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  • class AnalysisResult

    A dataclass that encapsulates the results from statistical analysis operations, including metadata, file paths, and timestamps.

    File: /tf/active/vicechatdev/vice_ai/smartstat_models.py | Lines: 190-207

    dataclass statistical-analysis result-container data-structure analysis-output
  • class AnalysisResult_v1

    A dataclass that encapsulates the results from statistical analysis operations, including metadata, file paths, and timestamps.

    File: /tf/active/vicechatdev/vice_ai/models.py | Lines: 1844-1874

    dataclass statistical-analysis result-container serialization data-structure
  • class AnalysisStep

    A dataclass representing an individual step in an analysis process, tracking execution details, scripts, outputs, and metadata for each step in a data analysis workflow.

    File: /tf/active/vicechatdev/vice_ai/smartstat_models.py | Lines: 151-187

    dataclass analysis workflow tracking execution
  • class StatisticalSession

    A dataclass representing a statistical analysis session that tracks metadata, configuration, and status of data analysis operations.

    File: /tf/active/vicechatdev/vice_ai/smartstat_models.py | Lines: 113-147

    dataclass session-management statistical-analysis serialization metadata
  • class DataSource_v2

    A dataclass that encapsulates configuration for various data sources including files, SQL databases, and SQL workflow metadata.

    File: /tf/active/vicechatdev/vice_ai/smartstat_models.py | Lines: 46-76

    dataclass configuration data-source sql file-handling
  • class DataSourceType_v1

    An enumeration class that defines the different types of data sources available in the system.

    File: /tf/active/vicechatdev/vice_ai/smartstat_models.py | Lines: 28-33

    enum enumeration data-source constants type-safety
  • class DataSourceType_v2

    An enumeration class that defines the different types of data sources available in the system.

    File: /tf/active/vicechatdev/vice_ai/models.py | Lines: 1889-1894

    enum enumeration data-source constants type-safety
  • function test_extraction_debugging

    A test function that validates the extraction debugging functionality of a DocumentProcessor by creating test files, simulating document extraction, and verifying debug log creation.

    File: /tf/active/vicechatdev/vice_ai/test_extraction_debug.py | Lines: 44-90

    testing debugging document-processing file-operations unit-test
  • function create_test_file

    Creates a temporary text file with predefined multi-chapter test content for testing document extraction and processing functionality.

    File: /tf/active/vicechatdev/vice_ai/test_extraction_debug.py | Lines: 15-42

    testing file-creation temporary-file test-data document-processing
  • function create_test_file_v1

    Creates a temporary test file with specified content and filename in a temporary directory.

    File: /tf/active/vicechatdev/SPFCsync/test_upload_modalities.py | Lines: 27-35

    testing file-creation temporary-files test-utilities file-operations
  • class StatisticalAgent

    LLM-powered statistical analysis agent

    File: /tf/active/vicechatdev/vice_ai/statistical_agent.py | Lines: 32-1150

    class statisticalagent
  • function test_enhanced_pdf_processing

    A comprehensive test function that validates PDF processing capabilities, including text extraction, cleaning, chunking, and table detection across multiple PDF processing libraries.

    File: /tf/active/vicechatdev/vice_ai/test_enhanced_pdf.py | Lines: 14-117

    testing pdf-processing document-processing diagnostic text-extraction
  • function inspect_database

    Inspects a SQLite database at a hardcoded path, examining table structure, row counts, and identifying potentially corrupted chat_session_id values in the text_sections table.

    File: /tf/active/vicechatdev/vice_ai/database_inspector.py | Lines: 8-70

    database sqlite diagnostic debugging data-quality
  • function check_rag_config

    Diagnostic function that inspects and reports configuration details of a hybrid RAG (Retrieval-Augmented Generation) engine module, including model settings and class attributes.

    File: /tf/active/vicechatdev/vice_ai/check_rag_config.py | Lines: 8-44

    diagnostic introspection configuration RAG debugging
  • class AnalysisResult_v1

    A dataclass that encapsulates results from statistical analysis operations, providing structured storage and serialization capabilities for analysis outputs.

    File: /tf/active/vicechatdev/vice_ai/models.py | Lines: 2075-2120

    dataclass statistical-analysis data-container serialization results-storage
  • class DataAnalysisSession

    A dataclass representing a data analysis session that is linked to a specific text section within a document, managing conversation messages, analysis results, plots, and configuration.

    File: /tf/active/vicechatdev/vice_ai/models.py | Lines: 1973-2072

    data-analysis session-management dataclass serialization conversation
  • class DataAnalysisSession_v1

    A dataclass representing a statistical analysis session that is linked to specific document sections, managing analysis state, messages, plots, and configuration.

    File: /tf/active/vicechatdev/vice_ai/models.py | Lines: 1783-1841

    dataclass analysis session-management state-tracking data-analysis
  • class DataSource_v1

    A dataclass that encapsulates configuration for various data sources used in analysis, supporting file-based, SQL database, and query-based data sources.

    File: /tf/active/vicechatdev/vice_ai/models.py | Lines: 1907-1936

    dataclass configuration data-source sql database
  • class AnalysisConfiguration

    A dataclass that encapsulates configuration parameters for statistical analysis operations, including analysis type, variables, and statistical thresholds.

    File: /tf/active/vicechatdev/vice_ai/models.py | Lines: 1749-1780

    configuration statistical-analysis dataclass serialization analysis-parameters
  • class DataSource

    A dataclass that represents configuration for various data sources, supporting file-based, SQL database, and query-based data access patterns.

    File: /tf/active/vicechatdev/vice_ai/models.py | Lines: 1717-1746

    dataclass configuration data-source serialization sql