FEAT: Param as Dict

[jahnvi480]

Work Item / Issue Reference

AB#40995

GitHub Issue: #20

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Summary

This pull request introduces support for both qmark (?) and pyformat (%(name)s) parameter styles in SQL queries, improving compatibility and usability for users of the mssql_python package. The default paramstyle is now set to pyformat, and both execute and executemany methods have been updated to automatically detect and convert parameter styles as needed. A new utility module, parameter_helper.py, has been added to handle parameter style parsing and conversion.

Parameter style support and conversion:

• Changed the global paramstyle in mssql_python/__init__.py from "qmark" to "pyformat", making pyformat the default parameter style.
• Added a new module mssql_python/parameter_helper.py containing helper functions to parse pyformat parameters, convert pyformat SQL to qmark style, and auto-detect/convert parameter styles in queries.

Enhancements to parameter handling in cursor methods:

• Updated the execute method in mssql_python/cursor.py to auto-detect and convert parameter styles, supporting both single values and various parameter formats, and to use the new helper functions for conversion.
• Refactored parameter flattening logic in execute to rely on the new auto-detection and conversion, removing the old manual flattening.
• Enhanced the executemany method in mssql_python/cursor.py to auto-detect parameter style, convert pyformat to qmark for all rows if needed, and wrap single parameters for backward compatibility.

Tests and validation:

• Updated the test_paramstyle test in tests/test_001_globals.py to expect the new default paramstyle value of "pyformat".

[Copilot]

Pull request overview

This pull request introduces dual parameter style support to the mssql_python package, enabling both qmark (?) and pyformat (%(name)s) parameter styles for SQL queries. The default paramstyle is changed from "qmark" to "pyformat" to align with common Python database patterns, while maintaining full backward compatibility with existing qmark-style code.

Key Changes:

• Added comprehensive parameter style detection and conversion logic with automatic fallback between qmark and pyformat styles
• Implemented robust parameter handling for single values, tuples, lists, and dictionaries across execute(), executemany(), and batch_execute() methods
• Created extensive test suite with 100+ test cases covering edge cases, error handling, and real-world usage scenarios

Reviewed changes

Copilot reviewed 5 out of 5 changed files in this pull request and generated 4 comments.

Show a summary per file

File	Description
mssql_python/init.py	Changes default paramstyle from "qmark" to "pyformat"
mssql_python/parameter_helper.py	Adds new utility module with parse_pyformat_params(), convert_pyformat_to_qmark(), and detect_and_convert_parameters() functions
mssql_python/cursor.py	Updates execute() and executemany() methods to support automatic parameter style detection and conversion with single parameter wrapping
tests/test_001_globals.py	Updates paramstyle assertion to expect "pyformat" instead of "qmark"
tests/test_015_pyformat_parameters.py	Adds comprehensive test suite covering parsing, conversion, detection, edge cases, real-world scenarios, backward compatibility, and error handling

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[github-actions]

📊 Code Coverage Report

🔥 Diff Coverage 100%

🎯 Overall Coverage 76%

📈 Total Lines Covered: 5436 out of 7116 📁 Project: mssql-python

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Diff Coverage

Diff: main...HEAD, staged and unstaged changes

• mssql_python/init.py (100%)
• mssql_python/cursor.py (100%)
• mssql_python/parameter_helper.py (100%)

Summary

• Total: 82 lines
• Missing: 0 lines
• Coverage: 100%

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📋 Files Needing Attention

📉 Files with overall lowest coverage (click to expand)

mssql_python.pybind.logger_bridge.hpp: 58.8%
mssql_python.pybind.logger_bridge.cpp: 59.2%
mssql_python.row.py: 66.2%
mssql_python.helpers.py: 67.5%
mssql_python.pybind.ddbc_bindings.cpp: 69.3%
mssql_python.pybind.ddbc_bindings.h: 71.7%
mssql_python.pybind.connection.connection.cpp: 73.6%
mssql_python.ddbc_bindings.py: 79.6%
mssql_python.pybind.connection.connection_pool.cpp: 79.6%
mssql_python.connection.py: 83.9%

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[bewithgaurav]

things lgtm, please make a priority to change wikis/docs accordingly ✅