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Found 50 matching component(s)

  • function check_fixes

    A diagnostic function that prints a comprehensive summary report of email notification fixes implemented in a CDocs system, verifying template files and documenting debugging enhancements.

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

    diagnostic verification email-templates debugging documentation

  • function test_template_with_data

    Tests a template file by replacing placeholders with test data and validates that all required placeholders have been filled, excluding known conditional placeholders.

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

    template-testing validation placeholder-replacement jinja2 file-processing

  • function extract_warranty_data_improved

    Parses markdown-formatted warranty documentation to extract structured warranty data including IDs, titles, sections, disclosure text, and reference citations.

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

    markdown-parsing text-extraction warranty-processing document-parsing regex

  • 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

  • function extract_warranty_data

    Parses markdown-formatted warranty documentation to extract structured warranty information including IDs, titles, sections, source document counts, warranty text, and disclosure content.

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

    markdown-parsing data-extraction warranty-processing text-processing regex

  • 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 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

  • 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

  • function main_v13

    Main entry point for a Streamlit-based FileCloud Data Processor application that handles authentication, session state management, and navigation between multiple modules including document audit, controlled documents, settings, and reports.

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

    streamlit application-entry-point authentication navigation session-management

  • class DocumentConverter

    A class that converts various document formats (Word, Excel, PowerPoint, OpenDocument, Visio) to PDF using LibreOffice's headless conversion capabilities, with support for parallel processing and directory structure preservation.

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

    document-conversion pdf libreoffice batch-processing parallel-processing

  • function show_critical_errors

    Displays critical data quality errors in treatment records, focusing on date anomalies including 1900 dates, extreme future dates, and extreme past dates relative to flock lifecycles.

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

    data-quality validation error-reporting date-validation data-cleaning

  • 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 analyze_temporal_trends

    Analyzes and prints temporal trends in timing issues for treatments that occur before flock start dates or after flock end dates, breaking down occurrences by year and month.

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

    temporal-analysis data-quality time-series reporting data-validation

  • function generate_action_report

    Generates a comprehensive corrective action report for data quality issues in treatment records, categorizing actions by urgency and providing impact assessment.

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

    data-quality reporting veterinary treatment-records 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

  • function generate_neo4j_schema_report

    Generates a comprehensive schema report of a Neo4j graph database, including node labels, relationships, properties, constraints, indexes, and sample data, outputting multiple file formats (JSON, HTML, Python snippets, Cypher examples).

    File: /tf/active/vicechatdev/neo4j_schema_report.py

    neo4j graph-database schema-analysis database-introspection documentation-generation

  • function print_status

    Prints a formatted status report for SharePoint to FileCloud synchronization operations, displaying sync statistics, timing information, and health indicators.

    File: /tf/active/vicechatdev/SPFCsync/monitor.py

    reporting monitoring status console-output sync

  • function main_v44

    Orchestrates a comprehensive SharePoint connection diagnostic tool that validates Azure AD authentication and SharePoint access by running multiple tests and reporting results.

    File: /tf/active/vicechatdev/SPFCsync/diagnose_sharepoint.py

    diagnostics sharepoint azure-ad authentication testing

  • function analyze_structure

    Analyzes and reports on the folder structure of a SharePoint site, displaying folder paths, file counts, and searching for expected folder patterns.

    File: /tf/active/vicechatdev/SPFCsync/analyze_structure.py

    sharepoint analysis folder-structure microsoft-graph audit

  • class SharePointGraphClient

    SharePoint client using Microsoft Graph API. This bypasses SharePoint REST API app-only token issues.

    File: /tf/active/vicechatdev/SPFCsync/sharepoint_graph_client.py

    class sharepointgraphclient

  • function compare_with_expected_folders

    Compares SharePoint folders found via Microsoft Graph API against a predefined list of expected folder names from a reference screenshot, reporting matches, missing folders, and additional folders.

    File: /tf/active/vicechatdev/SPFCsync/test_folder_structure.py

    sharepoint validation folder-comparison microsoft-graph testing

  • function init_engines

    Initializes the RAG (Retrieval-Augmented Generation) engine and document indexer components, loads persisted sessions, and optionally starts background auto-indexing of documents.

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

    initialization RAG document-indexing background-processing threading

  • function test_docx_file

    Tests the ability to open and read a Microsoft Word (.docx) document file, validating file existence, size, and content extraction capabilities.

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

    document-testing file-validation docx word-document diagnostic

  • function test_libreoffice_conversion

    Tests LibreOffice's ability to convert a document file to PDF format using headless mode, with timeout protection and comprehensive error reporting.

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

    libreoffice pdf-conversion document-processing testing subprocess

  • class GPT5Validator

    A comprehensive testing and validation class for OpenAI GPT models, with special support for GPT-5 family models using the Responses API.

    File: /tf/active/vicechatdev/docchat/test_gpt5_readiness.py

    testing validation openai gpt-5 api-testing

  • function test_end_date_extraction

    Tests end date extraction functionality for contract documents that previously had missing end dates by downloading documents from FileCloud, extracting text, analyzing with LLM, and comparing results.

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

    testing integration-test contract-analysis end-date-extraction document-processing

  • function main_v5

    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 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 main_v6

    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 CombinedCleaner

    A document cleaner that combines hash-based and similarity-based cleaning approaches to remove both exact and near-duplicate documents in a two-stage process.

    File: /tf/active/vicechatdev/chromadb-cleanup/src/cleaners/combined_cleaner.py

    document-cleaning deduplication data-processing hash-based similarity-based

  • function check_and_fix_corruption

    Scans a SQLite database for corrupted chat_session_id values in the text_sections table and automatically fixes them by setting invalid entries to NULL.

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

    database sqlite data-integrity corruption-detection data-cleaning

  • function get_statistical_interpretation_templates

    Flask API endpoint that retrieves available statistical interpretation templates from a JSON file or returns default templates if the file doesn't exist.

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

    flask api endpoint statistical-analysis templates

  • function main_v24

    Orchestrates and executes a comprehensive test suite for the Vice AI Data Analysis Integration, running multiple test functions, creating test datasets, and providing detailed pass/fail reporting.

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

    testing integration-tests test-runner data-analysis test-orchestration

  • function main_v65

    A cleanup utility function that removes virtual environment directories from all SmartStat sessions while preserving project files, reporting disk space freed and cleanup statistics.

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

    cleanup maintenance disk-space virtual-environment venv

  • 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

  • function load_dataset

    Loads a CSV dataset from a specified file path using pandas and returns it as a DataFrame with error handling for file not found and general exceptions.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/e1ecec5f-4ea5-49c5-b4f5-d051ce851294/project_1/analysis.py

    data-loading csv pandas file-io error-handling

  • function grouped_correlation_analysis

    Performs Pearson correlation analysis between Eimeria-related variables and performance variables, grouped by specified categorical variables (e.g., treatment, challenge groups).

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

    correlation-analysis grouped-analysis statistical-analysis pearson-correlation eimeria

  • function generate_conclusions

    Generates and prints comprehensive statistical conclusions from correlation analysis between Eimeria infection variables and broiler performance measures, including overall and group-specific findings.

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

    statistical-analysis correlation reporting data-analysis veterinary-research

  • function export_results

    Exports correlation analysis results to multiple CSV files, including overall correlations, grouped correlations, and significant findings.

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

    data-export csv file-io correlation-analysis results-persistence

  • function get_document_stats

    Retrieves aggregated statistics about controlled documents from a Neo4j database, including status and type distributions for visualization in charts.

    File: /tf/active/vicechatdev/CDocs/controllers/admin_controller.py

    statistics analytics neo4j graph-database document-management

  • function get_approval_statistics_v1

    Retrieves comprehensive approval statistics from a Neo4j graph database, including counts of total, pending, completed, approved, and rejected approval cycles and decisions, along with calculated approval rates.

    File: /tf/active/vicechatdev/CDocs/controllers/approval_controller.py

    statistics analytics approval-workflow neo4j graph-database

  • function register_api_routes

    Registers API routes for document access and permissions endpoints with Panel's routing system, with error handling and logging.

    File: /tf/active/vicechatdev/CDocs/controllers/api_handler.py

    api routing panel web-framework initialization

  • function get_user_training_dashboard

    Retrieves a user's training dashboard data by querying Neo4j for required and completed training records associated with controlled documents.

    File: /tf/active/vicechatdev/CDocs/controllers/training_controller.py

    training dashboard neo4j graph-database user-training

  • function get_training_overview

    Retrieves a comprehensive training overview for the admin panel, including training plans, active assignments, and recent completions from a Neo4j graph database.

    File: /tf/active/vicechatdev/CDocs/controllers/training_controller.py

    training admin overview dashboard neo4j

  • function get_approval_statistics

    Retrieves and calculates approval cycle statistics for a specified date range, including counts by status, average completion time, and overdue approvals.

    File: /tf/active/vicechatdev/CDocs/controllers/approval_controller_bis.py

    reporting statistics approval-workflow analytics neo4j

  • class IntegrationError

    Custom exception class that signals failures in external integrations within the CDocs controller system.

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

    exception error-handling integration external-services controller

  • function get_review_statistics

    Retrieves comprehensive review statistics from a Neo4j graph database, including counts of review cycles, approval rates, and reviewer decisions.

    File: /tf/active/vicechatdev/CDocs/controllers/review_controller.py

    statistics analytics review-system neo4j graph-database

  • function validate_document

    Validates document files by checking file size, extension, and optionally performing type-specific structural validation for supported document formats.

    File: /tf/active/vicechatdev/CDocs/utils/document_processor.py

    validation document-processing file-upload file-validation document-management

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