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Found 39 matching component(s)

  • 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

  • class SmartStatSession

    A session management class that encapsulates a SmartStat statistical analysis session, tracking data, analysis history, plots, and reports for a specific data section.

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

    session-management data-analysis statistics dataframe multi-dataset

  • class SmartStatService

    Service for running SmartStat analysis sessions in Vice AI

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

    class smartstatservice

  • function simple_markdown_to_html

    Converts a subset of Markdown syntax to clean HTML, supporting headers, bold text, unordered lists, and paragraphs.

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

    markdown html conversion text-formatting parser

  • function add_data_section_to_docx

    Adds a data analysis section to a Word document, including analysis metadata, statistical conclusions, and embedded visualizations from saved content or legacy analysis history.

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

    document-generation word-document data-analysis visualization report-generation

  • function add_data_section_to_pdf

    Adds a data analysis section to a PDF document story, including analysis metadata, statistical conclusions, and embedded visualizations from saved content or analysis history.

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

    pdf-generation reportlab data-analysis document-export visualization

  • function save_data_section_analysis

    Flask API endpoint that saves analysis results (plots, conclusions, and analysis data) from a data analysis session to a data section in the database.

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

    flask api-endpoint data-analysis persistence authentication

  • function smartstat_save_selective

    Flask route handler that saves selected statistical analysis rounds and their associated plots from a SmartStat session to a data section, with options to replace or append to existing content.

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

    flask-route api-endpoint smartstat data-persistence statistical-analysis

  • function smartstat_save_to_document

    Flask route handler that saves SmartStat statistical analysis results back to a data section document, generating a final report with queries, results, and plots.

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

    flask api-endpoint smartstat statistical-analysis document-management

  • function analysis_chat

    Flask route handler that processes chat messages for data analysis sessions, verifying user authentication and session ownership before delegating to the data analysis service.

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

    flask api-endpoint data-analysis chat async

  • function serve_analysis_plot

    Flask route handler that serves analysis plot image files from the data analysis service's plots directory, with authentication and error handling.

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

    flask api-endpoint file-serving image-serving authentication

  • 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 DataSectionService

    Service class for managing DataSection entities, providing CRUD operations and specialized update methods for analysis sessions, plots, and conclusions.

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

    service-layer data-management CRUD database data-section

  • class DataSection

    A dataclass representing a dedicated data analysis section that stores analysis results, plots, dataset information, and conclusions separately from text content.

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

    dataclass data-analysis serialization versioning content-management

  • class DatabaseManager_v1

    SQLite database manager for persistent storage

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

    class databasemanager

  • class DataAnalysisSession_v1

    A dataclass representing a statistical analysis session that is linked to specific document sections, managing analysis state, messages, plots, and configuration.

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

    dataclass analysis session-management state-tracking data-analysis

  • class AnalysisResult_v1

    A dataclass that encapsulates the results from statistical analysis operations, including metadata, file paths, and timestamps.

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

    dataclass statistical-analysis result-container serialization data-structure

  • class DataAnalysisSession

    A dataclass representing a data analysis session that is linked to a specific text section within a document, managing conversation messages, analysis results, plots, and configuration.

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

    data-analysis session-management dataclass serialization conversation

  • class AnalysisResult_v1

    A dataclass that encapsulates results from statistical analysis operations, providing structured storage and serialization capabilities for analysis outputs.

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

    dataclass statistical-analysis data-container serialization results-storage

  • class StatisticalAgent

    LLM-powered statistical analysis agent

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

    class statisticalagent

  • class AnalysisResult

    A dataclass that encapsulates the results from statistical analysis operations, including metadata, file paths, and timestamps.

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

    dataclass statistical-analysis result-container data-structure analysis-output

  • 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 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

  • class AgentExecutor_v1

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

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

    class agentexecutor

  • class ScriptExecutor_v1

    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/full_smartstat/script_executor.py

    sandbox security script-execution code-execution timeout

  • function debug_session_results

    Flask debug endpoint that retrieves and categorizes analysis session results, providing detailed file summaries and metadata for troubleshooting purposes.

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

    debug flask endpoint session-management file-categorization

  • function serve_plot

    Flask route handler that serves generated plot image files from a session-specific plots directory.

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

    flask route-handler file-serving plot-visualization image-serving

  • function generate_report

    Generates a text-based statistical analysis report from session data and saves it to the configured reports folder.

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

    report-generation file-io text-formatting statistical-analysis session-management

  • class EnhancedSQLWorkflow

    Enhanced SQL workflow with iterative optimization

    File: /tf/active/vicechatdev/full_smartstat/enhanced_sql_workflow.py

    class enhancedsqlworkflow

  • function demo_analysis_workflow

    Demonstrates a complete end-to-end statistical analysis workflow using the SmartStat system, including session creation, data loading, natural language query processing, analysis execution, and result interpretation.

    File: /tf/active/vicechatdev/full_smartstat/demo.py

    demo workflow statistical-analysis natural-language-processing data-analysis

  • class StatisticalAnalysisService

    Main service for statistical analysis orchestration

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

    class statisticalanalysisservice

  • function test_agent_executor

    Integration test function that validates the AgentExecutor's ability to generate and execute data analysis projects using synthetic test data.

    File: /tf/active/vicechatdev/full_smartstat/debug_agent.py

    testing integration-test agent-executor data-analysis pandas

  • class StatisticalAgent_v1

    LLM-powered statistical analysis agent

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

    class statisticalagent

  • class AgentExecutor_v2

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

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

    class agentexecutor

  • function get_results_v1

    Flask route handler that retrieves and returns statistical analysis results, generated files, and AI-generated interpretations for a given session ID.

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

    flask api-endpoint rest-api statistical-analysis session-management

  • class StatisticalAnalysisService_v1

    Main service for statistical analysis orchestration

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

    class statisticalanalysisservice

  • class StatisticalAgent_v2

    LLM-powered statistical analysis agent

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

    class statisticalagent

  • function main_v54

    Performs statistical analysis on antibiotic usage data, comparing distribution patterns between vaccinated and non-vaccinated groups, and generates visualization plots, summary tables, and written conclusions.

    File: /tf/active/vicechatdev/smartstat/output/b7a013ae-a461-4aca-abae-9ed243119494/analysis_70ac0517/analysis.py

    data-analysis statistical-analysis healthcare antibiotics vaccination

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