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  • function _eval_panel

    Evaluates and initializes a panel component (function, template, or panel object) within a Bokeh document context, handling different panel types and modifying the document accordingly.

    File: /tf/active/vicechatdev/patches/server.py | Lines: 72-83

    panel bokeh document server template
  • function _server_url

    Constructs a properly formatted server URL by combining a base URL with a port number, handling both HTTP-prefixed and non-prefixed URLs.

    File: /tf/active/vicechatdev/patches/server.py | Lines: 66-70

    url-construction server-configuration networking bokeh web-server
  • function _origin_url

    Removes the protocol scheme (http/https) from a URL string, returning only the domain and path portion.

    File: /tf/active/vicechatdev/patches/server.py | Lines: 61-64

    url-processing string-manipulation protocol-removal url-normalization web-utilities
  • class _state

    A global state management class that tracks and manages the state of running Panel applications, including server information, session data, busy status, and various application-level resources.

    File: /tf/active/vicechatdev/patches/state.py | Lines: 22-419

    state-management global-state session-management server-management caching
  • function demonstrate_sql_workflow

    Demonstrates the enhanced SQL workflow for the SmartStat system by loading configurations, initializing SQL query generator, testing natural language to SQL conversion, and displaying schema analysis.

    File: /tf/active/vicechatdev/smartstat/demo_enhanced_sql_workflow.py | Lines: 16-120

    demonstration sql-generation natural-language-processing database-schema testing
  • function demonstrate_sql_workflow_v1

    Demonstrates the enhanced SQL workflow for the SmartStat system by loading configurations, initializing the SQL query generator, testing natural language to SQL conversion, and displaying schema analysis.

    File: /tf/active/vicechatdev/full_smartstat/demo_enhanced_sql_workflow.py | Lines: 16-120

    demonstration testing sql-generation natural-language-processing database-schema
  • class StatisticalAgent_v2

    LLM-powered statistical analysis agent

    File: /tf/active/vicechatdev/smartstat/statistical_agent.py | Lines: 33-720

    class statisticalagent
  • function get_default_schema_file_v1

    Returns the absolute file path to the default database schema JSON file (Poulpharm_labosoft.json) located in the same directory as the function's module.

    File: /tf/active/vicechatdev/smartstat/sql_query_generator.py | Lines: 522-525

    file-path schema database configuration utility
  • class SQLQueryGenerator_v1

    Generates SQL queries based on user requests and database schema

    File: /tf/active/vicechatdev/smartstat/sql_query_generator.py | Lines: 82-505

    class sqlquerygenerator
  • class DatabaseSchema_v1

    A dataclass that represents database schema information, including table categories, relationships, and system architecture. Provides functionality to load schema from JSON files.

    File: /tf/active/vicechatdev/smartstat/sql_query_generator.py | Lines: 16-42

    database schema metadata dataclass json
  • class DatabaseManager

    SQLite database manager for SmartStat application that handles persistence of statistical analysis sessions, steps, and results.

    File: /tf/active/vicechatdev/smartstat/models.py | Lines: 198-576

    database sqlite persistence orm statistical-analysis
  • class DatabaseManager_v1

    Database manager for SmartStat following vice_ai patterns

    File: /tf/active/vicechatdev/vice_ai/smartstat_models.py | Lines: 209-651

    class databasemanager
  • class AnalysisStep_v1

    A dataclass representing an individual step in an analysis process, tracking execution details, scripts, outputs, and errors for a specific analysis operation.

    File: /tf/active/vicechatdev/smartstat/models.py | Lines: 146-176

    dataclass analysis workflow tracking execution
  • class StatisticalSession_v1

    A dataclass representing a statistical analysis session that tracks user data analysis workflows, including data sources, configurations, and execution status.

    File: /tf/active/vicechatdev/smartstat/models.py | Lines: 111-143

    dataclass session-management statistical-analysis serialization state-tracking
  • class AnalysisStatus_v1

    An enumeration class that defines the possible status values for statistical analysis operations.

    File: /tf/active/vicechatdev/smartstat/models.py | Lines: 18-24

    enum enumeration status analysis state-machine
  • class DataProcessor_v1

    Handles data loading, validation, and preprocessing

    File: /tf/active/vicechatdev/smartstat/data_processor.py | Lines: 25-516

    class dataprocessor
  • class StatisticalAnalysisService_v1

    Main service for statistical analysis orchestration

    File: /tf/active/vicechatdev/smartstat/services.py | Lines: 28-1128

    class statisticalanalysisservice
  • function get_results_v1

    Flask route handler that retrieves and returns statistical analysis results, generated files, and AI-generated interpretations for a given session ID.

    File: /tf/active/vicechatdev/smartstat/app.py | Lines: 459-483

    flask api-endpoint rest-api statistical-analysis session-management
  • class AgentExecutor_v2

    Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

    File: /tf/active/vicechatdev/smartstat/agent_executor.py | Lines: 25-697

    class agentexecutor
  • function authenticate_o365

    Authenticates with Microsoft Office 365 (O365) services by retrieving and returning an authentication token.

    File: /tf/active/vicechatdev/email-forwarder/src/utils/auth.py | Lines: 32-40

    authentication o365 office365 microsoft-graph token