From 1f2c616129d9e4bebce58844a11d8457b2417a42 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 8 Jan 2025 11:36:22 +0200 Subject: [PATCH 01/36] Move to uv --- .pylintrc | 3 - azure-kusto-data/MANIFEST.in | 4 - azure-kusto-data/azure-kusto-data.iml | 9 +- azure-kusto-data/pyproject.toml | 42 + azure-kusto-data/setup.cfg | 12 - azure-kusto-data/setup.py | 52 - azure-kusto-data/tox.ini | 8 - azure-kusto-ingest/MANIFEST.in | 2 - azure-kusto-ingest/README.rst | 2 +- azure-kusto-ingest/azure-kusto-ingest.iml | 7 - azure-kusto-ingest/pyproject.toml | 47 + azure-kusto-ingest/setup.cfg | 11 - azure-kusto-ingest/setup.py | 49 - azure-kusto-ingest/tox.ini | 8 - azure-kusto-python.iml | 13 + back_to_black.bat | 2 - build_packages.py | 62 - dev_requirements.txt | 7 - pyproject.toml | 59 +- {quick_start => quick-start}/README.md | 86 +- {quick_start => quick-start}/dataset.csv | 20 +- {quick_start => quick-start}/dataset.json | 2 +- .../kusto_sample_config.json | 66 +- .../oneclick_instruction_box.md | 30 +- quick-start/pyproject.toml | 36 + .../quick-start.iml | 8 +- {quick_start => quick-start}/requirements.txt | 0 {quick_start => quick-start}/sample_app.py | 0 {quick_start => quick-start}/utils.py | 0 setup.cfg | 12 - setup.py | 8 - test.bat | 7 - uv.lock | 2768 +++++++++++++++++ 33 files changed, 3070 insertions(+), 372 deletions(-) delete mode 100644 .pylintrc delete mode 100644 azure-kusto-data/MANIFEST.in create mode 100644 azure-kusto-data/pyproject.toml delete mode 100644 azure-kusto-data/setup.cfg delete mode 100644 azure-kusto-data/setup.py delete mode 100644 azure-kusto-data/tox.ini delete mode 100644 azure-kusto-ingest/MANIFEST.in create mode 100644 azure-kusto-ingest/pyproject.toml delete mode 100644 azure-kusto-ingest/setup.cfg delete mode 100644 azure-kusto-ingest/setup.py delete mode 100644 azure-kusto-ingest/tox.ini create mode 100644 azure-kusto-python.iml delete mode 100644 back_to_black.bat delete mode 100644 build_packages.py delete mode 100644 dev_requirements.txt rename {quick_start => quick-start}/README.md (98%) rename {quick_start => quick-start}/dataset.csv (99%) rename {quick_start => quick-start}/dataset.json (99%) rename {quick_start => quick-start}/kusto_sample_config.json (98%) rename {quick_start => quick-start}/oneclick_instruction_box.md (98%) create mode 100644 quick-start/pyproject.toml rename quick_start/quick_start.iml => quick-start/quick-start.iml (64%) rename {quick_start => quick-start}/requirements.txt (100%) rename {quick_start => quick-start}/sample_app.py (100%) rename {quick_start => quick-start}/utils.py (100%) delete mode 100644 setup.cfg delete mode 100644 setup.py delete mode 100644 test.bat create mode 100644 uv.lock diff --git a/.pylintrc b/.pylintrc deleted file mode 100644 index 53d046a0..00000000 --- a/.pylintrc +++ /dev/null @@ -1,3 +0,0 @@ -# https://github.com/getsentry/responses/issues/74 -[TYPECHECK] -ignored-classes= responses diff --git a/azure-kusto-data/MANIFEST.in b/azure-kusto-data/MANIFEST.in deleted file mode 100644 index 6476111f..00000000 --- a/azure-kusto-data/MANIFEST.in +++ /dev/null @@ -1,4 +0,0 @@ -include *.rst -include azure/__init__.py -include azure/kusto/data/wellKnownKustoEndpoints.json -recursive-exclude tests * diff --git a/azure-kusto-data/azure-kusto-data.iml b/azure-kusto-data/azure-kusto-data.iml index 8f9430b9..5aba7b03 100644 --- a/azure-kusto-data/azure-kusto-data.iml +++ b/azure-kusto-data/azure-kusto-data.iml @@ -4,16 +4,9 @@ - - + - - - - \ No newline at end of file diff --git a/azure-kusto-data/pyproject.toml b/azure-kusto-data/pyproject.toml new file mode 100644 index 00000000..85f68b4b --- /dev/null +++ b/azure-kusto-data/pyproject.toml @@ -0,0 +1,42 @@ +[project] +name = "azure-kusto-data" +version = "5.0.0" +description = "Kusto Data Client" +authors = [ + { name = "Microsoft Corporation", email = "kustalk@microsoft.com" }, +] +license = "MIT" +readme = "README.rst" +urls = { "Repository" = "https://github.com/Azure/azure-kusto-python" } + +dependencies = [ + "python-dateutil>=2.8.0", + "requests>=2.13.0", + "azure-identity>=1.5.0,<2", + "msal>=1.9.0,<2", + "ijson~=3.1", + "azure-core>=1.11.0,<2" +] +requires-python = ">= 3.8" + +[project.optional-dependencies] +pandas = [ + "pandas>=2.0.3", +] +async = [ + "aiohttp>=3.9.3", + "asgiref>=3.7.2", +] + +[tool.uv] +package = true + +[tool.hatch.metadata] +allow-direct-references = true + +[tool.hatch.build.targets.wheel] +packages = ["azure"] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" diff --git a/azure-kusto-data/setup.cfg b/azure-kusto-data/setup.cfg deleted file mode 100644 index 480c5c24..00000000 --- a/azure-kusto-data/setup.cfg +++ /dev/null @@ -1,12 +0,0 @@ -[bdist_wheel] -universal=1 - -[flake8] -ignore = E226,E302,E41 -max-line-length = 160 -exclude = tests/* -max-complexity = 10 - - -[pylint] -max-line-length = 160 \ No newline at end of file diff --git a/azure-kusto-data/setup.py b/azure-kusto-data/setup.py deleted file mode 100644 index fc3222b6..00000000 --- a/azure-kusto-data/setup.py +++ /dev/null @@ -1,52 +0,0 @@ -# Copyright (c) Microsoft Corporation. -# Licensed under the MIT License -import re -from os import path - -# Always prefer setuptools over distutils -from setuptools import setup, find_packages - -PACKAGE_NAME = "azure-kusto-data" - -# a-b-c => a/b/c -PACKAGE_FOLDER_PATH = PACKAGE_NAME.replace("-", path.sep) -# a-b-c => a.b.c -NAMESPACE_NAME = PACKAGE_NAME.replace("-", ".") - -with open(path.join(PACKAGE_FOLDER_PATH, "_version.py"), "r") as fd: - VERSION = re.search(r'^VERSION\s*=\s*[\'"]([^\'"]*)[\'"]', fd.read(), re.MULTILINE).group(1) - -if not VERSION: - raise RuntimeError("Cannot find version information") - - -setup( - name=PACKAGE_NAME, - version=VERSION, - description="Kusto Data Client", - long_description=open("README.rst", "r").read(), - url="https://github.com/Azure/azure-kusto-python", - author="Microsoft Corporation", - author_email="kustalk@microsoft.com", - license="MIT", - classifiers=[ - # 5 - Production/Stable depends on multi-threading / aio / perf - "Development Status :: 4 - Beta", - "Intended Audience :: Developers", - "Topic :: Software Development", - "Programming Language :: Python :: 3.7", - "Programming Language :: Python :: 3.8", - "Programming Language :: Python :: 3.9", - "Programming Language :: Python :: 3.10", - "Programming Language :: Python :: 3.11", - "Programming Language :: Python :: 3.12", - "License :: OSI Approved :: MIT License", - ], - namespace_packages=["azure"], - keywords="kusto wrapper client library", - packages=find_packages(exclude=["azure", "*tests*", "*tests.*"]), - package_data={"": ["wellKnownKustoEndpoints.json", "py.typed"]}, - include_package_data=True, - install_requires=["python-dateutil>=2.8.0", "requests>=2.13.0", "azure-identity>=1.5.0,<2", "msal>=1.9.0,<2", "ijson~=3.1", "azure-core>=1.11.0,<2"], - extras_require={"pandas": ["pandas"], "aio": ["aiohttp>=3.8.0,<4", "asgiref>=3.2.3,<4"]}, -) diff --git a/azure-kusto-data/tox.ini b/azure-kusto-data/tox.ini deleted file mode 100644 index 732eedd7..00000000 --- a/azure-kusto-data/tox.ini +++ /dev/null @@ -1,8 +0,0 @@ -[tox] -envlist = py27,py35,py37 - -[testenv] -deps= - pytest - pandas -commands = pytest diff --git a/azure-kusto-ingest/MANIFEST.in b/azure-kusto-ingest/MANIFEST.in deleted file mode 100644 index ae31673c..00000000 --- a/azure-kusto-ingest/MANIFEST.in +++ /dev/null @@ -1,2 +0,0 @@ -include *.rst -recursive-exclude tests * diff --git a/azure-kusto-ingest/README.rst b/azure-kusto-ingest/README.rst index a3a26522..b73e37fa 100644 --- a/azure-kusto-ingest/README.rst +++ b/azure-kusto-ingest/README.rst @@ -15,7 +15,7 @@ Microsoft Azure Kusto Ingest Library for Python blob_descriptor = BlobDescriptor("https://{path_to_blob}.csv.gz?sas", 51200) # in this example, the raw (uncompressed) size of the data is 50KB (52100 bytes) client.ingest_from_blob(blob_descriptor, ingestion_properties=ingestion_props) - + Overview -------- diff --git a/azure-kusto-ingest/azure-kusto-ingest.iml b/azure-kusto-ingest/azure-kusto-ingest.iml index 988295f6..09bbfe24 100644 --- a/azure-kusto-ingest/azure-kusto-ingest.iml +++ b/azure-kusto-ingest/azure-kusto-ingest.iml @@ -5,16 +5,9 @@ - - - - - \ No newline at end of file diff --git a/azure-kusto-ingest/pyproject.toml b/azure-kusto-ingest/pyproject.toml new file mode 100644 index 00000000..4bb4fff1 --- /dev/null +++ b/azure-kusto-ingest/pyproject.toml @@ -0,0 +1,47 @@ +[project] +name = "azure-kusto-ingest" +version = "5.0.0" +description = "Kusto Ingest Client" +authors = [ + { name = "Microsoft Corporation", email = "kustalk@microsoft.com" }, +] +dependencies = [ + "azure-kusto-data", + "azure-storage-blob>=12.19.0", + "azure-storage-queue>=12.9.0", + "tenacity>=8.2.3", +] +readme = "README.rst" +requires-python = ">= 3.8" +license = "MIT" +keywords = ["azure", "kusto", "ingest", "data", "analytics"] +classifiers = [ + "Programming Language :: Python", + "Programming Language :: Python :: 3.8", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "License :: OSI Approved :: MIT License", +] +urls = { "Repository" = "https://github.com/Azure/azure-kusto-python" } + +[project.optional-dependencies] +pandas = [ + "pandas>=2.0.3", +] +aio = [] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.uv] +package = true + +[tool.hatch.metadata] +allow-direct-references = true + +[tool.hatch.build.targets.wheel] +packages = ["src/azure"] + diff --git a/azure-kusto-ingest/setup.cfg b/azure-kusto-ingest/setup.cfg deleted file mode 100644 index 3f859973..00000000 --- a/azure-kusto-ingest/setup.cfg +++ /dev/null @@ -1,11 +0,0 @@ -[bdist_wheel] -universal=1 - -[flake8] -ignore = E226,E302,E41 -max-line-length = 160 -exclude = tests/* -max-complexity = 10 - -[pylint] -max-line-length = 160 diff --git a/azure-kusto-ingest/setup.py b/azure-kusto-ingest/setup.py deleted file mode 100644 index ddb9cc3d..00000000 --- a/azure-kusto-ingest/setup.py +++ /dev/null @@ -1,49 +0,0 @@ -# Copyright (c) Microsoft Corporation. -# Licensed under the MIT License - -import re -from os import path - -from setuptools import setup, find_packages - -PACKAGE_NAME = "azure-kusto-ingest" - -# a-b-c => a/b/c -PACKAGE_FOLDER_PATH = PACKAGE_NAME.replace("-", path.sep) -# a-b-c => a.b.c -NAMESPACE_NAME = PACKAGE_NAME.replace("-", ".") - -with open(path.join(PACKAGE_FOLDER_PATH, "_version.py"), "r") as fd: - VERSION = re.search(r'^VERSION\s*=\s*[\'"]([^\'"]*)[\'"]', fd.read(), re.MULTILINE).group(1) - -if not VERSION: - raise RuntimeError("Cannot find version information") - - -setup( - name=PACKAGE_NAME, - version=VERSION, - description="Kusto Ingest Client", - long_description=open("README.rst", "r").read(), - license="MIT", - author="Microsoft Corporation", - author_email="kustalk@microsoft.com", - url="https://github.com/Azure/azure-kusto-python", - namespace_packages=["azure"], - classifiers=[ - # 5 - Production/Stable depends on multi-threading / aio / perf - "Development Status :: 4 - Beta", - "Programming Language :: Python", - "Programming Language :: Python :: 3.7", - "Programming Language :: Python :: 3.8", - "Programming Language :: Python :: 3.9", - "Programming Language :: Python :: 3.10", - "Programming Language :: Python :: 3.11", - "Programming Language :: Python :: 3.12", - "License :: OSI Approved :: MIT License", - ], - packages=find_packages(exclude=["azure", "*tests*", "*tests.*"]), - package_data={"": ["py.typed"]}, - install_requires=["azure-kusto-data=={}".format(VERSION), "azure-storage-blob>=12,<13", "azure-storage-queue>=12,<13", "tenacity>=8.0.0"], - extras_require={"pandas": ["pandas"], "aio": []}, -) diff --git a/azure-kusto-ingest/tox.ini b/azure-kusto-ingest/tox.ini deleted file mode 100644 index 14a3e474..00000000 --- a/azure-kusto-ingest/tox.ini +++ /dev/null @@ -1,8 +0,0 @@ -[tox] -envlist = py27,py35,py37 - -[testenv] -deps= - pytest - pandas -commands=pytest diff --git a/azure-kusto-python.iml b/azure-kusto-python.iml new file mode 100644 index 00000000..e710e3bd --- /dev/null +++ b/azure-kusto-python.iml @@ -0,0 +1,13 @@ + + + + + + + + + + + + + \ No newline at end of file diff --git a/back_to_black.bat b/back_to_black.bat deleted file mode 100644 index 6dac338b..00000000 --- a/back_to_black.bat +++ /dev/null @@ -1,2 +0,0 @@ -pip install --upgrade black==23.3.0 -black . --line-length 160 diff --git a/build_packages.py b/build_packages.py deleted file mode 100644 index 98641185..00000000 --- a/build_packages.py +++ /dev/null @@ -1,62 +0,0 @@ -import argparse -import os -from subprocess import check_call -from pathlib import Path - - -try: - from packaging.version import parse as Version, InvalidVersion -except ImportError: # Should not happen, but at worst in most case this is the same - from pip._vendor.packaging.version import parse as Version, InvalidVersion - -DEFAULT_DESTINATION_FOLDER = os.path.join("..", "dist") -package_list = ["azure-kusto-data", "azure-kusto-ingest"] - - -def create_package(name, dest_folder=DEFAULT_DESTINATION_FOLDER): - absdirpath = os.path.abspath(name) - check_call(["python", "setup.py", "bdist_wheel", "-d", dest_folder], cwd=absdirpath) - check_call(["python", "setup.py", "sdist", "-d", dest_folder], cwd=absdirpath) - - -def travis_build_package(): - """Assumed called on Travis, to prepare a package to be deployed - This method prints on stdout for Travis. - Return is obj to pass to sys.exit() directly - """ - travis_tag = os.environ.get("TRAVIS_TAG") - if not travis_tag: - print("TRAVIS_TAG environment variable is not present") - return "TRAVIS_TAG environment variable is not present" - - try: - version = Version(travis_tag) - except InvalidVersion: - failure = "Version must be a valid PEP440 version (version is: {})".format(version) - print(failure) - return failure - - abs_dist_path = Path(os.environ["TRAVIS_BUILD_DIR"], "dist") - [create_package(package, str(abs_dist_path)) for package in package_list] - - print("Produced:\n{}".format(list(abs_dist_path.glob("*")))) - - pattern = "*{}*".format(version) - packages = list(abs_dist_path.glob(pattern)) - if not packages: - return "Package version does not match tag {}, abort".format(version) - pypi_server = os.environ.get("PYPI_SERVER", "default PyPI server") - print("Package created as expected and will be pushed to {}".format(pypi_server)) - - -if __name__ == "__main__": - parser = argparse.ArgumentParser(description="Build Azure package.") - parser.add_argument("name", help="The package name") - parser.add_argument("--dest", "-d", default=DEFAULT_DESTINATION_FOLDER, help="Destination folder. Relative to the package dir. [default: %(default)s]") - - args = parser.parse_args() - if args.name == "all": - for package in package_list: - create_package(package, args.dest) - else: - create_package(args.name, args.dest) diff --git a/dev_requirements.txt b/dev_requirements.txt deleted file mode 100644 index 57d3d059..00000000 --- a/dev_requirements.txt +++ /dev/null @@ -1,7 +0,0 @@ -pytest>=3.2.0 -responses>=0.9.0 -pandas>=0.24.0 -black;python_version >= '3.6' -aioresponses>=0.7.6 -pytest-asyncio>=0.12.0 -asgiref>=3.2.3 diff --git a/pyproject.toml b/pyproject.toml index 8898120f..7c8ced43 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,2 +1,59 @@ +[project] +name = "azure-kusto-python" +version = "5.0.0" +description = "Microsoft Azure Kusto Python SDK" +dependencies = [ + "azure-kusto-data", + "azure-kusto-ingest", + "quick-start", +] +readme = "README.md" +requires-python = ">= 3.8" + +[[project.authors]] +name = "Microsoft Corporation" +email = "kustalk@microsoft.com" + +[dependency-groups] +dev = [ + "pytest>=8.0.2", + "responses>=0.25.0", + "aioresponses>=0.7.6", + "pytest-asyncio>=0.23.5", + "asgiref>=3.7.2", + "setuptools>=69.2.0", + "pyright>=1.1.355", + "ipython>=8.12.3", + "pyarrow>=16.1.0", + "pandas>=2.0.3", +] + +[tool.uv.workspace] +members = ["azure-kusto-data", "azure-kusto-ingest", "quick-start"] + +[tool.uv.sources] +azure-kusto-data = { workspace = true } +azure-kusto-ingest = { workspace = true } +quick-start = { workspace = true } + +[tool.ruff] +line-length = 160 +target-version = 'py38' + +[tool.ruff.lint.per-file-ignores] +"**/sample.py" = ["E402"] # module level import not at top of file (for samples) +"**/test_streaming_query.py" = ["F841"] # unused variable - for pytest raises + [tool.black] -line-length = 160 \ No newline at end of file +line-length = 160 +target-version = ['py38'] + +[tool.pytest.ini_options] +testpaths = ["azure-kusto-data/tests", "azure-kusto-ingest/tests"] +addopts = ["-s", "--import-mode=importlib"] +pythonpath = ["."] + +[tool.pyright] +pythonVersion = "3.8" +venvPath = "." +venv = ".venv" diff --git a/quick_start/README.md b/quick-start/README.md similarity index 98% rename from quick_start/README.md rename to quick-start/README.md index 3ee346e3..8d403a8a 100644 --- a/quick_start/README.md +++ b/quick-start/README.md @@ -1,43 +1,43 @@ -# Quickstart App - -The quick start application is a **self-contained and runnable** example script that demonstrates authenticating, connecting to, administering, ingesting data into and querying Azure Data Explorer using the azure-kusto-python SDK. -You can use it as a baseline to write your own first kusto client application, altering the code as you go, or copy code sections out of it into your app. - -**Tip:** The app includes comments with tips on recommendations, coding best practices, links to reference materials and recommended TODO changes when adapting the code to your needs. - - -## Using the App for the first time - -### Prerequisites - -1. Set up Python version 3.7 or higher on your machine. For instructions, consult a Python environment setup tutorial, like [this](https://www.tutorialspoint.com/python/python_environment.htm). - -### Retrieving the app from GitHub - -1. Download the app files from this GitHub repo. -1. Modify the `kusto_sample_config.json` file, changing `KustoUri`, `IngestUri` and `DatabaseName` appropriately for your cluster. - -### Retrieving the app from OneClick - -1. Open a browser and type your cluster's URL (e.g. https://mycluster.westeurope.kusto.windows.net/). You will be redirected to the _Azure Data Explorer_ Web UI. -1. On the left menu, select **Data**. -1. Click **Generate Sample App Code** and then follow the instructions in the wizard. -1. Download the app as a ZIP file. -1. Extract the app source code. -**Note**: The configuration parameters defined in the `kusto_sample_config.json` file are preconfigured with the appropriate values for your cluster. Verify that these are correct. - -### Run the app - -1. Open a command line window and navigate to the folder where you extracted the script. -1. Run `python -m pip install -r requirements.txt`. If upgrading, append ` --upgrade`. -1. Run `python sample_app.py`. - -#### Troubleshooting - -* If you are having trouble running the script from your IDE, first check if the script runs from the command line, then consult the troubleshooting references of your IDE. - -### Optional changes - -You can make the following changes from within the script itself: - -- Change the location of the configuration file by editing `CONFIG_FILE_NAME`. +# Quickstart App + +The quick start application is a **self-contained and runnable** example script that demonstrates authenticating, connecting to, administering, ingesting data into and querying Azure Data Explorer using the azure-kusto-python SDK. +You can use it as a baseline to write your own first kusto client application, altering the code as you go, or copy code sections out of it into your app. + +**Tip:** The app includes comments with tips on recommendations, coding best practices, links to reference materials and recommended TODO changes when adapting the code to your needs. + + +## Using the App for the first time + +### Prerequisites + +1. Set up Python version 3.7 or higher on your machine. For instructions, consult a Python environment setup tutorial, like [this](https://www.tutorialspoint.com/python/python_environment.htm). + +### Retrieving the app from GitHub + +1. Download the app files from this GitHub repo. +1. Modify the `kusto_sample_config.json` file, changing `KustoUri`, `IngestUri` and `DatabaseName` appropriately for your cluster. + +### Retrieving the app from OneClick + +1. Open a browser and type your cluster's URL (e.g. https://mycluster.westeurope.kusto.windows.net/). You will be redirected to the _Azure Data Explorer_ Web UI. +1. On the left menu, select **Data**. +1. Click **Generate Sample App Code** and then follow the instructions in the wizard. +1. Download the app as a ZIP file. +1. Extract the app source code. +**Note**: The configuration parameters defined in the `kusto_sample_config.json` file are preconfigured with the appropriate values for your cluster. Verify that these are correct. + +### Run the app + +1. Open a command line window and navigate to the folder where you extracted the script. +1. Run `python -m pip install -r requirements.txt`. If upgrading, append ` --upgrade`. +1. Run `python sample_app.py`. + +#### Troubleshooting + +* If you are having trouble running the script from your IDE, first check if the script runs from the command line, then consult the troubleshooting references of your IDE. + +### Optional changes + +You can make the following changes from within the script itself: + +- Change the location of the configuration file by editing `CONFIG_FILE_NAME`. diff --git a/quick_start/dataset.csv b/quick-start/dataset.csv similarity index 99% rename from quick_start/dataset.csv rename to quick-start/dataset.csv index 44f0073c..5c49339f 100644 --- a/quick_start/dataset.csv +++ b/quick-start/dataset.csv @@ -1,10 +1,10 @@ -0,00000000-0000-0000-0001-020304050607,0,0,0,0,0,0,0,0,0,0,2014-01-01T01:01:01.0000000Z,Zero,Zero,0,00:00:00,,null -1,00000001-0000-0000-0001-020304050607,1.0001,1.01,1,1,1,1,1,1,1,1,2015-01-01T01:01:01.0000000Z,One,One,1,00:01.0,,"{""rowId"": 1, ""arr"": [0,1]}" -2,00000002-0000-0000-0001-020304050607,2.0002,2.02,0,2,2,2,2,2,2,2,2016-01-01T01:01:01.0000000Z,Two,Two,2,-00:00:02.0020002,,"{""rowId"": 2, ""arr"": [0,2]}" -3,00000003-0000-0000-0001-020304050607,3.0003,3.03,1,3,3,3,3,3,3,3,2017-01-01T01:01:01.0000000Z,Three,Three,3,00:03.0,,"{""rowId"": 3, ""arr"": [0,3]}" -4,00000004-0000-0000-0001-020304050607,4.0004,4.04,0,4,4,4,4,4,4,4,2018-01-01T01:01:01.0000000Z,Four,Four,4,-00:00:04.0040004,,"{""rowId"": 4, ""arr"": [0,4]}" -5,00000005-0000-0000-0001-020304050607,5.0005,5.05,1,5,5,5,5,5,5,5,2019-01-01T01:01:01.0000000Z,Five,Five,5,00:05.0,,"{""rowId"": 5, ""arr"": [0,5]}" -6,00000006-0000-0000-0001-020304050607,6.0006,6.06,0,6,6,6,6,6,6,6,2020-01-01T01:01:01.0000000Z,Six,Six,6,-00:00:06.0060006,,"{""rowId"": 6, ""arr"": [0,6]}" -7,00000007-0000-0000-0001-020304050607,7.0007,7.07,1,7,7,7,7,7,7,7,2021-01-01T01:01:01.0000000Z,Seven,Seven,7,00:07.0,,"{""rowId"": 7, ""arr"": [0,7]}" -8,00000008-0000-0000-0001-020304050607,8.0008,8.08,0,8,8,8,8,8,8,8,2022-01-01T01:01:01.0000000Z,Eight,Eight,8,-00:00:08.0080008,,"{""rowId"": 8, ""arr"": [0,8]}" -9,00000009-0000-0000-0001-020304050607,9.0009,9.09,1,9,9,9,9,9,9,9,2023-01-01T01:01:01.0000000Z,Nine,Nine,9,00:09.0,,"{""rowId"": 9, ""arr"": [0,9]}" +0,00000000-0000-0000-0001-020304050607,0,0,0,0,0,0,0,0,0,0,2014-01-01T01:01:01.0000000Z,Zero,Zero,0,00:00:00,,null +1,00000001-0000-0000-0001-020304050607,1.0001,1.01,1,1,1,1,1,1,1,1,2015-01-01T01:01:01.0000000Z,One,One,1,00:01.0,,"{""rowId"": 1, ""arr"": [0,1]}" +2,00000002-0000-0000-0001-020304050607,2.0002,2.02,0,2,2,2,2,2,2,2,2016-01-01T01:01:01.0000000Z,Two,Two,2,-00:00:02.0020002,,"{""rowId"": 2, ""arr"": [0,2]}" +3,00000003-0000-0000-0001-020304050607,3.0003,3.03,1,3,3,3,3,3,3,3,2017-01-01T01:01:01.0000000Z,Three,Three,3,00:03.0,,"{""rowId"": 3, ""arr"": [0,3]}" +4,00000004-0000-0000-0001-020304050607,4.0004,4.04,0,4,4,4,4,4,4,4,2018-01-01T01:01:01.0000000Z,Four,Four,4,-00:00:04.0040004,,"{""rowId"": 4, ""arr"": [0,4]}" +5,00000005-0000-0000-0001-020304050607,5.0005,5.05,1,5,5,5,5,5,5,5,2019-01-01T01:01:01.0000000Z,Five,Five,5,00:05.0,,"{""rowId"": 5, ""arr"": [0,5]}" +6,00000006-0000-0000-0001-020304050607,6.0006,6.06,0,6,6,6,6,6,6,6,2020-01-01T01:01:01.0000000Z,Six,Six,6,-00:00:06.0060006,,"{""rowId"": 6, ""arr"": [0,6]}" +7,00000007-0000-0000-0001-020304050607,7.0007,7.07,1,7,7,7,7,7,7,7,2021-01-01T01:01:01.0000000Z,Seven,Seven,7,00:07.0,,"{""rowId"": 7, ""arr"": [0,7]}" +8,00000008-0000-0000-0001-020304050607,8.0008,8.08,0,8,8,8,8,8,8,8,2022-01-01T01:01:01.0000000Z,Eight,Eight,8,-00:00:08.0080008,,"{""rowId"": 8, ""arr"": [0,8]}" +9,00000009-0000-0000-0001-020304050607,9.0009,9.09,1,9,9,9,9,9,9,9,2023-01-01T01:01:01.0000000Z,Nine,Nine,9,00:09.0,,"{""rowId"": 9, ""arr"": [0,9]}" diff --git a/quick_start/dataset.json b/quick-start/dataset.json similarity index 99% rename from quick_start/dataset.json rename to quick-start/dataset.json index 75f1d3ca..3faa60d6 100644 --- a/quick_start/dataset.json +++ b/quick-start/dataset.json @@ -1,2 +1,2 @@ -{"rownumber": 0, "rowguid": "00000000-0000-0000-0001-020304050607", "xdouble": 0.0, "xfloat": 0.0, "xbool": 0, "xint16": 0, "xint32": 0, "xint64": 0, "xunit8": 0, "xuint16": 0, "xunit32": 0, "xunit64": 0, "xdate": "2014-01-01T01:01:01Z", "xsmalltext": "Zero", "xtext": "Zero", "xnumberAsText": "0", "xtime": "00:00:00", "xtextWithNulls": null, "xdynamicWithNulls": ""} +{"rownumber": 0, "rowguid": "00000000-0000-0000-0001-020304050607", "xdouble": 0.0, "xfloat": 0.0, "xbool": 0, "xint16": 0, "xint32": 0, "xint64": 0, "xunit8": 0, "xuint16": 0, "xunit32": 0, "xunit64": 0, "xdate": "2014-01-01T01:01:01Z", "xsmalltext": "Zero", "xtext": "Zero", "xnumberAsText": "0", "xtime": "00:00:00", "xtextWithNulls": null, "xdynamicWithNulls": ""} {"rownumber": 1, "rowguid": "00000001-0000-0000-0001-020304050607", "xdouble": 1.00001, "xfloat": 1.01, "xbool": 1, "xint16": 1, "xint32": 1, "xint64": 1, "xuint8": 1, "xuint16": 1, "xuint32": 1, "xuint64": 1, "xdate": "2015-01-01T01:01:01Z", "xsmalltext": "One", "xtext": "One", "xnumberAsText": "1", "xtime": "00:00:01.0010001", "xtextWithNulls": null, "xdynamicWithNulls": "{\"rowId\":1,\"arr\":[0,1]}"} \ No newline at end of file diff --git a/quick_start/kusto_sample_config.json b/quick-start/kusto_sample_config.json similarity index 98% rename from quick_start/kusto_sample_config.json rename to quick-start/kusto_sample_config.json index d5c3bab2..adeaf30e 100644 --- a/quick_start/kusto_sample_config.json +++ b/quick-start/kusto_sample_config.json @@ -1,34 +1,34 @@ -{ - "kustoUri": "https://help.kusto.windows.net", - "ingestUri": "https://ingest-help.kusto.windows.net", - "databaseName": "MyDatabase", - "tableName": "SampleTable", - "useExistingTable": true, - "alterTable": true, - "queryData": true, - "ingestData": true, - "authenticationMode": "UserPrompt", - "waitForUser": true, - "ignoreFirstRecord": false, - "waitForIngestSeconds": 20, - "batchingPolicy": "{ 'MaximumBatchingTimeSpan': '00:00:10', 'MaximumNumberOfItems': 500, 'MaximumRawDataSizeMB': 1024 }", - "tableSchema": "(rownumber:int, rowguid:string, xdouble:real, xfloat:real, xbool:bool, xint16:int, xint32:int, xint64:long, xuint8:long, xuint16:long, xuint32:long, xuint64:long, xdate:datetime, xsmalltext:string, xtext:string, xnumberAsText:string, xtime:timespan, xtextWithNulls:string, xdynamicWithNulls:dynamic)", - "data": [ - { - "sourceType": "localFileSource", - "dataSourceUri": "dataset.csv", - "format": "CSV", - "useExistingMapping": true, - "mappingName": "", - "mappingValue": "" - }, - { - "sourceType": "localFileSource", - "dataSourceUri": "dataset.json", - "format": "MULTIJSON", - "useExistingMapping": false, - "mappingName": "SampleTableMapping", - "mappingValue": "[{\"Properties\":{\"Path\":\"$.rownumber\"},\"column\":\"rownumber\",\"datatype\":\"int\"}, {\"Properties\":{\"Path\":\"$.rowguid\"},\"column\":\"rowguid\",\"datatype\":\"string\"}, {\"Properties\":{\"Path\":\"$.xdouble\"},\"column\":\"xdouble\",\"datatype\":\"real\"}, {\"Properties\":{\"Path\":\"$.xfloat\"},\"column\":\"xfloat\",\"datatype\":\"real\"}, {\"Properties\":{\"Path\":\"$.xbool\"},\"column\":\"xbool\",\"datatype\":\"bool\"}, {\"Properties\":{\"Path\":\"$.xint16\"},\"column\":\"xint16\",\"datatype\":\"int\"}, {\"Properties\":{\"Path\":\"$.xint32\"},\"column\":\"xint32\",\"datatype\":\"int\"}, {\"Properties\":{\"Path\":\"$.xint64\"},\"column\":\"xint64\",\"datatype\":\"long\"}, {\"Properties\":{\"Path\":\"$.xuint8\"},\"column\":\"xuint8\",\"datatype\":\"long\"}, {\"Properties\":{\"Path\":\"$.xuint16\"},\"column\":\"xuint16\",\"datatype\":\"long\"}, {\"Properties\":{\"Path\":\"$.xuint32\"},\"column\":\"xuint32\",\"datatype\":\"long\"}, {\"Properties\":{\"Path\":\"$.xuint64\"},\"column\":\"xuint64\",\"datatype\":\"long\"}, {\"Properties\":{\"Path\":\"$.xdate\"},\"column\":\"xdate\",\"datatype\":\"datetime\"}, {\"Properties\":{\"Path\":\"$.xsmalltext\"},\"column\":\"xsmalltext\",\"datatype\":\"string\"}, {\"Properties\":{\"Path\":\"$.xtext\"},\"column\":\"xtext\",\"datatype\":\"string\"}, {\"Properties\":{\"Path\":\"$.rowguid\"},\"column\":\"xnumberAsText\",\"datatype\":\"string\"}, {\"Properties\":{\"Path\":\"$.xtime\"},\"column\":\"xtime\",\"datatype\":\"timespan\"}, {\"Properties\":{\"Path\":\"$.xtextWithNulls\"},\"column\":\"xtextWithNulls\",\"datatype\":\"string\"}, {\"Properties\":{\"Path\":\"$.xdynamicWithNulls\"},\"column\":\"xdynamicWithNulls\",\"datatype\":\"dynamic\"}]" - } - ] +{ + "kustoUri": "https://help.kusto.windows.net", + "ingestUri": "https://ingest-help.kusto.windows.net", + "databaseName": "MyDatabase", + "tableName": "SampleTable", + "useExistingTable": true, + "alterTable": true, + "queryData": true, + "ingestData": true, + "authenticationMode": "UserPrompt", + "waitForUser": true, + "ignoreFirstRecord": false, + "waitForIngestSeconds": 20, + "batchingPolicy": "{ 'MaximumBatchingTimeSpan': '00:00:10', 'MaximumNumberOfItems': 500, 'MaximumRawDataSizeMB': 1024 }", + "tableSchema": "(rownumber:int, rowguid:string, xdouble:real, xfloat:real, xbool:bool, xint16:int, xint32:int, xint64:long, xuint8:long, xuint16:long, xuint32:long, xuint64:long, xdate:datetime, xsmalltext:string, xtext:string, xnumberAsText:string, xtime:timespan, xtextWithNulls:string, xdynamicWithNulls:dynamic)", + "data": [ + { + "sourceType": "localFileSource", + "dataSourceUri": "dataset.csv", + "format": "CSV", + "useExistingMapping": true, + "mappingName": "", + "mappingValue": "" + }, + { + "sourceType": "localFileSource", + "dataSourceUri": "dataset.json", + "format": "MULTIJSON", + "useExistingMapping": false, + "mappingName": "SampleTableMapping", + "mappingValue": "[{\"Properties\":{\"Path\":\"$.rownumber\"},\"column\":\"rownumber\",\"datatype\":\"int\"}, {\"Properties\":{\"Path\":\"$.rowguid\"},\"column\":\"rowguid\",\"datatype\":\"string\"}, {\"Properties\":{\"Path\":\"$.xdouble\"},\"column\":\"xdouble\",\"datatype\":\"real\"}, {\"Properties\":{\"Path\":\"$.xfloat\"},\"column\":\"xfloat\",\"datatype\":\"real\"}, {\"Properties\":{\"Path\":\"$.xbool\"},\"column\":\"xbool\",\"datatype\":\"bool\"}, {\"Properties\":{\"Path\":\"$.xint16\"},\"column\":\"xint16\",\"datatype\":\"int\"}, {\"Properties\":{\"Path\":\"$.xint32\"},\"column\":\"xint32\",\"datatype\":\"int\"}, {\"Properties\":{\"Path\":\"$.xint64\"},\"column\":\"xint64\",\"datatype\":\"long\"}, {\"Properties\":{\"Path\":\"$.xuint8\"},\"column\":\"xuint8\",\"datatype\":\"long\"}, {\"Properties\":{\"Path\":\"$.xuint16\"},\"column\":\"xuint16\",\"datatype\":\"long\"}, {\"Properties\":{\"Path\":\"$.xuint32\"},\"column\":\"xuint32\",\"datatype\":\"long\"}, {\"Properties\":{\"Path\":\"$.xuint64\"},\"column\":\"xuint64\",\"datatype\":\"long\"}, {\"Properties\":{\"Path\":\"$.xdate\"},\"column\":\"xdate\",\"datatype\":\"datetime\"}, {\"Properties\":{\"Path\":\"$.xsmalltext\"},\"column\":\"xsmalltext\",\"datatype\":\"string\"}, {\"Properties\":{\"Path\":\"$.xtext\"},\"column\":\"xtext\",\"datatype\":\"string\"}, {\"Properties\":{\"Path\":\"$.rowguid\"},\"column\":\"xnumberAsText\",\"datatype\":\"string\"}, {\"Properties\":{\"Path\":\"$.xtime\"},\"column\":\"xtime\",\"datatype\":\"timespan\"}, {\"Properties\":{\"Path\":\"$.xtextWithNulls\"},\"column\":\"xtextWithNulls\",\"datatype\":\"string\"}, {\"Properties\":{\"Path\":\"$.xdynamicWithNulls\"},\"column\":\"xdynamicWithNulls\",\"datatype\":\"dynamic\"}]" + } + ] } \ No newline at end of file diff --git a/quick_start/oneclick_instruction_box.md b/quick-start/oneclick_instruction_box.md similarity index 98% rename from quick_start/oneclick_instruction_box.md rename to quick-start/oneclick_instruction_box.md index 5870d852..62e065c1 100644 --- a/quick_start/oneclick_instruction_box.md +++ b/quick-start/oneclick_instruction_box.md @@ -1,15 +1,15 @@ -### Prerequisites - -1. Set up Python version 3.7 or higher on your machine. For instructions, consult a Python environment setup tutorial, like [this](https://www.tutorialspoint.com/python/python_environment.htm). - -### Instructions - -1. Download the **DOWNLOAD_LINK** as a ZIP file. -1. Extract the app source code. -1. Open a command line window and navigate to the folder where you extracted the script. -1. Run `python -m pip install -r requirements.txt`. If upgrading, append ` --upgrade`. -1. Run `python sample_app.py`. It will already be configured to your cluster and source. - -### Troubleshooting - -* If you are having trouble running the script from your IDE, first check if the script runs from command line, then consult the troubleshooting references of your IDE. +### Prerequisites + +1. Set up Python version 3.7 or higher on your machine. For instructions, consult a Python environment setup tutorial, like [this](https://www.tutorialspoint.com/python/python_environment.htm). + +### Instructions + +1. Download the **DOWNLOAD_LINK** as a ZIP file. +1. Extract the app source code. +1. Open a command line window and navigate to the folder where you extracted the script. +1. Run `python -m pip install -r requirements.txt`. If upgrading, append ` --upgrade`. +1. Run `python sample_app.py`. It will already be configured to your cluster and source. + +### Troubleshooting + +* If you are having trouble running the script from your IDE, first check if the script runs from command line, then consult the troubleshooting references of your IDE. diff --git a/quick-start/pyproject.toml b/quick-start/pyproject.toml new file mode 100644 index 00000000..2a415605 --- /dev/null +++ b/quick-start/pyproject.toml @@ -0,0 +1,36 @@ +[project] +name = "quick-start" +version = "5.0.0" +description = "Microsoft Azure Kusto Python SDK" + dependencies = [ + "azure-kusto-data", + "azure-kusto-ingest", + "azure-core-tracing-opentelemetry ~= 1.0.0b9", + "azure-monitor-opentelemetry-exporter ~= 1.0.0b7", + "inflection ~= 0.5.1", + "opentelemetry-sdk ~= 1.12.0", + "tqdm ~= 4.64.0", + ] +readme = "README.md" +requires-python = ">= 3.8" + +[[project.authors]] +name = "Microsoft Corporation" +email = "kustalk@microsoft.com" + +[project.scripts] +sample_app = "sample_app:main" + +[dependency-groups] +dev = [ + "pytest>=8.0.2", + "responses>=0.25.0", + "aioresponses>=0.7.6", + "pytest-asyncio>=0.23.5", + "asgiref>=3.7.2", + "setuptools>=69.2.0", + "pyright>=1.1.355", + "ipython>=8.12.3", + "pyarrow>=16.1.0", +] + diff --git a/quick_start/quick_start.iml b/quick-start/quick-start.iml similarity index 64% rename from quick_start/quick_start.iml rename to quick-start/quick-start.iml index 838b6085..805fe045 100644 --- a/quick_start/quick_start.iml +++ b/quick-start/quick-start.iml @@ -3,15 +3,11 @@ - - + - - - - \ No newline at end of file diff --git a/quick_start/requirements.txt b/quick-start/requirements.txt similarity index 100% rename from quick_start/requirements.txt rename to quick-start/requirements.txt diff --git a/quick_start/sample_app.py b/quick-start/sample_app.py similarity index 100% rename from quick_start/sample_app.py rename to quick-start/sample_app.py diff --git a/quick_start/utils.py b/quick-start/utils.py similarity index 100% rename from quick_start/utils.py rename to quick-start/utils.py diff --git a/setup.cfg b/setup.cfg deleted file mode 100644 index 480c5c24..00000000 --- a/setup.cfg +++ /dev/null @@ -1,12 +0,0 @@ -[bdist_wheel] -universal=1 - -[flake8] -ignore = E226,E302,E41 -max-line-length = 160 -exclude = tests/* -max-complexity = 10 - - -[pylint] -max-line-length = 160 \ No newline at end of file diff --git a/setup.py b/setup.py deleted file mode 100644 index a95472b0..00000000 --- a/setup.py +++ /dev/null @@ -1,8 +0,0 @@ -import sys - -if "travis_deploy" in sys.argv: - import build_packages - - sys.exit(build_packages.travis_build_package()) -else: - raise ValueError("Setup file is written to support travis publish.") diff --git a/test.bat b/test.bat deleted file mode 100644 index 606835fe..00000000 --- a/test.bat +++ /dev/null @@ -1,7 +0,0 @@ -cd %PROJECTS_HOME%\azure-kusto-python -call workon kusto -call pip uninstall azure-kusto-data azure-kusto-ingest -y -call pip install ./azure-kusto-data[pandas] 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a/azure-kusto-data/pyproject.toml +++ b/azure-kusto-data/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "azure-kusto-data" -version = "5.0.0" +version = "5.0.3" description = "Kusto Data Client" authors = [ { name = "Microsoft Corporation", email = "kustalk@microsoft.com" }, @@ -17,7 +17,7 @@ dependencies = [ "ijson~=3.1", "azure-core>=1.11.0,<2" ] -requires-python = ">= 3.8" +requires-python = ">= 3.9" [project.optional-dependencies] pandas = [ diff --git a/azure-kusto-ingest/pyproject.toml b/azure-kusto-ingest/pyproject.toml index 4bb4fff1..e4cb130a 100644 --- a/azure-kusto-ingest/pyproject.toml +++ b/azure-kusto-ingest/pyproject.toml @@ -1,18 +1,19 @@ [project] name = "azure-kusto-ingest" -version = "5.0.0" +version = "5.0.3" description = "Kusto Ingest Client" authors = [ { name = "Microsoft Corporation", email = "kustalk@microsoft.com" }, ] dependencies = [ "azure-kusto-data", - "azure-storage-blob>=12.19.0", - "azure-storage-queue>=12.9.0", + # TODO - this has to be locked to this version due to https://github.com/Azure/azure-sdk-for-python/issues/40041 + "azure-storage-blob==12.23.0", + "azure-storage-queue==12.12.0", "tenacity>=8.2.3", ] readme = "README.rst" -requires-python = ">= 3.8" +requires-python = ">= 3.9" license = "MIT" keywords = ["azure", "kusto", "ingest", "data", "analytics"] classifiers = [ diff --git a/pyproject.toml b/pyproject.toml index 7c8ced43..589e42a2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "azure-kusto-python" -version = "5.0.0" +version = "5.0.3" description = "Microsoft Azure Kusto Python SDK" dependencies = [ "azure-kusto-data", @@ -22,10 +22,11 @@ dev = [ "pytest-asyncio>=0.23.5", "asgiref>=3.7.2", "setuptools>=69.2.0", - "pyright>=1.1.355", "ipython>=8.12.3", "pyarrow>=16.1.0", "pandas>=2.0.3", + "ruff>=0.11.10", + "ty>=0.0.1a5", ] [tool.uv.workspace] @@ -38,22 +39,14 @@ quick-start = { workspace = true } [tool.ruff] line-length = 160 -target-version = 'py38' +target-version = 'py39' 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Subject: [PATCH 03/36] Formatting --- azure-kusto-data/azure/__init__.py | 1 + azure-kusto-data/azure/kusto/__init__.py | 1 + .../azure/kusto/data/exceptions.py | 6 +- .../kusto/data/kusto_trusted_endpoints.py | 2 +- .../tests/aio/test_kusto_client.py | 1 + azure-kusto-data/tests/sample.py | 2 +- .../test_kusto_connection_string_builder.py | 18 +++--- azure-kusto-ingest/azure/__init__.py | 1 + azure-kusto-ingest/azure/kusto/__init__.py | 1 + .../azure/kusto/ingest/exceptions.py | 1 - .../test_kusto_streaming_ingest_client.py | 6 +- .../tests/test_managed_streaming_ingest.py | 30 +++++----- azure-kusto-ingest/tests/test_status_q.py | 56 ++++++++++--------- 13 files changed, 68 insertions(+), 58 deletions(-) diff --git a/azure-kusto-data/azure/__init__.py b/azure-kusto-data/azure/__init__.py index cb7832e3..c6c19b4d 100644 --- a/azure-kusto-data/azure/__init__.py +++ b/azure-kusto-data/azure/__init__.py @@ -1,4 +1,5 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License """Init file for azure namespace. https://github.com/Azure/azure-sdk-for-python/wiki/Azure-packaging""" + __path__ = __import__("pkgutil").extend_path(__path__, __name__) diff --git a/azure-kusto-data/azure/kusto/__init__.py b/azure-kusto-data/azure/kusto/__init__.py index cb7832e3..c6c19b4d 100644 --- a/azure-kusto-data/azure/kusto/__init__.py +++ b/azure-kusto-data/azure/kusto/__init__.py @@ -1,4 +1,5 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License """Init file for azure namespace. https://github.com/Azure/azure-sdk-for-python/wiki/Azure-packaging""" + __path__ = __import__("pkgutil").extend_path(__path__, __name__) diff --git a/azure-kusto-data/azure/kusto/data/exceptions.py b/azure-kusto-data/azure/kusto/data/exceptions.py index 134affbb..5abcbd68 100644 --- a/azure-kusto-data/azure/kusto/data/exceptions.py +++ b/azure-kusto-data/azure/kusto/data/exceptions.py @@ -19,12 +19,10 @@ class KustoError(Exception): """Base class for all exceptions raised by the Kusto Python Client Libraries.""" -class KustoStreamingQueryError(KustoError): - ... +class KustoStreamingQueryError(KustoError): ... -class KustoTokenParsingError(KustoStreamingQueryError): - ... +class KustoTokenParsingError(KustoStreamingQueryError): ... SEMANTIC_ERROR_STRING = "Semantic error:" diff --git a/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py b/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py index 154d2c2d..7e0033c1 100644 --- a/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py +++ b/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py @@ -95,7 +95,7 @@ def validate_hostname_is_trusted(self, hostname: str, login_endpoint: str): return raise KustoClientInvalidConnectionStringException( - f"Can't communicate with '{hostname}' as this hostname is currently not trusted; please see " f"https://aka.ms/kustotrustedendpoints" + f"Can't communicate with '{hostname}' as this hostname is currently not trusted; please see https://aka.ms/kustotrustedendpoints" ) def set_override_policy(self, matcher): diff --git a/azure-kusto-data/tests/aio/test_kusto_client.py b/azure-kusto-data/tests/aio/test_kusto_client.py index a435f06f..7383727d 100644 --- a/azure-kusto-data/tests/aio/test_kusto_client.py +++ b/azure-kusto-data/tests/aio/test_kusto_client.py @@ -1,4 +1,5 @@ """Tests for KustoClient.""" + import json import sys from unittest.mock import patch diff --git a/azure-kusto-data/tests/sample.py b/azure-kusto-data/tests/sample.py index 3aa955b8..bd233638 100644 --- a/azure-kusto-data/tests/sample.py +++ b/azure-kusto-data/tests/sample.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. +# Copyright (c) Microsoft Corporation. # Licensed under the MIT License """A simple example how to use KustoClient.""" diff --git a/azure-kusto-data/tests/test_kusto_connection_string_builder.py b/azure-kusto-data/tests/test_kusto_connection_string_builder.py index 9674532e..fc00e04b 100644 --- a/azure-kusto-data/tests/test_kusto_connection_string_builder.py +++ b/azure-kusto-data/tests/test_kusto_connection_string_builder.py @@ -81,16 +81,18 @@ def test_aad_app(self): assert kcsb.application_client_id == uuid assert kcsb.application_key == key assert kcsb.authority_id == "microsoft.com" - assert repr( - kcsb - ) == "Data Source=localhost;Initial Catalog=NetDefaultDB;AAD Federated Security=True;Application Client Id={0};Application Key={1};Authority Id={2}".format( - uuid, key, "microsoft.com" + assert ( + repr(kcsb) + == "Data Source=localhost;Initial Catalog=NetDefaultDB;AAD Federated Security=True;Application Client Id={0};Application Key={1};Authority Id={2}".format( + uuid, key, "microsoft.com" + ) ) - assert str( - kcsb - ) == "Data Source=localhost;Initial Catalog=NetDefaultDB;AAD Federated Security=True;Application Client Id={0};Application Key={1};Authority Id={2}".format( - uuid, self.PASSWORDS_REPLACEMENT, "microsoft.com" + assert ( + str(kcsb) + == "Data Source=localhost;Initial Catalog=NetDefaultDB;AAD Federated Security=True;Application Client Id={0};Application Key={1};Authority Id={2}".format( + uuid, self.PASSWORDS_REPLACEMENT, "microsoft.com" + ) ) def test_aad_user(self): diff --git a/azure-kusto-ingest/azure/__init__.py b/azure-kusto-ingest/azure/__init__.py index cb7832e3..c6c19b4d 100644 --- a/azure-kusto-ingest/azure/__init__.py +++ b/azure-kusto-ingest/azure/__init__.py @@ -1,4 +1,5 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License """Init file for azure namespace. https://github.com/Azure/azure-sdk-for-python/wiki/Azure-packaging""" + __path__ = __import__("pkgutil").extend_path(__path__, __name__) diff --git a/azure-kusto-ingest/azure/kusto/__init__.py b/azure-kusto-ingest/azure/kusto/__init__.py index cb7832e3..c6c19b4d 100644 --- a/azure-kusto-ingest/azure/kusto/__init__.py +++ b/azure-kusto-ingest/azure/kusto/__init__.py @@ -1,4 +1,5 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License """Init file for azure namespace. https://github.com/Azure/azure-sdk-for-python/wiki/Azure-packaging""" + __path__ = __import__("pkgutil").extend_path(__path__, __name__) diff --git a/azure-kusto-ingest/azure/kusto/ingest/exceptions.py b/azure-kusto-ingest/azure/kusto/ingest/exceptions.py index 3bda6e60..93cacb69 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/exceptions.py +++ b/azure-kusto-ingest/azure/kusto/ingest/exceptions.py @@ -37,7 +37,6 @@ def __init__(self, expected_service_type, actual_service_type, suggested_endpoin class KustoQueueError(KustoClientError): - """Raised when not succeeding to upload message to queue in all retries""" def __init__(self): diff --git a/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py b/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py index 0ad69d22..dd682c96 100644 --- a/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py +++ b/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py @@ -194,9 +194,9 @@ def test_streaming_ingest_from_stream(self, ingest_client_class): assert result.status == IngestionStatus.SUCCESS def test_client_uri_from_query_endpoint(self): - assert ( - KustoStreamingIngestClient("https://somecluster.kusto.windows.net")._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/" - ), "Client URI was not extracted correctly from query endpoint" + assert KustoStreamingIngestClient("https://somecluster.kusto.windows.net")._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/", ( + "Client URI was not extracted correctly from query endpoint" + ) def test_client_uri_from_ingestion_endpoint(self): assert ( diff --git a/azure-kusto-ingest/tests/test_managed_streaming_ingest.py b/azure-kusto-ingest/tests/test_managed_streaming_ingest.py index eb00c455..5d6b22b6 100644 --- a/azure-kusto-ingest/tests/test_managed_streaming_ingest.py +++ b/azure-kusto-ingest/tests/test_managed_streaming_ingest.py @@ -354,27 +354,27 @@ def test_blob_ingestion(self, mock_uuid, mock_put_message_in_queue, mock_aad): def test_client_uri_from_query_endpoint(self): client = ManagedStreamingIngestClient("https://somecluster.kusto.windows.net") - assert ( - client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net" - ), "Client URI was not extracted correctly from query endpoint" + assert client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net", ( + "Client URI was not extracted correctly from query endpoint" + ) assert client.queued_client._resource_manager._kusto_client._kusto_cluster == "https://ingest-somecluster.kusto.windows.net/" - assert ( - client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/" - ), "Client URI was not extracted correctly from ingestion endpoint" + assert client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/", ( + "Client URI was not extracted correctly from ingestion endpoint" + ) def test_client_uri_from_ingestion_endpoint(self): client = ManagedStreamingIngestClient("https://ingest-somecluster.kusto.windows.net") - assert ( - client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net" - ), "Client URI was not extracted correctly from query endpoint" + assert client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net", ( + "Client URI was not extracted correctly from query endpoint" + ) assert client.queued_client._resource_manager._kusto_client._kusto_cluster == "https://ingest-somecluster.kusto.windows.net/" - assert ( - client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/" - ), "Client URI was not extracted correctly from ingestion endpoint" + assert client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/", ( + "Client URI was not extracted correctly from ingestion endpoint" + ) def test_from_ingestion_endpoint_reserved_hostname(self): client = ManagedStreamingIngestClient("https://localhost:8080") @@ -388,8 +388,8 @@ def test_from_ingestion_endpoint_reserved_hostname(self): assert client.streaming_client._kusto_client._kusto_cluster == "https://192.168.14.4/" client = ManagedStreamingIngestClient("https://onebox.dev.kusto.windows.net") - assert ( - client.queued_client._connection_datasource == "https://onebox.dev.kusto.windows.net" - ), "Client URI was not extracted correctly from query endpoint" + assert client.queued_client._connection_datasource == "https://onebox.dev.kusto.windows.net", ( + "Client URI was not extracted correctly from query endpoint" + ) assert client.queued_client._resource_manager._kusto_client._kusto_cluster == "https://onebox.dev.kusto.windows.net/" assert client.streaming_client._kusto_client._kusto_cluster == "https://onebox.dev.kusto.windows.net/" diff --git a/azure-kusto-ingest/tests/test_status_q.py b/azure-kusto-ingest/tests/test_status_q.py index f594e522..a0f91083 100644 --- a/azure-kusto-ingest/tests/test_status_q.py +++ b/azure-kusto-ingest/tests/test_status_q.py @@ -96,9 +96,11 @@ def test_isempty(self): fake_peek = fake_peek_factory( lambda queue_name, num_messages=1: [mock_message(success=True) for _ in range(0, num_messages)] if "qs" in queue_name else [] ) - with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, mock.patch.object( - client._resource_manager, "get_failed_ingestions_queues" - ) as mocked_get_failed_qs, mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock: + with ( + mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, + mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, + mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock, + ): fake_failed_queue = get_resource_uri("mocked_storage_account_f1", "mocked_qf_name") fake_success_queue = get_resource_uri("mocked_storage_account2", "mocked_qs_name") @@ -123,9 +125,11 @@ def test_peek(self): ] ) - with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, mock.patch.object( - client._resource_manager, "get_failed_ingestions_queues" - ) as mocked_get_failed_qs, mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock: + with ( + mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, + mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, + mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock, + ): fake_failed_queue1 = get_resource_uri("mocked_storage_account_f1", "mocked_qf_name") fake_failed_queue2 = get_resource_uri("mocked_storage_account_f2", "mocked_qf_2_name") fake_success_queue = get_resource_uri("mocked_storage_account2", "mocked_qs_name") @@ -168,16 +172,17 @@ def test_pop(self): ] ) - with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, mock.patch.object( - client._resource_manager, "get_failed_ingestions_queues" - ) as mocked_get_failed_qs, mock.patch.object( - QueueClient, - "receive_messages", - autospec=True, - side_effect=fake_receive, - ) as q_receive_mock, mock.patch.object( - QueueClient, "delete_message", return_value=None - ) as q_del_mock: + with ( + mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, + mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, + mock.patch.object( + QueueClient, + "receive_messages", + autospec=True, + side_effect=fake_receive, + ) as q_receive_mock, + mock.patch.object(QueueClient, "delete_message", return_value=None) as q_del_mock, + ): fake_failed_queue1 = get_resource_uri("mocked_storage_account_f1", "mocked_qf_name") fake_failed_queue2 = get_resource_uri("mocked_storage_account_f2", "mocked_qf_2_name") fake_success_queue = get_resource_uri("mocked_storage_account2", "mocked_qs_name") @@ -220,15 +225,16 @@ def test_pop_unbalanced_queues(self): fake_receive = fake_receive_factory( lambda queue_name, messages_per_page=1: [mock_message(success=False) for _ in range(0, messages_per_page)] if "1" in queue_name else [] ) - with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues"), mock.patch.object( - client._resource_manager, "get_failed_ingestions_queues" - ) as mocked_get_failed_qs, mock.patch.object( - QueueClient, - "receive_messages", - autospec=True, - side_effect=fake_receive, - ) as q_receive_mock, mock.patch.object( - QueueClient, "delete_message", return_value=None + with ( + mock.patch.object(client._resource_manager, "get_successful_ingestions_queues"), + mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, + mock.patch.object( + QueueClient, + "receive_messages", + autospec=True, + side_effect=fake_receive, + ) as q_receive_mock, + mock.patch.object(QueueClient, "delete_message", return_value=None), ): fake_failed_queue1 = get_resource_uri("mocked_storage_account_f1", "mocked_qf_1_name") fake_failed_queue2 = get_resource_uri("mocked_storage_account_f2", "mocked_qf_2_name") From 108a7dec843ecb67c8dae9dd5a27cda6e21e9878 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Sun, 18 May 2025 10:28:41 +0300 Subject: [PATCH 04/36] Ruff fixes --- azure-kusto-data/azure/kusto/data/__init__.py | 1 - azure-kusto-data/azure/kusto/data/aio/__init__.py | 2 ++ .../azure/kusto/data/aio/streaming_response.py | 2 +- azure-kusto-data/azure/kusto/data/client_base.py | 3 +-- azure-kusto-data/azure/kusto/data/helpers.py | 2 +- .../azure/kusto/data/kusto_trusted_endpoints.py | 2 -- azure-kusto-data/azure/kusto/data/security.py | 1 - azure-kusto-data/azure/kusto/data/streaming_response.py | 2 +- azure-kusto-data/tests/aio/test_kusto_client.py | 3 +-- azure-kusto-data/tests/test_kusto_client.py | 4 ++-- .../tests/test_kusto_connection_string_builder.py | 6 +++--- azure-kusto-data/tests/test_token_providers.py | 2 +- azure-kusto-ingest/azure/kusto/ingest/__init__.py | 3 +-- azure-kusto-ingest/azure/kusto/ingest/_status_q.py | 3 +-- azure-kusto-ingest/azure/kusto/ingest/descriptors.py | 5 ++--- azure-kusto-ingest/azure/kusto/ingest/ingest_client.py | 7 +++---- .../azure/kusto/ingest/ingestion_blob_info.py | 1 - .../azure/kusto/ingest/managed_streaming_ingest_client.py | 2 ++ azure-kusto-ingest/tests/test_kusto_ingest_client.py | 3 +-- .../tests/test_kusto_streaming_ingest_client.py | 1 - pyproject.toml | 3 +++ quick-start/sample_app.py | 2 -- 22 files changed, 26 insertions(+), 34 deletions(-) diff --git a/azure-kusto-data/azure/kusto/data/__init__.py b/azure-kusto-data/azure/kusto/data/__init__.py index ec1313a0..84ffe83d 100644 --- a/azure-kusto-data/azure/kusto/data/__init__.py +++ b/azure-kusto-data/azure/kusto/data/__init__.py @@ -1,7 +1,6 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License. -from ._version import VERSION as __version__ from .client import KustoClient from .client_request_properties import ClientRequestProperties from .kcsb import KustoConnectionStringBuilder diff --git a/azure-kusto-data/azure/kusto/data/aio/__init__.py b/azure-kusto-data/azure/kusto/data/aio/__init__.py index 5c183b47..e1bb77a5 100644 --- a/azure-kusto-data/azure/kusto/data/aio/__init__.py +++ b/azure-kusto-data/azure/kusto/data/aio/__init__.py @@ -1 +1,3 @@ from .client import KustoClient + +__all__ = ["KustoClient"] diff --git a/azure-kusto-data/azure/kusto/data/aio/streaming_response.py b/azure-kusto-data/azure/kusto/data/aio/streaming_response.py index 0440339a..c1f739ea 100644 --- a/azure-kusto-data/azure/kusto/data/aio/streaming_response.py +++ b/azure-kusto-data/azure/kusto/data/aio/streaming_response.py @@ -5,7 +5,7 @@ from ijson import IncompleteJSONError from azure.kusto.data._models import WellKnownDataSet -from azure.kusto.data.exceptions import KustoTokenParsingError, KustoUnsupportedApiError, KustoApiError, KustoMultiApiError +from azure.kusto.data.exceptions import KustoTokenParsingError, KustoUnsupportedApiError, KustoMultiApiError from azure.kusto.data.streaming_response import JsonTokenType, FrameType, JsonToken diff --git a/azure-kusto-data/azure/kusto/data/client_base.py b/azure-kusto-data/azure/kusto/data/client_base.py index 168d8421..bdacc93a 100644 --- a/azure-kusto-data/azure/kusto/data/client_base.py +++ b/azure-kusto-data/azure/kusto/data/client_base.py @@ -2,7 +2,6 @@ import io import json import uuid -from copy import copy from datetime import timedelta from typing import Union, Optional, Any, NoReturn, ClassVar, TYPE_CHECKING from urllib.parse import urljoin @@ -109,7 +108,7 @@ def _handle_http_error( raise KustoThrottlingError("The request was throttled by the server.", response) from exception if status == 401: - raise KustoServiceError(f"401. Missing adequate access rights.", response) from exception + raise KustoServiceError("401. Missing adequate access rights.", response) from exception if payload: message = f"An error occurred while trying to ingest: Status: {status}, Reason: {response.reason}, Text: {response_text}." diff --git a/azure-kusto-data/azure/kusto/data/helpers.py b/azure-kusto-data/azure/kusto/data/helpers.py index d2ed5db0..ef5705f1 100644 --- a/azure-kusto-data/azure/kusto/data/helpers.py +++ b/azure-kusto-data/azure/kusto/data/helpers.py @@ -129,7 +129,7 @@ def parse_datetime(frame, col): # if frame contains ".", replace "Z" with ".000Z" # == False is not a mistake - that's the pandas way to do it contains_dot = frame[col].str.contains(".") - frame.loc[contains_dot == False, col] = frame.loc[contains_dot == False, col].str.replace("Z", ".000Z") + frame.loc[not contains_dot, col] = frame.loc[not contains_dot, col].str.replace("Z", ".000Z") frame[col] = pd.to_datetime(frame[col], errors="coerce", **args) return frame[col] diff --git a/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py b/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py index 7e0033c1..dd5e4bd2 100644 --- a/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py +++ b/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py @@ -1,6 +1,4 @@ import copy -import json -from pathlib import Path from typing import List, Dict from urllib.parse import urlparse diff --git a/azure-kusto-data/azure/kusto/data/security.py b/azure-kusto-data/azure/kusto/data/security.py index 3bfc78ee..caf6462a 100644 --- a/azure-kusto-data/azure/kusto/data/security.py +++ b/azure-kusto-data/azure/kusto/data/security.py @@ -4,7 +4,6 @@ from urllib.parse import urlparse from ._token_providers import ( - TokenProviderBase, BasicTokenProvider, CallbackTokenProvider, MsiTokenProvider, diff --git a/azure-kusto-data/azure/kusto/data/streaming_response.py b/azure-kusto-data/azure/kusto/data/streaming_response.py index 1d515900..802c2f2f 100644 --- a/azure-kusto-data/azure/kusto/data/streaming_response.py +++ b/azure-kusto-data/azure/kusto/data/streaming_response.py @@ -5,7 +5,7 @@ from ijson import IncompleteJSONError from azure.kusto.data._models import WellKnownDataSet -from azure.kusto.data.exceptions import KustoServiceError, KustoTokenParsingError, KustoUnsupportedApiError, KustoApiError, KustoMultiApiError +from azure.kusto.data.exceptions import KustoTokenParsingError, KustoUnsupportedApiError, KustoMultiApiError class JsonTokenType(Enum): diff --git a/azure-kusto-data/tests/aio/test_kusto_client.py b/azure-kusto-data/tests/aio/test_kusto_client.py index 7383727d..1b241704 100644 --- a/azure-kusto-data/tests/aio/test_kusto_client.py +++ b/azure-kusto-data/tests/aio/test_kusto_client.py @@ -11,12 +11,11 @@ from azure.kusto.data.client_request_properties import ClientRequestProperties from azure.kusto.data.exceptions import KustoClosedError, KustoMultiApiError, KustoNetworkError from azure.kusto.data.helpers import dataframe_from_result_table -from ..kusto_client_common import KustoClientTestsMixin, mocked_requests_post, proxy_kcsb +from ..kusto_client_common import KustoClientTestsMixin, mocked_requests_post from ..test_kusto_client import TestKustoClient as KustoClientTestsSync PANDAS = False try: - import pandas PANDAS = True except: diff --git a/azure-kusto-data/tests/test_kusto_client.py b/azure-kusto-data/tests/test_kusto_client.py index 88e61a78..c2535ec3 100644 --- a/azure-kusto-data/tests/test_kusto_client.py +++ b/azure-kusto-data/tests/test_kusto_client.py @@ -11,7 +11,7 @@ from azure.kusto.data.exceptions import KustoClosedError, KustoMultiApiError, KustoNetworkError, KustoServiceError from azure.kusto.data.helpers import dataframe_from_result_table from azure.kusto.data.response import KustoStreamingResponseDataSet -from tests.kusto_client_common import KustoClientTestsMixin, mocked_requests_post, get_response_first_primary_result, get_table_first_row, proxy_kcsb +from tests.kusto_client_common import KustoClientTestsMixin, mocked_requests_post, get_response_first_primary_result, get_table_first_row @pytest.fixture(params=[KustoClient.execute_query, KustoClient.execute_streaming_query]) @@ -130,7 +130,7 @@ def test_dynamic(self, mock_post, method): def test_json_401(self, mock_post, method): """Tests 401 permission errors.""" with KustoClient(self.HOST) as client: - with pytest.raises(KustoServiceError, match=f"401. Missing adequate access rights."): + with pytest.raises(KustoServiceError, match="401. Missing adequate access rights."): query = "execute_401" response = method.__call__(client, "PythonTest", query) get_response_first_primary_result(response) diff --git a/azure-kusto-data/tests/test_kusto_connection_string_builder.py b/azure-kusto-data/tests/test_kusto_connection_string_builder.py index fc00e04b..087a57b0 100644 --- a/azure-kusto-data/tests/test_kusto_connection_string_builder.py +++ b/azure-kusto-data/tests/test_kusto_connection_string_builder.py @@ -271,7 +271,7 @@ def test_add_msi(self): exception_occurred = False try: fault = KustoConnectionStringBuilder.with_aad_managed_service_identity_authentication("localhost", client_id=client_guid, object_id=object_guid) - except ValueError as e: + except ValueError: exception_occurred = True finally: assert exception_occurred @@ -291,7 +291,7 @@ def test_add_token_provider(self): exception_occurred = False try: kscb = KustoConnectionStringBuilder.with_token_provider("localhost", caller_token) - except AssertionError as ex: + except AssertionError: exception_occurred = True finally: assert exception_occurred @@ -310,7 +310,7 @@ async def async_token_provider(): exception_occurred = False try: kscb = KustoConnectionStringBuilder.with_async_token_provider("localhost", caller_token) - except AssertionError as ex: + except AssertionError: exception_occurred = True finally: assert exception_occurred diff --git a/azure-kusto-data/tests/test_token_providers.py b/azure-kusto-data/tests/test_token_providers.py index 7345a4ee..7a912d24 100644 --- a/azure-kusto-data/tests/test_token_providers.py +++ b/azure-kusto-data/tests/test_token_providers.py @@ -9,7 +9,7 @@ from azure.kusto.data._token_providers import * from azure.kusto.data.exceptions import KustoNetworkError -from azure.kusto.data.env_utils import get_env, get_app_id, get_auth_id, get_app_key, prepare_app_key_auth +from azure.kusto.data.env_utils import get_env, get_app_id, get_auth_id, prepare_app_key_auth TOKEN_VALUE = "little miss sunshine" diff --git a/azure-kusto-ingest/azure/kusto/ingest/__init__.py b/azure-kusto-ingest/azure/kusto/ingest/__init__.py index a80ac074..91d1688e 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/__init__.py +++ b/azure-kusto-ingest/azure/kusto/ingest/__init__.py @@ -1,6 +1,6 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License -from ._version import VERSION as __version__ +from .base_ingest_client import BaseIngestClient from .base_ingest_client import IngestionResult, IngestionStatus from .descriptors import BlobDescriptor, FileDescriptor, StreamDescriptor from .exceptions import KustoMissingMappingError, KustoMappingError, KustoQueueError, KustoDuplicateMappingError, KustoInvalidEndpointError, KustoClientError @@ -18,7 +18,6 @@ ) from .managed_streaming_ingest_client import ManagedStreamingIngestClient from .streaming_ingest_client import KustoStreamingIngestClient -from .base_ingest_client import BaseIngestClient __all__ = [ "IngestionResult", diff --git a/azure-kusto-ingest/azure/kusto/ingest/_status_q.py b/azure-kusto-ingest/azure/kusto/ingest/_status_q.py index de5d5d44..e53ebd9e 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/_status_q.py +++ b/azure-kusto-ingest/azure/kusto/ingest/_status_q.py @@ -1,11 +1,10 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License import random - from typing import List, Callable, TYPE_CHECKING from azure.kusto.ingest._resource_manager import _ResourceUri -from azure.storage.queue import QueueServiceClient, QueueClient, QueueMessage, TextBase64EncodePolicy, TextBase64DecodePolicy +from azure.storage.queue import QueueServiceClient, QueueClient, QueueMessage, TextBase64DecodePolicy if TYPE_CHECKING: from azure.kusto.ingest.status import StatusMessage diff --git a/azure-kusto-ingest/azure/kusto/ingest/descriptors.py b/azure-kusto-ingest/azure/kusto/ingest/descriptors.py index 5e1fb9a9..84e3f794 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/descriptors.py +++ b/azure-kusto-ingest/azure/kusto/ingest/descriptors.py @@ -2,14 +2,13 @@ # Licensed under the MIT License import abc import os -import random import shutil import struct import uuid from copy import copy from gzip import GzipFile from io import BytesIO, SEEK_END -from typing import Union, Optional, AnyStr, IO, List, Dict +from typing import Union, Optional, AnyStr, IO from zipfile import ZipFile from azure.storage.blob import BlobClient @@ -21,7 +20,7 @@ def ensure_uuid(maybe_uuid: OptionalUUID) -> uuid.UUID: if not maybe_uuid: return uuid.uuid4() - if type(maybe_uuid) == uuid.UUID: + if maybe_uuid is uuid.UUID: return maybe_uuid return uuid.UUID(f"{maybe_uuid}", version=4) diff --git a/azure-kusto-ingest/azure/kusto/ingest/ingest_client.py b/azure-kusto-ingest/azure/kusto/ingest/ingest_client.py index 74db461e..bec80acd 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/ingest_client.py +++ b/azure-kusto-ingest/azure/kusto/ingest/ingest_client.py @@ -1,8 +1,6 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License -import random from typing import Union, AnyStr, IO, List, Optional, Dict -from urllib.parse import urlparse from azure.storage.blob import BlobServiceClient @@ -12,13 +10,13 @@ from azure.kusto.data import KustoClient, KustoConnectionStringBuilder from azure.kusto.data._telemetry import MonitoredActivity -from azure.kusto.data.exceptions import KustoClosedError, KustoServiceError +from azure.kusto.data.exceptions import KustoClosedError from ._ingest_telemetry import IngestTracingAttributes from ._resource_manager import _ResourceManager, _ResourceUri from .base_ingest_client import BaseIngestClient, IngestionResult, IngestionStatus from .descriptors import BlobDescriptor, FileDescriptor, StreamDescriptor -from .exceptions import KustoInvalidEndpointError, KustoQueueError +from .exceptions import KustoQueueError from azure.kusto.data.exceptions import KustoBlobError from .ingestion_blob_info import IngestionBlobInfo from .ingestion_properties import IngestionProperties @@ -161,6 +159,7 @@ def ingest_from_blob(self, blob_descriptor: BlobDescriptor, ingestion_properties self._resource_manager.report_resource_usage_result(queue.storage_account_name, False) if retries_left == 0: raise KustoQueueError() from e + raise KustoQueueError() def _get_containers(self) -> List[_ResourceUri]: return self._resource_manager.get_containers() diff --git a/azure-kusto-ingest/azure/kusto/ingest/ingestion_blob_info.py b/azure-kusto-ingest/azure/kusto/ingest/ingestion_blob_info.py index ab52df4e..29ce9a63 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/ingestion_blob_info.py +++ b/azure-kusto-ingest/azure/kusto/ingest/ingestion_blob_info.py @@ -1,7 +1,6 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License import json -import uuid from datetime import datetime from typing import TYPE_CHECKING diff --git a/azure-kusto-ingest/azure/kusto/ingest/managed_streaming_ingest_client.py b/azure-kusto-ingest/azure/kusto/ingest/managed_streaming_ingest_client.py index 942a9faf..41a0b1db 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/managed_streaming_ingest_client.py +++ b/azure-kusto-ingest/azure/kusto/ingest/managed_streaming_ingest_client.py @@ -154,6 +154,8 @@ def _stream_with_retries( tracing_attributes={"attemptNumber": attempt, "sourceIsStream": from_stream}, ) + return None + @staticmethod def _get_request_id(source_id: uuid.UUID, attempt: int): return f"KPC.executeManagedStreamingIngest;{source_id};{attempt}" diff --git a/azure-kusto-ingest/tests/test_kusto_ingest_client.py b/azure-kusto-ingest/tests/test_kusto_ingest_client.py index ac68a92d..46fd36df 100644 --- a/azure-kusto-ingest/tests/test_kusto_ingest_client.py +++ b/azure-kusto-ingest/tests/test_kusto_ingest_client.py @@ -13,12 +13,11 @@ from azure.kusto.data.data_format import DataFormat from azure.kusto.ingest import QueuedIngestClient, IngestionProperties, IngestionStatus, _resource_manager -from azure.kusto.ingest.exceptions import KustoInvalidEndpointError, KustoQueueError +from azure.kusto.ingest.exceptions import KustoQueueError from azure.kusto.ingest.managed_streaming_ingest_client import ManagedStreamingIngestClient pandas_installed = False try: - import pandas pandas_installed = True except: diff --git a/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py b/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py index dd682c96..781857dd 100644 --- a/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py +++ b/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py @@ -13,7 +13,6 @@ pandas_installed = False try: - import pandas pandas_installed = True except: diff --git a/pyproject.toml b/pyproject.toml index 589e42a2..cf9e6f12 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -41,6 +41,9 @@ quick-start = { workspace = true } line-length = 160 target-version = 'py39' +[tool.ruff.lint] +ignore = ["E731"] # E731 - don't assign lambdas. + [tool.ruff.lint.per-file-ignores] "**/sample.py" = ["E402"] # module level import not at top of file (for samples) "**/test_streaming_query.py" = ["F841"] # unused variable - for pytest raises diff --git a/quick-start/sample_app.py b/quick-start/sample_app.py index f10d3349..5e8225db 100644 --- a/quick-start/sample_app.py +++ b/quick-start/sample_app.py @@ -2,7 +2,6 @@ import enum import json import uuid -import os from dataclasses import dataclass from typing import List @@ -27,7 +26,6 @@ from opentelemetry.sdk.trace.export import ConsoleSpanExporter # alternative azure monitor exporter for distributed tracing -from azure.monitor.opentelemetry.exporter import AzureMonitorTraceExporter def enable_distributed_tracing() -> "Tracer": From 7546c72738631171dc012bda64c11f9ade01b3e2 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Sun, 18 May 2025 10:35:38 +0300 Subject: [PATCH 05/36] Ruff fixes --- azure-kusto-data/azure/kusto/data/aio/response.py | 4 ++-- azure-kusto-data/tests/kusto_client_common.py | 4 ++-- azure-kusto-ingest/azure/kusto/ingest/status.py | 2 +- 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/azure-kusto-data/azure/kusto/data/aio/response.py b/azure-kusto-data/azure/kusto/data/aio/response.py index a2a99302..e293ef43 100644 --- a/azure-kusto-data/azure/kusto/data/aio/response.py +++ b/azure-kusto-data/azure/kusto/data/aio/response.py @@ -30,7 +30,7 @@ async def __anext__(self) -> BaseKustoResultTable: if self.finished: raise StopAsyncIteration() - if type(self._current_table) == KustoStreamingResultTable and not self._current_table.finished and not self._skip_incomplete_tables: + if self._current_table is KustoStreamingResultTable and not self._current_table.finished and not self._skip_incomplete_tables: raise KustoStreamingQueryError( "Tried retrieving a new primary_result table before the old one was finished. To override call `set_skip_incomplete_tables(True)`" ) @@ -40,7 +40,7 @@ async def __anext__(self) -> BaseKustoResultTable: table = await self.streamed_data.__anext__() except StopAsyncIteration: self.finished = True - return + raise if table["FrameType"] == FrameType.DataTable: break diff --git a/azure-kusto-data/tests/kusto_client_common.py b/azure-kusto-data/tests/kusto_client_common.py index 5f35e7bb..71fde385 100644 --- a/azure-kusto-data/tests/kusto_client_common.py +++ b/azure-kusto-data/tests/kusto_client_common.py @@ -20,7 +20,7 @@ import pandas PANDAS = True -except: +except ImportError: pass @@ -429,7 +429,7 @@ def _assert_partial_results_response(response: SyncResponseSet): assert len(results) == 5 assert results[0]["x"] == 1 - if type(response) == KustoStreamingResponseDataSet: + if response is KustoStreamingResponseDataSet: _ = [t for t in response] # Read rest of tables assert response.errors_count == 1 assert "E_QUERY_RESULT_SET_TOO_LARGE" in response.get_exceptions()[0] diff --git a/azure-kusto-ingest/azure/kusto/ingest/status.py b/azure-kusto-ingest/azure/kusto/ingest/status.py index 79d220c8..0730daf2 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/status.py +++ b/azure-kusto-ingest/azure/kusto/ingest/status.py @@ -23,7 +23,7 @@ def __init__(self, s): if hasattr(self, key): try: setattr(self, key, value) - except: + except: # noqa: E722 # TODO: should we set up a logger? pass From ae8a1418a4968073c3251d453838c43ae9982b4d Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Sun, 18 May 2025 11:05:58 +0300 Subject: [PATCH 06/36] Typing fixes --- azure-kusto-data/azure/__init__.py | 2 +- azure-kusto-data/azure/kusto/__init__.py | 2 +- .../azure/kusto/data/_telemetry.py | 18 +++++++++------- .../azure/kusto/data/_token_providers.py | 8 +++---- .../azure/kusto/data/aio/client.py | 10 ++++----- .../kusto/data/aio/streaming_response.py | 7 +++++-- azure-kusto-data/azure/kusto/data/client.py | 2 +- .../kusto/data/client_request_properties.py | 2 +- .../azure/kusto/data/exceptions.py | 6 ++++-- azure-kusto-data/azure/kusto/data/helpers.py | 1 + azure-kusto-data/azure/kusto/data/kcsb.py | 21 ++++++++++++------- .../kusto/data/kusto_trusted_endpoints.py | 6 +++--- azure-kusto-data/azure/kusto/data/security.py | 5 ++++- .../azure/kusto/ingest/_resource_manager.py | 10 ++++----- .../kusto/ingest/ingestion_properties.py | 6 +++--- quick-start/utils.py | 9 ++++---- 16 files changed, 66 insertions(+), 49 deletions(-) diff --git a/azure-kusto-data/azure/__init__.py b/azure-kusto-data/azure/__init__.py index c6c19b4d..712dcc3b 100644 --- a/azure-kusto-data/azure/__init__.py +++ b/azure-kusto-data/azure/__init__.py @@ -2,4 +2,4 @@ # Licensed under the MIT License """Init file for azure namespace. https://github.com/Azure/azure-sdk-for-python/wiki/Azure-packaging""" -__path__ = __import__("pkgutil").extend_path(__path__, __name__) +__path__ = __import__("pkgutil").extend_path(__path__, __name__) #type: ignore diff --git a/azure-kusto-data/azure/kusto/__init__.py b/azure-kusto-data/azure/kusto/__init__.py index c6c19b4d..712dcc3b 100644 --- a/azure-kusto-data/azure/kusto/__init__.py +++ b/azure-kusto-data/azure/kusto/__init__.py @@ -2,4 +2,4 @@ # Licensed under the MIT License """Init file for azure namespace. https://github.com/Azure/azure-sdk-for-python/wiki/Azure-packaging""" -__path__ = __import__("pkgutil").extend_path(__path__, __name__) +__path__ = __import__("pkgutil").extend_path(__path__, __name__) #type: ignore diff --git a/azure-kusto-data/azure/kusto/data/_telemetry.py b/azure-kusto-data/azure/kusto/data/_telemetry.py index 70201c0e..80c73418 100644 --- a/azure-kusto-data/azure/kusto/data/_telemetry.py +++ b/azure-kusto-data/azure/kusto/data/_telemetry.py @@ -42,12 +42,12 @@ def add_attributes(cls, **kwargs) -> None: span.add_attribute(key, val) @classmethod - def set_query_attributes(cls, cluster: str, database: str, properties: Optional[ClientRequestProperties] = None) -> None: + def set_query_attributes(cls, cluster: str, database: Optional[str], properties: Optional[ClientRequestProperties] = None) -> None: query_attributes: dict = cls.create_query_attributes(cluster, database, properties) cls.add_attributes(tracing_attributes=query_attributes) @classmethod - def set_streaming_ingest_attributes(cls, cluster: str, database: str, table: str, properties: Optional[ClientRequestProperties] = None) -> None: + def set_streaming_ingest_attributes(cls, cluster: str, database: Optional[str], table: str, properties: Optional[ClientRequestProperties] = None) -> None: ingest_attributes: dict = cls.create_streaming_ingest_attributes(cluster, database, table, properties) cls.add_attributes(tracing_attributes=ingest_attributes) @@ -57,7 +57,7 @@ def set_cloud_info_attributes(cls, url: str) -> None: cls.add_attributes(tracing_attributes=cloud_info_attributes) @classmethod - def create_query_attributes(cls, cluster: str, database: str, properties: Optional[ClientRequestProperties] = None) -> dict: + def create_query_attributes(cls, cluster: str, database: Optional[str], properties: Optional[ClientRequestProperties] = None) -> dict: query_attributes: dict = {cls._KUSTO_CLUSTER: cluster, cls._DATABASE: database} if properties: query_attributes.update(properties.get_tracing_attributes()) @@ -65,15 +65,17 @@ def create_query_attributes(cls, cluster: str, database: str, properties: Option return query_attributes @classmethod - def create_streaming_ingest_attributes(cls, cluster: str, database: str, table: str, properties: Optional[ClientRequestProperties] = None) -> dict: - ingest_attributes: dict = {cls._KUSTO_CLUSTER: cluster, cls._DATABASE: database, cls._TABLE: table} + def create_streaming_ingest_attributes(cls, cluster: str, database: Optional[str], table: str, properties: Optional[ClientRequestProperties] = None) -> dict: + ingest_attributes: dict = {cls._KUSTO_CLUSTER: cluster, cls._TABLE: table} + if database: + ingest_attributes[cls._DATABASE] = database if properties: ingest_attributes.update(properties.get_tracing_attributes()) return ingest_attributes @classmethod - def create_http_attributes(cls, method: str, url: str, headers: dict = None) -> dict: + def create_http_attributes(cls, method: str, url: str, headers: Optional[dict] = None) -> dict: if headers is None: headers = {} http_tracing_attributes: dict = { @@ -105,7 +107,7 @@ class MonitoredActivity: T = TypeVar("T") @staticmethod - def invoke(invoker: Callable[[], T], name_of_span: str = None, tracing_attributes=None, kind: str = SpanKind.INTERNAL) -> T: + def invoke(invoker: Callable[[], T], name_of_span: Optional[str] = None, tracing_attributes=None, kind: Optional[SpanKind] = SpanKind.INTERNAL) -> T: """ Runs the span on given function """ @@ -116,7 +118,7 @@ def invoke(invoker: Callable[[], T], name_of_span: str = None, tracing_attribute return span() @staticmethod - async def invoke_async(invoker: Callable[[], T], name_of_span: str = None, tracing_attributes=None, kind: str = SpanKind.INTERNAL) -> T: + async def invoke_async(invoker: Callable[[], T], name_of_span: Optional[str] = None, tracing_attributes=None, kind: Optional[SpanKind] = SpanKind.INTERNAL) -> T: """ Runs a span on given function """ diff --git a/azure-kusto-data/azure/kusto/data/_token_providers.py b/azure-kusto-data/azure/kusto/data/_token_providers.py index d0949748..1d4bb359 100644 --- a/azure-kusto-data/azure/kusto/data/_token_providers.py +++ b/azure-kusto-data/azure/kusto/data/_token_providers.py @@ -353,9 +353,9 @@ class MsiTokenProvider(CloudInfoTokenProvider): The args parameter is a dictionary conforming with the ManagedIdentityCredential initializer API arguments """ - def __init__(self, kusto_uri: str, msi_args: dict = None, is_async: bool = False): + def __init__(self, kusto_uri: str, msi_args: Optional[dict] = None, is_async: bool = False): super().__init__(kusto_uri, is_async) - self._msi_args: dict = msi_args + self._msi_args: dict = msi_args or {} self._msi_auth_context: Optional[ManagedIdentityCredential] = None self._msi_auth_context_async: Optional[AsyncManagedIdentityCredential] = None @@ -604,7 +604,7 @@ def __init__( authority_id: str, private_cert: str, thumbprint: str, - public_cert: str = None, + public_cert: Optional[str] = None, is_async: bool = False, ): super().__init__(kusto_uri, is_async) @@ -705,7 +705,7 @@ async def close_async(self): class DeviceLoginTokenProvider(AzureIdentityTokenCredentialProvider): """Acquire a token from MSAL with Device Login flow""" - def __init__(self, kusto_uri: str, authority_id: str, device_code_callback: DeviceCallbackType = None, is_async: bool = False): + def __init__(self, kusto_uri: str, authority_id: str, device_code_callback: Optional[DeviceCallbackType] = None, is_async: bool = False): self._msal_client = None self._auth = authority_id self._account = None diff --git a/azure-kusto-data/azure/kusto/data/aio/client.py b/azure-kusto-data/azure/kusto/data/aio/client.py index 60e9b657..824a3f29 100644 --- a/azure-kusto-data/azure/kusto/data/aio/client.py +++ b/azure-kusto-data/azure/kusto/data/aio/client.py @@ -45,7 +45,7 @@ async def __aexit__(self, exc_type, exc_val, exc_tb): await self.close() @aio_documented_by(KustoClientSync.execute) - async def execute(self, database: Optional[str], query: str, properties: ClientRequestProperties = None) -> KustoResponseDataSet: + async def execute(self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet: query = query.strip() if query.startswith("."): return await self.execute_mgmt(database, query, properties) @@ -53,7 +53,7 @@ async def execute(self, database: Optional[str], query: str, properties: ClientR @distributed_trace_async(name_of_span="AioKustoClient.query_cmd", kind=SpanKind.CLIENT) @aio_documented_by(KustoClientSync.execute_query) - async def execute_query(self, database: str, query: str, properties: ClientRequestProperties = None) -> KustoResponseDataSet: + async def execute_query(self, database: str, query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet: database = self._get_database_or_default(database) Span.set_query_attributes(self._kusto_cluster, database, properties) request = ExecuteRequestParams._from_query( @@ -70,7 +70,7 @@ async def execute_query(self, database: str, query: str, properties: ClientReque @distributed_trace_async(name_of_span="AioKustoClient.control_cmd", kind=SpanKind.CLIENT) @aio_documented_by(KustoClientSync.execute_mgmt) - async def execute_mgmt(self, database: str, query: str, properties: ClientRequestProperties = None) -> KustoResponseDataSet: + async def execute_mgmt(self, database: str, query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet: database = self._get_database_or_default(database) Span.set_query_attributes(self._kusto_cluster, database, properties) request = ExecuteRequestParams._from_query( @@ -94,8 +94,8 @@ async def execute_streaming_ingest( stream: Optional[io.IOBase], blob_url: Optional[str], stream_format: Union[DataFormat, str], - properties: ClientRequestProperties = None, - mapping_name: str = None, + properties: Optional[ClientRequestProperties] = None, + mapping_name: Optional[str] = None, ): database = self._get_database_or_default(database) diff --git a/azure-kusto-data/azure/kusto/data/aio/streaming_response.py b/azure-kusto-data/azure/kusto/data/aio/streaming_response.py index c1f739ea..12916a31 100644 --- a/azure-kusto-data/azure/kusto/data/aio/streaming_response.py +++ b/azure-kusto-data/azure/kusto/data/aio/streaming_response.py @@ -1,4 +1,4 @@ -from typing import Any, Tuple, Dict, Iterator +from typing import Any, Tuple, Dict, Iterator, AsyncIterator import aiohttp import ijson @@ -88,12 +88,14 @@ async def skip_until_property_name_or_end_object(self, *names: str) -> JsonToken continue raise Exception(f"Unexpected token {token}") + raise KustoTokenParsingError("Unexpected end of stream") async def skip_until_token_with_paths(self, *tokens: (JsonTokenType, str)) -> JsonToken: async for token in self: if any((token.token_type == t_type and token.token_path == t_path) for (t_type, t_path) in tokens): return token await self.skip_children(token) + raise KustoTokenParsingError("Unexpected end of stream") class StreamingDataSetEnumerator: @@ -157,8 +159,9 @@ async def parse_frame(self, frame_type: FrameType) -> Dict[str, Any]: if token.token_type != JsonTokenType.END_MAP: res["OneApiErrors"] = self.parse_array(skip_start=False) return res + raise KustoTokenParsingError("Unexpected end of stream") - async def row_iterator(self) -> Iterator[list]: + async def row_iterator(self) -> AsyncIterator[list]: await self.reader.read_token_of_type(JsonTokenType.START_ARRAY) while True: token = await self.reader.read_token_of_type(JsonTokenType.START_ARRAY, JsonTokenType.END_ARRAY, JsonTokenType.START_MAP) diff --git a/azure-kusto-data/azure/kusto/data/client.py b/azure-kusto-data/azure/kusto/data/client.py index c1a36e09..f01862b2 100644 --- a/azure-kusto-data/azure/kusto/data/client.py +++ b/azure-kusto-data/azure/kusto/data/client.py @@ -222,7 +222,7 @@ def execute_streaming_ingest( blob_url: Optional[str], stream_format: Union[DataFormat, str], properties: Optional[ClientRequestProperties] = None, - mapping_name: str = None, + mapping_name: Optional[str] = None, ): """ Execute streaming ingest against this client diff --git a/azure-kusto-data/azure/kusto/data/client_request_properties.py b/azure-kusto-data/azure/kusto/data/client_request_properties.py index a2e7ae3f..92226c0d 100644 --- a/azure-kusto-data/azure/kusto/data/client_request_properties.py +++ b/azure-kusto-data/azure/kusto/data/client_request_properties.py @@ -44,7 +44,7 @@ def has_option(self, name: str) -> bool: """Checks if an option is specified.""" return name in self._options - def get_option(self, name: str, default_value: Any) -> str: + def get_option(self, name: str, default_value: Any) -> Any: """Gets an option's value.""" return self._options.get(name, default_value) diff --git a/azure-kusto-data/azure/kusto/data/exceptions.py b/azure-kusto-data/azure/kusto/data/exceptions.py index 5abcbd68..6d4fade5 100644 --- a/azure-kusto-data/azure/kusto/data/exceptions.py +++ b/azure-kusto-data/azure/kusto/data/exceptions.py @@ -11,7 +11,7 @@ from aiohttp import ClientResponse except ImportError: # No aio installed, ignore - ClientResponse = None + ClientResponse = None #type: ignore pass @@ -120,7 +120,9 @@ class KustoApiError(KustoServiceError): Represents a standard API error from kusto. Use `get_api_error()` to retrieve more details. """ - def __init__(self, error_dict: dict, message: str = None, http_response: "Union[requests.Response, ClientResponse, None]" = None, kusto_response=None): + def __init__( + self, error_dict: dict, message: Optional[str] = None, http_response: "Union[requests.Response, ClientResponse, None]" = None, kusto_response=None + ): self.error = OneApiError.from_dict(error_dict["error"]) super().__init__(message or self.error.description, http_response, kusto_response) diff --git a/azure-kusto-data/azure/kusto/data/helpers.py b/azure-kusto-data/azure/kusto/data/helpers.py index ef5705f1..3e6a1751 100644 --- a/azure-kusto-data/azure/kusto/data/helpers.py +++ b/azure-kusto-data/azure/kusto/data/helpers.py @@ -153,3 +153,4 @@ def parse_timedelta(raw_value: Union[int, float, str]) -> "pd.Timedelta": else: formatted_value = raw_value.replace(".", " days ", 1) return pd.to_timedelta(formatted_value) + raise ValueError(f"Invalid timespan value: {raw_value}") diff --git a/azure-kusto-data/azure/kusto/data/kcsb.py b/azure-kusto-data/azure/kusto/data/kcsb.py index 28b05a06..d2ca167b 100644 --- a/azure-kusto-data/azure/kusto/data/kcsb.py +++ b/azure-kusto-data/azure/kusto/data/kcsb.py @@ -126,7 +126,7 @@ class KustoConnectionStringBuilder: device_login: bool = False token_credential_login: bool = False - device_callback: DeviceCallbackType = None + device_callback: Optional[DeviceCallbackType] = None msi_authentication: bool = False msi_parameters: Optional[dict] = None @@ -190,7 +190,7 @@ def __setitem__(self, key: "Union[SupportedKeywords, str]", value: Union[str, bo raise TypeError("Value cannot be None.") if keyword.is_str_type(): - self._internal_dict[keyword.name] = value.strip() + self._internal_dict[keyword.name] = value.strip() #type: ignore - we know that value is str elif keyword.is_bool_type(): if not isinstance(value, bool): raise TypeError("Expected %s to be bool" % key) @@ -338,7 +338,7 @@ def with_aad_application_token_authentication(cls, connection_string: str, appli @classmethod def with_aad_device_authentication( - cls, connection_string: str, authority_id: str = "organizations", callback: DeviceCallbackType = None + cls, connection_string: str, authority_id: str = "organizations", callback: Optional[DeviceCallbackType] = None ) -> "KustoConnectionStringBuilder": """ Creates a KustoConnection string builder that will authenticate with AAD application and @@ -373,7 +373,12 @@ def with_az_cli_authentication(cls, connection_string: str) -> "KustoConnectionS @classmethod def with_aad_managed_service_identity_authentication( - cls, connection_string: str, client_id: str = None, object_id: str = None, msi_res_id: str = None, timeout: int = None + cls, + connection_string: str, + client_id: Optional[str] = None, + object_id: Optional[str] = None, + msi_res_id: Optional[str] = None, + timeout: Optional[int] = None, ) -> "KustoConnectionStringBuilder": """ Creates a KustoConnection string builder that will authenticate with AAD application, using @@ -641,10 +646,10 @@ def _build_connection_string(self, kcsb_as_dict: dict) -> str: return ";".join(["{0}={1}".format(word.value, kcsb_as_dict[word]) for word in SupportedKeywords if word in kcsb_as_dict]) def _parse_data_source(self, url: str): - url = urlparse(url) - if not url.netloc: + url_res = urlparse(url) + if not url_res.netloc: return - segments = url.path.lstrip("/").split("/") + segments = url_res.path.lstrip("/").split("/") if len(segments) == 1 and segments[0] and not self.initial_catalog: self.initial_catalog = segments[0] - self._internal_dict[SupportedKeywords.DATA_SOURCE] = url._replace(path="").geturl() + self._internal_dict[SupportedKeywords.DATA_SOURCE] = url_res._replace(path="").geturl() diff --git a/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py b/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py index dd5e4bd2..5440a0f8 100644 --- a/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py +++ b/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py @@ -1,5 +1,5 @@ import copy -from typing import List, Dict +from typing import List, Dict, Optional from urllib.parse import urlparse from azure.kusto.data.helpers import get_string_tail_lower_case @@ -40,7 +40,7 @@ def is_match(self, candidate): return False -def create_fast_suffix_matcher_from_existing(rules: List[MatchRule], existing: FastSuffixMatcher) -> FastSuffixMatcher: +def create_fast_suffix_matcher_from_existing(rules: List[MatchRule], existing: Optional[FastSuffixMatcher]) -> FastSuffixMatcher: if existing is None or len(existing.rules) == 0: return FastSuffixMatcher(rules) @@ -59,7 +59,7 @@ def __init__(self): for (k, v) in _well_known_kusto_endpoints_data["AllowedEndpointsByLogin"].items() } - self._additional_matcher = None + self._additional_matcher: Optional[FastSuffixMatcher] = None self._override_matcher = None def set_override_matcher(self, matcher): diff --git a/azure-kusto-data/azure/kusto/data/security.py b/azure-kusto-data/azure/kusto/data/security.py index caf6462a..519745bd 100644 --- a/azure-kusto-data/azure/kusto/data/security.py +++ b/azure-kusto-data/azure/kusto/data/security.py @@ -28,7 +28,10 @@ class _AadHelper: token_provider = None # type: TokenProviderBase def __init__(self, kcsb: "KustoConnectionStringBuilder", is_async: bool): - parsed_url = urlparse(kcsb.data_source) + if kcsb.data_source is None or kcsb.data_source == "": + raise KustoClientError("KustoConnectionStringBuilder must have a data_source set") + + parsed_url = urlparse(kcsb.data_source) # type: ignore - we checked it's not None self.kusto_uri = f"{parsed_url.scheme}://{parsed_url.hostname}" if parsed_url.port is not None: self.kusto_uri += f":{parsed_url.port}" diff --git a/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py b/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py index 50c769dd..c19b09d2 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py +++ b/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py @@ -34,11 +34,11 @@ def __str__(self): class _IngestClientResources: def __init__( self, - secured_ready_for_aggregation_queues: List[_ResourceUri] = None, - failed_ingestions_queues: List[_ResourceUri] = None, - successful_ingestions_queues: List[_ResourceUri] = None, - containers: List[_ResourceUri] = None, - status_tables: List[_ResourceUri] = None, + secured_ready_for_aggregation_queues: Optional[List[_ResourceUri]] = None, + failed_ingestions_queues: Optional[List[_ResourceUri]] = None, + successful_ingestions_queues: Optional[List[_ResourceUri]] = None, + containers: Optional[List[_ResourceUri]] = None, + status_tables: Optional[List[_ResourceUri]] = None, ): self.secured_ready_for_aggregation_queues = secured_ready_for_aggregation_queues self.failed_ingestions_queues = failed_ingestions_queues diff --git a/azure-kusto-ingest/azure/kusto/ingest/ingestion_properties.py b/azure-kusto-ingest/azure/kusto/ingest/ingestion_properties.py index 99b0b09e..183495d7 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/ingestion_properties.py +++ b/azure-kusto-ingest/azure/kusto/ingest/ingestion_properties.py @@ -89,10 +89,10 @@ def __init__( self, column_name: str, column_type: str, - path: str = None, + path: Optional[str] = None, transform: TransformationMethod = TransformationMethod.NONE, - ordinal: int = None, - const_value: str = None, + ordinal: Optional[int] = None, + const_value: Optional[str] = None, field=None, columns=None, storage_data_type=None, diff --git a/quick-start/utils.py b/quick-start/utils.py index cb2fbbb9..4145f483 100644 --- a/quick-start/utils.py +++ b/quick-start/utils.py @@ -3,6 +3,7 @@ import uuid from time import sleep from tqdm import tqdm +from typing import Optional from azure.kusto.data import KustoConnectionStringBuilder, ClientRequestProperties, KustoClient, DataFormat from azure.kusto.data.exceptions import KustoClientError, KustoServiceError from azure.kusto.ingest import IngestionProperties, BaseIngestClient, QueuedIngestClient, FileDescriptor, BlobDescriptor @@ -121,7 +122,7 @@ class Queries: MGMT_PREFIX = "." @classmethod - def create_client_request_properties(cls, scope: str, timeout: str = None) -> ClientRequestProperties: + def create_client_request_properties(cls, scope: str, timeout: Optional[str] = None) -> ClientRequestProperties: """ Creates a fitting ClientRequestProperties object, to be used when executing control commands or queries. :param scope: Working scope @@ -211,7 +212,7 @@ def ingest_from_file( file_path: str, data_format: DataFormat, ignore_first_record, - mapping_name: str = None, + mapping_name: Optional[str] = None, ) -> None: """ Ingest Data from a given file path. @@ -242,7 +243,7 @@ def ingest_from_blob( blob_url: str, data_format: DataFormat, ignore_first_record: bool, - mapping_name: str = None, + mapping_name: Optional[str] = None, ) -> None: """ Ingest Data from a Blob. @@ -279,7 +280,7 @@ def wait_for_ingestion_to_complete(cls, wait_for_ingest_seconds: int) -> None: sleep(1) @staticmethod - def error_handler(error: str, e: Exception = None) -> None: + def error_handler(error: str, e: Optional[Exception] = None) -> None: """ Error handling function. Will mention the appropriate error message (and the exception itself if exists), and will quit the program. :param error: Appropriate error message received from calling function From 597b5723de107da09124cbc833c0e29241d02cf8 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Mon, 19 May 2025 08:18:38 +0300 Subject: [PATCH 07/36] poe --- README.md | 2 +- azure-kusto-data/azure-kusto-data.iml | 1 + pyproject.toml | 9 ++++++--- uv.lock | 27 --------------------------- 4 files changed, 8 insertions(+), 31 deletions(-) diff --git a/README.md b/README.md index 1e75eec2..42f22a7b 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ Download a zip of the code via GitHub or PyPi. Then follow the same instructions * `pip install azure-kusto-ingest[pandas]` ## Minimum Requirements -* Python 3.5 and above +* Python 3.9 and above * See setup.py for dependencies ## Authentication methods: diff --git a/azure-kusto-data/azure-kusto-data.iml b/azure-kusto-data/azure-kusto-data.iml index 5aba7b03..40bc5dde 100644 --- a/azure-kusto-data/azure-kusto-data.iml +++ b/azure-kusto-data/azure-kusto-data.iml @@ -5,6 +5,7 @@ + diff --git a/pyproject.toml b/pyproject.toml index cf9e6f12..89c741c7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -8,7 +8,7 @@ dependencies = [ "quick-start", ] readme = "README.md" -requires-python = ">= 3.8" +requires-python = ">= 3.9" [[project.authors]] name = "Microsoft Corporation" @@ -26,7 +26,6 @@ dev = [ "pyarrow>=16.1.0", "pandas>=2.0.3", "ruff>=0.11.10", - "ty>=0.0.1a5", ] [tool.uv.workspace] @@ -49,7 +48,11 @@ ignore = ["E731"] # E731 - don't assign lambdas. 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-__path__ = __import__("pkgutil").extend_path(__path__, __name__) #type: ignore diff --git a/azure-kusto-data/azure/kusto/__init__.py b/azure-kusto-data/azure/kusto/__init__.py deleted file mode 100644 index 712dcc3b..00000000 --- a/azure-kusto-data/azure/kusto/__init__.py +++ /dev/null @@ -1,5 +0,0 @@ -# Copyright (c) Microsoft Corporation. -# Licensed under the MIT License -"""Init file for azure namespace. https://github.com/Azure/azure-sdk-for-python/wiki/Azure-packaging""" - -__path__ = __import__("pkgutil").extend_path(__path__, __name__) #type: ignore diff --git a/azure-kusto-data/azure/kusto/data/streaming_response.py b/azure-kusto-data/azure/kusto/data/streaming_response.py index 802c2f2f..d7921b14 100644 --- a/azure-kusto-data/azure/kusto/data/streaming_response.py +++ b/azure-kusto-data/azure/kusto/data/streaming_response.py @@ -125,12 +125,18 @@ def skip_until_property_name_or_end_object(self, *names: str) -> JsonToken: continue raise Exception(f"Unexpected token {token}") + + # If we reach here, the iterator was exhausted without finding a matching token + raise KustoTokenParsingError("Unexpected end of stream while looking for property name or end object") def skip_until_token_with_paths(self, *tokens: (JsonTokenType, str)) -> JsonToken: for token in self: if any((token.token_type == t_type and token.token_path == t_path) for (t_type, t_path) in tokens): return token self.skip_children(token) + + # If we reach here, the iterator was exhausted without finding a matching token + raise KustoTokenParsingError("Unexpected end of stream while looking for token with specified paths") class StreamingDataSetEnumerator: @@ -173,9 +179,9 @@ def parse_frame(self, frame_type: FrameType) -> Dict[str, Any]: if frame["IsProgressive"]: raise KustoUnsupportedApiError.progressive_api_unsupported() return frame - if frame_type in [FrameType.TableHeader, FrameType.TableFragment, FrameType.TableCompletion, FrameType.TableProgress]: + elif frame_type in [FrameType.TableHeader, FrameType.TableFragment, FrameType.TableCompletion, FrameType.TableProgress]: raise KustoUnsupportedApiError.progressive_api_unsupported() - if frame_type == FrameType.DataTable: + elif frame_type == FrameType.DataTable: props = self.extract_props( frame_type, ("TableId", JsonTokenType.NUMBER), @@ -188,12 +194,15 @@ def parse_frame(self, frame_type: FrameType) -> Dict[str, Any]: if props["TableKind"] != WellKnownDataSet.PrimaryResult.value: props["Rows"] = list(props["Rows"]) return props - if frame_type == FrameType.DataSetCompletion: + elif frame_type == FrameType.DataSetCompletion: res = self.extract_props(frame_type, ("HasErrors", JsonTokenType.BOOLEAN), ("Cancelled", JsonTokenType.BOOLEAN)) token = self.reader.skip_until_property_name_or_end_object("OneApiErrors") if token.token_type != JsonTokenType.END_MAP: res["OneApiErrors"] = self.parse_array(skip_start=False) return res + else: + # Handle unexpected frame types + raise KustoTokenParsingError(f"Unexpected frame type: {frame_type}") def row_iterator(self) -> Iterator[list]: self.reader.read_token_of_type(JsonTokenType.START_ARRAY) diff --git a/azure-kusto-data/pyproject.toml b/azure-kusto-data/pyproject.toml index 79733152..c9cf3a28 100644 --- a/azure-kusto-data/pyproject.toml +++ b/azure-kusto-data/pyproject.toml @@ -31,12 +31,10 @@ async = [ [tool.uv] package = true -[tool.hatch.metadata] -allow-direct-references = true - -[tool.hatch.build.targets.wheel] -packages = ["azure"] - [build-system] -requires = ["hatchling"] -build-backend = "hatchling.build" +requires = ["uv_build>=0.7.12,<0.8.0"] +build-backend = "uv_build" + +[tool.uv.build-backend] +module-name = "data" +module-root = "azure/kusto" \ No newline at end of file diff --git a/azure-kusto-ingest/azure/__init__.py b/azure-kusto-ingest/azure/__init__.py deleted file mode 100644 index c6c19b4d..00000000 --- a/azure-kusto-ingest/azure/__init__.py +++ /dev/null @@ -1,5 +0,0 @@ -# Copyright (c) Microsoft Corporation. -# Licensed under the MIT License -"""Init file for azure namespace. https://github.com/Azure/azure-sdk-for-python/wiki/Azure-packaging""" - -__path__ = __import__("pkgutil").extend_path(__path__, __name__) diff --git a/azure-kusto-ingest/azure/kusto/__init__.py b/azure-kusto-ingest/azure/kusto/__init__.py deleted file mode 100644 index c6c19b4d..00000000 --- a/azure-kusto-ingest/azure/kusto/__init__.py +++ /dev/null @@ -1,5 +0,0 @@ -# Copyright (c) Microsoft Corporation. -# Licensed under the MIT License -"""Init file for azure namespace. https://github.com/Azure/azure-sdk-for-python/wiki/Azure-packaging""" - -__path__ = __import__("pkgutil").extend_path(__path__, __name__) diff --git a/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py b/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py index c19b09d2..96ead40b 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py +++ b/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py @@ -1,7 +1,7 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License from datetime import datetime, timedelta -from typing import List, Dict +from typing import List, Dict, Optional from urllib.parse import urlparse from tenacity import retry_if_exception_type, stop_after_attempt, Retrying, wait_random_exponential diff --git a/azure-kusto-ingest/pyproject.toml b/azure-kusto-ingest/pyproject.toml index e4cb130a..0bbcda31 100644 --- a/azure-kusto-ingest/pyproject.toml +++ b/azure-kusto-ingest/pyproject.toml @@ -33,16 +33,14 @@ pandas = [ ] aio = [] -[build-system] -requires = ["hatchling"] -build-backend = "hatchling.build" - 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Subject: [PATCH 09/36] Updates --- .github/workflows/build.yml | 26 +- README.md | 2 +- azure-kusto-data/azure-kusto-data.iml | 2 +- azure-kusto-data/azure/kusto/data/_version.py | 4 +- azure-kusto-data/pyproject.toml | 26 +- azure-kusto-ingest/azure-kusto-ingest.iml | 2 +- azure-kusto-ingest/pyproject.toml | 19 +- pyproject.toml | 36 +- uv.lock | 2154 ++++++++--------- 9 files changed, 1004 insertions(+), 1267 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 4f86a71e..fdb61e4b 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -19,7 +19,7 @@ jobs: strategy: fail-fast: false matrix: - python-version: [ '3.8', '3.9', '3.10', '3.11', '3.12', '3.13' ] + python-version: [ '3.9', '3.10', '3.11', '3.12', '3.13' ] env: PYTHON: ${{ matrix.python-version }} @@ -31,22 +31,13 @@ jobs: tenant-id: ${{ secrets.AZURE_TENANT_ID }} subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }} - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4 + - name: Install uv and set the python version + uses: astral-sh/setup-uv@v6 with: python-version: ${{ matrix.python-version }} - - name: Install dependencies - run: | - python -m pip install --upgrade pip --user - pip install -r dev_requirements.txt --user - pip install pytest-cov --user - pip install ./azure-kusto-data[aio,pandas] ./azure-kusto-ingest[aio,pandas] --user - pip freeze - # We have to use an old version of this plugin, as the new one assumes python 3.8 - - uses: psf/black@c8f1a5542c257491e1e093b1404481ece7f7e02c - with: - options: "--check --diff --line-length 160" - version: "23.3.0" + enable-cache: true + - name: Install the project + run: uv sync --locked --all-extras --dev - name: EtoE Test with pytest env: TEST_DATABASE: ${{ secrets.TEST_DATABASE }} @@ -55,7 +46,10 @@ jobs: APPLICATION_INSIGHTS_ENGINE_CONNECTION_STRING: https://ade.applicationinsights.io/subscriptions/12534eb3-8109-4d84-83ad-576c0d5e1d06/resourcegroups/clients_e2e_test/providers/microsoft.insights/components/kusto-e2e-app-insights APPLICATION_INSIGHTS_TEST_DATABASE: kusto-e2e-app-insights run: | - pytest -v . --junit-xml pytest.xml --cov=/home/runner/.local/lib/python${{ matrix.python-version }}/site-packages/azure/kusto --cov-report=xml:coverage2.xml + uv run pytest -v . --junit-xml pytest.xml --cov=/home/runner/.local/lib/python${{ matrix.python-version }}/site-packages/azure/kusto --cov-report=xml:coverage2.xml + - uses: astral-sh/ruff-action@v3 + with: + args: "format --check --diff" - name: Upload Unit Test Results if: always() uses: actions/upload-artifact@v4 diff --git a/README.md b/README.md index 42f22a7b..60ec7da7 100644 --- a/README.md +++ b/README.md @@ -18,7 +18,7 @@ To install via the Python Package Index (PyPI), type: ### Option 2: Source Via Git To get the source code of the SDK via git just type: -```python +```bash git clone https://github.com/Azure/azure-kusto-python cd ./azure-kusto-python/azure-kusto-data python3 setup.py install diff --git a/azure-kusto-data/azure-kusto-data.iml b/azure-kusto-data/azure-kusto-data.iml index 40bc5dde..9e301b9e 100644 --- a/azure-kusto-data/azure-kusto-data.iml +++ b/azure-kusto-data/azure-kusto-data.iml @@ -3,8 +3,8 @@ - + diff --git a/azure-kusto-data/azure/kusto/data/_version.py b/azure-kusto-data/azure/kusto/data/_version.py index 59aeaf2c..e90290c7 100644 --- a/azure-kusto-data/azure/kusto/data/_version.py +++ b/azure-kusto-data/azure/kusto/data/_version.py @@ -1,3 +1,5 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License -VERSION = "5.0.5" +import importlib.metadata + +VERSION = importlib.metadata.version("azure-kusto-data") diff --git a/azure-kusto-data/pyproject.toml b/azure-kusto-data/pyproject.toml index c9cf3a28..23fa07e3 100644 --- a/azure-kusto-data/pyproject.toml +++ b/azure-kusto-data/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "azure-kusto-data" -version = "5.0.3" +version = "5.0.5" description = "Kusto Data Client" authors = [ { name = "Microsoft Corporation", email = "kustalk@microsoft.com" }, @@ -10,31 +10,31 @@ readme = "README.rst" urls = { "Repository" = "https://github.com/Azure/azure-kusto-python" } dependencies = [ - "python-dateutil>=2.8.0", - "requests>=2.13.0", - "azure-identity>=1.5.0,<2", - "msal>=1.9.0,<2", - "ijson~=3.1", - "azure-core>=1.11.0,<2" + "python-dateutil>=2.9.0", + "requests>=2.32.4", + "azure-identity>=1.24.0,<2", + "msal>=1.34.0b1,<2", + "ijson~=3.4.0", + "azure-core>=1.35.0,<2" ] requires-python = ">= 3.9" [project.optional-dependencies] pandas = [ - "pandas>=2.0.3", + "pandas>=2.3.1", ] async = [ - "aiohttp>=3.9.3", - "asgiref>=3.7.2", + "aiohttp>=3.12.15", + "asgiref>=3.9.1", ] [tool.uv] package = true [build-system] -requires = ["uv_build>=0.7.12,<0.8.0"] +requires = ["uv_build>=0.8.9,<0.9.0"] build-backend = "uv_build" [tool.uv.build-backend] -module-name = "data" -module-root = "azure/kusto" \ No newline at end of file +module-name = "azure.kusto.data" +module-root = "" \ No newline at end of file diff --git a/azure-kusto-ingest/azure-kusto-ingest.iml b/azure-kusto-ingest/azure-kusto-ingest.iml index 09bbfe24..b88e4c23 100644 --- a/azure-kusto-ingest/azure-kusto-ingest.iml +++ b/azure-kusto-ingest/azure-kusto-ingest.iml @@ -3,8 +3,8 @@ - + diff --git a/azure-kusto-ingest/pyproject.toml b/azure-kusto-ingest/pyproject.toml index 0bbcda31..49403278 100644 --- a/azure-kusto-ingest/pyproject.toml +++ b/azure-kusto-ingest/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "azure-kusto-ingest" -version = "5.0.3" +version = "5.0.5" description = "Kusto Ingest Client" authors = [ { name = "Microsoft Corporation", email = "kustalk@microsoft.com" }, @@ -8,9 +8,9 @@ authors = [ dependencies = [ "azure-kusto-data", # TODO - this has to be locked to this version due to https://github.com/Azure/azure-sdk-for-python/issues/40041 - "azure-storage-blob==12.23.0", - "azure-storage-queue==12.12.0", - "tenacity>=8.2.3", + "azure-storage-blob==12.26.0", + "azure-storage-queue==12.13.0", + "tenacity>=9.1.2", ] readme = "README.rst" requires-python = ">= 3.9" @@ -18,18 +18,18 @@ license = "MIT" keywords = ["azure", "kusto", "ingest", "data", "analytics"] classifiers = [ "Programming Language :: Python", - "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", "License :: OSI Approved :: MIT License", ] urls = { "Repository" = "https://github.com/Azure/azure-kusto-python" } [project.optional-dependencies] pandas = [ - "pandas>=2.0.3", + "pandas>=2.3.1", ] aio = [] @@ -37,10 +37,9 @@ aio = [] package = true [build-system] -requires = ["uv_build>=0.7.12,<0.8.0"] +requires = ["uv_build>=0.8.9,<0.9.0"] build-backend = "uv_build" [tool.uv.build-backend] -module-name = "ingest" -module-root = "azure/kusto" - +module-name = "azure.kusto.ingest" +module-root = "" diff --git a/pyproject.toml b/pyproject.toml index 4892600a..89606d2b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "azure-kusto-python" -version = "5.0.3" +version = "5.0.5" description = "Microsoft Azure Kusto Python SDK" dependencies = [ "azure-kusto-data", @@ -16,27 +16,28 @@ email = "kustalk@microsoft.com" [dependency-groups] dev = [ - "pytest>=8.0.2", - "responses>=0.25.0", - "aioresponses>=0.7.6", - "pytest-asyncio>=0.23.5", - "asgiref>=3.7.2", - "setuptools>=69.2.0", + "pytest>=8.4.1", + "responses>=0.25.8", + "aioresponses>=0.7.8", + "pytest-asyncio>=1.1.0", + "asgiref>=3.9.1", + "setuptools>=80.9.0", "ipython>=8.12.3", - "pyarrow>=16.1.0", - "pandas>=2.0.3", - "ruff>=0.11.10", - "ty>=0.0.1a8", - "pyrefly>=0.18.1", + "pyarrow>=21.0.0", + "pandas>=2.3.1", + "ruff>=0.12.8", + "basedpyright>=1.31.1", ] +[tool.uv] + + [tool.uv.workspace] 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Subject: [PATCH 10/36] release.yml --- .github/workflows/release.yml | 33 ++++++++++----------------------- 1 file changed, 10 insertions(+), 23 deletions(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 6b97034d..ad771d2d 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -21,33 +21,20 @@ jobs: environment: release steps: - uses: actions/checkout@v4 - - name: Set up Python - uses: actions/setup-python@v5 + - name: Install uv and set the python version + uses: astral-sh/setup-uv@v6 with: - python-version: '3.8' - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install setuptools wheel twine - - name: Build azure-kusto-data - working-directory: ./azure-kusto-data - run: | - python setup.py sdist bdist_wheel - - name: Build azure-kusto-ingest - working-directory: ./azure-kusto-ingest - run: | - python setup.py sdist bdist_wheel - - name: Publish azure-kusto-data - uses: pypa/gh-action-pypi-publish@release/v1 + python-version: '3.9' + enable-cache: true + - name: Build + run: uv build --all + - name: Publish + uses: pypa/gh-action-pypi-publish@release/v1.12 with: - packages-dir: azure-kusto-data/dist - - name: Publish azure-kusto-ingest - uses: pypa/gh-action-pypi-publish@release/v1 - with: - packages-dir: azure-kusto-ingest/dist + packages-dir: dist - name: Release uses: docker://antonyurchenko/git-release:latest env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} with: - args: azure-kusto-data/dist/*.tar.gz azure-kusto-ingest/dist/*.tar.gz azure-kusto-data/dist/*.whl azure-kusto-ingest/dist/*.whl + args: dist/*.tar.gz dist/*.whl From 3afbe1424345811127f74d6aa4a19dfddc018662 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 08:41:23 +0300 Subject: [PATCH 11/36] Update version retrieval and simplify test command in CI configuration --- .github/workflows/build.yml | 9 +-------- azure-kusto-ingest/azure/kusto/ingest/_version.py | 4 +++- 2 files changed, 4 insertions(+), 9 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index fdb61e4b..5916f8e1 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -45,8 +45,7 @@ jobs: ENGINE_CONNECTION_STRING: ${{ secrets.ENGINE_CONNECTION_STRING }} APPLICATION_INSIGHTS_ENGINE_CONNECTION_STRING: https://ade.applicationinsights.io/subscriptions/12534eb3-8109-4d84-83ad-576c0d5e1d06/resourcegroups/clients_e2e_test/providers/microsoft.insights/components/kusto-e2e-app-insights APPLICATION_INSIGHTS_TEST_DATABASE: kusto-e2e-app-insights - run: | - uv run pytest -v . --junit-xml pytest.xml --cov=/home/runner/.local/lib/python${{ matrix.python-version }}/site-packages/azure/kusto --cov-report=xml:coverage2.xml + run: uv run pytest -v . --junit-xml pytest.xml - uses: astral-sh/ruff-action@v3 with: args: "format --check --diff" @@ -57,12 +56,6 @@ jobs: name: Unit Test Results (Python ${{ matrix.python-version }}) path: pytest*.xml - - name: Upload coverage to Codecov - uses: codecov/codecov-action@v2 - with: - env_vars: PYTHON - - publish-test-results: name: "Publish Unit Tests Results" needs: build diff --git a/azure-kusto-ingest/azure/kusto/ingest/_version.py b/azure-kusto-ingest/azure/kusto/ingest/_version.py index 59aeaf2c..29f71612 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/_version.py +++ b/azure-kusto-ingest/azure/kusto/ingest/_version.py @@ -1,3 +1,5 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License -VERSION = "5.0.5" +import importlib.metadata + +VERSION = importlib.metadata.version("azure-kusto-ingest") From 102b2acea053d251170ef026e839c485c9c7d258 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 08:43:36 +0300 Subject: [PATCH 12/36] Update version retrieval and simplify test command in CI configuration --- .github/workflows/build.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 5916f8e1..79b5f816 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -45,7 +45,7 @@ jobs: ENGINE_CONNECTION_STRING: ${{ secrets.ENGINE_CONNECTION_STRING }} APPLICATION_INSIGHTS_ENGINE_CONNECTION_STRING: https://ade.applicationinsights.io/subscriptions/12534eb3-8109-4d84-83ad-576c0d5e1d06/resourcegroups/clients_e2e_test/providers/microsoft.insights/components/kusto-e2e-app-insights APPLICATION_INSIGHTS_TEST_DATABASE: kusto-e2e-app-insights - run: uv run pytest -v . --junit-xml pytest.xml + run: uv run pytest --junit-xml pytest.xml - uses: astral-sh/ruff-action@v3 with: args: "format --check --diff" From 81401a4ad6f84a34b049f685e9249cde4575eabd Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 08:56:31 +0300 Subject: [PATCH 13/36] Revert external changes --- azure-kusto-data/azure/kusto/data/__init__.py | 1 + .../azure/kusto/data/_telemetry.py | 18 +- .../azure/kusto/data/_token_providers.py | 8 +- .../azure/kusto/data/aio/__init__.py | 2 - .../azure/kusto/data/aio/client.py | 10 +- .../azure/kusto/data/aio/response.py | 4 +- .../kusto/data/aio/streaming_response.py | 9 +- azure-kusto-data/azure/kusto/data/client.py | 2 +- .../azure/kusto/data/client_base.py | 2 +- .../kusto/data/client_request_properties.py | 2 +- .../azure/kusto/data/exceptions.py | 12 +- azure-kusto-data/azure/kusto/data/helpers.py | 3 +- azure-kusto-data/azure/kusto/data/kcsb.py | 21 +- .../kusto/data/kusto_trusted_endpoints.py | 10 +- azure-kusto-data/azure/kusto/data/security.py | 6 +- .../azure/kusto/data/streaming_response.py | 17 +- .../tests/aio/test_kusto_client.py | 4 +- azure-kusto-data/tests/kusto_client_common.py | 4 +- azure-kusto-data/tests/sample.py | 2 +- azure-kusto-data/tests/test_kusto_client.py | 4 +- .../test_kusto_connection_string_builder.py | 24 +- .../tests/test_token_providers.py | 2 +- .../azure/kusto/ingest/__init__.py | 3 +- .../azure/kusto/ingest/_resource_manager.py | 12 +- .../azure/kusto/ingest/_status_q.py | 3 +- .../azure/kusto/ingest/descriptors.py | 5 +- .../azure/kusto/ingest/exceptions.py | 1 + .../azure/kusto/ingest/ingest_client.py | 7 +- .../azure/kusto/ingest/ingestion_blob_info.py | 1 + .../kusto/ingest/ingestion_properties.py | 6 +- .../ingest/managed_streaming_ingest_client.py | 2 - .../azure/kusto/ingest/status.py | 2 +- .../tests/test_kusto_ingest_client.py | 3 +- .../test_kusto_streaming_ingest_client.py | 7 +- .../tests/test_managed_streaming_ingest.py | 30 +-- azure-kusto-ingest/tests/test_status_q.py | 56 ++--- pyproject.toml | 6 +- quick-start/pyproject.toml | 32 +-- quick-start/utils.py | 1 - uv.lock | 222 ++++++++++++++++-- 40 files changed, 350 insertions(+), 216 deletions(-) diff --git a/azure-kusto-data/azure/kusto/data/__init__.py b/azure-kusto-data/azure/kusto/data/__init__.py index 84ffe83d..ec1313a0 100644 --- a/azure-kusto-data/azure/kusto/data/__init__.py +++ b/azure-kusto-data/azure/kusto/data/__init__.py @@ -1,6 +1,7 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License. +from ._version import VERSION as __version__ from .client import KustoClient from .client_request_properties import ClientRequestProperties from .kcsb import KustoConnectionStringBuilder diff --git a/azure-kusto-data/azure/kusto/data/_telemetry.py b/azure-kusto-data/azure/kusto/data/_telemetry.py index 80c73418..70201c0e 100644 --- a/azure-kusto-data/azure/kusto/data/_telemetry.py +++ b/azure-kusto-data/azure/kusto/data/_telemetry.py @@ -42,12 +42,12 @@ def add_attributes(cls, **kwargs) -> None: span.add_attribute(key, val) @classmethod - def set_query_attributes(cls, cluster: str, database: Optional[str], properties: Optional[ClientRequestProperties] = None) -> None: + def set_query_attributes(cls, cluster: str, database: str, properties: Optional[ClientRequestProperties] = None) -> None: query_attributes: dict = cls.create_query_attributes(cluster, database, properties) cls.add_attributes(tracing_attributes=query_attributes) @classmethod - def set_streaming_ingest_attributes(cls, cluster: str, database: Optional[str], table: str, properties: Optional[ClientRequestProperties] = None) -> None: + def set_streaming_ingest_attributes(cls, cluster: str, database: str, table: str, properties: Optional[ClientRequestProperties] = None) -> None: ingest_attributes: dict = cls.create_streaming_ingest_attributes(cluster, database, table, properties) cls.add_attributes(tracing_attributes=ingest_attributes) @@ -57,7 +57,7 @@ def set_cloud_info_attributes(cls, url: str) -> None: cls.add_attributes(tracing_attributes=cloud_info_attributes) @classmethod - def create_query_attributes(cls, cluster: str, database: Optional[str], properties: Optional[ClientRequestProperties] = None) -> dict: + def create_query_attributes(cls, cluster: str, database: str, properties: Optional[ClientRequestProperties] = None) -> dict: query_attributes: dict = {cls._KUSTO_CLUSTER: cluster, cls._DATABASE: database} if properties: query_attributes.update(properties.get_tracing_attributes()) @@ -65,17 +65,15 @@ def create_query_attributes(cls, cluster: str, database: Optional[str], properti return query_attributes @classmethod - def create_streaming_ingest_attributes(cls, cluster: str, database: Optional[str], table: str, properties: Optional[ClientRequestProperties] = None) -> dict: - ingest_attributes: dict = {cls._KUSTO_CLUSTER: cluster, cls._TABLE: table} - if database: - ingest_attributes[cls._DATABASE] = database + def create_streaming_ingest_attributes(cls, cluster: str, database: str, table: str, properties: Optional[ClientRequestProperties] = None) -> dict: + ingest_attributes: dict = {cls._KUSTO_CLUSTER: cluster, cls._DATABASE: database, cls._TABLE: table} if properties: ingest_attributes.update(properties.get_tracing_attributes()) return ingest_attributes @classmethod - def create_http_attributes(cls, method: str, url: str, headers: Optional[dict] = None) -> dict: + def create_http_attributes(cls, method: str, url: str, headers: dict = None) -> dict: if headers is None: headers = {} http_tracing_attributes: dict = { @@ -107,7 +105,7 @@ class MonitoredActivity: T = TypeVar("T") @staticmethod - def invoke(invoker: Callable[[], T], name_of_span: Optional[str] = None, tracing_attributes=None, kind: Optional[SpanKind] = SpanKind.INTERNAL) -> T: + def invoke(invoker: Callable[[], T], name_of_span: str = None, tracing_attributes=None, kind: str = SpanKind.INTERNAL) -> T: """ Runs the span on given function """ @@ -118,7 +116,7 @@ def invoke(invoker: Callable[[], T], name_of_span: Optional[str] = None, tracing return span() @staticmethod - async def invoke_async(invoker: Callable[[], T], name_of_span: Optional[str] = None, tracing_attributes=None, kind: Optional[SpanKind] = SpanKind.INTERNAL) -> T: + async def invoke_async(invoker: Callable[[], T], name_of_span: str = None, tracing_attributes=None, kind: str = SpanKind.INTERNAL) -> T: """ Runs a span on given function """ diff --git a/azure-kusto-data/azure/kusto/data/_token_providers.py b/azure-kusto-data/azure/kusto/data/_token_providers.py index d5fa5d26..69345ede 100644 --- a/azure-kusto-data/azure/kusto/data/_token_providers.py +++ b/azure-kusto-data/azure/kusto/data/_token_providers.py @@ -358,9 +358,9 @@ class MsiTokenProvider(CloudInfoTokenProvider): The args parameter is a dictionary conforming with the ManagedIdentityCredential initializer API arguments """ - def __init__(self, kusto_uri: str, msi_args: Optional[dict] = None, is_async: bool = False): + def __init__(self, kusto_uri: str, msi_args: dict = None, is_async: bool = False): super().__init__(kusto_uri, is_async) - self._msi_args: dict = msi_args or {} + self._msi_args: dict = msi_args self._msi_auth_context: Optional[ManagedIdentityCredential] = None self._msi_auth_context_async: Optional[AsyncManagedIdentityCredential] = None @@ -609,7 +609,7 @@ def __init__( authority_id: str, private_cert: str, thumbprint: str, - public_cert: Optional[str] = None, + public_cert: str = None, is_async: bool = False, ): super().__init__(kusto_uri, is_async) @@ -710,7 +710,7 @@ async def close_async(self): class DeviceLoginTokenProvider(AzureIdentityTokenCredentialProvider): """Acquire a token from MSAL with Device Login flow""" - def __init__(self, kusto_uri: str, authority_id: str, device_code_callback: Optional[DeviceCallbackType] = None, is_async: bool = False): + def __init__(self, kusto_uri: str, authority_id: str, device_code_callback: DeviceCallbackType = None, is_async: bool = False): self._msal_client = None self._auth = authority_id self._account = None diff --git a/azure-kusto-data/azure/kusto/data/aio/__init__.py b/azure-kusto-data/azure/kusto/data/aio/__init__.py index e1bb77a5..5c183b47 100644 --- a/azure-kusto-data/azure/kusto/data/aio/__init__.py +++ b/azure-kusto-data/azure/kusto/data/aio/__init__.py @@ -1,3 +1 @@ from .client import KustoClient - -__all__ = ["KustoClient"] diff --git a/azure-kusto-data/azure/kusto/data/aio/client.py b/azure-kusto-data/azure/kusto/data/aio/client.py index 824a3f29..60e9b657 100644 --- a/azure-kusto-data/azure/kusto/data/aio/client.py +++ b/azure-kusto-data/azure/kusto/data/aio/client.py @@ -45,7 +45,7 @@ async def __aexit__(self, exc_type, exc_val, exc_tb): await self.close() @aio_documented_by(KustoClientSync.execute) - async def execute(self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet: + async def execute(self, database: Optional[str], query: str, properties: ClientRequestProperties = None) -> KustoResponseDataSet: query = query.strip() if query.startswith("."): return await self.execute_mgmt(database, query, properties) @@ -53,7 +53,7 @@ async def execute(self, database: Optional[str], query: str, properties: Optiona @distributed_trace_async(name_of_span="AioKustoClient.query_cmd", kind=SpanKind.CLIENT) @aio_documented_by(KustoClientSync.execute_query) - async def execute_query(self, database: str, query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet: + async def execute_query(self, database: str, query: str, properties: ClientRequestProperties = None) -> KustoResponseDataSet: database = self._get_database_or_default(database) Span.set_query_attributes(self._kusto_cluster, database, properties) request = ExecuteRequestParams._from_query( @@ -70,7 +70,7 @@ async def execute_query(self, database: str, query: str, properties: Optional[Cl @distributed_trace_async(name_of_span="AioKustoClient.control_cmd", kind=SpanKind.CLIENT) @aio_documented_by(KustoClientSync.execute_mgmt) - async def execute_mgmt(self, database: str, query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet: + async def execute_mgmt(self, database: str, query: str, properties: ClientRequestProperties = None) -> KustoResponseDataSet: database = self._get_database_or_default(database) Span.set_query_attributes(self._kusto_cluster, database, properties) request = ExecuteRequestParams._from_query( @@ -94,8 +94,8 @@ async def execute_streaming_ingest( stream: Optional[io.IOBase], blob_url: Optional[str], stream_format: Union[DataFormat, str], - properties: Optional[ClientRequestProperties] = None, - mapping_name: Optional[str] = None, + properties: ClientRequestProperties = None, + mapping_name: str = None, ): database = self._get_database_or_default(database) diff --git a/azure-kusto-data/azure/kusto/data/aio/response.py b/azure-kusto-data/azure/kusto/data/aio/response.py index e293ef43..a2a99302 100644 --- a/azure-kusto-data/azure/kusto/data/aio/response.py +++ b/azure-kusto-data/azure/kusto/data/aio/response.py @@ -30,7 +30,7 @@ async def __anext__(self) -> BaseKustoResultTable: if self.finished: raise StopAsyncIteration() - if self._current_table is KustoStreamingResultTable and not self._current_table.finished and not self._skip_incomplete_tables: + if type(self._current_table) == KustoStreamingResultTable and not self._current_table.finished and not self._skip_incomplete_tables: raise KustoStreamingQueryError( "Tried retrieving a new primary_result table before the old one was finished. To override call `set_skip_incomplete_tables(True)`" ) @@ -40,7 +40,7 @@ async def __anext__(self) -> BaseKustoResultTable: table = await self.streamed_data.__anext__() except StopAsyncIteration: self.finished = True - raise + return if table["FrameType"] == FrameType.DataTable: break diff --git a/azure-kusto-data/azure/kusto/data/aio/streaming_response.py b/azure-kusto-data/azure/kusto/data/aio/streaming_response.py index 12916a31..0440339a 100644 --- a/azure-kusto-data/azure/kusto/data/aio/streaming_response.py +++ b/azure-kusto-data/azure/kusto/data/aio/streaming_response.py @@ -1,11 +1,11 @@ -from typing import Any, Tuple, Dict, Iterator, AsyncIterator +from typing import Any, Tuple, Dict, Iterator import aiohttp import ijson from ijson import IncompleteJSONError from azure.kusto.data._models import WellKnownDataSet -from azure.kusto.data.exceptions import KustoTokenParsingError, KustoUnsupportedApiError, KustoMultiApiError +from azure.kusto.data.exceptions import KustoTokenParsingError, KustoUnsupportedApiError, KustoApiError, KustoMultiApiError from azure.kusto.data.streaming_response import JsonTokenType, FrameType, JsonToken @@ -88,14 +88,12 @@ async def skip_until_property_name_or_end_object(self, *names: str) -> JsonToken continue raise Exception(f"Unexpected token {token}") - raise KustoTokenParsingError("Unexpected end of stream") async def skip_until_token_with_paths(self, *tokens: (JsonTokenType, str)) -> JsonToken: async for token in self: if any((token.token_type == t_type and token.token_path == t_path) for (t_type, t_path) in tokens): return token await self.skip_children(token) - raise KustoTokenParsingError("Unexpected end of stream") class StreamingDataSetEnumerator: @@ -159,9 +157,8 @@ async def parse_frame(self, frame_type: FrameType) -> Dict[str, Any]: if token.token_type != JsonTokenType.END_MAP: res["OneApiErrors"] = self.parse_array(skip_start=False) return res - raise KustoTokenParsingError("Unexpected end of stream") - async def row_iterator(self) -> AsyncIterator[list]: + async def row_iterator(self) -> Iterator[list]: await self.reader.read_token_of_type(JsonTokenType.START_ARRAY) while True: token = await self.reader.read_token_of_type(JsonTokenType.START_ARRAY, JsonTokenType.END_ARRAY, JsonTokenType.START_MAP) diff --git a/azure-kusto-data/azure/kusto/data/client.py b/azure-kusto-data/azure/kusto/data/client.py index f01862b2..c1a36e09 100644 --- a/azure-kusto-data/azure/kusto/data/client.py +++ b/azure-kusto-data/azure/kusto/data/client.py @@ -222,7 +222,7 @@ def execute_streaming_ingest( blob_url: Optional[str], stream_format: Union[DataFormat, str], properties: Optional[ClientRequestProperties] = None, - mapping_name: Optional[str] = None, + mapping_name: str = None, ): """ Execute streaming ingest against this client diff --git a/azure-kusto-data/azure/kusto/data/client_base.py b/azure-kusto-data/azure/kusto/data/client_base.py index 418ecba1..12d387ff 100644 --- a/azure-kusto-data/azure/kusto/data/client_base.py +++ b/azure-kusto-data/azure/kusto/data/client_base.py @@ -116,7 +116,7 @@ def _handle_http_error( raise KustoThrottlingError("The request was throttled by the server.", response) from exception if status == 401: - raise KustoServiceError("401. Missing adequate access rights.", response) from exception + raise KustoServiceError(f"401. Missing adequate access rights.", response) from exception if payload: message = f"An error occurred while trying to ingest: Status: {status}, Reason: {response.reason}, Text: {response_text}." diff --git a/azure-kusto-data/azure/kusto/data/client_request_properties.py b/azure-kusto-data/azure/kusto/data/client_request_properties.py index 75aa64f6..ac6313e9 100644 --- a/azure-kusto-data/azure/kusto/data/client_request_properties.py +++ b/azure-kusto-data/azure/kusto/data/client_request_properties.py @@ -47,7 +47,7 @@ def has_option(self, name: str) -> bool: """Checks if an option is specified.""" return name in self._options - def get_option(self, name: str, default_value: Any) -> Any: + def get_option(self, name: str, default_value: Any) -> str: """Gets an option's value.""" return self._options.get(name, default_value) diff --git a/azure-kusto-data/azure/kusto/data/exceptions.py b/azure-kusto-data/azure/kusto/data/exceptions.py index 6d4fade5..134affbb 100644 --- a/azure-kusto-data/azure/kusto/data/exceptions.py +++ b/azure-kusto-data/azure/kusto/data/exceptions.py @@ -11,7 +11,7 @@ from aiohttp import ClientResponse except ImportError: # No aio installed, ignore - ClientResponse = None #type: ignore + ClientResponse = None pass @@ -19,10 +19,12 @@ class KustoError(Exception): """Base class for all exceptions raised by the Kusto Python Client Libraries.""" -class KustoStreamingQueryError(KustoError): ... +class KustoStreamingQueryError(KustoError): + ... -class KustoTokenParsingError(KustoStreamingQueryError): ... +class KustoTokenParsingError(KustoStreamingQueryError): + ... SEMANTIC_ERROR_STRING = "Semantic error:" @@ -120,9 +122,7 @@ class KustoApiError(KustoServiceError): Represents a standard API error from kusto. Use `get_api_error()` to retrieve more details. """ - def __init__( - self, error_dict: dict, message: Optional[str] = None, http_response: "Union[requests.Response, ClientResponse, None]" = None, kusto_response=None - ): + def __init__(self, error_dict: dict, message: str = None, http_response: "Union[requests.Response, ClientResponse, None]" = None, kusto_response=None): self.error = OneApiError.from_dict(error_dict["error"]) super().__init__(message or self.error.description, http_response, kusto_response) diff --git a/azure-kusto-data/azure/kusto/data/helpers.py b/azure-kusto-data/azure/kusto/data/helpers.py index 3e6a1751..d2ed5db0 100644 --- a/azure-kusto-data/azure/kusto/data/helpers.py +++ b/azure-kusto-data/azure/kusto/data/helpers.py @@ -129,7 +129,7 @@ def parse_datetime(frame, col): # if frame contains ".", replace "Z" with ".000Z" # == False is not a mistake - that's the pandas way to do it contains_dot = frame[col].str.contains(".") - frame.loc[not contains_dot, col] = frame.loc[not contains_dot, col].str.replace("Z", ".000Z") + frame.loc[contains_dot == False, col] = frame.loc[contains_dot == False, col].str.replace("Z", ".000Z") frame[col] = pd.to_datetime(frame[col], errors="coerce", **args) return frame[col] @@ -153,4 +153,3 @@ def parse_timedelta(raw_value: Union[int, float, str]) -> "pd.Timedelta": else: formatted_value = raw_value.replace(".", " days ", 1) return pd.to_timedelta(formatted_value) - raise ValueError(f"Invalid timespan value: {raw_value}") diff --git a/azure-kusto-data/azure/kusto/data/kcsb.py b/azure-kusto-data/azure/kusto/data/kcsb.py index d2ca167b..28b05a06 100644 --- a/azure-kusto-data/azure/kusto/data/kcsb.py +++ b/azure-kusto-data/azure/kusto/data/kcsb.py @@ -126,7 +126,7 @@ class KustoConnectionStringBuilder: device_login: bool = False token_credential_login: bool = False - device_callback: Optional[DeviceCallbackType] = None + device_callback: DeviceCallbackType = None msi_authentication: bool = False msi_parameters: Optional[dict] = None @@ -190,7 +190,7 @@ def __setitem__(self, key: "Union[SupportedKeywords, str]", value: Union[str, bo raise TypeError("Value cannot be None.") if keyword.is_str_type(): - self._internal_dict[keyword.name] = value.strip() #type: ignore - we know that value is str + self._internal_dict[keyword.name] = value.strip() elif keyword.is_bool_type(): if not isinstance(value, bool): raise TypeError("Expected %s to be bool" % key) @@ -338,7 +338,7 @@ def with_aad_application_token_authentication(cls, connection_string: str, appli @classmethod def with_aad_device_authentication( - cls, connection_string: str, authority_id: str = "organizations", callback: Optional[DeviceCallbackType] = None + cls, connection_string: str, authority_id: str = "organizations", callback: DeviceCallbackType = None ) -> "KustoConnectionStringBuilder": """ Creates a KustoConnection string builder that will authenticate with AAD application and @@ -373,12 +373,7 @@ def with_az_cli_authentication(cls, connection_string: str) -> "KustoConnectionS @classmethod def with_aad_managed_service_identity_authentication( - cls, - connection_string: str, - client_id: Optional[str] = None, - object_id: Optional[str] = None, - msi_res_id: Optional[str] = None, - timeout: Optional[int] = None, + cls, connection_string: str, client_id: str = None, object_id: str = None, msi_res_id: str = None, timeout: int = None ) -> "KustoConnectionStringBuilder": """ Creates a KustoConnection string builder that will authenticate with AAD application, using @@ -646,10 +641,10 @@ def _build_connection_string(self, kcsb_as_dict: dict) -> str: return ";".join(["{0}={1}".format(word.value, kcsb_as_dict[word]) for word in SupportedKeywords if word in kcsb_as_dict]) def _parse_data_source(self, url: str): - url_res = urlparse(url) - if not url_res.netloc: + url = urlparse(url) + if not url.netloc: return - segments = url_res.path.lstrip("/").split("/") + segments = url.path.lstrip("/").split("/") if len(segments) == 1 and segments[0] and not self.initial_catalog: self.initial_catalog = segments[0] - self._internal_dict[SupportedKeywords.DATA_SOURCE] = url_res._replace(path="").geturl() + self._internal_dict[SupportedKeywords.DATA_SOURCE] = url._replace(path="").geturl() diff --git a/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py b/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py index 5440a0f8..154d2c2d 100644 --- a/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py +++ b/azure-kusto-data/azure/kusto/data/kusto_trusted_endpoints.py @@ -1,5 +1,7 @@ import copy -from typing import List, Dict, Optional +import json +from pathlib import Path +from typing import List, Dict from urllib.parse import urlparse from azure.kusto.data.helpers import get_string_tail_lower_case @@ -40,7 +42,7 @@ def is_match(self, candidate): return False -def create_fast_suffix_matcher_from_existing(rules: List[MatchRule], existing: Optional[FastSuffixMatcher]) -> FastSuffixMatcher: +def create_fast_suffix_matcher_from_existing(rules: List[MatchRule], existing: FastSuffixMatcher) -> FastSuffixMatcher: if existing is None or len(existing.rules) == 0: return FastSuffixMatcher(rules) @@ -59,7 +61,7 @@ def __init__(self): for (k, v) in _well_known_kusto_endpoints_data["AllowedEndpointsByLogin"].items() } - self._additional_matcher: Optional[FastSuffixMatcher] = None + self._additional_matcher = None self._override_matcher = None def set_override_matcher(self, matcher): @@ -93,7 +95,7 @@ def validate_hostname_is_trusted(self, hostname: str, login_endpoint: str): return raise KustoClientInvalidConnectionStringException( - f"Can't communicate with '{hostname}' as this hostname is currently not trusted; please see https://aka.ms/kustotrustedendpoints" + f"Can't communicate with '{hostname}' as this hostname is currently not trusted; please see " f"https://aka.ms/kustotrustedendpoints" ) def set_override_policy(self, matcher): diff --git a/azure-kusto-data/azure/kusto/data/security.py b/azure-kusto-data/azure/kusto/data/security.py index 519745bd..3bfc78ee 100644 --- a/azure-kusto-data/azure/kusto/data/security.py +++ b/azure-kusto-data/azure/kusto/data/security.py @@ -4,6 +4,7 @@ from urllib.parse import urlparse from ._token_providers import ( + TokenProviderBase, BasicTokenProvider, CallbackTokenProvider, MsiTokenProvider, @@ -28,10 +29,7 @@ class _AadHelper: token_provider = None # type: TokenProviderBase def __init__(self, kcsb: "KustoConnectionStringBuilder", is_async: bool): - if kcsb.data_source is None or kcsb.data_source == "": - raise KustoClientError("KustoConnectionStringBuilder must have a data_source set") - - parsed_url = urlparse(kcsb.data_source) # type: ignore - we checked it's not None + parsed_url = urlparse(kcsb.data_source) self.kusto_uri = f"{parsed_url.scheme}://{parsed_url.hostname}" if parsed_url.port is not None: self.kusto_uri += f":{parsed_url.port}" diff --git a/azure-kusto-data/azure/kusto/data/streaming_response.py b/azure-kusto-data/azure/kusto/data/streaming_response.py index d7921b14..1d515900 100644 --- a/azure-kusto-data/azure/kusto/data/streaming_response.py +++ b/azure-kusto-data/azure/kusto/data/streaming_response.py @@ -5,7 +5,7 @@ from ijson import IncompleteJSONError from azure.kusto.data._models import WellKnownDataSet -from azure.kusto.data.exceptions import KustoTokenParsingError, KustoUnsupportedApiError, KustoMultiApiError +from azure.kusto.data.exceptions import KustoServiceError, KustoTokenParsingError, KustoUnsupportedApiError, KustoApiError, KustoMultiApiError class JsonTokenType(Enum): @@ -125,18 +125,12 @@ def skip_until_property_name_or_end_object(self, *names: str) -> JsonToken: continue raise Exception(f"Unexpected token {token}") - - # If we reach here, the iterator was exhausted without finding a matching token - raise KustoTokenParsingError("Unexpected end of stream while looking for property name or end object") def skip_until_token_with_paths(self, *tokens: (JsonTokenType, str)) -> JsonToken: for token in self: if any((token.token_type == t_type and token.token_path == t_path) for (t_type, t_path) in tokens): return token self.skip_children(token) - - # If we reach here, the iterator was exhausted without finding a matching token - raise KustoTokenParsingError("Unexpected end of stream while looking for token with specified paths") class StreamingDataSetEnumerator: @@ -179,9 +173,9 @@ def parse_frame(self, frame_type: FrameType) -> Dict[str, Any]: if frame["IsProgressive"]: raise KustoUnsupportedApiError.progressive_api_unsupported() return frame - elif frame_type in [FrameType.TableHeader, FrameType.TableFragment, FrameType.TableCompletion, FrameType.TableProgress]: + if frame_type in [FrameType.TableHeader, FrameType.TableFragment, FrameType.TableCompletion, FrameType.TableProgress]: raise KustoUnsupportedApiError.progressive_api_unsupported() - elif frame_type == FrameType.DataTable: + if frame_type == FrameType.DataTable: props = self.extract_props( frame_type, ("TableId", JsonTokenType.NUMBER), @@ -194,15 +188,12 @@ def parse_frame(self, frame_type: FrameType) -> Dict[str, Any]: if props["TableKind"] != WellKnownDataSet.PrimaryResult.value: props["Rows"] = list(props["Rows"]) return props - elif frame_type == FrameType.DataSetCompletion: + if frame_type == FrameType.DataSetCompletion: res = self.extract_props(frame_type, ("HasErrors", JsonTokenType.BOOLEAN), ("Cancelled", JsonTokenType.BOOLEAN)) token = self.reader.skip_until_property_name_or_end_object("OneApiErrors") if token.token_type != JsonTokenType.END_MAP: res["OneApiErrors"] = self.parse_array(skip_start=False) return res - else: - # Handle unexpected frame types - raise KustoTokenParsingError(f"Unexpected frame type: {frame_type}") def row_iterator(self) -> Iterator[list]: self.reader.read_token_of_type(JsonTokenType.START_ARRAY) diff --git a/azure-kusto-data/tests/aio/test_kusto_client.py b/azure-kusto-data/tests/aio/test_kusto_client.py index 1b241704..a435f06f 100644 --- a/azure-kusto-data/tests/aio/test_kusto_client.py +++ b/azure-kusto-data/tests/aio/test_kusto_client.py @@ -1,5 +1,4 @@ """Tests for KustoClient.""" - import json import sys from unittest.mock import patch @@ -11,11 +10,12 @@ from azure.kusto.data.client_request_properties import ClientRequestProperties from azure.kusto.data.exceptions import KustoClosedError, KustoMultiApiError, KustoNetworkError from azure.kusto.data.helpers import dataframe_from_result_table -from ..kusto_client_common import KustoClientTestsMixin, mocked_requests_post +from ..kusto_client_common import KustoClientTestsMixin, mocked_requests_post, proxy_kcsb from ..test_kusto_client import TestKustoClient as KustoClientTestsSync PANDAS = False try: + import pandas PANDAS = True except: diff --git a/azure-kusto-data/tests/kusto_client_common.py b/azure-kusto-data/tests/kusto_client_common.py index 71fde385..5f35e7bb 100644 --- a/azure-kusto-data/tests/kusto_client_common.py +++ b/azure-kusto-data/tests/kusto_client_common.py @@ -20,7 +20,7 @@ import pandas PANDAS = True -except ImportError: +except: pass @@ -429,7 +429,7 @@ def _assert_partial_results_response(response: SyncResponseSet): assert len(results) == 5 assert results[0]["x"] == 1 - if response is KustoStreamingResponseDataSet: + if type(response) == KustoStreamingResponseDataSet: _ = [t for t in response] # Read rest of tables assert response.errors_count == 1 assert "E_QUERY_RESULT_SET_TOO_LARGE" in response.get_exceptions()[0] diff --git a/azure-kusto-data/tests/sample.py b/azure-kusto-data/tests/sample.py index bd233638..3aa955b8 100644 --- a/azure-kusto-data/tests/sample.py +++ b/azure-kusto-data/tests/sample.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. +# Copyright (c) Microsoft Corporation. # Licensed under the MIT License """A simple example how to use KustoClient.""" diff --git a/azure-kusto-data/tests/test_kusto_client.py b/azure-kusto-data/tests/test_kusto_client.py index 373f3abd..ab19a712 100644 --- a/azure-kusto-data/tests/test_kusto_client.py +++ b/azure-kusto-data/tests/test_kusto_client.py @@ -11,7 +11,7 @@ from azure.kusto.data.exceptions import KustoClosedError, KustoMultiApiError, KustoNetworkError, KustoServiceError from azure.kusto.data.helpers import dataframe_from_result_table from azure.kusto.data.response import KustoStreamingResponseDataSet -from tests.kusto_client_common import KustoClientTestsMixin, mocked_requests_post, get_response_first_primary_result, get_table_first_row +from tests.kusto_client_common import KustoClientTestsMixin, mocked_requests_post, get_response_first_primary_result, get_table_first_row, proxy_kcsb @pytest.fixture(params=[KustoClient.execute_query, KustoClient.execute_streaming_query]) @@ -130,7 +130,7 @@ def test_dynamic(self, mock_post, method): def test_json_401(self, mock_post, method): """Tests 401 permission errors.""" with KustoClient(self.HOST) as client: - with pytest.raises(KustoServiceError, match="401. Missing adequate access rights."): + with pytest.raises(KustoServiceError, match=f"401. Missing adequate access rights."): query = "execute_401" response = method.__call__(client, "PythonTest", query) get_response_first_primary_result(response) diff --git a/azure-kusto-data/tests/test_kusto_connection_string_builder.py b/azure-kusto-data/tests/test_kusto_connection_string_builder.py index 087a57b0..9674532e 100644 --- a/azure-kusto-data/tests/test_kusto_connection_string_builder.py +++ b/azure-kusto-data/tests/test_kusto_connection_string_builder.py @@ -81,18 +81,16 @@ def test_aad_app(self): assert kcsb.application_client_id == uuid assert kcsb.application_key == key assert kcsb.authority_id == "microsoft.com" - assert ( - repr(kcsb) - == "Data Source=localhost;Initial Catalog=NetDefaultDB;AAD Federated Security=True;Application Client Id={0};Application Key={1};Authority Id={2}".format( - uuid, key, "microsoft.com" - ) + assert repr( + kcsb + ) == "Data Source=localhost;Initial Catalog=NetDefaultDB;AAD Federated Security=True;Application Client Id={0};Application Key={1};Authority Id={2}".format( + uuid, key, "microsoft.com" ) - assert ( - str(kcsb) - == "Data Source=localhost;Initial Catalog=NetDefaultDB;AAD Federated Security=True;Application Client Id={0};Application Key={1};Authority Id={2}".format( - uuid, self.PASSWORDS_REPLACEMENT, "microsoft.com" - ) + assert str( + kcsb + ) == "Data Source=localhost;Initial Catalog=NetDefaultDB;AAD Federated Security=True;Application Client Id={0};Application Key={1};Authority Id={2}".format( + uuid, self.PASSWORDS_REPLACEMENT, "microsoft.com" ) def test_aad_user(self): @@ -271,7 +269,7 @@ def test_add_msi(self): exception_occurred = False try: fault = KustoConnectionStringBuilder.with_aad_managed_service_identity_authentication("localhost", client_id=client_guid, object_id=object_guid) - except ValueError: + except ValueError as e: exception_occurred = True finally: assert exception_occurred @@ -291,7 +289,7 @@ def test_add_token_provider(self): exception_occurred = False try: kscb = KustoConnectionStringBuilder.with_token_provider("localhost", caller_token) - except AssertionError: + except AssertionError as ex: exception_occurred = True finally: assert exception_occurred @@ -310,7 +308,7 @@ async def async_token_provider(): exception_occurred = False try: kscb = KustoConnectionStringBuilder.with_async_token_provider("localhost", caller_token) - except AssertionError: + except AssertionError as ex: exception_occurred = True finally: assert exception_occurred diff --git a/azure-kusto-data/tests/test_token_providers.py b/azure-kusto-data/tests/test_token_providers.py index 7a912d24..7345a4ee 100644 --- a/azure-kusto-data/tests/test_token_providers.py +++ b/azure-kusto-data/tests/test_token_providers.py @@ -9,7 +9,7 @@ from azure.kusto.data._token_providers import * from azure.kusto.data.exceptions import KustoNetworkError -from azure.kusto.data.env_utils import get_env, get_app_id, get_auth_id, prepare_app_key_auth +from azure.kusto.data.env_utils import get_env, get_app_id, get_auth_id, get_app_key, prepare_app_key_auth TOKEN_VALUE = "little miss sunshine" diff --git a/azure-kusto-ingest/azure/kusto/ingest/__init__.py b/azure-kusto-ingest/azure/kusto/ingest/__init__.py index 91d1688e..a80ac074 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/__init__.py +++ b/azure-kusto-ingest/azure/kusto/ingest/__init__.py @@ -1,6 +1,6 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License -from .base_ingest_client import BaseIngestClient +from ._version import VERSION as __version__ from .base_ingest_client import IngestionResult, IngestionStatus from .descriptors import BlobDescriptor, FileDescriptor, StreamDescriptor from .exceptions import KustoMissingMappingError, KustoMappingError, KustoQueueError, KustoDuplicateMappingError, KustoInvalidEndpointError, KustoClientError @@ -18,6 +18,7 @@ ) from .managed_streaming_ingest_client import ManagedStreamingIngestClient from .streaming_ingest_client import KustoStreamingIngestClient +from .base_ingest_client import BaseIngestClient __all__ = [ "IngestionResult", diff --git a/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py b/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py index 96ead40b..50c769dd 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py +++ b/azure-kusto-ingest/azure/kusto/ingest/_resource_manager.py @@ -1,7 +1,7 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License from datetime import datetime, timedelta -from typing import List, Dict, Optional +from typing import List, Dict from urllib.parse import urlparse from tenacity import retry_if_exception_type, stop_after_attempt, Retrying, wait_random_exponential @@ -34,11 +34,11 @@ def __str__(self): class _IngestClientResources: def __init__( self, - secured_ready_for_aggregation_queues: Optional[List[_ResourceUri]] = None, - failed_ingestions_queues: Optional[List[_ResourceUri]] = None, - successful_ingestions_queues: Optional[List[_ResourceUri]] = None, - containers: Optional[List[_ResourceUri]] = None, - status_tables: Optional[List[_ResourceUri]] = None, + secured_ready_for_aggregation_queues: List[_ResourceUri] = None, + failed_ingestions_queues: List[_ResourceUri] = None, + successful_ingestions_queues: List[_ResourceUri] = None, + containers: List[_ResourceUri] = None, + status_tables: List[_ResourceUri] = None, ): self.secured_ready_for_aggregation_queues = secured_ready_for_aggregation_queues self.failed_ingestions_queues = failed_ingestions_queues diff --git a/azure-kusto-ingest/azure/kusto/ingest/_status_q.py b/azure-kusto-ingest/azure/kusto/ingest/_status_q.py index e53ebd9e..de5d5d44 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/_status_q.py +++ b/azure-kusto-ingest/azure/kusto/ingest/_status_q.py @@ -1,10 +1,11 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License import random + from typing import List, Callable, TYPE_CHECKING from azure.kusto.ingest._resource_manager import _ResourceUri -from azure.storage.queue import QueueServiceClient, QueueClient, QueueMessage, TextBase64DecodePolicy +from azure.storage.queue import QueueServiceClient, QueueClient, QueueMessage, TextBase64EncodePolicy, TextBase64DecodePolicy if TYPE_CHECKING: from azure.kusto.ingest.status import StatusMessage diff --git a/azure-kusto-ingest/azure/kusto/ingest/descriptors.py b/azure-kusto-ingest/azure/kusto/ingest/descriptors.py index 84e3f794..5e1fb9a9 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/descriptors.py +++ b/azure-kusto-ingest/azure/kusto/ingest/descriptors.py @@ -2,13 +2,14 @@ # Licensed under the MIT License import abc import os +import random import shutil import struct import uuid from copy import copy from gzip import GzipFile from io import BytesIO, SEEK_END -from typing import Union, Optional, AnyStr, IO +from typing import Union, Optional, AnyStr, IO, List, Dict from zipfile import ZipFile from azure.storage.blob import BlobClient @@ -20,7 +21,7 @@ def ensure_uuid(maybe_uuid: OptionalUUID) -> uuid.UUID: if not maybe_uuid: return uuid.uuid4() - if maybe_uuid is uuid.UUID: + if type(maybe_uuid) == uuid.UUID: return maybe_uuid return uuid.UUID(f"{maybe_uuid}", version=4) diff --git a/azure-kusto-ingest/azure/kusto/ingest/exceptions.py b/azure-kusto-ingest/azure/kusto/ingest/exceptions.py index 93cacb69..3bda6e60 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/exceptions.py +++ b/azure-kusto-ingest/azure/kusto/ingest/exceptions.py @@ -37,6 +37,7 @@ def __init__(self, expected_service_type, actual_service_type, suggested_endpoin class KustoQueueError(KustoClientError): + """Raised when not succeeding to upload message to queue in all retries""" def __init__(self): diff --git a/azure-kusto-ingest/azure/kusto/ingest/ingest_client.py b/azure-kusto-ingest/azure/kusto/ingest/ingest_client.py index bec80acd..74db461e 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/ingest_client.py +++ b/azure-kusto-ingest/azure/kusto/ingest/ingest_client.py @@ -1,6 +1,8 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License +import random from typing import Union, AnyStr, IO, List, Optional, Dict +from urllib.parse import urlparse from azure.storage.blob import BlobServiceClient @@ -10,13 +12,13 @@ from azure.kusto.data import KustoClient, KustoConnectionStringBuilder from azure.kusto.data._telemetry import MonitoredActivity -from azure.kusto.data.exceptions import KustoClosedError +from azure.kusto.data.exceptions import KustoClosedError, KustoServiceError from ._ingest_telemetry import IngestTracingAttributes from ._resource_manager import _ResourceManager, _ResourceUri from .base_ingest_client import BaseIngestClient, IngestionResult, IngestionStatus from .descriptors import BlobDescriptor, FileDescriptor, StreamDescriptor -from .exceptions import KustoQueueError +from .exceptions import KustoInvalidEndpointError, KustoQueueError from azure.kusto.data.exceptions import KustoBlobError from .ingestion_blob_info import IngestionBlobInfo from .ingestion_properties import IngestionProperties @@ -159,7 +161,6 @@ def ingest_from_blob(self, blob_descriptor: BlobDescriptor, ingestion_properties self._resource_manager.report_resource_usage_result(queue.storage_account_name, False) if retries_left == 0: raise KustoQueueError() from e - raise KustoQueueError() def _get_containers(self) -> List[_ResourceUri]: return self._resource_manager.get_containers() diff --git a/azure-kusto-ingest/azure/kusto/ingest/ingestion_blob_info.py b/azure-kusto-ingest/azure/kusto/ingest/ingestion_blob_info.py index 29ce9a63..ab52df4e 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/ingestion_blob_info.py +++ b/azure-kusto-ingest/azure/kusto/ingest/ingestion_blob_info.py @@ -1,6 +1,7 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License import json +import uuid from datetime import datetime from typing import TYPE_CHECKING diff --git a/azure-kusto-ingest/azure/kusto/ingest/ingestion_properties.py b/azure-kusto-ingest/azure/kusto/ingest/ingestion_properties.py index 183495d7..99b0b09e 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/ingestion_properties.py +++ b/azure-kusto-ingest/azure/kusto/ingest/ingestion_properties.py @@ -89,10 +89,10 @@ def __init__( self, column_name: str, column_type: str, - path: Optional[str] = None, + path: str = None, transform: TransformationMethod = TransformationMethod.NONE, - ordinal: Optional[int] = None, - const_value: Optional[str] = None, + ordinal: int = None, + const_value: str = None, field=None, columns=None, storage_data_type=None, diff --git a/azure-kusto-ingest/azure/kusto/ingest/managed_streaming_ingest_client.py b/azure-kusto-ingest/azure/kusto/ingest/managed_streaming_ingest_client.py index 41a0b1db..942a9faf 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/managed_streaming_ingest_client.py +++ b/azure-kusto-ingest/azure/kusto/ingest/managed_streaming_ingest_client.py @@ -154,8 +154,6 @@ def _stream_with_retries( tracing_attributes={"attemptNumber": attempt, "sourceIsStream": from_stream}, ) - return None - @staticmethod def _get_request_id(source_id: uuid.UUID, attempt: int): return f"KPC.executeManagedStreamingIngest;{source_id};{attempt}" diff --git a/azure-kusto-ingest/azure/kusto/ingest/status.py b/azure-kusto-ingest/azure/kusto/ingest/status.py index 0730daf2..79d220c8 100644 --- a/azure-kusto-ingest/azure/kusto/ingest/status.py +++ b/azure-kusto-ingest/azure/kusto/ingest/status.py @@ -23,7 +23,7 @@ def __init__(self, s): if hasattr(self, key): try: setattr(self, key, value) - except: # noqa: E722 + except: # TODO: should we set up a logger? pass diff --git a/azure-kusto-ingest/tests/test_kusto_ingest_client.py b/azure-kusto-ingest/tests/test_kusto_ingest_client.py index 46fd36df..ac68a92d 100644 --- a/azure-kusto-ingest/tests/test_kusto_ingest_client.py +++ b/azure-kusto-ingest/tests/test_kusto_ingest_client.py @@ -13,11 +13,12 @@ from azure.kusto.data.data_format import DataFormat from azure.kusto.ingest import QueuedIngestClient, IngestionProperties, IngestionStatus, _resource_manager -from azure.kusto.ingest.exceptions import KustoQueueError +from azure.kusto.ingest.exceptions import KustoInvalidEndpointError, KustoQueueError from azure.kusto.ingest.managed_streaming_ingest_client import ManagedStreamingIngestClient pandas_installed = False try: + import pandas pandas_installed = True except: diff --git a/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py b/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py index 781857dd..0ad69d22 100644 --- a/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py +++ b/azure-kusto-ingest/tests/test_kusto_streaming_ingest_client.py @@ -13,6 +13,7 @@ pandas_installed = False try: + import pandas pandas_installed = True except: @@ -193,9 +194,9 @@ def test_streaming_ingest_from_stream(self, ingest_client_class): assert result.status == IngestionStatus.SUCCESS def test_client_uri_from_query_endpoint(self): - assert KustoStreamingIngestClient("https://somecluster.kusto.windows.net")._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/", ( - "Client URI was not extracted correctly from query endpoint" - ) + assert ( + KustoStreamingIngestClient("https://somecluster.kusto.windows.net")._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/" + ), "Client URI was not extracted correctly from query endpoint" def test_client_uri_from_ingestion_endpoint(self): assert ( diff --git a/azure-kusto-ingest/tests/test_managed_streaming_ingest.py b/azure-kusto-ingest/tests/test_managed_streaming_ingest.py index 5d6b22b6..eb00c455 100644 --- a/azure-kusto-ingest/tests/test_managed_streaming_ingest.py +++ b/azure-kusto-ingest/tests/test_managed_streaming_ingest.py @@ -354,27 +354,27 @@ def test_blob_ingestion(self, mock_uuid, mock_put_message_in_queue, mock_aad): def test_client_uri_from_query_endpoint(self): client = ManagedStreamingIngestClient("https://somecluster.kusto.windows.net") - assert client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net", ( - "Client URI was not extracted correctly from query endpoint" - ) + assert ( + client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net" + ), "Client URI was not extracted correctly from query endpoint" assert client.queued_client._resource_manager._kusto_client._kusto_cluster == "https://ingest-somecluster.kusto.windows.net/" - assert client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/", ( - "Client URI was not extracted correctly from ingestion endpoint" - ) + assert ( + client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/" + ), "Client URI was not extracted correctly from ingestion endpoint" def test_client_uri_from_ingestion_endpoint(self): client = ManagedStreamingIngestClient("https://ingest-somecluster.kusto.windows.net") - assert client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net", ( - "Client URI was not extracted correctly from query endpoint" - ) + assert ( + client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net" + ), "Client URI was not extracted correctly from query endpoint" assert client.queued_client._resource_manager._kusto_client._kusto_cluster == "https://ingest-somecluster.kusto.windows.net/" - assert client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/", ( - "Client URI was not extracted correctly from ingestion endpoint" - ) + assert ( + client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/" + ), "Client URI was not extracted correctly from ingestion endpoint" def test_from_ingestion_endpoint_reserved_hostname(self): client = ManagedStreamingIngestClient("https://localhost:8080") @@ -388,8 +388,8 @@ def test_from_ingestion_endpoint_reserved_hostname(self): assert client.streaming_client._kusto_client._kusto_cluster == "https://192.168.14.4/" client = ManagedStreamingIngestClient("https://onebox.dev.kusto.windows.net") - assert client.queued_client._connection_datasource == "https://onebox.dev.kusto.windows.net", ( - "Client URI was not extracted correctly from query endpoint" - ) + assert ( + client.queued_client._connection_datasource == "https://onebox.dev.kusto.windows.net" + ), "Client URI was not extracted correctly from query endpoint" assert client.queued_client._resource_manager._kusto_client._kusto_cluster == "https://onebox.dev.kusto.windows.net/" assert client.streaming_client._kusto_client._kusto_cluster == "https://onebox.dev.kusto.windows.net/" diff --git a/azure-kusto-ingest/tests/test_status_q.py b/azure-kusto-ingest/tests/test_status_q.py index a0f91083..f594e522 100644 --- a/azure-kusto-ingest/tests/test_status_q.py +++ b/azure-kusto-ingest/tests/test_status_q.py @@ -96,11 +96,9 @@ def test_isempty(self): fake_peek = fake_peek_factory( lambda queue_name, num_messages=1: [mock_message(success=True) for _ in range(0, num_messages)] if "qs" in queue_name else [] ) - with ( - mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, - mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, - mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock, - ): + with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, mock.patch.object( + client._resource_manager, "get_failed_ingestions_queues" + ) as mocked_get_failed_qs, mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock: fake_failed_queue = get_resource_uri("mocked_storage_account_f1", "mocked_qf_name") fake_success_queue = get_resource_uri("mocked_storage_account2", "mocked_qs_name") @@ -125,11 +123,9 @@ def test_peek(self): ] ) - with ( - mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, - mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, - mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock, - ): + with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, mock.patch.object( + client._resource_manager, "get_failed_ingestions_queues" + ) as mocked_get_failed_qs, mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock: fake_failed_queue1 = get_resource_uri("mocked_storage_account_f1", "mocked_qf_name") fake_failed_queue2 = get_resource_uri("mocked_storage_account_f2", "mocked_qf_2_name") fake_success_queue = get_resource_uri("mocked_storage_account2", "mocked_qs_name") @@ -172,17 +168,16 @@ def test_pop(self): ] ) - with ( - mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, - mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, - mock.patch.object( - QueueClient, - "receive_messages", - autospec=True, - side_effect=fake_receive, - ) as q_receive_mock, - mock.patch.object(QueueClient, "delete_message", return_value=None) as q_del_mock, - ): + with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, mock.patch.object( + client._resource_manager, "get_failed_ingestions_queues" + ) as mocked_get_failed_qs, mock.patch.object( + QueueClient, + "receive_messages", + autospec=True, + side_effect=fake_receive, + ) as q_receive_mock, mock.patch.object( + QueueClient, "delete_message", return_value=None + ) as q_del_mock: fake_failed_queue1 = get_resource_uri("mocked_storage_account_f1", "mocked_qf_name") fake_failed_queue2 = get_resource_uri("mocked_storage_account_f2", "mocked_qf_2_name") fake_success_queue = get_resource_uri("mocked_storage_account2", "mocked_qs_name") @@ -225,16 +220,15 @@ def test_pop_unbalanced_queues(self): fake_receive = fake_receive_factory( lambda queue_name, messages_per_page=1: [mock_message(success=False) for _ in range(0, messages_per_page)] if "1" in queue_name else [] ) - with ( - mock.patch.object(client._resource_manager, "get_successful_ingestions_queues"), - mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, - mock.patch.object( - QueueClient, - "receive_messages", - autospec=True, - side_effect=fake_receive, - ) as q_receive_mock, - mock.patch.object(QueueClient, "delete_message", return_value=None), + with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues"), mock.patch.object( + client._resource_manager, "get_failed_ingestions_queues" + ) as mocked_get_failed_qs, mock.patch.object( + QueueClient, + "receive_messages", + autospec=True, + side_effect=fake_receive, + ) as q_receive_mock, mock.patch.object( + QueueClient, "delete_message", return_value=None ): fake_failed_queue1 = get_resource_uri("mocked_storage_account_f1", "mocked_qf_1_name") fake_failed_queue2 = get_resource_uri("mocked_storage_account_f2", "mocked_qf_2_name") diff --git a/pyproject.toml b/pyproject.toml index 89606d2b..b80ecb79 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -29,15 +29,13 @@ dev = [ "basedpyright>=1.31.1", ] -[tool.uv] - - [tool.uv.workspace] -members = ["azure-kusto-data", "azure-kusto-ingest"] +members = ["azure-kusto-data", "azure-kusto-ingest", "quick-start"] [tool.uv.sources] azure-kusto-data = { workspace = true } azure-kusto-ingest = { workspace = true } +quick-start = { workspace = true } [tool.ruff] line-length = 160 diff --git a/quick-start/pyproject.toml b/quick-start/pyproject.toml index 2a415605..db9c69c6 100644 --- a/quick-start/pyproject.toml +++ b/quick-start/pyproject.toml @@ -2,15 +2,15 @@ name = "quick-start" version = "5.0.0" description = "Microsoft Azure Kusto Python SDK" - dependencies = [ - "azure-kusto-data", - "azure-kusto-ingest", - "azure-core-tracing-opentelemetry ~= 1.0.0b9", - "azure-monitor-opentelemetry-exporter ~= 1.0.0b7", - "inflection ~= 0.5.1", - "opentelemetry-sdk ~= 1.12.0", - "tqdm ~= 4.64.0", - ] +dependencies = [ + "azure-kusto-data", + "azure-kusto-ingest", + "azure-core-tracing-opentelemetry ~= 1.0.0b12", + "azure-monitor-opentelemetry-exporter ~= 1.0.0b41", + "inflection ~= 0.5.1", + "opentelemetry-sdk ~= 1.36.0", + "tqdm ~= 4.64.1", +] readme = "README.md" requires-python = ">= 3.8" @@ -21,16 +21,6 @@ email = "kustalk@microsoft.com" [project.scripts] sample_app = "sample_app:main" -[dependency-groups] -dev = [ - "pytest>=8.0.2", - "responses>=0.25.0", - "aioresponses>=0.7.6", - "pytest-asyncio>=0.23.5", - "asgiref>=3.7.2", - "setuptools>=69.2.0", - "pyright>=1.1.355", - "ipython>=8.12.3", - "pyarrow>=16.1.0", -] +[tool.uv] +package = false diff --git a/quick-start/utils.py b/quick-start/utils.py index 4145f483..85f03d0c 100644 --- a/quick-start/utils.py +++ b/quick-start/utils.py @@ -3,7 +3,6 @@ import uuid from time import sleep from tqdm import tqdm -from typing import Optional from azure.kusto.data import KustoConnectionStringBuilder, ClientRequestProperties, KustoClient, DataFormat from azure.kusto.data.exceptions import KustoClientError, KustoServiceError from azure.kusto.ingest import IngestionProperties, BaseIngestClient, QueuedIngestClient, FileDescriptor, BlobDescriptor diff --git a/uv.lock b/uv.lock index e648dda7..d7f785a6 100644 --- a/uv.lock +++ b/uv.lock @@ -13,6 +13,7 @@ members = [ "azure-kusto-data", "azure-kusto-ingest", "azure-kusto-python", + "quick-start", ] [[package]] @@ -153,15 +154,6 @@ 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.github/workflows/build.yml | 25 +++++++++++++++++++++++-- 1 file changed, 23 insertions(+), 2 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 79b5f816..a30d462d 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -46,9 +46,30 @@ jobs: APPLICATION_INSIGHTS_ENGINE_CONNECTION_STRING: https://ade.applicationinsights.io/subscriptions/12534eb3-8109-4d84-83ad-576c0d5e1d06/resourcegroups/clients_e2e_test/providers/microsoft.insights/components/kusto-e2e-app-insights APPLICATION_INSIGHTS_TEST_DATABASE: kusto-e2e-app-insights run: uv run pytest --junit-xml pytest.xml - - uses: astral-sh/ruff-action@v3 + + - name: "Run Ruff Formatter" + uses: astral-sh/ruff-action@v3 with: - args: "format --check --diff" + args: "format" + continue-on-error: true # TODO - different PR to format & lint + - name: "Run Ruff Linter" + run: ruff check --fix + + - uses: tj-actions/verify-changed-files@v20 + id: verify-changed-files + if: always() + with: + # Fail if files were changed (this indicates there are linting errors to fix) + fail-if-changed: 'true' + files: "*.py" + + # Suggest fixes if any were made + - uses: parkerbxyz/suggest-changes@v2 + if: failure() && steps.verify-changed-files.outcome == 'failure' + with: + comment: 'Please commit the suggested changes from ruff.' + event: 'REQUEST_CHANGES' + - name: Upload Unit Test Results if: always() uses: actions/upload-artifact@v4 From 85b8dfffa40cb465dc50849f27eb69bfafc82ed5 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 09:34:24 +0300 Subject: [PATCH 15/36] Test --- .github/workflows/build.yml | 6 +++--- pyproject.toml | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index a30d462d..a01264a8 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -51,17 +51,17 @@ jobs: uses: astral-sh/ruff-action@v3 with: args: "format" - continue-on-error: true # TODO - different PR to format & lint - name: "Run Ruff Linter" run: ruff check --fix - + continue-on-error: true + - uses: tj-actions/verify-changed-files@v20 id: verify-changed-files if: always() with: # Fail if files were changed (this indicates there are linting errors to fix) fail-if-changed: 'true' - files: "*.py" + files: "**/*.py" # Suggest fixes if any were made - uses: parkerbxyz/suggest-changes@v2 diff --git a/pyproject.toml b/pyproject.toml index b80ecb79..16f0b3c0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -49,6 +49,6 @@ ignore = ["E731"] # E731 - dont assign lambdas. "**/test_streaming_query.py" = ["F841"] # unused variable - for pytest raises [tool.pytest.ini_options] -testpaths = ["azure-kusto-data/tests"] +testpaths = ["azure-kusto-data/tests", "azure-kusto-ingest/tests"] addopts = ["-s", "--import-mode=importlib"] pythonpath = ["."] \ No newline at end of file From 44dfb02013166d87154b11b79dd500944b2e217a Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 09:38:04 +0300 Subject: [PATCH 16/36] Test --- .../tests/test_managed_streaming_ingest.py | 34 +++++++++---------- 1 file changed, 17 insertions(+), 17 deletions(-) diff --git a/azure-kusto-ingest/tests/test_managed_streaming_ingest.py b/azure-kusto-ingest/tests/test_managed_streaming_ingest.py index eb00c455..14879391 100644 --- a/azure-kusto-ingest/tests/test_managed_streaming_ingest.py +++ b/azure-kusto-ingest/tests/test_managed_streaming_ingest.py @@ -11,8 +11,8 @@ from azure.kusto.data.data_format import DataFormat from azure.kusto.data.exceptions import KustoApiError from azure.kusto.ingest import ManagedStreamingIngestClient, IngestionProperties, IngestionStatus, BlobDescriptor -from test_kusto_ingest_client import request_callback as queued_request_callback, assert_queued_upload, request_callback_throw_transient -from test_kusto_streaming_ingest_client import request_callback as streaming_request_callback, assert_managed_streaming_request_id +from .test_kusto_ingest_client import request_callback as queued_request_callback, assert_queued_upload, request_callback_throw_transient +from .test_kusto_streaming_ingest_client import request_callback as streaming_request_callback, assert_managed_streaming_request_id class TransientResponseHelper: @@ -354,27 +354,27 @@ def test_blob_ingestion(self, mock_uuid, mock_put_message_in_queue, mock_aad): def test_client_uri_from_query_endpoint(self): client = ManagedStreamingIngestClient("https://somecluster.kusto.windows.net") - assert ( - client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net" - ), "Client URI was not extracted correctly from query endpoint" + assert client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net", ( + "Client URI was not extracted correctly from query endpoint" + ) assert client.queued_client._resource_manager._kusto_client._kusto_cluster == "https://ingest-somecluster.kusto.windows.net/" - assert ( - client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/" - ), "Client URI was not extracted correctly from ingestion endpoint" + assert client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/", ( + "Client URI was not extracted correctly from ingestion endpoint" + ) def test_client_uri_from_ingestion_endpoint(self): client = ManagedStreamingIngestClient("https://ingest-somecluster.kusto.windows.net") - assert ( - client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net" - ), "Client URI was not extracted correctly from query endpoint" + assert client.queued_client._connection_datasource == "https://ingest-somecluster.kusto.windows.net", ( + "Client URI was not extracted correctly from query endpoint" + ) assert client.queued_client._resource_manager._kusto_client._kusto_cluster == "https://ingest-somecluster.kusto.windows.net/" - assert ( - client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/" - ), "Client URI was not extracted correctly from ingestion endpoint" + assert client.streaming_client._kusto_client._kusto_cluster == "https://somecluster.kusto.windows.net/", ( + "Client URI was not extracted correctly from ingestion endpoint" + ) def test_from_ingestion_endpoint_reserved_hostname(self): client = ManagedStreamingIngestClient("https://localhost:8080") @@ -388,8 +388,8 @@ def test_from_ingestion_endpoint_reserved_hostname(self): assert client.streaming_client._kusto_client._kusto_cluster == "https://192.168.14.4/" client = ManagedStreamingIngestClient("https://onebox.dev.kusto.windows.net") - assert ( - client.queued_client._connection_datasource == "https://onebox.dev.kusto.windows.net" - ), "Client URI was not extracted correctly from query endpoint" + assert client.queued_client._connection_datasource == "https://onebox.dev.kusto.windows.net", ( + "Client URI was not extracted correctly from query endpoint" + ) assert client.queued_client._resource_manager._kusto_client._kusto_cluster == "https://onebox.dev.kusto.windows.net/" assert client.streaming_client._kusto_client._kusto_cluster == "https://onebox.dev.kusto.windows.net/" From a2cdbeed00f9f2fa4edd39fb164ab9f7867da731 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 09:48:50 +0300 Subject: [PATCH 17/36] Test --- .github/workflows/build.yml | 23 ++++++++++++----------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index a01264a8..e720d31d 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -38,22 +38,23 @@ jobs: enable-cache: true - name: Install the project run: uv sync --locked --all-extras --dev - - name: EtoE Test with pytest - env: - TEST_DATABASE: ${{ secrets.TEST_DATABASE }} - TEST_BLOB: ${{ secrets.TEST_BLOB }} - ENGINE_CONNECTION_STRING: ${{ secrets.ENGINE_CONNECTION_STRING }} - APPLICATION_INSIGHTS_ENGINE_CONNECTION_STRING: https://ade.applicationinsights.io/subscriptions/12534eb3-8109-4d84-83ad-576c0d5e1d06/resourcegroups/clients_e2e_test/providers/microsoft.insights/components/kusto-e2e-app-insights - APPLICATION_INSIGHTS_TEST_DATABASE: kusto-e2e-app-insights - run: uv run pytest --junit-xml pytest.xml +# - name: EtoE Test with pytest +# env: +# TEST_DATABASE: ${{ secrets.TEST_DATABASE }} +# TEST_BLOB: ${{ secrets.TEST_BLOB }} +# ENGINE_CONNECTION_STRING: ${{ secrets.ENGINE_CONNECTION_STRING }} +# APPLICATION_INSIGHTS_ENGINE_CONNECTION_STRING: https://ade.applicationinsights.io/subscriptions/12534eb3-8109-4d84-83ad-576c0d5e1d06/resourcegroups/clients_e2e_test/providers/microsoft.insights/components/kusto-e2e-app-insights +# APPLICATION_INSIGHTS_TEST_DATABASE: kusto-e2e-app-insights +# run: uv run pytest --junit-xml pytest.xml - name: "Run Ruff Formatter" uses: astral-sh/ruff-action@v3 with: args: "format" - - name: "Run Ruff Linter" - run: ruff check --fix - continue-on-error: true + +# - name: "Run Ruff Linter" +# run: ruff check --fix +# continue-on-error: true - uses: tj-actions/verify-changed-files@v20 id: verify-changed-files From d9e32c0a2c9df93982ee9a6b480a63740deaa57e Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 09:54:44 +0300 Subject: [PATCH 18/36] Test --- .github/workflows/build.yml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index e720d31d..64fc2174 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -48,6 +48,7 @@ jobs: # run: uv run pytest --junit-xml pytest.xml - name: "Run Ruff Formatter" + id: ruff-formatter uses: astral-sh/ruff-action@v3 with: args: "format" @@ -58,7 +59,6 @@ jobs: - uses: tj-actions/verify-changed-files@v20 id: verify-changed-files - if: always() with: # Fail if files were changed (this indicates there are linting errors to fix) fail-if-changed: 'true' @@ -66,7 +66,6 @@ jobs: # Suggest fixes if any were made - uses: parkerbxyz/suggest-changes@v2 - if: failure() && steps.verify-changed-files.outcome == 'failure' with: comment: 'Please commit the suggested changes from ruff.' event: 'REQUEST_CHANGES' From fef5f841d6dcc75596e1fce73b1d094dac41fb97 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 09:56:01 +0300 Subject: [PATCH 19/36] Test --- .github/workflows/build.yml | 2 -- 1 file changed, 2 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 64fc2174..770a586f 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -60,8 +60,6 @@ jobs: - uses: tj-actions/verify-changed-files@v20 id: verify-changed-files with: - # Fail if files were changed (this indicates there are linting errors to fix) - fail-if-changed: 'true' files: "**/*.py" # Suggest fixes if any were made From 659f5af5ee1eee6a8258d3ef8ed708d05995c4b5 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 10:00:23 +0300 Subject: [PATCH 20/36] Test --- .github/workflows/build.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 770a586f..9c28c32b 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -63,7 +63,7 @@ jobs: files: "**/*.py" # Suggest fixes if any were made - - uses: parkerbxyz/suggest-changes@v2 + - uses: parkerbxyz/suggest-changes@v2.0.5 with: comment: 'Please commit the suggested changes from ruff.' event: 'REQUEST_CHANGES' From fb48599cf5c9f46601358705eea113ac569d7a09 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 10:05:41 +0300 Subject: [PATCH 21/36] Restore build --- .github/workflows/build.yml | 45 ++++++++++++++----------------------- 1 file changed, 17 insertions(+), 28 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 9c28c32b..132c4acd 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -38,36 +38,25 @@ jobs: enable-cache: true - name: Install the project run: uv sync --locked --all-extras --dev -# - name: EtoE Test with pytest -# env: -# TEST_DATABASE: ${{ secrets.TEST_DATABASE }} -# TEST_BLOB: ${{ secrets.TEST_BLOB }} -# ENGINE_CONNECTION_STRING: ${{ secrets.ENGINE_CONNECTION_STRING }} -# APPLICATION_INSIGHTS_ENGINE_CONNECTION_STRING: https://ade.applicationinsights.io/subscriptions/12534eb3-8109-4d84-83ad-576c0d5e1d06/resourcegroups/clients_e2e_test/providers/microsoft.insights/components/kusto-e2e-app-insights -# APPLICATION_INSIGHTS_TEST_DATABASE: kusto-e2e-app-insights -# run: uv run pytest --junit-xml pytest.xml - - - name: "Run Ruff Formatter" - id: ruff-formatter - uses: astral-sh/ruff-action@v3 - with: - args: "format" - + - name: EtoE Test with pytest + env: + TEST_DATABASE: ${{ secrets.TEST_DATABASE }} + TEST_BLOB: ${{ secrets.TEST_BLOB }} + ENGINE_CONNECTION_STRING: ${{ secrets.ENGINE_CONNECTION_STRING }} + APPLICATION_INSIGHTS_ENGINE_CONNECTION_STRING: https://ade.applicationinsights.io/subscriptions/12534eb3-8109-4d84-83ad-576c0d5e1d06/resourcegroups/clients_e2e_test/providers/microsoft.insights/components/kusto-e2e-app-insights + APPLICATION_INSIGHTS_TEST_DATABASE: kusto-e2e-app-insights + run: uv run pytest --junit-xml pytest.xml + +# todo: re-enable on a different PR +# - name: "Run Ruff Formatter" +# id: ruff-formatter +# uses: astral-sh/ruff-action@v3 +# with: +# args: "format --diff" +# # - name: "Run Ruff Linter" -# run: ruff check --fix -# continue-on-error: true +# run: ruff check --diff - - uses: tj-actions/verify-changed-files@v20 - id: verify-changed-files - with: - files: "**/*.py" - - # Suggest fixes if any were made - - uses: parkerbxyz/suggest-changes@v2.0.5 - with: - comment: 'Please commit the suggested changes from ruff.' - event: 'REQUEST_CHANGES' - - name: Upload Unit Test Results if: always() uses: actions/upload-artifact@v4 From f36273c9231e0a3faa3648cd221cd5a307700d9a Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 10:15:43 +0300 Subject: [PATCH 22/36] Try parallelize tests --- .github/workflows/build.yml | 1 - azure-kusto-ingest/tests/test_status_q.py | 60 +++++++++++++---------- pyproject.toml | 5 +- uv.lock | 29 +++++++++++ 4 files changed, 67 insertions(+), 28 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 132c4acd..2c5077ea 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -14,7 +14,6 @@ on: jobs: build: runs-on: ubuntu-latest - environment: build strategy: fail-fast: false diff --git a/azure-kusto-ingest/tests/test_status_q.py b/azure-kusto-ingest/tests/test_status_q.py index f594e522..ac3e7dd2 100644 --- a/azure-kusto-ingest/tests/test_status_q.py +++ b/azure-kusto-ingest/tests/test_status_q.py @@ -82,6 +82,10 @@ def get_resource_uri(account: str, container: str) -> _ResourceUri: return _ResourceUri("https://{0}.{1}.{2}/{3}?{4}".format(account, "queue", ENDPOINT_SUFFIX, container, SAS)) +def fail_test(): + raise Exception("This test should not be called.") + + class StatusQTests(unittest.TestCase): def test_init(self): client = QueuedIngestClient("some-cluster") @@ -96,9 +100,11 @@ def test_isempty(self): fake_peek = fake_peek_factory( lambda queue_name, num_messages=1: [mock_message(success=True) for _ in range(0, num_messages)] if "qs" in queue_name else [] ) - with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, mock.patch.object( - client._resource_manager, "get_failed_ingestions_queues" - ) as mocked_get_failed_qs, mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock: + with ( + mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, + mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, + mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock, + ): fake_failed_queue = get_resource_uri("mocked_storage_account_f1", "mocked_qf_name") fake_success_queue = get_resource_uri("mocked_storage_account2", "mocked_qs_name") @@ -123,9 +129,11 @@ def test_peek(self): ] ) - with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, mock.patch.object( - client._resource_manager, "get_failed_ingestions_queues" - ) as mocked_get_failed_qs, mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock: + with ( + mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, + mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, + mock.patch.object(QueueClient, "peek_messages", autospec=True, side_effect=fake_peek) as q_mock, + ): fake_failed_queue1 = get_resource_uri("mocked_storage_account_f1", "mocked_qf_name") fake_failed_queue2 = get_resource_uri("mocked_storage_account_f2", "mocked_qf_2_name") fake_success_queue = get_resource_uri("mocked_storage_account2", "mocked_qs_name") @@ -168,16 +176,17 @@ def test_pop(self): ] ) - with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, mock.patch.object( - client._resource_manager, "get_failed_ingestions_queues" - ) as mocked_get_failed_qs, mock.patch.object( - QueueClient, - "receive_messages", - autospec=True, - side_effect=fake_receive, - ) as q_receive_mock, mock.patch.object( - QueueClient, "delete_message", return_value=None - ) as q_del_mock: + with ( + mock.patch.object(client._resource_manager, "get_successful_ingestions_queues") as mocked_get_success_qs, + mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, + mock.patch.object( + QueueClient, + "receive_messages", + autospec=True, + side_effect=fake_receive, + ) as q_receive_mock, + mock.patch.object(QueueClient, "delete_message", return_value=None) as q_del_mock, + ): fake_failed_queue1 = get_resource_uri("mocked_storage_account_f1", "mocked_qf_name") fake_failed_queue2 = get_resource_uri("mocked_storage_account_f2", "mocked_qf_2_name") fake_success_queue = get_resource_uri("mocked_storage_account2", "mocked_qs_name") @@ -220,15 +229,16 @@ def test_pop_unbalanced_queues(self): fake_receive = fake_receive_factory( lambda queue_name, messages_per_page=1: [mock_message(success=False) for _ in range(0, messages_per_page)] if "1" in queue_name else [] ) - with mock.patch.object(client._resource_manager, "get_successful_ingestions_queues"), mock.patch.object( - client._resource_manager, "get_failed_ingestions_queues" - ) as mocked_get_failed_qs, mock.patch.object( - QueueClient, - "receive_messages", - autospec=True, - side_effect=fake_receive, - ) as q_receive_mock, mock.patch.object( - QueueClient, "delete_message", return_value=None + with ( + mock.patch.object(client._resource_manager, "get_successful_ingestions_queues"), + mock.patch.object(client._resource_manager, "get_failed_ingestions_queues") as mocked_get_failed_qs, + mock.patch.object( + QueueClient, + "receive_messages", + autospec=True, + side_effect=fake_receive, + ) as q_receive_mock, + mock.patch.object(QueueClient, "delete_message", return_value=None), ): fake_failed_queue1 = get_resource_uri("mocked_storage_account_f1", "mocked_qf_1_name") fake_failed_queue2 = get_resource_uri("mocked_storage_account_f2", "mocked_qf_2_name") diff --git a/pyproject.toml b/pyproject.toml index 16f0b3c0..73425c4f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -27,6 +27,7 @@ dev = [ "pandas>=2.3.1", "ruff>=0.12.8", "basedpyright>=1.31.1", + "pytest-xdist[psutil]>=3.8.0", ] [tool.uv.workspace] @@ -50,5 +51,5 @@ ignore = ["E731"] # E731 - dont assign lambdas. [tool.pytest.ini_options] testpaths = ["azure-kusto-data/tests", "azure-kusto-ingest/tests"] -addopts = ["-s", "--import-mode=importlib"] -pythonpath = ["."] \ No newline at end of file +addopts = ["-s", "--import-mode=importlib", "-n", "auto"] +pythonpath = ["."] diff --git a/uv.lock b/uv.lock index d7f785a6..79f7dfaa 100644 --- a/uv.lock +++ b/uv.lock @@ -320,6 +320,7 @@ dev = [ { name = "pyarrow" }, { name = "pytest" }, { name = "pytest-asyncio" }, + { name = "pytest-xdist", extra = ["psutil"] }, { name = "responses" }, { name = "ruff" }, { name = "setuptools" }, @@ -342,6 +343,7 @@ dev = [ { name = "pyarrow", specifier = ">=21.0.0" }, { name = "pytest", specifier = ">=8.4.1" }, { name = "pytest-asyncio", specifier = ">=1.1.0" }, + { name = "pytest-xdist", extras = ["psutil"], specifier = ">=3.8.0" }, { name = "responses", specifier = ">=0.25.8" }, { name = "ruff", specifier = ">=0.12.8" }, { name = "setuptools", specifier = ">=80.9.0" }, @@ -646,6 +648,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/36/f4/c6e662dade71f56cd2f3735141b265c3c79293c109549c1e6933b0651ffc/exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10", size = 16674, upload-time = "2025-05-10T17:42:49.33Z" }, ] +[[package]] +name = "execnet" +version = "2.1.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/bb/ff/b4c0dc78fbe20c3e59c0c7334de0c27eb4001a2b2017999af398bf730817/execnet-2.1.1.tar.gz", hash = "sha256:5189b52c6121c24feae288166ab41b32549c7e2348652736540b9e6e7d4e72e3", size = 166524, upload-time = "2024-04-08T09:04:19.245Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/43/09/2aea36ff60d16dd8879bdb2f5b3ee0ba8d08cbbdcdfe870e695ce3784385/execnet-2.1.1-py3-none-any.whl", hash = "sha256:26dee51f1b80cebd6d0ca8e74dd8745419761d3bef34163928cbebbdc4749fdc", size = 40612, upload-time = "2024-04-08T09:04:17.414Z" }, +] + [[package]] name = "executing" version = "2.2.0" @@ -1817,6 +1828,24 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/c7/9d/bf86eddabf8c6c9cb1ea9a869d6873b46f105a5d292d3a6f7071f5b07935/pytest_asyncio-1.1.0-py3-none-any.whl", hash = "sha256:5fe2d69607b0bd75c656d1211f969cadba035030156745ee09e7d71740e58ecf", size = 15157, upload-time = "2025-07-16T04:29:24.929Z" }, ] +[[package]] +name = "pytest-xdist" +version = "3.8.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "execnet" }, + { name = "pytest" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/78/b4/439b179d1ff526791eb921115fca8e44e596a13efeda518b9d845a619450/pytest_xdist-3.8.0.tar.gz", hash = "sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1", size = 88069, upload-time = "2025-07-01T13:30:59.346Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ca/31/d4e37e9e550c2b92a9cbc2e4d0b7420a27224968580b5a447f420847c975/pytest_xdist-3.8.0-py3-none-any.whl", hash = "sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88", size = 46396, upload-time = "2025-07-01T13:30:56.632Z" }, +] + +[package.optional-dependencies] +psutil = [ + { name = "psutil" }, +] + [[package]] name = "python-dateutil" version = "2.9.0.post0" From cff933abaa616f22eeb447807ad9c09f1a792b30 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 10:21:56 +0300 Subject: [PATCH 23/36] Try parallelize tests --- azure-kusto-ingest/tests/test_status_q.py | 2 +- pyproject.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/azure-kusto-ingest/tests/test_status_q.py b/azure-kusto-ingest/tests/test_status_q.py index ac3e7dd2..b151176c 100644 --- a/azure-kusto-ingest/tests/test_status_q.py +++ b/azure-kusto-ingest/tests/test_status_q.py @@ -82,7 +82,7 @@ def get_resource_uri(account: str, container: str) -> _ResourceUri: return _ResourceUri("https://{0}.{1}.{2}/{3}?{4}".format(account, "queue", ENDPOINT_SUFFIX, container, SAS)) -def fail_test(): +def test_fail(): raise Exception("This test should not be called.") diff --git a/pyproject.toml b/pyproject.toml index 73425c4f..424b9a60 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -51,5 +51,5 @@ ignore = ["E731"] # E731 - dont assign lambdas. [tool.pytest.ini_options] testpaths = ["azure-kusto-data/tests", "azure-kusto-ingest/tests"] -addopts = ["-s", "--import-mode=importlib", "-n", "auto"] +addopts = ["-s", "--import-mode=importlib", "-n", "8"] pythonpath = ["."] From d43c81d9ffcaaddd0a4136c7cab9cbc068b650ea Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 10:27:55 +0300 Subject: [PATCH 24/36] Remove failing test --- azure-kusto-ingest/tests/test_status_q.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/azure-kusto-ingest/tests/test_status_q.py b/azure-kusto-ingest/tests/test_status_q.py index b151176c..a0f91083 100644 --- a/azure-kusto-ingest/tests/test_status_q.py +++ b/azure-kusto-ingest/tests/test_status_q.py @@ -82,10 +82,6 @@ def get_resource_uri(account: str, container: str) -> _ResourceUri: return _ResourceUri("https://{0}.{1}.{2}/{3}?{4}".format(account, "queue", ENDPOINT_SUFFIX, container, SAS)) -def test_fail(): - raise Exception("This test should not be called.") - - class StatusQTests(unittest.TestCase): def test_init(self): client = QueuedIngestClient("some-cluster") From b5f78d99ca53d19a23cd35f0a0238eb963582753 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Wed, 13 Aug 2025 20:07:15 +0300 Subject: [PATCH 25/36] Added docs and tasks --- .env.example | 22 +++ .github/workflows/build.yml | 24 ++- .gitignore | 4 +- CONTRIBUTING.md | 97 ++++++++--- pyproject.toml | 33 +++- uv.lock | 317 ------------------------------------ 6 files changed, 138 insertions(+), 359 deletions(-) create mode 100644 .env.example diff --git a/.env.example b/.env.example new file mode 100644 index 00000000..7d607ecd --- /dev/null +++ b/.env.example @@ -0,0 +1,22 @@ +# For e2e tests: +ENGINE_CONNECTION_STRING= # Format: https://..kusto.windows.net +DM_CONNECTION_STRING= # Optional - if not set, will infer from ENGINE_CONNECTION_STRING. Format: https://ingest-..kusto.windows.net +TEST_DATABASE= + +# For credential tests: + +# app key provider: +AZURE_CLIENT_ID= +AZURE_CLIENT_SECRET= +AZURE_TENANT_ID= +# certificate provider: +CERT_THUMBPRINT= +CERT_PUBLIC_CERT_PATH= +CERT_PEM_KEY_PATH= +# managed identity provider: +MSI_OBJECT_ID= +MSI_CLIENT_ID= +# user password provider: +USER_NAME= +USER_PASS= +USER_AUTH_ID= \ No newline at end of file diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 2c5077ea..dc121490 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -35,8 +35,6 @@ jobs: with: python-version: ${{ matrix.python-version }} enable-cache: true - - name: Install the project - run: uv sync --locked --all-extras --dev - name: EtoE Test with pytest env: TEST_DATABASE: ${{ secrets.TEST_DATABASE }} @@ -44,18 +42,18 @@ jobs: ENGINE_CONNECTION_STRING: ${{ secrets.ENGINE_CONNECTION_STRING }} APPLICATION_INSIGHTS_ENGINE_CONNECTION_STRING: https://ade.applicationinsights.io/subscriptions/12534eb3-8109-4d84-83ad-576c0d5e1d06/resourcegroups/clients_e2e_test/providers/microsoft.insights/components/kusto-e2e-app-insights APPLICATION_INSIGHTS_TEST_DATABASE: kusto-e2e-app-insights - run: uv run pytest --junit-xml pytest.xml - -# todo: re-enable on a different PR -# - name: "Run Ruff Formatter" -# id: ruff-formatter -# uses: astral-sh/ruff-action@v3 -# with: -# args: "format --diff" -# -# - name: "Run Ruff Linter" -# run: ruff check --diff + run: uvx poe test --ci + # todo: re-enable on a different PR + # - name: "Run Ruff Formatter" + # id: ruff-formatter + # uses: astral-sh/ruff-action@v3 + # with: + # args: "format --diff" + # + # - name: "Run Ruff Linter" + # run: ruff check --diff + - name: Upload Unit Test Results if: always() uses: actions/upload-artifact@v4 diff --git a/.gitignore b/.gitignore index 122e7580..374c28ad 100644 --- a/.gitignore +++ b/.gitignore @@ -308,4 +308,6 @@ build/ .mypy* -*/.tox/ \ No newline at end of file +*/.tox/ + +.env \ No newline at end of file diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index f0b5a40c..610ace46 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -4,6 +4,8 @@ If you would like to become an active contributor to this project please follow the instructions provided in [Microsoft Azure Projects Contribution Guidelines](https://azure.github.io/azure-sdk/python_documentation.html). ## Prerequisites + +### Cluster In order to run E2E tests, you need a Kusto database you have admin rights on. A Kusto free cluster is the easiest way to acquire one. You can cerate a free Kusto cluster here: https://dataexplorer.azure.com/home @@ -11,18 +13,51 @@ You can cerate a free Kusto cluster here: https://dataexplorer.azure.com/home Make sure you set streaming ingestion to enabled in the cluster's configuration: https://learn.microsoft.com/en-us/azure/data-explorer/ingest-data-streaming?tabs=azure-portal%2Ccsharp -You should set then following environment vars where you run E2Es (in IDE run config, shell window, computer, etc). + +### Tools + +The project uses [uv](https://docs.astral.sh/uv/) as the project manager. +You will need to install it in order to develop on this project. + +See [Installing uv](https://docs.astral.sh/uv/getting-started/installation/). + +Additionally, the project uses [poethepoet](https://poethepoet.natn.io/index.html) as the task runner. + +You can install it with uv: + +```bash +uv tool install poethepoet + +poe +``` + +Or you can use `uvx` to use it directly without installing: + +```bash +uvx poe +``` + + +### Environment Variables + +Some tests require you to set environment variables to run. + +The project supports a .env file, which you can create in the root of the project. +See [.env.example](./.env.example) for an example of a .env file. + +#### E2E Tests Environment Variables + ```shell -ENGINE_CONNECTION_STRING= -DM_CONNECTION_STRING= # Optional - if not set, will infer from ENGINE_CONNECTION_STRING +ENGINE_CONNECTION_STRING= # Format: https://..kusto.windows.net +DM_CONNECTION_STRING= # Optional - if not set, will infer from ENGINE_CONNECTION_STRING. Format: https://ingest-..kusto.windows.net TEST_DATABASE= ``` -The E2E tests authenticate with DefaultAzureCredential, and will fall back to interactive login if needed. +The E2E tests authenticate with [DefaultAzureCredential](https://learn.microsoft.com/en-us/python/api/azure-identity/azure.identity.defaultazurecredential?view=azure-python). +It is recommended to use the [azure cli](https://learn.microsoft.com/en-us/cli/azure/install-azure-cli?view=azure-cli-latest) command `az login` to authenticate with your Azure account to run the tests. -For more information on DefaultAzureCredential, see: -https://learn.microsoft.com/en-us/python/api/azure-identity/azure.identity.defaultazurecredential?view=azure-python +#### Token Provider Tests To run the optional `token_provider` tests, you will need to set the booleans at the top of the file `test_token_providers.py` and the following environment variables in addition to the previous ones: ```shell @@ -43,41 +78,61 @@ USER_PASS= USER_AUTH_ID= # optional ``` -## Requirements -In order to work on this project, we recommend using the dev requirements: +## Development + +As mentioned before, this project uses `uv` and `poe` to manage the development environment and tasks. + +To see the tasks available, you can run: + +```bash +poe +``` + +### Setup + +Setup the project by syncing `uv`: ```bash -pip install -r dev_requirements.txt +poe sync ``` -These including testing related packages as well as styling ([black](https://black.readthedocs.io/en/stable/)) +This will install the dependencies, set up the virtual environment, and install the tools needed for development. -## Building and Testing +### Testing This project uses [pytest](https://docs.pytest.org/en/latest/). +To test the project, simply run: + +```bash +poe test +``` -Since the tests use the package as a third-party, the easiest way to set it up is installing it in edit mode: +To test without E2E tests, you can run: ```bash -pip install -e ./azure-kusto-data ./azure-kusto-ingest +poe test --no-e2e ``` -After which, running tests is simple. +### Style -Just run: +This project uses [ruff](https://docs.astral.sh/ruff/) for linting and formatting. + +Before commiting your changes, make sure the code is properly formatted, or the commit will be rejected. ```bash -pytest ./azure-kusto-data ./azure-kusto-ingest + poe format # formats the code directly + poe check-format # returns a diff of what needs to be formatted ``` -## Style - -We use black, and allow for line-length of 160, so please run: +Also make sure to lint the code: ```bash -black --line-length=160 ./azure-kusto-data ./azure-kusto-ingest + poe lint + + # You can auto-fix some issues with: + poe lint --fix ``` ## PRs @@ -90,7 +145,7 @@ We welcome contributions. In order to make the PR process efficient, please foll * **Please provide any related information needed to understand the change** - docs, guidelines, use-case, best practices and so on. Opinions are accepted, but have to be backed up. * **Checks should pass** - these including linting with black and running tests. -## Code of Conduct +# Code of Conduct This project's code of conduct can be found in the [CODE_OF_CONDUCT.md file](https://github.com/Azure/azure-sdk-for-python/blob/master/CODE_OF_CONDUCT.md) (v1.4.0 of the http://contributor-covenant.org/ CoC). diff --git a/pyproject.toml b/pyproject.toml index 424b9a60..663e6c00 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -17,17 +17,13 @@ email = "kustalk@microsoft.com" [dependency-groups] dev = [ "pytest>=8.4.1", + "pytest-xdist[psutil]>=3.8.0", + "pytest-asyncio>=1.1.0", "responses>=0.25.8", "aioresponses>=0.7.8", - "pytest-asyncio>=1.1.0", "asgiref>=3.9.1", - "setuptools>=80.9.0", - "ipython>=8.12.3", - "pyarrow>=21.0.0", "pandas>=2.3.1", "ruff>=0.12.8", - "basedpyright>=1.31.1", - "pytest-xdist[psutil]>=3.8.0", ] [tool.uv.workspace] @@ -51,5 +47,28 @@ ignore = ["E731"] # E731 - dont assign lambdas. [tool.pytest.ini_options] testpaths = ["azure-kusto-data/tests", "azure-kusto-ingest/tests"] -addopts = ["-s", "--import-mode=importlib", "-n", "8"] +addopts = ["-s", "--import-mode=importlib", '-n', 'auto'] pythonpath = ["."] + +[tool.poe] +envfile = ".env" + +[tool.poe.tasks] +sync = "uv sync --all-packages --all-extras --dev --locked" +build = "uv build --all-packages" +format = "ruff format" +check-format = "ruff format --diff" +lint = "ruff check" +lint-fix = "ruff check --fix" +lint-fix-unsafe = "ruff check --fix --unsafe-fixes" +show-version = "uv version" +[tool.poe.tasks.test] +sequence = ["sync", { cmd = 'pytest ${NO_E2E:+ --ignore=azure-kusto-ingest/tests/test_e2e_ingest.py --ignore=azure-kusto-data/tests/test_e2e_data.py } ${CI:+ -n8 --junit-xml pytest.xml}'}] + +[tool.poe.tasks.test.args] +NO_E2E = { help = "Skip E2E tests", type = "boolean", options = ["--no-e2e"] } +CI = { help = "Run tests in CI mode", type = "boolean", options = ["--ci"] } + 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20:35:23 +0300 Subject: [PATCH 26/36] Upgrade yml --- .github/workflows/build.yml | 4 +++- .github/workflows/release.yml | 2 +- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index dc121490..853f166b 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -35,6 +35,8 @@ jobs: with: python-version: ${{ matrix.python-version }} enable-cache: true + - name: Install Poe + run: uv tool install poethepoet - name: EtoE Test with pytest env: TEST_DATABASE: ${{ secrets.TEST_DATABASE }} @@ -42,7 +44,7 @@ jobs: ENGINE_CONNECTION_STRING: ${{ secrets.ENGINE_CONNECTION_STRING }} APPLICATION_INSIGHTS_ENGINE_CONNECTION_STRING: https://ade.applicationinsights.io/subscriptions/12534eb3-8109-4d84-83ad-576c0d5e1d06/resourcegroups/clients_e2e_test/providers/microsoft.insights/components/kusto-e2e-app-insights APPLICATION_INSIGHTS_TEST_DATABASE: kusto-e2e-app-insights - run: uvx poe test --ci + run: poe test --ci # todo: re-enable on a different PR # - name: "Run Ruff Formatter" diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index ad771d2d..2358afc8 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -27,7 +27,7 @@ jobs: python-version: '3.9' enable-cache: true - name: Build - run: uv build --all + run: uv build --all-packages - name: Publish uses: pypa/gh-action-pypi-publish@release/v1.12 with: From 64f913779734754334557ac0f8af8a41273cc1fd Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Thu, 14 Aug 2025 11:04:35 +0300 Subject: [PATCH 27/36] Add to azure-kusto-data --- azure-kusto-data/pyproject.toml | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/azure-kusto-data/pyproject.toml b/azure-kusto-data/pyproject.toml index 23fa07e3..65b3b3ec 100644 --- a/azure-kusto-data/pyproject.toml +++ b/azure-kusto-data/pyproject.toml @@ -18,6 +18,16 @@ dependencies = [ "azure-core>=1.35.0,<2" ] requires-python = ">= 3.9" +keywords = ["azure", "kusto", "data", "analytics"] +classifiers = [ + "Programming Language :: Python", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", + "License :: OSI Approved :: MIT License", +] [project.optional-dependencies] pandas = [ From ea79bd889f67b356ebdad82f87d6f5331bbef4f2 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Sun, 17 Aug 2025 18:24:25 +0300 Subject: [PATCH 28/36] Docs --- .github/workflows/docs.yml | 36 ++++++++ azure-kusto-data/tests/__init__.py | 0 pyproject.toml | 4 +- uv.lock | 141 ++++++++++++++++++++++++----- 4 files changed, 158 insertions(+), 23 deletions(-) create mode 100644 .github/workflows/docs.yml delete mode 100644 azure-kusto-data/tests/__init__.py diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml new file mode 100644 index 00000000..74fceecb --- /dev/null +++ b/.github/workflows/docs.yml @@ -0,0 +1,36 @@ +name: website +on: + pull_request: # TODO: only on main +permissions: + contents: read + +jobs: + build: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Install uv and set the python version + uses: astral-sh/setup-uv@v6 + with: + python-version: 3.9 + enable-cache: true + - name: Install Poe + run: uv tool install poethepoet + - name: run pdoc + run: poe doc --ci + - uses: actions/upload-pages-artifact@v3 + with: + path: docs/ + + deploy: + needs: build + runs-on: ubuntu-latest + permissions: + pages: write + id-token: write + environment: + name: github-pages + url: ${{ steps.deployment.outputs.page_url }} + steps: + - id: deployment + uses: actions/deploy-pages@v4 \ No newline at end of file diff --git a/azure-kusto-data/tests/__init__.py b/azure-kusto-data/tests/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/pyproject.toml b/pyproject.toml index 663e6c00..df4d9cbb 100644 --- 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a/quick-start/pyproject.toml +++ b/quick-start/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "quick-start" -version = "5.0.0" +version = "5.0.5" description = "Microsoft Azure Kusto Python SDK" dependencies = [ "azure-kusto-data", @@ -9,7 +9,7 @@ dependencies = [ "azure-monitor-opentelemetry-exporter ~= 1.0.0b41", "inflection ~= 0.5.1", "opentelemetry-sdk ~= 1.36.0", - "tqdm ~= 4.64.1", + "tqdm ~= 4.67.1", ] readme = "README.md" requires-python = ">= 3.8" diff --git a/uv.lock b/uv.lock index 04e32788..89724fcd 100644 --- a/uv.lock +++ b/uv.lock @@ -1742,7 +1742,7 @@ wheels = [ [[package]] name = "quick-start" -version = "5.0.0" +version = "5.0.5" source = { virtual = "quick-start" } dependencies = [ { name = "azure-core-tracing-opentelemetry" }, @@ -1762,7 +1762,7 @@ requires-dist = [ { name = "azure-monitor-opentelemetry-exporter", specifier = "~=1.0.0b41" }, { name = "inflection", specifier = "~=0.5.1" }, { name = "opentelemetry-sdk", specifier = "~=1.36.0" }, - { name = "tqdm", 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docs/search.js | 46 + 7 files changed, 13027 insertions(+), 36 deletions(-) delete mode 100644 .github/workflows/docs.yml create mode 100644 docs/azure.html create mode 100644 docs/azure/core.html create mode 100644 docs/azure/identity.html create mode 100644 docs/data.html create mode 100644 docs/index.html create mode 100644 docs/search.js diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml deleted file mode 100644 index 74fceecb..00000000 --- a/.github/workflows/docs.yml +++ /dev/null @@ -1,36 +0,0 @@ -name: website -on: - pull_request: # TODO: only on main -permissions: - contents: read - -jobs: - build: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - name: Install uv and set the python version - uses: astral-sh/setup-uv@v6 - with: - python-version: 3.9 - enable-cache: true - - name: Install Poe - run: uv tool install poethepoet - - name: run pdoc - run: poe doc --ci - - uses: actions/upload-pages-artifact@v3 - with: - path: docs/ - - deploy: - needs: build - runs-on: ubuntu-latest - permissions: - pages: write - id-token: write - environment: - name: github-pages - url: ${{ steps.deployment.outputs.page_url }} - steps: - - id: deployment - uses: actions/deploy-pages@v4 \ No newline at end of file diff --git a/docs/azure.html b/docs/azure.html new file mode 100644 index 00000000..74fd07fb --- /dev/null +++ b/docs/azure.html @@ -0,0 +1,233 @@ + + + + + + + azure API documentation + + + + + + + + + +
+
+

+azure

+ + + + + +
+
+ + \ No newline at end of file diff --git a/docs/azure/core.html b/docs/azure/core.html new file mode 100644 index 00000000..2e44d74b --- /dev/null +++ b/docs/azure/core.html @@ -0,0 +1,1182 @@ + + + + + + + azure.core API documentation + + + + + + + + + +
+
+

+azure.core

+ + + + + + + 
 1# --------------------------------------------------------------------------
+ 2#
+ 3# Copyright (c) Microsoft Corporation. All rights reserved.
+ 4#
+ 5# The MIT License (MIT)
+ 6#
+ 7# Permission is hereby granted, free of charge, to any person obtaining a copy
+ 8# of this software and associated documentation files (the ""Software""), to
+ 9# deal in the Software without restriction, including without limitation the
+10# rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+11# sell copies of the Software, and to permit persons to whom the Software is
+12# furnished to do so, subject to the following conditions:
+13#
+14# The above copyright notice and this permission notice shall be included in
+15# all copies or substantial portions of the Software.
+16#
+17# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+18# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+19# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+20# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+21# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+22# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
+23# IN THE SOFTWARE.
+24#
+25# --------------------------------------------------------------------------
+26
+27from ._version import VERSION
+28
+29__version__ = VERSION
+30
+31from ._pipeline_client import PipelineClient
+32from ._match_conditions import MatchConditions
+33from ._azure_clouds import AzureClouds
+34from ._enum_meta import CaseInsensitiveEnumMeta
+35from ._pipeline_client_async import AsyncPipelineClient
+36
+37__all__ = [
+38    "PipelineClient",
+39    "MatchConditions",
+40    "CaseInsensitiveEnumMeta",
+41    "AsyncPipelineClient",
+42    "AzureClouds",
+43]
+
+ + +
+
+ +
+ + class + PipelineClient(azure.core.pipeline.transport._base.PipelineClientBase, typing.Generic[~HTTPRequestType, ~HTTPResponseType]): + + + +
+ + 
 50class PipelineClient(PipelineClientBase, Generic[HTTPRequestType, HTTPResponseType]):
+ 51    """Service client core methods.
+ 52
+ 53    Builds a Pipeline client.
+ 54
+ 55    :param str base_url: URL for the request.
+ 56    :keyword ~azure.core.configuration.Configuration config: If omitted, the standard configuration is used.
+ 57    :keyword Pipeline pipeline: If omitted, a Pipeline object is created and returned.
+ 58    :keyword list[HTTPPolicy] policies: If omitted, the standard policies of the configuration object is used.
+ 59    :keyword per_call_policies: If specified, the policies will be added into the policy list before RetryPolicy
+ 60    :paramtype per_call_policies: Union[HTTPPolicy, SansIOHTTPPolicy, list[HTTPPolicy], list[SansIOHTTPPolicy]]
+ 61    :keyword per_retry_policies: If specified, the policies will be added into the policy list after RetryPolicy
+ 62    :paramtype per_retry_policies: Union[HTTPPolicy, SansIOHTTPPolicy, list[HTTPPolicy], list[SansIOHTTPPolicy]]
+ 63    :keyword HttpTransport transport: If omitted, RequestsTransport is used for synchronous transport.
+ 64    :return: A pipeline object.
+ 65    :rtype: ~azure.core.pipeline.Pipeline
+ 66
+ 67    .. admonition:: Example:
+ 68
+ 69        .. literalinclude:: ../samples/test_example_sync.py
+ 70            :start-after: [START build_pipeline_client]
+ 71            :end-before: [END build_pipeline_client]
+ 72            :language: python
+ 73            :dedent: 4
+ 74            :caption: Builds the pipeline client.
+ 75    """
+ 76
+ 77    def __init__(
+ 78        self,
+ 79        base_url: str,
+ 80        *,
+ 81        pipeline: Optional[Pipeline[HTTPRequestType, HTTPResponseType]] = None,
+ 82        config: Optional[Configuration[HTTPRequestType, HTTPResponseType]] = None,
+ 83        **kwargs: Any,
+ 84    ):
+ 85        super(PipelineClient, self).__init__(base_url)
+ 86        self._config: Configuration[HTTPRequestType, HTTPResponseType] = config or Configuration(**kwargs)
+ 87        self._base_url = base_url
+ 88
+ 89        self._pipeline = pipeline or self._build_pipeline(self._config, **kwargs)
+ 90
+ 91    def __enter__(self) -> PipelineClient[HTTPRequestType, HTTPResponseType]:
+ 92        self._pipeline.__enter__()
+ 93        return self
+ 94
+ 95    def __exit__(self, *exc_details: Any) -> None:
+ 96        self._pipeline.__exit__(*exc_details)
+ 97
+ 98    def close(self) -> None:
+ 99        self.__exit__()
+100
+101    def _build_pipeline(
+102        self,
+103        config: Configuration[HTTPRequestType, HTTPResponseType],
+104        *,
+105        transport: Optional[HttpTransport[HTTPRequestType, HTTPResponseType]] = None,
+106        policies=None,
+107        per_call_policies=None,
+108        per_retry_policies=None,
+109        **kwargs,
+110    ) -> Pipeline[HTTPRequestType, HTTPResponseType]:
+111        per_call_policies = per_call_policies or []
+112        per_retry_policies = per_retry_policies or []
+113
+114        if policies is None:  # [] is a valid policy list
+115            policies = [
+116                config.request_id_policy or RequestIdPolicy(**kwargs),
+117                config.headers_policy,
+118                config.user_agent_policy,
+119                config.proxy_policy,
+120                ContentDecodePolicy(**kwargs),
+121            ]
+122            if isinstance(per_call_policies, Iterable):
+123                policies.extend(per_call_policies)
+124            else:
+125                policies.append(per_call_policies)
+126
+127            policies.extend(
+128                [
+129                    config.redirect_policy,
+130                    config.retry_policy,
+131                    config.authentication_policy,
+132                    config.custom_hook_policy,
+133                ]
+134            )
+135            if isinstance(per_retry_policies, Iterable):
+136                policies.extend(per_retry_policies)
+137            else:
+138                policies.append(per_retry_policies)
+139
+140            policies.extend(
+141                [
+142                    config.logging_policy,
+143                    DistributedTracingPolicy(**kwargs),
+144                    (SensitiveHeaderCleanupPolicy(**kwargs) if config.redirect_policy else None),
+145                    config.http_logging_policy or HttpLoggingPolicy(**kwargs),
+146                ]
+147            )
+148        else:
+149            if isinstance(per_call_policies, Iterable):
+150                per_call_policies_list = list(per_call_policies)
+151            else:
+152                per_call_policies_list = [per_call_policies]
+153            per_call_policies_list.extend(policies)
+154            policies = per_call_policies_list
+155
+156            if isinstance(per_retry_policies, Iterable):
+157                per_retry_policies_list = list(per_retry_policies)
+158            else:
+159                per_retry_policies_list = [per_retry_policies]
+160            if len(per_retry_policies_list) > 0:
+161                index_of_retry = -1
+162                for index, policy in enumerate(policies):
+163                    if isinstance(policy, RetryPolicy):
+164                        index_of_retry = index
+165                if index_of_retry == -1:
+166                    raise ValueError(
+167                        "Failed to add per_retry_policies; no RetryPolicy found in the supplied list of policies. "
+168                    )
+169                policies_1 = policies[: index_of_retry + 1]
+170                policies_2 = policies[index_of_retry + 1 :]
+171                policies_1.extend(per_retry_policies_list)
+172                policies_1.extend(policies_2)
+173                policies = policies_1
+174
+175        if transport is None:
+176            # Use private import for better typing, mypy and pyright don't like PEP562
+177            from .pipeline.transport._requests_basic import RequestsTransport
+178
+179            transport = RequestsTransport(**kwargs)
+180
+181        return Pipeline(transport, policies)
+182
+183    def send_request(self, request: HTTPRequestType, *, stream: bool = False, **kwargs: Any) -> HTTPResponseType:
+184        """Method that runs the network request through the client's chained policies.
+185
+186        >>> from azure.core.rest import HttpRequest
+187        >>> request = HttpRequest('GET', 'http://www.example.com')
+188        <HttpRequest [GET], url: 'http://www.example.com'>
+189        >>> response = client.send_request(request)
+190        <HttpResponse: 200 OK>
+191
+192        :param request: The network request you want to make. Required.
+193        :type request: ~azure.core.rest.HttpRequest
+194        :keyword bool stream: Whether the response payload will be streamed. Defaults to False.
+195        :return: The response of your network call. Does not do error handling on your response.
+196        :rtype: ~azure.core.rest.HttpResponse
+197        """
+198        return_pipeline_response = kwargs.pop("_return_pipeline_response", False)
+199        pipeline_response = self._pipeline.run(request, stream=stream, **kwargs)
+200        if return_pipeline_response:
+201            return pipeline_response  # type: ignore  # This is a private API we don't want to type in signature
+202        return pipeline_response.http_response
+
+ + +

Service client core methods.

+ +

Builds a Pipeline client.

+ +
Parameters
+ +
    +
  • str base_url: URL for the request. +:keyword ~azure.core.configuration.Configuration config: If omitted, the standard configuration is used. +:keyword Pipeline pipeline: If omitted, a Pipeline object is created and returned. +:keyword list[HTTPPolicy] policies: If omitted, the standard policies of the configuration object is used. +:keyword per_call_policies: If specified, the policies will be added into the policy list before RetryPolicy +:paramtype per_call_policies: Union[HTTPPolicy, SansIOHTTPPolicy, list[HTTPPolicy], list[SansIOHTTPPolicy]] +:keyword per_retry_policies: If specified, the policies will be added into the policy list after RetryPolicy +:paramtype per_retry_policies: Union[HTTPPolicy, SansIOHTTPPolicy, list[HTTPPolicy], list[SansIOHTTPPolicy]] +:keyword HttpTransport transport: If omitted, RequestsTransport is used for synchronous transport.
    • +
+ +
Returns
+ +
+

A pipeline object.

+
+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/test_example_sync.py
+    :start-after: [START build_pipeline_client]
+    :end-before: [END build_pipeline_client]
+    :language: python
+    :dedent: 4
+    :caption: Builds the pipeline client.
+
+
+ + +
+ +
+ + def + close(self) -> None: + + + +
+ + 
98    def close(self) -> None:
+99        self.__exit__()
+
+ + + + +
+
+ +
+ + def + send_request( self, request: ~HTTPRequestType, *, stream: bool = False, **kwargs: Any) -> ~HTTPResponseType: + + + +
+ + 
183    def send_request(self, request: HTTPRequestType, *, stream: bool = False, **kwargs: Any) -> HTTPResponseType:
+184        """Method that runs the network request through the client's chained policies.
+185
+186        >>> from azure.core.rest import HttpRequest
+187        >>> request = HttpRequest('GET', 'http://www.example.com')
+188        <HttpRequest [GET], url: 'http://www.example.com'>
+189        >>> response = client.send_request(request)
+190        <HttpResponse: 200 OK>
+191
+192        :param request: The network request you want to make. Required.
+193        :type request: ~azure.core.rest.HttpRequest
+194        :keyword bool stream: Whether the response payload will be streamed. Defaults to False.
+195        :return: The response of your network call. Does not do error handling on your response.
+196        :rtype: ~azure.core.rest.HttpResponse
+197        """
+198        return_pipeline_response = kwargs.pop("_return_pipeline_response", False)
+199        pipeline_response = self._pipeline.run(request, stream=stream, **kwargs)
+200        if return_pipeline_response:
+201            return pipeline_response  # type: ignore  # This is a private API we don't want to type in signature
+202        return pipeline_response.http_response
+
+ + +

Method that runs the network request through the client's chained policies.

+ +
+
>>> from azure.core.rest import HttpRequest
+>>> request = HttpRequest('GET', 'http://www.example.com')
+<HttpRequest [GET], url: 'http://www.example.com'>
+>>> response = client.send_request(request)
+<HttpResponse: 200 OK>
+
+
+ +
Parameters
+ +
    +
  • request: The network request you want to make. Required. +:keyword bool stream: Whether the response payload will be streamed. Defaults to False.
    • +
+ +
Returns
+ +
+

The response of your network call. Does not do error handling on your response.

+
+
+ + +
+
+
+ +
+ + class + MatchConditions(enum.Enum): + + + +
+ + 
31class MatchConditions(Enum):
+32    """An enum to describe match conditions."""
+33
+34    Unconditionally = 1
+35    """Matches any condition"""
+36
+37    IfNotModified = 2
+38    """If the target object is not modified. Usually it maps to etag=<specific etag>"""
+39
+40    IfModified = 3
+41    """Only if the target object is modified. Usually it maps to etag!=<specific etag>"""
+42
+43    IfPresent = 4
+44    """If the target object exists. Usually it maps to etag='*'"""
+45
+46    IfMissing = 5
+47    """If the target object does not exist. Usually it maps to etag!='*'"""
+
+ + +

An enum to describe match conditions.

+
+ + +
+
+ Unconditionally = +<MatchConditions.Unconditionally: 1> + + +
+ + +

Matches any condition

+
+ + +
+
+
+ IfNotModified = +<MatchConditions.IfNotModified: 2> + + +
+ + +

If the target object is not modified. Usually it maps to etag=

+
+ + +
+
+
+ IfModified = +<MatchConditions.IfModified: 3> + + +
+ + +

Only if the target object is modified. Usually it maps to etag!=

+
+ + +
+
+
+ IfPresent = +<MatchConditions.IfPresent: 4> + + +
+ + +

If the target object exists. Usually it maps to etag='*'

+
+ + +
+
+
+ IfMissing = +<MatchConditions.IfMissing: 5> + + +
+ + +

If the target object does not exist. Usually it maps to etag!='*'

+
+ + +
+
+
+ +
+ + class + CaseInsensitiveEnumMeta(enum.EnumType): + + + +
+ + 
31class CaseInsensitiveEnumMeta(EnumMeta):
+32    """Enum metaclass to allow for interoperability with case-insensitive strings.
+33
+34    Consuming this metaclass in an SDK should be done in the following manner:
+35
+36    .. code-block:: python
+37
+38        from enum import Enum
+39        from azure.core import CaseInsensitiveEnumMeta
+40
+41        class MyCustomEnum(str, Enum, metaclass=CaseInsensitiveEnumMeta):
+42            FOO = 'foo'
+43            BAR = 'bar'
+44
+45    """
+46
+47    def __getitem__(cls, name: str) -> Any:
+48        # disabling pylint bc of pylint bug https://github.com/PyCQA/astroid/issues/713
+49        return super(CaseInsensitiveEnumMeta, cls).__getitem__(name.upper())
+50
+51    def __getattr__(cls, name: str) -> Enum:
+52        """Return the enum member matching `name`.
+53
+54        We use __getattr__ instead of descriptors or inserting into the enum
+55        class' __dict__ in order to support `name` and `value` being both
+56        properties for enum members (which live in the class' __dict__) and
+57        enum members themselves.
+58
+59        :param str name: The name of the enum member to retrieve.
+60        :rtype: ~azure.core.CaseInsensitiveEnumMeta
+61        :return: The enum member matching `name`.
+62        :raises AttributeError: If `name` is not a valid enum member.
+63        """
+64        try:
+65            return cls._member_map_[name.upper()]
+66        except KeyError as err:
+67            raise AttributeError(name) from err
+
+ + +

Enum metaclass to allow for interoperability with case-insensitive strings.

+ +

Consuming this metaclass in an SDK should be done in the following manner:

+ +
+
from enum import Enum
+from azure.core import CaseInsensitiveEnumMeta
+
+class MyCustomEnum(str, Enum, metaclass=CaseInsensitiveEnumMeta):
+    FOO = 'foo'
+    BAR = 'bar'
+
+
+
+ + +
+
+ +
+ + class + AsyncPipelineClient(azure.core.pipeline.transport._base.PipelineClientBase, typing.AsyncContextManager[ForwardRef('AsyncPipelineClient')], typing.Generic[~HTTPRequestType, ~AsyncHTTPResponseType]): + + + +
+ + 
123class AsyncPipelineClient(
+124    PipelineClientBase,
+125    AsyncContextManager["AsyncPipelineClient"],
+126    Generic[HTTPRequestType, AsyncHTTPResponseType],
+127):
+128    """Service client core methods.
+129
+130    Builds an AsyncPipeline client.
+131
+132    :param str base_url: URL for the request.
+133    :keyword ~azure.core.configuration.Configuration config: If omitted, the standard configuration is used.
+134    :keyword Pipeline pipeline: If omitted, a Pipeline object is created and returned.
+135    :keyword list[AsyncHTTPPolicy] policies: If omitted, the standard policies of the configuration object is used.
+136    :keyword per_call_policies: If specified, the policies will be added into the policy list before RetryPolicy
+137    :paramtype per_call_policies: Union[AsyncHTTPPolicy, SansIOHTTPPolicy,
+138        list[AsyncHTTPPolicy], list[SansIOHTTPPolicy]]
+139    :keyword per_retry_policies: If specified, the policies will be added into the policy list after RetryPolicy
+140    :paramtype per_retry_policies: Union[AsyncHTTPPolicy, SansIOHTTPPolicy,
+141        list[AsyncHTTPPolicy], list[SansIOHTTPPolicy]]
+142    :keyword AsyncHttpTransport transport: If omitted, AioHttpTransport is used for asynchronous transport.
+143    :return: An async pipeline object.
+144    :rtype: ~azure.core.pipeline.AsyncPipeline
+145
+146    .. admonition:: Example:
+147
+148        .. literalinclude:: ../samples/test_example_async.py
+149            :start-after: [START build_async_pipeline_client]
+150            :end-before: [END build_async_pipeline_client]
+151            :language: python
+152            :dedent: 4
+153            :caption: Builds the async pipeline client.
+154    """
+155
+156    def __init__(
+157        self,
+158        base_url: str,
+159        *,
+160        pipeline: Optional[AsyncPipeline[HTTPRequestType, AsyncHTTPResponseType]] = None,
+161        config: Optional[Configuration[HTTPRequestType, AsyncHTTPResponseType]] = None,
+162        **kwargs: Any,
+163    ):
+164        super(AsyncPipelineClient, self).__init__(base_url)
+165        self._config: Configuration[HTTPRequestType, AsyncHTTPResponseType] = config or Configuration(**kwargs)
+166        self._base_url = base_url
+167        self._pipeline = pipeline or self._build_pipeline(self._config, **kwargs)
+168
+169    async def __aenter__(
+170        self,
+171    ) -> AsyncPipelineClient[HTTPRequestType, AsyncHTTPResponseType]:
+172        await self._pipeline.__aenter__()
+173        return self
+174
+175    async def __aexit__(
+176        self,
+177        exc_type: Optional[Type[BaseException]] = None,
+178        exc_value: Optional[BaseException] = None,
+179        traceback: Optional[TracebackType] = None,
+180    ) -> None:
+181        await self._pipeline.__aexit__(exc_type, exc_value, traceback)
+182
+183    async def close(self) -> None:
+184        await self.__aexit__()
+185
+186    def _build_pipeline(
+187        self,
+188        config: Configuration[HTTPRequestType, AsyncHTTPResponseType],
+189        *,
+190        policies=None,
+191        per_call_policies=None,
+192        per_retry_policies=None,
+193        **kwargs,
+194    ) -> AsyncPipeline[HTTPRequestType, AsyncHTTPResponseType]:
+195        transport = kwargs.get("transport")
+196        per_call_policies = per_call_policies or []
+197        per_retry_policies = per_retry_policies or []
+198
+199        if policies is None:  # [] is a valid policy list
+200            policies = [
+201                config.request_id_policy or RequestIdPolicy(**kwargs),
+202                config.headers_policy,
+203                config.user_agent_policy,
+204                config.proxy_policy,
+205                ContentDecodePolicy(**kwargs),
+206            ]
+207            if isinstance(per_call_policies, collections.abc.Iterable):
+208                policies.extend(per_call_policies)
+209            else:
+210                policies.append(per_call_policies)
+211
+212            policies.extend(
+213                [
+214                    config.redirect_policy,
+215                    config.retry_policy,
+216                    config.authentication_policy,
+217                    config.custom_hook_policy,
+218                ]
+219            )
+220            if isinstance(per_retry_policies, collections.abc.Iterable):
+221                policies.extend(per_retry_policies)
+222            else:
+223                policies.append(per_retry_policies)
+224
+225            policies.extend(
+226                [
+227                    config.logging_policy,
+228                    DistributedTracingPolicy(**kwargs),
+229                    (SensitiveHeaderCleanupPolicy(**kwargs) if config.redirect_policy else None),
+230                    config.http_logging_policy or HttpLoggingPolicy(**kwargs),
+231                ]
+232            )
+233        else:
+234            if isinstance(per_call_policies, collections.abc.Iterable):
+235                per_call_policies_list = list(per_call_policies)
+236            else:
+237                per_call_policies_list = [per_call_policies]
+238            per_call_policies_list.extend(policies)
+239            policies = per_call_policies_list
+240            if isinstance(per_retry_policies, collections.abc.Iterable):
+241                per_retry_policies_list = list(per_retry_policies)
+242            else:
+243                per_retry_policies_list = [per_retry_policies]
+244            if len(per_retry_policies_list) > 0:
+245                index_of_retry = -1
+246                for index, policy in enumerate(policies):
+247                    if isinstance(policy, AsyncRetryPolicy):
+248                        index_of_retry = index
+249                if index_of_retry == -1:
+250                    raise ValueError(
+251                        "Failed to add per_retry_policies; no RetryPolicy found in the supplied list of policies. "
+252                    )
+253                policies_1 = policies[: index_of_retry + 1]
+254                policies_2 = policies[index_of_retry + 1 :]
+255                policies_1.extend(per_retry_policies_list)
+256                policies_1.extend(policies_2)
+257                policies = policies_1
+258
+259        if not transport:
+260            # Use private import for better typing, mypy and pyright don't like PEP562
+261            from .pipeline.transport._aiohttp import AioHttpTransport
+262
+263            transport = AioHttpTransport(**kwargs)
+264
+265        return AsyncPipeline[HTTPRequestType, AsyncHTTPResponseType](transport, policies)
+266
+267    async def _make_pipeline_call(self, request: HTTPRequestType, **kwargs) -> AsyncHTTPResponseType:
+268        return_pipeline_response = kwargs.pop("_return_pipeline_response", False)
+269        pipeline_response = await self._pipeline.run(request, **kwargs)
+270        if return_pipeline_response:
+271            return pipeline_response  # type: ignore  # This is a private API we don't want to type in signature
+272        return pipeline_response.http_response
+273
+274    def send_request(
+275        self, request: HTTPRequestType, *, stream: bool = False, **kwargs: Any
+276    ) -> Awaitable[AsyncHTTPResponseType]:
+277        """Method that runs the network request through the client's chained policies.
+278
+279        >>> from azure.core.rest import HttpRequest
+280        >>> request = HttpRequest('GET', 'http://www.example.com')
+281        <HttpRequest [GET], url: 'http://www.example.com'>
+282        >>> response = await client.send_request(request)
+283        <AsyncHttpResponse: 200 OK>
+284
+285        :param request: The network request you want to make. Required.
+286        :type request: ~azure.core.rest.HttpRequest
+287        :keyword bool stream: Whether the response payload will be streamed. Defaults to False.
+288        :return: The response of your network call. Does not do error handling on your response.
+289        :rtype: ~azure.core.rest.AsyncHttpResponse
+290        """
+291        wrapped = self._make_pipeline_call(request, stream=stream, **kwargs)
+292        return _Coroutine(wrapped=wrapped)
+
+ + +

Service client core methods.

+ +

Builds an AsyncPipeline client.

+ +
Parameters
+ +
    +
  • str base_url: URL for the request. +:keyword ~azure.core.configuration.Configuration config: If omitted, the standard configuration is used. +:keyword Pipeline pipeline: If omitted, a Pipeline object is created and returned. +:keyword list[AsyncHTTPPolicy] policies: If omitted, the standard policies of the configuration object is used. +:keyword per_call_policies: If specified, the policies will be added into the policy list before RetryPolicy +:paramtype per_call_policies: Union[AsyncHTTPPolicy, SansIOHTTPPolicy, +list[AsyncHTTPPolicy], list[SansIOHTTPPolicy]] +:keyword per_retry_policies: If specified, the policies will be added into the policy list after RetryPolicy +:paramtype per_retry_policies: Union[AsyncHTTPPolicy, SansIOHTTPPolicy, +list[AsyncHTTPPolicy], list[SansIOHTTPPolicy]] +:keyword AsyncHttpTransport transport: If omitted, AioHttpTransport is used for asynchronous transport.
    • +
+ +
Returns
+ +
+

An async pipeline object.

+
+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/test_example_async.py
+    :start-after: [START build_async_pipeline_client]
+    :end-before: [END build_async_pipeline_client]
+    :language: python
+    :dedent: 4
+    :caption: Builds the async pipeline client.
+
+
+ + +
+ +
+ + async def + close(self) -> None: + + + +
+ + 
183    async def close(self) -> None:
+184        await self.__aexit__()
+
+ + + + +
+
+ +
+ + def + send_request( self, request: ~HTTPRequestType, *, stream: bool = False, **kwargs: Any) -> Awaitable[~AsyncHTTPResponseType]: + + + +
+ + 
274    def send_request(
+275        self, request: HTTPRequestType, *, stream: bool = False, **kwargs: Any
+276    ) -> Awaitable[AsyncHTTPResponseType]:
+277        """Method that runs the network request through the client's chained policies.
+278
+279        >>> from azure.core.rest import HttpRequest
+280        >>> request = HttpRequest('GET', 'http://www.example.com')
+281        <HttpRequest [GET], url: 'http://www.example.com'>
+282        >>> response = await client.send_request(request)
+283        <AsyncHttpResponse: 200 OK>
+284
+285        :param request: The network request you want to make. Required.
+286        :type request: ~azure.core.rest.HttpRequest
+287        :keyword bool stream: Whether the response payload will be streamed. Defaults to False.
+288        :return: The response of your network call. Does not do error handling on your response.
+289        :rtype: ~azure.core.rest.AsyncHttpResponse
+290        """
+291        wrapped = self._make_pipeline_call(request, stream=stream, **kwargs)
+292        return _Coroutine(wrapped=wrapped)
+
+ + +

Method that runs the network request through the client's chained policies.

+ +
+
>>> from azure.core.rest import HttpRequest
+>>> request = HttpRequest('GET', 'http://www.example.com')
+<HttpRequest [GET], url: 'http://www.example.com'>
+>>> response = await client.send_request(request)
+<AsyncHttpResponse: 200 OK>
+
+
+ +
Parameters
+ +
    +
  • request: The network request you want to make. Required. +:keyword bool stream: Whether the response payload will be streamed. Defaults to False.
    • +
+ +
Returns
+ +
+

The response of your network call. Does not do error handling on your response.

+
+
+ + +
+
+
+ +
+ + class + AzureClouds(builtins.str, enum.Enum): + + + +
+ + 
32class AzureClouds(str, Enum):
+33    """An enum to describe Azure Cloud."""
+34
+35    AZURE_PUBLIC_CLOUD = "AZURE_PUBLIC_CLOUD"
+36    """Azure public cloud"""
+37
+38    AZURE_CHINA_CLOUD = "AZURE_CHINA_CLOUD"
+39    """Azure China cloud"""
+40
+41    AZURE_US_GOVERNMENT = "AZURE_US_GOVERNMENT"
+42    """Azure US government cloud"""
+
+ + +

An enum to describe Azure Cloud.

+
+ + +
+
+ AZURE_PUBLIC_CLOUD = +<AzureClouds.AZURE_PUBLIC_CLOUD: 'AZURE_PUBLIC_CLOUD'> + + +
+ + +

Azure public cloud

+
+ + +
+
+
+ AZURE_CHINA_CLOUD = +<AzureClouds.AZURE_CHINA_CLOUD: 'AZURE_CHINA_CLOUD'> + + +
+ + +

Azure China cloud

+
+ + +
+
+
+ AZURE_US_GOVERNMENT = +<AzureClouds.AZURE_US_GOVERNMENT: 'AZURE_US_GOVERNMENT'> + + +
+ + +

Azure US government cloud

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/azure/identity.html b/docs/azure/identity.html new file mode 100644 index 00000000..6367a161 --- /dev/null +++ b/docs/azure/identity.html @@ -0,0 +1,7963 @@ + + + + + + + azure.identity API documentation + + + + + + + + + +
+
+

+azure.identity

+ +

Credentials for Azure SDK clients.

+
+ + + + + + 
 1# ------------------------------------
+ 2# Copyright (c) Microsoft Corporation.
+ 3# Licensed under the MIT License.
+ 4# ------------------------------------
+ 5"""Credentials for Azure SDK clients."""
+ 6
+ 7from ._auth_record import AuthenticationRecord
+ 8from ._exceptions import AuthenticationRequiredError, CredentialUnavailableError
+ 9from ._constants import AzureAuthorityHosts, KnownAuthorities
+10from ._credentials import (
+11    AuthorizationCodeCredential,
+12    AzureDeveloperCliCredential,
+13    AzureCliCredential,
+14    AzurePowerShellCredential,
+15    CertificateCredential,
+16    ChainedTokenCredential,
+17    ClientAssertionCredential,
+18    ClientSecretCredential,
+19    DefaultAzureCredential,
+20    DeviceCodeCredential,
+21    EnvironmentCredential,
+22    InteractiveBrowserCredential,
+23    ManagedIdentityCredential,
+24    OnBehalfOfCredential,
+25    SharedTokenCacheCredential,
+26    UsernamePasswordCredential,
+27    VisualStudioCodeCredential,
+28    WorkloadIdentityCredential,
+29    AzurePipelinesCredential,
+30)
+31from ._persistent_cache import TokenCachePersistenceOptions
+32from ._bearer_token_provider import get_bearer_token_provider
+33
+34
+35__all__ = [
+36    "AuthenticationRecord",
+37    "AuthenticationRequiredError",
+38    "AuthorizationCodeCredential",
+39    "AzureAuthorityHosts",
+40    "AzureCliCredential",
+41    "AzureDeveloperCliCredential",
+42    "AzurePipelinesCredential",
+43    "AzurePowerShellCredential",
+44    "CertificateCredential",
+45    "ChainedTokenCredential",
+46    "ClientAssertionCredential",
+47    "ClientSecretCredential",
+48    "CredentialUnavailableError",
+49    "DefaultAzureCredential",
+50    "DeviceCodeCredential",
+51    "EnvironmentCredential",
+52    "InteractiveBrowserCredential",
+53    "KnownAuthorities",
+54    "OnBehalfOfCredential",
+55    "ManagedIdentityCredential",
+56    "SharedTokenCacheCredential",
+57    "TokenCachePersistenceOptions",
+58    "UsernamePasswordCredential",
+59    "VisualStudioCodeCredential",
+60    "WorkloadIdentityCredential",
+61    "get_bearer_token_provider",
+62]
+63
+64from ._version import VERSION
+65
+66__version__ = VERSION
+
+ + +
+
+ +
+ + class + AuthenticationRecord: + + + +
+ + 
 12class AuthenticationRecord:
+ 13    """Non-secret account information for an authenticated user
+ 14
+ 15    This class enables :class:`DeviceCodeCredential` and :class:`InteractiveBrowserCredential` to access
+ 16    previously cached authentication data. Applications shouldn't construct instances of this class. They should
+ 17    instead acquire one from a credential's **authenticate** method, such as
+ 18    :func:`InteractiveBrowserCredential.authenticate`. See the user_authentication sample for more details.
+ 19
+ 20    :param str tenant_id: The tenant the account should authenticate in.
+ 21    :param str client_id: The client ID of the application which performed the original authentication.
+ 22    :param str authority: The authority host used to authenticate the account.
+ 23    :param str home_account_id: A unique identifier of the account.
+ 24    :param str username: The user principal or service principal name of the account.
+ 25    """
+ 26
+ 27    def __init__(self, tenant_id: str, client_id: str, authority: str, home_account_id: str, username: str) -> None:
+ 28        self._authority = authority
+ 29        self._client_id = client_id
+ 30        self._home_account_id = home_account_id
+ 31        self._tenant_id = tenant_id
+ 32        self._username = username
+ 33
+ 34    @property
+ 35    def authority(self) -> str:
+ 36        """The authority host used to authenticate the account.
+ 37
+ 38        :return: The authority host used to authenticate the account.
+ 39        :rtype: str
+ 40        """
+ 41        return self._authority
+ 42
+ 43    @property
+ 44    def client_id(self) -> str:
+ 45        """The client ID of the application which performed the original authentication.
+ 46
+ 47        :return: The client ID of the application which performed the original authentication.
+ 48        :rtype: str
+ 49        """
+ 50        return self._client_id
+ 51
+ 52    @property
+ 53    def home_account_id(self) -> str:
+ 54        """A unique identifier of the account.
+ 55
+ 56        :return: A unique identifier of the account.
+ 57        :rtype: str
+ 58        """
+ 59        return self._home_account_id
+ 60
+ 61    @property
+ 62    def tenant_id(self) -> str:
+ 63        """The tenant the account should authenticate in.
+ 64
+ 65        :return: The tenant the account should authenticate in.
+ 66        :rtype: str
+ 67        """
+ 68        return self._tenant_id
+ 69
+ 70    @property
+ 71    def username(self) -> str:
+ 72        """The user principal or service principal name of the account.
+ 73
+ 74        :return: The user principal or service principal name of the account.
+ 75        :rtype: str
+ 76        """
+ 77        return self._username
+ 78
+ 79    @classmethod
+ 80    def deserialize(cls, data: str) -> "AuthenticationRecord":
+ 81        """Deserialize a record.
+ 82
+ 83        :param str data: A serialized record.
+ 84        :return: The deserialized record.
+ 85        :rtype: ~azure.identity.AuthenticationRecord
+ 86        """
+ 87
+ 88        deserialized = json.loads(data)
+ 89
+ 90        version = deserialized.get("version")
+ 91        if version not in SUPPORTED_VERSIONS:
+ 92            raise ValueError(
+ 93                'Unexpected version "{}". This package supports these versions: {}'.format(version, SUPPORTED_VERSIONS)
+ 94            )
+ 95
+ 96        return cls(
+ 97            authority=deserialized["authority"],
+ 98            client_id=deserialized["clientId"],
+ 99            home_account_id=deserialized["homeAccountId"],
+100            tenant_id=deserialized["tenantId"],
+101            username=deserialized["username"],
+102        )
+103
+104    def serialize(self) -> str:
+105        """Serialize the record.
+106
+107        :return: The serialized record.
+108        :rtype: str
+109        """
+110
+111        record = {
+112            "authority": self._authority,
+113            "clientId": self._client_id,
+114            "homeAccountId": self._home_account_id,
+115            "tenantId": self._tenant_id,
+116            "username": self._username,
+117            "version": "1.0",
+118        }
+119
+120        return json.dumps(record)
+
+ + +

Non-secret account information for an authenticated user

+ +

This class enables DeviceCodeCredential and InteractiveBrowserCredential to access +previously cached authentication data. Applications shouldn't construct instances of this class. They should +instead acquire one from a credential's authenticate method, such as +InteractiveBrowserCredential.authenticate(). See the user_authentication sample for more details.

+ +
Parameters
+ +
    +
  • str tenant_id: The tenant the account should authenticate in.
    • +
  • str client_id: The client ID of the application which performed the original authentication.
    • +
  • str authority: The authority host used to authenticate the account.
    • +
  • str home_account_id: A unique identifier of the account.
    • +
  • str username: The user principal or service principal name of the account.
    • +
+
+ + +
+ +
+ + AuthenticationRecord( tenant_id: str, client_id: str, authority: str, home_account_id: str, username: str) + + + +
+ + 
27    def __init__(self, tenant_id: str, client_id: str, authority: str, home_account_id: str, username: str) -> None:
+28        self._authority = authority
+29        self._client_id = client_id
+30        self._home_account_id = home_account_id
+31        self._tenant_id = tenant_id
+32        self._username = username
+
+ + + + +
+
+ +
+ authority: str + + + +
+ + 
34    @property
+35    def authority(self) -> str:
+36        """The authority host used to authenticate the account.
+37
+38        :return: The authority host used to authenticate the account.
+39        :rtype: str
+40        """
+41        return self._authority
+
+ + +

The authority host used to authenticate the account.

+ +
Returns
+ +
+

The authority host used to authenticate the account.

+
+
+ + +
+
+ +
+ client_id: str + + + +
+ + 
43    @property
+44    def client_id(self) -> str:
+45        """The client ID of the application which performed the original authentication.
+46
+47        :return: The client ID of the application which performed the original authentication.
+48        :rtype: str
+49        """
+50        return self._client_id
+
+ + +

The client ID of the application which performed the original authentication.

+ +
Returns
+ +
+

The client ID of the application which performed the original authentication.

+
+
+ + +
+
+ +
+ home_account_id: str + + + +
+ + 
52    @property
+53    def home_account_id(self) -> str:
+54        """A unique identifier of the account.
+55
+56        :return: A unique identifier of the account.
+57        :rtype: str
+58        """
+59        return self._home_account_id
+
+ + +

A unique identifier of the account.

+ +
Returns
+ +
+

A unique identifier of the account.

+
+
+ + +
+
+ +
+ tenant_id: str + + + +
+ + 
61    @property
+62    def tenant_id(self) -> str:
+63        """The tenant the account should authenticate in.
+64
+65        :return: The tenant the account should authenticate in.
+66        :rtype: str
+67        """
+68        return self._tenant_id
+
+ + +

The tenant the account should authenticate in.

+ +
Returns
+ +
+

The tenant the account should authenticate in.

+
+
+ + +
+
+ +
+ username: str + + + +
+ + 
70    @property
+71    def username(self) -> str:
+72        """The user principal or service principal name of the account.
+73
+74        :return: The user principal or service principal name of the account.
+75        :rtype: str
+76        """
+77        return self._username
+
+ + +

The user principal or service principal name of the account.

+ +
Returns
+ +
+

The user principal or service principal name of the account.

+
+
+ + +
+
+ +
+
@classmethod
+ + def + deserialize(cls, data: str) -> AuthenticationRecord: + + + +
+ + 
 79    @classmethod
+ 80    def deserialize(cls, data: str) -> "AuthenticationRecord":
+ 81        """Deserialize a record.
+ 82
+ 83        :param str data: A serialized record.
+ 84        :return: The deserialized record.
+ 85        :rtype: ~azure.identity.AuthenticationRecord
+ 86        """
+ 87
+ 88        deserialized = json.loads(data)
+ 89
+ 90        version = deserialized.get("version")
+ 91        if version not in SUPPORTED_VERSIONS:
+ 92            raise ValueError(
+ 93                'Unexpected version "{}". This package supports these versions: {}'.format(version, SUPPORTED_VERSIONS)
+ 94            )
+ 95
+ 96        return cls(
+ 97            authority=deserialized["authority"],
+ 98            client_id=deserialized["clientId"],
+ 99            home_account_id=deserialized["homeAccountId"],
+100            tenant_id=deserialized["tenantId"],
+101            username=deserialized["username"],
+102        )
+
+ + +

Deserialize a record.

+ +
Parameters
+ +
    +
  • str data: A serialized record.
    • +
+ +
Returns
+ +
+

The deserialized record.

+
+
+ + +
+
+ +
+ + def + serialize(self) -> str: + + + +
+ + 
104    def serialize(self) -> str:
+105        """Serialize the record.
+106
+107        :return: The serialized record.
+108        :rtype: str
+109        """
+110
+111        record = {
+112            "authority": self._authority,
+113            "clientId": self._client_id,
+114            "homeAccountId": self._home_account_id,
+115            "tenantId": self._tenant_id,
+116            "username": self._username,
+117            "version": "1.0",
+118        }
+119
+120        return json.dumps(record)
+
+ + +

Serialize the record.

+ +
Returns
+ +
+

The serialized record.

+
+
+ + +
+
+
+ +
+ + class + AuthenticationRequiredError(azure.identity.CredentialUnavailableError): + + + +
+ + 
15class AuthenticationRequiredError(CredentialUnavailableError):
+16    """Interactive authentication is required to acquire a token.
+17
+18    This error is raised only by interactive user credentials configured not to automatically prompt for user
+19    interaction as needed. Its properties provide additional information that may be required to authenticate. The
+20    control_interactive_prompts sample demonstrates handling this error by calling a credential's "authenticate"
+21    method.
+22
+23    :param str scopes: Scopes requested during the failed authentication
+24    :param str message: An error message explaining the reason for the exception.
+25    :param str claims: Additional claims required in the next authentication.
+26    """
+27
+28    def __init__(
+29        self, scopes: Iterable[str], message: Optional[str] = None, claims: Optional[str] = None, **kwargs: Any
+30    ) -> None:
+31        self._claims = claims
+32        self._scopes = scopes
+33        if not message:
+34            message = "Interactive authentication is required to get a token. Call 'authenticate' to begin."
+35        super(AuthenticationRequiredError, self).__init__(message=message, **kwargs)
+36
+37    @property
+38    def scopes(self) -> Iterable[str]:
+39        """Scopes requested during the failed authentication.
+40
+41        :return: Scopes requested during the failed authentication.
+42        :rtype: ~typing.Iterable[str]
+43        """
+44        return self._scopes
+45
+46    @property
+47    def claims(self) -> Optional[str]:
+48        """Additional claims required in the next authentication.
+49
+50        :return: Additional claims required in the next authentication, or None if no additional claims are required.
+51        :rtype: str or None
+52        """
+53        return self._claims
+
+ + +

Interactive authentication is required to acquire a token.

+ +

This error is raised only by interactive user credentials configured not to automatically prompt for user +interaction as needed. Its properties provide additional information that may be required to authenticate. The +control_interactive_prompts sample demonstrates handling this error by calling a credential's "authenticate" +method.

+ +
Parameters
+ +
    +
  • str scopes: Scopes requested during the failed authentication
    • +
  • str message: An error message explaining the reason for the exception.
    • +
  • str claims: Additional claims required in the next authentication.
    • +
+
+ + +
+ +
+ + AuthenticationRequiredError( scopes: Iterable[str], message: Optional[str] = None, claims: Optional[str] = None, **kwargs: Any) + + + +
+ + 
28    def __init__(
+29        self, scopes: Iterable[str], message: Optional[str] = None, claims: Optional[str] = None, **kwargs: Any
+30    ) -> None:
+31        self._claims = claims
+32        self._scopes = scopes
+33        if not message:
+34            message = "Interactive authentication is required to get a token. Call 'authenticate' to begin."
+35        super(AuthenticationRequiredError, self).__init__(message=message, **kwargs)
+
+ + + + +
+
+ +
+ scopes: Iterable[str] + + + +
+ + 
37    @property
+38    def scopes(self) -> Iterable[str]:
+39        """Scopes requested during the failed authentication.
+40
+41        :return: Scopes requested during the failed authentication.
+42        :rtype: ~typing.Iterable[str]
+43        """
+44        return self._scopes
+
+ + +

Scopes requested during the failed authentication.

+ +
Returns
+ +
+

Scopes requested during the failed authentication.

+
+
+ + +
+
+ +
+ claims: Optional[str] + + + +
+ + 
46    @property
+47    def claims(self) -> Optional[str]:
+48        """Additional claims required in the next authentication.
+49
+50        :return: Additional claims required in the next authentication, or None if no additional claims are required.
+51        :rtype: str or None
+52        """
+53        return self._claims
+
+ + +

Additional claims required in the next authentication.

+ +
Returns
+ +
+

Additional claims required in the next authentication, or None if no additional claims are required.

+
+
+ + +
+
+
+ +
+ + class + AuthorizationCodeCredential(azure.identity._internal.get_token_mixin.GetTokenMixin): + + + +
+ + 
 14class AuthorizationCodeCredential(GetTokenMixin):
+ 15    """Authenticates by redeeming an authorization code previously obtained from Microsoft Entra ID.
+ 16
+ 17    See `Microsoft Entra ID documentation
+ 18    <https://learn.microsoft.com/entra/identity-platform/v2-oauth2-auth-code-flow>`__ for more information
+ 19    about the authentication flow.
+ 20
+ 21    :param str tenant_id: ID of the application's Microsoft Entra tenant. Also called its "directory" ID.
+ 22    :param str client_id: The application's client ID
+ 23    :param str authorization_code: The authorization code from the user's log-in
+ 24    :param str redirect_uri: The application's redirect URI. Must match the URI used to request the authorization code.
+ 25
+ 26    :keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com",
+ 27        the authority for Azure Public Cloud (which is the default). :class:`~azure.identity.AzureAuthorityHosts`
+ 28        defines authorities for other clouds.
+ 29    :keyword str client_secret: One of the application's client secrets. Required only for web apps and web APIs.
+ 30    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+ 31        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+ 32        acquire tokens for any tenant the application can access.
+ 33
+ 34    .. admonition:: Example:
+ 35
+ 36        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 37            :start-after: [START create_authorization_code_credential]
+ 38            :end-before: [END create_authorization_code_credential]
+ 39            :language: python
+ 40            :dedent: 4
+ 41            :caption: Create an AuthorizationCodeCredential.
+ 42    """
+ 43
+ 44    def __init__(
+ 45        self, tenant_id: str, client_id: str, authorization_code: str, redirect_uri: str, **kwargs: Any
+ 46    ) -> None:
+ 47        self._authorization_code: Optional[str] = authorization_code
+ 48        self._client_id = client_id
+ 49        self._client_secret = kwargs.pop("client_secret", None)
+ 50        self._client = kwargs.pop("client", None) or AadClient(tenant_id, client_id, **kwargs)
+ 51        self._redirect_uri = redirect_uri
+ 52        super(AuthorizationCodeCredential, self).__init__()
+ 53
+ 54    def __enter__(self) -> "AuthorizationCodeCredential":
+ 55        self._client.__enter__()
+ 56        return self
+ 57
+ 58    def __exit__(self, *args: Any) -> None:
+ 59        self._client.__exit__(*args)
+ 60
+ 61    def close(self) -> None:
+ 62        """Close the credential's transport session."""
+ 63        self.__exit__()
+ 64
+ 65    def get_token(
+ 66        self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any
+ 67    ) -> AccessToken:
+ 68        """Request an access token for `scopes`.
+ 69
+ 70        This method is called automatically by Azure SDK clients.
+ 71
+ 72        The first time this method is called, the credential will redeem its authorization code. On subsequent calls
+ 73        the credential will return a cached access token or redeem a refresh token, if it acquired a refresh token upon
+ 74        redeeming the authorization code.
+ 75
+ 76        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+ 77            For more information about scopes, see
+ 78            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+ 79        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+ 80            claims challenge following an authorization failure.
+ 81        :keyword str tenant_id: optional tenant to include in the token request.
+ 82
+ 83        :return: An access token with the desired scopes.
+ 84        :rtype: ~azure.core.credentials.AccessToken
+ 85        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+ 86          attribute gives a reason. Any error response from Microsoft Entra ID is available as the error's
+ 87          ``response`` attribute.
+ 88        """
+ 89
+ 90        return super(AuthorizationCodeCredential, self).get_token(
+ 91            *scopes, claims=claims, tenant_id=tenant_id, client_secret=self._client_secret, **kwargs
+ 92        )
+ 93
+ 94    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+ 95        """Request an access token for `scopes`.
+ 96
+ 97        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+ 98        on the token. This method is called automatically by Azure SDK clients.
+ 99
+100        The first time this method is called, the credential will redeem its authorization code. On subsequent calls
+101        the credential will return a cached access token or redeem a refresh token, if it acquired a refresh token upon
+102        redeeming the authorization code.
+103
+104        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+105            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+106        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+107        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+108
+109        :rtype: ~azure.core.credentials.AccessTokenInfo
+110        :return: An AccessTokenInfo instance containing information about the token.
+111        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+112          attribute gives a reason. Any error response from Microsoft Entra ID is available as the error's
+113          ``response`` attribute.
+114        """
+115        return super()._get_token_base(
+116            *scopes, options=options, client_secret=self._client_secret, base_method_name="get_token_info"
+117        )
+118
+119    def _acquire_token_silently(self, *scopes: str, **kwargs) -> Optional[AccessTokenInfo]:
+120        return self._client.get_cached_access_token(scopes, **kwargs)
+121
+122    def _request_token(self, *scopes: str, **kwargs) -> AccessTokenInfo:
+123        if self._authorization_code:
+124            token = self._client.obtain_token_by_authorization_code(
+125                scopes=scopes, code=self._authorization_code, redirect_uri=self._redirect_uri, **kwargs
+126            )
+127            self._authorization_code = None  # auth codes are single-use
+128            return token
+129
+130        token = None
+131        for refresh_token in self._client.get_cached_refresh_tokens(scopes, **kwargs):
+132            if "secret" in refresh_token:
+133                token = self._client.obtain_token_by_refresh_token(scopes, refresh_token["secret"], **kwargs)
+134                if token:
+135                    break
+136
+137        if not token:
+138            raise ClientAuthenticationError(
+139                message="No authorization code, cached access token, or refresh token available."
+140            )
+141
+142        return token
+
+ + +

Authenticates by redeeming an authorization code previously obtained from Microsoft Entra ID.

+ +

See Microsoft Entra ID documentation +_ for more information +about the authentication flow.

+ +
Parameters
+ +
    +
  • str tenant_id: ID of the application's Microsoft Entra tenant. Also called its "directory" ID.
    • +
  • str client_id: The application's client ID
    • +
  • str authorization_code: The authorization code from the user's log-in
    • +
  • str redirect_uri: The application's redirect URI. Must match the URI used to request the authorization code.
    • +
+ +

:keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com", + the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts + defines authorities for other clouds. +:keyword str client_secret: One of the application's client secrets. Required only for web apps and web APIs. +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_authorization_code_credential]
+    :end-before: [END create_authorization_code_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create an AuthorizationCodeCredential.
+
+
+ + +
+ +
+ + AuthorizationCodeCredential( tenant_id: str, client_id: str, authorization_code: str, redirect_uri: str, **kwargs: Any) + + + +
+ + 
44    def __init__(
+45        self, tenant_id: str, client_id: str, authorization_code: str, redirect_uri: str, **kwargs: Any
+46    ) -> None:
+47        self._authorization_code: Optional[str] = authorization_code
+48        self._client_id = client_id
+49        self._client_secret = kwargs.pop("client_secret", None)
+50        self._client = kwargs.pop("client", None) or AadClient(tenant_id, client_id, **kwargs)
+51        self._redirect_uri = redirect_uri
+52        super(AuthorizationCodeCredential, self).__init__()
+
+ + + + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
61    def close(self) -> None:
+62        """Close the credential's transport session."""
+63        self.__exit__()
+
+ + +

Close the credential's transport session.

+
+ + +
+
+ +
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
65    def get_token(
+66        self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any
+67    ) -> AccessToken:
+68        """Request an access token for `scopes`.
+69
+70        This method is called automatically by Azure SDK clients.
+71
+72        The first time this method is called, the credential will redeem its authorization code. On subsequent calls
+73        the credential will return a cached access token or redeem a refresh token, if it acquired a refresh token upon
+74        redeeming the authorization code.
+75
+76        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+77            For more information about scopes, see
+78            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+79        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+80            claims challenge following an authorization failure.
+81        :keyword str tenant_id: optional tenant to include in the token request.
+82
+83        :return: An access token with the desired scopes.
+84        :rtype: ~azure.core.credentials.AccessToken
+85        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+86          attribute gives a reason. Any error response from Microsoft Entra ID is available as the error's
+87          ``response`` attribute.
+88        """
+89
+90        return super(AuthorizationCodeCredential, self).get_token(
+91            *scopes, claims=claims, tenant_id=tenant_id, client_secret=self._client_secret, **kwargs
+92        )
+
+ + +

Request an access token for scopes.

+ +

This method is called automatically by Azure SDK clients.

+ +

The first time this method is called, the credential will redeem its authorization code. On subsequent calls +the credential will return a cached access token or redeem a refresh token, if it acquired a refresh token upon +redeeming the authorization code.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see +https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword str claims: additional claims required in the token, such as those returned in a resource provider's +claims challenge following an authorization failure. +:keyword str tenant_id: optional tenant to include in the token request.
    • +
+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ +
    +
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message +attribute gives a reason. Any error response from Microsoft Entra ID is available as the error's +response attribute.
    • +
+
+ + +
+
+ +
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
 94    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+ 95        """Request an access token for `scopes`.
+ 96
+ 97        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+ 98        on the token. This method is called automatically by Azure SDK clients.
+ 99
+100        The first time this method is called, the credential will redeem its authorization code. On subsequent calls
+101        the credential will return a cached access token or redeem a refresh token, if it acquired a refresh token upon
+102        redeeming the authorization code.
+103
+104        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+105            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+106        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+107        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+108
+109        :rtype: ~azure.core.credentials.AccessTokenInfo
+110        :return: An AccessTokenInfo instance containing information about the token.
+111        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+112          attribute gives a reason. Any error response from Microsoft Entra ID is available as the error's
+113          ``response`` attribute.
+114        """
+115        return super()._get_token_base(
+116            *scopes, options=options, client_secret=self._client_secret, base_method_name="get_token_info"
+117        )
+
+ + +

Request an access token for scopes.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients.

+ +

The first time this method is called, the credential will redeem its authorization code. On subsequent calls +the credential will return a cached access token or redeem a refresh token, if it acquired a refresh token upon +redeeming the authorization code.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ +
    +
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message +attribute gives a reason. Any error response from Microsoft Entra ID is available as the error's +response attribute.
    • +
+
+ + +
+
+
+ +
+ + class + AzureAuthorityHosts: + + + +
+ + 
30class AzureAuthorityHosts(metaclass=AzureAuthorityHostsMeta):
+31    """Constants for Microsoft Entra ID authority hosts.
+32    These are used to construct authority URLs for various Azure environments.
+33    """
+34
+35    AZURE_CHINA = "login.chinacloudapi.cn"
+36    AZURE_GOVERNMENT = "login.microsoftonline.us"
+37    AZURE_PUBLIC_CLOUD = "login.microsoftonline.com"
+
+ + +

Constants for Microsoft Entra ID authority hosts. +These are used to construct authority URLs for various Azure environments.

+
+ + +
+
+ AZURE_CHINA = +'login.chinacloudapi.cn' + + +
+ + + + +
+
+
+ AZURE_GOVERNMENT = +'login.microsoftonline.us' + + +
+ + + + +
+
+
+ AZURE_PUBLIC_CLOUD = +'login.microsoftonline.com' + + +
+ + + + +
+
+
+ +
+ + class + AzureCliCredential: + + + +
+ + 
 40class AzureCliCredential:
+ 41    """Authenticates by requesting a token from the Azure CLI.
+ 42
+ 43    This requires previously logging in to Azure via "az login", and will use the CLI's currently logged in identity.
+ 44
+ 45    :keyword str tenant_id: Optional tenant to include in the token request.
+ 46    :keyword str subscription: The name or ID of a subscription. Set this to acquire tokens for an account other
+ 47        than the Azure CLI's current account.
+ 48    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+ 49        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+ 50        acquire tokens for any tenant the application can access.
+ 51    :keyword int process_timeout: Seconds to wait for the Azure CLI process to respond. Defaults to 10 seconds.
+ 52
+ 53    .. admonition:: Example:
+ 54
+ 55        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 56            :start-after: [START create_azure_cli_credential]
+ 57            :end-before: [END create_azure_cli_credential]
+ 58            :language: python
+ 59            :dedent: 4
+ 60            :caption: Create an AzureCliCredential.
+ 61    """
+ 62
+ 63    def __init__(
+ 64        self,
+ 65        *,
+ 66        tenant_id: str = "",
+ 67        subscription: Optional[str] = None,
+ 68        additionally_allowed_tenants: Optional[List[str]] = None,
+ 69        process_timeout: int = 10,
+ 70    ) -> None:
+ 71        if tenant_id:
+ 72            validate_tenant_id(tenant_id)
+ 73        if subscription:
+ 74            validate_subscription(subscription)
+ 75
+ 76        self.tenant_id = tenant_id
+ 77        self.subscription = subscription
+ 78        self._additionally_allowed_tenants = additionally_allowed_tenants or []
+ 79        self._process_timeout = process_timeout
+ 80
+ 81    def __enter__(self) -> "AzureCliCredential":
+ 82        return self
+ 83
+ 84    def __exit__(self, *args: Any) -> None:
+ 85        pass
+ 86
+ 87    def close(self) -> None:
+ 88        """Calling this method is unnecessary."""
+ 89
+ 90    @log_get_token
+ 91    def get_token(
+ 92        self,
+ 93        *scopes: str,
+ 94        claims: Optional[str] = None,  # pylint:disable=unused-argument
+ 95        tenant_id: Optional[str] = None,
+ 96        **kwargs: Any,
+ 97    ) -> AccessToken:
+ 98        """Request an access token for `scopes`.
+ 99
+100        This method is called automatically by Azure SDK clients. Applications calling this method directly must
+101        also handle token caching because this credential doesn't cache the tokens it acquires.
+102
+103        :param str scopes: desired scope for the access token. This credential allows only one scope per request.
+104            For more information about scopes, see
+105            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+106        :keyword str claims: not used by this credential; any value provided will be ignored.
+107        :keyword str tenant_id: optional tenant to include in the token request.
+108
+109        :return: An access token with the desired scopes.
+110        :rtype: ~azure.core.credentials.AccessToken
+111
+112        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke the Azure CLI.
+113        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked the Azure CLI but didn't
+114          receive an access token.
+115        """
+116
+117        options: TokenRequestOptions = {}
+118        if tenant_id:
+119            options["tenant_id"] = tenant_id
+120
+121        token_info = self._get_token_base(*scopes, options=options, **kwargs)
+122        return AccessToken(token_info.token, token_info.expires_on)
+123
+124    @log_get_token
+125    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+126        """Request an access token for `scopes`.
+127
+128        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+129        on the token. This method is called automatically by Azure SDK clients. Applications calling this method
+130        directly must also handle token caching because this credential doesn't cache the tokens it acquires.
+131
+132        :param str scopes: desired scopes for the access token. This credential allows only one scope per request.
+133            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+134        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+135        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+136
+137        :rtype: ~azure.core.credentials.AccessTokenInfo
+138        :return: An AccessTokenInfo instance containing information about the token.
+139
+140        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke the Azure CLI.
+141        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked the Azure CLI but didn't
+142          receive an access token.
+143        """
+144        return self._get_token_base(*scopes, options=options)
+145
+146    def _get_token_base(
+147        self, *scopes: str, options: Optional[TokenRequestOptions] = None, **kwargs: Any
+148    ) -> AccessTokenInfo:
+149
+150        tenant_id = options.get("tenant_id") if options else None
+151        if tenant_id:
+152            validate_tenant_id(tenant_id)
+153        for scope in scopes:
+154            validate_scope(scope)
+155
+156        resource = _scopes_to_resource(*scopes)
+157        command_args = COMMAND_LINE + ["--resource", resource]
+158        tenant = resolve_tenant(
+159            default_tenant=self.tenant_id,
+160            tenant_id=tenant_id,
+161            additionally_allowed_tenants=self._additionally_allowed_tenants,
+162            **kwargs,
+163        )
+164        if tenant:
+165            command_args += ["--tenant", tenant]
+166
+167        if self.subscription:
+168            command_args += ["--subscription", self.subscription]
+169        output = _run_command(command_args, self._process_timeout)
+170
+171        token = parse_token(output)
+172        if not token:
+173            sanitized_output = sanitize_output(output)
+174            message = (
+175                f"Unexpected output from Azure CLI: '{sanitized_output}'. \n"
+176                f"To mitigate this issue, please refer to the troubleshooting guidelines here at "
+177                f"https://aka.ms/azsdk/python/identity/azclicredential/troubleshoot."
+178            )
+179            if within_dac.get():
+180                raise CredentialUnavailableError(message=message)
+181            raise ClientAuthenticationError(message=message)
+182
+183        return token
+
+ + +

Authenticates by requesting a token from the Azure CLI.

+ +

This requires previously logging in to Azure via "az login", and will use the CLI's currently logged in identity.

+ +

:keyword str tenant_id: Optional tenant to include in the token request. +:keyword str subscription: The name or ID of a subscription. Set this to acquire tokens for an account other + than the Azure CLI's current account. +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access. +:keyword int process_timeout: Seconds to wait for the Azure CLI process to respond. Defaults to 10 seconds.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_azure_cli_credential]
+    :end-before: [END create_azure_cli_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create an AzureCliCredential.
+
+
+ + +
+ +
+ + AzureCliCredential( *, tenant_id: str = '', subscription: Optional[str] = None, additionally_allowed_tenants: Optional[List[str]] = None, process_timeout: int = 10) + + + +
+ + 
63    def __init__(
+64        self,
+65        *,
+66        tenant_id: str = "",
+67        subscription: Optional[str] = None,
+68        additionally_allowed_tenants: Optional[List[str]] = None,
+69        process_timeout: int = 10,
+70    ) -> None:
+71        if tenant_id:
+72            validate_tenant_id(tenant_id)
+73        if subscription:
+74            validate_subscription(subscription)
+75
+76        self.tenant_id = tenant_id
+77        self.subscription = subscription
+78        self._additionally_allowed_tenants = additionally_allowed_tenants or []
+79        self._process_timeout = process_timeout
+
+ + + + +
+
+
+ tenant_id + + +
+ + + + +
+
+
+ subscription + + +
+ + + + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
87    def close(self) -> None:
+88        """Calling this method is unnecessary."""
+
+ + +

Calling this method is unnecessary.

+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
 90    @log_get_token
+ 91    def get_token(
+ 92        self,
+ 93        *scopes: str,
+ 94        claims: Optional[str] = None,  # pylint:disable=unused-argument
+ 95        tenant_id: Optional[str] = None,
+ 96        **kwargs: Any,
+ 97    ) -> AccessToken:
+ 98        """Request an access token for `scopes`.
+ 99
+100        This method is called automatically by Azure SDK clients. Applications calling this method directly must
+101        also handle token caching because this credential doesn't cache the tokens it acquires.
+102
+103        :param str scopes: desired scope for the access token. This credential allows only one scope per request.
+104            For more information about scopes, see
+105            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+106        :keyword str claims: not used by this credential; any value provided will be ignored.
+107        :keyword str tenant_id: optional tenant to include in the token request.
+108
+109        :return: An access token with the desired scopes.
+110        :rtype: ~azure.core.credentials.AccessToken
+111
+112        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke the Azure CLI.
+113        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked the Azure CLI but didn't
+114          receive an access token.
+115        """
+116
+117        options: TokenRequestOptions = {}
+118        if tenant_id:
+119            options["tenant_id"] = tenant_id
+120
+121        token_info = self._get_token_base(*scopes, options=options, **kwargs)
+122        return AccessToken(token_info.token, token_info.expires_on)
+
+ + +

Request an access token for scopes.

+ +

This method is called automatically by Azure SDK clients. Applications calling this method directly must +also handle token caching because this credential doesn't cache the tokens it acquires.

+ +
Parameters
+ +
    +
  • str scopes: desired scope for the access token. This credential allows only one scope per request. +For more information about scopes, see +https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword str claims: not used by this credential; any value provided will be ignored. +:keyword str tenant_id: optional tenant to include in the token request.
    • +
+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ +
    +
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke the Azure CLI.
    • +
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked the Azure CLI but didn't +receive an access token.
    • +
+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
124    @log_get_token
+125    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+126        """Request an access token for `scopes`.
+127
+128        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+129        on the token. This method is called automatically by Azure SDK clients. Applications calling this method
+130        directly must also handle token caching because this credential doesn't cache the tokens it acquires.
+131
+132        :param str scopes: desired scopes for the access token. This credential allows only one scope per request.
+133            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+134        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+135        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+136
+137        :rtype: ~azure.core.credentials.AccessTokenInfo
+138        :return: An AccessTokenInfo instance containing information about the token.
+139
+140        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke the Azure CLI.
+141        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked the Azure CLI but didn't
+142          receive an access token.
+143        """
+144        return self._get_token_base(*scopes, options=options)
+
+ + +

Request an access token for scopes.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients. Applications calling this method +directly must also handle token caching because this credential doesn't cache the tokens it acquires.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This credential allows only one scope per request. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ +
    +
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke the Azure CLI.
    • +
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked the Azure CLI but didn't +receive an access token.
    • +
+
+ + +
+
+
+ +
+ + class + AzureDeveloperCliCredential: + + + +
+ + 
 37class AzureDeveloperCliCredential:
+ 38    """Authenticates by requesting a token from the Azure Developer CLI.
+ 39
+ 40    Azure Developer CLI is a command-line interface tool that allows developers to create, manage, and deploy
+ 41    resources in Azure. It's built on top of the Azure CLI and provides additional functionality specific
+ 42    to Azure developers. It allows users to authenticate as a user and/or a service principal against
+ 43    `Microsoft Entra ID <"https://learn.microsoft.com/entra/fundamentals/">`__.
+ 44    The AzureDeveloperCliCredential authenticates in a development environment and acquires a token on behalf of
+ 45    the logged-in user or service principal in Azure Developer CLI. It acts as the Azure Developer CLI logged-in user
+ 46    or service principal and executes an Azure CLI command underneath to authenticate the application against
+ 47    Microsoft Entra ID.
+ 48
+ 49    To use this credential, the developer needs to authenticate locally in Azure Developer CLI using one of the
+ 50    commands below:
+ 51
+ 52      * Run "azd auth login" in Azure Developer CLI to authenticate interactively as a user.
+ 53      * Run "azd auth login --client-id 'client_id' --client-secret 'client_secret' --tenant-id 'tenant_id'"
+ 54        to authenticate as a service principal.
+ 55
+ 56    You may need to repeat this process after a certain time period, depending on the refresh token validity in your
+ 57    organization. Generally, the refresh token validity period is a few weeks to a few months.
+ 58    AzureDeveloperCliCredential will prompt you to sign in again.
+ 59
+ 60    :keyword str tenant_id: Optional tenant to include in the token request.
+ 61    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+ 62        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+ 63        acquire tokens for any tenant the application can access.
+ 64    :keyword int process_timeout: Seconds to wait for the Azure Developer CLI process to respond. Defaults
+ 65        to 10 seconds.
+ 66
+ 67    .. admonition:: Example:
+ 68
+ 69        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 70            :start-after: [START azure_developer_cli_credential]
+ 71            :end-before: [END azure_developer_cli_credential]
+ 72            :language: python
+ 73            :dedent: 4
+ 74            :caption: Create an AzureDeveloperCliCredential.
+ 75    """
+ 76
+ 77    def __init__(
+ 78        self,
+ 79        *,
+ 80        tenant_id: str = "",
+ 81        additionally_allowed_tenants: Optional[List[str]] = None,
+ 82        process_timeout: int = 10,
+ 83    ) -> None:
+ 84        if tenant_id:
+ 85            validate_tenant_id(tenant_id)
+ 86        self.tenant_id = tenant_id
+ 87        self._additionally_allowed_tenants = additionally_allowed_tenants or []
+ 88        self._process_timeout = process_timeout
+ 89
+ 90    def __enter__(self) -> "AzureDeveloperCliCredential":
+ 91        return self
+ 92
+ 93    def __exit__(self, *args: Any) -> None:
+ 94        pass
+ 95
+ 96    def close(self) -> None:
+ 97        """Calling this method is unnecessary."""
+ 98
+ 99    @log_get_token
+100    def get_token(
+101        self,
+102        *scopes: str,
+103        claims: Optional[str] = None,  # pylint:disable=unused-argument
+104        tenant_id: Optional[str] = None,
+105        **kwargs: Any,
+106    ) -> AccessToken:
+107        """Request an access token for `scopes`.
+108
+109        This method is called automatically by Azure SDK clients. Applications calling this method directly must
+110        also handle token caching because this credential doesn't cache the tokens it acquires.
+111
+112        :param str scopes: desired scope for the access token. This credential allows only one scope per request.
+113            For more information about scopes, see
+114            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+115        :keyword str claims: not used by this credential; any value provided will be ignored.
+116        :keyword str tenant_id: optional tenant to include in the token request.
+117
+118        :return: An access token with the desired scopes.
+119        :rtype: ~azure.core.credentials.AccessToken
+120
+121        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke
+122          the Azure Developer CLI.
+123        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked
+124          the Azure Developer CLI but didn't receive an access token.
+125        """
+126        options: TokenRequestOptions = {}
+127        if tenant_id:
+128            options["tenant_id"] = tenant_id
+129
+130        token_info = self._get_token_base(*scopes, options=options, **kwargs)
+131        return AccessToken(token_info.token, token_info.expires_on)
+132
+133    @log_get_token
+134    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+135        """Request an access token for `scopes`.
+136
+137        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+138        on the token. This method is called automatically by Azure SDK clients. Applications calling this method
+139        directly must also handle token caching because this credential doesn't cache the tokens it acquires.
+140
+141        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+142            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+143        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+144        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+145
+146        :rtype: ~azure.core.credentials.AccessTokenInfo
+147        :return: An AccessTokenInfo instance containing information about the token.
+148
+149        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke
+150          the Azure Developer CLI.
+151        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked
+152          the Azure Developer CLI but didn't receive an access token.
+153        """
+154        return self._get_token_base(*scopes, options=options)
+155
+156    def _get_token_base(
+157        self, *scopes: str, options: Optional[TokenRequestOptions] = None, **kwargs: Any
+158    ) -> AccessTokenInfo:
+159        if not scopes:
+160            raise ValueError("Missing scope in request. \n")
+161
+162        tenant_id = options.get("tenant_id") if options else None
+163        if tenant_id:
+164            validate_tenant_id(tenant_id)
+165        for scope in scopes:
+166            validate_scope(scope)
+167
+168        command_args = COMMAND_LINE.copy()
+169        for scope in scopes:
+170            command_args += ["--scope", scope]
+171        tenant = resolve_tenant(
+172            default_tenant=self.tenant_id,
+173            tenant_id=tenant_id,
+174            additionally_allowed_tenants=self._additionally_allowed_tenants,
+175            **kwargs,
+176        )
+177        if tenant:
+178            command_args += ["--tenant-id", tenant]
+179        output = _run_command(command_args, self._process_timeout)
+180
+181        token = parse_token(output)
+182        if not token:
+183            sanitized_output = sanitize_output(output)
+184            message = (
+185                f"Unexpected output from Azure Developer CLI: '{sanitized_output}'. \n"
+186                f"To mitigate this issue, please refer to the troubleshooting guidelines here at "
+187                f"https://aka.ms/azsdk/python/identity/azdevclicredential/troubleshoot."
+188            )
+189            if within_dac.get():
+190                raise CredentialUnavailableError(message=message)
+191            raise ClientAuthenticationError(message=message)
+192
+193        return token
+
+ + +

Authenticates by requesting a token from the Azure Developer CLI.

+ +

Azure Developer CLI is a command-line interface tool that allows developers to create, manage, and deploy +resources in Azure. It's built on top of the Azure CLI and provides additional functionality specific +to Azure developers. It allows users to authenticate as a user and/or a service principal against +Microsoft Entra ID _. +The AzureDeveloperCliCredential authenticates in a development environment and acquires a token on behalf of +the logged-in user or service principal in Azure Developer CLI. It acts as the Azure Developer CLI logged-in user +or service principal and executes an Azure CLI command underneath to authenticate the application against +Microsoft Entra ID.

+ +

To use this credential, the developer needs to authenticate locally in Azure Developer CLI using one of the +commands below:

+ +
    +
  • Run "azd auth login" in Azure Developer CLI to authenticate interactively as a user.
    • +
  • Run "azd auth login --client-id 'client_id' --client-secret 'client_secret' --tenant-id 'tenant_id'" +to authenticate as a service principal.
    • +
+ +

You may need to repeat this process after a certain time period, depending on the refresh token validity in your +organization. Generally, the refresh token validity period is a few weeks to a few months. +AzureDeveloperCliCredential will prompt you to sign in again.

+ +

:keyword str tenant_id: Optional tenant to include in the token request. +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access. +:keyword int process_timeout: Seconds to wait for the Azure Developer CLI process to respond. Defaults + to 10 seconds.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START azure_developer_cli_credential]
+    :end-before: [END azure_developer_cli_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create an AzureDeveloperCliCredential.
+
+
+ + +
+ +
+ + AzureDeveloperCliCredential( *, tenant_id: str = '', additionally_allowed_tenants: Optional[List[str]] = None, process_timeout: int = 10) + + + +
+ + 
77    def __init__(
+78        self,
+79        *,
+80        tenant_id: str = "",
+81        additionally_allowed_tenants: Optional[List[str]] = None,
+82        process_timeout: int = 10,
+83    ) -> None:
+84        if tenant_id:
+85            validate_tenant_id(tenant_id)
+86        self.tenant_id = tenant_id
+87        self._additionally_allowed_tenants = additionally_allowed_tenants or []
+88        self._process_timeout = process_timeout
+
+ + + + +
+
+
+ tenant_id + + +
+ + + + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
96    def close(self) -> None:
+97        """Calling this method is unnecessary."""
+
+ + +

Calling this method is unnecessary.

+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
 99    @log_get_token
+100    def get_token(
+101        self,
+102        *scopes: str,
+103        claims: Optional[str] = None,  # pylint:disable=unused-argument
+104        tenant_id: Optional[str] = None,
+105        **kwargs: Any,
+106    ) -> AccessToken:
+107        """Request an access token for `scopes`.
+108
+109        This method is called automatically by Azure SDK clients. Applications calling this method directly must
+110        also handle token caching because this credential doesn't cache the tokens it acquires.
+111
+112        :param str scopes: desired scope for the access token. This credential allows only one scope per request.
+113            For more information about scopes, see
+114            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+115        :keyword str claims: not used by this credential; any value provided will be ignored.
+116        :keyword str tenant_id: optional tenant to include in the token request.
+117
+118        :return: An access token with the desired scopes.
+119        :rtype: ~azure.core.credentials.AccessToken
+120
+121        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke
+122          the Azure Developer CLI.
+123        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked
+124          the Azure Developer CLI but didn't receive an access token.
+125        """
+126        options: TokenRequestOptions = {}
+127        if tenant_id:
+128            options["tenant_id"] = tenant_id
+129
+130        token_info = self._get_token_base(*scopes, options=options, **kwargs)
+131        return AccessToken(token_info.token, token_info.expires_on)
+
+ + +

Request an access token for scopes.

+ +

This method is called automatically by Azure SDK clients. Applications calling this method directly must +also handle token caching because this credential doesn't cache the tokens it acquires.

+ +
Parameters
+ +
    +
  • str scopes: desired scope for the access token. This credential allows only one scope per request. +For more information about scopes, see +https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword str claims: not used by this credential; any value provided will be ignored. +:keyword str tenant_id: optional tenant to include in the token request.
    • +
+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ +
    +
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke +the Azure Developer CLI.
    • +
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked +the Azure Developer CLI but didn't receive an access token.
    • +
+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
133    @log_get_token
+134    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+135        """Request an access token for `scopes`.
+136
+137        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+138        on the token. This method is called automatically by Azure SDK clients. Applications calling this method
+139        directly must also handle token caching because this credential doesn't cache the tokens it acquires.
+140
+141        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+142            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+143        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+144        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+145
+146        :rtype: ~azure.core.credentials.AccessTokenInfo
+147        :return: An AccessTokenInfo instance containing information about the token.
+148
+149        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke
+150          the Azure Developer CLI.
+151        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked
+152          the Azure Developer CLI but didn't receive an access token.
+153        """
+154        return self._get_token_base(*scopes, options=options)
+
+ + +

Request an access token for scopes.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients. Applications calling this method +directly must also handle token caching because this credential doesn't cache the tokens it acquires.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ +
    +
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke +the Azure Developer CLI.
    • +
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked +the Azure Developer CLI but didn't receive an access token.
    • +
+
+ + +
+
+
+ +
+ + class + AzurePipelinesCredential: + + + +
+ + 
 47class AzurePipelinesCredential:
+ 48    """Authenticates using Microsoft Entra Workload ID in Azure Pipelines.
+ 49
+ 50    This credential enables authentication in Azure Pipelines using workload identity federation for Azure service
+ 51    connections.
+ 52
+ 53    :keyword str tenant_id: The tenant ID for the service connection. Required.
+ 54    :keyword str client_id: The client ID for the service connection. Required.
+ 55    :keyword str service_connection_id: The service connection ID for the service connection associated with the
+ 56        pipeline. From the service connection's configuration page URL in the Azure DevOps web portal, the ID
+ 57        is the value of the "resourceId" query parameter. Required.
+ 58    :keyword str system_access_token: The pipeline's System.AccessToken value. It is recommended to assign the value
+ 59        of System.AccessToken to a secure variable in the Azure Pipelines environment. See
+ 60        https://learn.microsoft.com/azure/devops/pipelines/build/variables#systemaccesstoken for more info. Required.
+ 61    :keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com",
+ 62        the authority for Azure Public Cloud (which is the default). :class:`~azure.identity.AzureAuthorityHosts`
+ 63        defines authorities for other clouds.
+ 64    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+ 65        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+ 66        acquire tokens for any tenant the application can access.
+ 67
+ 68    .. admonition:: Example:
+ 69
+ 70        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 71            :start-after: [START create_azure_pipelines_credential]
+ 72            :end-before: [END create_azure_pipelines_credential]
+ 73            :language: python
+ 74            :dedent: 4
+ 75            :caption: Create an AzurePipelinesCredential.
+ 76    """
+ 77
+ 78    def __init__(
+ 79        self,
+ 80        *,
+ 81        tenant_id: str,
+ 82        client_id: str,
+ 83        service_connection_id: str,
+ 84        system_access_token: str,
+ 85        **kwargs: Any,
+ 86    ) -> None:
+ 87
+ 88        if not system_access_token or not tenant_id or not client_id or not service_connection_id:
+ 89            raise ValueError(
+ 90                "'tenant_id', 'client_id', 'service_connection_id', and 'system_access_token' must be passed in as "
+ 91                f"keyword arguments. Please refer to the troubleshooting guide at {TROUBLESHOOTING_GUIDE}."
+ 92            )
+ 93        validate_tenant_id(tenant_id)
+ 94        self._system_access_token = system_access_token
+ 95        self._service_connection_id = service_connection_id
+ 96        self._client_assertion_credential = ClientAssertionCredential(
+ 97            tenant_id=tenant_id, client_id=client_id, func=self._get_oidc_token, **kwargs
+ 98        )
+ 99        self._pipeline = build_pipeline(**kwargs)
+100
+101    def get_token(
+102        self,
+103        *scopes: str,
+104        claims: Optional[str] = None,
+105        tenant_id: Optional[str] = None,
+106        enable_cae: bool = False,
+107        **kwargs: Any,
+108    ) -> AccessToken:
+109        """Request an access token for `scopes`.
+110
+111        This method is called automatically by Azure SDK clients.
+112
+113        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+114            For more information about scopes, see
+115            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+116        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+117            claims challenge following an authorization failure.
+118        :keyword str tenant_id: optional tenant to include in the token request.
+119        :keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested
+120            token. Defaults to False.
+121
+122        :return: An access token with the desired scopes.
+123        :rtype: ~azure.core.credentials.AccessToken
+124        :raises CredentialUnavailableError: the credential is unable to attempt authentication because it lacks
+125            required data, state, or platform support
+126        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+127            attribute gives a reason.
+128        """
+129        validate_env_vars()
+130        return self._client_assertion_credential.get_token(
+131            *scopes, claims=claims, tenant_id=tenant_id, enable_cae=enable_cae, **kwargs
+132        )
+133
+134    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+135        """Request an access token for `scopes`.
+136
+137        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+138        on the token. This method is called automatically by Azure SDK clients.
+139
+140        :param str scopes: desired scope for the access token. This method requires at least one scope.
+141            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+142        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+143        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+144
+145        :rtype: ~azure.core.credentials.AccessTokenInfo
+146        :return: An AccessTokenInfo instance containing information about the token.
+147        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+148            attribute gives a reason.
+149        """
+150        validate_env_vars()
+151        return self._client_assertion_credential.get_token_info(*scopes, options=options)
+152
+153    def _get_oidc_token(self) -> str:
+154        request = build_oidc_request(self._service_connection_id, self._system_access_token)
+155        response = self._pipeline.run(request, retry_on_methods=[request.method])
+156        http_response: HttpResponse = response.http_response
+157        if http_response.status_code not in [200]:
+158            raise ClientAuthenticationError(
+159                message="Unexpected response from OIDC token endpoint.", response=http_response
+160            )
+161        json_response = http_response.json()
+162        if "oidcToken" not in json_response:
+163            raise ClientAuthenticationError(message="OIDC token not found in response.")
+164        return json_response["oidcToken"]
+165
+166    def __enter__(self):
+167        self._client_assertion_credential.__enter__()
+168        self._pipeline.__enter__()
+169        return self
+170
+171    def __exit__(self, *args):
+172        self._client_assertion_credential.__exit__(*args)
+173        self._pipeline.__exit__(*args)
+174
+175    def close(self) -> None:
+176        """Close the credential's transport session."""
+177        self.__exit__()
+
+ + +

Authenticates using Microsoft Entra Workload ID in Azure Pipelines.

+ +

This credential enables authentication in Azure Pipelines using workload identity federation for Azure service +connections.

+ +

:keyword str tenant_id: The tenant ID for the service connection. Required. +:keyword str client_id: The client ID for the service connection. Required. +:keyword str service_connection_id: The service connection ID for the service connection associated with the + pipeline. From the service connection's configuration page URL in the Azure DevOps web portal, the ID + is the value of the "resourceId" query parameter. Required. +:keyword str system_access_token: The pipeline's System.AccessToken value. It is recommended to assign the value + of System.AccessToken to a secure variable in the Azure Pipelines environment. See + https://learn.microsoft.com/azure/devops/pipelines/build/variables#systemaccesstoken for more info. Required. +:keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com", + the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts + defines authorities for other clouds. +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_azure_pipelines_credential]
+    :end-before: [END create_azure_pipelines_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create an AzurePipelinesCredential.
+
+
+ + +
+ +
+ + AzurePipelinesCredential( *, tenant_id: str, client_id: str, service_connection_id: str, system_access_token: str, **kwargs: Any) + + + +
+ + 
78    def __init__(
+79        self,
+80        *,
+81        tenant_id: str,
+82        client_id: str,
+83        service_connection_id: str,
+84        system_access_token: str,
+85        **kwargs: Any,
+86    ) -> None:
+87
+88        if not system_access_token or not tenant_id or not client_id or not service_connection_id:
+89            raise ValueError(
+90                "'tenant_id', 'client_id', 'service_connection_id', and 'system_access_token' must be passed in as "
+91                f"keyword arguments. Please refer to the troubleshooting guide at {TROUBLESHOOTING_GUIDE}."
+92            )
+93        validate_tenant_id(tenant_id)
+94        self._system_access_token = system_access_token
+95        self._service_connection_id = service_connection_id
+96        self._client_assertion_credential = ClientAssertionCredential(
+97            tenant_id=tenant_id, client_id=client_id, func=self._get_oidc_token, **kwargs
+98        )
+99        self._pipeline = build_pipeline(**kwargs)
+
+ + + + +
+
+ +
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, enable_cae: bool = False, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
101    def get_token(
+102        self,
+103        *scopes: str,
+104        claims: Optional[str] = None,
+105        tenant_id: Optional[str] = None,
+106        enable_cae: bool = False,
+107        **kwargs: Any,
+108    ) -> AccessToken:
+109        """Request an access token for `scopes`.
+110
+111        This method is called automatically by Azure SDK clients.
+112
+113        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+114            For more information about scopes, see
+115            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+116        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+117            claims challenge following an authorization failure.
+118        :keyword str tenant_id: optional tenant to include in the token request.
+119        :keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested
+120            token. Defaults to False.
+121
+122        :return: An access token with the desired scopes.
+123        :rtype: ~azure.core.credentials.AccessToken
+124        :raises CredentialUnavailableError: the credential is unable to attempt authentication because it lacks
+125            required data, state, or platform support
+126        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+127            attribute gives a reason.
+128        """
+129        validate_env_vars()
+130        return self._client_assertion_credential.get_token(
+131            *scopes, claims=claims, tenant_id=tenant_id, enable_cae=enable_cae, **kwargs
+132        )
+
+ + +

Request an access token for scopes.

+ +

This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see +https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword str claims: additional claims required in the token, such as those returned in a resource provider's +claims challenge following an authorization failure. +:keyword str tenant_id: optional tenant to include in the token request. +:keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested +token. Defaults to False.
    • +
+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ +
    +
  • CredentialUnavailableError: the credential is unable to attempt authentication because it lacks +required data, state, or platform support
    • +
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message +attribute gives a reason.
    • +
+
+ + +
+
+ +
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
134    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+135        """Request an access token for `scopes`.
+136
+137        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+138        on the token. This method is called automatically by Azure SDK clients.
+139
+140        :param str scopes: desired scope for the access token. This method requires at least one scope.
+141            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+142        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+143        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+144
+145        :rtype: ~azure.core.credentials.AccessTokenInfo
+146        :return: An AccessTokenInfo instance containing information about the token.
+147        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+148            attribute gives a reason.
+149        """
+150        validate_env_vars()
+151        return self._client_assertion_credential.get_token_info(*scopes, options=options)
+
+ + +

Request an access token for scopes.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scope for the access token. This method requires at least one scope. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ +
    +
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message +attribute gives a reason.
    • +
+
+ + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
175    def close(self) -> None:
+176        """Close the credential's transport session."""
+177        self.__exit__()
+
+ + +

Close the credential's transport session.

+
+ + +
+
+
+ +
+ + class + AzurePowerShellCredential: + + + +
+ + 
 69class AzurePowerShellCredential:
+ 70    """Authenticates by requesting a token from Azure PowerShell.
+ 71
+ 72    This requires previously logging in to Azure via "Connect-AzAccount", and will use the currently logged in identity.
+ 73
+ 74    :keyword str tenant_id: Optional tenant to include in the token request.
+ 75    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+ 76        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+ 77        acquire tokens for any tenant the application can access.
+ 78    :keyword int process_timeout: Seconds to wait for the Azure PowerShell process to respond. Defaults to 10 seconds.
+ 79
+ 80    .. admonition:: Example:
+ 81
+ 82        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 83            :start-after: [START create_azure_power_shell_credential]
+ 84            :end-before: [END create_azure_power_shell_credential]
+ 85            :language: python
+ 86            :dedent: 4
+ 87            :caption: Create an AzurePowerShellCredential.
+ 88    """
+ 89
+ 90    def __init__(
+ 91        self,
+ 92        *,
+ 93        tenant_id: str = "",
+ 94        additionally_allowed_tenants: Optional[List[str]] = None,
+ 95        process_timeout: int = 10,
+ 96    ) -> None:
+ 97        if tenant_id:
+ 98            validate_tenant_id(tenant_id)
+ 99        self.tenant_id = tenant_id
+100        self._additionally_allowed_tenants = additionally_allowed_tenants or []
+101        self._process_timeout = process_timeout
+102
+103    def __enter__(self) -> "AzurePowerShellCredential":
+104        return self
+105
+106    def __exit__(self, *args: Any) -> None:
+107        pass
+108
+109    def close(self) -> None:
+110        """Calling this method is unnecessary."""
+111
+112    @log_get_token
+113    def get_token(
+114        self,
+115        *scopes: str,
+116        claims: Optional[str] = None,  # pylint:disable=unused-argument
+117        tenant_id: Optional[str] = None,
+118        **kwargs: Any,
+119    ) -> AccessToken:
+120        """Request an access token for `scopes`.
+121
+122        This method is called automatically by Azure SDK clients. Applications calling this method directly must
+123        also handle token caching because this credential doesn't cache the tokens it acquires.
+124
+125        :param str scopes: desired scope for the access token. This credential allows only one scope per request.
+126            For more information about scopes, see
+127            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+128        :keyword str claims: not used by this credential; any value provided will be ignored.
+129        :keyword str tenant_id: optional tenant to include in the token request.
+130
+131        :return: An access token with the desired scopes.
+132        :rtype: ~azure.core.credentials.AccessToken
+133
+134        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke Azure PowerShell, or
+135          no account is authenticated
+136        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked Azure PowerShell but didn't
+137          receive an access token
+138        """
+139
+140        options: TokenRequestOptions = {}
+141        if tenant_id:
+142            options["tenant_id"] = tenant_id
+143
+144        token_info = self._get_token_base(*scopes, options=options, **kwargs)
+145        return AccessToken(token_info.token, token_info.expires_on)
+146
+147    @log_get_token
+148    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+149        """Request an access token for `scopes`.
+150
+151        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+152        on the token. This method is called automatically by Azure SDK clients. Applications calling this method
+153        directly must also handle token caching because this credential doesn't cache the tokens it acquires.
+154
+155        :param str scopes: desired scopes for the access token. TThis credential allows only one scope per request.
+156            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+157        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+158        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+159
+160        :rtype: ~azure.core.credentials.AccessTokenInfo
+161        :return: An AccessTokenInfo instance containing information about the token.
+162
+163        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke Azure PowerShell, or
+164          no account is authenticated
+165        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked Azure PowerShell but didn't
+166          receive an access token
+167        """
+168        return self._get_token_base(*scopes, options=options)
+169
+170    def _get_token_base(
+171        self, *scopes: str, options: Optional[TokenRequestOptions] = None, **kwargs: Any
+172    ) -> AccessTokenInfo:
+173
+174        tenant_id = options.get("tenant_id") if options else None
+175        if tenant_id:
+176            validate_tenant_id(tenant_id)
+177        for scope in scopes:
+178            validate_scope(scope)
+179
+180        tenant_id = resolve_tenant(
+181            default_tenant=self.tenant_id,
+182            tenant_id=tenant_id,
+183            additionally_allowed_tenants=self._additionally_allowed_tenants,
+184            **kwargs,
+185        )
+186        command_line = get_command_line(scopes, tenant_id)
+187        output = run_command_line(command_line, self._process_timeout)
+188        token = parse_token(output)
+189        return token
+
+ + +

Authenticates by requesting a token from Azure PowerShell.

+ +

This requires previously logging in to Azure via "Connect-AzAccount", and will use the currently logged in identity.

+ +

:keyword str tenant_id: Optional tenant to include in the token request. +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access. +:keyword int process_timeout: Seconds to wait for the Azure PowerShell process to respond. Defaults to 10 seconds.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_azure_power_shell_credential]
+    :end-before: [END create_azure_power_shell_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create an AzurePowerShellCredential.
+
+
+ + +
+ +
+ + AzurePowerShellCredential( *, tenant_id: str = '', additionally_allowed_tenants: Optional[List[str]] = None, process_timeout: int = 10) + + + +
+ + 
 90    def __init__(
+ 91        self,
+ 92        *,
+ 93        tenant_id: str = "",
+ 94        additionally_allowed_tenants: Optional[List[str]] = None,
+ 95        process_timeout: int = 10,
+ 96    ) -> None:
+ 97        if tenant_id:
+ 98            validate_tenant_id(tenant_id)
+ 99        self.tenant_id = tenant_id
+100        self._additionally_allowed_tenants = additionally_allowed_tenants or []
+101        self._process_timeout = process_timeout
+
+ + + + +
+
+
+ tenant_id + + +
+ + + + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
109    def close(self) -> None:
+110        """Calling this method is unnecessary."""
+
+ + +

Calling this method is unnecessary.

+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
112    @log_get_token
+113    def get_token(
+114        self,
+115        *scopes: str,
+116        claims: Optional[str] = None,  # pylint:disable=unused-argument
+117        tenant_id: Optional[str] = None,
+118        **kwargs: Any,
+119    ) -> AccessToken:
+120        """Request an access token for `scopes`.
+121
+122        This method is called automatically by Azure SDK clients. Applications calling this method directly must
+123        also handle token caching because this credential doesn't cache the tokens it acquires.
+124
+125        :param str scopes: desired scope for the access token. This credential allows only one scope per request.
+126            For more information about scopes, see
+127            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+128        :keyword str claims: not used by this credential; any value provided will be ignored.
+129        :keyword str tenant_id: optional tenant to include in the token request.
+130
+131        :return: An access token with the desired scopes.
+132        :rtype: ~azure.core.credentials.AccessToken
+133
+134        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke Azure PowerShell, or
+135          no account is authenticated
+136        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked Azure PowerShell but didn't
+137          receive an access token
+138        """
+139
+140        options: TokenRequestOptions = {}
+141        if tenant_id:
+142            options["tenant_id"] = tenant_id
+143
+144        token_info = self._get_token_base(*scopes, options=options, **kwargs)
+145        return AccessToken(token_info.token, token_info.expires_on)
+
+ + +

Request an access token for scopes.

+ +

This method is called automatically by Azure SDK clients. Applications calling this method directly must +also handle token caching because this credential doesn't cache the tokens it acquires.

+ +
Parameters
+ +
    +
  • str scopes: desired scope for the access token. This credential allows only one scope per request. +For more information about scopes, see +https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword str claims: not used by this credential; any value provided will be ignored. +:keyword str tenant_id: optional tenant to include in the token request.
    • +
+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ +
    +
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke Azure PowerShell, or +no account is authenticated
    • +
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked Azure PowerShell but didn't +receive an access token
    • +
+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
147    @log_get_token
+148    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+149        """Request an access token for `scopes`.
+150
+151        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+152        on the token. This method is called automatically by Azure SDK clients. Applications calling this method
+153        directly must also handle token caching because this credential doesn't cache the tokens it acquires.
+154
+155        :param str scopes: desired scopes for the access token. TThis credential allows only one scope per request.
+156            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+157        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+158        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+159
+160        :rtype: ~azure.core.credentials.AccessTokenInfo
+161        :return: An AccessTokenInfo instance containing information about the token.
+162
+163        :raises ~azure.identity.CredentialUnavailableError: the credential was unable to invoke Azure PowerShell, or
+164          no account is authenticated
+165        :raises ~azure.core.exceptions.ClientAuthenticationError: the credential invoked Azure PowerShell but didn't
+166          receive an access token
+167        """
+168        return self._get_token_base(*scopes, options=options)
+
+ + +

Request an access token for scopes.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients. Applications calling this method +directly must also handle token caching because this credential doesn't cache the tokens it acquires.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. TThis credential allows only one scope per request. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ +
    +
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke Azure PowerShell, or +no account is authenticated
    • +
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked Azure PowerShell but didn't +receive an access token
    • +
+
+ + +
+
+
+ +
+ + class + CertificateCredential(azure.identity._internal.client_credential_base.ClientCredentialBase): + + + +
+ + 
18class CertificateCredential(ClientCredentialBase):
+19    """Authenticates as a service principal using a certificate.
+20
+21    The certificate must have an RSA private key, because this credential signs assertions using RS256. See
+22    `Microsoft Entra ID documentation
+23    <https://learn.microsoft.com/entra/identity-platform/certificate-credentials#register-your-certificate-with-microsoft-identity-platform>`__
+24    for more information on configuring certificate authentication.
+25
+26    :param str tenant_id: ID of the service principal's tenant. Also called its "directory" ID.
+27    :param str client_id: The service principal's client ID
+28    :param str certificate_path: Optional path to a certificate file in PEM or PKCS12 format, including the private
+29        key. If not provided, **certificate_data** is required.
+30
+31    :keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com",
+32        the authority for Azure Public Cloud (which is the default). :class:`~azure.identity.AzureAuthorityHosts`
+33        defines authorities for other clouds.
+34    :keyword bytes certificate_data: The bytes of a certificate in PEM or PKCS12 format, including the private key
+35    :keyword password: The certificate's password. If a unicode string, it will be encoded as UTF-8. If the certificate
+36        requires a different encoding, pass appropriately encoded bytes instead.
+37    :paramtype password: str or bytes
+38    :keyword bool send_certificate_chain: If True, the credential will send the public certificate chain in the x5c
+39        header of each token request's JWT. This is required for Subject Name/Issuer (SNI) authentication. Defaults to
+40        False.
+41    :keyword cache_persistence_options: Configuration for persistent token caching. If unspecified, the credential
+42        will cache tokens in memory.
+43    :paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions
+44    :keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting
+45        to authenticate. Setting this to true will completely disable both instance discovery and authority validation.
+46        This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in
+47        private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from
+48        https://login.microsoft.com/ to validate the authority. By setting this to **True**, the validation of the
+49        authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and
+50        trustworthy.
+51    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+52        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+53        acquire tokens for any tenant the application can access.
+54
+55    .. admonition:: Example:
+56
+57        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+58            :start-after: [START create_certificate_credential]
+59            :end-before: [END create_certificate_credential]
+60            :language: python
+61            :dedent: 4
+62            :caption: Create a CertificateCredential.
+63    """
+64
+65    def __init__(self, tenant_id: str, client_id: str, certificate_path: Optional[str] = None, **kwargs: Any) -> None:
+66        validate_tenant_id(tenant_id)
+67
+68        client_credential = get_client_credential(certificate_path, **kwargs)
+69
+70        super(CertificateCredential, self).__init__(
+71            client_id=client_id, client_credential=client_credential, tenant_id=tenant_id, **kwargs
+72        )
+
+ + +

Authenticates as a service principal using a certificate.

+ +

The certificate must have an RSA private key, because this credential signs assertions using RS256. See +Microsoft Entra ID documentation +_ +for more information on configuring certificate authentication.

+ +
Parameters
+ +
    +
  • str tenant_id: ID of the service principal's tenant. Also called its "directory" ID.
    • +
  • str client_id: The service principal's client ID
    • +
  • str certificate_path: Optional path to a certificate file in PEM or PKCS12 format, including the private +key. If not provided, certificate_data is required.
    • +
+ +

:keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com", + the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts + defines authorities for other clouds. +:keyword bytes certificate_data: The bytes of a certificate in PEM or PKCS12 format, including the private key +:keyword password: The certificate's password. If a unicode string, it will be encoded as UTF-8. If the certificate + requires a different encoding, pass appropriately encoded bytes instead. +:paramtype password: str or bytes +:keyword bool send_certificate_chain: If True, the credential will send the public certificate chain in the x5c + header of each token request's JWT. This is required for Subject Name/Issuer (SNI) authentication. Defaults to + False. +:keyword cache_persistence_options: Configuration for persistent token caching. If unspecified, the credential + will cache tokens in memory. +:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions +:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting + to authenticate. Setting this to true will completely disable both instance discovery and authority validation. + This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in + private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from + https://login.microsoft.com/ to validate the authority. By setting this to **True**, the validation of the + authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and + trustworthy. +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_certificate_credential]
+    :end-before: [END create_certificate_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create a CertificateCredential.
+
+
+ + +
+ +
+ + CertificateCredential( tenant_id: str, client_id: str, certificate_path: Optional[str] = None, **kwargs: Any) + + + +
+ + 
65    def __init__(self, tenant_id: str, client_id: str, certificate_path: Optional[str] = None, **kwargs: Any) -> None:
+66        validate_tenant_id(tenant_id)
+67
+68        client_credential = get_client_credential(certificate_path, **kwargs)
+69
+70        super(CertificateCredential, self).__init__(
+71            client_id=client_id, client_credential=client_credential, tenant_id=tenant_id, **kwargs
+72        )
+
+ + + + +
+
+
+ +
+ + class + ChainedTokenCredential: + + + +
+ + 
 43class ChainedTokenCredential:
+ 44    """A sequence of credentials that is itself a credential.
+ 45
+ 46    Its :func:`get_token` method calls ``get_token`` on each credential in the sequence, in order, returning the first
+ 47    valid token received. For more information, see `ChainedTokenCredential overview
+ 48    <"https://aka.ms/azsdk/python/identity/credential-chains#chainedtokencredential-overview">`__.
+ 49
+ 50    :param credentials: credential instances to form the chain
+ 51    :type credentials: ~azure.core.credentials.TokenCredential
+ 52
+ 53    .. admonition:: Example:
+ 54
+ 55        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 56            :start-after: [START create_chained_token_credential]
+ 57            :end-before: [END create_chained_token_credential]
+ 58            :language: python
+ 59            :dedent: 4
+ 60            :caption: Create a ChainedTokenCredential.
+ 61    """
+ 62
+ 63    def __init__(self, *credentials: TokenProvider) -> None:
+ 64        if not credentials:
+ 65            raise ValueError("at least one credential is required")
+ 66
+ 67        self._successful_credential: Optional[TokenProvider] = None
+ 68        self.credentials = credentials
+ 69
+ 70    def __enter__(self) -> "ChainedTokenCredential":
+ 71        for credential in self.credentials:
+ 72            credential.__enter__()  # type: ignore
+ 73        return self
+ 74
+ 75    def __exit__(self, *args: Any) -> None:
+ 76        for credential in self.credentials:
+ 77            credential.__exit__(*args)  # type: ignore
+ 78
+ 79    def close(self) -> None:
+ 80        """Close the transport session of each credential in the chain."""
+ 81        self.__exit__()
+ 82
+ 83    def get_token(
+ 84        self,
+ 85        *scopes: str,
+ 86        claims: Optional[str] = None,
+ 87        tenant_id: Optional[str] = None,
+ 88        enable_cae: bool = False,
+ 89        **kwargs: Any,
+ 90    ) -> AccessToken:
+ 91        """Request a token from each chained credential, in order, returning the first token received.
+ 92
+ 93        If no credential provides a token, raises :class:`azure.core.exceptions.ClientAuthenticationError`
+ 94        with an error message from each credential.
+ 95
+ 96        This method is called automatically by Azure SDK clients.
+ 97
+ 98        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+ 99            For more information about scopes, see
+100            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+101        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+102            claims challenge following an authorization failure.
+103        :keyword str tenant_id: optional tenant to include in the token request.
+104        :keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested
+105            token. Defaults to False.
+106
+107        :return: An access token with the desired scopes.
+108        :rtype: ~azure.core.credentials.AccessToken
+109        :raises ~azure.core.exceptions.ClientAuthenticationError: no credential in the chain provided a token
+110        """
+111
+112        within_credential_chain.set(True)
+113        history = []
+114        for credential in self.credentials:
+115            try:
+116                # Prioritize "get_token". Fall back to "get_token_info" if not available.
+117                if hasattr(credential, "get_token"):
+118                    token = cast(TokenCredential, credential).get_token(
+119                        *scopes, claims=claims, tenant_id=tenant_id, enable_cae=enable_cae, **kwargs
+120                    )
+121                else:
+122                    options: TokenRequestOptions = {}
+123                    if claims:
+124                        options["claims"] = claims
+125                    if tenant_id:
+126                        options["tenant_id"] = tenant_id
+127                    options["enable_cae"] = enable_cae
+128                    token_info = cast(SupportsTokenInfo, credential).get_token_info(*scopes, options=options)
+129                    token = AccessToken(token_info.token, token_info.expires_on)
+130
+131                _LOGGER.info("%s acquired a token from %s", self.__class__.__name__, credential.__class__.__name__)
+132                self._successful_credential = credential
+133                within_credential_chain.set(False)
+134                return token
+135
+136            except CredentialUnavailableError as ex:
+137                # credential didn't attempt authentication because it lacks required data or state -> continue
+138                history.append((credential, ex.message))
+139            except Exception as ex:  # pylint: disable=broad-except
+140                # credential failed to authenticate, or something unexpectedly raised -> break
+141                history.append((credential, str(ex)))
+142                _LOGGER.debug(
+143                    '%s.get_token failed: %s raised unexpected error "%s"',
+144                    self.__class__.__name__,
+145                    credential.__class__.__name__,
+146                    ex,
+147                    exc_info=True,
+148                )
+149                break
+150        within_credential_chain.set(False)
+151        attempts = _get_error_message(history)
+152        message = (
+153            self.__class__.__name__
+154            + " failed to retrieve a token from the included credentials."
+155            + attempts
+156            + "\nTo mitigate this issue, please refer to the troubleshooting guidelines here at "
+157            "https://aka.ms/azsdk/python/identity/defaultazurecredential/troubleshoot."
+158        )
+159        _LOGGER.warning(message)
+160        raise ClientAuthenticationError(message=message)
+161
+162    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+163        """Request a token from each chained credential, in order, returning the first token received.
+164
+165        If no credential provides a token, raises :class:`azure.core.exceptions.ClientAuthenticationError`
+166        with an error message from each credential.
+167
+168        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+169        on the token. This method is called automatically by Azure SDK clients.
+170
+171        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+172            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+173        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+174        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+175
+176        :rtype: ~azure.core.credentials.AccessTokenInfo
+177        :return: An AccessTokenInfo instance containing information about the token.
+178
+179        :raises ~azure.core.exceptions.ClientAuthenticationError: no credential in the chain provided a token.
+180        """
+181        within_credential_chain.set(True)
+182        history = []
+183        options = options or {}
+184        for credential in self.credentials:
+185            try:
+186                # Prioritize "get_token_info". Fall back to "get_token" if not available.
+187                if hasattr(credential, "get_token_info"):
+188                    token_info = cast(SupportsTokenInfo, credential).get_token_info(*scopes, options=options)
+189                else:
+190                    if options.get("pop"):
+191                        raise CredentialUnavailableError(
+192                            "Proof of possession arguments are not supported for this credential."
+193                        )
+194                    token = cast(TokenCredential, credential).get_token(*scopes, **options)
+195                    token_info = AccessTokenInfo(token=token.token, expires_on=token.expires_on)
+196
+197                _LOGGER.info("%s acquired a token from %s", self.__class__.__name__, credential.__class__.__name__)
+198                self._successful_credential = credential
+199                within_credential_chain.set(False)
+200                return token_info
+201            except CredentialUnavailableError as ex:
+202                # credential didn't attempt authentication because it lacks required data or state -> continue
+203                history.append((credential, ex.message))
+204            except Exception as ex:  # pylint: disable=broad-except
+205                # credential failed to authenticate, or something unexpectedly raised -> break
+206                history.append((credential, str(ex)))
+207                _LOGGER.debug(
+208                    '%s.get_token_info failed: %s raised unexpected error "%s"',
+209                    self.__class__.__name__,
+210                    credential.__class__.__name__,
+211                    ex,
+212                    exc_info=True,
+213                )
+214                break
+215
+216        within_credential_chain.set(False)
+217        attempts = _get_error_message(history)
+218        message = (
+219            self.__class__.__name__
+220            + " failed to retrieve a token from the included credentials."
+221            + attempts
+222            + "\nTo mitigate this issue, please refer to the troubleshooting guidelines here at "
+223            "https://aka.ms/azsdk/python/identity/defaultazurecredential/troubleshoot."
+224        )
+225        _LOGGER.warning(message)
+226        raise ClientAuthenticationError(message=message)
+
+ + +

A sequence of credentials that is itself a credential.

+ +

Its get_token() method calls get_token on each credential in the sequence, in order, returning the first +valid token received. For more information, see ChainedTokenCredential overview +_.

+ +
Parameters
+ +
    +
  • credentials: credential instances to form the chain
    • +
+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_chained_token_credential]
+    :end-before: [END create_chained_token_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create a ChainedTokenCredential.
+
+
+ + +
+ +
+ + ChainedTokenCredential( *credentials: Union[azure.core.credentials.TokenCredential, azure.core.credentials.SupportsTokenInfo]) + + + +
+ + 
63    def __init__(self, *credentials: TokenProvider) -> None:
+64        if not credentials:
+65            raise ValueError("at least one credential is required")
+66
+67        self._successful_credential: Optional[TokenProvider] = None
+68        self.credentials = credentials
+
+ + + + +
+
+
+ credentials + + +
+ + + + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
79    def close(self) -> None:
+80        """Close the transport session of each credential in the chain."""
+81        self.__exit__()
+
+ + +

Close the transport session of each credential in the chain.

+
+ + +
+
+ +
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, enable_cae: bool = False, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
 83    def get_token(
+ 84        self,
+ 85        *scopes: str,
+ 86        claims: Optional[str] = None,
+ 87        tenant_id: Optional[str] = None,
+ 88        enable_cae: bool = False,
+ 89        **kwargs: Any,
+ 90    ) -> AccessToken:
+ 91        """Request a token from each chained credential, in order, returning the first token received.
+ 92
+ 93        If no credential provides a token, raises :class:`azure.core.exceptions.ClientAuthenticationError`
+ 94        with an error message from each credential.
+ 95
+ 96        This method is called automatically by Azure SDK clients.
+ 97
+ 98        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+ 99            For more information about scopes, see
+100            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+101        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+102            claims challenge following an authorization failure.
+103        :keyword str tenant_id: optional tenant to include in the token request.
+104        :keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested
+105            token. Defaults to False.
+106
+107        :return: An access token with the desired scopes.
+108        :rtype: ~azure.core.credentials.AccessToken
+109        :raises ~azure.core.exceptions.ClientAuthenticationError: no credential in the chain provided a token
+110        """
+111
+112        within_credential_chain.set(True)
+113        history = []
+114        for credential in self.credentials:
+115            try:
+116                # Prioritize "get_token". Fall back to "get_token_info" if not available.
+117                if hasattr(credential, "get_token"):
+118                    token = cast(TokenCredential, credential).get_token(
+119                        *scopes, claims=claims, tenant_id=tenant_id, enable_cae=enable_cae, **kwargs
+120                    )
+121                else:
+122                    options: TokenRequestOptions = {}
+123                    if claims:
+124                        options["claims"] = claims
+125                    if tenant_id:
+126                        options["tenant_id"] = tenant_id
+127                    options["enable_cae"] = enable_cae
+128                    token_info = cast(SupportsTokenInfo, credential).get_token_info(*scopes, options=options)
+129                    token = AccessToken(token_info.token, token_info.expires_on)
+130
+131                _LOGGER.info("%s acquired a token from %s", self.__class__.__name__, credential.__class__.__name__)
+132                self._successful_credential = credential
+133                within_credential_chain.set(False)
+134                return token
+135
+136            except CredentialUnavailableError as ex:
+137                # credential didn't attempt authentication because it lacks required data or state -> continue
+138                history.append((credential, ex.message))
+139            except Exception as ex:  # pylint: disable=broad-except
+140                # credential failed to authenticate, or something unexpectedly raised -> break
+141                history.append((credential, str(ex)))
+142                _LOGGER.debug(
+143                    '%s.get_token failed: %s raised unexpected error "%s"',
+144                    self.__class__.__name__,
+145                    credential.__class__.__name__,
+146                    ex,
+147                    exc_info=True,
+148                )
+149                break
+150        within_credential_chain.set(False)
+151        attempts = _get_error_message(history)
+152        message = (
+153            self.__class__.__name__
+154            + " failed to retrieve a token from the included credentials."
+155            + attempts
+156            + "\nTo mitigate this issue, please refer to the troubleshooting guidelines here at "
+157            "https://aka.ms/azsdk/python/identity/defaultazurecredential/troubleshoot."
+158        )
+159        _LOGGER.warning(message)
+160        raise ClientAuthenticationError(message=message)
+
+ + +

Request a token from each chained credential, in order, returning the first token received.

+ +

If no credential provides a token, raises azure.core.exceptions.ClientAuthenticationError +with an error message from each credential.

+ +

This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see +https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword str claims: additional claims required in the token, such as those returned in a resource provider's +claims challenge following an authorization failure. +:keyword str tenant_id: optional tenant to include in the token request. +:keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested +token. Defaults to False.
    • +
+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ +
    +
  • ~azure.core.exceptions.ClientAuthenticationError: no credential in the chain provided a token
    • +
+
+ + +
+
+ +
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
162    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+163        """Request a token from each chained credential, in order, returning the first token received.
+164
+165        If no credential provides a token, raises :class:`azure.core.exceptions.ClientAuthenticationError`
+166        with an error message from each credential.
+167
+168        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+169        on the token. This method is called automatically by Azure SDK clients.
+170
+171        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+172            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+173        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+174        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+175
+176        :rtype: ~azure.core.credentials.AccessTokenInfo
+177        :return: An AccessTokenInfo instance containing information about the token.
+178
+179        :raises ~azure.core.exceptions.ClientAuthenticationError: no credential in the chain provided a token.
+180        """
+181        within_credential_chain.set(True)
+182        history = []
+183        options = options or {}
+184        for credential in self.credentials:
+185            try:
+186                # Prioritize "get_token_info". Fall back to "get_token" if not available.
+187                if hasattr(credential, "get_token_info"):
+188                    token_info = cast(SupportsTokenInfo, credential).get_token_info(*scopes, options=options)
+189                else:
+190                    if options.get("pop"):
+191                        raise CredentialUnavailableError(
+192                            "Proof of possession arguments are not supported for this credential."
+193                        )
+194                    token = cast(TokenCredential, credential).get_token(*scopes, **options)
+195                    token_info = AccessTokenInfo(token=token.token, expires_on=token.expires_on)
+196
+197                _LOGGER.info("%s acquired a token from %s", self.__class__.__name__, credential.__class__.__name__)
+198                self._successful_credential = credential
+199                within_credential_chain.set(False)
+200                return token_info
+201            except CredentialUnavailableError as ex:
+202                # credential didn't attempt authentication because it lacks required data or state -> continue
+203                history.append((credential, ex.message))
+204            except Exception as ex:  # pylint: disable=broad-except
+205                # credential failed to authenticate, or something unexpectedly raised -> break
+206                history.append((credential, str(ex)))
+207                _LOGGER.debug(
+208                    '%s.get_token_info failed: %s raised unexpected error "%s"',
+209                    self.__class__.__name__,
+210                    credential.__class__.__name__,
+211                    ex,
+212                    exc_info=True,
+213                )
+214                break
+215
+216        within_credential_chain.set(False)
+217        attempts = _get_error_message(history)
+218        message = (
+219            self.__class__.__name__
+220            + " failed to retrieve a token from the included credentials."
+221            + attempts
+222            + "\nTo mitigate this issue, please refer to the troubleshooting guidelines here at "
+223            "https://aka.ms/azsdk/python/identity/defaultazurecredential/troubleshoot."
+224        )
+225        _LOGGER.warning(message)
+226        raise ClientAuthenticationError(message=message)
+
+ + +

Request a token from each chained credential, in order, returning the first token received.

+ +

If no credential provides a token, raises azure.core.exceptions.ClientAuthenticationError +with an error message from each credential.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ +
    +
  • ~azure.core.exceptions.ClientAuthenticationError: no credential in the chain provided a token.
    • +
+
+ + +
+
+
+ +
+ + class + ClientAssertionCredential(azure.identity._internal.get_token_mixin.GetTokenMixin): + + + +
+ + 
13class ClientAssertionCredential(GetTokenMixin):
+14    """Authenticates a service principal with a JWT assertion.
+15
+16    This credential is for advanced scenarios. :class:`~azure.identity.CertificateCredential` has a more
+17    convenient API for the most common assertion scenario, authenticating a service principal with a certificate.
+18
+19    :param str tenant_id: ID of the principal's tenant. Also called its "directory" ID.
+20    :param str client_id: The principal's client ID
+21    :param func: A callable that returns a string assertion. The credential will call this every time it
+22        acquires a new token.
+23    :paramtype func: Callable[[], str]
+24
+25    :keyword str authority: Authority of a Microsoft Entra endpoint, for example
+26        "login.microsoftonline.com", the authority for Azure Public Cloud (which is the default).
+27        :class:`~azure.identity.AzureAuthorityHosts` defines authorities for other clouds.
+28    :keyword cache_persistence_options: configuration for persistent token caching. If unspecified, the credential
+29        will cache tokens in memory.
+30    :paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions
+31    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+32        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+33        acquire tokens for any tenant the application can access.
+34
+35    .. admonition:: Example:
+36
+37        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+38            :start-after: [START create_client_assertion_credential]
+39            :end-before: [END create_client_assertion_credential]
+40            :language: python
+41            :dedent: 4
+42            :caption: Create a ClientAssertionCredential.
+43    """
+44
+45    def __init__(self, tenant_id: str, client_id: str, func: Callable[[], str], **kwargs: Any) -> None:
+46        self._func = func
+47        authority = kwargs.pop("authority", None)
+48        cache = kwargs.pop("cache", None)
+49        cae_cache = kwargs.pop("cae_cache", None)
+50        additionally_allowed_tenants = kwargs.pop("additionally_allowed_tenants", None)
+51        self._client = AadClient(
+52            tenant_id,
+53            client_id,
+54            authority=authority,
+55            cache=cache,
+56            cae_cache=cae_cache,
+57            additionally_allowed_tenants=additionally_allowed_tenants,
+58            **kwargs
+59        )
+60        super().__init__()
+61
+62    def __enter__(self) -> "ClientAssertionCredential":
+63        self._client.__enter__()
+64        return self
+65
+66    def __exit__(self, *args: Any) -> None:
+67        self._client.__exit__(*args)
+68
+69    def close(self) -> None:
+70        """Close the credential's underlying HTTP client and release resources."""
+71        self.__exit__()
+72
+73    def _acquire_token_silently(self, *scopes: str, **kwargs: Any) -> Optional[AccessTokenInfo]:
+74        return self._client.get_cached_access_token(scopes, **kwargs)
+75
+76    def _request_token(self, *scopes: str, **kwargs: Any) -> AccessTokenInfo:
+77        assertion = self._func()
+78        token = self._client.obtain_token_by_jwt_assertion(scopes, assertion, **kwargs)
+79        return token
+
+ + +

Authenticates a service principal with a JWT assertion.

+ +

This credential is for advanced scenarios. ~azure.identity.CertificateCredential has a more +convenient API for the most common assertion scenario, authenticating a service principal with a certificate.

+ +
Parameters
+ +
    +
  • str tenant_id: ID of the principal's tenant. Also called its "directory" ID.
    • +
  • str client_id: The principal's client ID
    • +
  • func: A callable that returns a string assertion. The credential will call this every time it +acquires a new token. +:paramtype func: Callable[[], str]
    • +
+ +

:keyword str authority: Authority of a Microsoft Entra endpoint, for example + "login.microsoftonline.com", the authority for Azure Public Cloud (which is the default). + ~azure.identity.AzureAuthorityHosts defines authorities for other clouds. +:keyword cache_persistence_options: configuration for persistent token caching. If unspecified, the credential + will cache tokens in memory. +:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_client_assertion_credential]
+    :end-before: [END create_client_assertion_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create a ClientAssertionCredential.
+
+
+ + +
+ +
+ + ClientAssertionCredential( tenant_id: str, client_id: str, func: Callable[[], str], **kwargs: Any) + + + +
+ + 
45    def __init__(self, tenant_id: str, client_id: str, func: Callable[[], str], **kwargs: Any) -> None:
+46        self._func = func
+47        authority = kwargs.pop("authority", None)
+48        cache = kwargs.pop("cache", None)
+49        cae_cache = kwargs.pop("cae_cache", None)
+50        additionally_allowed_tenants = kwargs.pop("additionally_allowed_tenants", None)
+51        self._client = AadClient(
+52            tenant_id,
+53            client_id,
+54            authority=authority,
+55            cache=cache,
+56            cae_cache=cae_cache,
+57            additionally_allowed_tenants=additionally_allowed_tenants,
+58            **kwargs
+59        )
+60        super().__init__()
+
+ + + + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
69    def close(self) -> None:
+70        """Close the credential's underlying HTTP client and release resources."""
+71        self.__exit__()
+
+ + +

Close the credential's underlying HTTP client and release resources.

+
+ + +
+
+
+ +
+ + class + ClientSecretCredential(azure.identity._internal.client_credential_base.ClientCredentialBase): + + + +
+ + 
10class ClientSecretCredential(ClientCredentialBase):
+11    """Authenticates as a service principal using a client secret.
+12
+13    :param str tenant_id: ID of the service principal's tenant. Also called its "directory" ID.
+14    :param str client_id: The service principal's client ID
+15    :param str client_secret: One of the service principal's client secrets
+16
+17    :keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com",
+18        the authority for Azure Public Cloud (which is the default). :class:`~azure.identity.AzureAuthorityHosts`
+19        defines authorities for other clouds.
+20    :keyword cache_persistence_options: Configuration for persistent token caching. If unspecified, the credential
+21        will cache tokens in memory.
+22    :paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions
+23    :keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting
+24        to authenticate. Setting this to true will completely disable both instance discovery and authority validation.
+25        This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in
+26        private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from
+27        https://login.microsoft.com/ to validate the authority. By setting this to **True**, the validation of the
+28        authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and
+29        trustworthy.
+30    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+31        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+32        acquire tokens for any tenant the application can access.
+33
+34    .. admonition:: Example:
+35
+36        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+37            :start-after: [START create_client_secret_credential]
+38            :end-before: [END create_client_secret_credential]
+39            :language: python
+40            :dedent: 4
+41            :caption: Create a ClientSecretCredential.
+42    """
+43
+44    def __init__(self, tenant_id: str, client_id: str, client_secret: str, **kwargs: Any) -> None:
+45        if not client_id:
+46            raise ValueError("client_id should be the id of a Microsoft Entra application")
+47        if not client_secret:
+48            raise ValueError("secret should be a Microsoft Entra application's client secret")
+49        if not tenant_id:
+50            raise ValueError("tenant_id should be a Microsoft Entra tenant's id (also called its 'directory id')")
+51
+52        super(ClientSecretCredential, self).__init__(
+53            client_id=client_id, client_credential=client_secret, tenant_id=tenant_id, **kwargs
+54        )
+
+ + +

Authenticates as a service principal using a client secret.

+ +
Parameters
+ +
    +
  • str tenant_id: ID of the service principal's tenant. Also called its "directory" ID.
    • +
  • str client_id: The service principal's client ID
    • +
  • str client_secret: One of the service principal's client secrets
    • +
+ +

:keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com", + the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts + defines authorities for other clouds. +:keyword cache_persistence_options: Configuration for persistent token caching. If unspecified, the credential + will cache tokens in memory. +:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions +:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting + to authenticate. Setting this to true will completely disable both instance discovery and authority validation. + This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in + private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from + https://login.microsoft.com/ to validate the authority. By setting this to True, the validation of the + authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and + trustworthy. +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_client_secret_credential]
+    :end-before: [END create_client_secret_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create a ClientSecretCredential.
+
+
+ + +
+ +
+ + ClientSecretCredential(tenant_id: str, client_id: str, client_secret: str, **kwargs: Any) + + + +
+ + 
44    def __init__(self, tenant_id: str, client_id: str, client_secret: str, **kwargs: Any) -> None:
+45        if not client_id:
+46            raise ValueError("client_id should be the id of a Microsoft Entra application")
+47        if not client_secret:
+48            raise ValueError("secret should be a Microsoft Entra application's client secret")
+49        if not tenant_id:
+50            raise ValueError("tenant_id should be a Microsoft Entra tenant's id (also called its 'directory id')")
+51
+52        super(ClientSecretCredential, self).__init__(
+53            client_id=client_id, client_credential=client_secret, tenant_id=tenant_id, **kwargs
+54        )
+
+ + + + +
+
+
+ +
+ + class + CredentialUnavailableError(azure.core.exceptions.ClientAuthenticationError): + + + +
+ + 
11class CredentialUnavailableError(ClientAuthenticationError):
+12    """The credential did not attempt to authenticate because required data or state is unavailable."""
+
+ + +

The credential did not attempt to authenticate because required data or state is unavailable.

+
+ + +
+
+ +
+ + class + DefaultAzureCredential(azure.identity.ChainedTokenCredential): + + + +
+ + 
 61class DefaultAzureCredential(ChainedTokenCredential):
+ 62    """A credential capable of handling most Azure SDK authentication scenarios. For more information, See
+ 63    `Usage guidance for DefaultAzureCredential
+ 64    <"https://aka.ms/azsdk/python/identity/credential-chains#usage-guidance-for-defaultazurecredential">`__.
+ 65
+ 66    The identity it uses depends on the environment. When an access token is needed, it requests one using these
+ 67    identities in turn, stopping when one provides a token:
+ 68
+ 69    1. A service principal configured by environment variables. See :class:`~azure.identity.EnvironmentCredential` for
+ 70       more details.
+ 71    2. WorkloadIdentityCredential if environment variable configuration is set by the Azure workload
+ 72       identity webhook.
+ 73    3. An Azure managed identity. See :class:`~azure.identity.ManagedIdentityCredential` for more details.
+ 74    4. On Windows only: a user who has signed in with a Microsoft application, such as Visual Studio. If multiple
+ 75       identities are in the cache, then the value of  the environment variable ``AZURE_USERNAME`` is used to select
+ 76       which identity to use. See :class:`~azure.identity.SharedTokenCacheCredential` for more details.
+ 77    5. The identity currently logged in to the Azure CLI.
+ 78    6. The identity currently logged in to Azure PowerShell.
+ 79    7. The identity currently logged in to the Azure Developer CLI.
+ 80    8. Brokered authentication. On Windows and WSL only, this uses the default account logged in via
+ 81       Web Account Manager (WAM) if the `azure-identity-broker` package is installed.
+ 82
+ 83    This default behavior is configurable with keyword arguments.
+ 84
+ 85    :keyword str authority: Authority of a Microsoft Entra endpoint, for example 'login.microsoftonline.com',
+ 86        the authority for Azure Public Cloud (which is the default). :class:`~azure.identity.AzureAuthorityHosts`
+ 87        defines authorities for other clouds. Managed identities ignore this because they reside in a single cloud.
+ 88    :keyword bool exclude_workload_identity_credential: Whether to exclude the workload identity from the credential.
+ 89        Defaults to **False**.
+ 90    :keyword bool exclude_developer_cli_credential: Whether to exclude the Azure Developer CLI
+ 91        from the credential. Defaults to **False**.
+ 92    :keyword bool exclude_cli_credential: Whether to exclude the Azure CLI from the credential. Defaults to **False**.
+ 93    :keyword bool exclude_environment_credential: Whether to exclude a service principal configured by environment
+ 94        variables from the credential. Defaults to **False**.
+ 95    :keyword bool exclude_managed_identity_credential: Whether to exclude managed identity from the credential.
+ 96        Defaults to **False**.
+ 97    :keyword bool exclude_powershell_credential: Whether to exclude Azure PowerShell. Defaults to **False**.
+ 98    :keyword bool exclude_visual_studio_code_credential: Whether to exclude stored credential from VS Code.
+ 99        Defaults to **True**.
+100    :keyword bool exclude_shared_token_cache_credential: Whether to exclude the shared token cache. Defaults to
+101        **False**.
+102    :keyword bool exclude_interactive_browser_credential: Whether to exclude interactive browser authentication (see
+103        :class:`~azure.identity.InteractiveBrowserCredential`). Defaults to **True**.
+104    :keyword bool exclude_broker_credential: Whether to exclude the broker credential from the credential chain.
+105        Defaults to **False**.
+106    :keyword str interactive_browser_tenant_id: Tenant ID to use when authenticating a user through
+107        :class:`~azure.identity.InteractiveBrowserCredential`. Defaults to the value of environment variable
+108        AZURE_TENANT_ID, if any. If unspecified, users will authenticate in their home tenants.
+109    :keyword str broker_tenant_id: The tenant ID to use when using brokered authentication. Defaults to the value of
+110        environment variable AZURE_TENANT_ID, if any. If unspecified, users will authenticate in their home tenants.
+111    :keyword str managed_identity_client_id: The client ID of a user-assigned managed identity. Defaults to the value
+112        of the environment variable AZURE_CLIENT_ID, if any. If not specified, a system-assigned identity will be used.
+113    :keyword str workload_identity_client_id: The client ID of an identity assigned to the pod. Defaults to the value
+114        of the environment variable AZURE_CLIENT_ID, if any. If not specified, the pod's default identity will be used.
+115    :keyword str workload_identity_tenant_id: Preferred tenant for :class:`~azure.identity.WorkloadIdentityCredential`.
+116        Defaults to the value of environment variable AZURE_TENANT_ID, if any.
+117    :keyword str interactive_browser_client_id: The client ID to be used in interactive browser credential. If not
+118        specified, users will authenticate to an Azure development application.
+119    :keyword str broker_client_id: The client ID to be used in brokered authentication. If not specified, users will
+120        authenticate to an Azure development application.
+121    :keyword str shared_cache_username: Preferred username for :class:`~azure.identity.SharedTokenCacheCredential`.
+122        Defaults to the value of environment variable AZURE_USERNAME, if any.
+123    :keyword str shared_cache_tenant_id: Preferred tenant for :class:`~azure.identity.SharedTokenCacheCredential`.
+124        Defaults to the value of environment variable AZURE_TENANT_ID, if any.
+125    :keyword str visual_studio_code_tenant_id: Tenant ID to use when authenticating with
+126        :class:`~azure.identity.VisualStudioCodeCredential`. Defaults to the tenant specified in the authentication
+127        record file used by the Azure Resources extension.
+128    :keyword int process_timeout: The timeout in seconds to use for developer credentials that run
+129        subprocesses (e.g. AzureCliCredential, AzurePowerShellCredential). Defaults to **10** seconds.
+130
+131    .. admonition:: Example:
+132
+133        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+134            :start-after: [START create_default_credential]
+135            :end-before: [END create_default_credential]
+136            :language: python
+137            :dedent: 4
+138            :caption: Create a DefaultAzureCredential.
+139    """
+140
+141    def __init__(self, **kwargs: Any) -> None:  # pylint: disable=too-many-statements, too-many-locals
+142        if "tenant_id" in kwargs:
+143            raise TypeError("'tenant_id' is not supported in DefaultAzureCredential.")
+144
+145        authority = kwargs.pop("authority", None)
+146        authority = normalize_authority(authority) if authority else get_default_authority()
+147
+148        vscode_tenant_id = kwargs.pop("visual_studio_code_tenant_id", None)
+149
+150        interactive_browser_tenant_id = kwargs.pop(
+151            "interactive_browser_tenant_id", os.environ.get(EnvironmentVariables.AZURE_TENANT_ID)
+152        )
+153
+154        managed_identity_client_id = kwargs.pop(
+155            "managed_identity_client_id", os.environ.get(EnvironmentVariables.AZURE_CLIENT_ID)
+156        )
+157        workload_identity_client_id = kwargs.pop("workload_identity_client_id", managed_identity_client_id)
+158        workload_identity_tenant_id = kwargs.pop(
+159            "workload_identity_tenant_id", os.environ.get(EnvironmentVariables.AZURE_TENANT_ID)
+160        )
+161        interactive_browser_client_id = kwargs.pop("interactive_browser_client_id", None)
+162
+163        broker_tenant_id = kwargs.pop("broker_tenant_id", os.environ.get(EnvironmentVariables.AZURE_TENANT_ID))
+164        broker_client_id = kwargs.pop("broker_client_id", None)
+165
+166        shared_cache_username = kwargs.pop("shared_cache_username", os.environ.get(EnvironmentVariables.AZURE_USERNAME))
+167        shared_cache_tenant_id = kwargs.pop(
+168            "shared_cache_tenant_id", os.environ.get(EnvironmentVariables.AZURE_TENANT_ID)
+169        )
+170
+171        process_timeout = kwargs.pop("process_timeout", 10)
+172
+173        # Define credential configuration mapping
+174        credential_config = {
+175            "environment": {
+176                "exclude_param": "exclude_environment_credential",
+177                "env_name": "environmentcredential",
+178                "default_exclude": False,
+179            },
+180            "workload_identity": {
+181                "exclude_param": "exclude_workload_identity_credential",
+182                "env_name": "workloadidentitycredential",
+183                "default_exclude": False,
+184            },
+185            "managed_identity": {
+186                "exclude_param": "exclude_managed_identity_credential",
+187                "env_name": "managedidentitycredential",
+188                "default_exclude": False,
+189            },
+190            "shared_token_cache": {
+191                "exclude_param": "exclude_shared_token_cache_credential",
+192                "default_exclude": False,
+193            },
+194            "visual_studio_code": {
+195                "exclude_param": "exclude_visual_studio_code_credential",
+196                "env_name": "visualstudiocodecredential",
+197                "default_exclude": False,
+198            },
+199            "cli": {
+200                "exclude_param": "exclude_cli_credential",
+201                "env_name": "azureclicredential",
+202                "default_exclude": False,
+203            },
+204            "developer_cli": {
+205                "exclude_param": "exclude_developer_cli_credential",
+206                "env_name": "azuredeveloperclicredential",
+207                "default_exclude": False,
+208            },
+209            "powershell": {
+210                "exclude_param": "exclude_powershell_credential",
+211                "env_name": "azurepowershellcredential",
+212                "default_exclude": False,
+213            },
+214            "interactive_browser": {
+215                "exclude_param": "exclude_interactive_browser_credential",
+216                "env_name": "interactivebrowsercredential",
+217                "default_exclude": True,
+218            },
+219            "broker": {
+220                "exclude_param": "exclude_broker_credential",
+221                "default_exclude": False,
+222            },
+223        }
+224
+225        # Extract user-provided exclude flags and set defaults
+226        exclude_flags = {}
+227        user_excludes = {}
+228        for cred_key, config in credential_config.items():
+229            param_name = cast(str, config["exclude_param"])
+230            user_excludes[cred_key] = kwargs.pop(param_name, None)
+231            exclude_flags[cred_key] = config["default_exclude"]
+232
+233        # Process AZURE_TOKEN_CREDENTIALS environment variable and apply user overrides
+234        exclude_flags = process_credential_exclusions(credential_config, exclude_flags, user_excludes)
+235
+236        # Extract individual exclude flags for backward compatibility
+237        exclude_environment_credential = exclude_flags["environment"]
+238        exclude_workload_identity_credential = exclude_flags["workload_identity"]
+239        exclude_managed_identity_credential = exclude_flags["managed_identity"]
+240        exclude_shared_token_cache_credential = exclude_flags["shared_token_cache"]
+241        exclude_visual_studio_code_credential = exclude_flags["visual_studio_code"]
+242        exclude_cli_credential = exclude_flags["cli"]
+243        exclude_developer_cli_credential = exclude_flags["developer_cli"]
+244        exclude_powershell_credential = exclude_flags["powershell"]
+245        exclude_interactive_browser_credential = exclude_flags["interactive_browser"]
+246        exclude_broker_credential = exclude_flags["broker"]
+247
+248        credentials: List[SupportsTokenInfo] = []
+249        within_dac.set(True)
+250        if not exclude_environment_credential:
+251            credentials.append(EnvironmentCredential(authority=authority, _within_dac=True, **kwargs))
+252        if not exclude_workload_identity_credential:
+253            try:
+254                credentials.append(
+255                    WorkloadIdentityCredential(
+256                        client_id=cast(str, workload_identity_client_id),
+257                        tenant_id=workload_identity_tenant_id,
+258                        token_file_path=os.environ.get(EnvironmentVariables.AZURE_FEDERATED_TOKEN_FILE),
+259                        **kwargs,
+260                    )
+261                )
+262            except ValueError as ex:
+263                credentials.append(FailedDACCredential("WorkloadIdentityCredential", error=str(ex)))
+264        if not exclude_managed_identity_credential:
+265            credentials.append(
+266                ManagedIdentityCredential(
+267                    client_id=managed_identity_client_id,
+268                    _exclude_workload_identity_credential=exclude_workload_identity_credential,
+269                    **kwargs,
+270                )
+271            )
+272        if not exclude_shared_token_cache_credential and SharedTokenCacheCredential.supported():
+273            try:
+274                # username and/or tenant_id are only required when the cache contains tokens for multiple identities
+275                shared_cache = SharedTokenCacheCredential(
+276                    username=shared_cache_username, tenant_id=shared_cache_tenant_id, authority=authority, **kwargs
+277                )
+278                credentials.append(shared_cache)
+279            except Exception as ex:  # pylint:disable=broad-except
+280                _LOGGER.info("Shared token cache is unavailable: '%s'", ex)
+281        if not exclude_visual_studio_code_credential:
+282            credentials.append(VisualStudioCodeCredential(tenant_id=vscode_tenant_id))
+283        if not exclude_cli_credential:
+284            credentials.append(AzureCliCredential(process_timeout=process_timeout))
+285        if not exclude_powershell_credential:
+286            credentials.append(AzurePowerShellCredential(process_timeout=process_timeout))
+287        if not exclude_developer_cli_credential:
+288            credentials.append(AzureDeveloperCliCredential(process_timeout=process_timeout))
+289        if not exclude_interactive_browser_credential:
+290            if interactive_browser_client_id:
+291                credentials.append(
+292                    InteractiveBrowserCredential(
+293                        tenant_id=interactive_browser_tenant_id, client_id=interactive_browser_client_id, **kwargs
+294                    )
+295                )
+296            else:
+297                credentials.append(InteractiveBrowserCredential(tenant_id=interactive_browser_tenant_id, **kwargs))
+298        if not exclude_broker_credential:
+299            broker_credential_args = {"tenant_id": broker_tenant_id, **kwargs}
+300            if broker_client_id:
+301                broker_credential_args["client_id"] = broker_client_id
+302            credentials.append(BrokerCredential(**broker_credential_args))
+303
+304        within_dac.set(False)
+305        super(DefaultAzureCredential, self).__init__(*credentials)
+306
+307    def get_token(
+308        self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any
+309    ) -> AccessToken:
+310        """Request an access token for `scopes`.
+311
+312        This method is called automatically by Azure SDK clients.
+313
+314        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+315            For more information about scopes, see
+316            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+317        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+318            claims challenge following an authorization failure.
+319        :keyword str tenant_id: optional tenant to include in the token request.
+320
+321        :return: An access token with the desired scopes.
+322        :rtype: ~azure.core.credentials.AccessToken
+323
+324        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The exception has a
+325            `message` attribute listing each authentication attempt and its error message.
+326        """
+327        if self._successful_credential:
+328            token = cast(TokenCredential, self._successful_credential).get_token(
+329                *scopes, claims=claims, tenant_id=tenant_id, **kwargs
+330            )
+331            _LOGGER.info(
+332                "%s acquired a token from %s", self.__class__.__name__, self._successful_credential.__class__.__name__
+333            )
+334            return token
+335        within_dac.set(True)
+336        try:
+337            token = super().get_token(*scopes, claims=claims, tenant_id=tenant_id, **kwargs)
+338        finally:
+339            within_dac.set(False)
+340        return token
+341
+342    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+343        """Request an access token for `scopes`.
+344
+345        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+346        on the token. This method is called automatically by Azure SDK clients.
+347
+348        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+349            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+350        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+351        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+352
+353        :rtype: ~azure.core.credentials.AccessTokenInfo
+354        :return: An AccessTokenInfo instance containing information about the token.
+355
+356        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The exception has a
+357           `message` attribute listing each authentication attempt and its error message.
+358        """
+359        if self._successful_credential:
+360            token_info = cast(SupportsTokenInfo, self._successful_credential).get_token_info(*scopes, options=options)
+361            _LOGGER.info(
+362                "%s acquired a token from %s", self.__class__.__name__, self._successful_credential.__class__.__name__
+363            )
+364            return token_info
+365
+366        within_dac.set(True)
+367        try:
+368            token_info = cast(SupportsTokenInfo, super()).get_token_info(*scopes, options=options)
+369        finally:
+370            within_dac.set(False)
+371        return token_info
+
+ + +

A credential capable of handling most Azure SDK authentication scenarios. For more information, See +Usage guidance for DefaultAzureCredential +_.

+ +

The identity it uses depends on the environment. When an access token is needed, it requests one using these +identities in turn, stopping when one provides a token:

+ +
    +
  1. A service principal configured by environment variables. See ~azure.identity.EnvironmentCredential for +more details.
    2. +
  2. WorkloadIdentityCredential if environment variable configuration is set by the Azure workload +identity webhook.
    3. +
  3. An Azure managed identity. See ~azure.identity.ManagedIdentityCredential for more details.
    4. +
  4. On Windows only: a user who has signed in with a Microsoft application, such as Visual Studio. If multiple +identities are in the cache, then the value of the environment variable AZURE_USERNAME is used to select +which identity to use. See ~azure.identity.SharedTokenCacheCredential for more details.
    5. +
  5. The identity currently logged in to the Azure CLI.
    6. +
  6. The identity currently logged in to Azure PowerShell.
    7. +
  7. The identity currently logged in to the Azure Developer CLI.
    8. +
  8. Brokered authentication. On Windows and WSL only, this uses the default account logged in via +Web Account Manager (WAM) if the azure-identity-broker package is installed.
    9. +
+ +

This default behavior is configurable with keyword arguments.

+ +

:keyword str authority: Authority of a Microsoft Entra endpoint, for example 'login.microsoftonline.com', + the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts + defines authorities for other clouds. Managed identities ignore this because they reside in a single cloud. +:keyword bool exclude_workload_identity_credential: Whether to exclude the workload identity from the credential. + Defaults to **False**. +:keyword bool exclude_developer_cli_credential: Whether to exclude the Azure Developer CLI + from the credential. Defaults to False. +:keyword bool exclude_cli_credential: Whether to exclude the Azure CLI from the credential. Defaults to *False*. +:keyword bool exclude_environment_credential: Whether to exclude a service principal configured by environment + variables from the credential. Defaults to *False*. +:keyword bool exclude_managed_identity_credential: Whether to exclude managed identity from the credential. + Defaults to *False*. +:keyword bool exclude_powershell_credential: Whether to exclude Azure PowerShell. Defaults to *False*. +:keyword bool exclude_visual_studio_code_credential: Whether to exclude stored credential from VS Code. + Defaults to *True*. +:keyword bool exclude_shared_token_cache_credential: Whether to exclude the shared token cache. Defaults to + *False*. +:keyword bool exclude_interactive_browser_credential: Whether to exclude interactive browser authentication (see + ~azure.identity.InteractiveBrowserCredential). Defaults to *True*. +:keyword bool exclude_broker_credential: Whether to exclude the broker credential from the credential chain. + Defaults to *False*. +:keyword str interactive_browser_tenant_id: Tenant ID to use when authenticating a user through + ~azure.identity.InteractiveBrowserCredential. Defaults to the value of environment variable + AZURE_TENANT_ID, if any. If unspecified, users will authenticate in their home tenants. +:keyword str broker_tenant_id: The tenant ID to use when using brokered authentication. Defaults to the value of + environment variable AZURE_TENANT_ID, if any. If unspecified, users will authenticate in their home tenants. +:keyword str managed_identity_client_id: The client ID of a user-assigned managed identity. Defaults to the value + of the environment variable AZURE_CLIENT_ID, if any. If not specified, a system-assigned identity will be used. +:keyword str workload_identity_client_id: The client ID of an identity assigned to the pod. Defaults to the value + of the environment variable AZURE_CLIENT_ID, if any. If not specified, the pod's default identity will be used. +:keyword str workload_identity_tenant_id: Preferred tenant for ~azure.identity.WorkloadIdentityCredential. + Defaults to the value of environment variable AZURE_TENANT_ID, if any. +:keyword str interactive_browser_client_id: The client ID to be used in interactive browser credential. If not + specified, users will authenticate to an Azure development application. +:keyword str broker_client_id: The client ID to be used in brokered authentication. If not specified, users will + authenticate to an Azure development application. +:keyword str shared_cache_username: Preferred username for ~azure.identity.SharedTokenCacheCredential. + Defaults to the value of environment variable AZURE_USERNAME, if any. +:keyword str shared_cache_tenant_id: Preferred tenant for ~azure.identity.SharedTokenCacheCredential. + Defaults to the value of environment variable AZURE_TENANT_ID, if any. +:keyword str visual_studio_code_tenant_id: Tenant ID to use when authenticating with + ~azure.identity.VisualStudioCodeCredential. Defaults to the tenant specified in the authentication + record file used by the Azure Resources extension. +:keyword int process_timeout: The timeout in seconds to use for developer credentials that run + subprocesses (e.g. AzureCliCredential, AzurePowerShellCredential). Defaults to *10* seconds.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_default_credential]
+    :end-before: [END create_default_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create a DefaultAzureCredential.
+
+
+ + +
+ +
+ + DefaultAzureCredential(**kwargs: Any) + + + +
+ + 
141    def __init__(self, **kwargs: Any) -> None:  # pylint: disable=too-many-statements, too-many-locals
+142        if "tenant_id" in kwargs:
+143            raise TypeError("'tenant_id' is not supported in DefaultAzureCredential.")
+144
+145        authority = kwargs.pop("authority", None)
+146        authority = normalize_authority(authority) if authority else get_default_authority()
+147
+148        vscode_tenant_id = kwargs.pop("visual_studio_code_tenant_id", None)
+149
+150        interactive_browser_tenant_id = kwargs.pop(
+151            "interactive_browser_tenant_id", os.environ.get(EnvironmentVariables.AZURE_TENANT_ID)
+152        )
+153
+154        managed_identity_client_id = kwargs.pop(
+155            "managed_identity_client_id", os.environ.get(EnvironmentVariables.AZURE_CLIENT_ID)
+156        )
+157        workload_identity_client_id = kwargs.pop("workload_identity_client_id", managed_identity_client_id)
+158        workload_identity_tenant_id = kwargs.pop(
+159            "workload_identity_tenant_id", os.environ.get(EnvironmentVariables.AZURE_TENANT_ID)
+160        )
+161        interactive_browser_client_id = kwargs.pop("interactive_browser_client_id", None)
+162
+163        broker_tenant_id = kwargs.pop("broker_tenant_id", os.environ.get(EnvironmentVariables.AZURE_TENANT_ID))
+164        broker_client_id = kwargs.pop("broker_client_id", None)
+165
+166        shared_cache_username = kwargs.pop("shared_cache_username", os.environ.get(EnvironmentVariables.AZURE_USERNAME))
+167        shared_cache_tenant_id = kwargs.pop(
+168            "shared_cache_tenant_id", os.environ.get(EnvironmentVariables.AZURE_TENANT_ID)
+169        )
+170
+171        process_timeout = kwargs.pop("process_timeout", 10)
+172
+173        # Define credential configuration mapping
+174        credential_config = {
+175            "environment": {
+176                "exclude_param": "exclude_environment_credential",
+177                "env_name": "environmentcredential",
+178                "default_exclude": False,
+179            },
+180            "workload_identity": {
+181                "exclude_param": "exclude_workload_identity_credential",
+182                "env_name": "workloadidentitycredential",
+183                "default_exclude": False,
+184            },
+185            "managed_identity": {
+186                "exclude_param": "exclude_managed_identity_credential",
+187                "env_name": "managedidentitycredential",
+188                "default_exclude": False,
+189            },
+190            "shared_token_cache": {
+191                "exclude_param": "exclude_shared_token_cache_credential",
+192                "default_exclude": False,
+193            },
+194            "visual_studio_code": {
+195                "exclude_param": "exclude_visual_studio_code_credential",
+196                "env_name": "visualstudiocodecredential",
+197                "default_exclude": False,
+198            },
+199            "cli": {
+200                "exclude_param": "exclude_cli_credential",
+201                "env_name": "azureclicredential",
+202                "default_exclude": False,
+203            },
+204            "developer_cli": {
+205                "exclude_param": "exclude_developer_cli_credential",
+206                "env_name": "azuredeveloperclicredential",
+207                "default_exclude": False,
+208            },
+209            "powershell": {
+210                "exclude_param": "exclude_powershell_credential",
+211                "env_name": "azurepowershellcredential",
+212                "default_exclude": False,
+213            },
+214            "interactive_browser": {
+215                "exclude_param": "exclude_interactive_browser_credential",
+216                "env_name": "interactivebrowsercredential",
+217                "default_exclude": True,
+218            },
+219            "broker": {
+220                "exclude_param": "exclude_broker_credential",
+221                "default_exclude": False,
+222            },
+223        }
+224
+225        # Extract user-provided exclude flags and set defaults
+226        exclude_flags = {}
+227        user_excludes = {}
+228        for cred_key, config in credential_config.items():
+229            param_name = cast(str, config["exclude_param"])
+230            user_excludes[cred_key] = kwargs.pop(param_name, None)
+231            exclude_flags[cred_key] = config["default_exclude"]
+232
+233        # Process AZURE_TOKEN_CREDENTIALS environment variable and apply user overrides
+234        exclude_flags = process_credential_exclusions(credential_config, exclude_flags, user_excludes)
+235
+236        # Extract individual exclude flags for backward compatibility
+237        exclude_environment_credential = exclude_flags["environment"]
+238        exclude_workload_identity_credential = exclude_flags["workload_identity"]
+239        exclude_managed_identity_credential = exclude_flags["managed_identity"]
+240        exclude_shared_token_cache_credential = exclude_flags["shared_token_cache"]
+241        exclude_visual_studio_code_credential = exclude_flags["visual_studio_code"]
+242        exclude_cli_credential = exclude_flags["cli"]
+243        exclude_developer_cli_credential = exclude_flags["developer_cli"]
+244        exclude_powershell_credential = exclude_flags["powershell"]
+245        exclude_interactive_browser_credential = exclude_flags["interactive_browser"]
+246        exclude_broker_credential = exclude_flags["broker"]
+247
+248        credentials: List[SupportsTokenInfo] = []
+249        within_dac.set(True)
+250        if not exclude_environment_credential:
+251            credentials.append(EnvironmentCredential(authority=authority, _within_dac=True, **kwargs))
+252        if not exclude_workload_identity_credential:
+253            try:
+254                credentials.append(
+255                    WorkloadIdentityCredential(
+256                        client_id=cast(str, workload_identity_client_id),
+257                        tenant_id=workload_identity_tenant_id,
+258                        token_file_path=os.environ.get(EnvironmentVariables.AZURE_FEDERATED_TOKEN_FILE),
+259                        **kwargs,
+260                    )
+261                )
+262            except ValueError as ex:
+263                credentials.append(FailedDACCredential("WorkloadIdentityCredential", error=str(ex)))
+264        if not exclude_managed_identity_credential:
+265            credentials.append(
+266                ManagedIdentityCredential(
+267                    client_id=managed_identity_client_id,
+268                    _exclude_workload_identity_credential=exclude_workload_identity_credential,
+269                    **kwargs,
+270                )
+271            )
+272        if not exclude_shared_token_cache_credential and SharedTokenCacheCredential.supported():
+273            try:
+274                # username and/or tenant_id are only required when the cache contains tokens for multiple identities
+275                shared_cache = SharedTokenCacheCredential(
+276                    username=shared_cache_username, tenant_id=shared_cache_tenant_id, authority=authority, **kwargs
+277                )
+278                credentials.append(shared_cache)
+279            except Exception as ex:  # pylint:disable=broad-except
+280                _LOGGER.info("Shared token cache is unavailable: '%s'", ex)
+281        if not exclude_visual_studio_code_credential:
+282            credentials.append(VisualStudioCodeCredential(tenant_id=vscode_tenant_id))
+283        if not exclude_cli_credential:
+284            credentials.append(AzureCliCredential(process_timeout=process_timeout))
+285        if not exclude_powershell_credential:
+286            credentials.append(AzurePowerShellCredential(process_timeout=process_timeout))
+287        if not exclude_developer_cli_credential:
+288            credentials.append(AzureDeveloperCliCredential(process_timeout=process_timeout))
+289        if not exclude_interactive_browser_credential:
+290            if interactive_browser_client_id:
+291                credentials.append(
+292                    InteractiveBrowserCredential(
+293                        tenant_id=interactive_browser_tenant_id, client_id=interactive_browser_client_id, **kwargs
+294                    )
+295                )
+296            else:
+297                credentials.append(InteractiveBrowserCredential(tenant_id=interactive_browser_tenant_id, **kwargs))
+298        if not exclude_broker_credential:
+299            broker_credential_args = {"tenant_id": broker_tenant_id, **kwargs}
+300            if broker_client_id:
+301                broker_credential_args["client_id"] = broker_client_id
+302            credentials.append(BrokerCredential(**broker_credential_args))
+303
+304        within_dac.set(False)
+305        super(DefaultAzureCredential, self).__init__(*credentials)
+
+ + + + +
+
+ +
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
307    def get_token(
+308        self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any
+309    ) -> AccessToken:
+310        """Request an access token for `scopes`.
+311
+312        This method is called automatically by Azure SDK clients.
+313
+314        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+315            For more information about scopes, see
+316            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+317        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+318            claims challenge following an authorization failure.
+319        :keyword str tenant_id: optional tenant to include in the token request.
+320
+321        :return: An access token with the desired scopes.
+322        :rtype: ~azure.core.credentials.AccessToken
+323
+324        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The exception has a
+325            `message` attribute listing each authentication attempt and its error message.
+326        """
+327        if self._successful_credential:
+328            token = cast(TokenCredential, self._successful_credential).get_token(
+329                *scopes, claims=claims, tenant_id=tenant_id, **kwargs
+330            )
+331            _LOGGER.info(
+332                "%s acquired a token from %s", self.__class__.__name__, self._successful_credential.__class__.__name__
+333            )
+334            return token
+335        within_dac.set(True)
+336        try:
+337            token = super().get_token(*scopes, claims=claims, tenant_id=tenant_id, **kwargs)
+338        finally:
+339            within_dac.set(False)
+340        return token
+
+ + +

Request an access token for scopes.

+ +

This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see +https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword str claims: additional claims required in the token, such as those returned in a resource provider's +claims challenge following an authorization failure. +:keyword str tenant_id: optional tenant to include in the token request.
    • +
+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ +
    +
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The exception has a +message attribute listing each authentication attempt and its error message.
    • +
+
+ + +
+
+ +
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
342    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+343        """Request an access token for `scopes`.
+344
+345        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+346        on the token. This method is called automatically by Azure SDK clients.
+347
+348        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+349            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+350        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+351        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+352
+353        :rtype: ~azure.core.credentials.AccessTokenInfo
+354        :return: An AccessTokenInfo instance containing information about the token.
+355
+356        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The exception has a
+357           `message` attribute listing each authentication attempt and its error message.
+358        """
+359        if self._successful_credential:
+360            token_info = cast(SupportsTokenInfo, self._successful_credential).get_token_info(*scopes, options=options)
+361            _LOGGER.info(
+362                "%s acquired a token from %s", self.__class__.__name__, self._successful_credential.__class__.__name__
+363            )
+364            return token_info
+365
+366        within_dac.set(True)
+367        try:
+368            token_info = cast(SupportsTokenInfo, super()).get_token_info(*scopes, options=options)
+369        finally:
+370            within_dac.set(False)
+371        return token_info
+
+ + +

Request an access token for scopes.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ +
    +
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The exception has a +message attribute listing each authentication attempt and its error message.
    • +
+
+ + +
+
+
+ +
+ + class + DeviceCodeCredential(azure.identity._internal.interactive.InteractiveCredential): + + + +
+ + 
 16class DeviceCodeCredential(InteractiveCredential):
+ 17    """Authenticates users through the device code flow.
+ 18
+ 19    When :func:`get_token` is called, this credential acquires a verification URL and code from Microsoft Entra ID.
+ 20    A user must browse to the URL, enter the code, and authenticate with Microsoft Entra ID. If the user
+ 21    authenticates successfully, the credential receives an access token.
+ 22
+ 23    This credential is primarily useful for authenticating a user in an environment without a web browser, such as an
+ 24    SSH session. If a web browser is available, :class:`~azure.identity.InteractiveBrowserCredential` is more
+ 25    convenient because it automatically opens a browser to the login page.
+ 26
+ 27    :param str client_id: Client ID of the Microsoft Entra application that users will sign into. It is recommended
+ 28        that developers register their applications and assign appropriate roles. For more information,
+ 29        visit https://aka.ms/azsdk/identity/AppRegistrationAndRoleAssignment. If not specified, users will
+ 30        authenticate to an Azure development application, which is not recommended for production scenarios.
+ 31    :keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com",
+ 32        the authority for Azure Public Cloud (which is the default). :class:`~azure.identity.AzureAuthorityHosts`
+ 33        defines authorities for other clouds.
+ 34    :keyword str tenant_id: a Microsoft Entra tenant ID. Defaults to the "organizations" tenant, which can
+ 35        authenticate work or school accounts. **Required for single-tenant applications.**
+ 36    :keyword int timeout: seconds to wait for the user to authenticate. Defaults to the validity period of the
+ 37        device code as set by Microsoft Entra ID, which also prevails when **timeout** is longer.
+ 38    :keyword prompt_callback: A callback enabling control of how authentication
+ 39        instructions are presented. Must accept arguments (``verification_uri``, ``user_code``, ``expires_on``):
+ 40
+ 41        - ``verification_uri`` (str) the URL the user must visit
+ 42        - ``user_code`` (str) the code the user must enter there
+ 43        - ``expires_on`` (datetime.datetime) the UTC time at which the code will expire
+ 44
+ 45        If this argument isn't provided, the credential will print instructions to stdout.
+ 46    :paramtype prompt_callback: Callable[str, str, ~datetime.datetime]
+ 47    :keyword AuthenticationRecord authentication_record: :class:`AuthenticationRecord` returned by :func:`authenticate`
+ 48    :keyword bool disable_automatic_authentication: if True, :func:`get_token` will raise
+ 49        :class:`AuthenticationRequiredError` when user interaction is required to acquire a token. Defaults to False.
+ 50    :keyword cache_persistence_options: configuration for persistent token caching. If unspecified, the credential
+ 51        will cache tokens in memory.
+ 52    :paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions
+ 53    :keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting
+ 54        to authenticate. Setting this to true will completely disable both instance discovery and authority validation.
+ 55        This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in
+ 56        private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from
+ 57        https://login.microsoft.com/ to validate the authority. By setting this to **True**, the validation of the
+ 58        authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and
+ 59        trustworthy.
+ 60    :keyword bool enable_support_logging: Enables additional support logging in the underlying MSAL library.
+ 61        This logging potentially contains personally identifiable information and is intended to be used only for
+ 62        troubleshooting purposes.
+ 63
+ 64    .. admonition:: Example:
+ 65
+ 66        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 67            :start-after: [START create_device_code_credential]
+ 68            :end-before: [END create_device_code_credential]
+ 69            :language: python
+ 70            :dedent: 4
+ 71            :caption: Create a DeviceCodeCredential.
+ 72    """
+ 73
+ 74    def __init__(
+ 75        self,
+ 76        client_id: str = DEVELOPER_SIGN_ON_CLIENT_ID,
+ 77        *,
+ 78        timeout: Optional[int] = None,
+ 79        prompt_callback: Optional[Callable[[str, str, datetime], None]] = None,
+ 80        **kwargs: Any
+ 81    ) -> None:
+ 82        self._timeout = timeout
+ 83        self._prompt_callback = prompt_callback
+ 84        super(DeviceCodeCredential, self).__init__(client_id=client_id, **kwargs)
+ 85
+ 86    @wrap_exceptions
+ 87    def _request_token(self, *scopes: str, **kwargs: Any) -> Dict:
+ 88        # MSAL requires scopes be a list
+ 89        scopes = list(scopes)  # type: ignore
+ 90
+ 91        app = self._get_app(**kwargs)
+ 92        flow = app.initiate_device_flow(scopes)
+ 93        if "error" in flow:
+ 94            raise ClientAuthenticationError(
+ 95                message="Couldn't begin authentication: {}".format(flow.get("error_description") or flow.get("error"))
+ 96            )
+ 97        if self._prompt_callback:
+ 98            self._prompt_callback(
+ 99                flow["verification_uri"], flow["user_code"], datetime.fromtimestamp(flow["expires_at"], timezone.utc)
+100            )
+101        else:
+102            print(flow["message"])
+103
+104        if self._timeout is not None and self._timeout < flow["expires_in"]:
+105            # user specified an effective timeout we will observe
+106            deadline = int(time.time()) + self._timeout
+107            result = app.acquire_token_by_device_flow(
+108                flow, exit_condition=lambda flow: time.time() > deadline, claims_challenge=kwargs.get("claims")
+109            )
+110        else:
+111            # MSAL will stop polling when the device code expires
+112            result = app.acquire_token_by_device_flow(flow, claims_challenge=kwargs.get("claims"))
+113
+114        # raise for a timeout here because the error is particular to this class
+115        if "access_token" not in result and result.get("error") == "authorization_pending":
+116            raise ClientAuthenticationError(message="Timed out waiting for user to authenticate")
+117
+118        # base class will raise for other errors
+119        return result
+
+ + +

Authenticates users through the device code flow.

+ +

When get_token() is called, this credential acquires a verification URL and code from Microsoft Entra ID. +A user must browse to the URL, enter the code, and authenticate with Microsoft Entra ID. If the user +authenticates successfully, the credential receives an access token.

+ +

This credential is primarily useful for authenticating a user in an environment without a web browser, such as an +SSH session. If a web browser is available, ~azure.identity.InteractiveBrowserCredential is more +convenient because it automatically opens a browser to the login page.

+ +
Parameters
+ +
    +

  • str client_id: Client ID of the Microsoft Entra application that users will sign into. It is recommended +that developers register their applications and assign appropriate roles. For more information, +visit https://aka.ms/azsdk/identity/AppRegistrationAndRoleAssignment. If not specified, users will +authenticate to an Azure development application, which is not recommended for production scenarios. +:keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com", +the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts +defines authorities for other clouds. +:keyword str tenant_id: a Microsoft Entra tenant ID. Defaults to the "organizations" tenant, which can +authenticate work or school accounts. *Required for single-tenant applications.* +:keyword int timeout: seconds to wait for the user to authenticate. Defaults to the validity period of the +device code as set by Microsoft Entra ID, which also prevails when timeout is longer. +:keyword prompt_callback: A callback enabling control of how authentication +instructions are presented. Must accept arguments (verification_uri, user_code, expires_on):

    + +
      +
    • verification_uri (str) the URL the user must visit
      • +
    • user_code (str) the code the user must enter there
      • +
    • expires_on (datetime.datetime) the UTC time at which the code will expire
      • +
    + +

    If this argument isn't provided, the credential will print instructions to stdout. +:paramtype prompt_callback: Callable[str, str, ~datetime.datetime] +:keyword AuthenticationRecord authentication_record: AuthenticationRecord returned by authenticate() +:keyword bool disable_automatic_authentication: if True, get_token() will raise +AuthenticationRequiredError when user interaction is required to acquire a token. Defaults to False. +:keyword cache_persistence_options: configuration for persistent token caching. If unspecified, the credential +will cache tokens in memory. +:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions +:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting +to authenticate. Setting this to true will completely disable both instance discovery and authority validation. +This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in +private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from +https://login.microsoft.com/ to validate the authority. By setting this to True, the validation of the +authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and +trustworthy. +:keyword bool enable_support_logging: Enables additional support logging in the underlying MSAL library. +This logging potentially contains personally identifiable information and is intended to be used only for +troubleshooting purposes.

    • +
+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_device_code_credential]
+    :end-before: [END create_device_code_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create a DeviceCodeCredential.
+
+
+ + +
+ +
+ + DeviceCodeCredential( client_id: str = '04b07795-8ddb-461a-bbee-02f9e1bf7b46', *, timeout: Optional[int] = None, prompt_callback: Optional[Callable[[str, str, datetime.datetime], NoneType]] = None, **kwargs: Any) + + + +
+ + 
74    def __init__(
+75        self,
+76        client_id: str = DEVELOPER_SIGN_ON_CLIENT_ID,
+77        *,
+78        timeout: Optional[int] = None,
+79        prompt_callback: Optional[Callable[[str, str, datetime], None]] = None,
+80        **kwargs: Any
+81    ) -> None:
+82        self._timeout = timeout
+83        self._prompt_callback = prompt_callback
+84        super(DeviceCodeCredential, self).__init__(client_id=client_id, **kwargs)
+
+ + + + +
+
+
+ +
+ + class + EnvironmentCredential: + + + +
+ + 
 25class EnvironmentCredential:
+ 26    """A credential configured by environment variables.
+ 27
+ 28    This credential is capable of authenticating as a service principal using a client secret or a certificate.
+ 29    Configuration is attempted in this order, using these environment variables:
+ 30
+ 31    Service principal with secret:
+ 32      - **AZURE_TENANT_ID**: ID of the service principal's tenant. Also called its 'directory' ID.
+ 33      - **AZURE_CLIENT_ID**: the service principal's client ID
+ 34      - **AZURE_CLIENT_SECRET**: one of the service principal's client secrets
+ 35      - **AZURE_AUTHORITY_HOST**: authority of a Microsoft Entra endpoint, for example
+ 36        "login.microsoftonline.com", the authority for Azure Public Cloud, which is the default
+ 37        when no value is given.
+ 38
+ 39    Service principal with certificate:
+ 40      - **AZURE_TENANT_ID**: ID of the service principal's tenant. Also called its 'directory' ID.
+ 41      - **AZURE_CLIENT_ID**: the service principal's client ID
+ 42      - **AZURE_CLIENT_CERTIFICATE_PATH**: path to a PEM or PKCS12 certificate file including the private key.
+ 43      - **AZURE_CLIENT_CERTIFICATE_PASSWORD**: (optional) password of the certificate file, if any.
+ 44      - **AZURE_CLIENT_SEND_CERTIFICATE_CHAIN**: (optional) If True, the credential will send the public certificate
+ 45        chain in the x5c header of each token request's JWT. This is required for Subject Name/Issuer (SNI)
+ 46        authentication. Defaults to False.
+ 47      - **AZURE_AUTHORITY_HOST**: authority of a Microsoft Entra endpoint, for example
+ 48        "login.microsoftonline.com", the authority for Azure Public Cloud, which is the default
+ 49        when no value is given.
+ 50
+ 51    .. admonition:: Example:
+ 52
+ 53        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 54            :start-after: [START create_environment_credential]
+ 55            :end-before: [END create_environment_credential]
+ 56            :language: python
+ 57            :dedent: 4
+ 58            :caption: Create an EnvironmentCredential.
+ 59    """
+ 60
+ 61    def __init__(self, **kwargs: Any) -> None:
+ 62        self._credential: Optional[EnvironmentCredentialTypes] = None
+ 63
+ 64        if all(os.environ.get(v) is not None for v in EnvironmentVariables.CLIENT_SECRET_VARS):
+ 65            self._credential = ClientSecretCredential(
+ 66                client_id=os.environ[EnvironmentVariables.AZURE_CLIENT_ID],
+ 67                client_secret=os.environ[EnvironmentVariables.AZURE_CLIENT_SECRET],
+ 68                tenant_id=os.environ[EnvironmentVariables.AZURE_TENANT_ID],
+ 69                **kwargs
+ 70            )
+ 71        elif all(os.environ.get(v) is not None for v in EnvironmentVariables.CERT_VARS):
+ 72            self._credential = CertificateCredential(
+ 73                client_id=os.environ[EnvironmentVariables.AZURE_CLIENT_ID],
+ 74                tenant_id=os.environ[EnvironmentVariables.AZURE_TENANT_ID],
+ 75                certificate_path=os.environ[EnvironmentVariables.AZURE_CLIENT_CERTIFICATE_PATH],
+ 76                password=os.environ.get(EnvironmentVariables.AZURE_CLIENT_CERTIFICATE_PASSWORD),
+ 77                send_certificate_chain=bool(
+ 78                    os.environ.get(EnvironmentVariables.AZURE_CLIENT_SEND_CERTIFICATE_CHAIN, False)
+ 79                ),
+ 80                **kwargs
+ 81            )
+ 82        elif all(os.environ.get(v) is not None for v in EnvironmentVariables.USERNAME_PASSWORD_VARS):
+ 83            self._credential = UsernamePasswordCredential(
+ 84                client_id=os.environ[EnvironmentVariables.AZURE_CLIENT_ID],
+ 85                username=os.environ[EnvironmentVariables.AZURE_USERNAME],
+ 86                password=os.environ[EnvironmentVariables.AZURE_PASSWORD],
+ 87                tenant_id=os.environ.get(EnvironmentVariables.AZURE_TENANT_ID),  # optional for username/password auth
+ 88                _silence_deprecation_warning=True,  # avoid duplicate warning
+ 89                **kwargs
+ 90            )
+ 91            warnings.warn(
+ 92                "Environment is configured to use username and password authentication. "
+ 93                "This authentication method is deprecated, as it doesn't support multifactor authentication (MFA). "
+ 94                "For more details, see https://aka.ms/azsdk/identity/mfa.",
+ 95                DeprecationWarning,
+ 96                stacklevel=3 if within_dac.get() else 2,
+ 97            )
+ 98
+ 99        if self._credential:
+100            _LOGGER.info("Environment is configured for %s", self._credential.__class__.__name__)
+101        else:
+102            expected_variables = set(
+103                EnvironmentVariables.CERT_VARS
+104                + EnvironmentVariables.CLIENT_SECRET_VARS
+105                + EnvironmentVariables.USERNAME_PASSWORD_VARS
+106            )
+107            set_variables = [v for v in expected_variables if v in os.environ]
+108            if set_variables:
+109                _LOGGER.log(
+110                    logging.INFO if kwargs.get("_within_dac") else logging.WARNING,
+111                    "Incomplete environment configuration for EnvironmentCredential. These variables are set: %s",
+112                    ", ".join(set_variables),
+113                )
+114            else:
+115                _LOGGER.info("No environment configuration found.")
+116
+117    def __enter__(self) -> "EnvironmentCredential":
+118        if self._credential:
+119            self._credential.__enter__()
+120        return self
+121
+122    def __exit__(self, *args: Any) -> None:
+123        if self._credential:
+124            self._credential.__exit__(*args)
+125
+126    def close(self) -> None:
+127        """Close the credential's transport session."""
+128        self.__exit__()
+129
+130    @log_get_token
+131    def get_token(
+132        self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any
+133    ) -> AccessToken:
+134        """Request an access token for `scopes`.
+135
+136        This method is called automatically by Azure SDK clients.
+137
+138        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+139            For more information about scopes, see
+140            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+141        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+142            claims challenge following an authorization failure.
+143        :keyword str tenant_id: optional tenant to include in the token request.
+144
+145        :return: An access token with the desired scopes.
+146        :rtype: ~azure.core.credentials.AccessToken
+147
+148        :raises ~azure.identity.CredentialUnavailableError: environment variable configuration is incomplete
+149        """
+150        if not self._credential:
+151            message = (
+152                "EnvironmentCredential authentication unavailable. Environment variables are not fully configured.\n"
+153                "Visit https://aka.ms/azsdk/python/identity/environmentcredential/troubleshoot to troubleshoot "
+154                "this issue."
+155            )
+156            raise CredentialUnavailableError(message=message)
+157        return self._credential.get_token(*scopes, claims=claims, tenant_id=tenant_id, **kwargs)
+158
+159    @log_get_token
+160    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+161        """Request an access token for `scopes`.
+162
+163        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+164        on the token. This method is called automatically by Azure SDK clients.
+165
+166        :param str scopes: desired scope for the access token. This method requires at least one scope.
+167            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+168        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+169        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+170
+171        :rtype: ~azure.core.credentials.AccessTokenInfo
+172        :return: An AccessTokenInfo instance containing information about the token.
+173
+174        :raises ~azure.identity.CredentialUnavailableError: environment variable configuration is incomplete.
+175        """
+176        if not self._credential:
+177            message = (
+178                "EnvironmentCredential authentication unavailable. Environment variables are not fully configured.\n"
+179                "Visit https://aka.ms/azsdk/python/identity/environmentcredential/troubleshoot to troubleshoot "
+180                "this issue."
+181            )
+182            raise CredentialUnavailableError(message=message)
+183        return cast(SupportsTokenInfo, self._credential).get_token_info(*scopes, options=options)
+
+ + +

A credential configured by environment variables.

+ +

This credential is capable of authenticating as a service principal using a client secret or a certificate. +Configuration is attempted in this order, using these environment variables:

+ +

Service principal with secret:

+ +
    +
  • AZURE_TENANT_ID: ID of the service principal's tenant. Also called its 'directory' ID.
    • +
  • AZURE_CLIENT_ID: the service principal's client ID
    • +
  • AZURE_CLIENT_SECRET: one of the service principal's client secrets
    • +
  • AZURE_AUTHORITY_HOST: authority of a Microsoft Entra endpoint, for example +"login.microsoftonline.com", the authority for Azure Public Cloud, which is the default +when no value is given.
    • +
+ +

Service principal with certificate:

+ +
    +
  • AZURE_TENANT_ID: ID of the service principal's tenant. Also called its 'directory' ID.
    • +
  • AZURE_CLIENT_ID: the service principal's client ID
    • +
  • AZURE_CLIENT_CERTIFICATE_PATH: path to a PEM or PKCS12 certificate file including the private key.
    • +
  • AZURE_CLIENT_CERTIFICATE_PASSWORD: (optional) password of the certificate file, if any.
    • +
  • AZURE_CLIENT_SEND_CERTIFICATE_CHAIN: (optional) If True, the credential will send the public certificate +chain in the x5c header of each token request's JWT. This is required for Subject Name/Issuer (SNI) +authentication. Defaults to False.
    • +
  • AZURE_AUTHORITY_HOST: authority of a Microsoft Entra endpoint, for example +"login.microsoftonline.com", the authority for Azure Public Cloud, which is the default +when no value is given.
    • +
+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_environment_credential]
+    :end-before: [END create_environment_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create an EnvironmentCredential.
+
+
+ + +
+ +
+ + EnvironmentCredential(**kwargs: Any) + + + +
+ + 
 61    def __init__(self, **kwargs: Any) -> None:
+ 62        self._credential: Optional[EnvironmentCredentialTypes] = None
+ 63
+ 64        if all(os.environ.get(v) is not None for v in EnvironmentVariables.CLIENT_SECRET_VARS):
+ 65            self._credential = ClientSecretCredential(
+ 66                client_id=os.environ[EnvironmentVariables.AZURE_CLIENT_ID],
+ 67                client_secret=os.environ[EnvironmentVariables.AZURE_CLIENT_SECRET],
+ 68                tenant_id=os.environ[EnvironmentVariables.AZURE_TENANT_ID],
+ 69                **kwargs
+ 70            )
+ 71        elif all(os.environ.get(v) is not None for v in EnvironmentVariables.CERT_VARS):
+ 72            self._credential = CertificateCredential(
+ 73                client_id=os.environ[EnvironmentVariables.AZURE_CLIENT_ID],
+ 74                tenant_id=os.environ[EnvironmentVariables.AZURE_TENANT_ID],
+ 75                certificate_path=os.environ[EnvironmentVariables.AZURE_CLIENT_CERTIFICATE_PATH],
+ 76                password=os.environ.get(EnvironmentVariables.AZURE_CLIENT_CERTIFICATE_PASSWORD),
+ 77                send_certificate_chain=bool(
+ 78                    os.environ.get(EnvironmentVariables.AZURE_CLIENT_SEND_CERTIFICATE_CHAIN, False)
+ 79                ),
+ 80                **kwargs
+ 81            )
+ 82        elif all(os.environ.get(v) is not None for v in EnvironmentVariables.USERNAME_PASSWORD_VARS):
+ 83            self._credential = UsernamePasswordCredential(
+ 84                client_id=os.environ[EnvironmentVariables.AZURE_CLIENT_ID],
+ 85                username=os.environ[EnvironmentVariables.AZURE_USERNAME],
+ 86                password=os.environ[EnvironmentVariables.AZURE_PASSWORD],
+ 87                tenant_id=os.environ.get(EnvironmentVariables.AZURE_TENANT_ID),  # optional for username/password auth
+ 88                _silence_deprecation_warning=True,  # avoid duplicate warning
+ 89                **kwargs
+ 90            )
+ 91            warnings.warn(
+ 92                "Environment is configured to use username and password authentication. "
+ 93                "This authentication method is deprecated, as it doesn't support multifactor authentication (MFA). "
+ 94                "For more details, see https://aka.ms/azsdk/identity/mfa.",
+ 95                DeprecationWarning,
+ 96                stacklevel=3 if within_dac.get() else 2,
+ 97            )
+ 98
+ 99        if self._credential:
+100            _LOGGER.info("Environment is configured for %s", self._credential.__class__.__name__)
+101        else:
+102            expected_variables = set(
+103                EnvironmentVariables.CERT_VARS
+104                + EnvironmentVariables.CLIENT_SECRET_VARS
+105                + EnvironmentVariables.USERNAME_PASSWORD_VARS
+106            )
+107            set_variables = [v for v in expected_variables if v in os.environ]
+108            if set_variables:
+109                _LOGGER.log(
+110                    logging.INFO if kwargs.get("_within_dac") else logging.WARNING,
+111                    "Incomplete environment configuration for EnvironmentCredential. These variables are set: %s",
+112                    ", ".join(set_variables),
+113                )
+114            else:
+115                _LOGGER.info("No environment configuration found.")
+
+ + + + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
126    def close(self) -> None:
+127        """Close the credential's transport session."""
+128        self.__exit__()
+
+ + +

Close the credential's transport session.

+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
130    @log_get_token
+131    def get_token(
+132        self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any
+133    ) -> AccessToken:
+134        """Request an access token for `scopes`.
+135
+136        This method is called automatically by Azure SDK clients.
+137
+138        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+139            For more information about scopes, see
+140            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+141        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+142            claims challenge following an authorization failure.
+143        :keyword str tenant_id: optional tenant to include in the token request.
+144
+145        :return: An access token with the desired scopes.
+146        :rtype: ~azure.core.credentials.AccessToken
+147
+148        :raises ~azure.identity.CredentialUnavailableError: environment variable configuration is incomplete
+149        """
+150        if not self._credential:
+151            message = (
+152                "EnvironmentCredential authentication unavailable. Environment variables are not fully configured.\n"
+153                "Visit https://aka.ms/azsdk/python/identity/environmentcredential/troubleshoot to troubleshoot "
+154                "this issue."
+155            )
+156            raise CredentialUnavailableError(message=message)
+157        return self._credential.get_token(*scopes, claims=claims, tenant_id=tenant_id, **kwargs)
+
+ + +

Request an access token for scopes.

+ +

This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see +https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword str claims: additional claims required in the token, such as those returned in a resource provider's +claims challenge following an authorization failure. +:keyword str tenant_id: optional tenant to include in the token request.
    • +
+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ + +
+ + +
+
+ +
+
@log_get_token
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
159    @log_get_token
+160    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+161        """Request an access token for `scopes`.
+162
+163        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+164        on the token. This method is called automatically by Azure SDK clients.
+165
+166        :param str scopes: desired scope for the access token. This method requires at least one scope.
+167            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+168        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+169        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+170
+171        :rtype: ~azure.core.credentials.AccessTokenInfo
+172        :return: An AccessTokenInfo instance containing information about the token.
+173
+174        :raises ~azure.identity.CredentialUnavailableError: environment variable configuration is incomplete.
+175        """
+176        if not self._credential:
+177            message = (
+178                "EnvironmentCredential authentication unavailable. Environment variables are not fully configured.\n"
+179                "Visit https://aka.ms/azsdk/python/identity/environmentcredential/troubleshoot to troubleshoot "
+180                "this issue."
+181            )
+182            raise CredentialUnavailableError(message=message)
+183        return cast(SupportsTokenInfo, self._credential).get_token_info(*scopes, options=options)
+
+ + +

Request an access token for scopes.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scope for the access token. This method requires at least one scope. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ + +
+ + +
+
+
+ +
+ + class + InteractiveBrowserCredential(azure.identity._internal.interactive.InteractiveCredential): + + + +
+ + 
 20class InteractiveBrowserCredential(InteractiveCredential):
+ 21    """Opens a browser to interactively authenticate a user.
+ 22
+ 23    :func:`~get_token` opens a browser to a login URL provided by Microsoft Entra ID and authenticates a user
+ 24    there with the authorization code flow, using PKCE (Proof Key for Code Exchange) internally to protect the code.
+ 25
+ 26    :keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com",
+ 27        the authority for Azure Public Cloud (which is the default). :class:`~azure.identity.AzureAuthorityHosts`
+ 28        defines authorities for other clouds.
+ 29    :keyword str tenant_id: a Microsoft Entra tenant ID. Defaults to the "organizations" tenant, which can
+ 30        authenticate work or school accounts.
+ 31    :keyword str client_id: Client ID of the Microsoft Entra application that users will sign into. It is recommended
+ 32        that developers register their applications and assign appropriate roles. For more information,
+ 33        visit https://aka.ms/azsdk/identity/AppRegistrationAndRoleAssignment. If not specified, users will
+ 34        authenticate to an Azure development application, which is not recommended for production scenarios.
+ 35    :keyword str login_hint: a username suggestion to pre-fill the login page's username/email address field. A user
+ 36        may still log in with a different username.
+ 37    :keyword str redirect_uri: a redirect URI for the application identified by `client_id` as configured in Azure
+ 38        Active Directory, for example "http://localhost:8400". This is only required when passing a value for
+ 39        **client_id**, and must match a redirect URI in the application's registration. The credential must be able to
+ 40        bind a socket to this URI.
+ 41    :keyword AuthenticationRecord authentication_record: :class:`AuthenticationRecord` returned by :func:`authenticate`
+ 42    :keyword bool disable_automatic_authentication: if True, :func:`get_token` will raise
+ 43        :class:`AuthenticationRequiredError` when user interaction is required to acquire a token. Defaults to False.
+ 44    :keyword cache_persistence_options: configuration for persistent token caching. If unspecified, the credential
+ 45        will cache tokens in memory.
+ 46    :paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions
+ 47    :keyword int timeout: seconds to wait for the user to complete authentication. Defaults to 300 (5 minutes).
+ 48    :keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting
+ 49        to authenticate. Setting this to true will completely disable both instance discovery and authority validation.
+ 50        This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in
+ 51        private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from
+ 52        https://login.microsoft.com/ to validate the authority. By setting this to **True**, the validation of the
+ 53        authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and
+ 54        trustworthy.
+ 55    :keyword bool enable_support_logging: Enables additional support logging in the underlying MSAL library.
+ 56        This logging potentially contains personally identifiable information and is intended to be used only for
+ 57        troubleshooting purposes.
+ 58    :raises ValueError: invalid **redirect_uri**
+ 59
+ 60    .. admonition:: Example:
+ 61
+ 62        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 63            :start-after: [START create_interactive_browser_credential]
+ 64            :end-before: [END create_interactive_browser_credential]
+ 65            :language: python
+ 66            :dedent: 4
+ 67            :caption: Create an InteractiveBrowserCredential.
+ 68    """
+ 69
+ 70    def __init__(self, **kwargs: Any) -> None:
+ 71        redirect_uri = kwargs.pop("redirect_uri", None)
+ 72        if redirect_uri:
+ 73            self._parsed_url = urlparse(redirect_uri)
+ 74            if not (self._parsed_url.hostname and self._parsed_url.port):
+ 75                raise ValueError('"redirect_uri" must be a URL with port number, for example "http://localhost:8400"')
+ 76        else:
+ 77            self._parsed_url = None
+ 78
+ 79        self._login_hint = kwargs.pop("login_hint", None)
+ 80        self._timeout = kwargs.pop("timeout", 300)
+ 81        self._server_class = kwargs.pop("_server_class", AuthCodeRedirectServer)
+ 82        client_id = kwargs.pop("client_id", DEVELOPER_SIGN_ON_CLIENT_ID)
+ 83        super(InteractiveBrowserCredential, self).__init__(client_id=client_id, **kwargs)
+ 84
+ 85    @wrap_exceptions
+ 86    def _request_token(self, *scopes: str, **kwargs) -> Dict:
+ 87
+ 88        # start an HTTP server to receive the redirect
+ 89        server = None
+ 90        redirect_uri: str = ""
+ 91        if self._parsed_url:
+ 92            try:
+ 93                redirect_uri = "http://{}:{}".format(self._parsed_url.hostname, self._parsed_url.port)
+ 94                server = self._server_class(self._parsed_url.hostname, self._parsed_url.port, timeout=self._timeout)
+ 95            except socket.error as ex:
+ 96                raise CredentialUnavailableError(message="Couldn't start an HTTP server on " + redirect_uri) from ex
+ 97        else:
+ 98            for port in range(8400, 9000):
+ 99                try:
+100                    server = self._server_class("localhost", port, timeout=self._timeout)
+101                    redirect_uri = "http://localhost:{}".format(port)
+102                    break
+103                except socket.error:
+104                    continue  # keep looking for an open port
+105
+106        if not server:
+107            raise CredentialUnavailableError(message="Couldn't start an HTTP server on localhost")
+108
+109        # get the url the user must visit to authenticate
+110        scopes = list(scopes)  # type: ignore
+111        claims = kwargs.get("claims")
+112        app = self._get_app(**kwargs)
+113        flow = app.initiate_auth_code_flow(
+114            scopes,
+115            redirect_uri=redirect_uri,
+116            prompt="select_account",
+117            claims_challenge=claims,
+118            login_hint=self._login_hint,
+119        )
+120        if "auth_uri" not in flow:
+121            raise CredentialUnavailableError("Failed to begin authentication flow")
+122
+123        if not _open_browser(flow["auth_uri"]):
+124            raise CredentialUnavailableError(message="Failed to open a browser")
+125
+126        # block until the server times out or receives the post-authentication redirect
+127        response = server.wait_for_redirect()
+128        if not response:
+129            if within_dac.get():
+130                raise CredentialUnavailableError(
+131                    message="Timed out after waiting {} seconds for the user to authenticate".format(self._timeout)
+132                )
+133            raise ClientAuthenticationError(
+134                message="Timed out after waiting {} seconds for the user to authenticate".format(self._timeout)
+135            )
+136
+137        # redeem the authorization code for a token
+138        return app.acquire_token_by_auth_code_flow(flow, response, scopes=scopes, claims_challenge=claims)
+
+ + +

Opens a browser to interactively authenticate a user.

+ +

~get_token() opens a browser to a login URL provided by Microsoft Entra ID and authenticates a user +there with the authorization code flow, using PKCE (Proof Key for Code Exchange) internally to protect the code.

+ +

:keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com", + the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts + defines authorities for other clouds. +:keyword str tenant_id: a Microsoft Entra tenant ID. Defaults to the "organizations" tenant, which can + authenticate work or school accounts. +:keyword str client_id: Client ID of the Microsoft Entra application that users will sign into. It is recommended + that developers register their applications and assign appropriate roles. For more information, + visit https://aka.ms/azsdk/identity/AppRegistrationAndRoleAssignment. If not specified, users will + authenticate to an Azure development application, which is not recommended for production scenarios. +:keyword str login_hint: a username suggestion to pre-fill the login page's username/email address field. A user + may still log in with a different username. +:keyword str redirect_uri: a redirect URI for the application identified by client_id as configured in Azure + Active Directory, for example "http://localhost:8400". This is only required when passing a value for + client_id, and must match a redirect URI in the application's registration. The credential must be able to + bind a socket to this URI. +:keyword AuthenticationRecord authentication_record: AuthenticationRecord returned by authenticate() +:keyword bool disable_automatic_authentication: if True, get_token() will raise + AuthenticationRequiredError when user interaction is required to acquire a token. Defaults to False. +:keyword cache_persistence_options: configuration for persistent token caching. If unspecified, the credential + will cache tokens in memory. +:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions +:keyword int timeout: seconds to wait for the user to complete authentication. Defaults to 300 (5 minutes). +:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting + to authenticate. Setting this to true will completely disable both instance discovery and authority validation. + This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in + private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from + https://login.microsoft.com/ to validate the authority. By setting this to *True*, the validation of the + authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and + trustworthy. +:keyword bool enable_support_logging: Enables additional support logging in the underlying MSAL library. + This logging potentially contains personally identifiable information and is intended to be used only for + troubleshooting purposes.

+ +
Raises
+ +
    +
  • ValueError: invalid redirect_uri
    • +
+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_interactive_browser_credential]
+    :end-before: [END create_interactive_browser_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create an InteractiveBrowserCredential.
+
+
+ + +
+ +
+ + InteractiveBrowserCredential(**kwargs: Any) + + + +
+ + 
70    def __init__(self, **kwargs: Any) -> None:
+71        redirect_uri = kwargs.pop("redirect_uri", None)
+72        if redirect_uri:
+73            self._parsed_url = urlparse(redirect_uri)
+74            if not (self._parsed_url.hostname and self._parsed_url.port):
+75                raise ValueError('"redirect_uri" must be a URL with port number, for example "http://localhost:8400"')
+76        else:
+77            self._parsed_url = None
+78
+79        self._login_hint = kwargs.pop("login_hint", None)
+80        self._timeout = kwargs.pop("timeout", 300)
+81        self._server_class = kwargs.pop("_server_class", AuthCodeRedirectServer)
+82        client_id = kwargs.pop("client_id", DEVELOPER_SIGN_ON_CLIENT_ID)
+83        super(InteractiveBrowserCredential, self).__init__(client_id=client_id, **kwargs)
+
+ + + + +
+
+
+ +
+ + class + KnownAuthorities(azure.identity.AzureAuthorityHosts): + + + +
+ + 
40class KnownAuthorities(AzureAuthorityHosts):
+41    """Alias of :class:`AzureAuthorityHosts`"""
+
+ + +

Alias of AzureAuthorityHosts

+
+ + +
+
+ +
+ + class + OnBehalfOfCredential(azure.identity._internal.msal_credentials.MsalCredential, azure.identity._internal.get_token_mixin.GetTokenMixin): + + + +
+ + 
 22class OnBehalfOfCredential(MsalCredential, GetTokenMixin):
+ 23    """Authenticates a service principal via the on-behalf-of flow.
+ 24
+ 25    This flow is typically used by middle-tier services that authorize requests to other services with a delegated
+ 26    user identity. Because this is not an interactive authentication flow, an application using it must have admin
+ 27    consent for any delegated permissions before requesting tokens for them. See `Microsoft Entra ID documentation
+ 28    <https://learn.microsoft.com/entra/identity-platform/v2-oauth2-on-behalf-of-flow>`__ for a more detailed
+ 29    description of the on-behalf-of flow.
+ 30
+ 31    :param str tenant_id: ID of the service principal's tenant. Also called its "directory" ID.
+ 32    :param str client_id: The service principal's client ID.
+ 33    :keyword str client_secret: Optional. A client secret to authenticate the service principal.
+ 34        One of **client_secret**, **client_certificate**, or **client_assertion_func** must be provided.
+ 35    :keyword bytes client_certificate: Optional. The bytes of a certificate in PEM or PKCS12 format including
+ 36        the private key to authenticate the service principal. One of **client_secret**, **client_certificate**,
+ 37        or **client_assertion_func** must be provided.
+ 38    :keyword client_assertion_func: Optional. Function that returns client assertions that authenticate the
+ 39        application to Microsoft Entra ID. This function is called each time the credential requests a token. It must
+ 40        return a valid assertion for the target resource.
+ 41    :paramtype client_assertion_func: Callable[[], str]
+ 42    :keyword str user_assertion: Required. The access token the credential will use as the user assertion when
+ 43        requesting on-behalf-of tokens.
+ 44
+ 45    :keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com",
+ 46        the authority for Azure Public Cloud (which is the default). :class:`~azure.identity.AzureAuthorityHosts`
+ 47        defines authorities for other clouds.
+ 48    :keyword password: A certificate password. Used only when **client_certificate** is provided. If this value
+ 49        is a unicode string, it will be encoded as UTF-8. If the certificate requires a different encoding, pass
+ 50        appropriately encoded bytes instead.
+ 51    :paramtype password: str or bytes
+ 52    :keyword bool send_certificate_chain: If True when **client_certificate** is provided, the credential will send
+ 53        the public certificate chain in the x5c header of each token request's JWT. This is required for Subject
+ 54        Name/Issuer (SNI) authentication. Defaults to False.
+ 55    :keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting
+ 56        to authenticate. Setting this to true will completely disable both instance discovery and authority validation.
+ 57        This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in
+ 58        private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from
+ 59        https://login.microsoft.com/ to validate the authority. By setting this to **True**, the validation of the
+ 60        authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and
+ 61        trustworthy.
+ 62    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+ 63        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+ 64        acquire tokens for any tenant the application can access.
+ 65
+ 66    .. admonition:: Example:
+ 67
+ 68        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 69            :start-after: [START create_on_behalf_of_credential]
+ 70            :end-before: [END create_on_behalf_of_credential]
+ 71            :language: python
+ 72            :dedent: 4
+ 73            :caption: Create an OnBehalfOfCredential.
+ 74    """
+ 75
+ 76    def __init__(
+ 77        self,
+ 78        tenant_id: str,
+ 79        client_id: str,
+ 80        *,
+ 81        client_certificate: Optional[bytes] = None,
+ 82        client_secret: Optional[str] = None,
+ 83        client_assertion_func: Optional[Callable[[], str]] = None,
+ 84        user_assertion: str,
+ 85        password: Optional[Union[bytes, str]] = None,
+ 86        send_certificate_chain: bool = False,
+ 87        **kwargs: Any
+ 88    ) -> None:
+ 89        self._assertion = user_assertion
+ 90        if not self._assertion:
+ 91            raise TypeError('"user_assertion" must not be empty.')
+ 92
+ 93        if client_assertion_func:
+ 94            if client_certificate or client_secret:
+ 95                raise ValueError(
+ 96                    "It is invalid to specify more than one of the following: "
+ 97                    '"client_assertion_func", "client_certificate" or "client_secret".'
+ 98                )
+ 99            credential: Union[str, Dict[str, Any]] = {
+100                "client_assertion": client_assertion_func,
+101            }
+102        elif client_certificate:
+103            if client_secret:
+104                raise ValueError('Specifying both "client_certificate" and "client_secret" is not valid.')
+105            try:
+106                credential = get_client_credential(
+107                    certificate_path=None,
+108                    password=password,
+109                    certificate_data=client_certificate,
+110                    send_certificate_chain=send_certificate_chain,
+111                )
+112            except ValueError as ex:
+113                # client_certificate isn't a valid cert.
+114                message = '"client_certificate" is not a valid certificate in PEM or PKCS12 format'
+115                raise ValueError(message) from ex
+116        elif client_secret:
+117            credential = client_secret
+118        else:
+119            raise TypeError('Either "client_certificate", "client_secret", or "client_assertion_func" must be provided')
+120
+121        super(OnBehalfOfCredential, self).__init__(
+122            client_id=client_id, client_credential=credential, tenant_id=tenant_id, **kwargs
+123        )
+124        self._auth_record: Optional[AuthenticationRecord] = None
+125
+126    @wrap_exceptions
+127    def _acquire_token_silently(self, *scopes: str, **kwargs: Any) -> Optional[AccessTokenInfo]:
+128        if self._auth_record:
+129            claims = kwargs.get("claims")
+130            app = self._get_app(**kwargs)
+131            for account in app.get_accounts(username=self._auth_record.username):
+132                if account.get("home_account_id") != self._auth_record.home_account_id:
+133                    continue
+134
+135                now = int(time.time())
+136                result = app.acquire_token_silent_with_error(list(scopes), account=account, claims_challenge=claims)
+137                if result and "access_token" in result and "expires_in" in result:
+138                    refresh_on = int(result["refresh_on"]) if "refresh_on" in result else None
+139                    return AccessTokenInfo(
+140                        result["access_token"],
+141                        now + int(result["expires_in"]),
+142                        token_type=result.get("token_type", "Bearer"),
+143                        refresh_on=refresh_on,
+144                    )
+145
+146        return None
+147
+148    @wrap_exceptions
+149    def _request_token(self, *scopes: str, **kwargs: Any) -> AccessTokenInfo:
+150        app: msal.ConfidentialClientApplication = self._get_app(**kwargs)
+151        request_time = int(time.time())
+152        result = app.acquire_token_on_behalf_of(self._assertion, list(scopes), claims_challenge=kwargs.get("claims"))
+153        if "access_token" not in result or "expires_in" not in result:
+154            message = "Authentication failed: {}".format(result.get("error_description") or result.get("error"))
+155            response = self._client.get_error_response(result)
+156            raise ClientAuthenticationError(message=message, response=response)
+157
+158        try:
+159            self._auth_record = _build_auth_record(result)
+160        except ClientAuthenticationError:
+161            pass  # non-fatal; we'll use the assertion again next time instead of a refresh token
+162
+163        refresh_on = int(result["refresh_on"]) if "refresh_on" in result else None
+164        return AccessTokenInfo(
+165            result["access_token"],
+166            request_time + int(result["expires_in"]),
+167            token_type=result.get("token_type", "Bearer"),
+168            refresh_on=refresh_on,
+169        )
+
+ + +

Authenticates a service principal via the on-behalf-of flow.

+ +

This flow is typically used by middle-tier services that authorize requests to other services with a delegated +user identity. Because this is not an interactive authentication flow, an application using it must have admin +consent for any delegated permissions before requesting tokens for them. See Microsoft Entra ID documentation +_ for a more detailed +description of the on-behalf-of flow.

+ +
Parameters
+ +
    +
  • str tenant_id: ID of the service principal's tenant. Also called its "directory" ID.
    • +
  • str client_id: The service principal's client ID. +:keyword str client_secret: Optional. A client secret to authenticate the service principal. +One of *client_secret, *client_certificate, or client_assertion_func* must be provided. +:keyword bytes client_certificate: Optional. The bytes of a certificate in PEM or PKCS12 format including +the private key to authenticate the service principal. One of *client_secret, client_certificate, +or client_assertion_func must be provided. +:keyword client_assertion_func: Optional. Function that returns client assertions that authenticate the +application to Microsoft Entra ID. This function is called each time the credential requests a token. It must +return a valid assertion for the target resource. +:paramtype client_assertion_func: Callable[[], str] +:keyword str user_assertion: Required. The access token the credential will use as the user assertion when +requesting on-behalf-of tokens.
    • +
+ +

:keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com", + the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts + defines authorities for other clouds. +:keyword password: A certificate password. Used only when client_certificate is provided. If this value + is a unicode string, it will be encoded as UTF-8. If the certificate requires a different encoding, pass + appropriately encoded bytes instead. +:paramtype password: str or bytes +:keyword bool send_certificate_chain: If True when client_certificate is provided, the credential will send + the public certificate chain in the x5c header of each token request's JWT. This is required for Subject + Name/Issuer (SNI) authentication. Defaults to False. +:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting + to authenticate. Setting this to true will completely disable both instance discovery and authority validation. + This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in + private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from + https://login.microsoft.com/ to validate the authority. By setting this to True, the validation of the + authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and + trustworthy. +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_on_behalf_of_credential]
+    :end-before: [END create_on_behalf_of_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create an OnBehalfOfCredential.
+
+
+ + +
+ +
+ + OnBehalfOfCredential( tenant_id: str, client_id: str, *, client_certificate: Optional[bytes] = None, client_secret: Optional[str] = None, client_assertion_func: Optional[Callable[[], str]] = None, user_assertion: str, password: Union[bytes, str, NoneType] = None, send_certificate_chain: bool = False, **kwargs: Any) + + + +
+ + 
 76    def __init__(
+ 77        self,
+ 78        tenant_id: str,
+ 79        client_id: str,
+ 80        *,
+ 81        client_certificate: Optional[bytes] = None,
+ 82        client_secret: Optional[str] = None,
+ 83        client_assertion_func: Optional[Callable[[], str]] = None,
+ 84        user_assertion: str,
+ 85        password: Optional[Union[bytes, str]] = None,
+ 86        send_certificate_chain: bool = False,
+ 87        **kwargs: Any
+ 88    ) -> None:
+ 89        self._assertion = user_assertion
+ 90        if not self._assertion:
+ 91            raise TypeError('"user_assertion" must not be empty.')
+ 92
+ 93        if client_assertion_func:
+ 94            if client_certificate or client_secret:
+ 95                raise ValueError(
+ 96                    "It is invalid to specify more than one of the following: "
+ 97                    '"client_assertion_func", "client_certificate" or "client_secret".'
+ 98                )
+ 99            credential: Union[str, Dict[str, Any]] = {
+100                "client_assertion": client_assertion_func,
+101            }
+102        elif client_certificate:
+103            if client_secret:
+104                raise ValueError('Specifying both "client_certificate" and "client_secret" is not valid.')
+105            try:
+106                credential = get_client_credential(
+107                    certificate_path=None,
+108                    password=password,
+109                    certificate_data=client_certificate,
+110                    send_certificate_chain=send_certificate_chain,
+111                )
+112            except ValueError as ex:
+113                # client_certificate isn't a valid cert.
+114                message = '"client_certificate" is not a valid certificate in PEM or PKCS12 format'
+115                raise ValueError(message) from ex
+116        elif client_secret:
+117            credential = client_secret
+118        else:
+119            raise TypeError('Either "client_certificate", "client_secret", or "client_assertion_func" must be provided')
+120
+121        super(OnBehalfOfCredential, self).__init__(
+122            client_id=client_id, client_credential=credential, tenant_id=tenant_id, **kwargs
+123        )
+124        self._auth_record: Optional[AuthenticationRecord] = None
+
+ + + + +
+
+
+ +
+ + class + ManagedIdentityCredential: + + + +
+ + 
 49class ManagedIdentityCredential:
+ 50    """Authenticates with an Azure managed identity in any hosting environment which supports managed identities.
+ 51
+ 52    This credential defaults to using a system-assigned identity. To configure a user-assigned identity, use one of
+ 53    the keyword arguments. See `Microsoft Entra ID documentation
+ 54    <https://learn.microsoft.com/entra/identity/managed-identities-azure-resources/overview>`__ for more
+ 55    information about configuring managed identity for applications.
+ 56
+ 57    :keyword str client_id: a user-assigned identity's client ID or, when using Pod Identity, the client ID of a
+ 58       Microsoft Entra app registration. This argument is supported in all hosting environments.
+ 59    :keyword identity_config: a mapping ``{parameter_name: value}`` specifying a user-assigned identity by its object
+ 60        or resource ID, for example ``{"object_id": "..."}``. Check the documentation for your hosting environment to
+ 61        learn what values it expects.
+ 62    :paramtype identity_config: Mapping[str, str]
+ 63
+ 64    .. admonition:: Example:
+ 65
+ 66        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 67            :start-after: [START create_managed_identity_credential]
+ 68            :end-before: [END create_managed_identity_credential]
+ 69            :language: python
+ 70            :dedent: 4
+ 71            :caption: Create a ManagedIdentityCredential.
+ 72    """
+ 73
+ 74    def __init__(
+ 75        self, *, client_id: Optional[str] = None, identity_config: Optional[Mapping[str, str]] = None, **kwargs: Any
+ 76    ) -> None:
+ 77        user_identity_info = validate_identity_config(client_id, identity_config)
+ 78        self._credential: Optional[SupportsTokenInfo] = None
+ 79        exclude_workload_identity = kwargs.pop("_exclude_workload_identity_credential", False)
+ 80        managed_identity_type = None
+ 81
+ 82        if os.environ.get(EnvironmentVariables.IDENTITY_ENDPOINT):
+ 83            if os.environ.get(EnvironmentVariables.IDENTITY_HEADER):
+ 84                if os.environ.get(EnvironmentVariables.IDENTITY_SERVER_THUMBPRINT):
+ 85                    managed_identity_type = "Service Fabric managed identity"
+ 86                    from .service_fabric import ServiceFabricCredential
+ 87
+ 88                    self._credential = ServiceFabricCredential(
+ 89                        client_id=client_id, identity_config=identity_config, **kwargs
+ 90                    )
+ 91                else:
+ 92                    managed_identity_type = "App Service managed identity"
+ 93                    from .app_service import AppServiceCredential
+ 94
+ 95                    self._credential = AppServiceCredential(
+ 96                        client_id=client_id, identity_config=identity_config, **kwargs
+ 97                    )
+ 98            elif os.environ.get(EnvironmentVariables.IMDS_ENDPOINT):
+ 99                managed_identity_type = "Azure Arc managed identity"
+100                from .azure_arc import AzureArcCredential
+101
+102                self._credential = AzureArcCredential(client_id=client_id, identity_config=identity_config, **kwargs)
+103        elif os.environ.get(EnvironmentVariables.MSI_ENDPOINT):
+104            if os.environ.get(EnvironmentVariables.MSI_SECRET):
+105                managed_identity_type = "Azure ML managed identity"
+106                from .azure_ml import AzureMLCredential
+107
+108                self._credential = AzureMLCredential(client_id=client_id, identity_config=identity_config, **kwargs)
+109            else:
+110                managed_identity_type = "Cloud Shell managed identity"
+111                from .cloud_shell import CloudShellCredential
+112
+113                self._credential = CloudShellCredential(client_id=client_id, identity_config=identity_config, **kwargs)
+114        elif (
+115            all(os.environ.get(var) for var in EnvironmentVariables.WORKLOAD_IDENTITY_VARS)
+116            and not exclude_workload_identity
+117        ):
+118            from .workload_identity import WorkloadIdentityCredential
+119
+120            workload_client_id = client_id or os.environ.get(EnvironmentVariables.AZURE_CLIENT_ID)
+121            if not workload_client_id:
+122                raise ValueError(
+123                    "Workload identity was selected but no client ID was provided. "
+124                    'Configure the environment with a client ID or pass a value for "client_id" argument'
+125                )
+126
+127            managed_identity_type = "workload identity"
+128            user_identity_info = ("client_id", workload_client_id)
+129
+130            self._credential = WorkloadIdentityCredential(
+131                tenant_id=os.environ[EnvironmentVariables.AZURE_TENANT_ID],
+132                client_id=workload_client_id,
+133                token_file_path=os.environ[EnvironmentVariables.AZURE_FEDERATED_TOKEN_FILE],
+134                **kwargs,
+135            )
+136        else:
+137            managed_identity_type = "IMDS"
+138            from .imds import ImdsCredential
+139
+140            self._credential = ImdsCredential(client_id=client_id, identity_config=identity_config, **kwargs)
+141
+142        if managed_identity_type:
+143            log_msg = f"{self.__class__.__name__} will use {managed_identity_type}"
+144            if user_identity_info:
+145                log_msg += f" with {user_identity_info[0]}: {user_identity_info[1]}"
+146            _LOGGER.info(log_msg)
+147
+148    def __enter__(self) -> "ManagedIdentityCredential":
+149        if self._credential:
+150            self._credential.__enter__()  # type: ignore
+151        return self
+152
+153    def __exit__(self, *args: Any) -> None:
+154        if self._credential:
+155            self._credential.__exit__(*args)  # type: ignore
+156
+157    def close(self) -> None:
+158        """Close the credential's transport session."""
+159        self.__exit__()
+160
+161    @log_get_token
+162    def get_token(
+163        self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any
+164    ) -> AccessToken:
+165        """Request an access token for `scopes`.
+166
+167        This method is called automatically by Azure SDK clients.
+168
+169        :param str scopes: desired scope for the access token. This credential allows only one scope per request.
+170            For more information about scopes, see
+171            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+172
+173        :keyword str claims: not used by this credential; any value provided will be ignored.
+174        :keyword str tenant_id: not used by this credential; any value provided will be ignored.
+175
+176        :return: An access token with the desired scopes.
+177        :rtype: ~azure.core.credentials.AccessToken
+178        :raises ~azure.identity.CredentialUnavailableError: managed identity isn't available in the hosting environment
+179        """
+180
+181        if not self._credential:
+182            raise CredentialUnavailableError(
+183                message="No managed identity endpoint found. \n"
+184                "The Target Azure platform could not be determined from environment variables. \n"
+185                "Visit https://aka.ms/azsdk/python/identity/managedidentitycredential/troubleshoot to "
+186                "troubleshoot this issue."
+187            )
+188        return cast(TokenCredential, self._credential).get_token(*scopes, claims=claims, tenant_id=tenant_id, **kwargs)
+189
+190    @log_get_token
+191    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+192        """Request an access token for `scopes`.
+193
+194        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+195        on the token. This method is called automatically by Azure SDK clients.
+196
+197        :param str scopes: desired scope for the access token. This credential allows only one scope per request.
+198            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+199        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+200        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+201
+202        :rtype: ~azure.core.credentials.AccessTokenInfo
+203        :return: An AccessTokenInfo instance containing information about the token.
+204        :raises ~azure.identity.CredentialUnavailableError: managed identity isn't available in the hosting environment.
+205        """
+206        if not self._credential:
+207            raise CredentialUnavailableError(
+208                message="No managed identity endpoint found. \n"
+209                "The Target Azure platform could not be determined from environment variables. \n"
+210                "Visit https://aka.ms/azsdk/python/identity/managedidentitycredential/troubleshoot to "
+211                "troubleshoot this issue."
+212            )
+213        return cast(SupportsTokenInfo, self._credential).get_token_info(*scopes, options=options)
+
+ + +

Authenticates with an Azure managed identity in any hosting environment which supports managed identities.

+ +

This credential defaults to using a system-assigned identity. To configure a user-assigned identity, use one of +the keyword arguments. See Microsoft Entra ID documentation +_ for more +information about configuring managed identity for applications.

+ +

:keyword str client_id: a user-assigned identity's client ID or, when using Pod Identity, the client ID of a + Microsoft Entra app registration. This argument is supported in all hosting environments. +:keyword identity_config: a mapping {parameter_name: value} specifying a user-assigned identity by its object + or resource ID, for example {"object_id": "..."}. Check the documentation for your hosting environment to + learn what values it expects. +:paramtype identity_config: Mapping[str, str]

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_managed_identity_credential]
+    :end-before: [END create_managed_identity_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create a ManagedIdentityCredential.
+
+
+ + +
+ +
+ + ManagedIdentityCredential( *, client_id: Optional[str] = None, identity_config: Optional[Mapping[str, str]] = None, **kwargs: Any) + + + +
+ + 
 74    def __init__(
+ 75        self, *, client_id: Optional[str] = None, identity_config: Optional[Mapping[str, str]] = None, **kwargs: Any
+ 76    ) -> None:
+ 77        user_identity_info = validate_identity_config(client_id, identity_config)
+ 78        self._credential: Optional[SupportsTokenInfo] = None
+ 79        exclude_workload_identity = kwargs.pop("_exclude_workload_identity_credential", False)
+ 80        managed_identity_type = None
+ 81
+ 82        if os.environ.get(EnvironmentVariables.IDENTITY_ENDPOINT):
+ 83            if os.environ.get(EnvironmentVariables.IDENTITY_HEADER):
+ 84                if os.environ.get(EnvironmentVariables.IDENTITY_SERVER_THUMBPRINT):
+ 85                    managed_identity_type = "Service Fabric managed identity"
+ 86                    from .service_fabric import ServiceFabricCredential
+ 87
+ 88                    self._credential = ServiceFabricCredential(
+ 89                        client_id=client_id, identity_config=identity_config, **kwargs
+ 90                    )
+ 91                else:
+ 92                    managed_identity_type = "App Service managed identity"
+ 93                    from .app_service import AppServiceCredential
+ 94
+ 95                    self._credential = AppServiceCredential(
+ 96                        client_id=client_id, identity_config=identity_config, **kwargs
+ 97                    )
+ 98            elif os.environ.get(EnvironmentVariables.IMDS_ENDPOINT):
+ 99                managed_identity_type = "Azure Arc managed identity"
+100                from .azure_arc import AzureArcCredential
+101
+102                self._credential = AzureArcCredential(client_id=client_id, identity_config=identity_config, **kwargs)
+103        elif os.environ.get(EnvironmentVariables.MSI_ENDPOINT):
+104            if os.environ.get(EnvironmentVariables.MSI_SECRET):
+105                managed_identity_type = "Azure ML managed identity"
+106                from .azure_ml import AzureMLCredential
+107
+108                self._credential = AzureMLCredential(client_id=client_id, identity_config=identity_config, **kwargs)
+109            else:
+110                managed_identity_type = "Cloud Shell managed identity"
+111                from .cloud_shell import CloudShellCredential
+112
+113                self._credential = CloudShellCredential(client_id=client_id, identity_config=identity_config, **kwargs)
+114        elif (
+115            all(os.environ.get(var) for var in EnvironmentVariables.WORKLOAD_IDENTITY_VARS)
+116            and not exclude_workload_identity
+117        ):
+118            from .workload_identity import WorkloadIdentityCredential
+119
+120            workload_client_id = client_id or os.environ.get(EnvironmentVariables.AZURE_CLIENT_ID)
+121            if not workload_client_id:
+122                raise ValueError(
+123                    "Workload identity was selected but no client ID was provided. "
+124                    'Configure the environment with a client ID or pass a value for "client_id" argument'
+125                )
+126
+127            managed_identity_type = "workload identity"
+128            user_identity_info = ("client_id", workload_client_id)
+129
+130            self._credential = WorkloadIdentityCredential(
+131                tenant_id=os.environ[EnvironmentVariables.AZURE_TENANT_ID],
+132                client_id=workload_client_id,
+133                token_file_path=os.environ[EnvironmentVariables.AZURE_FEDERATED_TOKEN_FILE],
+134                **kwargs,
+135            )
+136        else:
+137            managed_identity_type = "IMDS"
+138            from .imds import ImdsCredential
+139
+140            self._credential = ImdsCredential(client_id=client_id, identity_config=identity_config, **kwargs)
+141
+142        if managed_identity_type:
+143            log_msg = f"{self.__class__.__name__} will use {managed_identity_type}"
+144            if user_identity_info:
+145                log_msg += f" with {user_identity_info[0]}: {user_identity_info[1]}"
+146            _LOGGER.info(log_msg)
+
+ + + + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
157    def close(self) -> None:
+158        """Close the credential's transport session."""
+159        self.__exit__()
+
+ + +

Close the credential's transport session.

+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
161    @log_get_token
+162    def get_token(
+163        self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any
+164    ) -> AccessToken:
+165        """Request an access token for `scopes`.
+166
+167        This method is called automatically by Azure SDK clients.
+168
+169        :param str scopes: desired scope for the access token. This credential allows only one scope per request.
+170            For more information about scopes, see
+171            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+172
+173        :keyword str claims: not used by this credential; any value provided will be ignored.
+174        :keyword str tenant_id: not used by this credential; any value provided will be ignored.
+175
+176        :return: An access token with the desired scopes.
+177        :rtype: ~azure.core.credentials.AccessToken
+178        :raises ~azure.identity.CredentialUnavailableError: managed identity isn't available in the hosting environment
+179        """
+180
+181        if not self._credential:
+182            raise CredentialUnavailableError(
+183                message="No managed identity endpoint found. \n"
+184                "The Target Azure platform could not be determined from environment variables. \n"
+185                "Visit https://aka.ms/azsdk/python/identity/managedidentitycredential/troubleshoot to "
+186                "troubleshoot this issue."
+187            )
+188        return cast(TokenCredential, self._credential).get_token(*scopes, claims=claims, tenant_id=tenant_id, **kwargs)
+
+ + +

Request an access token for scopes.

+ +

This method is called automatically by Azure SDK clients.

+ +
Parameters
+ + + +

:keyword str claims: not used by this credential; any value provided will be ignored. +:keyword str tenant_id: not used by this credential; any value provided will be ignored.

+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ + +
+ + +
+
+ +
+
@log_get_token
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
190    @log_get_token
+191    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+192        """Request an access token for `scopes`.
+193
+194        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+195        on the token. This method is called automatically by Azure SDK clients.
+196
+197        :param str scopes: desired scope for the access token. This credential allows only one scope per request.
+198            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+199        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+200        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+201
+202        :rtype: ~azure.core.credentials.AccessTokenInfo
+203        :return: An AccessTokenInfo instance containing information about the token.
+204        :raises ~azure.identity.CredentialUnavailableError: managed identity isn't available in the hosting environment.
+205        """
+206        if not self._credential:
+207            raise CredentialUnavailableError(
+208                message="No managed identity endpoint found. \n"
+209                "The Target Azure platform could not be determined from environment variables. \n"
+210                "Visit https://aka.ms/azsdk/python/identity/managedidentitycredential/troubleshoot to "
+211                "troubleshoot this issue."
+212            )
+213        return cast(SupportsTokenInfo, self._credential).get_token_info(*scopes, options=options)
+
+ + +

Request an access token for scopes.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scope for the access token. This credential allows only one scope per request. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ + +
+ + +
+
+
+ +
+ + class + SharedTokenCacheCredential: + + + +
+ + 
 20class SharedTokenCacheCredential:
+ 21    """Authenticates using tokens in the local cache shared between Microsoft applications.
+ 22
+ 23    :param str username: Username (typically an email address) of the user to authenticate as. This is used when the
+ 24        local cache contains tokens for multiple identities.
+ 25
+ 26    :keyword str authority: Authority of a Microsoft Entra endpoint, for example 'login.microsoftonline.com',
+ 27        the authority for Azure Public Cloud (which is the default). :class:`~azure.identity.AzureAuthorityHosts`
+ 28        defines authorities for other clouds.
+ 29    :keyword str tenant_id: a Microsoft Entra tenant ID. Used to select an account when the cache contains
+ 30        tokens for multiple identities.
+ 31    :keyword AuthenticationRecord authentication_record: an authentication record returned by a user credential such as
+ 32        :class:`DeviceCodeCredential` or :class:`InteractiveBrowserCredential`
+ 33    :keyword cache_persistence_options: configuration for persistent token caching. If not provided, the credential
+ 34        will use the persistent cache shared by Microsoft development applications
+ 35    :paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions
+ 36    """
+ 37
+ 38    def __init__(self, username: Optional[str] = None, **kwargs: Any) -> None:
+ 39        if "authentication_record" in kwargs:
+ 40            self._credential: SupportsTokenInfo = SilentAuthenticationCredential(**kwargs)
+ 41        else:
+ 42            self._credential = _SharedTokenCacheCredential(username=username, **kwargs)
+ 43
+ 44    def __enter__(self) -> "SharedTokenCacheCredential":
+ 45        self._credential.__enter__()  # type: ignore
+ 46        return self
+ 47
+ 48    def __exit__(self, *args: Any) -> None:
+ 49        self._credential.__exit__(*args)  # type: ignore
+ 50
+ 51    def close(self) -> None:
+ 52        """Close the credential's transport session."""
+ 53        self.__exit__()
+ 54
+ 55    @log_get_token
+ 56    def get_token(
+ 57        self,
+ 58        *scopes: str,
+ 59        claims: Optional[str] = None,
+ 60        tenant_id: Optional[str] = None,
+ 61        enable_cae: bool = False,
+ 62        **kwargs: Any,
+ 63    ) -> AccessToken:
+ 64        """Get an access token for `scopes` from the shared cache.
+ 65
+ 66        If no access token is cached, attempt to acquire one using a cached refresh token.
+ 67
+ 68        This method is called automatically by Azure SDK clients.
+ 69
+ 70        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+ 71            For more information about scopes, see
+ 72            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+ 73        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+ 74            claims challenge following an authorization failure
+ 75        :keyword str tenant_id: not used by this credential; any value provided will be ignored.
+ 76        :keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested
+ 77            token. Defaults to False.
+ 78
+ 79        :return: An access token with the desired scopes.
+ 80        :rtype: ~azure.core.credentials.AccessToken
+ 81        :raises ~azure.identity.CredentialUnavailableError: the cache is unavailable or contains insufficient user
+ 82            information
+ 83        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+ 84            attribute gives a reason.
+ 85        """
+ 86        return cast(TokenCredential, self._credential).get_token(
+ 87            *scopes, claims=claims, tenant_id=tenant_id, enable_cae=enable_cae, **kwargs
+ 88        )
+ 89
+ 90    @log_get_token
+ 91    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+ 92        """Request an access token for `scopes`.
+ 93
+ 94        If no access token is cached, attempt to acquire one using a cached refresh token.
+ 95
+ 96        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+ 97        on the token. This method is called automatically by Azure SDK clients.
+ 98
+ 99        :param str scopes: desired scope for the access token. This method requires at least one scope.
+100            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+101        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+102        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+103
+104        :rtype: ~azure.core.credentials.AccessTokenInfo
+105        :return: An AccessTokenInfo instance containing information about the token.
+106        :raises ~azure.identity.CredentialUnavailableError: the cache is unavailable or contains insufficient user
+107            information.
+108        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+109            attribute gives a reason.
+110        """
+111        return cast(SupportsTokenInfo, self._credential).get_token_info(*scopes, options=options)
+112
+113    @staticmethod
+114    def supported() -> bool:
+115        """Whether the shared token cache is supported on the current platform.
+116
+117        :return: True if the shared token cache is supported on the current platform, otherwise False.
+118        :rtype: bool
+119        """
+120        return SharedTokenCacheBase.supported()
+
+ + +

Authenticates using tokens in the local cache shared between Microsoft applications.

+ +
Parameters
+ +
    +
  • str username: Username (typically an email address) of the user to authenticate as. This is used when the +local cache contains tokens for multiple identities.
    • +
+ +

:keyword str authority: Authority of a Microsoft Entra endpoint, for example 'login.microsoftonline.com', + the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts + defines authorities for other clouds. +:keyword str tenant_id: a Microsoft Entra tenant ID. Used to select an account when the cache contains + tokens for multiple identities. +:keyword AuthenticationRecord authentication_record: an authentication record returned by a user credential such as + DeviceCodeCredential or InteractiveBrowserCredential +:keyword cache_persistence_options: configuration for persistent token caching. If not provided, the credential + will use the persistent cache shared by Microsoft development applications +:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions

+
+ + +
+ +
+ + SharedTokenCacheCredential(username: Optional[str] = None, **kwargs: Any) + + + +
+ + 
38    def __init__(self, username: Optional[str] = None, **kwargs: Any) -> None:
+39        if "authentication_record" in kwargs:
+40            self._credential: SupportsTokenInfo = SilentAuthenticationCredential(**kwargs)
+41        else:
+42            self._credential = _SharedTokenCacheCredential(username=username, **kwargs)
+
+ + + + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
51    def close(self) -> None:
+52        """Close the credential's transport session."""
+53        self.__exit__()
+
+ + +

Close the credential's transport session.

+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, enable_cae: bool = False, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
55    @log_get_token
+56    def get_token(
+57        self,
+58        *scopes: str,
+59        claims: Optional[str] = None,
+60        tenant_id: Optional[str] = None,
+61        enable_cae: bool = False,
+62        **kwargs: Any,
+63    ) -> AccessToken:
+64        """Get an access token for `scopes` from the shared cache.
+65
+66        If no access token is cached, attempt to acquire one using a cached refresh token.
+67
+68        This method is called automatically by Azure SDK clients.
+69
+70        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+71            For more information about scopes, see
+72            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+73        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+74            claims challenge following an authorization failure
+75        :keyword str tenant_id: not used by this credential; any value provided will be ignored.
+76        :keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested
+77            token. Defaults to False.
+78
+79        :return: An access token with the desired scopes.
+80        :rtype: ~azure.core.credentials.AccessToken
+81        :raises ~azure.identity.CredentialUnavailableError: the cache is unavailable or contains insufficient user
+82            information
+83        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+84            attribute gives a reason.
+85        """
+86        return cast(TokenCredential, self._credential).get_token(
+87            *scopes, claims=claims, tenant_id=tenant_id, enable_cae=enable_cae, **kwargs
+88        )
+
+ + +

Get an access token for scopes from the shared cache.

+ +

If no access token is cached, attempt to acquire one using a cached refresh token.

+ +

This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see +https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword str claims: additional claims required in the token, such as those returned in a resource provider's +claims challenge following an authorization failure +:keyword str tenant_id: not used by this credential; any value provided will be ignored. +:keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested +token. Defaults to False.
    • +
+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ +
    +
  • ~azure.identity.CredentialUnavailableError: the cache is unavailable or contains insufficient user +information
    • +
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message +attribute gives a reason.
    • +
+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
 90    @log_get_token
+ 91    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+ 92        """Request an access token for `scopes`.
+ 93
+ 94        If no access token is cached, attempt to acquire one using a cached refresh token.
+ 95
+ 96        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+ 97        on the token. This method is called automatically by Azure SDK clients.
+ 98
+ 99        :param str scopes: desired scope for the access token. This method requires at least one scope.
+100            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+101        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+102        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+103
+104        :rtype: ~azure.core.credentials.AccessTokenInfo
+105        :return: An AccessTokenInfo instance containing information about the token.
+106        :raises ~azure.identity.CredentialUnavailableError: the cache is unavailable or contains insufficient user
+107            information.
+108        :raises ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's ``message``
+109            attribute gives a reason.
+110        """
+111        return cast(SupportsTokenInfo, self._credential).get_token_info(*scopes, options=options)
+
+ + +

Request an access token for scopes.

+ +

If no access token is cached, attempt to acquire one using a cached refresh token.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scope for the access token. This method requires at least one scope. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ +
    +
  • ~azure.identity.CredentialUnavailableError: the cache is unavailable or contains insufficient user +information.
    • +
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message +attribute gives a reason.
    • +
+
+ + +
+
+ +
+
@staticmethod
+ + def + supported() -> bool: + + + +
+ + 
113    @staticmethod
+114    def supported() -> bool:
+115        """Whether the shared token cache is supported on the current platform.
+116
+117        :return: True if the shared token cache is supported on the current platform, otherwise False.
+118        :rtype: bool
+119        """
+120        return SharedTokenCacheBase.supported()
+
+ + +

Whether the shared token cache is supported on the current platform.

+ +
Returns
+ +
+

True if the shared token cache is supported on the current platform, otherwise False.

+
+
+ + +
+
+
+ +
+ + class + TokenCachePersistenceOptions: + + + +
+ + 
19class TokenCachePersistenceOptions:
+20    """Options for persistent token caching.
+21
+22    Most credentials accept an instance of this class to configure persistent token caching. The default values
+23    configure a credential to use a cache shared with Microsoft developer tools and
+24    :class:`~azure.identity.SharedTokenCacheCredential`. To isolate a credential's data from other applications,
+25    specify a `name` for the cache.
+26
+27    By default, the cache is encrypted with the current platform's user data protection API, and will raise an error
+28    when this is not available. To configure the cache to fall back to an unencrypted file instead of raising an
+29    error, specify `allow_unencrypted_storage=True`.
+30
+31    .. warning:: The cache contains authentication secrets. If the cache is not encrypted, protecting it is the
+32       application's responsibility. A breach of its contents will fully compromise accounts.
+33
+34    .. admonition:: Example:
+35
+36        .. literalinclude:: ../tests/test_persistent_cache.py
+37            :start-after: [START snippet]
+38            :end-before: [END snippet]
+39            :language: python
+40            :caption: Configuring a credential for persistent caching
+41            :dedent: 8
+42
+43    :keyword str name: prefix name of the cache, used to isolate its data from other applications. Defaults to the
+44        name of the cache shared by Microsoft dev tools and :class:`~azure.identity.SharedTokenCacheCredential`.
+45        Additional strings may be appended to the name for further isolation.
+46    :keyword bool allow_unencrypted_storage: whether the cache should fall back to storing its data in plain text when
+47        encryption isn't possible. False by default. Setting this to True does not disable encryption. The cache will
+48        always try to encrypt its data.
+49    """
+50
+51    def __init__(self, *, allow_unencrypted_storage: bool = False, name: str = "msal.cache", **kwargs: Any) -> None:
+52        # pylint:disable=unused-argument
+53        self.allow_unencrypted_storage = allow_unencrypted_storage
+54        self.name = name
+
+ + +

Options for persistent token caching.

+ +

Most credentials accept an instance of this class to configure persistent token caching. The default values +configure a credential to use a cache shared with Microsoft developer tools and +~azure.identity.SharedTokenCacheCredential. To isolate a credential's data from other applications, +specify a name for the cache.

+ +

By default, the cache is encrypted with the current platform's user data protection API, and will raise an error +when this is not available. To configure the cache to fall back to an unencrypted file instead of raising an +error, specify allow_unencrypted_storage=True.

+ +
+ +
The cache contains authentication secrets. If the cache is not encrypted, protecting it is the
+ +

application's responsibility. A breach of its contents will fully compromise accounts.

+ +
+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../tests/test_persistent_cache.py
+    :start-after: [START snippet]
+    :end-before: [END snippet]
+    :language: python
+    :caption: Configuring a credential for persistent caching
+    :dedent: 8
+
+ +

:keyword str name: prefix name of the cache, used to isolate its data from other applications. Defaults to the + name of the cache shared by Microsoft dev tools and ~azure.identity.SharedTokenCacheCredential. + Additional strings may be appended to the name for further isolation. +:keyword bool allow_unencrypted_storage: whether the cache should fall back to storing its data in plain text when + encryption isn't possible. False by default. Setting this to True does not disable encryption. The cache will + always try to encrypt its data.

+
+ + +
+ +
+ + TokenCachePersistenceOptions( *, allow_unencrypted_storage: bool = False, name: str = 'msal.cache', **kwargs: Any) + + + +
+ + 
51    def __init__(self, *, allow_unencrypted_storage: bool = False, name: str = "msal.cache", **kwargs: Any) -> None:
+52        # pylint:disable=unused-argument
+53        self.allow_unencrypted_storage = allow_unencrypted_storage
+54        self.name = name
+
+ + + + +
+
+
+ allow_unencrypted_storage + + +
+ + + + +
+
+
+ name + + +
+ + + + +
+
+
+ +
+ + class + UsernamePasswordCredential(azure.identity._internal.interactive.InteractiveCredential): + + + +
+ + 
12class UsernamePasswordCredential(InteractiveCredential):
+13    """Authenticates a user with a username and password.
+14
+15    **Deprecated**: This credential doesn't support multifactor authentication (MFA).
+16    For more details on Microsoft Entra MFA enforcement, see https://aka.ms/azsdk/identity/mfa.
+17
+18    In general, Microsoft doesn't recommend this kind of authentication, because it's less secure than other
+19    authentication flows.
+20
+21    Authentication with this credential is not interactive, so it is **not compatible with any form of
+22    multi-factor authentication or consent prompting**. The application must already have consent from the user or
+23    a directory admin.
+24
+25    This credential can only authenticate work and school accounts; Microsoft accounts are not supported.
+26    See `Microsoft Entra ID documentation
+27    <https://learn.microsoft.com/entra/fundamentals/sign-up-organization>`__ for more information about
+28    account types.
+29
+30    :param str client_id: The application's client ID
+31    :param str username: The user's username (usually an email address)
+32    :param str password: The user's password
+33
+34    :keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com",
+35        the authority for Azure Public Cloud (which is the default). :class:`~azure.identity.AzureAuthorityHosts`
+36        defines authorities for other clouds.
+37    :keyword str tenant_id: Tenant ID or a domain associated with a tenant. If not provided, defaults to the
+38        "organizations" tenant, which supports only Microsoft Entra work or school accounts.
+39    :keyword cache_persistence_options: Configuration for persistent token caching. If unspecified, the credential
+40        will cache tokens in memory.
+41    :paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions
+42    :keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting
+43        to authenticate. Setting this to true will completely disable both instance discovery and authority validation.
+44        This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in
+45        private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from
+46        https://login.microsoft.com/ to validate the authority. By setting this to **True**, the validation of the
+47        authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and
+48        trustworthy.
+49    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+50        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+51        acquire tokens for any tenant the application can access.
+52    :keyword bool enable_support_logging: Enables additional support logging in the underlying MSAL library.
+53        This logging potentially contains personally identifiable information and is intended to be used only for
+54        troubleshooting purposes.
+55
+56    .. admonition:: Example:
+57
+58        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+59            :start-after: [START create_username_password_credential]
+60            :end-before: [END create_username_password_credential]
+61            :language: python
+62            :dedent: 4
+63            :caption: Create a UsernamePasswordCredential.
+64    """
+65
+66    def __init__(self, client_id: str, username: str, password: str, **kwargs: Any) -> None:
+67        if not kwargs.pop("_silence_deprecation_warning", False):
+68            # Only emit the deprecation warning if the credential was constructed directly and not via
+69            # EnvironmentCredential since EnvironmentCredential will emit its own deprecation
+70            # warning if it is used to create a UsernamePasswordCredential.
+71            warnings.warn(
+72                f"{self.__class__.__name__} is deprecated, as it doesn't support multifactor "
+73                "authentication (MFA). For more details, see https://aka.ms/azsdk/identity/mfa.",
+74                category=DeprecationWarning,
+75                stacklevel=2,
+76            )
+77        # The base class will accept an AuthenticationRecord, allowing this credential to authenticate silently the
+78        # first time it's asked for a token. However, we want to ensure this first authentication is not silent, to
+79        # validate the given password. This class therefore doesn't document the authentication_record argument, and we
+80        # discard it here.
+81        kwargs.pop("authentication_record", None)
+82        super(UsernamePasswordCredential, self).__init__(client_id=client_id, **kwargs)
+83        self._username = username
+84        self._password = password
+85
+86    @wrap_exceptions
+87    def _request_token(self, *scopes: str, **kwargs: Any) -> Dict:
+88        app = self._get_app(**kwargs)
+89        return app.acquire_token_by_username_password(
+90            username=self._username,
+91            password=self._password,
+92            scopes=list(scopes),
+93            claims_challenge=kwargs.get("claims"),
+94        )
+
+ + +

Authenticates a user with a username and password.

+ +

Deprecated: This credential doesn't support multifactor authentication (MFA). +For more details on Microsoft Entra MFA enforcement, see https://aka.ms/azsdk/identity/mfa.

+ +

In general, Microsoft doesn't recommend this kind of authentication, because it's less secure than other +authentication flows.

+ +

Authentication with this credential is not interactive, so it is not compatible with any form of +multi-factor authentication or consent prompting. The application must already have consent from the user or +a directory admin.

+ +

This credential can only authenticate work and school accounts; Microsoft accounts are not supported. +See Microsoft Entra ID documentation +_ for more information about +account types.

+ +
Parameters
+ +
    +
  • str client_id: The application's client ID
    • +
  • str username: The user's username (usually an email address)
    • +
  • str password: The user's password
    • +
+ +

:keyword str authority: Authority of a Microsoft Entra endpoint, for example "login.microsoftonline.com", + the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts + defines authorities for other clouds. +:keyword str tenant_id: Tenant ID or a domain associated with a tenant. If not provided, defaults to the + "organizations" tenant, which supports only Microsoft Entra work or school accounts. +:keyword cache_persistence_options: Configuration for persistent token caching. If unspecified, the credential + will cache tokens in memory. +:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions +:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting + to authenticate. Setting this to true will completely disable both instance discovery and authority validation. + This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in + private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from + https://login.microsoft.com/ to validate the authority. By setting this to **True**, the validation of the + authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and + trustworthy. +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access. +:keyword bool enable_support_logging: Enables additional support logging in the underlying MSAL library. + This logging potentially contains personally identifiable information and is intended to be used only for + troubleshooting purposes.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START create_username_password_credential]
+    :end-before: [END create_username_password_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create a UsernamePasswordCredential.
+
+
+ + +
+ +
+ + UsernamePasswordCredential(client_id: str, username: str, password: str, **kwargs: Any) + + + +
+ + 
66    def __init__(self, client_id: str, username: str, password: str, **kwargs: Any) -> None:
+67        if not kwargs.pop("_silence_deprecation_warning", False):
+68            # Only emit the deprecation warning if the credential was constructed directly and not via
+69            # EnvironmentCredential since EnvironmentCredential will emit its own deprecation
+70            # warning if it is used to create a UsernamePasswordCredential.
+71            warnings.warn(
+72                f"{self.__class__.__name__} is deprecated, as it doesn't support multifactor "
+73                "authentication (MFA). For more details, see https://aka.ms/azsdk/identity/mfa.",
+74                category=DeprecationWarning,
+75                stacklevel=2,
+76            )
+77        # The base class will accept an AuthenticationRecord, allowing this credential to authenticate silently the
+78        # first time it's asked for a token. However, we want to ensure this first authentication is not silent, to
+79        # validate the given password. This class therefore doesn't document the authentication_record argument, and we
+80        # discard it here.
+81        kwargs.pop("authentication_record", None)
+82        super(UsernamePasswordCredential, self).__init__(client_id=client_id, **kwargs)
+83        self._username = username
+84        self._password = password
+
+ + + + +
+
+
+ +
+ + class + VisualStudioCodeCredential: + + + +
+ + 
130class VisualStudioCodeCredential:
+131    """Authenticates as the Azure user signed in to Visual Studio Code via the 'Azure Resources' extension.
+132
+133    This currently only works in Windows/WSL environments and requires the 'azure-identity-broker'
+134    package to be installed.
+135
+136    :keyword str tenant_id: A Microsoft Entra tenant ID. Defaults to the tenant specified in the authentication
+137        record file used by the Azure Resources extension.
+138    :keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id"
+139        for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to
+140        acquire tokens for any tenant the application can access.
+141    """
+142
+143    def __init__(self, **kwargs: Any) -> None:
+144
+145        self._broker_credential = None
+146        self._unavailable_message = (
+147            "VisualStudioCodeCredential requires the 'azure-identity-broker' package to be installed. "
+148            "You must also ensure you have the Azure Resources extension installed and have "
+149            "signed in to Azure via Visual Studio Code."
+150        )
+151
+152        broker_credential_class = get_broker_credential()
+153        if broker_credential_class:
+154            try:
+155                # Load the authentication record from the VS Code extension
+156                authentication_record = load_vscode_auth_record()
+157                if not authentication_record:
+158                    self._unavailable_message = (
+159                        "VisualStudioCodeCredential requires the user to be signed in to Azure via Visual Studio Code. "
+160                        "Please ensure you have the Azure Resources extension installed and have signed in."
+161                    )
+162                    return
+163                self._broker_credential = broker_credential_class(
+164                    client_id=AZURE_VSCODE_CLIENT_ID,
+165                    authentication_record=authentication_record,
+166                    parent_window_handle=msal.PublicClientApplication.CONSOLE_WINDOW_HANDLE,
+167                    use_default_broker_account=True,
+168                    disable_interactive_fallback=True,
+169                    **kwargs,
+170                )
+171            except ValueError as ex:
+172                self._unavailable_message = (
+173                    "Failed to load authentication record from Visual Studio Code: "
+174                    f"{ex}. Please ensure you have the Azure Resources extension installed and signed in."
+175                )
+176
+177    def __enter__(self) -> "VisualStudioCodeCredential":
+178        if self._broker_credential:
+179            self._broker_credential.__enter__()
+180        return self
+181
+182    def __exit__(self, *args: Any) -> None:
+183        if self._broker_credential:
+184            self._broker_credential.__exit__(*args)
+185
+186    def close(self) -> None:
+187        """Close the credential's transport session."""
+188        if self._broker_credential:
+189            self._broker_credential.close()
+190
+191    @log_get_token
+192    def get_token(
+193        self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any
+194    ) -> AccessToken:
+195        """Request an access token for `scopes` as the user currently signed in to Visual Studio Code.
+196
+197        This method is called automatically by Azure SDK clients.
+198
+199        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+200            For more information about scopes, see
+201            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+202        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+203            claims challenge following an authorization failure.
+204        :keyword str tenant_id: optional tenant to include in the token request.
+205
+206        :return: An access token with the desired scopes.
+207        :rtype: ~azure.core.credentials.AccessToken
+208        :raises ~azure.identity.CredentialUnavailableError: the credential cannot retrieve user details from Visual
+209          Studio Code
+210        """
+211        if not self._broker_credential:
+212            raise CredentialUnavailableError(message=self._unavailable_message)
+213        if within_dac.get():
+214            try:
+215                token = self._broker_credential.get_token(*scopes, claims=claims, tenant_id=tenant_id, **kwargs)
+216                return token
+217            except ClientAuthenticationError as ex:
+218                raise CredentialUnavailableError(message=ex.message) from ex
+219        return self._broker_credential.get_token(*scopes, claims=claims, tenant_id=tenant_id, **kwargs)
+220
+221    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+222        """Request an access token for `scopes` as the user currently signed in to Visual Studio Code.
+223
+224        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+225        on the token. This method is called automatically by Azure SDK clients.
+226
+227        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+228            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+229        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+230        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+231
+232        :rtype: ~azure.core.credentials.AccessTokenInfo
+233        :return: An AccessTokenInfo instance containing information about the token.
+234        :raises ~azure.identity.CredentialUnavailableError: the credential cannot retrieve user details from Visual
+235          Studio Code.
+236        """
+237        if not self._broker_credential:
+238            raise CredentialUnavailableError(message=self._unavailable_message)
+239        if within_dac.get():
+240            try:
+241                token = self._broker_credential.get_token_info(*scopes, options=options)
+242                return token
+243            except ClientAuthenticationError as ex:
+244                raise CredentialUnavailableError(message=ex.message) from ex
+245        return self._broker_credential.get_token_info(*scopes, options=options)
+
+ + +

Authenticates as the Azure user signed in to Visual Studio Code via the 'Azure Resources' extension.

+ +

This currently only works in Windows/WSL environments and requires the 'azure-identity-broker' +package to be installed.

+ +

:keyword str tenant_id: A Microsoft Entra tenant ID. Defaults to the tenant specified in the authentication + record file used by the Azure Resources extension. +:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified "tenant_id" + for which the credential may acquire tokens. Add the wildcard value "*" to allow the credential to + acquire tokens for any tenant the application can access.

+
+ + +
+ +
+ + VisualStudioCodeCredential(**kwargs: Any) + + + +
+ + 
143    def __init__(self, **kwargs: Any) -> None:
+144
+145        self._broker_credential = None
+146        self._unavailable_message = (
+147            "VisualStudioCodeCredential requires the 'azure-identity-broker' package to be installed. "
+148            "You must also ensure you have the Azure Resources extension installed and have "
+149            "signed in to Azure via Visual Studio Code."
+150        )
+151
+152        broker_credential_class = get_broker_credential()
+153        if broker_credential_class:
+154            try:
+155                # Load the authentication record from the VS Code extension
+156                authentication_record = load_vscode_auth_record()
+157                if not authentication_record:
+158                    self._unavailable_message = (
+159                        "VisualStudioCodeCredential requires the user to be signed in to Azure via Visual Studio Code. "
+160                        "Please ensure you have the Azure Resources extension installed and have signed in."
+161                    )
+162                    return
+163                self._broker_credential = broker_credential_class(
+164                    client_id=AZURE_VSCODE_CLIENT_ID,
+165                    authentication_record=authentication_record,
+166                    parent_window_handle=msal.PublicClientApplication.CONSOLE_WINDOW_HANDLE,
+167                    use_default_broker_account=True,
+168                    disable_interactive_fallback=True,
+169                    **kwargs,
+170                )
+171            except ValueError as ex:
+172                self._unavailable_message = (
+173                    "Failed to load authentication record from Visual Studio Code: "
+174                    f"{ex}. Please ensure you have the Azure Resources extension installed and signed in."
+175                )
+
+ + + + +
+
+ +
+ + def + close(self) -> None: + + + +
+ + 
186    def close(self) -> None:
+187        """Close the credential's transport session."""
+188        if self._broker_credential:
+189            self._broker_credential.close()
+
+ + +

Close the credential's transport session.

+
+ + +
+
+ +
+
@log_get_token
+ + def + get_token( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any) -> azure.core.credentials.AccessToken: + + + +
+ + 
191    @log_get_token
+192    def get_token(
+193        self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] = None, **kwargs: Any
+194    ) -> AccessToken:
+195        """Request an access token for `scopes` as the user currently signed in to Visual Studio Code.
+196
+197        This method is called automatically by Azure SDK clients.
+198
+199        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+200            For more information about scopes, see
+201            https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+202        :keyword str claims: additional claims required in the token, such as those returned in a resource provider's
+203            claims challenge following an authorization failure.
+204        :keyword str tenant_id: optional tenant to include in the token request.
+205
+206        :return: An access token with the desired scopes.
+207        :rtype: ~azure.core.credentials.AccessToken
+208        :raises ~azure.identity.CredentialUnavailableError: the credential cannot retrieve user details from Visual
+209          Studio Code
+210        """
+211        if not self._broker_credential:
+212            raise CredentialUnavailableError(message=self._unavailable_message)
+213        if within_dac.get():
+214            try:
+215                token = self._broker_credential.get_token(*scopes, claims=claims, tenant_id=tenant_id, **kwargs)
+216                return token
+217            except ClientAuthenticationError as ex:
+218                raise CredentialUnavailableError(message=ex.message) from ex
+219        return self._broker_credential.get_token(*scopes, claims=claims, tenant_id=tenant_id, **kwargs)
+
+ + +

Request an access token for scopes as the user currently signed in to Visual Studio Code.

+ +

This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see +https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword str claims: additional claims required in the token, such as those returned in a resource provider's +claims challenge following an authorization failure. +:keyword str tenant_id: optional tenant to include in the token request.
    • +
+ +
Returns
+ +
+

An access token with the desired scopes.

+
+ +
Raises
+ + +
+ + +
+
+ +
+ + def + get_token_info( self, *scopes: str, options: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo: + + + +
+ + 
221    def get_token_info(self, *scopes: str, options: Optional[TokenRequestOptions] = None) -> AccessTokenInfo:
+222        """Request an access token for `scopes` as the user currently signed in to Visual Studio Code.
+223
+224        This is an alternative to `get_token` to enable certain scenarios that require additional properties
+225        on the token. This method is called automatically by Azure SDK clients.
+226
+227        :param str scopes: desired scopes for the access token. This method requires at least one scope.
+228            For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.
+229        :keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.
+230        :paramtype options: ~azure.core.credentials.TokenRequestOptions
+231
+232        :rtype: ~azure.core.credentials.AccessTokenInfo
+233        :return: An AccessTokenInfo instance containing information about the token.
+234        :raises ~azure.identity.CredentialUnavailableError: the credential cannot retrieve user details from Visual
+235          Studio Code.
+236        """
+237        if not self._broker_credential:
+238            raise CredentialUnavailableError(message=self._unavailable_message)
+239        if within_dac.get():
+240            try:
+241                token = self._broker_credential.get_token_info(*scopes, options=options)
+242                return token
+243            except ClientAuthenticationError as ex:
+244                raise CredentialUnavailableError(message=ex.message) from ex
+245        return self._broker_credential.get_token_info(*scopes, options=options)
+
+ + +

Request an access token for scopes as the user currently signed in to Visual Studio Code.

+ +

This is an alternative to get_token to enable certain scenarios that require additional properties +on the token. This method is called automatically by Azure SDK clients.

+ +
Parameters
+ +
    +
  • str scopes: desired scopes for the access token. This method requires at least one scope. +For more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc. +:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional. +:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • +
+ +
Returns
+ +
+

An AccessTokenInfo instance containing information about the token.

+
+ +
Raises
+ + +
+ + +
+
+
+ +
+ + class + WorkloadIdentityCredential(azure.identity.ClientAssertionCredential, azure.identity._credentials.workload_identity.TokenFileMixin): + + + +
+ + 
 40class WorkloadIdentityCredential(ClientAssertionCredential, TokenFileMixin):
+ 41    """Authenticates using Microsoft Entra Workload ID.
+ 42
+ 43    Workload identity authentication is a feature in Azure that allows applications running on virtual machines (VMs)
+ 44    to access other Azure resources without the need for a service principal or managed identity. With workload
+ 45    identity authentication, applications authenticate themselves using their own identity, rather than using a shared
+ 46    service principal or managed identity. Under the hood, workload identity authentication uses the concept of Service
+ 47    Account Credentials (SACs), which are automatically created by Azure and stored securely in the VM. By using
+ 48    workload identity authentication, you can avoid the need to manage and rotate service principals or managed
+ 49    identities for each application on each VM. Additionally, because SACs are created automatically and managed by
+ 50    Azure, you don't need to worry about storing and securing sensitive credentials themselves.
+ 51
+ 52    The WorkloadIdentityCredential supports Azure workload identity authentication on Azure Kubernetes and acquires
+ 53    a token using the service account credentials available in the Azure Kubernetes environment. Refer
+ 54    to `this workload identity overview <https://learn.microsoft.com/azure/aks/workload-identity-overview>`__
+ 55    for more information.
+ 56
+ 57    :keyword str tenant_id: ID of the application's Microsoft Entra tenant. Also called its "directory" ID.
+ 58    :keyword str client_id: The client ID of a Microsoft Entra app registration.
+ 59    :keyword str token_file_path: The path to a file containing a Kubernetes service account token that authenticates
+ 60        the identity.
+ 61
+ 62    .. admonition:: Example:
+ 63
+ 64        .. literalinclude:: ../samples/credential_creation_code_snippets.py
+ 65            :start-after: [START workload_identity_credential]
+ 66            :end-before: [END workload_identity_credential]
+ 67            :language: python
+ 68            :dedent: 4
+ 69            :caption: Create a WorkloadIdentityCredential.
+ 70    """
+ 71
+ 72    def __init__(
+ 73        self,
+ 74        *,
+ 75        tenant_id: Optional[str] = None,
+ 76        client_id: Optional[str] = None,
+ 77        token_file_path: Optional[str] = None,
+ 78        **kwargs: Any,
+ 79    ) -> None:
+ 80        tenant_id = tenant_id or os.environ.get(EnvironmentVariables.AZURE_TENANT_ID)
+ 81        client_id = client_id or os.environ.get(EnvironmentVariables.AZURE_CLIENT_ID)
+ 82        token_file_path = token_file_path or os.environ.get(EnvironmentVariables.AZURE_FEDERATED_TOKEN_FILE)
+ 83
+ 84        missing_args = []
+ 85        if not tenant_id:
+ 86            missing_args.append("'tenant_id'")
+ 87        if not client_id:
+ 88            missing_args.append("'client_id'")
+ 89        if not token_file_path:
+ 90            missing_args.append("'token_file_path'")
+ 91
+ 92        if missing_args:
+ 93            missing_args_str = ", ".join(missing_args)
+ 94            error_message = f"{WORKLOAD_CONFIG_ERROR}. Missing required arguments: {missing_args_str}."
+ 95            raise ValueError(error_message)
+ 96
+ 97        # Type assertions since we've validated these are not None
+ 98        assert tenant_id is not None
+ 99        assert client_id is not None
+100        assert token_file_path is not None
+101
+102        self._token_file_path = token_file_path
+103        super(WorkloadIdentityCredential, self).__init__(
+104            tenant_id=tenant_id,
+105            client_id=client_id,
+106            func=self._get_service_account_token,
+107            token_file_path=token_file_path,
+108            **kwargs,
+109        )
+
+ + +

Authenticates using Microsoft Entra Workload ID.

+ +

Workload identity authentication is a feature in Azure that allows applications running on virtual machines (VMs) +to access other Azure resources without the need for a service principal or managed identity. With workload +identity authentication, applications authenticate themselves using their own identity, rather than using a shared +service principal or managed identity. Under the hood, workload identity authentication uses the concept of Service +Account Credentials (SACs), which are automatically created by Azure and stored securely in the VM. By using +workload identity authentication, you can avoid the need to manage and rotate service principals or managed +identities for each application on each VM. Additionally, because SACs are created automatically and managed by +Azure, you don't need to worry about storing and securing sensitive credentials themselves.

+ +

The WorkloadIdentityCredential supports Azure workload identity authentication on Azure Kubernetes and acquires +a token using the service account credentials available in the Azure Kubernetes environment. Refer +to this workload identity overview _ +for more information.

+ +

:keyword str tenant_id: ID of the application's Microsoft Entra tenant. Also called its "directory" ID. +:keyword str client_id: The client ID of a Microsoft Entra app registration. +:keyword str token_file_path: The path to a file containing a Kubernetes service account token that authenticates + the identity.

+ +

.. admonition:: Example:

+ +
.. literalinclude:: ../samples/credential_creation_code_snippets.py
+    :start-after: [START workload_identity_credential]
+    :end-before: [END workload_identity_credential]
+    :language: python
+    :dedent: 4
+    :caption: Create a WorkloadIdentityCredential.
+
+
+ + +
+ +
+ + WorkloadIdentityCredential( *, tenant_id: Optional[str] = None, client_id: Optional[str] = None, token_file_path: Optional[str] = None, **kwargs: Any) + + + +
+ + 
 72    def __init__(
+ 73        self,
+ 74        *,
+ 75        tenant_id: Optional[str] = None,
+ 76        client_id: Optional[str] = None,
+ 77        token_file_path: Optional[str] = None,
+ 78        **kwargs: Any,
+ 79    ) -> None:
+ 80        tenant_id = tenant_id or os.environ.get(EnvironmentVariables.AZURE_TENANT_ID)
+ 81        client_id = client_id or os.environ.get(EnvironmentVariables.AZURE_CLIENT_ID)
+ 82        token_file_path = token_file_path or os.environ.get(EnvironmentVariables.AZURE_FEDERATED_TOKEN_FILE)
+ 83
+ 84        missing_args = []
+ 85        if not tenant_id:
+ 86            missing_args.append("'tenant_id'")
+ 87        if not client_id:
+ 88            missing_args.append("'client_id'")
+ 89        if not token_file_path:
+ 90            missing_args.append("'token_file_path'")
+ 91
+ 92        if missing_args:
+ 93            missing_args_str = ", ".join(missing_args)
+ 94            error_message = f"{WORKLOAD_CONFIG_ERROR}. Missing required arguments: {missing_args_str}."
+ 95            raise ValueError(error_message)
+ 96
+ 97        # Type assertions since we've validated these are not None
+ 98        assert tenant_id is not None
+ 99        assert client_id is not None
+100        assert token_file_path is not None
+101
+102        self._token_file_path = token_file_path
+103        super(WorkloadIdentityCredential, self).__init__(
+104            tenant_id=tenant_id,
+105            client_id=client_id,
+106            func=self._get_service_account_token,
+107            token_file_path=token_file_path,
+108            **kwargs,
+109        )
+
+ + + + +
+
+
+ +
+ + def + get_bearer_token_provider( credential: Union[azure.core.credentials.TokenCredential, azure.core.credentials.SupportsTokenInfo], *scopes: str) -> Callable[[], str]: + + + +
+ + 
18def get_bearer_token_provider(credential: TokenProvider, *scopes: str) -> Callable[[], str]:
+19    """Returns a callable that provides a bearer token.
+20
+21    It can be used for instance to write code like:
+22
+23    .. code-block:: python
+24
+25        from azure.identity import DefaultAzureCredential, get_bearer_token_provider
+26
+27        credential = DefaultAzureCredential()
+28        bearer_token_provider = get_bearer_token_provider(credential, "https://cognitiveservices.azure.com/.default")
+29
+30        # Usage
+31        request.headers["Authorization"] = "Bearer " + bearer_token_provider()
+32
+33    :param credential: The credential used to authenticate the request.
+34    :type credential: ~azure.core.credentials.TokenCredential
+35    :param str scopes: The scopes required for the bearer token.
+36    :rtype: callable
+37    :return: A callable that returns a bearer token.
+38    """
+39
+40    policy = BearerTokenCredentialPolicy(credential, *scopes)
+41
+42    def wrapper() -> str:
+43        request = _make_request()
+44        policy.on_request(request)
+45        return request.http_request.headers["Authorization"][len("Bearer ") :]
+46
+47    return wrapper
+
+ + +

Returns a callable that provides a bearer token.

+ +

It can be used for instance to write code like:

+ +
+
from azure.identity import DefaultAzureCredential, get_bearer_token_provider
+
+credential = DefaultAzureCredential()
+bearer_token_provider = get_bearer_token_provider(credential, "https://cognitiveservices.azure.com/.default")
+
+# Usage
+request.headers["Authorization"] = "Bearer " + bearer_token_provider()
+
+
+ +
Parameters
+ +
    +
  • credential: The credential used to authenticate the request.
    • +
  • str scopes: The scopes required for the bearer token.
    • +
+ +
Returns
+ +
+

A callable that returns a bearer token.

+
+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/data.html b/docs/data.html new file mode 100644 index 00000000..63fe2289 --- /dev/null +++ b/docs/data.html @@ -0,0 +1,3596 @@ + + + + + + + data API documentation + + + + + + + + + +
+
+

+data

+ + + + + + + 
 1# Copyright (c) Microsoft Corporation.
+ 2# Licensed under the MIT License.
+ 3
+ 4from ._version import VERSION as __version__
+ 5from .client import KustoClient
+ 6from .client_request_properties import ClientRequestProperties
+ 7from .kcsb import KustoConnectionStringBuilder
+ 8from .data_format import DataFormat
+ 9
+10__all__ = [
+11    "KustoClient",
+12    "ClientRequestProperties",
+13    "KustoConnectionStringBuilder",
+14    "DataFormat",
+15]
+
+ + +
+
+ +
+ + class + KustoClient(data.client_base._KustoClientBase): + + + +
+ + 
 49class KustoClient(_KustoClientBase):
+ 50    """
+ 51    Kusto client for Python.
+ 52    The client is a wrapper around the Kusto REST API.
+ 53    To read more about it, go to https://docs.microsoft.com/en-us/azure/kusto/api/rest/
+ 54
+ 55    The primary methods are:
+ 56    `execute_query`:  executes a KQL query against the Kusto service.
+ 57    `execute_mgmt`: executes a KQL control command against the Kusto service.
+ 58    """
+ 59
+ 60    _mgmt_default_timeout = timedelta(hours=1)
+ 61    _query_default_timeout = timedelta(minutes=4)
+ 62    _streaming_ingest_default_timeout = timedelta(minutes=10)
+ 63    _client_server_delta = timedelta(seconds=30)
+ 64
+ 65    # The maximum amount of connections to be able to operate in parallel
+ 66    _max_pool_size = 100
+ 67
+ 68    def __init__(self, kcsb: Union[KustoConnectionStringBuilder, str]):
+ 69        """
+ 70        Kusto Client constructor.
+ 71        :param kcsb: The connection string to initialize KustoClient.
+ 72        :type kcsb: azure.kusto.data.KustoConnectionStringBuilder or str
+ 73        """
+ 74        super().__init__(kcsb, False)
+ 75
+ 76        # Create a session object for connection pooling
+ 77        self._session = requests.Session()
+ 78
+ 79        adapter = HTTPAdapterWithSocketOptions(
+ 80            socket_options=(HTTPConnection.default_socket_options or []) + self.compose_socket_options(), pool_maxsize=self._max_pool_size
+ 81        )
+ 82        self._session.mount("http://", adapter)
+ 83        self._session.mount("https://", adapter)
+ 84
+ 85    def close(self):
+ 86        if not self._is_closed:
+ 87            self._session.close()
+ 88            if self._aad_helper:
+ 89                self._aad_helper.close()
+ 90        super().close()
+ 91
+ 92    def __enter__(self):
+ 93        return self
+ 94
+ 95    def __exit__(self, exc_type, exc_val, exc_tb):
+ 96        self.close()
+ 97
+ 98    def set_proxy(self, proxy_url: str):
+ 99        super().set_proxy(proxy_url)
+100        self._session.proxies = {"http": proxy_url, "https": proxy_url}
+101
+102    def set_http_retries(self, max_retries: int):
+103        """
+104        Set the number of HTTP retries to attempt
+105        """
+106        adapter = HTTPAdapterWithSocketOptions(
+107            socket_options=(HTTPConnection.default_socket_options or []) + self.compose_socket_options(),
+108            pool_maxsize=self._max_pool_size,
+109            max_retries=max_retries,
+110        )
+111        self._session.mount("http://", adapter)
+112        self._session.mount("https://", adapter)
+113
+114    @staticmethod
+115    def compose_socket_options() -> List[Tuple[int, int, int]]:
+116        # Sends TCP Keep-Alive after MAX_IDLE_SECONDS seconds of idleness, once every INTERVAL_SECONDS seconds, and closes the connection after MAX_FAILED_KEEPALIVES failed pings (e.g. 20 => 1:00:30)
+117        MAX_IDLE_SECONDS = 30
+118        INTERVAL_SECONDS = 180  # Corresponds to Azure Load Balancer Service 4 minute timeout, with 1 minute of slack
+119        MAX_FAILED_KEEPALIVES = 20
+120
+121        if (
+122            sys.platform == "linux"
+123            and hasattr(socket, "SOL_SOCKET")
+124            and hasattr(socket, "SO_KEEPALIVE")
+125            and hasattr(socket, "TCP_KEEPIDLE")
+126            and hasattr(socket, "TCP_KEEPINTVL")
+127            and hasattr(socket, "TCP_KEEPCNT")
+128        ):
+129            return [
+130                (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
+131                (socket.IPPROTO_TCP, socket.TCP_KEEPIDLE, MAX_IDLE_SECONDS),
+132                (socket.IPPROTO_TCP, socket.TCP_KEEPINTVL, INTERVAL_SECONDS),
+133                (socket.IPPROTO_TCP, socket.TCP_KEEPCNT, MAX_FAILED_KEEPALIVES),
+134            ]
+135        elif (
+136            sys.platform == "win32"
+137            and hasattr(socket, "SOL_SOCKET")
+138            and hasattr(socket, "SO_KEEPALIVE")
+139            and hasattr(socket, "TCP_KEEPIDLE")
+140            and hasattr(socket, "TCP_KEEPCNT")
+141        ):
+142            return [
+143                (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
+144                (socket.IPPROTO_TCP, socket.TCP_KEEPIDLE, MAX_IDLE_SECONDS),
+145                (socket.IPPROTO_TCP, socket.TCP_KEEPCNT, MAX_FAILED_KEEPALIVES),
+146            ]
+147        elif sys.platform == "darwin" and hasattr(socket, "SOL_SOCKET") and hasattr(socket, "SO_KEEPALIVE") and hasattr(socket, "IPPROTO_TCP"):
+148            TCP_KEEPALIVE = 0x10
+149            return [(socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1), (socket.IPPROTO_TCP, TCP_KEEPALIVE, INTERVAL_SECONDS)]
+150        else:
+151            return []
+152
+153    def execute(self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet:
+154        """
+155        Executes a query or management command.
+156        :param Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
+157        :param str query: Query to be executed.
+158        :param azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
+159        :return: Kusto response data set.
+160        :rtype: azure.kusto.data.response.KustoResponseDataSet
+161        """
+162        query = query.strip()
+163        if query.startswith("."):
+164            return self.execute_mgmt(database, query, properties)
+165        return self.execute_query(database, query, properties)
+166
+167    @distributed_trace(name_of_span="KustoClient.query_cmd", kind=SpanKind.CLIENT)
+168    def execute_query(self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet:
+169        """
+170        Execute a KQL query.
+171        To learn more about KQL go to https://docs.microsoft.com/en-us/azure/kusto/query/
+172        :param Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
+173        :param str query: Query to be executed.
+174        :param azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
+175        :return: Kusto response data set.
+176        :rtype: azure.kusto.data.response.KustoResponseDataSet
+177        """
+178        database = self._get_database_or_default(database)
+179        Span.set_query_attributes(self._kusto_cluster, database, properties)
+180        request = ExecuteRequestParams._from_query(
+181            query,
+182            database,
+183            properties,
+184            self._request_headers,
+185            self._query_default_timeout,
+186            self._mgmt_default_timeout,
+187            self._client_server_delta,
+188            self.client_details,
+189        )
+190        return self._execute(self._query_endpoint, request, properties)
+191
+192    @distributed_trace(name_of_span="KustoClient.control_cmd", kind=SpanKind.CLIENT)
+193    def execute_mgmt(self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet:
+194        """
+195        Execute a KQL control command.
+196        To learn more about KQL control commands go to  https://docs.microsoft.com/en-us/azure/kusto/management/
+197        :param Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
+198        :param str query: Query to be executed.
+199        :param azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
+200        :return: Kusto response data set.
+201        :rtype: azure.kusto.data.response.KustoResponseDataSet
+202        """
+203        database = self._get_database_or_default(database)
+204        Span.set_query_attributes(self._kusto_cluster, database, properties)
+205        request = ExecuteRequestParams._from_query(
+206            query,
+207            database,
+208            properties,
+209            self._request_headers,
+210            self._mgmt_default_timeout,
+211            self._mgmt_default_timeout,
+212            self._client_server_delta,
+213            self.client_details,
+214        )
+215        return self._execute(self._mgmt_endpoint, request, properties)
+216
+217    @distributed_trace(name_of_span="KustoClient.streaming_ingest", kind=SpanKind.CLIENT)
+218    def execute_streaming_ingest(
+219        self,
+220        database: Optional[str],
+221        table: str,
+222        stream: Optional[IO[AnyStr]],
+223        blob_url: Optional[str],
+224        stream_format: Union[DataFormat, str],
+225        properties: Optional[ClientRequestProperties] = None,
+226        mapping_name: str = None,
+227    ):
+228        """
+229        Execute streaming ingest against this client
+230        If the Kusto service is not configured to allow streaming ingestion, this may raise an error
+231        To learn more about streaming ingestion go to:
+232        https://docs.microsoft.com/en-us/azure/data-explorer/ingest-data-streaming
+233        :param Optional[str] database: Target database. If not provided, will default to the "Initial Catalog" value in the connection string
+234        :param str table: Target table.
+235        :param Optional[IO[AnyStr]] stream: a stream object or which contains the data to ingest.
+236        :param Optional[str] blob_url: An url to a blob which contains the data to ingest. Provide either this or stream.
+237        :param DataFormat stream_format: Format of the data in the stream.
+238        :param ClientRequestProperties properties: additional request properties.
+239        :param str mapping_name: Pre-defined mapping of the table. Required when stream_format is json/avro.
+240        """
+241        database = self._get_database_or_default(database)
+242
+243        stream_format = stream_format.kusto_value if isinstance(stream_format, DataFormat) else DataFormat[stream_format.upper()].kusto_value
+244        endpoint = self._streaming_ingest_endpoint + database + "/" + table + "?streamFormat=" + stream_format
+245        if mapping_name is not None:
+246            endpoint = endpoint + "&mappingName=" + mapping_name
+247        if blob_url:
+248            endpoint += "&sourceKind=uri"
+249            request = ExecuteRequestParams._from_blob_url(
+250                blob_url,
+251                properties,
+252                self._request_headers,
+253                self._streaming_ingest_default_timeout,
+254                self._mgmt_default_timeout,
+255                self._client_server_delta,
+256                self.client_details,
+257            )
+258        elif stream:
+259            request = ExecuteRequestParams._from_stream(
+260                stream,
+261                properties,
+262                self._request_headers,
+263                self._streaming_ingest_default_timeout,
+264                self._mgmt_default_timeout,
+265                self._client_server_delta,
+266                self.client_details,
+267            )
+268        else:
+269            raise Exception("execute_streaming_ingest is expecting either a stream or blob url")
+270
+271        Span.set_streaming_ingest_attributes(self._kusto_cluster, database, table, properties)
+272        self._execute(endpoint, request, properties)
+273
+274    def _execute_streaming_query_parsed(
+275        self,
+276        database: Optional[str],
+277        query: str,
+278        timeout: timedelta = _KustoClientBase._query_default_timeout,
+279        properties: Optional[ClientRequestProperties] = None,
+280    ) -> StreamingDataSetEnumerator:
+281        request = ExecuteRequestParams._from_query(
+282            query, database, properties, self._request_headers, timeout, self._mgmt_default_timeout, self._client_server_delta, self.client_details
+283        )
+284        response = self._execute(self._query_endpoint, request, properties, stream_response=True)
+285        response.raw.decode_content = True
+286        return StreamingDataSetEnumerator(JsonTokenReader(response.raw))
+287
+288    @distributed_trace(name_of_span="KustoClient.streaming_query", kind=SpanKind.CLIENT)
+289    def execute_streaming_query(
+290        self,
+291        database: Optional[str],
+292        query: str,
+293        timeout: timedelta = _KustoClientBase._query_default_timeout,
+294        properties: Optional[ClientRequestProperties] = None,
+295    ) -> KustoStreamingResponseDataSet:
+296        """
+297        Execute a KQL query without reading it all to memory.
+298        The resulting KustoStreamingResponseDataSet will stream one table at a time, and the rows can be retrieved sequentially.
+299
+300        :param Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
+301        :param str query: Query to be executed.
+302        :param timedelta timeout: timeout for the query to be executed
+303        :param azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
+304        :return KustoStreamingResponseDataSet:
+305        """
+306        Span.set_query_attributes(self._kusto_cluster, database, properties)
+307
+308        return KustoStreamingResponseDataSet(self._execute_streaming_query_parsed(database, query, timeout, properties))
+309
+310    def _execute(
+311        self,
+312        endpoint: str,
+313        request: ExecuteRequestParams,
+314        properties: Optional[ClientRequestProperties] = None,
+315        stream_response: bool = False,
+316    ) -> Union[KustoResponseDataSet, Response]:
+317        """Executes given query against this client"""
+318        if self._is_closed:
+319            raise KustoClosedError()
+320        self.validate_endpoint()
+321
+322        request_headers = request.request_headers
+323        if self._aad_helper:
+324            request_headers["Authorization"] = self._aad_helper.acquire_authorization_header()
+325
+326        # trace http post call for response
+327        invoker = lambda: self._session.post(
+328            endpoint,
+329            headers=request_headers,
+330            json=request.json_payload,
+331            data=request.payload,
+332            timeout=request.timeout.seconds,
+333            stream=stream_response,
+334            allow_redirects=False,
+335        )
+336
+337        try:
+338            response = MonitoredActivity.invoke(
+339                invoker, name_of_span="KustoClient.http_post", tracing_attributes=Span.create_http_attributes("POST", endpoint, request_headers)
+340            )
+341        except Exception as e:
+342            raise KustoNetworkError(endpoint, None if properties is None else properties.client_request_id) from e
+343
+344        if stream_response:
+345            try:
+346                response.raise_for_status()
+347                if 300 <= response.status_code < 400:
+348                    raise Exception("Unexpected redirection, got status code: " + str(response.status))
+349                return response
+350            except Exception as e:
+351                raise self._handle_http_error(e, self._query_endpoint, None, response, response.status_code, response.json(), response.text)
+352
+353        response_json = None
+354        try:
+355            if 300 <= response.status_code < 400:
+356                raise Exception("Unexpected redirection, got status code: " + str(response.status))
+357            if response.text:
+358                response_json = response.json()
+359            else:
+360                raise KustoServiceError("The content of the response contains no data.", response)
+361            response.raise_for_status()
+362        except Exception as e:
+363            raise self._handle_http_error(e, endpoint, request.payload, response, response.status_code, response_json, response.text)
+364        # trace response processing
+365        return MonitoredActivity.invoke(lambda: self._kusto_parse_by_endpoint(endpoint, response_json), name_of_span="KustoClient.processing_response")
+
+ + +

Kusto client for Python. +The client is a wrapper around the Kusto REST API. +To read more about it, go to https://docs.microsoft.com/en-us/azure/kusto/api/rest/

+ +

The primary methods are: +execute_query: executes a KQL query against the Kusto service. +execute_mgmt: executes a KQL control command against the Kusto service.

+
+ + +
+ +
+ + KustoClient(kcsb: Union[KustoConnectionStringBuilder, str]) + + + +
+ + 
68    def __init__(self, kcsb: Union[KustoConnectionStringBuilder, str]):
+69        """
+70        Kusto Client constructor.
+71        :param kcsb: The connection string to initialize KustoClient.
+72        :type kcsb: azure.kusto.data.KustoConnectionStringBuilder or str
+73        """
+74        super().__init__(kcsb, False)
+75
+76        # Create a session object for connection pooling
+77        self._session = requests.Session()
+78
+79        adapter = HTTPAdapterWithSocketOptions(
+80            socket_options=(HTTPConnection.default_socket_options or []) + self.compose_socket_options(), pool_maxsize=self._max_pool_size
+81        )
+82        self._session.mount("http://", adapter)
+83        self._session.mount("https://", adapter)
+
+ + +

Kusto Client constructor.

+ +
Parameters
+ +
    +
  • kcsb: The connection string to initialize KustoClient.
    • +
+
+ + +
+
+ +
+ + def + close(self): + + + +
+ + 
85    def close(self):
+86        if not self._is_closed:
+87            self._session.close()
+88            if self._aad_helper:
+89                self._aad_helper.close()
+90        super().close()
+
+ + + + +
+
+ +
+ + def + set_proxy(self, proxy_url: str): + + + +
+ + 
 98    def set_proxy(self, proxy_url: str):
+ 99        super().set_proxy(proxy_url)
+100        self._session.proxies = {"http": proxy_url, "https": proxy_url}
+
+ + + + +
+
+ +
+ + def + set_http_retries(self, max_retries: int): + + + +
+ + 
102    def set_http_retries(self, max_retries: int):
+103        """
+104        Set the number of HTTP retries to attempt
+105        """
+106        adapter = HTTPAdapterWithSocketOptions(
+107            socket_options=(HTTPConnection.default_socket_options or []) + self.compose_socket_options(),
+108            pool_maxsize=self._max_pool_size,
+109            max_retries=max_retries,
+110        )
+111        self._session.mount("http://", adapter)
+112        self._session.mount("https://", adapter)
+
+ + +

Set the number of HTTP retries to attempt

+
+ + +
+
+ +
+
@staticmethod
+ + def + compose_socket_options() -> List[Tuple[int, int, int]]: + + + +
+ + 
114    @staticmethod
+115    def compose_socket_options() -> List[Tuple[int, int, int]]:
+116        # Sends TCP Keep-Alive after MAX_IDLE_SECONDS seconds of idleness, once every INTERVAL_SECONDS seconds, and closes the connection after MAX_FAILED_KEEPALIVES failed pings (e.g. 20 => 1:00:30)
+117        MAX_IDLE_SECONDS = 30
+118        INTERVAL_SECONDS = 180  # Corresponds to Azure Load Balancer Service 4 minute timeout, with 1 minute of slack
+119        MAX_FAILED_KEEPALIVES = 20
+120
+121        if (
+122            sys.platform == "linux"
+123            and hasattr(socket, "SOL_SOCKET")
+124            and hasattr(socket, "SO_KEEPALIVE")
+125            and hasattr(socket, "TCP_KEEPIDLE")
+126            and hasattr(socket, "TCP_KEEPINTVL")
+127            and hasattr(socket, "TCP_KEEPCNT")
+128        ):
+129            return [
+130                (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
+131                (socket.IPPROTO_TCP, socket.TCP_KEEPIDLE, MAX_IDLE_SECONDS),
+132                (socket.IPPROTO_TCP, socket.TCP_KEEPINTVL, INTERVAL_SECONDS),
+133                (socket.IPPROTO_TCP, socket.TCP_KEEPCNT, MAX_FAILED_KEEPALIVES),
+134            ]
+135        elif (
+136            sys.platform == "win32"
+137            and hasattr(socket, "SOL_SOCKET")
+138            and hasattr(socket, "SO_KEEPALIVE")
+139            and hasattr(socket, "TCP_KEEPIDLE")
+140            and hasattr(socket, "TCP_KEEPCNT")
+141        ):
+142            return [
+143                (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
+144                (socket.IPPROTO_TCP, socket.TCP_KEEPIDLE, MAX_IDLE_SECONDS),
+145                (socket.IPPROTO_TCP, socket.TCP_KEEPCNT, MAX_FAILED_KEEPALIVES),
+146            ]
+147        elif sys.platform == "darwin" and hasattr(socket, "SOL_SOCKET") and hasattr(socket, "SO_KEEPALIVE") and hasattr(socket, "IPPROTO_TCP"):
+148            TCP_KEEPALIVE = 0x10
+149            return [(socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1), (socket.IPPROTO_TCP, TCP_KEEPALIVE, INTERVAL_SECONDS)]
+150        else:
+151            return []
+
+ + + + +
+
+ +
+ + def + execute( self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> data.response.KustoResponseDataSet: + + + +
+ + 
153    def execute(self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet:
+154        """
+155        Executes a query or management command.
+156        :param Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
+157        :param str query: Query to be executed.
+158        :param azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
+159        :return: Kusto response data set.
+160        :rtype: azure.kusto.data.response.KustoResponseDataSet
+161        """
+162        query = query.strip()
+163        if query.startswith("."):
+164            return self.execute_mgmt(database, query, properties)
+165        return self.execute_query(database, query, properties)
+
+ + +

Executes a query or management command.

+ +
Parameters
+ +
    +
  • Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
    • +
  • str query: Query to be executed.
    • +
  • azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
    • +
+ +
Returns
+ +
+

Kusto response data set.

+
+
+ + +
+
+ +
+
@distributed_trace(name_of_span='KustoClient.query_cmd', kind=SpanKind.CLIENT)
+ + def + execute_query( self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> data.response.KustoResponseDataSet: + + + +
+ + 
167    @distributed_trace(name_of_span="KustoClient.query_cmd", kind=SpanKind.CLIENT)
+168    def execute_query(self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet:
+169        """
+170        Execute a KQL query.
+171        To learn more about KQL go to https://docs.microsoft.com/en-us/azure/kusto/query/
+172        :param Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
+173        :param str query: Query to be executed.
+174        :param azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
+175        :return: Kusto response data set.
+176        :rtype: azure.kusto.data.response.KustoResponseDataSet
+177        """
+178        database = self._get_database_or_default(database)
+179        Span.set_query_attributes(self._kusto_cluster, database, properties)
+180        request = ExecuteRequestParams._from_query(
+181            query,
+182            database,
+183            properties,
+184            self._request_headers,
+185            self._query_default_timeout,
+186            self._mgmt_default_timeout,
+187            self._client_server_delta,
+188            self.client_details,
+189        )
+190        return self._execute(self._query_endpoint, request, properties)
+
+ + +

Execute a KQL query. +To learn more about KQL go to https://docs.microsoft.com/en-us/azure/kusto/query/

+ +
Parameters
+ +
    +
  • Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
    • +
  • str query: Query to be executed.
    • +
  • azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
    • +
+ +
Returns
+ +
+

Kusto response data set.

+
+
+ + +
+
+ +
+
@distributed_trace(name_of_span='KustoClient.control_cmd', kind=SpanKind.CLIENT)
+ + def + execute_mgmt( self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> data.response.KustoResponseDataSet: + + + +
+ + 
192    @distributed_trace(name_of_span="KustoClient.control_cmd", kind=SpanKind.CLIENT)
+193    def execute_mgmt(self, database: Optional[str], query: str, properties: Optional[ClientRequestProperties] = None) -> KustoResponseDataSet:
+194        """
+195        Execute a KQL control command.
+196        To learn more about KQL control commands go to  https://docs.microsoft.com/en-us/azure/kusto/management/
+197        :param Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
+198        :param str query: Query to be executed.
+199        :param azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
+200        :return: Kusto response data set.
+201        :rtype: azure.kusto.data.response.KustoResponseDataSet
+202        """
+203        database = self._get_database_or_default(database)
+204        Span.set_query_attributes(self._kusto_cluster, database, properties)
+205        request = ExecuteRequestParams._from_query(
+206            query,
+207            database,
+208            properties,
+209            self._request_headers,
+210            self._mgmt_default_timeout,
+211            self._mgmt_default_timeout,
+212            self._client_server_delta,
+213            self.client_details,
+214        )
+215        return self._execute(self._mgmt_endpoint, request, properties)
+
+ + +

Execute a KQL control command. +To learn more about KQL control commands go to https://docs.microsoft.com/en-us/azure/kusto/management/

+ +
Parameters
+ +
    +
  • Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
    • +
  • str query: Query to be executed.
    • +
  • azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
    • +
+ +
Returns
+ +
+

Kusto response data set.

+
+
+ + +
+
+ +
+
@distributed_trace(name_of_span='KustoClient.streaming_ingest', kind=SpanKind.CLIENT)
+ + def + execute_streaming_ingest( self, database: Optional[str], table: str, stream: Optional[IO[~AnyStr]], blob_url: Optional[str], stream_format: Union[DataFormat, str], properties: Optional[ClientRequestProperties] = None, mapping_name: str = None): + + + +
+ + 
217    @distributed_trace(name_of_span="KustoClient.streaming_ingest", kind=SpanKind.CLIENT)
+218    def execute_streaming_ingest(
+219        self,
+220        database: Optional[str],
+221        table: str,
+222        stream: Optional[IO[AnyStr]],
+223        blob_url: Optional[str],
+224        stream_format: Union[DataFormat, str],
+225        properties: Optional[ClientRequestProperties] = None,
+226        mapping_name: str = None,
+227    ):
+228        """
+229        Execute streaming ingest against this client
+230        If the Kusto service is not configured to allow streaming ingestion, this may raise an error
+231        To learn more about streaming ingestion go to:
+232        https://docs.microsoft.com/en-us/azure/data-explorer/ingest-data-streaming
+233        :param Optional[str] database: Target database. If not provided, will default to the "Initial Catalog" value in the connection string
+234        :param str table: Target table.
+235        :param Optional[IO[AnyStr]] stream: a stream object or which contains the data to ingest.
+236        :param Optional[str] blob_url: An url to a blob which contains the data to ingest. Provide either this or stream.
+237        :param DataFormat stream_format: Format of the data in the stream.
+238        :param ClientRequestProperties properties: additional request properties.
+239        :param str mapping_name: Pre-defined mapping of the table. Required when stream_format is json/avro.
+240        """
+241        database = self._get_database_or_default(database)
+242
+243        stream_format = stream_format.kusto_value if isinstance(stream_format, DataFormat) else DataFormat[stream_format.upper()].kusto_value
+244        endpoint = self._streaming_ingest_endpoint + database + "/" + table + "?streamFormat=" + stream_format
+245        if mapping_name is not None:
+246            endpoint = endpoint + "&mappingName=" + mapping_name
+247        if blob_url:
+248            endpoint += "&sourceKind=uri"
+249            request = ExecuteRequestParams._from_blob_url(
+250                blob_url,
+251                properties,
+252                self._request_headers,
+253                self._streaming_ingest_default_timeout,
+254                self._mgmt_default_timeout,
+255                self._client_server_delta,
+256                self.client_details,
+257            )
+258        elif stream:
+259            request = ExecuteRequestParams._from_stream(
+260                stream,
+261                properties,
+262                self._request_headers,
+263                self._streaming_ingest_default_timeout,
+264                self._mgmt_default_timeout,
+265                self._client_server_delta,
+266                self.client_details,
+267            )
+268        else:
+269            raise Exception("execute_streaming_ingest is expecting either a stream or blob url")
+270
+271        Span.set_streaming_ingest_attributes(self._kusto_cluster, database, table, properties)
+272        self._execute(endpoint, request, properties)
+
+ + +

Execute streaming ingest against this client +If the Kusto service is not configured to allow streaming ingestion, this may raise an error +To learn more about streaming ingestion go to: +https://docs.microsoft.com/en-us/azure/data-explorer/ingest-data-streaming

+ +
Parameters
+ +
    +
  • Optional[str] database: Target database. If not provided, will default to the "Initial Catalog" value in the connection string
    • +
  • str table: Target table.
    • +
  • Optional[IO[AnyStr]] stream: a stream object or which contains the data to ingest.
    • +
  • Optional[str] blob_url: An url to a blob which contains the data to ingest. Provide either this or stream.
    • +
  • DataFormat stream_format: Format of the data in the stream.
    • +
  • ClientRequestProperties properties: additional request properties.
    • +
  • str mapping_name: Pre-defined mapping of the table. Required when stream_format is json/avro.
    • +
+
+ + +
+
+ +
+
@distributed_trace(name_of_span='KustoClient.streaming_query', kind=SpanKind.CLIENT)
+ + def + execute_streaming_query( self, database: Optional[str], query: str, timeout: datetime.timedelta = datetime.timedelta(seconds=270), properties: Optional[ClientRequestProperties] = None) -> data.response.KustoStreamingResponseDataSet: + + + +
+ + 
288    @distributed_trace(name_of_span="KustoClient.streaming_query", kind=SpanKind.CLIENT)
+289    def execute_streaming_query(
+290        self,
+291        database: Optional[str],
+292        query: str,
+293        timeout: timedelta = _KustoClientBase._query_default_timeout,
+294        properties: Optional[ClientRequestProperties] = None,
+295    ) -> KustoStreamingResponseDataSet:
+296        """
+297        Execute a KQL query without reading it all to memory.
+298        The resulting KustoStreamingResponseDataSet will stream one table at a time, and the rows can be retrieved sequentially.
+299
+300        :param Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
+301        :param str query: Query to be executed.
+302        :param timedelta timeout: timeout for the query to be executed
+303        :param azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
+304        :return KustoStreamingResponseDataSet:
+305        """
+306        Span.set_query_attributes(self._kusto_cluster, database, properties)
+307
+308        return KustoStreamingResponseDataSet(self._execute_streaming_query_parsed(database, query, timeout, properties))
+
+ + +

Execute a KQL query without reading it all to memory. +The resulting KustoStreamingResponseDataSet will stream one table at a time, and the rows can be retrieved sequentially.

+ +
Parameters
+ +
    +
  • Optional[str] database: Database against query will be executed. If not provided, will default to the "Initial Catalog" value in the connection string
    • +
  • str query: Query to be executed.
    • +
  • timedelta timeout: timeout for the query to be executed
    • +
  • azure.kusto.data.ClientRequestProperties properties: Optional additional properties.
    • +
+ +
Returns
+
+ + +
+
+
+ +
+ + class + ClientRequestProperties: + + + +
+ + 
 8class ClientRequestProperties:
+ 9    """This class is a POD used by client making requests to describe specific needs from the service executing the requests.
+10    For more information please look at: https://docs.microsoft.com/en-us/azure/kusto/api/netfx/request-properties
+11    """
+12
+13    client_request_id: str
+14    application: str
+15    user: str
+16    _CLIENT_REQUEST_ID = "client_request_id"
+17
+18    results_defer_partial_query_failures_option_name = "deferpartialqueryfailures"
+19    request_timeout_option_name = "servertimeout"
+20    no_request_timeout_option_name = "norequesttimeout"
+21
+22    def __init__(self):
+23        self._options = {}
+24        self._parameters = {}
+25        self.client_request_id = None
+26        self.application = None
+27        self.user = None
+28
+29    def set_parameter(self, name: str, value: str):
+30        """Sets a parameter's value"""
+31        assert_string_is_not_empty(name)
+32        self._parameters[name] = value
+33
+34    def has_parameter(self, name: str) -> bool:
+35        """Checks if a parameter is specified."""
+36        return name in self._parameters
+37
+38    def get_parameter(self, name: str, default_value: str) -> str:
+39        """Gets a parameter's value."""
+40        return self._parameters.get(name, default_value)
+41
+42    def set_option(self, name: str, value: Any):
+43        """Sets an option's value"""
+44        assert_string_is_not_empty(name)
+45        self._options[name] = value
+46
+47    def has_option(self, name: str) -> bool:
+48        """Checks if an option is specified."""
+49        return name in self._options
+50
+51    def get_option(self, name: str, default_value: Any) -> str:
+52        """Gets an option's value."""
+53        return self._options.get(name, default_value)
+54
+55    def to_json(self) -> str:
+56        """Safe serialization to a JSON string."""
+57        return json.dumps({"Options": self._options, "Parameters": self._parameters}, default=str)
+58
+59    def get_tracing_attributes(self) -> dict:
+60        """Gets dictionary of attributes to be documented during tracing"""
+61        return {self._CLIENT_REQUEST_ID: str(self.client_request_id)}
+
+ + +

This class is a POD used by client making requests to describe specific needs from the service executing the requests. +For more information please look at: https://docs.microsoft.com/en-us/azure/kusto/api/netfx/request-properties

+
+ + +
+
+ client_request_id: str + + +
+ + + + +
+
+
+ application: str + + +
+ + + + +
+
+
+ user: str + + +
+ + + + +
+
+
+ results_defer_partial_query_failures_option_name = +'deferpartialqueryfailures' + + +
+ + + + +
+
+
+ request_timeout_option_name = +'servertimeout' + + +
+ + + + +
+
+
+ no_request_timeout_option_name = +'norequesttimeout' + + +
+ + + + +
+
+ +
+ + def + set_parameter(self, name: str, value: str): + + + +
+ + 
29    def set_parameter(self, name: str, value: str):
+30        """Sets a parameter's value"""
+31        assert_string_is_not_empty(name)
+32        self._parameters[name] = value
+
+ + +

Sets a parameter's value

+
+ + +
+
+ +
+ + def + has_parameter(self, name: str) -> bool: + + + +
+ + 
34    def has_parameter(self, name: str) -> bool:
+35        """Checks if a parameter is specified."""
+36        return name in self._parameters
+
+ + +

Checks if a parameter is specified.

+
+ + +
+
+ +
+ + def + get_parameter(self, name: str, default_value: str) -> str: + + + +
+ + 
38    def get_parameter(self, name: str, default_value: str) -> str:
+39        """Gets a parameter's value."""
+40        return self._parameters.get(name, default_value)
+
+ + +

Gets a parameter's value.

+
+ + +
+
+ +
+ + def + set_option(self, name: str, value: Any): + + + +
+ + 
42    def set_option(self, name: str, value: Any):
+43        """Sets an option's value"""
+44        assert_string_is_not_empty(name)
+45        self._options[name] = value
+
+ + +

Sets an option's value

+
+ + +
+
+ +
+ + def + has_option(self, name: str) -> bool: + + + +
+ + 
47    def has_option(self, name: str) -> bool:
+48        """Checks if an option is specified."""
+49        return name in self._options
+
+ + +

Checks if an option is specified.

+
+ + +
+
+ +
+ + def + get_option(self, name: str, default_value: Any) -> str: + + + +
+ + 
51    def get_option(self, name: str, default_value: Any) -> str:
+52        """Gets an option's value."""
+53        return self._options.get(name, default_value)
+
+ + +

Gets an option's value.

+
+ + +
+
+ +
+ + def + to_json(self) -> str: + + + +
+ + 
55    def to_json(self) -> str:
+56        """Safe serialization to a JSON string."""
+57        return json.dumps({"Options": self._options, "Parameters": self._parameters}, default=str)
+
+ + +

Safe serialization to a JSON string.

+
+ + +
+
+ +
+ + def + get_tracing_attributes(self) -> dict: + + + +
+ + 
59    def get_tracing_attributes(self) -> dict:
+60        """Gets dictionary of attributes to be documented during tracing"""
+61        return {self._CLIENT_REQUEST_ID: str(self.client_request_id)}
+
+ + +

Gets dictionary of attributes to be documented during tracing

+
+ + +
+
+
+ +
+ + class + KustoConnectionStringBuilder: + + + +
+ + 
116class KustoConnectionStringBuilder:
+117    """
+118    Parses Kusto connection strings.
+119    For usages, check out the sample at:
+120        https://github.com/Azure/azure-kusto-python/blob/master/azure-kusto-data/tests/sample.py
+121    """
+122
+123    DEFAULT_DATABASE_NAME = "NetDefaultDB"
+124
+125    interactive_login: bool = False
+126    az_cli_login: bool = False
+127    device_login: bool = False
+128    token_credential_login: bool = False
+129
+130    device_callback: DeviceCallbackType = None
+131    msi_authentication: bool = False
+132    msi_parameters: Optional[dict] = None
+133
+134    token_provider: Optional[Callable[[], str]] = None
+135    async_token_provider: Optional[Callable[[], Coroutine[None, None, str]]] = None
+136
+137    application_for_tracing: Optional[str] = None
+138    user_name_for_tracing: Optional[str] = None
+139
+140    azure_credential: Optional[Any] = None
+141    azure_credential_from_login_endpoint: Optional[Any] = None
+142
+143    application_public_certificate: Optional[str] = None
+144
+145    def __init__(self, connection_string: str):
+146        """
+147        Creates new KustoConnectionStringBuilder.
+148        :param str connection_string: Kusto connection string should be of the format:
+149        https://<clusterName>.kusto.windows.net;AAD User ID="user@microsoft.com";Password=P@ssWord
+150        For more information please look at:
+151        https://kusto.azurewebsites.net/docs/concepts/kusto_connection_strings.html
+152        """
+153        assert_string_is_not_empty(connection_string)
+154        self._internal_dict = {}
+155
+156        if connection_string is not None and "=" not in connection_string.partition(";")[0]:
+157            connection_string = "Data Source=" + connection_string
+158
+159        self[SupportedKeywords.AUTHORITY_ID] = "organizations"
+160
+161        for kvp_string in connection_string.split(";"):
+162            key, _, value = kvp_string.partition("=")
+163            keyword = Keyword.parse(key)
+164
+165            value_stripped = value.strip()
+166            if keyword.is_str_type():
+167                if keyword.name == SupportedKeywords.DATA_SOURCE:
+168                    self[keyword.name] = value_stripped.rstrip("/")
+169                    self._parse_data_source(self.data_source)
+170                elif keyword.name == SupportedKeywords.TRACE_USER_NAME:
+171                    self.user_name_for_tracing = value_stripped
+172                elif keyword.name == SupportedKeywords.TRACE_APP_NAME:
+173                    self.application_for_tracing = value_stripped
+174                else:
+175                    self[keyword.name] = value_stripped
+176            elif keyword.is_bool_type():
+177                if value_stripped in ["True", "true"]:
+178                    self[keyword.name] = True
+179                elif value_stripped in ["False", "false"]:
+180                    self[keyword.name] = False
+181                else:
+182                    raise KeyError("Expected aad federated security to be bool. Recieved %s" % value)
+183
+184        if self.initial_catalog is None:
+185            self.initial_catalog = self.DEFAULT_DATABASE_NAME
+186
+187    def __setitem__(self, key: "Union[SupportedKeywords, str]", value: Union[str, bool, dict]):
+188        keyword = Keyword.parse(key)
+189
+190        if value is None:
+191            raise TypeError("Value cannot be None.")
+192
+193        if keyword.is_str_type():
+194            self._internal_dict[keyword.name] = value.strip()
+195        elif keyword.is_bool_type():
+196            if not isinstance(value, bool):
+197                raise TypeError("Expected %s to be bool" % key)
+198            self._internal_dict[keyword.name] = value
+199        else:
+200            raise KeyError("KustoConnectionStringBuilder supports only bools and strings.")
+201
+202    @classmethod
+203    def with_aad_user_password_authentication(
+204        cls, connection_string: str, user_id: str, password: str, authority_id: str = "organizations"
+205    ) -> "KustoConnectionStringBuilder":
+206        """
+207        Creates a KustoConnection string builder that will authenticate with AAD user name and
+208        password.
+209        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+210        :param str user_id: AAD user ID.
+211        :param str password: Corresponding password of the AAD user.
+212        :param str authority_id: optional param. defaults to "organizations"
+213        """
+214        assert_string_is_not_empty(user_id)
+215        assert_string_is_not_empty(password)
+216
+217        kcsb = cls(connection_string)
+218        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+219        kcsb[SupportedKeywords.USER_ID] = user_id
+220        kcsb[SupportedKeywords.AUTHORITY_ID] = authority_id
+221        kcsb[SupportedKeywords.PASSWORD] = password
+222
+223        return kcsb
+224
+225    @classmethod
+226    def with_aad_user_token_authentication(cls, connection_string: str, user_token: str) -> "KustoConnectionStringBuilder":
+227        """
+228        Creates a KustoConnection string builder that will authenticate with AAD application and
+229        a certificate credentials.
+230        :param str connection_string: Kusto connection string should be of the format:
+231        https://<clusterName>.kusto.windows.net
+232        :param str user_token: AAD user token.
+233        """
+234        assert_string_is_not_empty(user_token)
+235
+236        kcsb = cls(connection_string)
+237        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+238        kcsb[SupportedKeywords.USER_TOKEN] = user_token
+239
+240        return kcsb
+241
+242    @classmethod
+243    def with_aad_application_key_authentication(
+244        cls, connection_string: str, aad_app_id: str, app_key: str, authority_id: str
+245    ) -> "KustoConnectionStringBuilder":
+246        """
+247        Creates a KustoConnection string builder that will authenticate with AAD application and key.
+248        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+249        :param str aad_app_id: AAD application ID.
+250        :param str app_key: Corresponding key of the AAD application.
+251        :param str authority_id: Authority id (aka Tenant id) must be provided
+252        """
+253        assert_string_is_not_empty(aad_app_id)
+254        assert_string_is_not_empty(app_key)
+255        assert_string_is_not_empty(authority_id)
+256
+257        kcsb = cls(connection_string)
+258        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+259        kcsb[SupportedKeywords.APPLICATION_CLIENT_ID] = aad_app_id
+260        kcsb[SupportedKeywords.APPLICATION_KEY] = app_key
+261        kcsb[SupportedKeywords.AUTHORITY_ID] = authority_id
+262
+263        return kcsb
+264
+265    @classmethod
+266    def with_aad_application_certificate_authentication(
+267        cls, connection_string: str, aad_app_id: str, certificate: str, thumbprint: str, authority_id: str
+268    ) -> "KustoConnectionStringBuilder":
+269        """
+270        Creates a KustoConnection string builder that will authenticate with AAD application using
+271        a certificate.
+272        :param str connection_string: Kusto connection string should be of the format:
+273        https://<clusterName>.kusto.windows.net
+274        :param str aad_app_id: AAD application ID.
+275        :param str certificate: A PEM encoded certificate private key.
+276        :param str thumbprint: hex encoded thumbprint of the certificate.
+277        :param str authority_id: Authority id (aka Tenant id) must be provided
+278        """
+279        assert_string_is_not_empty(aad_app_id)
+280        assert_string_is_not_empty(certificate)
+281        assert_string_is_not_empty(thumbprint)
+282        assert_string_is_not_empty(authority_id)
+283
+284        kcsb = cls(connection_string)
+285        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+286        kcsb[SupportedKeywords.APPLICATION_CLIENT_ID] = aad_app_id
+287        kcsb[SupportedKeywords.APPLICATION_CERTIFICATE_BLOB] = certificate
+288        kcsb[SupportedKeywords.APPLICATION_CERTIFICATE_THUMBPRINT] = thumbprint
+289        kcsb[SupportedKeywords.AUTHORITY_ID] = authority_id
+290
+291        return kcsb
+292
+293    @classmethod
+294    def with_aad_application_certificate_sni_authentication(
+295        cls, connection_string: str, aad_app_id: str, private_certificate: str, public_certificate: str, thumbprint: str, authority_id: str
+296    ) -> "KustoConnectionStringBuilder":
+297        """
+298        Creates a KustoConnection string builder that will authenticate with AAD application using
+299        a certificate Subject Name and Issuer.
+300        :param str connection_string: Kusto connection string should be of the format:
+301        https://<clusterName>.kusto.windows.net
+302        :param str aad_app_id: AAD application ID.
+303        :param str private_certificate: A PEM encoded certificate private key.
+304        :param str public_certificate: A public certificate matching the provided PEM certificate private key.
+305        :param str thumbprint: hex encoded thumbprint of the certificate.
+306        :param str authority_id: Authority id (aka Tenant id) must be provided
+307        """
+308        assert_string_is_not_empty(aad_app_id)
+309        assert_string_is_not_empty(private_certificate)
+310        assert_string_is_not_empty(public_certificate)
+311        assert_string_is_not_empty(thumbprint)
+312        assert_string_is_not_empty(authority_id)
+313
+314        kcsb = cls(connection_string)
+315        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+316        kcsb[SupportedKeywords.APPLICATION_CLIENT_ID] = aad_app_id
+317        kcsb[SupportedKeywords.APPLICATION_CERTIFICATE_BLOB] = private_certificate
+318        kcsb.application_public_certificate = public_certificate
+319        kcsb[SupportedKeywords.APPLICATION_CERTIFICATE_THUMBPRINT] = thumbprint
+320        kcsb[SupportedKeywords.AUTHORITY_ID] = authority_id
+321
+322        return kcsb
+323
+324    @classmethod
+325    def with_aad_application_token_authentication(cls, connection_string: str, application_token: str) -> "KustoConnectionStringBuilder":
+326        """
+327        Creates a KustoConnection string builder that will authenticate with AAD application and
+328        an application token.
+329        :param str connection_string: Kusto connection string should be of the format:
+330        https://<clusterName>.kusto.windows.net
+331        :param str application_token: AAD application token.
+332        """
+333        assert_string_is_not_empty(application_token)
+334        kcsb = cls(connection_string)
+335        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+336        kcsb[SupportedKeywords.APPLICATION_TOKEN] = application_token
+337
+338        return kcsb
+339
+340    @classmethod
+341    def with_aad_device_authentication(
+342        cls, connection_string: str, authority_id: str = "organizations", callback: DeviceCallbackType = None
+343    ) -> "KustoConnectionStringBuilder":
+344        """
+345        Creates a KustoConnection string builder that will authenticate with AAD application and
+346        password.
+347        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+348        :param str authority_id: optional param. defaults to "organizations"
+349        :param DeviceCallbackType callback: options callback function to be called when authentication is required, accepts three parameters:
+350                - ``verification_uri`` (str) the URL the user must visit
+351                - ``user_code`` (str) the code the user must enter there
+352                - ``expires_on`` (datetime.datetime) the UTC time at which the code will expire
+353        """
+354        kcsb = cls(connection_string)
+355        kcsb.device_login = True
+356        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+357        kcsb[SupportedKeywords.AUTHORITY_ID] = authority_id
+358        kcsb.device_callback = callback
+359
+360        return kcsb
+361
+362    @classmethod
+363    def with_az_cli_authentication(cls, connection_string: str) -> "KustoConnectionStringBuilder":
+364        """
+365        Creates a KustoConnection string builder that will use existing authenticated az cli profile
+366        password.
+367        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+368        """
+369        kcsb = cls(connection_string)
+370        kcsb.az_cli_login = True
+371        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+372
+373        return kcsb
+374
+375    @classmethod
+376    def with_aad_managed_service_identity_authentication(
+377        cls, connection_string: str, client_id: str = None, object_id: str = None, msi_res_id: str = None, timeout: int = None
+378    ) -> "KustoConnectionStringBuilder":
+379        """
+380        Creates a KustoConnection string builder that will authenticate with AAD application, using
+381        an application token obtained from a Microsoft Service Identity endpoint. An optional user
+382        assigned application ID can be added to the token.
+383
+384        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+385        :param client_id: an optional user assigned identity provided as an Azure ID of a client
+386        :param object_id: an optional user assigned identity provided as an Azure ID of an object
+387        :param msi_res_id: an optional user assigned identity provided as an Azure ID of an MSI resource
+388        :param timeout: an optional timeout (seconds) to wait for an MSI Authentication to occur
+389        """
+390
+391        kcsb = cls(connection_string)
+392        params = {}
+393        exclusive_pcount = 0
+394
+395        if timeout is not None:
+396            params["connection_timeout"] = timeout
+397
+398        if client_id is not None:
+399            params["client_id"] = client_id
+400            exclusive_pcount += 1
+401
+402        if object_id is not None:
+403            # Until we upgrade azure-identity to version 1.4.1, only client_id is excepted as a hint for user managed service identity
+404            raise ValueError("User Managed Service Identity with object_id is temporarily not supported by azure identity 1.3.1. Please use client_id instead.")
+405            # noinspection PyUnreachableCode
+406            params["object_id"] = object_id
+407            exclusive_pcount += 1
+408
+409        if msi_res_id is not None:
+410            # Until we upgrade azure-identity to version 1.4.1, only client_id is excepted as a hint for user managed service identity
+411            raise ValueError(
+412                "User Managed Service Identity with msi_res_id is temporarily not supported by azure identity 1.3.1. Please use client_id instead."
+413            )
+414            # noinspection PyUnreachableCode
+415            params["msi_res_id"] = msi_res_id
+416            exclusive_pcount += 1
+417
+418        if exclusive_pcount > 1:
+419            raise ValueError("the following parameters are mutually exclusive and can not be provided at the same time: client_uid, object_id, msi_res_id")
+420
+421        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+422        kcsb.msi_authentication = True
+423        kcsb.msi_parameters = params
+424
+425        return kcsb
+426
+427    @classmethod
+428    def with_token_provider(cls, connection_string: str, token_provider: Callable[[], str]) -> "KustoConnectionStringBuilder":
+429        """
+430        Create a KustoConnectionStringBuilder that uses a callback function to obtain a connection token
+431        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+432        :param token_provider: a parameterless function that returns a valid bearer token for the relevant kusto resource as a string
+433        """
+434
+435        assert callable(token_provider)
+436
+437        kcsb = cls(connection_string)
+438        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+439        kcsb.token_provider = token_provider
+440
+441        return kcsb
+442
+443    @classmethod
+444    def with_async_token_provider(
+445        cls,
+446        connection_string: str,
+447        async_token_provider: Callable[[], Coroutine[None, None, str]],
+448    ) -> "KustoConnectionStringBuilder":
+449        """
+450        Create a KustoConnectionStringBuilder that uses an async callback function to obtain a connection token
+451        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+452        :param async_token_provider: a parameterless function that after awaiting returns a valid bearer token for the relevant kusto resource as a string
+453        """
+454
+455        assert callable(async_token_provider)
+456
+457        kcsb = cls(connection_string)
+458        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+459        kcsb.async_token_provider = async_token_provider
+460
+461        return kcsb
+462
+463    @classmethod
+464    def with_interactive_login(
+465        cls, connection_string: str, user_id_hint: Optional[str] = None, tenant_hint: Optional[str] = None
+466    ) -> "KustoConnectionStringBuilder":
+467        kcsb = cls(connection_string)
+468        kcsb.interactive_login = True
+469        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+470        if user_id_hint is not None:
+471            kcsb[SupportedKeywords.USER_ID] = user_id_hint
+472
+473        if tenant_hint is not None:
+474            kcsb[SupportedKeywords.AUTHORITY_ID] = tenant_hint
+475
+476        return kcsb
+477
+478    @classmethod
+479    def with_azure_token_credential(
+480        cls,
+481        connection_string: str,
+482        credential: Optional[Any] = None,
+483        credential_from_login_endpoint: Optional[Callable[[str], Any]] = None,
+484    ) -> "KustoConnectionStringBuilder":
+485        """
+486        Create a KustoConnectionStringBuilder that uses an azure token credential to obtain a connection token.
+487        :param connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+488        :param credential: an optional token credential to use for authentication
+489        :param credential_from_login_endpoint: an optional function that returns a token credential for the relevant kusto resource
+490        """
+491        kcsb = cls(connection_string)
+492        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+493        kcsb.token_credential_login = True
+494        kcsb.azure_credential = credential
+495        kcsb.azure_credential_from_login_endpoint = credential_from_login_endpoint
+496
+497        return kcsb
+498
+499    @classmethod
+500    def with_no_authentication(cls, connection_string: str) -> "KustoConnectionStringBuilder":
+501        """
+502        Create a KustoConnectionStringBuilder that uses no authentication.
+503        :param connection_string: Kusto's connection string should be of the format: http://<clusterName>.kusto.windows.net
+504        """
+505        if not connection_string.startswith("http://"):
+506            raise ValueError("Connection string must start with http://")
+507        kcsb = cls(connection_string)
+508        kcsb[SupportedKeywords.FEDERATED_SECURITY] = False
+509
+510        return kcsb
+511
+512    @property
+513    def data_source(self) -> Optional[str]:
+514        """The URI specifying the Kusto service endpoint.
+515        For example, https://kuskus.kusto.windows.net or net.tcp://localhost
+516        """
+517        return self._internal_dict.get(SupportedKeywords.DATA_SOURCE)
+518
+519    @property
+520    def initial_catalog(self) -> Optional[str]:
+521        """The default database to be used for requests.
+522        By default, it is set to 'NetDefaultDB'.
+523        """
+524        return self._internal_dict.get(SupportedKeywords.INITIAL_CATALOG)
+525
+526    @initial_catalog.setter
+527    def initial_catalog(self, value: str) -> None:
+528        self._internal_dict[SupportedKeywords.INITIAL_CATALOG] = value
+529
+530    @property
+531    def aad_user_id(self) -> Optional[str]:
+532        """The username to use for AAD Federated AuthN."""
+533        return self._internal_dict.get(SupportedKeywords.USER_ID)
+534
+535    @property
+536    def application_client_id(self) -> Optional[str]:
+537        """The application client id to use for authentication when federated
+538        authentication is used.
+539        """
+540        return self._internal_dict.get(SupportedKeywords.APPLICATION_CLIENT_ID)
+541
+542    @property
+543    def application_key(self) -> Optional[str]:
+544        """The application key to use for authentication when federated authentication is used"""
+545        return self._internal_dict.get(SupportedKeywords.APPLICATION_KEY)
+546
+547    @property
+548    def application_certificate(self) -> Optional[str]:
+549        """A PEM encoded certificate private key."""
+550        return self._internal_dict.get(SupportedKeywords.APPLICATION_CERTIFICATE_BLOB)
+551
+552    @application_certificate.setter
+553    def application_certificate(self, value: str):
+554        self[SupportedKeywords.APPLICATION_CERTIFICATE_BLOB] = value
+555
+556    @property
+557    def application_certificate_thumbprint(self) -> Optional[str]:
+558        """hex encoded thumbprint of the certificate."""
+559        return self._internal_dict.get(SupportedKeywords.APPLICATION_CERTIFICATE_THUMBPRINT)
+560
+561    @application_certificate_thumbprint.setter
+562    def application_certificate_thumbprint(self, value: str):
+563        self[SupportedKeywords.APPLICATION_CERTIFICATE_THUMBPRINT] = value
+564
+565    @property
+566    def authority_id(self) -> Optional[str]:
+567        """The ID of the AAD tenant where the application is configured.
+568        (should be supplied only for non-Microsoft tenant)"""
+569        return self._internal_dict.get(SupportedKeywords.AUTHORITY_ID)
+570
+571    @authority_id.setter
+572    def authority_id(self, value: str):
+573        self[SupportedKeywords.AUTHORITY_ID] = value
+574
+575    @property
+576    def aad_federated_security(self) -> Optional[bool]:
+577        """A Boolean value that instructs the client to perform AAD federated authentication."""
+578        return self._internal_dict.get(SupportedKeywords.FEDERATED_SECURITY)
+579
+580    @property
+581    def user_token(self) -> Optional[str]:
+582        """User token."""
+583        return self._internal_dict.get(SupportedKeywords.USER_TOKEN)
+584
+585    @property
+586    def application_token(self) -> Optional[str]:
+587        """Application token."""
+588        return self._internal_dict.get(SupportedKeywords.APPLICATION_TOKEN)
+589
+590    @property
+591    def client_details(self) -> ClientDetails:
+592        return ClientDetails(self.application_for_tracing, self.user_name_for_tracing)
+593
+594    @property
+595    def login_hint(self) -> Optional[str]:
+596        return self._internal_dict.get(SupportedKeywords.USER_ID)
+597
+598    @property
+599    def domain_hint(self) -> Optional[str]:
+600        return self._internal_dict.get(SupportedKeywords.AUTHORITY_ID)
+601
+602    @property
+603    def password(self) -> Optional[str]:
+604        return self._internal_dict.get(SupportedKeywords.PASSWORD)
+605
+606    def _set_connector_details(
+607        self,
+608        name: str,
+609        version: str,
+610        app_name: Optional[str] = None,
+611        app_version: Optional[str] = None,
+612        send_user: bool = False,
+613        override_user: Optional[str] = None,
+614        additional_fields: Optional[List[Tuple[str, str]]] = None,
+615    ):
+616        """
+617        Sets the connector details for tracing purposes.
+618        :param name:  The name of the connector
+619        :param version:  The version of the connector
+620        :param send_user: Whether to send the user name
+621        :param override_user: Override the user name ( if send_user is True )
+622        :param app_name: The name of the containing application
+623        :param app_version: The version of the containing application
+624        :param additional_fields: Additional fields to add to the header
+625        """
+626        client_details = ClientDetails.set_connector_details(name, version, app_name, app_version, send_user, override_user, additional_fields)
+627
+628        self.application_for_tracing = client_details.application_for_tracing
+629        self.user_name_for_tracing = client_details.user_name_for_tracing
+630
+631    def __str__(self) -> str:
+632        dict_copy = self._internal_dict.copy()
+633        for key in dict_copy:
+634            if Keyword.lookup(key).secret:
+635                dict_copy[key] = "****"
+636        return self._build_connection_string(dict_copy)
+637
+638    def __repr__(self) -> str:
+639        return self._build_connection_string(self._internal_dict)
+640
+641    def _build_connection_string(self, kcsb_as_dict: dict) -> str:
+642        return ";".join(["{0}={1}".format(word.value, kcsb_as_dict[word]) for word in SupportedKeywords if word in kcsb_as_dict])
+643
+644    def _parse_data_source(self, url: str):
+645        url = urlparse(url)
+646        if not url.netloc:
+647            return
+648        segments = url.path.lstrip("/").split("/")
+649        if len(segments) == 1 and segments[0] and not self.initial_catalog:
+650            self.initial_catalog = segments[0]
+651            self._internal_dict[SupportedKeywords.DATA_SOURCE] = url._replace(path="").geturl()
+
+ + +

Parses Kusto connection strings. +For usages, check out the sample at: + https://github.com/Azure/azure-kusto-python/blob/master/azure-kusto-data/tests/sample.py

+
+ + +
+ +
+ + KustoConnectionStringBuilder(connection_string: str) + + + +
+ + 
145    def __init__(self, connection_string: str):
+146        """
+147        Creates new KustoConnectionStringBuilder.
+148        :param str connection_string: Kusto connection string should be of the format:
+149        https://<clusterName>.kusto.windows.net;AAD User ID="user@microsoft.com";Password=P@ssWord
+150        For more information please look at:
+151        https://kusto.azurewebsites.net/docs/concepts/kusto_connection_strings.html
+152        """
+153        assert_string_is_not_empty(connection_string)
+154        self._internal_dict = {}
+155
+156        if connection_string is not None and "=" not in connection_string.partition(";")[0]:
+157            connection_string = "Data Source=" + connection_string
+158
+159        self[SupportedKeywords.AUTHORITY_ID] = "organizations"
+160
+161        for kvp_string in connection_string.split(";"):
+162            key, _, value = kvp_string.partition("=")
+163            keyword = Keyword.parse(key)
+164
+165            value_stripped = value.strip()
+166            if keyword.is_str_type():
+167                if keyword.name == SupportedKeywords.DATA_SOURCE:
+168                    self[keyword.name] = value_stripped.rstrip("/")
+169                    self._parse_data_source(self.data_source)
+170                elif keyword.name == SupportedKeywords.TRACE_USER_NAME:
+171                    self.user_name_for_tracing = value_stripped
+172                elif keyword.name == SupportedKeywords.TRACE_APP_NAME:
+173                    self.application_for_tracing = value_stripped
+174                else:
+175                    self[keyword.name] = value_stripped
+176            elif keyword.is_bool_type():
+177                if value_stripped in ["True", "true"]:
+178                    self[keyword.name] = True
+179                elif value_stripped in ["False", "false"]:
+180                    self[keyword.name] = False
+181                else:
+182                    raise KeyError("Expected aad federated security to be bool. Recieved %s" % value)
+183
+184        if self.initial_catalog is None:
+185            self.initial_catalog = self.DEFAULT_DATABASE_NAME
+
+ + +

Creates new KustoConnectionStringBuilder.

+ +
Parameters
+ + +
+ + +
+
+
+ DEFAULT_DATABASE_NAME = +'NetDefaultDB' + + +
+ + + + +
+
+
+ interactive_login: bool = +False + + +
+ + + + +
+
+
+ az_cli_login: bool = +False + + +
+ + + + +
+
+
+ device_login: bool = +False + + +
+ + + + +
+
+
+ token_credential_login: bool = +False + + +
+ + + + +
+
+
+ device_callback: Callable[[str, str, datetime.datetime], NoneType] = +None + + +
+ + + + +
+
+
+ msi_authentication: bool = +False + + +
+ + + + +
+
+
+ msi_parameters: Optional[dict] = +None + + +
+ + + + +
+
+
+ token_provider: Optional[Callable[[], str]] = +None + + +
+ + + + +
+
+
+ async_token_provider: Optional[Callable[[], Coroutine[NoneType, NoneType, str]]] = +None + + +
+ + + + +
+
+
+ application_for_tracing: Optional[str] = +None + + +
+ + + + +
+
+
+ user_name_for_tracing: Optional[str] = +None + + +
+ + + + +
+
+
+ azure_credential: Optional[Any] = +None + + +
+ + + + +
+
+
+ azure_credential_from_login_endpoint: Optional[Any] = +None + + +
+ + + + +
+
+
+ application_public_certificate: Optional[str] = +None + + +
+ + + + +
+
+ +
+
@classmethod
+ + def + with_aad_user_password_authentication( cls, connection_string: str, user_id: str, password: str, authority_id: str = 'organizations') -> KustoConnectionStringBuilder: + + + +
+ + 
202    @classmethod
+203    def with_aad_user_password_authentication(
+204        cls, connection_string: str, user_id: str, password: str, authority_id: str = "organizations"
+205    ) -> "KustoConnectionStringBuilder":
+206        """
+207        Creates a KustoConnection string builder that will authenticate with AAD user name and
+208        password.
+209        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+210        :param str user_id: AAD user ID.
+211        :param str password: Corresponding password of the AAD user.
+212        :param str authority_id: optional param. defaults to "organizations"
+213        """
+214        assert_string_is_not_empty(user_id)
+215        assert_string_is_not_empty(password)
+216
+217        kcsb = cls(connection_string)
+218        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+219        kcsb[SupportedKeywords.USER_ID] = user_id
+220        kcsb[SupportedKeywords.AUTHORITY_ID] = authority_id
+221        kcsb[SupportedKeywords.PASSWORD] = password
+222
+223        return kcsb
+
+ + +

Creates a KustoConnection string builder that will authenticate with AAD user name and +password.

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: https: //.kusto.windows.net
    • +
  • str user_id: AAD user ID.
    • +
  • str password: Corresponding password of the AAD user.
    • +
  • str authority_id: optional param. defaults to "organizations"
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_aad_user_token_authentication( cls, connection_string: str, user_token: str) -> KustoConnectionStringBuilder: + + + +
+ + 
225    @classmethod
+226    def with_aad_user_token_authentication(cls, connection_string: str, user_token: str) -> "KustoConnectionStringBuilder":
+227        """
+228        Creates a KustoConnection string builder that will authenticate with AAD application and
+229        a certificate credentials.
+230        :param str connection_string: Kusto connection string should be of the format:
+231        https://<clusterName>.kusto.windows.net
+232        :param str user_token: AAD user token.
+233        """
+234        assert_string_is_not_empty(user_token)
+235
+236        kcsb = cls(connection_string)
+237        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+238        kcsb[SupportedKeywords.USER_TOKEN] = user_token
+239
+240        return kcsb
+
+ + +

Creates a KustoConnection string builder that will authenticate with AAD application and +a certificate credentials.

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: +https://.kusto.windows.net
    • +
  • str user_token: AAD user token.
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_aad_application_key_authentication( cls, connection_string: str, aad_app_id: str, app_key: str, authority_id: str) -> KustoConnectionStringBuilder: + + + +
+ + 
242    @classmethod
+243    def with_aad_application_key_authentication(
+244        cls, connection_string: str, aad_app_id: str, app_key: str, authority_id: str
+245    ) -> "KustoConnectionStringBuilder":
+246        """
+247        Creates a KustoConnection string builder that will authenticate with AAD application and key.
+248        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+249        :param str aad_app_id: AAD application ID.
+250        :param str app_key: Corresponding key of the AAD application.
+251        :param str authority_id: Authority id (aka Tenant id) must be provided
+252        """
+253        assert_string_is_not_empty(aad_app_id)
+254        assert_string_is_not_empty(app_key)
+255        assert_string_is_not_empty(authority_id)
+256
+257        kcsb = cls(connection_string)
+258        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+259        kcsb[SupportedKeywords.APPLICATION_CLIENT_ID] = aad_app_id
+260        kcsb[SupportedKeywords.APPLICATION_KEY] = app_key
+261        kcsb[SupportedKeywords.AUTHORITY_ID] = authority_id
+262
+263        return kcsb
+
+ + +

Creates a KustoConnection string builder that will authenticate with AAD application and key.

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: https: //.kusto.windows.net
    • +
  • str aad_app_id: AAD application ID.
    • +
  • str app_key: Corresponding key of the AAD application.
    • +
  • str authority_id: Authority id (aka Tenant id) must be provided
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_aad_application_certificate_authentication( cls, connection_string: str, aad_app_id: str, certificate: str, thumbprint: str, authority_id: str) -> KustoConnectionStringBuilder: + + + +
+ + 
265    @classmethod
+266    def with_aad_application_certificate_authentication(
+267        cls, connection_string: str, aad_app_id: str, certificate: str, thumbprint: str, authority_id: str
+268    ) -> "KustoConnectionStringBuilder":
+269        """
+270        Creates a KustoConnection string builder that will authenticate with AAD application using
+271        a certificate.
+272        :param str connection_string: Kusto connection string should be of the format:
+273        https://<clusterName>.kusto.windows.net
+274        :param str aad_app_id: AAD application ID.
+275        :param str certificate: A PEM encoded certificate private key.
+276        :param str thumbprint: hex encoded thumbprint of the certificate.
+277        :param str authority_id: Authority id (aka Tenant id) must be provided
+278        """
+279        assert_string_is_not_empty(aad_app_id)
+280        assert_string_is_not_empty(certificate)
+281        assert_string_is_not_empty(thumbprint)
+282        assert_string_is_not_empty(authority_id)
+283
+284        kcsb = cls(connection_string)
+285        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+286        kcsb[SupportedKeywords.APPLICATION_CLIENT_ID] = aad_app_id
+287        kcsb[SupportedKeywords.APPLICATION_CERTIFICATE_BLOB] = certificate
+288        kcsb[SupportedKeywords.APPLICATION_CERTIFICATE_THUMBPRINT] = thumbprint
+289        kcsb[SupportedKeywords.AUTHORITY_ID] = authority_id
+290
+291        return kcsb
+
+ + +

Creates a KustoConnection string builder that will authenticate with AAD application using +a certificate.

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: +https://.kusto.windows.net
    • +
  • str aad_app_id: AAD application ID.
    • +
  • str certificate: A PEM encoded certificate private key.
    • +
  • str thumbprint: hex encoded thumbprint of the certificate.
    • +
  • str authority_id: Authority id (aka Tenant id) must be provided
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_aad_application_certificate_sni_authentication( cls, connection_string: str, aad_app_id: str, private_certificate: str, public_certificate: str, thumbprint: str, authority_id: str) -> KustoConnectionStringBuilder: + + + +
+ + 
293    @classmethod
+294    def with_aad_application_certificate_sni_authentication(
+295        cls, connection_string: str, aad_app_id: str, private_certificate: str, public_certificate: str, thumbprint: str, authority_id: str
+296    ) -> "KustoConnectionStringBuilder":
+297        """
+298        Creates a KustoConnection string builder that will authenticate with AAD application using
+299        a certificate Subject Name and Issuer.
+300        :param str connection_string: Kusto connection string should be of the format:
+301        https://<clusterName>.kusto.windows.net
+302        :param str aad_app_id: AAD application ID.
+303        :param str private_certificate: A PEM encoded certificate private key.
+304        :param str public_certificate: A public certificate matching the provided PEM certificate private key.
+305        :param str thumbprint: hex encoded thumbprint of the certificate.
+306        :param str authority_id: Authority id (aka Tenant id) must be provided
+307        """
+308        assert_string_is_not_empty(aad_app_id)
+309        assert_string_is_not_empty(private_certificate)
+310        assert_string_is_not_empty(public_certificate)
+311        assert_string_is_not_empty(thumbprint)
+312        assert_string_is_not_empty(authority_id)
+313
+314        kcsb = cls(connection_string)
+315        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+316        kcsb[SupportedKeywords.APPLICATION_CLIENT_ID] = aad_app_id
+317        kcsb[SupportedKeywords.APPLICATION_CERTIFICATE_BLOB] = private_certificate
+318        kcsb.application_public_certificate = public_certificate
+319        kcsb[SupportedKeywords.APPLICATION_CERTIFICATE_THUMBPRINT] = thumbprint
+320        kcsb[SupportedKeywords.AUTHORITY_ID] = authority_id
+321
+322        return kcsb
+
+ + +

Creates a KustoConnection string builder that will authenticate with AAD application using +a certificate Subject Name and Issuer.

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: +https://.kusto.windows.net
    • +
  • str aad_app_id: AAD application ID.
    • +
  • str private_certificate: A PEM encoded certificate private key.
    • +
  • str public_certificate: A public certificate matching the provided PEM certificate private key.
    • +
  • str thumbprint: hex encoded thumbprint of the certificate.
    • +
  • str authority_id: Authority id (aka Tenant id) must be provided
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_aad_application_token_authentication( cls, connection_string: str, application_token: str) -> KustoConnectionStringBuilder: + + + +
+ + 
324    @classmethod
+325    def with_aad_application_token_authentication(cls, connection_string: str, application_token: str) -> "KustoConnectionStringBuilder":
+326        """
+327        Creates a KustoConnection string builder that will authenticate with AAD application and
+328        an application token.
+329        :param str connection_string: Kusto connection string should be of the format:
+330        https://<clusterName>.kusto.windows.net
+331        :param str application_token: AAD application token.
+332        """
+333        assert_string_is_not_empty(application_token)
+334        kcsb = cls(connection_string)
+335        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+336        kcsb[SupportedKeywords.APPLICATION_TOKEN] = application_token
+337
+338        return kcsb
+
+ + +

Creates a KustoConnection string builder that will authenticate with AAD application and +an application token.

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: +https://.kusto.windows.net
    • +
  • str application_token: AAD application token.
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_aad_device_authentication( cls, connection_string: str, authority_id: str = 'organizations', callback: Callable[[str, str, datetime.datetime], NoneType] = None) -> KustoConnectionStringBuilder: + + + +
+ + 
340    @classmethod
+341    def with_aad_device_authentication(
+342        cls, connection_string: str, authority_id: str = "organizations", callback: DeviceCallbackType = None
+343    ) -> "KustoConnectionStringBuilder":
+344        """
+345        Creates a KustoConnection string builder that will authenticate with AAD application and
+346        password.
+347        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+348        :param str authority_id: optional param. defaults to "organizations"
+349        :param DeviceCallbackType callback: options callback function to be called when authentication is required, accepts three parameters:
+350                - ``verification_uri`` (str) the URL the user must visit
+351                - ``user_code`` (str) the code the user must enter there
+352                - ``expires_on`` (datetime.datetime) the UTC time at which the code will expire
+353        """
+354        kcsb = cls(connection_string)
+355        kcsb.device_login = True
+356        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+357        kcsb[SupportedKeywords.AUTHORITY_ID] = authority_id
+358        kcsb.device_callback = callback
+359
+360        return kcsb
+
+ + +

Creates a KustoConnection string builder that will authenticate with AAD application and +password.

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: https: //.kusto.windows.net
    • +
  • str authority_id: optional param. defaults to "organizations"
    • +
  • DeviceCallbackType callback: options callback function to be called when authentication is required, accepts three parameters: +
      +
    • verification_uri (str) the URL the user must visit
      • +
    • user_code (str) the code the user must enter there
      • +
    • expires_on (datetime.datetime) the UTC time at which the code will expire
      • +
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_az_cli_authentication(cls, connection_string: str) -> KustoConnectionStringBuilder: + + + +
+ + 
362    @classmethod
+363    def with_az_cli_authentication(cls, connection_string: str) -> "KustoConnectionStringBuilder":
+364        """
+365        Creates a KustoConnection string builder that will use existing authenticated az cli profile
+366        password.
+367        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+368        """
+369        kcsb = cls(connection_string)
+370        kcsb.az_cli_login = True
+371        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+372
+373        return kcsb
+
+ + +

Creates a KustoConnection string builder that will use existing authenticated az cli profile +password.

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: https: //.kusto.windows.net
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_aad_managed_service_identity_authentication( cls, connection_string: str, client_id: str = None, object_id: str = None, msi_res_id: str = None, timeout: int = None) -> KustoConnectionStringBuilder: + + + +
+ + 
375    @classmethod
+376    def with_aad_managed_service_identity_authentication(
+377        cls, connection_string: str, client_id: str = None, object_id: str = None, msi_res_id: str = None, timeout: int = None
+378    ) -> "KustoConnectionStringBuilder":
+379        """
+380        Creates a KustoConnection string builder that will authenticate with AAD application, using
+381        an application token obtained from a Microsoft Service Identity endpoint. An optional user
+382        assigned application ID can be added to the token.
+383
+384        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+385        :param client_id: an optional user assigned identity provided as an Azure ID of a client
+386        :param object_id: an optional user assigned identity provided as an Azure ID of an object
+387        :param msi_res_id: an optional user assigned identity provided as an Azure ID of an MSI resource
+388        :param timeout: an optional timeout (seconds) to wait for an MSI Authentication to occur
+389        """
+390
+391        kcsb = cls(connection_string)
+392        params = {}
+393        exclusive_pcount = 0
+394
+395        if timeout is not None:
+396            params["connection_timeout"] = timeout
+397
+398        if client_id is not None:
+399            params["client_id"] = client_id
+400            exclusive_pcount += 1
+401
+402        if object_id is not None:
+403            # Until we upgrade azure-identity to version 1.4.1, only client_id is excepted as a hint for user managed service identity
+404            raise ValueError("User Managed Service Identity with object_id is temporarily not supported by azure identity 1.3.1. Please use client_id instead.")
+405            # noinspection PyUnreachableCode
+406            params["object_id"] = object_id
+407            exclusive_pcount += 1
+408
+409        if msi_res_id is not None:
+410            # Until we upgrade azure-identity to version 1.4.1, only client_id is excepted as a hint for user managed service identity
+411            raise ValueError(
+412                "User Managed Service Identity with msi_res_id is temporarily not supported by azure identity 1.3.1. Please use client_id instead."
+413            )
+414            # noinspection PyUnreachableCode
+415            params["msi_res_id"] = msi_res_id
+416            exclusive_pcount += 1
+417
+418        if exclusive_pcount > 1:
+419            raise ValueError("the following parameters are mutually exclusive and can not be provided at the same time: client_uid, object_id, msi_res_id")
+420
+421        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+422        kcsb.msi_authentication = True
+423        kcsb.msi_parameters = params
+424
+425        return kcsb
+
+ + +

Creates a KustoConnection string builder that will authenticate with AAD application, using +an application token obtained from a Microsoft Service Identity endpoint. An optional user +assigned application ID can be added to the token.

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: https: //.kusto.windows.net
    • +
  • client_id: an optional user assigned identity provided as an Azure ID of a client
    • +
  • object_id: an optional user assigned identity provided as an Azure ID of an object
    • +
  • msi_res_id: an optional user assigned identity provided as an Azure ID of an MSI resource
    • +
  • timeout: an optional timeout (seconds) to wait for an MSI Authentication to occur
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_token_provider( cls, connection_string: str, token_provider: Callable[[], str]) -> KustoConnectionStringBuilder: + + + +
+ + 
427    @classmethod
+428    def with_token_provider(cls, connection_string: str, token_provider: Callable[[], str]) -> "KustoConnectionStringBuilder":
+429        """
+430        Create a KustoConnectionStringBuilder that uses a callback function to obtain a connection token
+431        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+432        :param token_provider: a parameterless function that returns a valid bearer token for the relevant kusto resource as a string
+433        """
+434
+435        assert callable(token_provider)
+436
+437        kcsb = cls(connection_string)
+438        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+439        kcsb.token_provider = token_provider
+440
+441        return kcsb
+
+ + +

Create a KustoConnectionStringBuilder that uses a callback function to obtain a connection token

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: https: //.kusto.windows.net
    • +
  • token_provider: a parameterless function that returns a valid bearer token for the relevant kusto resource as a string
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_async_token_provider( cls, connection_string: str, async_token_provider: Callable[[], Coroutine[NoneType, NoneType, str]]) -> KustoConnectionStringBuilder: + + + +
+ + 
443    @classmethod
+444    def with_async_token_provider(
+445        cls,
+446        connection_string: str,
+447        async_token_provider: Callable[[], Coroutine[None, None, str]],
+448    ) -> "KustoConnectionStringBuilder":
+449        """
+450        Create a KustoConnectionStringBuilder that uses an async callback function to obtain a connection token
+451        :param str connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+452        :param async_token_provider: a parameterless function that after awaiting returns a valid bearer token for the relevant kusto resource as a string
+453        """
+454
+455        assert callable(async_token_provider)
+456
+457        kcsb = cls(connection_string)
+458        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+459        kcsb.async_token_provider = async_token_provider
+460
+461        return kcsb
+
+ + +

Create a KustoConnectionStringBuilder that uses an async callback function to obtain a connection token

+ +
Parameters
+ +
    +
  • str connection_string: Kusto connection string should be of the format: https: //.kusto.windows.net
    • +
  • async_token_provider: a parameterless function that after awaiting returns a valid bearer token for the relevant kusto resource as a string
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_interactive_login( cls, connection_string: str, user_id_hint: Optional[str] = None, tenant_hint: Optional[str] = None) -> KustoConnectionStringBuilder: + + + +
+ + 
463    @classmethod
+464    def with_interactive_login(
+465        cls, connection_string: str, user_id_hint: Optional[str] = None, tenant_hint: Optional[str] = None
+466    ) -> "KustoConnectionStringBuilder":
+467        kcsb = cls(connection_string)
+468        kcsb.interactive_login = True
+469        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+470        if user_id_hint is not None:
+471            kcsb[SupportedKeywords.USER_ID] = user_id_hint
+472
+473        if tenant_hint is not None:
+474            kcsb[SupportedKeywords.AUTHORITY_ID] = tenant_hint
+475
+476        return kcsb
+
+ + + + +
+
+ +
+
@classmethod
+ + def + with_azure_token_credential( cls, connection_string: str, credential: Optional[Any] = None, credential_from_login_endpoint: Optional[Callable[[str], Any]] = None) -> KustoConnectionStringBuilder: + + + +
+ + 
478    @classmethod
+479    def with_azure_token_credential(
+480        cls,
+481        connection_string: str,
+482        credential: Optional[Any] = None,
+483        credential_from_login_endpoint: Optional[Callable[[str], Any]] = None,
+484    ) -> "KustoConnectionStringBuilder":
+485        """
+486        Create a KustoConnectionStringBuilder that uses an azure token credential to obtain a connection token.
+487        :param connection_string: Kusto connection string should be of the format: https://<clusterName>.kusto.windows.net
+488        :param credential: an optional token credential to use for authentication
+489        :param credential_from_login_endpoint: an optional function that returns a token credential for the relevant kusto resource
+490        """
+491        kcsb = cls(connection_string)
+492        kcsb[SupportedKeywords.FEDERATED_SECURITY] = True
+493        kcsb.token_credential_login = True
+494        kcsb.azure_credential = credential
+495        kcsb.azure_credential_from_login_endpoint = credential_from_login_endpoint
+496
+497        return kcsb
+
+ + +

Create a KustoConnectionStringBuilder that uses an azure token credential to obtain a connection token.

+ +
Parameters
+ +
    +
  • connection_string: Kusto connection string should be of the format: https: //.kusto.windows.net
    • +
  • credential: an optional token credential to use for authentication
    • +
  • credential_from_login_endpoint: an optional function that returns a token credential for the relevant kusto resource
    • +
+
+ + +
+
+ +
+
@classmethod
+ + def + with_no_authentication(cls, connection_string: str) -> KustoConnectionStringBuilder: + + + +
+ + 
499    @classmethod
+500    def with_no_authentication(cls, connection_string: str) -> "KustoConnectionStringBuilder":
+501        """
+502        Create a KustoConnectionStringBuilder that uses no authentication.
+503        :param connection_string: Kusto's connection string should be of the format: http://<clusterName>.kusto.windows.net
+504        """
+505        if not connection_string.startswith("http://"):
+506            raise ValueError("Connection string must start with http://")
+507        kcsb = cls(connection_string)
+508        kcsb[SupportedKeywords.FEDERATED_SECURITY] = False
+509
+510        return kcsb
+
+ + +

Create a KustoConnectionStringBuilder that uses no authentication.

+ +
Parameters
+ +
    +
  • connection_string: Kusto's connection string should be of the format: http: //.kusto.windows.net
    • +
+
+ + +
+
+ +
+ data_source: Optional[str] + + + +
+ + 
512    @property
+513    def data_source(self) -> Optional[str]:
+514        """The URI specifying the Kusto service endpoint.
+515        For example, https://kuskus.kusto.windows.net or net.tcp://localhost
+516        """
+517        return self._internal_dict.get(SupportedKeywords.DATA_SOURCE)
+
+ + +

The URI specifying the Kusto service endpoint. +For example, https://kuskus.kusto.windows.net or net.tcp://localhost

+
+ + +
+
+ +
+ initial_catalog: Optional[str] + + + +
+ + 
519    @property
+520    def initial_catalog(self) -> Optional[str]:
+521        """The default database to be used for requests.
+522        By default, it is set to 'NetDefaultDB'.
+523        """
+524        return self._internal_dict.get(SupportedKeywords.INITIAL_CATALOG)
+
+ + +

The default database to be used for requests. +By default, it is set to 'NetDefaultDB'.

+
+ + +
+
+ +
+ aad_user_id: Optional[str] + + + +
+ + 
530    @property
+531    def aad_user_id(self) -> Optional[str]:
+532        """The username to use for AAD Federated AuthN."""
+533        return self._internal_dict.get(SupportedKeywords.USER_ID)
+
+ + +

The username to use for AAD Federated AuthN.

+
+ + +
+
+ +
+ application_client_id: Optional[str] + + + +
+ + 
535    @property
+536    def application_client_id(self) -> Optional[str]:
+537        """The application client id to use for authentication when federated
+538        authentication is used.
+539        """
+540        return self._internal_dict.get(SupportedKeywords.APPLICATION_CLIENT_ID)
+
+ + +

The application client id to use for authentication when federated +authentication is used.

+
+ + +
+
+ +
+ application_key: Optional[str] + + + +
+ + 
542    @property
+543    def application_key(self) -> Optional[str]:
+544        """The application key to use for authentication when federated authentication is used"""
+545        return self._internal_dict.get(SupportedKeywords.APPLICATION_KEY)
+
+ + +

The application key to use for authentication when federated authentication is used

+
+ + +
+
+ +
+ application_certificate: Optional[str] + + + +
+ + 
547    @property
+548    def application_certificate(self) -> Optional[str]:
+549        """A PEM encoded certificate private key."""
+550        return self._internal_dict.get(SupportedKeywords.APPLICATION_CERTIFICATE_BLOB)
+
+ + +

A PEM encoded certificate private key.

+
+ + +
+
+ +
+ application_certificate_thumbprint: Optional[str] + + + +
+ + 
556    @property
+557    def application_certificate_thumbprint(self) -> Optional[str]:
+558        """hex encoded thumbprint of the certificate."""
+559        return self._internal_dict.get(SupportedKeywords.APPLICATION_CERTIFICATE_THUMBPRINT)
+
+ + +

hex encoded thumbprint of the certificate.

+
+ + +
+
+ +
+ authority_id: Optional[str] + + + +
+ + 
565    @property
+566    def authority_id(self) -> Optional[str]:
+567        """The ID of the AAD tenant where the application is configured.
+568        (should be supplied only for non-Microsoft tenant)"""
+569        return self._internal_dict.get(SupportedKeywords.AUTHORITY_ID)
+
+ + +

The ID of the AAD tenant where the application is configured. +(should be supplied only for non-Microsoft tenant)

+
+ + +
+
+ +
+ aad_federated_security: Optional[bool] + + + +
+ + 
575    @property
+576    def aad_federated_security(self) -> Optional[bool]:
+577        """A Boolean value that instructs the client to perform AAD federated authentication."""
+578        return self._internal_dict.get(SupportedKeywords.FEDERATED_SECURITY)
+
+ + +

A Boolean value that instructs the client to perform AAD federated authentication.

+
+ + +
+
+ +
+ user_token: Optional[str] + + + +
+ + 
580    @property
+581    def user_token(self) -> Optional[str]:
+582        """User token."""
+583        return self._internal_dict.get(SupportedKeywords.USER_TOKEN)
+
+ + +

User token.

+
+ + +
+
+ +
+ application_token: Optional[str] + + + +
+ + 
585    @property
+586    def application_token(self) -> Optional[str]:
+587        """Application token."""
+588        return self._internal_dict.get(SupportedKeywords.APPLICATION_TOKEN)
+
+ + +

Application token.

+
+ + +
+
+ +
+ client_details: data.client_details.ClientDetails + + + +
+ + 
590    @property
+591    def client_details(self) -> ClientDetails:
+592        return ClientDetails(self.application_for_tracing, self.user_name_for_tracing)
+
+ + + + +
+
+ +
+ login_hint: Optional[str] + + + +
+ + 
594    @property
+595    def login_hint(self) -> Optional[str]:
+596        return self._internal_dict.get(SupportedKeywords.USER_ID)
+
+ + + + +
+
+ +
+ domain_hint: Optional[str] + + + +
+ + 
598    @property
+599    def domain_hint(self) -> Optional[str]:
+600        return self._internal_dict.get(SupportedKeywords.AUTHORITY_ID)
+
+ + + + +
+
+ +
+ password: Optional[str] + + + +
+ + 
602    @property
+603    def password(self) -> Optional[str]:
+604        return self._internal_dict.get(SupportedKeywords.PASSWORD)
+
+ + + + +
+
+
+ +
+ + class + DataFormat(enum.Enum): + + + +
+ + 
19class DataFormat(Enum):
+20    """All data formats supported by Kusto."""
+21
+22    CSV = ("csv", IngestionMappingKind.CSV, True)
+23    TSV = ("tsv", IngestionMappingKind.CSV, True)
+24    SCSV = ("scsv", IngestionMappingKind.CSV, True)
+25    SOHSV = ("sohsv", IngestionMappingKind.CSV, True)
+26    PSV = ("psv", IngestionMappingKind.CSV, True)
+27    TXT = ("txt", IngestionMappingKind.CSV, True)
+28    TSVE = ("tsve", IngestionMappingKind.CSV, True)
+29    JSON = ("json", IngestionMappingKind.JSON, True)
+30    SINGLEJSON = ("singlejson", IngestionMappingKind.JSON, True)
+31    MULTIJSON = ("multijson", IngestionMappingKind.JSON, True)
+32    AVRO = ("avro", IngestionMappingKind.AVRO, False)
+33    APACHEAVRO = ("apacheavro", IngestionMappingKind.APACHEAVRO, False)
+34    PARQUET = ("parquet", IngestionMappingKind.PARQUET, False)
+35    SSTREAM = ("sstream", IngestionMappingKind.SSTREAM, False)
+36    ORC = ("orc", IngestionMappingKind.ORC, False)
+37    RAW = ("raw", IngestionMappingKind.CSV, True)
+38    W3CLOGFILE = ("w3clogfile", IngestionMappingKind.W3CLOGFILE, True)
+39
+40    def __init__(self, kusto_value: str, ingestion_mapping_kind: IngestionMappingKind, compressible: bool):
+41        self.kusto_value = kusto_value  # Formatted how Kusto Service expects it
+42        self.ingestion_mapping_kind = ingestion_mapping_kind
+43        self.compressible = compressible  # Binary formats should not be compressed
+
+ + +

All data formats supported by Kusto.

+
+ + +
+
+ CSV = +<DataFormat.CSV: ('csv', <IngestionMappingKind.CSV: 'Csv'>, True)> + + +
+ + + + +
+
+
+ TSV = +<DataFormat.TSV: ('tsv', <IngestionMappingKind.CSV: 'Csv'>, True)> + + +
+ + + + +
+
+
+ SCSV = +<DataFormat.SCSV: ('scsv', <IngestionMappingKind.CSV: 'Csv'>, True)> + + +
+ + + + +
+
+
+ SOHSV = +<DataFormat.SOHSV: ('sohsv', <IngestionMappingKind.CSV: 'Csv'>, True)> + + +
+ + + + +
+
+
+ PSV = +<DataFormat.PSV: ('psv', <IngestionMappingKind.CSV: 'Csv'>, True)> + + +
+ + + + +
+
+
+ TXT = +<DataFormat.TXT: ('txt', <IngestionMappingKind.CSV: 'Csv'>, True)> + + +
+ + + + +
+
+
+ TSVE = +<DataFormat.TSVE: ('tsve', <IngestionMappingKind.CSV: 'Csv'>, True)> + + +
+ + + + +
+
+
+ JSON = +<DataFormat.JSON: ('json', <IngestionMappingKind.JSON: 'Json'>, True)> + + +
+ + + + +
+
+
+ SINGLEJSON = +<DataFormat.SINGLEJSON: ('singlejson', <IngestionMappingKind.JSON: 'Json'>, True)> + + +
+ + + + +
+
+
+ MULTIJSON = +<DataFormat.MULTIJSON: ('multijson', <IngestionMappingKind.JSON: 'Json'>, True)> + + +
+ + + + +
+
+
+ AVRO = +<DataFormat.AVRO: ('avro', <IngestionMappingKind.AVRO: 'Avro'>, False)> + + +
+ + + + +
+
+
+ APACHEAVRO = +<DataFormat.APACHEAVRO: ('apacheavro', <IngestionMappingKind.APACHEAVRO: 'ApacheAvro'>, False)> + + +
+ + + + +
+
+
+ PARQUET = +<DataFormat.PARQUET: ('parquet', <IngestionMappingKind.PARQUET: 'Parquet'>, False)> + + +
+ + + + +
+
+
+ SSTREAM = +<DataFormat.SSTREAM: ('sstream', <IngestionMappingKind.SSTREAM: 'SStream'>, False)> + + +
+ + + + +
+
+
+ ORC = +<DataFormat.ORC: ('orc', <IngestionMappingKind.ORC: 'Orc'>, False)> + + +
+ + + + +
+
+
+ RAW = +<DataFormat.RAW: ('raw', <IngestionMappingKind.CSV: 'Csv'>, True)> + + +
+ + + + +
+
+
+ W3CLOGFILE = +<DataFormat.W3CLOGFILE: ('w3clogfile', <IngestionMappingKind.W3CLOGFILE: 'W3CLogFile'>, True)> + + +
+ + + + +
+
+
+ kusto_value + + +
+ + + + +
+
+
+ ingestion_mapping_kind + + +
+ + + + +
+
+
+ compressible + + +
+ + + + +
+
+
+ + \ No newline at end of file diff --git a/docs/index.html b/docs/index.html new file mode 100644 index 00000000..32c63bdb --- /dev/null +++ b/docs/index.html @@ -0,0 +1,7 @@ + + + + + + + diff --git a/docs/search.js b/docs/search.js new file mode 100644 index 00000000..a721b0ad --- /dev/null +++ b/docs/search.js @@ -0,0 +1,46 @@ +window.pdocSearch = (function(){ +/** elasticlunr - http://weixsong.github.io * Copyright (C) 2017 Oliver Nightingale * Copyright (C) 2017 Wei Song * MIT Licensed */!function(){function e(e){if(null===e||"object"!=typeof e)return e;var t=e.constructor();for(var n in e)e.hasOwnProperty(n)&&(t[n]=e[n]);return t}var t=function(e){var n=new t.Index;return n.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),e&&e.call(n,n),n};t.version="0.9.5",lunr=t,t.utils={},t.utils.warn=function(e){return function(t){e.console&&console.warn&&console.warn(t)}}(this),t.utils.toString=function(e){return void 0===e||null===e?"":e.toString()},t.EventEmitter=function(){this.events={}},t.EventEmitter.prototype.addListener=function(){var e=Array.prototype.slice.call(arguments),t=e.pop(),n=e;if("function"!=typeof t)throw new TypeError("last argument must be a function");n.forEach(function(e){this.hasHandler(e)||(this.events[e]=[]),this.events[e].push(t)},this)},t.EventEmitter.prototype.removeListener=function(e,t){if(this.hasHandler(e)){var n=this.events[e].indexOf(t);-1!==n&&(this.events[e].splice(n,1),0==this.events[e].length&&delete this.events[e])}},t.EventEmitter.prototype.emit=function(e){if(this.hasHandler(e)){var t=Array.prototype.slice.call(arguments,1);this.events[e].forEach(function(e){e.apply(void 0,t)},this)}},t.EventEmitter.prototype.hasHandler=function(e){return e in this.events},t.tokenizer=function(e){if(!arguments.length||null===e||void 0===e)return[];if(Array.isArray(e)){var n=e.filter(function(e){return null===e||void 0===e?!1:!0});n=n.map(function(e){return t.utils.toString(e).toLowerCase()});var i=[];return n.forEach(function(e){var n=e.split(t.tokenizer.seperator);i=i.concat(n)},this),i}return e.toString().trim().toLowerCase().split(t.tokenizer.seperator)},t.tokenizer.defaultSeperator=/[\s\-]+/,t.tokenizer.seperator=t.tokenizer.defaultSeperator,t.tokenizer.setSeperator=function(e){null!==e&&void 0!==e&&"object"==typeof e&&(t.tokenizer.seperator=e)},t.tokenizer.resetSeperator=function(){t.tokenizer.seperator=t.tokenizer.defaultSeperator},t.tokenizer.getSeperator=function(){return t.tokenizer.seperator},t.Pipeline=function(){this._queue=[]},t.Pipeline.registeredFunctions={},t.Pipeline.registerFunction=function(e,n){n in t.Pipeline.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+n),e.label=n,t.Pipeline.registeredFunctions[n]=e},t.Pipeline.getRegisteredFunction=function(e){return e in t.Pipeline.registeredFunctions!=!0?null:t.Pipeline.registeredFunctions[e]},t.Pipeline.warnIfFunctionNotRegistered=function(e){var n=e.label&&e.label in this.registeredFunctions;n||t.utils.warn("Function is not registered with pipeline. This may cause problems when serialising the index.\n",e)},t.Pipeline.load=function(e){var n=new t.Pipeline;return e.forEach(function(e){var i=t.Pipeline.getRegisteredFunction(e);if(!i)throw new Error("Cannot load un-registered function: "+e);n.add(i)}),n},t.Pipeline.prototype.add=function(){var e=Array.prototype.slice.call(arguments);e.forEach(function(e){t.Pipeline.warnIfFunctionNotRegistered(e),this._queue.push(e)},this)},t.Pipeline.prototype.after=function(e,n){t.Pipeline.warnIfFunctionNotRegistered(n);var i=this._queue.indexOf(e);if(-1===i)throw new Error("Cannot find existingFn");this._queue.splice(i+1,0,n)},t.Pipeline.prototype.before=function(e,n){t.Pipeline.warnIfFunctionNotRegistered(n);var i=this._queue.indexOf(e);if(-1===i)throw new Error("Cannot find existingFn");this._queue.splice(i,0,n)},t.Pipeline.prototype.remove=function(e){var t=this._queue.indexOf(e);-1!==t&&this._queue.splice(t,1)},t.Pipeline.prototype.run=function(e){for(var t=[],n=e.length,i=this._queue.length,o=0;n>o;o++){for(var r=e[o],s=0;i>s&&(r=this._queue[s](r,o,e),void 0!==r&&null!==r);s++);void 0!==r&&null!==r&&t.push(r)}return t},t.Pipeline.prototype.reset=function(){this._queue=[]},t.Pipeline.prototype.get=function(){return this._queue},t.Pipeline.prototype.toJSON=function(){return this._queue.map(function(e){return t.Pipeline.warnIfFunctionNotRegistered(e),e.label})},t.Index=function(){this._fields=[],this._ref="id",this.pipeline=new t.Pipeline,this.documentStore=new t.DocumentStore,this.index={},this.eventEmitter=new t.EventEmitter,this._idfCache={},this.on("add","remove","update",function(){this._idfCache={}}.bind(this))},t.Index.prototype.on=function(){var e=Array.prototype.slice.call(arguments);return this.eventEmitter.addListener.apply(this.eventEmitter,e)},t.Index.prototype.off=function(e,t){return this.eventEmitter.removeListener(e,t)},t.Index.load=function(e){e.version!==t.version&&t.utils.warn("version mismatch: current "+t.version+" importing "+e.version);var n=new this;n._fields=e.fields,n._ref=e.ref,n.documentStore=t.DocumentStore.load(e.documentStore),n.pipeline=t.Pipeline.load(e.pipeline),n.index={};for(var i in e.index)n.index[i]=t.InvertedIndex.load(e.index[i]);return n},t.Index.prototype.addField=function(e){return this._fields.push(e),this.index[e]=new t.InvertedIndex,this},t.Index.prototype.setRef=function(e){return this._ref=e,this},t.Index.prototype.saveDocument=function(e){return this.documentStore=new t.DocumentStore(e),this},t.Index.prototype.addDoc=function(e,n){if(e){var n=void 0===n?!0:n,i=e[this._ref];this.documentStore.addDoc(i,e),this._fields.forEach(function(n){var o=this.pipeline.run(t.tokenizer(e[n]));this.documentStore.addFieldLength(i,n,o.length);var r={};o.forEach(function(e){e in r?r[e]+=1:r[e]=1},this);for(var s in r){var u=r[s];u=Math.sqrt(u),this.index[n].addToken(s,{ref:i,tf:u})}},this),n&&this.eventEmitter.emit("add",e,this)}},t.Index.prototype.removeDocByRef=function(e){if(e&&this.documentStore.isDocStored()!==!1&&this.documentStore.hasDoc(e)){var t=this.documentStore.getDoc(e);this.removeDoc(t,!1)}},t.Index.prototype.removeDoc=function(e,n){if(e){var n=void 0===n?!0:n,i=e[this._ref];this.documentStore.hasDoc(i)&&(this.documentStore.removeDoc(i),this._fields.forEach(function(n){var o=this.pipeline.run(t.tokenizer(e[n]));o.forEach(function(e){this.index[n].removeToken(e,i)},this)},this),n&&this.eventEmitter.emit("remove",e,this))}},t.Index.prototype.updateDoc=function(e,t){var t=void 0===t?!0:t;this.removeDocByRef(e[this._ref],!1),this.addDoc(e,!1),t&&this.eventEmitter.emit("update",e,this)},t.Index.prototype.idf=function(e,t){var n="@"+t+"/"+e;if(Object.prototype.hasOwnProperty.call(this._idfCache,n))return this._idfCache[n];var i=this.index[t].getDocFreq(e),o=1+Math.log(this.documentStore.length/(i+1));return this._idfCache[n]=o,o},t.Index.prototype.getFields=function(){return this._fields.slice()},t.Index.prototype.search=function(e,n){if(!e)return[];e="string"==typeof e?{any:e}:JSON.parse(JSON.stringify(e));var i=null;null!=n&&(i=JSON.stringify(n));for(var o=new t.Configuration(i,this.getFields()).get(),r={},s=Object.keys(e),u=0;u0&&t.push(e);for(var i in n)"docs"!==i&&"df"!==i&&this.expandToken(e+i,t,n[i]);return t},t.InvertedIndex.prototype.toJSON=function(){return{root:this.root}},t.Configuration=function(e,n){var e=e||"";if(void 0==n||null==n)throw new Error("fields should not be null");this.config={};var i;try{i=JSON.parse(e),this.buildUserConfig(i,n)}catch(o){t.utils.warn("user configuration parse failed, will use default configuration"),this.buildDefaultConfig(n)}},t.Configuration.prototype.buildDefaultConfig=function(e){this.reset(),e.forEach(function(e){this.config[e]={boost:1,bool:"OR",expand:!1}},this)},t.Configuration.prototype.buildUserConfig=function(e,n){var i="OR",o=!1;if(this.reset(),"bool"in e&&(i=e.bool||i),"expand"in e&&(o=e.expand||o),"fields"in e)for(var r in e.fields)if(n.indexOf(r)>-1){var s=e.fields[r],u=o;void 0!=s.expand&&(u=s.expand),this.config[r]={boost:s.boost||0===s.boost?s.boost:1,bool:s.bool||i,expand:u}}else t.utils.warn("field name in user configuration not found in index instance fields");else this.addAllFields2UserConfig(i,o,n)},t.Configuration.prototype.addAllFields2UserConfig=function(e,t,n){n.forEach(function(n){this.config[n]={boost:1,bool:e,expand:t}},this)},t.Configuration.prototype.get=function(){return this.config},t.Configuration.prototype.reset=function(){this.config={}},lunr.SortedSet=function(){this.length=0,this.elements=[]},lunr.SortedSet.load=function(e){var t=new this;return t.elements=e,t.length=e.length,t},lunr.SortedSet.prototype.add=function(){var e,t;for(e=0;e1;){if(r===e)return o;e>r&&(t=o),r>e&&(n=o),i=n-t,o=t+Math.floor(i/2),r=this.elements[o]}return r===e?o:-1},lunr.SortedSet.prototype.locationFor=function(e){for(var t=0,n=this.elements.length,i=n-t,o=t+Math.floor(i/2),r=this.elements[o];i>1;)e>r&&(t=o),r>e&&(n=o),i=n-t,o=t+Math.floor(i/2),r=this.elements[o];return r>e?o:e>r?o+1:void 0},lunr.SortedSet.prototype.intersect=function(e){for(var t=new lunr.SortedSet,n=0,i=0,o=this.length,r=e.length,s=this.elements,u=e.elements;;){if(n>o-1||i>r-1)break;s[n]!==u[i]?s[n]u[i]&&i++:(t.add(s[n]),n++,i++)}return t},lunr.SortedSet.prototype.clone=function(){var e=new lunr.SortedSet;return e.elements=this.toArray(),e.length=e.elements.length,e},lunr.SortedSet.prototype.union=function(e){var t,n,i;this.length>=e.length?(t=this,n=e):(t=e,n=this),i=t.clone();for(var o=0,r=n.toArray();o

\n"}, "azure.core": {"fullname": "azure.core", "modulename": "azure.core", "kind": "module", "doc": "

\n"}, "azure.core.PipelineClient": {"fullname": "azure.core.PipelineClient", "modulename": "azure.core", "qualname": "PipelineClient", "kind": "class", "doc": "

Service client core methods.

\n\n

Builds a Pipeline client.

\n\n
Parameters
\n\n
    \n
  • str base_url: URL for the request.\n:keyword ~azure.core.configuration.Configuration config: If omitted, the standard configuration is used.\n:keyword Pipeline pipeline: If omitted, a Pipeline object is created and returned.\n:keyword list[HTTPPolicy] policies: If omitted, the standard policies of the configuration object is used.\n:keyword per_call_policies: If specified, the policies will be added into the policy list before RetryPolicy\n:paramtype per_call_policies: Union[HTTPPolicy, SansIOHTTPPolicy, list[HTTPPolicy], list[SansIOHTTPPolicy]]\n:keyword per_retry_policies: If specified, the policies will be added into the policy list after RetryPolicy\n:paramtype per_retry_policies: Union[HTTPPolicy, SansIOHTTPPolicy, list[HTTPPolicy], list[SansIOHTTPPolicy]]\n:keyword HttpTransport transport: If omitted, RequestsTransport is used for synchronous transport.
    • \n
\n\n
Returns
\n\n
\n

A pipeline object.

\n
\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/test_example_sync.py\n    :start-after: [START build_pipeline_client]\n    :end-before: [END build_pipeline_client]\n    :language: python\n    :dedent: 4\n    :caption: Builds the pipeline client.\n
\n", "bases": "azure.core.pipeline.transport._base.PipelineClientBase, typing.Generic[~HTTPRequestType, ~HTTPResponseType]"}, "azure.core.PipelineClient.close": {"fullname": "azure.core.PipelineClient.close", "modulename": "azure.core", "qualname": "PipelineClient.close", "kind": "function", "doc": "

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.core.PipelineClient.send_request": {"fullname": "azure.core.PipelineClient.send_request", "modulename": "azure.core", "qualname": "PipelineClient.send_request", "kind": "function", "doc": "

Method that runs the network request through the client's chained policies.

\n\n
\n
>>> from azure.core.rest import HttpRequest\n>>> request = HttpRequest('GET', 'http://www.example.com')\n<HttpRequest [GET], url: 'http://www.example.com'>\n>>> response = client.send_request(request)\n<HttpResponse: 200 OK>\n
\n
\n\n
Parameters
\n\n
    \n
  • request: The network request you want to make. Required.\n:keyword bool stream: Whether the response payload will be streamed. Defaults to False.
    • \n
\n\n
Returns
\n\n
\n

The response of your network call. Does not do error handling on your response.

\n
\n", "signature": "(\tself,\trequest: ~HTTPRequestType,\t*,\tstream: bool = False,\t**kwargs: Any) -> ~HTTPResponseType:", "funcdef": "def"}, "azure.core.MatchConditions": {"fullname": "azure.core.MatchConditions", "modulename": "azure.core", "qualname": "MatchConditions", "kind": "class", "doc": "

An enum to describe match conditions.

\n", "bases": "enum.Enum"}, "azure.core.MatchConditions.Unconditionally": {"fullname": "azure.core.MatchConditions.Unconditionally", "modulename": "azure.core", "qualname": "MatchConditions.Unconditionally", "kind": "variable", "doc": "

Matches any condition

\n", "default_value": "<MatchConditions.Unconditionally: 1>"}, "azure.core.MatchConditions.IfNotModified": {"fullname": "azure.core.MatchConditions.IfNotModified", "modulename": "azure.core", "qualname": "MatchConditions.IfNotModified", "kind": "variable", "doc": "

If the target object is not modified. Usually it maps to etag=

\n", "default_value": "<MatchConditions.IfNotModified: 2>"}, "azure.core.MatchConditions.IfModified": {"fullname": "azure.core.MatchConditions.IfModified", "modulename": "azure.core", "qualname": "MatchConditions.IfModified", "kind": "variable", "doc": "

Only if the target object is modified. Usually it maps to etag!=

\n", "default_value": "<MatchConditions.IfModified: 3>"}, "azure.core.MatchConditions.IfPresent": {"fullname": "azure.core.MatchConditions.IfPresent", "modulename": "azure.core", "qualname": "MatchConditions.IfPresent", "kind": "variable", "doc": "

If the target object exists. Usually it maps to etag='*'

\n", "default_value": "<MatchConditions.IfPresent: 4>"}, "azure.core.MatchConditions.IfMissing": {"fullname": "azure.core.MatchConditions.IfMissing", "modulename": "azure.core", "qualname": "MatchConditions.IfMissing", "kind": "variable", "doc": "

If the target object does not exist. Usually it maps to etag!='*'

\n", "default_value": "<MatchConditions.IfMissing: 5>"}, "azure.core.CaseInsensitiveEnumMeta": {"fullname": "azure.core.CaseInsensitiveEnumMeta", "modulename": "azure.core", "qualname": "CaseInsensitiveEnumMeta", "kind": "class", "doc": "

Enum metaclass to allow for interoperability with case-insensitive strings.

\n\n

Consuming this metaclass in an SDK should be done in the following manner:

\n\n
\n
from enum import Enum\nfrom azure.core import CaseInsensitiveEnumMeta\n\nclass MyCustomEnum(str, Enum, metaclass=CaseInsensitiveEnumMeta):\n    FOO = 'foo'\n    BAR = 'bar'\n
\n
\n", "bases": "enum.EnumType"}, "azure.core.AsyncPipelineClient": {"fullname": "azure.core.AsyncPipelineClient", "modulename": "azure.core", "qualname": "AsyncPipelineClient", "kind": "class", "doc": "

Service client core methods.

\n\n

Builds an AsyncPipeline client.

\n\n
Parameters
\n\n
    \n
  • str base_url: URL for the request.\n:keyword ~azure.core.configuration.Configuration config: If omitted, the standard configuration is used.\n:keyword Pipeline pipeline: If omitted, a Pipeline object is created and returned.\n:keyword list[AsyncHTTPPolicy] policies: If omitted, the standard policies of the configuration object is used.\n:keyword per_call_policies: If specified, the policies will be added into the policy list before RetryPolicy\n:paramtype per_call_policies: Union[AsyncHTTPPolicy, SansIOHTTPPolicy,\nlist[AsyncHTTPPolicy], list[SansIOHTTPPolicy]]\n:keyword per_retry_policies: If specified, the policies will be added into the policy list after RetryPolicy\n:paramtype per_retry_policies: Union[AsyncHTTPPolicy, SansIOHTTPPolicy,\nlist[AsyncHTTPPolicy], list[SansIOHTTPPolicy]]\n:keyword AsyncHttpTransport transport: If omitted, AioHttpTransport is used for asynchronous transport.
    • \n
\n\n
Returns
\n\n
\n

An async pipeline object.

\n
\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/test_example_async.py\n    :start-after: [START build_async_pipeline_client]\n    :end-before: [END build_async_pipeline_client]\n    :language: python\n    :dedent: 4\n    :caption: Builds the async pipeline client.\n
\n", "bases": "azure.core.pipeline.transport._base.PipelineClientBase, typing.AsyncContextManager[ForwardRef('AsyncPipelineClient')], typing.Generic[~HTTPRequestType, ~AsyncHTTPResponseType]"}, "azure.core.AsyncPipelineClient.close": {"fullname": "azure.core.AsyncPipelineClient.close", "modulename": "azure.core", "qualname": "AsyncPipelineClient.close", "kind": "function", "doc": "

\n", "signature": "(self) -> None:", "funcdef": "async def"}, "azure.core.AsyncPipelineClient.send_request": {"fullname": "azure.core.AsyncPipelineClient.send_request", "modulename": "azure.core", "qualname": "AsyncPipelineClient.send_request", "kind": "function", "doc": "

Method that runs the network request through the client's chained policies.

\n\n
\n
>>> from azure.core.rest import HttpRequest\n>>> request = HttpRequest('GET', 'http://www.example.com')\n<HttpRequest [GET], url: 'http://www.example.com'>\n>>> response = await client.send_request(request)\n<AsyncHttpResponse: 200 OK>\n
\n
\n\n
Parameters
\n\n
    \n
  • request: The network request you want to make. Required.\n:keyword bool stream: Whether the response payload will be streamed. Defaults to False.
    • \n
\n\n
Returns
\n\n
\n

The response of your network call. Does not do error handling on your response.

\n
\n", "signature": "(\tself,\trequest: ~HTTPRequestType,\t*,\tstream: bool = False,\t**kwargs: Any) -> Awaitable[~AsyncHTTPResponseType]:", "funcdef": "def"}, "azure.core.AzureClouds": {"fullname": "azure.core.AzureClouds", "modulename": "azure.core", "qualname": "AzureClouds", "kind": "class", "doc": "

An enum to describe Azure Cloud.

\n", "bases": "builtins.str, enum.Enum"}, "azure.core.AzureClouds.AZURE_PUBLIC_CLOUD": {"fullname": "azure.core.AzureClouds.AZURE_PUBLIC_CLOUD", "modulename": "azure.core", "qualname": "AzureClouds.AZURE_PUBLIC_CLOUD", "kind": "variable", "doc": "

Azure public cloud

\n", "default_value": "<AzureClouds.AZURE_PUBLIC_CLOUD: 'AZURE_PUBLIC_CLOUD'>"}, "azure.core.AzureClouds.AZURE_CHINA_CLOUD": {"fullname": "azure.core.AzureClouds.AZURE_CHINA_CLOUD", "modulename": "azure.core", "qualname": "AzureClouds.AZURE_CHINA_CLOUD", "kind": "variable", "doc": "

Azure China cloud

\n", "default_value": "<AzureClouds.AZURE_CHINA_CLOUD: 'AZURE_CHINA_CLOUD'>"}, "azure.core.AzureClouds.AZURE_US_GOVERNMENT": {"fullname": "azure.core.AzureClouds.AZURE_US_GOVERNMENT", "modulename": "azure.core", "qualname": "AzureClouds.AZURE_US_GOVERNMENT", "kind": "variable", "doc": "

Azure US government cloud

\n", "default_value": "<AzureClouds.AZURE_US_GOVERNMENT: 'AZURE_US_GOVERNMENT'>"}, "azure.identity": {"fullname": "azure.identity", "modulename": "azure.identity", "kind": "module", "doc": "

Credentials for Azure SDK clients.

\n"}, "azure.identity.AuthenticationRecord": {"fullname": "azure.identity.AuthenticationRecord", "modulename": "azure.identity", "qualname": "AuthenticationRecord", "kind": "class", "doc": "

Non-secret account information for an authenticated user

\n\n

This class enables DeviceCodeCredential and InteractiveBrowserCredential to access\npreviously cached authentication data. Applications shouldn't construct instances of this class. They should\ninstead acquire one from a credential's authenticate method, such as\nInteractiveBrowserCredential.authenticate(). See the user_authentication sample for more details.

\n\n
Parameters
\n\n
    \n
  • str tenant_id: The tenant the account should authenticate in.
    • \n
  • str client_id: The client ID of the application which performed the original authentication.
    • \n
  • str authority: The authority host used to authenticate the account.
    • \n
  • str home_account_id: A unique identifier of the account.
    • \n
  • str username: The user principal or service principal name of the account.
    • \n
\n"}, "azure.identity.AuthenticationRecord.__init__": {"fullname": "azure.identity.AuthenticationRecord.__init__", "modulename": "azure.identity", "qualname": "AuthenticationRecord.__init__", "kind": "function", "doc": "

\n", "signature": "(\ttenant_id: str,\tclient_id: str,\tauthority: str,\thome_account_id: str,\tusername: str)"}, "azure.identity.AuthenticationRecord.authority": {"fullname": "azure.identity.AuthenticationRecord.authority", "modulename": "azure.identity", "qualname": "AuthenticationRecord.authority", "kind": "variable", "doc": "

The authority host used to authenticate the account.

\n\n
Returns
\n\n
\n

The authority host used to authenticate the account.

\n
\n", "annotation": ": str"}, "azure.identity.AuthenticationRecord.client_id": {"fullname": "azure.identity.AuthenticationRecord.client_id", "modulename": "azure.identity", "qualname": "AuthenticationRecord.client_id", "kind": "variable", "doc": "

The client ID of the application which performed the original authentication.

\n\n
Returns
\n\n
\n

The client ID of the application which performed the original authentication.

\n
\n", "annotation": ": str"}, "azure.identity.AuthenticationRecord.home_account_id": {"fullname": "azure.identity.AuthenticationRecord.home_account_id", "modulename": "azure.identity", "qualname": "AuthenticationRecord.home_account_id", "kind": "variable", "doc": "

A unique identifier of the account.

\n\n
Returns
\n\n
\n

A unique identifier of the account.

\n
\n", "annotation": ": str"}, "azure.identity.AuthenticationRecord.tenant_id": {"fullname": "azure.identity.AuthenticationRecord.tenant_id", "modulename": "azure.identity", "qualname": "AuthenticationRecord.tenant_id", "kind": "variable", "doc": "

The tenant the account should authenticate in.

\n\n
Returns
\n\n
\n

The tenant the account should authenticate in.

\n
\n", "annotation": ": str"}, "azure.identity.AuthenticationRecord.username": {"fullname": "azure.identity.AuthenticationRecord.username", "modulename": "azure.identity", "qualname": "AuthenticationRecord.username", "kind": "variable", "doc": "

The user principal or service principal name of the account.

\n\n
Returns
\n\n
\n

The user principal or service principal name of the account.

\n
\n", "annotation": ": str"}, "azure.identity.AuthenticationRecord.deserialize": {"fullname": "azure.identity.AuthenticationRecord.deserialize", "modulename": "azure.identity", "qualname": "AuthenticationRecord.deserialize", "kind": "function", "doc": "

Deserialize a record.

\n\n
Parameters
\n\n
    \n
  • str data: A serialized record.
    • \n
\n\n
Returns
\n\n
\n

The deserialized record.

\n
\n", "signature": "(cls, data: str) -> azure.identity._auth_record.AuthenticationRecord:", "funcdef": "def"}, "azure.identity.AuthenticationRecord.serialize": {"fullname": "azure.identity.AuthenticationRecord.serialize", "modulename": "azure.identity", "qualname": "AuthenticationRecord.serialize", "kind": "function", "doc": "

Serialize the record.

\n\n
Returns
\n\n
\n

The serialized record.

\n
\n", "signature": "(self) -> str:", "funcdef": "def"}, "azure.identity.AuthenticationRequiredError": {"fullname": "azure.identity.AuthenticationRequiredError", "modulename": "azure.identity", "qualname": "AuthenticationRequiredError", "kind": "class", "doc": "

Interactive authentication is required to acquire a token.

\n\n

This error is raised only by interactive user credentials configured not to automatically prompt for user\ninteraction as needed. Its properties provide additional information that may be required to authenticate. The\ncontrol_interactive_prompts sample demonstrates handling this error by calling a credential's \"authenticate\"\nmethod.

\n\n
Parameters
\n\n
    \n
  • str scopes: Scopes requested during the failed authentication
    • \n
  • str message: An error message explaining the reason for the exception.
    • \n
  • str claims: Additional claims required in the next authentication.
    • \n
\n", "bases": "azure.identity._exceptions.CredentialUnavailableError"}, "azure.identity.AuthenticationRequiredError.__init__": {"fullname": "azure.identity.AuthenticationRequiredError.__init__", "modulename": "azure.identity", "qualname": "AuthenticationRequiredError.__init__", "kind": "function", "doc": "

\n", "signature": "(\tscopes: Iterable[str],\tmessage: Optional[str] = None,\tclaims: Optional[str] = None,\t**kwargs: Any)"}, "azure.identity.AuthenticationRequiredError.scopes": {"fullname": "azure.identity.AuthenticationRequiredError.scopes", "modulename": "azure.identity", "qualname": "AuthenticationRequiredError.scopes", "kind": "variable", "doc": "

Scopes requested during the failed authentication.

\n\n
Returns
\n\n
\n

Scopes requested during the failed authentication.

\n
\n", "annotation": ": Iterable[str]"}, "azure.identity.AuthenticationRequiredError.claims": {"fullname": "azure.identity.AuthenticationRequiredError.claims", "modulename": "azure.identity", "qualname": "AuthenticationRequiredError.claims", "kind": "variable", "doc": "

Additional claims required in the next authentication.

\n\n
Returns
\n\n
\n

Additional claims required in the next authentication, or None if no additional claims are required.

\n
\n", "annotation": ": Optional[str]"}, "azure.identity.AuthorizationCodeCredential": {"fullname": "azure.identity.AuthorizationCodeCredential", "modulename": "azure.identity", "qualname": "AuthorizationCodeCredential", "kind": "class", "doc": "

Authenticates by redeeming an authorization code previously obtained from Microsoft Entra ID.

\n\n

See Microsoft Entra ID documentation\n_ for more information\nabout the authentication flow.

\n\n
Parameters
\n\n
    \n
  • str tenant_id: ID of the application's Microsoft Entra tenant. Also called its \"directory\" ID.
    • \n
  • str client_id: The application's client ID
    • \n
  • str authorization_code: The authorization code from the user's log-in
    • \n
  • str redirect_uri: The application's redirect URI. Must match the URI used to request the authorization code.
    • \n
\n\n

:keyword str authority: Authority of a Microsoft Entra endpoint, for example \"login.microsoftonline.com\",\n the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts\n defines authorities for other clouds.\n:keyword str client_secret: One of the application's client secrets. Required only for web apps and web APIs.\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_authorization_code_credential]\n    :end-before: [END create_authorization_code_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create an AuthorizationCodeCredential.\n
\n", "bases": "azure.identity._internal.get_token_mixin.GetTokenMixin"}, "azure.identity.AuthorizationCodeCredential.__init__": {"fullname": "azure.identity.AuthorizationCodeCredential.__init__", "modulename": "azure.identity", "qualname": "AuthorizationCodeCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\ttenant_id: str,\tclient_id: str,\tauthorization_code: str,\tredirect_uri: str,\t**kwargs: Any)"}, "azure.identity.AuthorizationCodeCredential.close": {"fullname": "azure.identity.AuthorizationCodeCredential.close", "modulename": "azure.identity", "qualname": "AuthorizationCodeCredential.close", "kind": "function", "doc": "

Close the credential's transport session.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.AuthorizationCodeCredential.get_token": {"fullname": "azure.identity.AuthorizationCodeCredential.get_token", "modulename": "azure.identity", "qualname": "AuthorizationCodeCredential.get_token", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This method is called automatically by Azure SDK clients.

\n\n

The first time this method is called, the credential will redeem its authorization code. On subsequent calls\nthe credential will return a cached access token or redeem a refresh token, if it acquired a refresh token upon\nredeeming the authorization code.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see\nhttps://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword str claims: additional claims required in the token, such as those returned in a resource provider's\nclaims challenge following an authorization failure.\n:keyword str tenant_id: optional tenant to include in the token request.
    • \n
\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message\nattribute gives a reason. Any error response from Microsoft Entra ID is available as the error's\nresponse attribute.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.AuthorizationCodeCredential.get_token_info": {"fullname": "azure.identity.AuthorizationCodeCredential.get_token_info", "modulename": "azure.identity", "qualname": "AuthorizationCodeCredential.get_token_info", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients.

\n\n

The first time this method is called, the credential will redeem its authorization code. On subsequent calls\nthe credential will return a cached access token or redeem a refresh token, if it acquired a refresh token upon\nredeeming the authorization code.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message\nattribute gives a reason. Any error response from Microsoft Entra ID is available as the error's\nresponse attribute.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.AzureAuthorityHosts": {"fullname": "azure.identity.AzureAuthorityHosts", "modulename": "azure.identity", "qualname": "AzureAuthorityHosts", "kind": "class", "doc": "

Constants for Microsoft Entra ID authority hosts.\nThese are used to construct authority URLs for various Azure environments.

\n"}, "azure.identity.AzureAuthorityHosts.AZURE_CHINA": {"fullname": "azure.identity.AzureAuthorityHosts.AZURE_CHINA", "modulename": "azure.identity", "qualname": "AzureAuthorityHosts.AZURE_CHINA", "kind": "variable", "doc": "

\n", "default_value": "'login.chinacloudapi.cn'"}, "azure.identity.AzureAuthorityHosts.AZURE_GOVERNMENT": {"fullname": "azure.identity.AzureAuthorityHosts.AZURE_GOVERNMENT", "modulename": "azure.identity", "qualname": "AzureAuthorityHosts.AZURE_GOVERNMENT", "kind": "variable", "doc": "

\n", "default_value": "'login.microsoftonline.us'"}, "azure.identity.AzureAuthorityHosts.AZURE_PUBLIC_CLOUD": {"fullname": "azure.identity.AzureAuthorityHosts.AZURE_PUBLIC_CLOUD", "modulename": "azure.identity", "qualname": "AzureAuthorityHosts.AZURE_PUBLIC_CLOUD", "kind": "variable", "doc": "

\n", "default_value": "'login.microsoftonline.com'"}, "azure.identity.AzureCliCredential": {"fullname": "azure.identity.AzureCliCredential", "modulename": "azure.identity", "qualname": "AzureCliCredential", "kind": "class", "doc": "

Authenticates by requesting a token from the Azure CLI.

\n\n

This requires previously logging in to Azure via \"az login\", and will use the CLI's currently logged in identity.

\n\n

:keyword str tenant_id: Optional tenant to include in the token request.\n:keyword str subscription: The name or ID of a subscription. Set this to acquire tokens for an account other\n than the Azure CLI's current account.\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.\n:keyword int process_timeout: Seconds to wait for the Azure CLI process to respond. Defaults to 10 seconds.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_azure_cli_credential]\n    :end-before: [END create_azure_cli_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create an AzureCliCredential.\n
\n"}, "azure.identity.AzureCliCredential.__init__": {"fullname": "azure.identity.AzureCliCredential.__init__", "modulename": "azure.identity", "qualname": "AzureCliCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\t*,\ttenant_id: str = '',\tsubscription: Optional[str] = None,\tadditionally_allowed_tenants: Optional[List[str]] = None,\tprocess_timeout: int = 10)"}, "azure.identity.AzureCliCredential.tenant_id": {"fullname": "azure.identity.AzureCliCredential.tenant_id", "modulename": "azure.identity", "qualname": "AzureCliCredential.tenant_id", "kind": "variable", "doc": "

\n"}, "azure.identity.AzureCliCredential.subscription": {"fullname": "azure.identity.AzureCliCredential.subscription", "modulename": "azure.identity", "qualname": "AzureCliCredential.subscription", "kind": "variable", "doc": "

\n"}, "azure.identity.AzureCliCredential.close": {"fullname": "azure.identity.AzureCliCredential.close", "modulename": "azure.identity", "qualname": "AzureCliCredential.close", "kind": "function", "doc": "

Calling this method is unnecessary.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.AzureCliCredential.get_token": {"fullname": "azure.identity.AzureCliCredential.get_token", "modulename": "azure.identity", "qualname": "AzureCliCredential.get_token", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This method is called automatically by Azure SDK clients. Applications calling this method directly must\nalso handle token caching because this credential doesn't cache the tokens it acquires.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scope for the access token. This credential allows only one scope per request.\nFor more information about scopes, see\nhttps://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword str claims: not used by this credential; any value provided will be ignored.\n:keyword str tenant_id: optional tenant to include in the token request.
    • \n
\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke the Azure CLI.
    • \n
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked the Azure CLI but didn't\nreceive an access token.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.AzureCliCredential.get_token_info": {"fullname": "azure.identity.AzureCliCredential.get_token_info", "modulename": "azure.identity", "qualname": "AzureCliCredential.get_token_info", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients. Applications calling this method\ndirectly must also handle token caching because this credential doesn't cache the tokens it acquires.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This credential allows only one scope per request.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke the Azure CLI.
    • \n
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked the Azure CLI but didn't\nreceive an access token.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.AzureDeveloperCliCredential": {"fullname": "azure.identity.AzureDeveloperCliCredential", "modulename": "azure.identity", "qualname": "AzureDeveloperCliCredential", "kind": "class", "doc": "

Authenticates by requesting a token from the Azure Developer CLI.

\n\n

Azure Developer CLI is a command-line interface tool that allows developers to create, manage, and deploy\nresources in Azure. It's built on top of the Azure CLI and provides additional functionality specific\nto Azure developers. It allows users to authenticate as a user and/or a service principal against\nMicrosoft Entra ID _.\nThe AzureDeveloperCliCredential authenticates in a development environment and acquires a token on behalf of\nthe logged-in user or service principal in Azure Developer CLI. It acts as the Azure Developer CLI logged-in user\nor service principal and executes an Azure CLI command underneath to authenticate the application against\nMicrosoft Entra ID.

\n\n

To use this credential, the developer needs to authenticate locally in Azure Developer CLI using one of the\ncommands below:

\n\n
    \n
  • Run \"azd auth login\" in Azure Developer CLI to authenticate interactively as a user.
    • \n
  • Run \"azd auth login --client-id 'client_id' --client-secret 'client_secret' --tenant-id 'tenant_id'\"\nto authenticate as a service principal.
    • \n
\n\n

You may need to repeat this process after a certain time period, depending on the refresh token validity in your\norganization. Generally, the refresh token validity period is a few weeks to a few months.\nAzureDeveloperCliCredential will prompt you to sign in again.

\n\n

:keyword str tenant_id: Optional tenant to include in the token request.\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.\n:keyword int process_timeout: Seconds to wait for the Azure Developer CLI process to respond. Defaults\n to 10 seconds.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START azure_developer_cli_credential]\n    :end-before: [END azure_developer_cli_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create an AzureDeveloperCliCredential.\n
\n"}, "azure.identity.AzureDeveloperCliCredential.__init__": {"fullname": "azure.identity.AzureDeveloperCliCredential.__init__", "modulename": "azure.identity", "qualname": "AzureDeveloperCliCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\t*,\ttenant_id: str = '',\tadditionally_allowed_tenants: Optional[List[str]] = None,\tprocess_timeout: int = 10)"}, "azure.identity.AzureDeveloperCliCredential.tenant_id": {"fullname": "azure.identity.AzureDeveloperCliCredential.tenant_id", "modulename": "azure.identity", "qualname": "AzureDeveloperCliCredential.tenant_id", "kind": "variable", "doc": "

\n"}, "azure.identity.AzureDeveloperCliCredential.close": {"fullname": "azure.identity.AzureDeveloperCliCredential.close", "modulename": "azure.identity", "qualname": "AzureDeveloperCliCredential.close", "kind": "function", "doc": "

Calling this method is unnecessary.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.AzureDeveloperCliCredential.get_token": {"fullname": "azure.identity.AzureDeveloperCliCredential.get_token", "modulename": "azure.identity", "qualname": "AzureDeveloperCliCredential.get_token", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This method is called automatically by Azure SDK clients. Applications calling this method directly must\nalso handle token caching because this credential doesn't cache the tokens it acquires.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scope for the access token. This credential allows only one scope per request.\nFor more information about scopes, see\nhttps://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword str claims: not used by this credential; any value provided will be ignored.\n:keyword str tenant_id: optional tenant to include in the token request.
    • \n
\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke\nthe Azure Developer CLI.
    • \n
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked\nthe Azure Developer CLI but didn't receive an access token.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.AzureDeveloperCliCredential.get_token_info": {"fullname": "azure.identity.AzureDeveloperCliCredential.get_token_info", "modulename": "azure.identity", "qualname": "AzureDeveloperCliCredential.get_token_info", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients. Applications calling this method\ndirectly must also handle token caching because this credential doesn't cache the tokens it acquires.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke\nthe Azure Developer CLI.
    • \n
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked\nthe Azure Developer CLI but didn't receive an access token.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.AzurePipelinesCredential": {"fullname": "azure.identity.AzurePipelinesCredential", "modulename": "azure.identity", "qualname": "AzurePipelinesCredential", "kind": "class", "doc": "

Authenticates using Microsoft Entra Workload ID in Azure Pipelines.

\n\n

This credential enables authentication in Azure Pipelines using workload identity federation for Azure service\nconnections.

\n\n

:keyword str tenant_id: The tenant ID for the service connection. Required.\n:keyword str client_id: The client ID for the service connection. Required.\n:keyword str service_connection_id: The service connection ID for the service connection associated with the\n pipeline. From the service connection's configuration page URL in the Azure DevOps web portal, the ID\n is the value of the \"resourceId\" query parameter. Required.\n:keyword str system_access_token: The pipeline's System.AccessToken value. It is recommended to assign the value\n of System.AccessToken to a secure variable in the Azure Pipelines environment. See\n https://learn.microsoft.com/azure/devops/pipelines/build/variables#systemaccesstoken for more info. Required.\n:keyword str authority: Authority of a Microsoft Entra endpoint, for example \"login.microsoftonline.com\",\n the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts\n defines authorities for other clouds.\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_azure_pipelines_credential]\n    :end-before: [END create_azure_pipelines_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create an AzurePipelinesCredential.\n
\n"}, "azure.identity.AzurePipelinesCredential.__init__": {"fullname": "azure.identity.AzurePipelinesCredential.__init__", "modulename": "azure.identity", "qualname": "AzurePipelinesCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\t*,\ttenant_id: str,\tclient_id: str,\tservice_connection_id: str,\tsystem_access_token: str,\t**kwargs: Any)"}, "azure.identity.AzurePipelinesCredential.get_token": {"fullname": "azure.identity.AzurePipelinesCredential.get_token", "modulename": "azure.identity", "qualname": "AzurePipelinesCredential.get_token", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see\nhttps://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword str claims: additional claims required in the token, such as those returned in a resource provider's\nclaims challenge following an authorization failure.\n:keyword str tenant_id: optional tenant to include in the token request.\n:keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested\ntoken. Defaults to False.
    • \n
\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • CredentialUnavailableError: the credential is unable to attempt authentication because it lacks\nrequired data, state, or platform support
    • \n
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message\nattribute gives a reason.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\tenable_cae: bool = False,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.AzurePipelinesCredential.get_token_info": {"fullname": "azure.identity.AzurePipelinesCredential.get_token_info", "modulename": "azure.identity", "qualname": "AzurePipelinesCredential.get_token_info", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scope for the access token. This method requires at least one scope.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message\nattribute gives a reason.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.AzurePipelinesCredential.close": {"fullname": "azure.identity.AzurePipelinesCredential.close", "modulename": "azure.identity", "qualname": "AzurePipelinesCredential.close", "kind": "function", "doc": "

Close the credential's transport session.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.AzurePowerShellCredential": {"fullname": "azure.identity.AzurePowerShellCredential", "modulename": "azure.identity", "qualname": "AzurePowerShellCredential", "kind": "class", "doc": "

Authenticates by requesting a token from Azure PowerShell.

\n\n

This requires previously logging in to Azure via \"Connect-AzAccount\", and will use the currently logged in identity.

\n\n

:keyword str tenant_id: Optional tenant to include in the token request.\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.\n:keyword int process_timeout: Seconds to wait for the Azure PowerShell process to respond. Defaults to 10 seconds.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_azure_power_shell_credential]\n    :end-before: [END create_azure_power_shell_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create an AzurePowerShellCredential.\n
\n"}, "azure.identity.AzurePowerShellCredential.__init__": {"fullname": "azure.identity.AzurePowerShellCredential.__init__", "modulename": "azure.identity", "qualname": "AzurePowerShellCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\t*,\ttenant_id: str = '',\tadditionally_allowed_tenants: Optional[List[str]] = None,\tprocess_timeout: int = 10)"}, "azure.identity.AzurePowerShellCredential.tenant_id": {"fullname": "azure.identity.AzurePowerShellCredential.tenant_id", "modulename": "azure.identity", "qualname": "AzurePowerShellCredential.tenant_id", "kind": "variable", "doc": "

\n"}, "azure.identity.AzurePowerShellCredential.close": {"fullname": "azure.identity.AzurePowerShellCredential.close", "modulename": "azure.identity", "qualname": "AzurePowerShellCredential.close", "kind": "function", "doc": "

Calling this method is unnecessary.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.AzurePowerShellCredential.get_token": {"fullname": "azure.identity.AzurePowerShellCredential.get_token", "modulename": "azure.identity", "qualname": "AzurePowerShellCredential.get_token", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This method is called automatically by Azure SDK clients. Applications calling this method directly must\nalso handle token caching because this credential doesn't cache the tokens it acquires.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scope for the access token. This credential allows only one scope per request.\nFor more information about scopes, see\nhttps://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword str claims: not used by this credential; any value provided will be ignored.\n:keyword str tenant_id: optional tenant to include in the token request.
    • \n
\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke Azure PowerShell, or\nno account is authenticated
    • \n
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked Azure PowerShell but didn't\nreceive an access token
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.AzurePowerShellCredential.get_token_info": {"fullname": "azure.identity.AzurePowerShellCredential.get_token_info", "modulename": "azure.identity", "qualname": "AzurePowerShellCredential.get_token_info", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients. Applications calling this method\ndirectly must also handle token caching because this credential doesn't cache the tokens it acquires.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. TThis credential allows only one scope per request.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: the credential was unable to invoke Azure PowerShell, or\nno account is authenticated
    • \n
  • ~azure.core.exceptions.ClientAuthenticationError: the credential invoked Azure PowerShell but didn't\nreceive an access token
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.CertificateCredential": {"fullname": "azure.identity.CertificateCredential", "modulename": "azure.identity", "qualname": "CertificateCredential", "kind": "class", "doc": "

Authenticates as a service principal using a certificate.

\n\n

The certificate must have an RSA private key, because this credential signs assertions using RS256. See\nMicrosoft Entra ID documentation\n_\nfor more information on configuring certificate authentication.

\n\n
Parameters
\n\n
    \n
  • str tenant_id: ID of the service principal's tenant. Also called its \"directory\" ID.
    • \n
  • str client_id: The service principal's client ID
    • \n
  • str certificate_path: Optional path to a certificate file in PEM or PKCS12 format, including the private\nkey. If not provided, certificate_data is required.
    • \n
\n\n

:keyword str authority: Authority of a Microsoft Entra endpoint, for example \"login.microsoftonline.com\",\n the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts\n defines authorities for other clouds.\n:keyword bytes certificate_data: The bytes of a certificate in PEM or PKCS12 format, including the private key\n:keyword password: The certificate's password. If a unicode string, it will be encoded as UTF-8. If the certificate\n requires a different encoding, pass appropriately encoded bytes instead.\n:paramtype password: str or bytes\n:keyword bool send_certificate_chain: If True, the credential will send the public certificate chain in the x5c\n header of each token request's JWT. This is required for Subject Name/Issuer (SNI) authentication. Defaults to\n False.\n:keyword cache_persistence_options: Configuration for persistent token caching. If unspecified, the credential\n will cache tokens in memory.\n:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions\n:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting\n to authenticate. Setting this to true will completely disable both instance discovery and authority validation.\n This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in\n private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from\n https://login.microsoft.com/ to validate the authority. By setting this to **True**, the validation of the\n authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and\n trustworthy.\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_certificate_credential]\n    :end-before: [END create_certificate_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create a CertificateCredential.\n
\n", "bases": "azure.identity._internal.client_credential_base.ClientCredentialBase"}, "azure.identity.CertificateCredential.__init__": {"fullname": "azure.identity.CertificateCredential.__init__", "modulename": "azure.identity", "qualname": "CertificateCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\ttenant_id: str,\tclient_id: str,\tcertificate_path: Optional[str] = None,\t**kwargs: Any)"}, "azure.identity.ChainedTokenCredential": {"fullname": "azure.identity.ChainedTokenCredential", "modulename": "azure.identity", "qualname": "ChainedTokenCredential", "kind": "class", "doc": "

A sequence of credentials that is itself a credential.

\n\n

Its get_token() method calls get_token on each credential in the sequence, in order, returning the first\nvalid token received. For more information, see ChainedTokenCredential overview\n_.

\n\n
Parameters
\n\n
    \n
  • credentials: credential instances to form the chain
    • \n
\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_chained_token_credential]\n    :end-before: [END create_chained_token_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create a ChainedTokenCredential.\n
\n"}, "azure.identity.ChainedTokenCredential.__init__": {"fullname": "azure.identity.ChainedTokenCredential.__init__", "modulename": "azure.identity", "qualname": "ChainedTokenCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\t*credentials: Union[azure.core.credentials.TokenCredential, azure.core.credentials.SupportsTokenInfo])"}, "azure.identity.ChainedTokenCredential.credentials": {"fullname": "azure.identity.ChainedTokenCredential.credentials", "modulename": "azure.identity", "qualname": "ChainedTokenCredential.credentials", "kind": "variable", "doc": "

\n"}, "azure.identity.ChainedTokenCredential.close": {"fullname": "azure.identity.ChainedTokenCredential.close", "modulename": "azure.identity", "qualname": "ChainedTokenCredential.close", "kind": "function", "doc": "

Close the transport session of each credential in the chain.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.ChainedTokenCredential.get_token": {"fullname": "azure.identity.ChainedTokenCredential.get_token", "modulename": "azure.identity", "qualname": "ChainedTokenCredential.get_token", "kind": "function", "doc": "

Request a token from each chained credential, in order, returning the first token received.

\n\n

If no credential provides a token, raises azure.core.exceptions.ClientAuthenticationError\nwith an error message from each credential.

\n\n

This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see\nhttps://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword str claims: additional claims required in the token, such as those returned in a resource provider's\nclaims challenge following an authorization failure.\n:keyword str tenant_id: optional tenant to include in the token request.\n:keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested\ntoken. Defaults to False.
    • \n
\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.core.exceptions.ClientAuthenticationError: no credential in the chain provided a token
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\tenable_cae: bool = False,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.ChainedTokenCredential.get_token_info": {"fullname": "azure.identity.ChainedTokenCredential.get_token_info", "modulename": "azure.identity", "qualname": "ChainedTokenCredential.get_token_info", "kind": "function", "doc": "

Request a token from each chained credential, in order, returning the first token received.

\n\n

If no credential provides a token, raises azure.core.exceptions.ClientAuthenticationError\nwith an error message from each credential.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.core.exceptions.ClientAuthenticationError: no credential in the chain provided a token.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.ClientAssertionCredential": {"fullname": "azure.identity.ClientAssertionCredential", "modulename": "azure.identity", "qualname": "ClientAssertionCredential", "kind": "class", "doc": "

Authenticates a service principal with a JWT assertion.

\n\n

This credential is for advanced scenarios. ~azure.identity.CertificateCredential has a more\nconvenient API for the most common assertion scenario, authenticating a service principal with a certificate.

\n\n
Parameters
\n\n
    \n
  • str tenant_id: ID of the principal's tenant. Also called its \"directory\" ID.
    • \n
  • str client_id: The principal's client ID
    • \n
  • func: A callable that returns a string assertion. The credential will call this every time it\nacquires a new token.\n:paramtype func: Callable[[], str]
    • \n
\n\n

:keyword str authority: Authority of a Microsoft Entra endpoint, for example\n \"login.microsoftonline.com\", the authority for Azure Public Cloud (which is the default).\n ~azure.identity.AzureAuthorityHosts defines authorities for other clouds.\n:keyword cache_persistence_options: configuration for persistent token caching. If unspecified, the credential\n will cache tokens in memory.\n:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_client_assertion_credential]\n    :end-before: [END create_client_assertion_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create a ClientAssertionCredential.\n
\n", "bases": "azure.identity._internal.get_token_mixin.GetTokenMixin"}, "azure.identity.ClientAssertionCredential.__init__": {"fullname": "azure.identity.ClientAssertionCredential.__init__", "modulename": "azure.identity", "qualname": "ClientAssertionCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\ttenant_id: str,\tclient_id: str,\tfunc: Callable[[], str],\t**kwargs: Any)"}, "azure.identity.ClientAssertionCredential.close": {"fullname": "azure.identity.ClientAssertionCredential.close", "modulename": "azure.identity", "qualname": "ClientAssertionCredential.close", "kind": "function", "doc": "

Close the credential's underlying HTTP client and release resources.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.ClientSecretCredential": {"fullname": "azure.identity.ClientSecretCredential", "modulename": "azure.identity", "qualname": "ClientSecretCredential", "kind": "class", "doc": "

Authenticates as a service principal using a client secret.

\n\n
Parameters
\n\n
    \n
  • str tenant_id: ID of the service principal's tenant. Also called its \"directory\" ID.
    • \n
  • str client_id: The service principal's client ID
    • \n
  • str client_secret: One of the service principal's client secrets
    • \n
\n\n

:keyword str authority: Authority of a Microsoft Entra endpoint, for example \"login.microsoftonline.com\",\n the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts\n defines authorities for other clouds.\n:keyword cache_persistence_options: Configuration for persistent token caching. If unspecified, the credential\n will cache tokens in memory.\n:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions\n:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting\n to authenticate. Setting this to true will completely disable both instance discovery and authority validation.\n This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in\n private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from\n https://login.microsoft.com/ to validate the authority. By setting this to True, the validation of the\n authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and\n trustworthy.\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_client_secret_credential]\n    :end-before: [END create_client_secret_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create a ClientSecretCredential.\n
\n", "bases": "azure.identity._internal.client_credential_base.ClientCredentialBase"}, "azure.identity.ClientSecretCredential.__init__": {"fullname": "azure.identity.ClientSecretCredential.__init__", "modulename": "azure.identity", "qualname": "ClientSecretCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(tenant_id: str, client_id: str, client_secret: str, **kwargs: Any)"}, "azure.identity.CredentialUnavailableError": {"fullname": "azure.identity.CredentialUnavailableError", "modulename": "azure.identity", "qualname": "CredentialUnavailableError", "kind": "class", "doc": "

The credential did not attempt to authenticate because required data or state is unavailable.

\n", "bases": "azure.core.exceptions.ClientAuthenticationError"}, "azure.identity.DefaultAzureCredential": {"fullname": "azure.identity.DefaultAzureCredential", "modulename": "azure.identity", "qualname": "DefaultAzureCredential", "kind": "class", "doc": "

A credential capable of handling most Azure SDK authentication scenarios. For more information, See\nUsage guidance for DefaultAzureCredential\n_.

\n\n

The identity it uses depends on the environment. When an access token is needed, it requests one using these\nidentities in turn, stopping when one provides a token:

\n\n
    \n
  1. A service principal configured by environment variables. See ~azure.identity.EnvironmentCredential for\nmore details.
    2. \n
  2. WorkloadIdentityCredential if environment variable configuration is set by the Azure workload\nidentity webhook.
    3. \n
  3. An Azure managed identity. See ~azure.identity.ManagedIdentityCredential for more details.
    4. \n
  4. On Windows only: a user who has signed in with a Microsoft application, such as Visual Studio. If multiple\nidentities are in the cache, then the value of the environment variable AZURE_USERNAME is used to select\nwhich identity to use. See ~azure.identity.SharedTokenCacheCredential for more details.
    5. \n
  5. The identity currently logged in to the Azure CLI.
    6. \n
  6. The identity currently logged in to Azure PowerShell.
    7. \n
  7. The identity currently logged in to the Azure Developer CLI.
    8. \n
  8. Brokered authentication. On Windows and WSL only, this uses the default account logged in via\nWeb Account Manager (WAM) if the azure-identity-broker package is installed.
    9. \n
\n\n

This default behavior is configurable with keyword arguments.

\n\n

:keyword str authority: Authority of a Microsoft Entra endpoint, for example 'login.microsoftonline.com',\n the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts\n defines authorities for other clouds. Managed identities ignore this because they reside in a single cloud.\n:keyword bool exclude_workload_identity_credential: Whether to exclude the workload identity from the credential.\n Defaults to **False**.\n:keyword bool exclude_developer_cli_credential: Whether to exclude the Azure Developer CLI\n from the credential. Defaults to False.\n:keyword bool exclude_cli_credential: Whether to exclude the Azure CLI from the credential. Defaults to *False*.\n:keyword bool exclude_environment_credential: Whether to exclude a service principal configured by environment\n variables from the credential. Defaults to *False*.\n:keyword bool exclude_managed_identity_credential: Whether to exclude managed identity from the credential.\n Defaults to *False*.\n:keyword bool exclude_powershell_credential: Whether to exclude Azure PowerShell. Defaults to *False*.\n:keyword bool exclude_visual_studio_code_credential: Whether to exclude stored credential from VS Code.\n Defaults to *True*.\n:keyword bool exclude_shared_token_cache_credential: Whether to exclude the shared token cache. Defaults to\n *False*.\n:keyword bool exclude_interactive_browser_credential: Whether to exclude interactive browser authentication (see\n ~azure.identity.InteractiveBrowserCredential). Defaults to *True*.\n:keyword bool exclude_broker_credential: Whether to exclude the broker credential from the credential chain.\n Defaults to *False*.\n:keyword str interactive_browser_tenant_id: Tenant ID to use when authenticating a user through\n ~azure.identity.InteractiveBrowserCredential. Defaults to the value of environment variable\n AZURE_TENANT_ID, if any. If unspecified, users will authenticate in their home tenants.\n:keyword str broker_tenant_id: The tenant ID to use when using brokered authentication. Defaults to the value of\n environment variable AZURE_TENANT_ID, if any. If unspecified, users will authenticate in their home tenants.\n:keyword str managed_identity_client_id: The client ID of a user-assigned managed identity. Defaults to the value\n of the environment variable AZURE_CLIENT_ID, if any. If not specified, a system-assigned identity will be used.\n:keyword str workload_identity_client_id: The client ID of an identity assigned to the pod. Defaults to the value\n of the environment variable AZURE_CLIENT_ID, if any. If not specified, the pod's default identity will be used.\n:keyword str workload_identity_tenant_id: Preferred tenant for ~azure.identity.WorkloadIdentityCredential.\n Defaults to the value of environment variable AZURE_TENANT_ID, if any.\n:keyword str interactive_browser_client_id: The client ID to be used in interactive browser credential. If not\n specified, users will authenticate to an Azure development application.\n:keyword str broker_client_id: The client ID to be used in brokered authentication. If not specified, users will\n authenticate to an Azure development application.\n:keyword str shared_cache_username: Preferred username for ~azure.identity.SharedTokenCacheCredential.\n Defaults to the value of environment variable AZURE_USERNAME, if any.\n:keyword str shared_cache_tenant_id: Preferred tenant for ~azure.identity.SharedTokenCacheCredential.\n Defaults to the value of environment variable AZURE_TENANT_ID, if any.\n:keyword str visual_studio_code_tenant_id: Tenant ID to use when authenticating with\n ~azure.identity.VisualStudioCodeCredential. Defaults to the tenant specified in the authentication\n record file used by the Azure Resources extension.\n:keyword int process_timeout: The timeout in seconds to use for developer credentials that run\n subprocesses (e.g. AzureCliCredential, AzurePowerShellCredential). Defaults to *10* seconds.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_default_credential]\n    :end-before: [END create_default_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create a DefaultAzureCredential.\n
\n", "bases": "azure.identity._credentials.chained.ChainedTokenCredential"}, "azure.identity.DefaultAzureCredential.__init__": {"fullname": "azure.identity.DefaultAzureCredential.__init__", "modulename": "azure.identity", "qualname": "DefaultAzureCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(**kwargs: Any)"}, "azure.identity.DefaultAzureCredential.get_token": {"fullname": "azure.identity.DefaultAzureCredential.get_token", "modulename": "azure.identity", "qualname": "DefaultAzureCredential.get_token", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see\nhttps://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword str claims: additional claims required in the token, such as those returned in a resource provider's\nclaims challenge following an authorization failure.\n:keyword str tenant_id: optional tenant to include in the token request.
    • \n
\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The exception has a\nmessage attribute listing each authentication attempt and its error message.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.DefaultAzureCredential.get_token_info": {"fullname": "azure.identity.DefaultAzureCredential.get_token_info", "modulename": "azure.identity", "qualname": "DefaultAzureCredential.get_token_info", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The exception has a\nmessage attribute listing each authentication attempt and its error message.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.DeviceCodeCredential": {"fullname": "azure.identity.DeviceCodeCredential", "modulename": "azure.identity", "qualname": "DeviceCodeCredential", "kind": "class", "doc": "

Authenticates users through the device code flow.

\n\n

When get_token() is called, this credential acquires a verification URL and code from Microsoft Entra ID.\nA user must browse to the URL, enter the code, and authenticate with Microsoft Entra ID. If the user\nauthenticates successfully, the credential receives an access token.

\n\n

This credential is primarily useful for authenticating a user in an environment without a web browser, such as an\nSSH session. If a web browser is available, ~azure.identity.InteractiveBrowserCredential is more\nconvenient because it automatically opens a browser to the login page.

\n\n
Parameters
\n\n
    \n

  • str client_id: Client ID of the Microsoft Entra application that users will sign into. It is recommended\nthat developers register their applications and assign appropriate roles. For more information,\nvisit https://aka.ms/azsdk/identity/AppRegistrationAndRoleAssignment. If not specified, users will\nauthenticate to an Azure development application, which is not recommended for production scenarios.\n:keyword str authority: Authority of a Microsoft Entra endpoint, for example \"login.microsoftonline.com\",\nthe authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts\ndefines authorities for other clouds.\n:keyword str tenant_id: a Microsoft Entra tenant ID. Defaults to the \"organizations\" tenant, which can\nauthenticate work or school accounts. *Required for single-tenant applications.*\n:keyword int timeout: seconds to wait for the user to authenticate. Defaults to the validity period of the\ndevice code as set by Microsoft Entra ID, which also prevails when timeout is longer.\n:keyword prompt_callback: A callback enabling control of how authentication\ninstructions are presented. Must accept arguments (verification_uri, user_code, expires_on):

    \n\n
      \n
    • verification_uri (str) the URL the user must visit
      • \n
    • user_code (str) the code the user must enter there
      • \n
    • expires_on (datetime.datetime) the UTC time at which the code will expire
      • \n
    \n\n

    If this argument isn't provided, the credential will print instructions to stdout.\n:paramtype prompt_callback: Callable[str, str, ~datetime.datetime]\n:keyword AuthenticationRecord authentication_record: AuthenticationRecord returned by authenticate()\n:keyword bool disable_automatic_authentication: if True, get_token() will raise\nAuthenticationRequiredError when user interaction is required to acquire a token. Defaults to False.\n:keyword cache_persistence_options: configuration for persistent token caching. If unspecified, the credential\nwill cache tokens in memory.\n:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions\n:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting\nto authenticate. Setting this to true will completely disable both instance discovery and authority validation.\nThis functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in\nprivate clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from\nhttps://login.microsoft.com/ to validate the authority. By setting this to True, the validation of the\nauthority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and\ntrustworthy.\n:keyword bool enable_support_logging: Enables additional support logging in the underlying MSAL library.\nThis logging potentially contains personally identifiable information and is intended to be used only for\ntroubleshooting purposes.

    • \n
\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_device_code_credential]\n    :end-before: [END create_device_code_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create a DeviceCodeCredential.\n
\n", "bases": "azure.identity._internal.interactive.InteractiveCredential"}, "azure.identity.DeviceCodeCredential.__init__": {"fullname": "azure.identity.DeviceCodeCredential.__init__", "modulename": "azure.identity", "qualname": "DeviceCodeCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\tclient_id: str = '04b07795-8ddb-461a-bbee-02f9e1bf7b46',\t*,\ttimeout: Optional[int] = None,\tprompt_callback: Optional[Callable[[str, str, datetime.datetime], NoneType]] = None,\t**kwargs: Any)"}, "azure.identity.EnvironmentCredential": {"fullname": "azure.identity.EnvironmentCredential", "modulename": "azure.identity", "qualname": "EnvironmentCredential", "kind": "class", "doc": "

A credential configured by environment variables.

\n\n

This credential is capable of authenticating as a service principal using a client secret or a certificate.\nConfiguration is attempted in this order, using these environment variables:

\n\n

Service principal with secret:

\n\n
    \n
  • AZURE_TENANT_ID: ID of the service principal's tenant. Also called its 'directory' ID.
    • \n
  • AZURE_CLIENT_ID: the service principal's client ID
    • \n
  • AZURE_CLIENT_SECRET: one of the service principal's client secrets
    • \n
  • AZURE_AUTHORITY_HOST: authority of a Microsoft Entra endpoint, for example\n\"login.microsoftonline.com\", the authority for Azure Public Cloud, which is the default\nwhen no value is given.
    • \n
\n\n

Service principal with certificate:

\n\n
    \n
  • AZURE_TENANT_ID: ID of the service principal's tenant. Also called its 'directory' ID.
    • \n
  • AZURE_CLIENT_ID: the service principal's client ID
    • \n
  • AZURE_CLIENT_CERTIFICATE_PATH: path to a PEM or PKCS12 certificate file including the private key.
    • \n
  • AZURE_CLIENT_CERTIFICATE_PASSWORD: (optional) password of the certificate file, if any.
    • \n
  • AZURE_CLIENT_SEND_CERTIFICATE_CHAIN: (optional) If True, the credential will send the public certificate\nchain in the x5c header of each token request's JWT. This is required for Subject Name/Issuer (SNI)\nauthentication. Defaults to False.
    • \n
  • AZURE_AUTHORITY_HOST: authority of a Microsoft Entra endpoint, for example\n\"login.microsoftonline.com\", the authority for Azure Public Cloud, which is the default\nwhen no value is given.
    • \n
\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_environment_credential]\n    :end-before: [END create_environment_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create an EnvironmentCredential.\n
\n"}, "azure.identity.EnvironmentCredential.__init__": {"fullname": "azure.identity.EnvironmentCredential.__init__", "modulename": "azure.identity", "qualname": "EnvironmentCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(**kwargs: Any)"}, "azure.identity.EnvironmentCredential.close": {"fullname": "azure.identity.EnvironmentCredential.close", "modulename": "azure.identity", "qualname": "EnvironmentCredential.close", "kind": "function", "doc": "

Close the credential's transport session.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.EnvironmentCredential.get_token": {"fullname": "azure.identity.EnvironmentCredential.get_token", "modulename": "azure.identity", "qualname": "EnvironmentCredential.get_token", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see\nhttps://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword str claims: additional claims required in the token, such as those returned in a resource provider's\nclaims challenge following an authorization failure.\n:keyword str tenant_id: optional tenant to include in the token request.
    • \n
\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: environment variable configuration is incomplete
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.EnvironmentCredential.get_token_info": {"fullname": "azure.identity.EnvironmentCredential.get_token_info", "modulename": "azure.identity", "qualname": "EnvironmentCredential.get_token_info", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scope for the access token. This method requires at least one scope.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: environment variable configuration is incomplete.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.InteractiveBrowserCredential": {"fullname": "azure.identity.InteractiveBrowserCredential", "modulename": "azure.identity", "qualname": "InteractiveBrowserCredential", "kind": "class", "doc": "

Opens a browser to interactively authenticate a user.

\n\n

~get_token() opens a browser to a login URL provided by Microsoft Entra ID and authenticates a user\nthere with the authorization code flow, using PKCE (Proof Key for Code Exchange) internally to protect the code.

\n\n

:keyword str authority: Authority of a Microsoft Entra endpoint, for example \"login.microsoftonline.com\",\n the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts\n defines authorities for other clouds.\n:keyword str tenant_id: a Microsoft Entra tenant ID. Defaults to the \"organizations\" tenant, which can\n authenticate work or school accounts.\n:keyword str client_id: Client ID of the Microsoft Entra application that users will sign into. It is recommended\n that developers register their applications and assign appropriate roles. For more information,\n visit https://aka.ms/azsdk/identity/AppRegistrationAndRoleAssignment. If not specified, users will\n authenticate to an Azure development application, which is not recommended for production scenarios.\n:keyword str login_hint: a username suggestion to pre-fill the login page's username/email address field. A user\n may still log in with a different username.\n:keyword str redirect_uri: a redirect URI for the application identified by client_id as configured in Azure\n Active Directory, for example \"http://localhost:8400\". This is only required when passing a value for\n client_id, and must match a redirect URI in the application's registration. The credential must be able to\n bind a socket to this URI.\n:keyword AuthenticationRecord authentication_record: AuthenticationRecord returned by authenticate()\n:keyword bool disable_automatic_authentication: if True, get_token() will raise\n AuthenticationRequiredError when user interaction is required to acquire a token. Defaults to False.\n:keyword cache_persistence_options: configuration for persistent token caching. If unspecified, the credential\n will cache tokens in memory.\n:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions\n:keyword int timeout: seconds to wait for the user to complete authentication. Defaults to 300 (5 minutes).\n:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting\n to authenticate. Setting this to true will completely disable both instance discovery and authority validation.\n This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in\n private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from\n https://login.microsoft.com/ to validate the authority. By setting this to *True*, the validation of the\n authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and\n trustworthy.\n:keyword bool enable_support_logging: Enables additional support logging in the underlying MSAL library.\n This logging potentially contains personally identifiable information and is intended to be used only for\n troubleshooting purposes.

\n\n
Raises
\n\n
    \n
  • ValueError: invalid redirect_uri
    • \n
\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_interactive_browser_credential]\n    :end-before: [END create_interactive_browser_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create an InteractiveBrowserCredential.\n
\n", "bases": "azure.identity._internal.interactive.InteractiveCredential"}, "azure.identity.InteractiveBrowserCredential.__init__": {"fullname": "azure.identity.InteractiveBrowserCredential.__init__", "modulename": "azure.identity", "qualname": "InteractiveBrowserCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(**kwargs: Any)"}, "azure.identity.KnownAuthorities": {"fullname": "azure.identity.KnownAuthorities", "modulename": "azure.identity", "qualname": "KnownAuthorities", "kind": "class", "doc": "

Alias of AzureAuthorityHosts

\n", "bases": "azure.identity._constants.AzureAuthorityHosts"}, "azure.identity.OnBehalfOfCredential": {"fullname": "azure.identity.OnBehalfOfCredential", "modulename": "azure.identity", "qualname": "OnBehalfOfCredential", "kind": "class", "doc": "

Authenticates a service principal via the on-behalf-of flow.

\n\n

This flow is typically used by middle-tier services that authorize requests to other services with a delegated\nuser identity. Because this is not an interactive authentication flow, an application using it must have admin\nconsent for any delegated permissions before requesting tokens for them. See Microsoft Entra ID documentation\n_ for a more detailed\ndescription of the on-behalf-of flow.

\n\n
Parameters
\n\n
    \n
  • str tenant_id: ID of the service principal's tenant. Also called its \"directory\" ID.
    • \n
  • str client_id: The service principal's client ID.\n:keyword str client_secret: Optional. A client secret to authenticate the service principal.\nOne of *client_secret, *client_certificate, or client_assertion_func* must be provided.\n:keyword bytes client_certificate: Optional. The bytes of a certificate in PEM or PKCS12 format including\nthe private key to authenticate the service principal. One of *client_secret, client_certificate,\nor client_assertion_func must be provided.\n:keyword client_assertion_func: Optional. Function that returns client assertions that authenticate the\napplication to Microsoft Entra ID. This function is called each time the credential requests a token. It must\nreturn a valid assertion for the target resource.\n:paramtype client_assertion_func: Callable[[], str]\n:keyword str user_assertion: Required. The access token the credential will use as the user assertion when\nrequesting on-behalf-of tokens.
    • \n
\n\n

:keyword str authority: Authority of a Microsoft Entra endpoint, for example \"login.microsoftonline.com\",\n the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts\n defines authorities for other clouds.\n:keyword password: A certificate password. Used only when client_certificate is provided. If this value\n is a unicode string, it will be encoded as UTF-8. If the certificate requires a different encoding, pass\n appropriately encoded bytes instead.\n:paramtype password: str or bytes\n:keyword bool send_certificate_chain: If True when client_certificate is provided, the credential will send\n the public certificate chain in the x5c header of each token request's JWT. This is required for Subject\n Name/Issuer (SNI) authentication. Defaults to False.\n:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting\n to authenticate. Setting this to true will completely disable both instance discovery and authority validation.\n This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in\n private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from\n https://login.microsoft.com/ to validate the authority. By setting this to True, the validation of the\n authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and\n trustworthy.\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_on_behalf_of_credential]\n    :end-before: [END create_on_behalf_of_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create an OnBehalfOfCredential.\n
\n", "bases": "azure.identity._internal.msal_credentials.MsalCredential, azure.identity._internal.get_token_mixin.GetTokenMixin"}, "azure.identity.OnBehalfOfCredential.__init__": {"fullname": "azure.identity.OnBehalfOfCredential.__init__", "modulename": "azure.identity", "qualname": "OnBehalfOfCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\ttenant_id: str,\tclient_id: str,\t*,\tclient_certificate: Optional[bytes] = None,\tclient_secret: Optional[str] = None,\tclient_assertion_func: Optional[Callable[[], str]] = None,\tuser_assertion: str,\tpassword: Union[bytes, str, NoneType] = None,\tsend_certificate_chain: bool = False,\t**kwargs: Any)"}, "azure.identity.ManagedIdentityCredential": {"fullname": "azure.identity.ManagedIdentityCredential", "modulename": "azure.identity", "qualname": "ManagedIdentityCredential", "kind": "class", "doc": "

Authenticates with an Azure managed identity in any hosting environment which supports managed identities.

\n\n

This credential defaults to using a system-assigned identity. To configure a user-assigned identity, use one of\nthe keyword arguments. See Microsoft Entra ID documentation\n_ for more\ninformation about configuring managed identity for applications.

\n\n

:keyword str client_id: a user-assigned identity's client ID or, when using Pod Identity, the client ID of a\n Microsoft Entra app registration. This argument is supported in all hosting environments.\n:keyword identity_config: a mapping {parameter_name: value} specifying a user-assigned identity by its object\n or resource ID, for example {\"object_id\": \"...\"}. Check the documentation for your hosting environment to\n learn what values it expects.\n:paramtype identity_config: Mapping[str, str]

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_managed_identity_credential]\n    :end-before: [END create_managed_identity_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create a ManagedIdentityCredential.\n
\n"}, "azure.identity.ManagedIdentityCredential.__init__": {"fullname": "azure.identity.ManagedIdentityCredential.__init__", "modulename": "azure.identity", "qualname": "ManagedIdentityCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\t*,\tclient_id: Optional[str] = None,\tidentity_config: Optional[Mapping[str, str]] = None,\t**kwargs: Any)"}, "azure.identity.ManagedIdentityCredential.close": {"fullname": "azure.identity.ManagedIdentityCredential.close", "modulename": "azure.identity", "qualname": "ManagedIdentityCredential.close", "kind": "function", "doc": "

Close the credential's transport session.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.ManagedIdentityCredential.get_token": {"fullname": "azure.identity.ManagedIdentityCredential.get_token", "modulename": "azure.identity", "qualname": "ManagedIdentityCredential.get_token", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n\n\n

:keyword str claims: not used by this credential; any value provided will be ignored.\n:keyword str tenant_id: not used by this credential; any value provided will be ignored.

\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: managed identity isn't available in the hosting environment
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.ManagedIdentityCredential.get_token_info": {"fullname": "azure.identity.ManagedIdentityCredential.get_token_info", "modulename": "azure.identity", "qualname": "ManagedIdentityCredential.get_token_info", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scope for the access token. This credential allows only one scope per request.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: managed identity isn't available in the hosting environment.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.SharedTokenCacheCredential": {"fullname": "azure.identity.SharedTokenCacheCredential", "modulename": "azure.identity", "qualname": "SharedTokenCacheCredential", "kind": "class", "doc": "

Authenticates using tokens in the local cache shared between Microsoft applications.

\n\n
Parameters
\n\n
    \n
  • str username: Username (typically an email address) of the user to authenticate as. This is used when the\nlocal cache contains tokens for multiple identities.
    • \n
\n\n

:keyword str authority: Authority of a Microsoft Entra endpoint, for example 'login.microsoftonline.com',\n the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts\n defines authorities for other clouds.\n:keyword str tenant_id: a Microsoft Entra tenant ID. Used to select an account when the cache contains\n tokens for multiple identities.\n:keyword AuthenticationRecord authentication_record: an authentication record returned by a user credential such as\n DeviceCodeCredential or InteractiveBrowserCredential\n:keyword cache_persistence_options: configuration for persistent token caching. If not provided, the credential\n will use the persistent cache shared by Microsoft development applications\n:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions

\n"}, "azure.identity.SharedTokenCacheCredential.__init__": {"fullname": "azure.identity.SharedTokenCacheCredential.__init__", "modulename": "azure.identity", "qualname": "SharedTokenCacheCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(username: Optional[str] = None, **kwargs: Any)"}, "azure.identity.SharedTokenCacheCredential.close": {"fullname": "azure.identity.SharedTokenCacheCredential.close", "modulename": "azure.identity", "qualname": "SharedTokenCacheCredential.close", "kind": "function", "doc": "

Close the credential's transport session.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.SharedTokenCacheCredential.get_token": {"fullname": "azure.identity.SharedTokenCacheCredential.get_token", "modulename": "azure.identity", "qualname": "SharedTokenCacheCredential.get_token", "kind": "function", "doc": "

Get an access token for scopes from the shared cache.

\n\n

If no access token is cached, attempt to acquire one using a cached refresh token.

\n\n

This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see\nhttps://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword str claims: additional claims required in the token, such as those returned in a resource provider's\nclaims challenge following an authorization failure\n:keyword str tenant_id: not used by this credential; any value provided will be ignored.\n:keyword bool enable_cae: indicates whether to enable Continuous Access Evaluation (CAE) for the requested\ntoken. Defaults to False.
    • \n
\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: the cache is unavailable or contains insufficient user\ninformation
    • \n
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message\nattribute gives a reason.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\tenable_cae: bool = False,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.SharedTokenCacheCredential.get_token_info": {"fullname": "azure.identity.SharedTokenCacheCredential.get_token_info", "modulename": "azure.identity", "qualname": "SharedTokenCacheCredential.get_token_info", "kind": "function", "doc": "

Request an access token for scopes.

\n\n

If no access token is cached, attempt to acquire one using a cached refresh token.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scope for the access token. This method requires at least one scope.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: the cache is unavailable or contains insufficient user\ninformation.
    • \n
  • ~azure.core.exceptions.ClientAuthenticationError: authentication failed. The error's message\nattribute gives a reason.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.SharedTokenCacheCredential.supported": {"fullname": "azure.identity.SharedTokenCacheCredential.supported", "modulename": "azure.identity", "qualname": "SharedTokenCacheCredential.supported", "kind": "function", "doc": "

Whether the shared token cache is supported on the current platform.

\n\n
Returns
\n\n
\n

True if the shared token cache is supported on the current platform, otherwise False.

\n
\n", "signature": "() -> bool:", "funcdef": "def"}, "azure.identity.TokenCachePersistenceOptions": {"fullname": "azure.identity.TokenCachePersistenceOptions", "modulename": "azure.identity", "qualname": "TokenCachePersistenceOptions", "kind": "class", "doc": "

Options for persistent token caching.

\n\n

Most credentials accept an instance of this class to configure persistent token caching. The default values\nconfigure a credential to use a cache shared with Microsoft developer tools and\n~azure.identity.SharedTokenCacheCredential. To isolate a credential's data from other applications,\nspecify a name for the cache.

\n\n

By default, the cache is encrypted with the current platform's user data protection API, and will raise an error\nwhen this is not available. To configure the cache to fall back to an unencrypted file instead of raising an\nerror, specify allow_unencrypted_storage=True.

\n\n
\n\n
The cache contains authentication secrets. If the cache is not encrypted, protecting it is the
\n\n

application's responsibility. A breach of its contents will fully compromise accounts.

\n\n
\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../tests/test_persistent_cache.py\n    :start-after: [START snippet]\n    :end-before: [END snippet]\n    :language: python\n    :caption: Configuring a credential for persistent caching\n    :dedent: 8\n
\n\n

:keyword str name: prefix name of the cache, used to isolate its data from other applications. Defaults to the\n name of the cache shared by Microsoft dev tools and ~azure.identity.SharedTokenCacheCredential.\n Additional strings may be appended to the name for further isolation.\n:keyword bool allow_unencrypted_storage: whether the cache should fall back to storing its data in plain text when\n encryption isn't possible. False by default. Setting this to True does not disable encryption. The cache will\n always try to encrypt its data.

\n"}, "azure.identity.TokenCachePersistenceOptions.__init__": {"fullname": "azure.identity.TokenCachePersistenceOptions.__init__", "modulename": "azure.identity", "qualname": "TokenCachePersistenceOptions.__init__", "kind": "function", "doc": "

\n", "signature": "(\t*,\tallow_unencrypted_storage: bool = False,\tname: str = 'msal.cache',\t**kwargs: Any)"}, "azure.identity.TokenCachePersistenceOptions.allow_unencrypted_storage": {"fullname": "azure.identity.TokenCachePersistenceOptions.allow_unencrypted_storage", "modulename": "azure.identity", "qualname": "TokenCachePersistenceOptions.allow_unencrypted_storage", "kind": "variable", "doc": "

\n"}, "azure.identity.TokenCachePersistenceOptions.name": {"fullname": "azure.identity.TokenCachePersistenceOptions.name", "modulename": "azure.identity", "qualname": "TokenCachePersistenceOptions.name", "kind": "variable", "doc": "

\n"}, "azure.identity.UsernamePasswordCredential": {"fullname": "azure.identity.UsernamePasswordCredential", "modulename": "azure.identity", "qualname": "UsernamePasswordCredential", "kind": "class", "doc": "

Authenticates a user with a username and password.

\n\n

Deprecated: This credential doesn't support multifactor authentication (MFA).\nFor more details on Microsoft Entra MFA enforcement, see https://aka.ms/azsdk/identity/mfa.

\n\n

In general, Microsoft doesn't recommend this kind of authentication, because it's less secure than other\nauthentication flows.

\n\n

Authentication with this credential is not interactive, so it is not compatible with any form of\nmulti-factor authentication or consent prompting. The application must already have consent from the user or\na directory admin.

\n\n

This credential can only authenticate work and school accounts; Microsoft accounts are not supported.\nSee Microsoft Entra ID documentation\n_ for more information about\naccount types.

\n\n
Parameters
\n\n
    \n
  • str client_id: The application's client ID
    • \n
  • str username: The user's username (usually an email address)
    • \n
  • str password: The user's password
    • \n
\n\n

:keyword str authority: Authority of a Microsoft Entra endpoint, for example \"login.microsoftonline.com\",\n the authority for Azure Public Cloud (which is the default). ~azure.identity.AzureAuthorityHosts\n defines authorities for other clouds.\n:keyword str tenant_id: Tenant ID or a domain associated with a tenant. If not provided, defaults to the\n \"organizations\" tenant, which supports only Microsoft Entra work or school accounts.\n:keyword cache_persistence_options: Configuration for persistent token caching. If unspecified, the credential\n will cache tokens in memory.\n:paramtype cache_persistence_options: ~azure.identity.TokenCachePersistenceOptions\n:keyword bool disable_instance_discovery: Determines whether or not instance discovery is performed when attempting\n to authenticate. Setting this to true will completely disable both instance discovery and authority validation.\n This functionality is intended for use in scenarios where the metadata endpoint cannot be reached, such as in\n private clouds or Azure Stack. The process of instance discovery entails retrieving authority metadata from\n https://login.microsoft.com/ to validate the authority. By setting this to **True**, the validation of the\n authority is disabled. As a result, it is crucial to ensure that the configured authority host is valid and\n trustworthy.\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.\n:keyword bool enable_support_logging: Enables additional support logging in the underlying MSAL library.\n This logging potentially contains personally identifiable information and is intended to be used only for\n troubleshooting purposes.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START create_username_password_credential]\n    :end-before: [END create_username_password_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create a UsernamePasswordCredential.\n
\n", "bases": "azure.identity._internal.interactive.InteractiveCredential"}, "azure.identity.UsernamePasswordCredential.__init__": {"fullname": "azure.identity.UsernamePasswordCredential.__init__", "modulename": "azure.identity", "qualname": "UsernamePasswordCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(client_id: str, username: str, password: str, **kwargs: Any)"}, "azure.identity.VisualStudioCodeCredential": {"fullname": "azure.identity.VisualStudioCodeCredential", "modulename": "azure.identity", "qualname": "VisualStudioCodeCredential", "kind": "class", "doc": "

Authenticates as the Azure user signed in to Visual Studio Code via the 'Azure Resources' extension.

\n\n

This currently only works in Windows/WSL environments and requires the 'azure-identity-broker'\npackage to be installed.

\n\n

:keyword str tenant_id: A Microsoft Entra tenant ID. Defaults to the tenant specified in the authentication\n record file used by the Azure Resources extension.\n:keyword List[str] additionally_allowed_tenants: Specifies tenants in addition to the specified \"tenant_id\"\n for which the credential may acquire tokens. Add the wildcard value \"*\" to allow the credential to\n acquire tokens for any tenant the application can access.

\n"}, "azure.identity.VisualStudioCodeCredential.__init__": {"fullname": "azure.identity.VisualStudioCodeCredential.__init__", "modulename": "azure.identity", "qualname": "VisualStudioCodeCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(**kwargs: Any)"}, "azure.identity.VisualStudioCodeCredential.close": {"fullname": "azure.identity.VisualStudioCodeCredential.close", "modulename": "azure.identity", "qualname": "VisualStudioCodeCredential.close", "kind": "function", "doc": "

Close the credential's transport session.

\n", "signature": "(self) -> None:", "funcdef": "def"}, "azure.identity.VisualStudioCodeCredential.get_token": {"fullname": "azure.identity.VisualStudioCodeCredential.get_token", "modulename": "azure.identity", "qualname": "VisualStudioCodeCredential.get_token", "kind": "function", "doc": "

Request an access token for scopes as the user currently signed in to Visual Studio Code.

\n\n

This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see\nhttps://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword str claims: additional claims required in the token, such as those returned in a resource provider's\nclaims challenge following an authorization failure.\n:keyword str tenant_id: optional tenant to include in the token request.
    • \n
\n\n
Returns
\n\n
\n

An access token with the desired scopes.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: the credential cannot retrieve user details from Visual\nStudio Code
    • \n
\n", "signature": "(\tself,\t*scopes: str,\tclaims: Optional[str] = None,\ttenant_id: Optional[str] = None,\t**kwargs: Any) -> azure.core.credentials.AccessToken:", "funcdef": "def"}, "azure.identity.VisualStudioCodeCredential.get_token_info": {"fullname": "azure.identity.VisualStudioCodeCredential.get_token_info", "modulename": "azure.identity", "qualname": "VisualStudioCodeCredential.get_token_info", "kind": "function", "doc": "

Request an access token for scopes as the user currently signed in to Visual Studio Code.

\n\n

This is an alternative to get_token to enable certain scenarios that require additional properties\non the token. This method is called automatically by Azure SDK clients.

\n\n
Parameters
\n\n
    \n
  • str scopes: desired scopes for the access token. This method requires at least one scope.\nFor more information about scopes, see https://learn.microsoft.com/entra/identity-platform/scopes-oidc.\n:keyword options: A dictionary of options for the token request. Unknown options will be ignored. Optional.\n:paramtype options: ~azure.core.credentials.TokenRequestOptions
    • \n
\n\n
Returns
\n\n
\n

An AccessTokenInfo instance containing information about the token.

\n
\n\n
Raises
\n\n
    \n
  • ~azure.identity.CredentialUnavailableError: the credential cannot retrieve user details from Visual\nStudio Code.
    • \n
\n", "signature": "(\tself,\t*scopes: str,\toptions: Optional[azure.core.credentials.TokenRequestOptions] = None) -> azure.core.credentials.AccessTokenInfo:", "funcdef": "def"}, "azure.identity.WorkloadIdentityCredential": {"fullname": "azure.identity.WorkloadIdentityCredential", "modulename": "azure.identity", "qualname": "WorkloadIdentityCredential", "kind": "class", "doc": "

Authenticates using Microsoft Entra Workload ID.

\n\n

Workload identity authentication is a feature in Azure that allows applications running on virtual machines (VMs)\nto access other Azure resources without the need for a service principal or managed identity. With workload\nidentity authentication, applications authenticate themselves using their own identity, rather than using a shared\nservice principal or managed identity. Under the hood, workload identity authentication uses the concept of Service\nAccount Credentials (SACs), which are automatically created by Azure and stored securely in the VM. By using\nworkload identity authentication, you can avoid the need to manage and rotate service principals or managed\nidentities for each application on each VM. Additionally, because SACs are created automatically and managed by\nAzure, you don't need to worry about storing and securing sensitive credentials themselves.

\n\n

The WorkloadIdentityCredential supports Azure workload identity authentication on Azure Kubernetes and acquires\na token using the service account credentials available in the Azure Kubernetes environment. Refer\nto this workload identity overview _\nfor more information.

\n\n

:keyword str tenant_id: ID of the application's Microsoft Entra tenant. Also called its \"directory\" ID.\n:keyword str client_id: The client ID of a Microsoft Entra app registration.\n:keyword str token_file_path: The path to a file containing a Kubernetes service account token that authenticates\n the identity.

\n\n

.. admonition:: Example:

\n\n
.. literalinclude:: ../samples/credential_creation_code_snippets.py\n    :start-after: [START workload_identity_credential]\n    :end-before: [END workload_identity_credential]\n    :language: python\n    :dedent: 4\n    :caption: Create a WorkloadIdentityCredential.\n
\n", "bases": "azure.identity._credentials.client_assertion.ClientAssertionCredential, azure.identity._credentials.workload_identity.TokenFileMixin"}, "azure.identity.WorkloadIdentityCredential.__init__": {"fullname": "azure.identity.WorkloadIdentityCredential.__init__", "modulename": "azure.identity", "qualname": "WorkloadIdentityCredential.__init__", "kind": "function", "doc": "

\n", "signature": "(\t*,\ttenant_id: Optional[str] = None,\tclient_id: Optional[str] = None,\ttoken_file_path: Optional[str] = None,\t**kwargs: Any)"}, "azure.identity.get_bearer_token_provider": {"fullname": "azure.identity.get_bearer_token_provider", "modulename": "azure.identity", "qualname": "get_bearer_token_provider", "kind": "function", "doc": "

Returns a callable that provides a bearer token.

\n\n

It can be used for instance to write code like:

\n\n
\n
from azure.identity import DefaultAzureCredential, get_bearer_token_provider\n\ncredential = DefaultAzureCredential()\nbearer_token_provider = get_bearer_token_provider(credential, "https://cognitiveservices.azure.com/.default")\n\n# Usage\nrequest.headers["Authorization"] = "Bearer " + bearer_token_provider()\n
\n
\n\n
Parameters
\n\n
    \n
  • credential: The credential used to authenticate the request.
    • \n
  • str scopes: The scopes required for the bearer token.
    • \n
\n\n
Returns
\n\n
\n

A callable that returns a bearer token.

\n
\n", "signature": "(\tcredential: Union[azure.core.credentials.TokenCredential, azure.core.credentials.SupportsTokenInfo],\t*scopes: str) -> Callable[[], str]:", "funcdef": "def"}}, "docInfo": {"azure": {"qualname": 0, "fullname": 1, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "azure.core": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "azure.core.PipelineClient": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 9, "doc": 183}, "azure.core.PipelineClient.close": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 3}, "azure.core.PipelineClient.send_request": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 67, "bases": 0, "doc": 201}, "azure.core.MatchConditions": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 9}, "azure.core.MatchConditions.Unconditionally": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 7, "signature": 0, "bases": 0, "doc": 5}, "azure.core.MatchConditions.IfNotModified": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 7, "signature": 0, "bases": 0, "doc": 16}, "azure.core.MatchConditions.IfModified": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 7, "signature": 0, "bases": 0, "doc": 16}, "azure.core.MatchConditions.IfPresent": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 7, "signature": 0, "bases": 0, "doc": 14}, "azure.core.MatchConditions.IfMissing": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 7, "signature": 0, "bases": 0, "doc": 16}, "azure.core.CaseInsensitiveEnumMeta": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 133}, "azure.core.AsyncPipelineClient": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 13, "doc": 187}, "azure.core.AsyncPipelineClient.close": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 3}, "azure.core.AsyncPipelineClient.send_request": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 73, "bases": 0, "doc": 204}, "azure.core.AzureClouds": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 4, "doc": 9}, "azure.core.AzureClouds.AZURE_PUBLIC_CLOUD": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 13, "signature": 0, "bases": 0, "doc": 5}, "azure.core.AzureClouds.AZURE_CHINA_CLOUD": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 13, "signature": 0, "bases": 0, "doc": 5}, "azure.core.AzureClouds.AZURE_US_GOVERNMENT": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 13, "signature": 0, "bases": 0, "doc": 6}, "azure.identity": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 8}, "azure.identity.AuthenticationRecord": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 153}, "azure.identity.AuthenticationRecord.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 63, "bases": 0, "doc": 3}, "azure.identity.AuthenticationRecord.authority": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 29}, "azure.identity.AuthenticationRecord.client_id": {"qualname": 3, "fullname": 5, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 35}, "azure.identity.AuthenticationRecord.home_account_id": {"qualname": 4, "fullname": 6, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 25}, "azure.identity.AuthenticationRecord.tenant_id": {"qualname": 3, "fullname": 5, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 27}, "azure.identity.AuthenticationRecord.username": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 33}, "azure.identity.AuthenticationRecord.deserialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 41, "bases": 0, "doc": 36}, "azure.identity.AuthenticationRecord.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 19}, "azure.identity.AuthenticationRequiredError": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 4, "doc": 109}, "azure.identity.AuthenticationRequiredError.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 82, "bases": 0, "doc": 3}, "azure.identity.AuthenticationRequiredError.scopes": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 25}, "azure.identity.AuthenticationRequiredError.claims": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 35}, "azure.identity.AuthorizationCodeCredential": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 7, "doc": 247}, "azure.identity.AuthorizationCodeCredential.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 65, "bases": 0, "doc": 3}, "azure.identity.AuthorizationCodeCredential.close": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 9}, "azure.identity.AuthorizationCodeCredential.get_token": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 105, "bases": 0, "doc": 205}, "azure.identity.AuthorizationCodeCredential.get_token_info": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 82, "bases": 0, "doc": 211}, "azure.identity.AzureAuthorityHosts": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 21}, "azure.identity.AzureAuthorityHosts.AZURE_CHINA": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 7, "signature": 0, "bases": 0, "doc": 3}, "azure.identity.AzureAuthorityHosts.AZURE_GOVERNMENT": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 7, "signature": 0, "bases": 0, "doc": 3}, "azure.identity.AzureAuthorityHosts.AZURE_PUBLIC_CLOUD": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 7, "signature": 0, "bases": 0, "doc": 3}, "azure.identity.AzureCliCredential": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 173}, "azure.identity.AzureCliCredential.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 105, "bases": 0, "doc": 3}, "azure.identity.AzureCliCredential.tenant_id": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "azure.identity.AzureCliCredential.subscription": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "azure.identity.AzureCliCredential.close": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 8}, "azure.identity.AzureCliCredential.get_token": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 105, "bases": 0, "doc": 173}, "azure.identity.AzureCliCredential.get_token_info": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 82, "bases": 0, "doc": 189}, "azure.identity.AzureDeveloperCliCredential": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 352}, "azure.identity.AzureDeveloperCliCredential.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 81, "bases": 0, "doc": 3}, "azure.identity.AzureDeveloperCliCredential.tenant_id": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "azure.identity.AzureDeveloperCliCredential.close": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 8}, "azure.identity.AzureDeveloperCliCredential.get_token": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 105, "bases": 0, "doc": 175}, "azure.identity.AzureDeveloperCliCredential.get_token_info": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 82, "bases": 0, "doc": 190}, "azure.identity.AzurePipelinesCredential": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 252}, "azure.identity.AzurePipelinesCredential.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 73, "bases": 0, "doc": 3}, "azure.identity.AzurePipelinesCredential.get_token": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 124, "bases": 0, "doc": 184}, "azure.identity.AzurePipelinesCredential.get_token_info": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 82, "bases": 0, "doc": 150}, "azure.identity.AzurePipelinesCredential.close": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 9}, "azure.identity.AzurePowerShellCredential": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 146}, "azure.identity.AzurePowerShellCredential.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 81, "bases": 0, "doc": 3}, "azure.identity.AzurePowerShellCredential.tenant_id": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, 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{}, "df": 0, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"azure.identity.WorkloadIdentityCredential": {"tf": 1}}, "df": 1}}}}}}, "s": {"docs": {"azure.identity.DefaultAzureCredential": {"tf": 1}}, "df": 1}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"azure.identity.DeviceCodeCredential": {"tf": 1.7320508075688772}}, "df": 1}}}}}}}}}}}, "m": {"docs": {"azure.identity.WorkloadIdentityCredential": {"tf": 1.4142135623730951}}, "df": 1, "s": {"docs": {"azure.identity.WorkloadIdentityCredential": {"tf": 1}}, "df": 1}}}, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"azure.identity.AzurePipelinesCredential": {"tf": 1}}, "df": 1}}}, "o": {"docs": {}, "df": 0, "t": {"docs": {"azure.identity.get_bearer_token_provider": {"tf": 2.449489742783178}}, "df": 1}}}}, "x": {"5": {"docs": {}, "df": 0, "c": {"docs": {"azure.identity.CertificateCredential": {"tf": 1}, "azure.identity.EnvironmentCredential": {"tf": 1}, "azure.identity.OnBehalfOfCredential": {"tf": 1}}, "df": 3}}, "docs": {}, "df": 0}, "j": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "t": {"docs": {"azure.identity.CertificateCredential": {"tf": 1}, "azure.identity.ClientAssertionCredential": {"tf": 1}, "azure.identity.EnvironmentCredential": {"tf": 1}, "azure.identity.OnBehalfOfCredential": {"tf": 1}}, "df": 4}}}}}}, "pipeline": ["trimmer"], "_isPrebuiltIndex": true}; + + // mirrored in build-search-index.js (part 1) + // Also split on html tags. this is a cheap heuristic, but good enough. + elasticlunr.tokenizer.setSeperator(/[\s\-.;&_'"=,()]+|<[^>]*>/); + + let searchIndex; + if (docs._isPrebuiltIndex) { + console.info("using precompiled search index"); + searchIndex = elasticlunr.Index.load(docs); + } else { + console.time("building search index"); + // mirrored in build-search-index.js (part 2) + searchIndex = elasticlunr(function () { + this.pipeline.remove(elasticlunr.stemmer); + this.pipeline.remove(elasticlunr.stopWordFilter); + this.addField("qualname"); + this.addField("fullname"); + this.addField("annotation"); + this.addField("default_value"); + this.addField("signature"); + this.addField("bases"); + this.addField("doc"); + this.setRef("fullname"); + }); + for (let doc of docs) { + searchIndex.addDoc(doc); + } + console.timeEnd("building search index"); + } + + return (term) => searchIndex.search(term, { + fields: { + qualname: {boost: 4}, + fullname: {boost: 2}, + annotation: {boost: 2}, + default_value: {boost: 2}, + signature: {boost: 2}, + bases: {boost: 2}, + doc: {boost: 1}, + }, + expand: true + }); +})(); \ No newline at end of file From 74c16ffcbda9fe6678ea37a4b269b147ca1d6717 Mon Sep 17 00:00:00 2001 From: Asaf Mahlev Date: Sun, 17 Aug 2025 18:34:12 +0300 Subject: [PATCH 31/36] Fix --- docs/data.html | 194 +++++++++++++++++++++++++++++++++++++++++- docs/index.html | 218 +++++++++++++++++++++++++++++++++++++++++++++++- docs/search.js | 2 +- pyproject.toml | 2 +- 4 files changed, 408 insertions(+), 8 deletions(-) diff --git a/docs/data.html b/docs/data.html index 63fe2289..04574c0f 100644 --- a/docs/data.html +++ b/docs/data.html @@ -16,9 +16,18 @@