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frontend/src/components/features/conversation-panel/conversation-card.tsx
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@@ -16,6 +16,7 @@ import { BaseModal } from "../../shared/modals/base-modal/base-modal"; import { RootState } from "#/store"; import { I18nKey } from "#/i18n/declaration"; import { selectSystemMessage } from "#/state/chat-slice"; +import { transformVSCodeUrl } from "#/utils/vscode-url-helper"; interface Conversat...
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frontend/src/routes/conversation.tsx
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@@ -40,6 +40,7 @@ import { clearFiles, clearInitialPrompt } from "#/state/initial-query-slice"; import { RootState } from "#/store"; import { displayErrorToast } from "#/utils/custom-toast-handlers"; import { useDocumentTitleFromState } from "#/hooks/use-document-title-from-state"; +import { transformVSCodeUrl } fro...
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frontend/src/routes/vscode-tab.tsx
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@@ -5,6 +5,7 @@ import { useConversation } from "#/context/conversation-context"; import { I18nKey } from "#/i18n/declaration"; import { RootState } from "#/store"; import { RUNTIME_INACTIVE_STATES } from "#/types/agent-state"; +import { transformVSCodeUrl } from "#/utils/vscode-url-helper"; function VSCodeTab() ...
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frontend/src/utils/__tests__/vscode-url-helper.test.ts
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@@ -0,0 +1,61 @@ +import { describe, it, expect, beforeEach, afterEach } from "vitest"; +import { transformVSCodeUrl } from "../vscode-url-helper"; + +describe("transformVSCodeUrl", () => { + const originalWindowLocation = window.location; + + beforeEach(() => { + // Mock window.location + Object.defineProperty...
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frontend/src/utils/vscode-url-helper.ts
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@@ -0,0 +1,31 @@ +/** + * Helper function to transform VS Code URLs + * + * This function checks if a VS Code URL points to localhost and replaces it with + * the current window's hostname if they don't match. + * + * @param vsCodeUrl The original VS Code URL from the backend + * @returns The transformed URL with the c...
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@@ -0,0 +1,770 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Training LLM on a free Google Colab instance - Autotrain\n", + "\n", + "Welcome to this notebook that will show you how to finetune a LLM model using your own dataset. We'll be using:\n", + "- the re...
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run_autotrain.py
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@@ -0,0 +1,319 @@ +#!/usr/bin/env python +""" +Run AutoTrain fine-tuning workflow. +This script automates the process of fine-tuning a language model using AutoTrain. +""" + +import os +import sys +import logging +import argparse +import yaml +import torch +from pathlib import Path +import json +from datetime import da...
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src/data/autotrain_preprocessor.py
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@@ -0,0 +1,262 @@ +""" +AutoTrain dataset preprocessor for fine-tuning language models. +This module provides utilities to prepare datasets for AutoTrain. +""" + +import os +import logging +import pandas as pd +from typing import Dict, List, Optional, Union, Any, Tuple +from datasets import Dataset, DatasetDict + +from...
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@@ -0,0 +1,34 @@ +import { describe, expect, it } from "vitest"; +import { isLikelyDirectory } from "#/components/features/chat/path-component"; + +describe("isLikelyDirectory", () => { + it("should return false for empty path", () => { + expect(isLikelyDirectory("")).toBe(false); + }); + + it("should return true...
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frontend/src/components/features/chat/path-component.tsx
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@@ -23,8 +23,8 @@ const isLikelyDirectory = (path: string): boolean => { if (path.endsWith("/") || path.endsWith("\\")) return true; // Check if path has no extension (simple heuristic) const lastPart = path.split(/[/\\]/).pop() || ""; - // If the last part has no dots or ends with a dot, it's likely a direct...
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.gitignore
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@@ -37,4 +37,8 @@ yarn-error.log* *.tsbuildinfo # Project specific -projects/ \ No newline at end of file +projects/ + +# Firebase credentials +firebase/serviceAccountKey.json +GGGGGG/ \ No newline at end of file
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FIREBASE_INTEGRATION.md
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Post-Processed Pull Request Dataset

Dataset Overview

The dataset contains a total of 2393 Pull Requests from OpenHands. It also includes additional activity metadata such as repository state snapshots and modified-file records. A summary of the dataset is presented below.

Cohort Number of PRs Number of Merged PRs Unique Repositories Sum of Additions Sum of Deletions
OpenHands 2393 1737 667 14186956 1732609
Total 2393 1737 667 14186956 1732609

Dataset Structure

  • PullRequestRecords: records the content, state, author metadata, repository references, timestamps, and summary activity counts for a pull request.
  • FileChangeRecords: captures one changed file per row, including its path, additions, deletions, content URLs, and patch-level metadata when available.
  • RepositoryRecords: stores repository ownership, visibility, status flags, popularity metrics, programming languages, topics, licensing, timestamps, and descriptive information for the base/head repository context of a pull request.

Entity Keys

  • PullRequestRecords.pull_request_key: primary key for pull request rows.
  • FileChangeRecords.file_key: primary key for changed-file rows; FileChangeRecords.pull_request_key joins to PullRequestRecords.pull_request_key.
  • RepositoryRecords.repository_snapshot_key: primary key for repository records; RepositoryRecords.pull_request_key joins to PullRequestRecords.pull_request_key.
  • PullRequestRecords.base_repository_snapshot_key and PullRequestRecords.head_repository_snapshot_key reference RepositoryRecords.repository_snapshot_key.

Dataset Usage

Example loading by configuration for OpenHands. The same applies for the other cohorts with configuration names derived from the cohort and entity names.

from datasets import load_dataset

openhands_pull_request_records = load_dataset('inaesh-joshi/MOSAIC-Refactoring-copy', 'openhands_pull_request_records_02-06-2026', split='train')
openhands_file_change_records = load_dataset('inaesh-joshi/MOSAIC-Refactoring-copy', 'openhands_file_change_records_02-06-2026', split='train')
openhands_repository_records = load_dataset('inaesh-joshi/MOSAIC-Refactoring-copy', 'openhands_repository_records_02-06-2026', split='train')

Example loading by data directory for OpenHands.

from datasets import load_dataset

openhands_pull_request_records = load_dataset('inaesh-joshi/MOSAIC-Refactoring-copy', data_dir='data/openhands/PullRequestRecords', split='train')
openhands_file_change_records = load_dataset('inaesh-joshi/MOSAIC-Refactoring-copy', data_dir='data/openhands/FileChangeRecords', split='train')
openhands_repository_records = load_dataset('inaesh-joshi/MOSAIC-Refactoring-copy', data_dir='data/openhands/RepositoryRecords', split='train')

Provenance

  • Generated at 2026-06-02T13:22:05.362571+00:00
  • Source type: local
  • Export schema manifest version: pull_request_standardized_v12
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