LogEval

This is the front end of A Comprehensive Benchmark Suite for LLMs in Log Analysis (https://nkcs.iops.ai/LogEval/). The warehouse results are as follows.

Project Structure Overview

old_proj/
static/
templates/
translations/
└── en/
    └── LC_MESSAGES/
         ├── messages.mo
         └── messages.po
app.py								# Application entry point
babel.cfg							# Multilingual configure
datasrc.py							# Acquisition of variable resources
index.html							# Website entry point
leaderboard.csv						        # Leaderboard data
messages.pot						        # Multilingual related
news.json							# News data
requirements.txt					        # Requirements for running
submitted.csv						        # Submitted data from users

Detailed File and Directory Descriptions

1. Core Application Files

app.py

• Purpose: Main application entry point and Flask server controller

• Contents:

  • Flask application initialization and configuration
  • Route definitions for all website endpoints
  • View functions that handle HTTP requests
  • Template rendering with Jinja2
  • Integration with other modules (datasrc.py, multilingual support)
  • Server startup logic

• Key Features:

  • Handles user requests and routes to appropriate views
  • Integrates with Babel for internationalization
  • Processes form submissions

index.html

• Purpose: Primary website entry point and landing page

• Contents:

  • HTML structure with Jinja2 templating

  • Navigation to different sections of the benchmark suite

  • Overview of LogEval's purpose and capabilities

  • Links to leaderboard, documentation, and submission areas

• Key Features:

  • Serves as the root page of the application

  • Provides quick access to all major sections

2. Data Management Files

datasrc.py

• Purpose: Data acquisition and resource management module

• Contents:

  • Functions to read and process CSV/JSON data files

  • Data transformation logic for presentation

  • Integration with leaderboard.csv and submitted.csv

• Key Features:

  • Abstracts data access from presentation logic

  • Provides clean API for data retrieval

leaderboard.csv

• Purpose: Storage for benchmark results and rankings

• Structure:

  • Columns for model names, evaluation methods, evaluation metrics

  • Categorization by task types

• Usage:

  • Primary data source for the leaderboard display

  • Updated with new evaluation results

  • Read by datasrc.py and presented in templates

submitted.csv

• Purpose: Repository for user-submitted demands

• Structure:

  • Columns for submitter information, model details

• Usage:

  • Stores all user demand

  • Potential source for updating leaderboard.csv

news.json

• Purpose: Storage for announcements and news

• Structure:

  • JSON array of news items

  • Each item contains title, scription, time, and link

• Usage:

  • Powers the "News" section

3. Internationalization Files

babel.cfg

• Purpose: Configuration file for Babel localization

• Contents:

  • File path patterns for string extraction

  • Template parsing configurations

  • Encoding settings

  • Mapping between source files and translation domains

• Usage:

  • Guides the Babel tool in extracting translatable strings

  • Configures how Jinja2 templates are processed for i18n

messages.pot

• Purpose: Translation template file (Portable Object Template)

• Contents:

  • All extracted strings from source code and templates

  • Source references for each translatable string

  • Metadata about the translation project

• Usage:

  • Base file for creating language-specific .po files

  • Updated when new strings are added to the application

translations/ Directory

• Purpose: Houses all multilingual resources

• Structure:

translations/
└── en/                            # English language directory
     └── LC_MESSAGES/              # Standard locale message directory
          ├── messages.mo          # Compiled translation file
          └── messages.po          # Source translation file

• Files:

  • messages.po: Human-editable translation file containing source strings and their translations

  • messages.mo: Binary-compiled version used by the application at runtime

4. Resource Directories

static/

• Purpose: Storage for all static assets

• Contents:

  • CSS files for styling (e.g., main.css, forms.css)

  • Images (logos, diagrams, screenshots)

  • Dataset files available for download

• Key Features:

  • Served directly by Flask's static file handler

  • Organized into subdirectories (css/, js/, images/, datasets/)

templates/

• Purpose: Contains all Jinja2 HTML templates

• Structure:

  • Base template (base.html) for common layout

  • Page-specific templates (leaderboard.html, submit.html, results.html)

  • Partial templates for reusable components

• Key Features:

  • Implements Jinja2 template inheritance

  • Contains dynamic content placeholders

  • Integrates with Flask-Babel for translated content

old_proj/

• Purpose: the basic and brief introduction of this benchmark suite.

• Contents:

  • the basic and brief introduction of this benchmark suite.

5. Configuration and Dependency Files

requirements.txt

• Purpose: Lists all Python dependencies

• Contents:

  • Flask and related extensions (Flask-Babel, Flask-WTF)

  • Data processing libraries (pandas, numpy)

  • CSV/JSON handling libraries

  • Deployment dependencies

• Usage:

  • Used with pip install -r requirements.txt to set up environment

  • Ensures consistent dependencies across deployments