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lines changed Original file line number Diff line number Diff line change @@ -28,4 +28,7 @@ collected 6 items
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2929pandas/tests/util/test_integration.py::TestSandeepIntegration::test_series_to_dataframe_dtype_preservation PASSED
3030pandas/tests/util/test_integration.py::TestSandeepIntegration::test_dataframe_from_dict_mixed_series_dtypes PASSED
31+ pandas/tests/util/test_integration.
32+ py::TestNithikeshIntegration::test_validate_fillna_with_clean_method PASSED
33+ pandas/tests/util/test_integration.py::TestNithikeshIntegration::test_series_fillna_integration PASSED
3134pandas/tests/util/test_integration.
Original file line number Diff line number Diff line change @@ -14,3 +14,16 @@ This integration testing effort focuses on verifying interactions between multip
1414** Interactions Tested:**
15151 . ** Series.to_frame()** : Tests dtype preservation when converting Series to DataFrame through internal manager conversion
16162 . ** DataFrame construction from dict** : Tests how DataFrame handles multiple Series with different dtypes (int64, float32, object) during construction
17+
18+
19+ ### Test 2: Validation-Missing Data Integration (Nithikesh Bobbili)
20+ ** Modules Integrated:**
21+ - ` pandas.util._validators ` (validation utilities)
22+ - ` pandas.core.missing ` (missing data handling)
23+ - ` pandas.core.series ` (Series operations)
24+ - ` pandas.core.internals ` (internal data modification)
25+
26+ ** Interactions Tested:**
27+ 1 . ** validate_fillna_kwargs with clean_fill_method** : Tests delegation from validator to missing data module for method normalization
28+ 2 . ** Series.fillna/ffill operations** : Tests complete pipeline from user API through validation to missing data handling
29+
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