CLDR-18745 jira_classifier.py

[preetsojitra2712]

CLDR-18745

feat: Add interactive Jira ticket fetcher and classifier schema

PR Details

This pull request introduces a new Python script, jira_classifier.py, which serves as the foundational component for an automated Jira ticket classification system. The script's primary purpose is to connect to a Jira instance, fetch live ticket data based on user input, and define the comprehensive JSON schema for the final classification output.

Implementation Details & Libraries Used

This script leverages several key components to achieve its functionality:

• jira library: This is the core dependency used to interact with the Jira REST API, enabling the script to connect, authenticate, and retrieve ticket information.
• os library: Used to securely access environment variables (JIRA_SERVER, JIRA_USER_EMAIL, JIRA_API_TOKEN). This practice prevents sensitive credentials from being hardcoded directly into the source code.
• json library: Used for formatting the final classification dictionary into a clean, human-readable JSON string.
• Comprehensive Classification Schema: A detailed Python dictionary (classification_criteria) is defined at the top of the script. This acts as a "rulebook" or schema that specifies all possible fields, allowed values, and descriptions for a classified ticket, covering everything from ticket_type and priority to needs_engineering_work and is_potential_duplicate.
• Interactive User Input: The script uses the built-in input() function to prompt the user to enter a Jira ticket key at runtime. This makes the tool interactive and allows for the analysis of any ticket without modifying the code.

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Important Note on the Current Output

In this script, we have the same output because of the following reason:

You are getting the same JSON output every time because that part of the script is a hardcoded example. It's a static template meant to show you the goal of the classification, not the actual result.

Your script is currently doing two separate things:

1. It successfully fetches the real, live data from the Jira ticket you specify.
2. It then prints a fixed, unchanging example of what a classified ticket's JSON should look like.

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The next phase of this project will be to bridge this gap by implementing a classification engine (either rule-based or using an LLM) to dynamically generate this JSON based on the fetched ticket data.

• This PR completes the ticket.

ALLOW_MANY_COMMITS=true

[jira-pull-request-webhook]

Hooray! The files in the branch are the same across the force-push. 😃

~ Your Friendly Jira-GitHub PR Checker Bot

[jira-pull-request-webhook]

Hooray! The files in the branch are the same across the force-push. 😃

~ Your Friendly Jira-GitHub PR Checker Bot

[preetsojitra2712]

Hello @younies please Review this PR