make diff of time series to compare test productions+AliasDataFrame#2014

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miranov25 wants to merge 69 commits intoAliceO2Group:masterfrom

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Commits on May 4, 2025

make diff of time series
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Commits on May 29, 2025

`AliasDataFrame` is a small utility that extends `pandas.DataFrame` functionality by enabling:
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Commits on May 31, 2025

adding perfmonitor
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adding PerfromanceLogger extracted from calibration code
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supressing linter warning
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Commits on Jun 1, 2025

Add dtype support and alias dependency graph to AliasDataFrame
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Add support for dtype persistence and alias filtering in save/load
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Save aliases directly to pyarrow metadata
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Commits on Jun 2, 2025

add FormulaLinearModel.py used for the dEdx and distortion calibration
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add FormulaLinearModel.py used for the dEdx and distortion calibration
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special treatment for constants - should be enver materialized but used
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special treatment for constants
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special treatment for constants
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Commits on Jun 3, 2025

`Add ROOT SetAlias export and Python-to-ROOT AST translation for aliases`
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Commits on Jun 4, 2025

Add dependency-aware alias materialization with optional cleanup and verbosity
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Commits on Jun 9, 2025

Extended usnit test for the sub_frames
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Add extended unit tests for AliasDataFrame including lazy join and error handling
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fixed - Circular dependency detection
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fixing all unit test - except oth the automatic materialization
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fixing automatic materialization test + working in the distrtion calibration test
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fixing circular depndency test - all test are OK now
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Commits on Jun 10, 2025

adding unit test for the export_import tree
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add failing test for export/import of the subframes
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make test_export_tree_read_tree_with_subframe already OK
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Commits on Jun 11, 2025

adding metadata to all trees
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Updated documentation
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AliasDataFrame: add index-based subframe join and robust error handling
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Commits on Jun 12, 2025

Commits on Jun 13, 2025

* removing pylint warning
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* adding __init__.py
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* adding protection for infinite recursion
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pylint fix
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Commits on Jun 23, 2025

adding test for the logger
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Commits on Jun 25, 2025

adding conversions to the function list
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Commits on Jun 27, 2025

adding chunksize and compression as argument
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adding chunksize and compression as argument
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Commits on Aug 14, 2025

adding df drawing interface similar to the tree::Draw
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Commits on Oct 11, 2025

docs(quantile_fit_nd): add v3.1 Δq-centered ND quantile fitting spec
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Commit latest working version of AliasDataFrame
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Commit latest working version of perfoemance_logger.py
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Commit latest working version of groupby_regression.py
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feat(DataFrameUtils): Enhance docstrings and error handling for scatter plots
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feat(dfextensions): add ND quantile fitting (Δq-centered) + tests & bench
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test(dfextensions): fix quantile ND tests vs synthetic truth; add robust edge expectations
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fix(quantile_fit_nd): exclude q_center from nuisance axes; silence single-groupby warning
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fix(dfextensions/quantile_fit_nd): evaluator axis bug + window-local b_min + stable inversion
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tests(quantile_fit_nd): snapshot pre-fix state with rich diagnostics (exclude IDE files)
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fix(quantile_fit_nd): do not floor degenerate Δq windows; keep NaN and record reason
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tests(quantile_fit_nd): handle Poisson via randomized PIT pre-processing
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docs(quantile_fit_nd): add Discrete Inputs policy and utilities
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bench(quantile_fit_nd): correct scaling assertions — α_b≈−0.5, α_rt≈0.0
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docs(quantile_fit_nd): add contextLLM.md (cold-start guide + policies)
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docs(quantile_fit_nd): add contextLLM.md (cold-start guide + policies)
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Forgottend commit of refernce test and bench log
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Commits on Oct 22, 2025

Commits on Oct 23, 2025

feat(bench): integrate class-level diagnostics summary into benchmark report
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docs(restartContext): record diagnostics integration and real-data validation
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docs(restartContext): record diagnostics integration and real-data validation
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use faster compression by default
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