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function main_v59

Entry point function that instantiates a FixedProjectVictoriaGenerator and executes its complete pipeline to generate fixed disclosure documents.

File: /tf/active/vicechatdev/fixed_project_victoria_generator.py

entry-point pipeline disclosure-generation orchestration main-function

function main_v29

Entry point function that orchestrates the process of loading a meeting transcript, generating structured meeting minutes using OpenAI's GPT-4o API, and saving the output to a file.

File: /tf/active/vicechatdev/meeting_minutes_generator.py

main-function entry-point meeting-minutes transcript-processing openai

function run_query_v1

Executes a Cypher query against a Neo4j database session and returns the result, with optional parameterization for safe query execution.

File: /tf/active/vicechatdev/offline_docstore_multi_vice.py

neo4j graph-database cypher query-execution database

function evaluate_query

Executes a Cypher query against a Neo4j database session and returns the first value from a single result record.

File: /tf/active/vicechatdev/offline_docstore_multi_vice.py

neo4j cypher database graph-database query-execution

class DocumentDetail_v1

Document detail view component

File: /tf/active/vicechatdev/document_detail_old.py

class documentdetail

function main_v63

Entry point function that instantiates an ImprovedProjectVictoriaGenerator and executes its complete pipeline to generate disclosure documents.

File: /tf/active/vicechatdev/improved_project_victoria_generator.py

entry-point main-function disclosure-generation RAG document-generation

function run_with_timeout

Executes a function with a specified timeout using threading, raising a TimeoutException if the function exceeds the time limit.

File: /tf/active/vicechatdev/docchat/document_indexer.py

timeout threading concurrency execution-control error-handling

function setup_test_logging

Configures Python logging with both console and file output for test execution, returning a logger instance for the calling module.

File: /tf/active/vicechatdev/contract_validity_analyzer/test_local_document.py

logging testing configuration setup file-output

function setup_test_logging_v1

Configures Python logging for test environments with both console and file output handlers.

File: /tf/active/vicechatdev/contract_validity_analyzer/test_single_document.py

logging testing configuration file-output console-output

function setup_logging_v4

Configures Python's logging system for testing purposes with both console and file output.

File: /tf/active/vicechatdev/contract_validity_analyzer/test_implementation.py

logging testing configuration setup file-logging

function setup_test_logging_v2

Configures Python logging for test execution with both console and file output handlers.

File: /tf/active/vicechatdev/contract_validity_analyzer/test_missing_end_dates.py

logging testing configuration file-output console-output

function main_v6

Main entry point function for the Contract Validity Analyzer application that orchestrates configuration loading, logging setup, FileCloud connection, and contract analysis execution.

File: /tf/active/vicechatdev/contract_validity_analyzer/main.py

entry-point main-function cli-application contract-analysis filecloud

function setup_test_logging_v3

Configures Python logging with both console and file output for test execution, returning a logger instance for the calling module.

File: /tf/active/vicechatdev/contract_validity_analyzer/test_ocr_retry.py

logging testing configuration setup debugging

function setup_test_logging_v4

Configures Python logging with both console and file output for test execution, returning a logger instance for the calling module.

File: /tf/active/vicechatdev/contract_validity_analyzer/test_simulated_document.py

logging testing configuration setup file-output

function main_v7

Main entry point function that orchestrates the contract validity analysis workflow by loading configuration, setting up logging, initializing the analyzer, running analysis, and reporting results.

File: /tf/active/vicechatdev/contract_validity_analyzer/core/analyzer.py

entry-point orchestration contract-analysis workflow configuration

class PerformanceLogger

A context manager class that measures and logs the execution time of code blocks, with support for custom metrics and automatic error handling.

File: /tf/active/vicechatdev/contract_validity_analyzer/utils/logging_utils.py

performance logging context-manager timing metrics

function log_performance

A context manager decorator that logs the performance metrics of an operation by wrapping it with a PerformanceLogger instance.

File: /tf/active/vicechatdev/contract_validity_analyzer/utils/logging_utils.py

performance logging context-manager monitoring profiling

class LLMClient_v2

Client for interacting with LLM providers (OpenAI, Anthropic, Azure, etc.)

File: /tf/active/vicechatdev/contract_validity_analyzer/utils/llm_client.py

class llmclient

class AgentExecutor

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

File: /tf/active/vicechatdev/vice_ai/agent_executor.py

class agentexecutor

class ScriptExecutor

A sandboxed Python script executor that safely runs user-provided Python code with timeout controls, security restrictions, and isolated execution environments for data analysis tasks.

File: /tf/active/vicechatdev/vice_ai/script_executor.py

sandbox script-execution security code-validation data-analysis

function complete_task_v1

Thread-safe function that marks a task as completed by updating its status, storing the result, and recording the completion timestamp in a shared task dictionary.

File: /tf/active/vicechatdev/vice_ai/app.py

task-management threading concurrency state-management thread-safe

class SmartStatService

Service for running SmartStat analysis sessions in Vice AI

File: /tf/active/vicechatdev/vice_ai/smartstat_service.py

class smartstatservice

function smartstat_download_log

Flask API endpoint that generates and downloads an execution log file containing the analysis history and debug information for a SmartStat session.

File: /tf/active/vicechatdev/vice_ai/new_app.py

flask api-endpoint file-download logging smartstat

class Config

Configuration class that manages application-wide settings, directory structures, API keys, and operational parameters for a statistical analysis application.

File: /tf/active/vicechatdev/vice_ai/smartstat_config.py

configuration settings flask api-keys directory-management

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

dataclass configuration data-source serialization sql

class StatisticalAgent

LLM-powered statistical analysis agent

File: /tf/active/vicechatdev/vice_ai/statistical_agent.py

class statisticalagent

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

dataclass session-management statistical-analysis serialization metadata

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

dataclass analysis workflow tracking execution

class DatabaseManager_v1

Database manager for SmartStat following vice_ai patterns

File: /tf/active/vicechatdev/vice_ai/smartstat_models.py

class databasemanager

function main_v26

Orchestrates a complete correlation analysis pipeline for Eimeria infection and broiler performance data, from data loading through visualization and results export.

File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

data-analysis correlation statistics veterinary agriculture

function main_v8

Main execution function that orchestrates the import of controlled documents from FileCloud into a Neo4j database, checking for duplicates and managing document metadata.

File: /tf/active/vicechatdev/CDocs/FC_sync.py

document-management filecloud neo4j import batch-processing

class ExecutionGuard

A guard mechanism that prevents recursive or repeated function calls by tracking active executions and enforcing cooldown periods between calls.

File: /tf/active/vicechatdev/CDocs/__init__.py

concurrency guard debounce rate-limiting recursion-prevention

function guard_execution

A decorator factory that prevents rapid repeated execution of a function by enforcing a cooldown period between calls.

File: /tf/active/vicechatdev/CDocs/__init__.py

decorator rate-limiting throttling cooldown debounce

function run_query

Executes a custom Cypher query against a Neo4j database and returns the results as a list of dictionaries, handling conversion of Neo4j-specific types.

File: /tf/active/vicechatdev/CDocs/db/db_operations.py

neo4j cypher database graph-database query-execution

function initialize_schema

Initializes the Neo4j database schema by creating required constraints, indexes, root nodes, audit trails, and migrating existing data structures to current schema versions.