Search - Code Extractor

function create_folder_hierarchy_v2

Creates a hierarchical structure of Subfolder nodes in a Neo4j graph database based on a file path, establishing parent-child relationships between folders.

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

neo4j graph-database hierarchy folder-structure file-system

function create_document

Creates a new controlled document in a document management system with versioning, audit trails, and optional initial content.

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

document-management controlled-documents document-creation versioning audit-trail

function create_document_v1

Creates a new version of an existing document in a document management system, storing the file in FileCloud and tracking version metadata in Neo4j graph database.

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

document-management version-control filecloud neo4j graph-database

function clone_document_v1

Clones an existing controlled document to create either a new independent document or a new revision of the same document, optionally including the document's content.

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

document-management cloning versioning controlled-documents revision-control

function create_audit_entry

Creates an audit trail entry for document actions, logging user activity, document changes, and lifecycle events with fallback mechanisms.

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

audit logging document-management compliance tracking

Base class that contains all static elements of the app Parameters ---------- image : str An Image UID which may be passed on app startup. Immediately redirects to said image Attributes ---------- current_user : Userclass A class containing various information on the user workspace : panel.layout.Column The main container of the app sidebar : panel.layout.Column Container showing items on the side of the app head : panel.layout.Row The header of the app modal : panel.layout.Column The container for the modal window of the app

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

class pathobrowser_base

function create_folder_hierarchy

Creates a hierarchical structure of Subfolder nodes in a Neo4j graph database based on a file system path, connecting each folder level with PATH relationships.

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

neo4j graph-database file-system hierarchy folder-structure

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 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 generate_diagram_data

Transforms Neo4j schema information into a structured format suitable for graph visualization, creating separate node and edge data structures.

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

graph-visualization schema-processing neo4j data-transformation diagram-generation

function generate_html_report

Generate HTML report from schema info

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

function generate_html_report

function generate_python_snippets

Generates a Python file containing code snippets and helper functions for interacting with a Neo4j graph database based on the provided schema information.

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

code-generation neo4j graph-database cypher schema

function generate_cypher_examples

Generates a comprehensive Cypher query examples file for interacting with a Neo4j graph database based on the provided schema information.

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

neo4j cypher graph-database code-generation documentation

function update_access_tokens

Updates access control tokens for nodes in a Neo4j graph database by traversing relationships from token carrier nodes and storing accumulated access keys.

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

neo4j graph-database access-control security token-management

class DocxMerger

A class named DocxMerger

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

class docxmerger

function add_document_to_graph

Creates nodes and relationships in a Neo4j graph database for a processed document, including its text and table chunks, connecting it to a folder hierarchy.

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

neo4j graph-database document-management knowledge-graph data-ingestion

function create_folder_hierarchy_v1

Creates a hierarchical structure of Subfolder nodes in a Neo4j graph database based on a file path, connecting each folder level with PATH relationships.

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

neo4j graph-database folder-hierarchy file-system path-processing

class pathobrowser_base_v1

Base class that contains all static elements of the app Parameters ---------- image : str An Image UID which may be passed on app startup. Immediately redirects to said image Attributes ---------- current_user : Userclass A class containing various information on the user workspace : panel.layout.Column The main container of the app sidebar : panel.layout.Column Container showing items on the side of the app head : panel.layout.Row The header of the app modal : panel.layout.Column The container for the modal window of the app

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

class pathobrowser_base

class DocChatRAG

Main RAG engine with three operating modes: 1. Basic RAG (similarity search) 2. Extensive (full document retrieval with preprocessing) 3. Full Reading (process all documents)

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

class docchatrag

function build_similarity_matrix

Computes a pairwise cosine similarity matrix for a collection of embedding vectors, where each cell (i,j) represents the similarity between embedding i and embedding j.

File: /tf/active/vicechatdev/chromadb-cleanup/src/utils/similarity_utils.py

embeddings similarity cosine-similarity matrix nlp

function add_hyperlink_to_paragraph

Adds a clickable hyperlink to a Microsoft Word paragraph using python-docx, with XML-based hyperlink creation and styled fallback options.

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

word-document hyperlink python-docx OOXML document-generation

class DataAnalysisService

Service class for managing data analysis operations within document sections, integrating with SmartStat components for statistical analysis, dataset processing, and visualization generation.

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

data-analysis statistical-analysis session-management dataset-processing visualization

class DocumentService

Service class for managing Document entities, including creation, retrieval, section management, versioning, and duplication operations.

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

document-management service-layer crud-operations versioning section-management

class DatabaseManager_v1

SQLite database manager for persistent storage

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

class databasemanager

function perform_analysis

Performs comprehensive statistical analysis on grouped biological/experimental data, including descriptive statistics, correlation analysis, ANOVA testing, and visualization of infection levels and growth performance across different groups.

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

statistical-analysis data-analysis ANOVA correlation visualization

function main_v54

Performs comprehensive exploratory data analysis on a broiler chicken performance dataset, analyzing the correlation between Eimeria infection and performance measures (weight gain, feed conversion ratio, mortality rate) across different treatments and challenge regimens.

File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/343f5578-64e0-4101-84bd-5824b3c15deb/project_1/analysis.py

data-analysis exploratory-data-analysis veterinary-research poultry-health correlation-analysis

function calculate_correlations

Calculates both Pearson and Spearman correlation coefficients between Eimeria variables and performance variables, filtering out missing values and identifying statistically significant relationships.

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

correlation statistics data-analysis pearson spearman

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 create_correlation_heatmap

Generates and saves a correlation heatmap visualizing the relationships between Eimeria infection indicators and performance measures from a pandas DataFrame.

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

visualization correlation heatmap data-analysis statistics

function create_scatter_plots

Creates scatter plots with linear regression lines showing relationships between Eimeria variables and performance variables, grouped by categorical variables, and saves them as PNG files.

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

data-visualization scatter-plot regression-analysis correlation pearson-correlation

function create_controlled_document

Creates a new controlled document node in a graph database with metadata, establishes relationships with the CDocs root node, and returns a ControlledDocument instance.

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

document-management controlled-documents graph-database neo4j document-creation

class DocumentTraining

A model class that manages training requirements and assignments for controlled documents, including enabling/disabling training, assigning training to users, and tracking training status.

File: /tf/active/vicechatdev/CDocs/models/training.py

document-management training user-assignment neo4j graph-database

class UserTraining

A model class representing a user's training status for a specific controlled document, managing training assignments, completion tracking, and expiration dates.

File: /tf/active/vicechatdev/CDocs/models/training.py

training-management compliance document-control neo4j graph-database

class ControlledDocument

Model representing a controlled document.

File: /tf/active/vicechatdev/CDocs/models/document.py

class controlleddocument

class ApprovalComment

Model class representing a comment made during a document approval cycle, with support for resolution tracking and database persistence.

File: /tf/active/vicechatdev/CDocs/models/approval_bis.py

approval comment document-workflow database-model graph-database

class ApprovalComment_v1

A model class representing a comment made during a document approval cycle, with support for resolution tracking and database persistence.

File: /tf/active/vicechatdev/CDocs/models/approval.py

approval comment document-management workflow resolution-tracking

class ApprovalCycle_v1

Model representing a approval cycle for a document version.

File: /tf/active/vicechatdev/CDocs/models/approval.py

class approvalcycle

class ReviewComment

A model class representing a comment made during document review, with support for resolution tracking and database persistence.

File: /tf/active/vicechatdev/CDocs/models/review.py

review comment document-management database neo4j

class ReviewCycle

Model representing a review cycle for a document version.

File: /tf/active/vicechatdev/CDocs/models/review.py

class reviewcycle

function create_node

Creates a node in a Neo4j graph database with a specified label and properties, automatically generating a unique ID and timestamp if not provided.