Enhance: Add offset handling in DFTracerAnalyzer#19
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Pull Request Overview
This pull request enhances the DFTracerAnalyzer to improve data type handling and add offset tracking capabilities for I/O trace processing. The changes focus on standardizing integer data types and extending the schema to capture offset information from I/O operations.
- Updated integer column data type from
Int32toInt64for consistency across the codebase - Added
offsetcolumn to the I/O trace schema to capture file position information - Enhanced I/O function processing to extract and handle offset values from trace data
Reviewed Changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.
| File | Description |
|---|---|
| dfanalyzer/analysis_utils.py | Changed integer column data type from Int32 to Int64 for consistency |
| dfanalyzer/dftracer.py | Added offset column to schema, enhanced I/O function to extract offset values, and updated postread processing to handle zero offset values |
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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This pull request introduces changes to improve data type handling and extend functionality for processing I/O traces in the
dfanalyzermodule. The most important changes include adjustments to column data types, the addition of a newoffsetcolumn, and updates to ensure proper handling of theoffsetfield in I/O trace processing.Data type adjustments:
fix_dtypesto useInt64instead ofInt32for consistency with other integer columns (dfanalyzer/analysis_utils.py, dfanalyzer/analysis_utils.pyL36-R36).Enhancements to I/O trace processing:
offsetcolumn to the schema returned byio_columnsto capture offset information (dfanalyzer/dftracer.py, dfanalyzer/dftracer.pyR195).io_functionto extract and include theoffsetfield fromjson_dictarguments if present and valid (dfanalyzer/dftracer.py, dfanalyzer/dftracer.pyR216-R219).postread_traceto replace zero values in theoffsetcolumn withNaNfor better handling of missing data (dfanalyzer/dftracer.py, dfanalyzer/dftracer.pyR700).