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function create_excel_report_improved

Creates a multi-sheet Excel report from warranty data, including main report, summary view, complete data, references, and statistics sheets with auto-formatted columns.

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

excel reporting data-export pandas multi-sheet

class MetadataCatalog

Helper class to manage FileCloud metadata sets and attributes. This class provides methods to work with FileCloud metadata by providing a more user-friendly interface on top of the raw API.

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

class metadatacatalog

function create_excel_report

Creates a multi-sheet Excel report from warranty data, including main report, summary view, complete data, and statistics sheets with auto-formatted columns.

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

excel reporting data-export pandas openpyxl

class DocumentDetail

Document detail view component

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

class documentdetail

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 DocumentProcessor_v4

Process different document types for RAG context extraction

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

class documentprocessor

class DocumentDetail_v1

Document detail view component

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

class documentdetail

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

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

function analyze_flock_type_patterns

Analyzes and prints timing pattern statistics for flock data by categorizing issues that occur before start time and after end time, grouped by flock type.

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

data-analysis pandas timing-patterns flock-management aggregation

function analyze_problematic_products

Analyzes and prints statistical information about products involved in severe timing issues, including product frequency counts and their associated diagnostic classes.

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

data-analysis healthcare medical-products timing-issues diagnostic-analysis

function show_problematic_flocks

Analyzes and displays problematic flocks from a dataset by identifying those with systematic timing issues in their treatment records, categorizing them by severity and volume.

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

data-quality reporting diagnostics livestock-management data-validation

function compare_datasets

Analyzes and compares two pandas DataFrames containing flock data (original vs cleaned), printing detailed statistics about removed records, type distributions, and impact assessment.

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

data-quality comparison analysis reporting statistics

class DocumentProcessor_v5

Process different document types for RAG context extraction

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

class documentprocessor

class DocumentProcessor_v7

Process different document types for indexing

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

class documentprocessor

function test_excel_output

A test function that validates Excel output generation for contract analysis results, ensuring new fields (third_party_emails, third_party_tax_ids) are properly formatted and persisted.

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

testing unit-test excel data-validation contract-analysis

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

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 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.