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function create_csv_report_improved

Creates two CSV reports from warranty data: a summary report with key fields and a detailed report with all fields including full disclosures.

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

csv report-generation file-io warranty data-export

function parse_references_section

Parses a formatted references section string and extracts structured data including reference numbers, sources, and content previews using regular expressions.

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

parsing text-processing references citations regex

function main_v9

Orchestrates the conversion of an improved markdown file containing warranty disclosures into multiple tabular formats (CSV, Excel, Word) with timestamp-based file naming.

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

file-conversion markdown-processing warranty-data csv-export excel-export

function create_csv_report

Creates two CSV reports (summary and detailed) from warranty data, writing warranty information to files with different levels of detail.

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

csv reporting data-export file-io warranty

function main_v16

Converts a markdown file containing warranty disclosure data into multiple tabular formats (CSV, Excel, Word) with timestamped output files.

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

markdown-conversion data-extraction report-generation csv-export excel-export

class OneCo_hybrid_RAG

A class named OneCo_hybrid_RAG

File: /tf/active/vicechatdev/OneCo_hybrid_RAG copy.py

class oneco_hybrid_rag

class PatternBasedExtractor

Extract flocks based on farm-level In-Ovo usage patterns.

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

class patternbasedextractor

function main_v4

Command-line interface function that orchestrates pattern-based extraction of poultry flock data, including data loading, pattern classification, geocoding, and export functionality.

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

cli command-line-interface data-extraction poultry-data pattern-analysis

function quick_clean

Cleans flock data by identifying and removing flocks that have treatment records with timing inconsistencies (treatments administered outside the flock's start/end date range).

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

data-cleaning data-quality flock-management livestock poultry

class OneCo_hybrid_RAG_v1

A class named OneCo_hybrid_RAG

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

class oneco_hybrid_rag

class DocumentProcessor_v4

Process different document types for RAG context extraction

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

class documentprocessor

function select_dataset

Interactive command-line function that prompts users to select between original, cleaned, or comparison of flock datasets for analysis.

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

user-interface dataset-selection interactive command-line data-loading

function load_analysis_data

Loads CSV dataset(s) into pandas DataFrames based on dataset configuration, supporting both single dataset loading and comparison mode with two datasets.

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

data-loading csv pandas file-io data-analysis

function create_data_quality_dashboard_v1

Creates an interactive data quality dashboard for analyzing treatment timing issues in poultry flock management data by loading and processing CSV files containing timing anomalies.

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

data-quality dashboard visualization poultry-management treatment-timing

function create_data_quality_dashboard

Creates an interactive command-line dashboard for analyzing data quality issues in treatment timing data, specifically focusing on treatments administered outside of flock lifecycle dates.

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

data-quality dashboard interactive menu-driven timing-analysis

class ReferenceManager_v4

Manages extraction and formatting of references for LLM chat responses. Handles both file references and BibTeX citations, formatting them according to various academic citation styles.

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

class referencemanager

class OneCo_hybrid_RAG_v2

A class named OneCo_hybrid_RAG

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

class oneco_hybrid_rag

class DocumentProcessor_v5

Process different document types for RAG context extraction

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

class documentprocessor

class ContractDataExtractor

Extract structured data from legal contracts using LLM analysis

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

class contractdataextractor

function parse_arguments_v1

Parses command-line arguments for a legal contract extraction tool that processes documents from FileCloud storage.

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

cli command-line argument-parsing argparse configuration

function main

Main entry point function for a Legal Contract Data Extractor application that processes contracts from FileCloud, extracts data, and exports results to multiple formats (CSV, Excel, JSON).

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

main-entry-point contract-extraction data-processing filecloud csv-export

function test_with_real_documents

Tests a contract analyzer system by processing real documents from FileCloud, extracting contract information, and generating analysis reports with performance metrics.

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

testing integration-test contract-analysis document-processing filecloud

class Config_v3

Configuration manager class that loads, manages, and persists configuration settings for a contract validity analyzer application, supporting YAML files and environment variable overrides.

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

configuration config-management yaml environment-variables settings

class ContractAnalyzer

Main class for analyzing contract validity from FileCloud documents.

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

class contractanalyzer

function test_european_csv

A test function that validates the ability to read and parse European-formatted CSV files (semicolon delimiters, comma decimal separators) and convert them to proper numeric types.

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

testing csv european-format data-parsing unit-test

function test_us_csv

A unit test function that validates the smart_read_csv function's ability to correctly parse US-formatted CSV files with comma delimiters and point decimal separators.

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

testing unit-test csv data-parsing us-format

function test_european_with_thousands

A unit test function that validates the smart_read_csv function's ability to correctly parse European-formatted CSV files with thousand separators (dots) and decimal commas.

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

testing unit-test csv-parsing european-format number-formatting

function test_us_with_thousands

A unit test function that validates the smart_read_csv function's ability to correctly parse US-formatted CSV files containing numbers with thousand separators (commas) and decimal points.

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

testing unit-test csv-parsing data-validation number-formatting

function test_tab_delimited_european

A unit test function that validates the smart_read_csv function's ability to correctly parse tab-delimited CSV files containing European-style decimal numbers (using commas instead of periods).

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

testing unit-test csv-parsing european-decimals tab-delimited

function main_v66

Test runner function that executes a suite of regional format handling tests for CSV parsing, including European and US number formats with various delimiters.

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

testing csv-parsing regional-formats test-runner data-validation

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

function convert_european_decimals

Detects and converts numeric data with European decimal format (comma as decimal separator) to standard format (dot as decimal separator) in a pandas DataFrame, handling mixed formats and missing data patterns.

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

data-processing data-cleaning decimal-conversion european-format locale-handling

function smart_read_csv

Automatically detects CSV file delimiters (comma, semicolon, tab) and handles regional decimal formats (European comma vs US/UK point) to reliably parse CSV files from different locales.

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

csv data-loading file-parsing delimiter-detection regional-formats

class SmartStatService

Service for running SmartStat analysis sessions in Vice AI

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

class smartstatservice

function upload_data_section_dataset

Flask API endpoint that handles CSV file uploads for data section analysis, processes the file, extracts metadata, and stores it in the data section for persistence.