path	# lines of code	# active days	days since first update	days since last update	# commits	# contributors	first updated	last updated	first contributor	last contributor
pyproject.toml	50	18	80	3	25	4	2025-10-31	2026-01-16	julien.arzul@jetbrains.com	stupin.sergey@gmail.com
src/databao_context_engine/generate_configs_schemas.py	67	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/mysql_db_plugin.py	9	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/mssql_db_plugin.py	9	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/snowflake_db_plugin.py	9	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/athena_db_plugin.py	9	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/parquet_plugin.py	23	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/resources/parquet_chunker.py	18	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/resources/parquet_introspector.py	126	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/resources/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/clickhouse_db_plugin.py	12	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/duckdb_db_plugin.py	9	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/base_db_plugin.py	30	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/plugin_loader.py	66	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/postgresql_db_plugin.py	9	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/duckdb_introspector.py	82	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/introspection_scope_matcher.py	68	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/mysql_introspector.py	107	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/athena_introspector.py	87	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/database_chunker.py	52	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/postgresql_introspector.py	161	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/table_builder.py	183	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/clickhouse_introspector.py	62	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/databases_types.py	89	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/introspection_scope.py	42	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/snowflake_introspector.py	124	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/base_introspector.py	105	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/mssql_introspector.py	153	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/databases/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/unstructured_files_plugin.py	50	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/plugins/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/templating/renderer.py	17	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/templating/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/pluginlib/build_plugin.py	44	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/pluginlib/config.py	28	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/pluginlib/plugin_utils.py	47	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/pluginlib/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/event_journal/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/event_journal/writer.py	24	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/main.py	13	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/retrieve_embeddings/public/api.py	2	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/retrieve_embeddings/public/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/retrieve_embeddings/internal/retrieve_wiring.py	29	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/retrieve_embeddings/internal/retrieve_service.py	53	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/retrieve_embeddings/internal/retrieve_runner.py	27	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/retrieve_embeddings/internal/export_results.py	8	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/retrieve_embeddings/internal/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/retrieve_embeddings/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/cli/info.py	21	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/cli/commands.py	177	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/cli/datasources.py	47	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/cli/add_datasource_config.py	93	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/cli/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/install.py	151	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/runtime.py	59	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/config.py	15	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/descriptions/ollama.py	15	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/descriptions/provider.py	7	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/descriptions/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/errors.py	3	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/factory.py	49	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/embeddings/ollama.py	28	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/embeddings/provider.py	10	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/embeddings/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/llm/service.py	115	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/introspection/property_extract.py	141	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/introspection/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/mcp/mcp_runner.py	17	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/mcp/mcp_server.py	49	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/mcp/all_results_tool.py	3	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/mcp/retrieve_tool.py	11	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/mcp/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/build_sources/public/api.py	2	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/build_sources/public/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/build_sources/internal/build_wiring.py	41	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/build_sources/internal/build_runner.py	57	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/build_sources/internal/build_service.py	52	1	3	3	2	2	2026-01-16	2026-01-16	julien.arzul@jetbrains.com	stupin.sergey@gmail.com
src/databao_context_engine/build_sources/internal/plugin_execution.py	41	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/build_sources/internal/export_results.py	33	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/build_sources/internal/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/build_sources/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/system/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/system/properties.py	7	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/services/factories.py	75	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/services/table_name_policy.py	11	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/services/persistence_service.py	49	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/services/embedding_shard_resolver.py	45	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/services/run_name_policy.py	5	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/services/chunk_embedding_service.py	79	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/services/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/services/models.py	9	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/config/logging.py	30	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/config/log_config.yaml	16	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/config/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/serialisation/yaml.py	21	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/serialisation/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/datasource_config/validate_config.py	102	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/datasource_config/datasource_context.py	46	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/datasource_config/add_config.py	29	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/datasource_config/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/datasource_config/utils.py	6	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/transaction.py	11	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/migrate.py	90	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/exceptions/exceptions.py	2	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/exceptions/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/connection.py	18	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/repositories/datasource_run_repository.py	87	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/repositories/factories.py	22	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/repositories/run_repository.py	89	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/repositories/embedding_model_registry_repository.py	56	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/repositories/chunk_repository.py	81	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/repositories/vector_search_repository.py	34	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/repositories/embedding_repository.py	72	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/repositories/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/migrations/V01__init.sql	55	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/storage/models.py	41	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/project/info.py	31	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/project/datasource_discovery.py	104	1	3	3	2	2	2026-01-16	2026-01-16	julien.arzul@jetbrains.com	stupin.sergey@gmail.com
src/databao_context_engine/project/layout.py	58	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/project/types.py	24	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/project/init_project.py	61	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/project/project_config.py	22	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/project/runs.py	29	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/project/__init__.py	1	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
src/databao_context_engine/databao_engine.py	63	1	3	3	1	1	2026-01-16	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
shell.nix	11	2	60	3	2	1	2025-11-20	2026-01-16	stupin.sergey@gmail.com	stupin.sergey@gmail.com
ruff.toml	4	1	73	73	1	1	2025-11-07	2025-11-07	stupin.sergey@gmail.com	stupin.sergey@gmail.com