scripts/data_ingestion/00_fetch_external_data.py

#!/usr/bin/env python3
"""
00_fetch_external_data.py

Documents, verifies, and validates the external provenance and availability of upstream
datasets used across Agriculture, Legal, and Education benchmarks.

Usage:
    python 00_fetch_external_data.py [--check_remote]
"""

import os
import sys
import json
import hashlib
import argparse
from pathlib import Path

if hasattr(sys.stdout, "reconfigure"):
    sys.stdout.reconfigure(encoding="utf-8", errors="replace")

# Base paths
SCRIPT_DIR = Path(__file__).resolve().parent
REPO_ROOT = SCRIPT_DIR.parent.parent.parent
DEFAULT_DATA_DIR = REPO_ROOT / "reproducibility" / "dataset"

SOURCES = [
    {
        "domain": "agriculture",
        "name": "Agricultural Information Service (AIS) / DAE & KrishokChat",
        "source_type": "Advisory Handbooks & Curated Extension Resources",
        "url": "https://krishok.gov.bd / ais.gov.bd",
        "license": "Research Access / CC-BY-4.0",
        "local_check_file": "processed/agriculture/structured_nodes.json",
        "expected_items": 1028
    },
    {
        "domain": "legal",
        "name": "Bangladesh Legal Acts Dataset & BDLawCorpus",
        "source_type": "Hugging Face Dataset (sakhadib/Bangladesh-Legal-Acts-Dataset, millat/BDLawCorpus-Dataset-V1)",
        "url": "https://huggingface.co/datasets/sakhadib/Bangladesh-Legal-Acts-Dataset",
        "license": "MIT / CC-BY-4.0",
        "local_check_file": "processed/legal/structured_nodes.json",
        "expected_items": 735
    },
    {
        "domain": "education",
        "name": "NCTB Secondary Science Curriculum Textbooks (Grades 9-10)",
        "source_type": "National Curriculum and Textbook Board Bangladesh",
        "url": "https://nctb.gov.bd",
        "license": "Public Curriculum / CC-BY-4.0 (derived QA annotations)",
        "local_check_file": "processed/education/structured_nodes.json",
        "expected_items": 190
    }
]

def verify_dataset_presence(data_dir: Path) -> bool:
    print("=" * 70)
    print("00_FETCH_EXTERNAL_DATA: Verifying Data Provenance and Local Artifacts")
    print("=" * 70)
    
    all_ok = True
    manifest_path = data_dir / "manifest.json"
    if manifest_path.exists():
        with open(manifest_path, "r", encoding="utf-8") as f:
            manifest = json.load(f)
        print(f"[OK] Found dataset manifest: {manifest_path} ({len(manifest.get('files', {}))} registered files)")
    else:
        print(f"[WARN] manifest.json not found at {manifest_path}")

    for src in SOURCES:
        rel_path = src["local_check_file"]
        full_path = data_dir / rel_path
        print(f"\nChecking source: {src['name']} ({src['domain'].upper()})")
        print(f"  - Source URL: {src['url']}")
        print(f"  - License:    {src['license']}")
        
        if full_path.exists():
            size_mb = full_path.stat().st_size / (1024 * 1024)
            with open(full_path, "r", encoding="utf-8") as fp:
                data = json.load(fp)
                item_count = len(data) if isinstance(data, list) else 0
            
            if item_count == src["expected_items"]:
                print(f"  - Status:     [VERIFIED LOCAL] ({item_count} items, {size_mb:.2f} MB)")
            else:
                print(f"  - Status:     [COUNT MISMATCH] Expected {src['expected_items']}, got {item_count}")
                all_ok = False
        else:
            print(f"  - Status:     [MISSING] File not found at {full_path}")
            all_ok = False

    print("\n" + "=" * 70)
    if all_ok:
        print("EXTERNAL DATA PROVENANCE AUDIT: ALL LOCAL ARTIFACTS VERIFIED")
    else:
        print("EXTERNAL DATA PROVENANCE AUDIT: INCOMPLETE (Some files missing)")
    print("=" * 70)
    return all_ok

def main():
    parser = argparse.ArgumentParser(description="Verify external dataset sources and local presence.")
    parser.add_argument("--data_dir", type=str, default=str(DEFAULT_DATA_DIR), help="Path to reproducibility/dataset folder")
    parser.add_argument("--check_remote", action="store_true", help="Check remote HTTP connectivity to repositories")
    args = parser.parse_args()

    data_dir = Path(args.data_dir).resolve()
    if not data_dir.exists():
        print(f"Error: Data directory does not exist: {data_dir}", file=sys.stderr)
        sys.exit(1)

    success = verify_dataset_presence(data_dir)
    sys.exit(0 if success else 1)

if __name__ == "__main__":
    main()