🔍 Code Extractor

Browse Components

• 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