docs: docstring improvements #1597
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Modified files: - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/huggingface/tests/test_huggingface_text_gen.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/huggingface/pandasai_huggingface/huggingface_text_gen.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/ibm/tests/test_ibm_watsonx.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/ibm/pandasai_ibm/ibm_watsonx.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/openai/tests/test_azure_openai.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/openai/tests/test_openai.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/openai/pandasai_openai/azure_openai.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/openai/pandasai_openai/openai.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/bedrock/tests/test_bedrock_claude.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/bedrock/pandasai_bedrock/claude.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/langchain/tests/test_langchain_llm.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/langchain/pandasai_langchain/langchain.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/google/tests/test_google_vertexai.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/google/pandasai_google/google_gemini.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/google/pandasai_google/google_vertexai.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/local/pandasai_local/local_llm.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/llms/local/tests/test_local_llm.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/sandbox/docker/tests/test_serializer.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/sandbox/docker/tests/test_sandbox.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/sandbox/docker/pandasai_docker/serializer.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/sandbox/docker/pandasai_docker/docker_sandbox.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/vectorstores/lancedb/tests/test_lancedb.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/vectorstores/lancedb/pandasai_lancedb/lancedb.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/vectorstores/qdrant/pandasai_qdrant/qdrant.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/vectorstores/qdrant/tests/test_qdrant.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/vectorstores/milvus/tests/test_milvus.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/vectorstores/milvus/pandasai_milvus/milvus.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/vectorstores/pinecone/tests/test_pinecone.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/vectorstores/pinecone/pandasai_pinecone/pinecone.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/vectorstores/chromadb/tests/test_chromadb.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/vectorstores/chromadb/pandasai_chromadb/chroma.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/connectors/bigquery/tests/test_bigquery.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/connectors/bigquery/pandasai_bigquery/__init__.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/connectors/databricks/tests/test_databricks.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/connectors/oracle/tests/test_oracle.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/connectors/oracle/pandasai_oracle/__init__.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/connectors/snowflake/pandasai_snowflake/__init__.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/ee/connectors/snowflake/tests/test_snowflake.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/connectors/sql/tests/test_sql.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/connectors/sql/pandasai_sql/__init__.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/connectors/yfinance/tests/test_yahoo_finance.py - /mount/src/ambrogio-platform/repositories/pandas-ai/extensions/connectors/yfinance/pandasai_yfinance/__init__.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/test_memory.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/test_cli.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/conftest.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/test_config.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/test_api_key_manager.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/test_pandasai_init.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/core/code_generation/test_code_cleaning.py - 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/mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/agent/test_agent_llm_judge.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/agent/test_agent_chat.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/llms/test_base_llm.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/llms/test_bamboo_llm.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/response/test_error_response.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/response/test_number_response.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/response/test_string_response.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/response/test_dataframe_response.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/response/test_chart_response.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/smart_datalake/test_smart_datalake.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/data_loader/test_transformation_manager.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/data_loader/test_loader.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/data_loader/test_sql_loader.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/data_loader/test_duckdbmanager.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/helpers/test_cache.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/helpers/test_json_encoder.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/helpers/test_dataframe_serializer.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/helpers/test_logger.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/helpers/test_sql_sanitizer.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/helpers/test_optional_dependency.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/helpers/test_responses.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/sandbox/test_sandbox.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/query_builders/test_view_query_builder.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/query_builders/test_query_builder.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/query_builders/test_sql_parser.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/smart_dataframe/test_smart_dataframe.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/dataframe/test_pull.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/dataframe/test_semantic_layer_schema.py - /mount/src/ambrogio-platform/repositories/pandas-ai/tests/unit_tests/dataframe/test_dataframe.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/config.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/__init__.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/user_query.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/cache.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/code_generation/base.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/code_generation/code_cleaning.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/response/parser.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/response/dataframe.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/response/chart.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/prompts/base.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/prompts/correct_output_type_error_prompt.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/prompts/correct_execute_sql_query_usage_error_prompt.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/prompts/generate_python_code_with_sql.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/prompts/__init__.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/core/code_execution/code_executor.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/agent/base.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/llm/fake.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/llm/bamboo_llm/base.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/smart_datalake/__init__.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/data_loader/transformation_manager.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/data_loader/view_loader.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/data_loader/loader.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/data_loader/sql_loader.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/data_loader/duck_db_connection_manager.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/data_loader/semantic_layer_schema.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/data_loader/local_loader.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/helpers/folder.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/helpers/json_encoder.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/helpers/memory.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/helpers/path.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/helpers/sql.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/helpers/dataframe_serializer.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/helpers/session.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/helpers/telemetry.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/helpers/filemanager.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/helpers/sql_sanitizer.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/sandbox/sandbox.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/query_builders/sql_query_builder.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/query_builders/base_query_builder.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/query_builders/sql_parser.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/query_builders/local_query_builder.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/query_builders/view_query_builder.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/smart_dataframe/__init__.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/dataframe/base.py - /mount/src/ambrogio-platform/repositories/pandas-ai/pandasai/dataframe/virtual_dataframe.py
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👍 Looks good to me! Reviewed everything up to 5849ba3 in 48 seconds
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7drafted comments based on config settings.
1. extensions/llms/huggingface/pandasai_huggingface/huggingface_text_gen.py:50
- Draft comment:
Thorough docstrings help clarity. Ensure the indentation follows PEP 257 consistently. - Reason this comment was not posted:
Confidence changes required:0%<= threshold50%
None
2. extensions/llms/huggingface/pandasai_huggingface/huggingface_text_gen.py:97
- Draft comment:
The detailed docstring for the call() method is very helpful. Consider also documenting how 'prepend_system_prompt' integrates memory. - Reason this comment was not posted:
Confidence changes required:33%<= threshold50%
None
3. extensions/llms/huggingface/tests/test_huggingface_text_gen.py:47
- Draft comment:
Good descriptive docstrings for test methods. They clearly articulate the purpose and expected outcomes. - Reason this comment was not posted:
Confidence changes required:0%<= threshold50%
None
4. extensions/llms/ibm/tests/test_ibm_watsonx.py:14
- Draft comment:
Test docstrings now clarify failure conditions well. Ensure error types (e.g., APIKeyNotFoundError, KeyError) are validated in error messages if needed. - Reason this comment was not posted:
Confidence changes required:33%<= threshold50%
None
5. extensions/llms/huggingface/pandasai_huggingface/huggingface_text_gen.py:116
- Draft comment:
Ensure that 'prepend_system_prompt' is defined (or inherited) before use. If not implemented, it may cause a runtime error. - Reason this comment was not posted:
Comment did not seem useful. Confidence is useful =30%<= threshold50%
The comment is asking the author to ensure that a function or variable is defined before use, which is a valid concern in programming. However, it is phrased in a way that asks the author to double-check their work, which violates the rule against asking the author to ensure behavior is intended. The comment could be rephrased to be more specific or suggest a code change.
6. extensions/llms/huggingface/tests/test_huggingface_text_gen.py:112
- Draft comment:
Consider adding tests for the streaming mode functionality to ensure that the join-operation for streamed responses works as expected. - Reason this comment was not posted:
Comment was on unchanged code.
7. extensions/llms/ibm/tests/test_ibm_watsonx.py:48
- Draft comment:
Consider moving the inline import of WMLClientError to the top of the file for consistency and clarity. - Reason this comment was not posted:
Confidence changes required:33%<= threshold50%
None
Workflow ID: wflow_AINMvR6PUR9OMOdc
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This PR was created by Ambrogio.
Modified Files
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Improves documentation and testing for HuggingFace and IBM Watson extensions, adding detailed docstrings and enhancing test coverage for parameter settings and error handling.
HuggingFaceTextGenmethods inhuggingface_text_gen.py.test_huggingface_text_gen.py.test_huggingface_text_gen.pywith tests forHuggingFaceTextGenparameter settings and text generation.test_ibm_watsonx.pyforIBMwatsonxerror handling when missing API key, URL, or project ID, and for invalid model and parameters.This description was created by
for 5849ba3. It will automatically update as commits are pushed.