Datasets:
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93d3cf7 d8b26e4 93d3cf7 d8b26e4 0f6dc04 d8b26e4 93d3cf7 d8b26e4 93d3cf7 d8b26e4 93d3cf7 d8b26e4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 | # SafeVixAI — Data Acquisition Scripts 🔬
These scripts are the **raw data pipeline** that built the 3.6GB SafeVixAI dataset.
All scripts here are **pure Python** — they require no database, no Redis, no PostGIS.
> Scripts are mirrored from the [SafeVixAI main repo](https://github.com/SafeVixAI/SafeVixAI) and organized by their origin folder.
---
## 📁 Structure
```
scripts/
├── scripts/data/ ← from SafeVixAI/scripts/data/
│ ├── fetch_*.py ← Overpass GIS fetchers (basic version)
│ ├── _overpass_utils.py ← Core GIS utility
│ ├── download_legal_pdfs.py
│ ├── extract_morth2022_tables.py
│ ├── seed_blackspots.py
│ ├── bootstrap_local_data.py
│ ├── verify_data.py
│ ├── inspect_zips.py
│ ├── audit_env.py
│ ├── check_all_scripts.py
│ └── setup_kaggle.ps1
│
├── backend/data/ ← from SafeVixAI/backend/scripts/data/
│ ├── seed_violations.py ← MVA 2019 traffic fine normalizer
│ ├── prepare_road_sources.py
│ ├── sample_pmgsy.py
│ └── road_sources.example.json
│
└── chatbot_service/data/ ← from SafeVixAI/chatbot_service/scripts/data/
├── _overpass_utils.py ← ⭐ Pro version (retries + backoff)
└── fetch_*.py ← ⭐ Pro fetchers (use these over scripts/data/)
```
---
## 🚀 Recommended Run Order
```bash
# Install dependencies first
pip install requests pdfplumber
# 1. Setup Kaggle API (one-time)
pwsh scripts/scripts/data/setup_kaggle.ps1
# 2. Fetch all emergency services (use Pro versions)
python scripts/chatbot_service/data/fetch_hospitals.py
python scripts/chatbot_service/data/fetch_police.py
python scripts/chatbot_service/data/fetch_ambulance.py
python scripts/chatbot_service/data/fetch_blood_banks.py
python scripts/chatbot_service/data/fetch_fire.py
# 3. Download legal documents
python scripts/scripts/data/download_legal_pdfs.py
# 4. Extract MoRTH accident tables from PDFs
python scripts/scripts/data/extract_morth2022_tables.py
# 5. Normalize accident blackspot data
python scripts/scripts/data/seed_blackspots.py
# 6. Normalize traffic violations (MVA 2019)
python scripts/backend/data/seed_violations.py
# 7. Verify everything is correct
python scripts/scripts/data/verify_data.py
```
---
## ⭐ Pro vs Basic Fetchers
| Feature | `scripts/scripts/data/fetch_*.py` | `scripts/chatbot_service/data/fetch_*.py` |
|---|---|---|
| Retry logic | ❌ | ✅ |
| Exponential backoff | ❌ | ✅ |
| Indian GIS precision | Basic | Enhanced |
| Extra fields (email, postcode) | ❌ | ✅ |
**Always prefer `chatbot_service/data/` versions** for data acquisition.
---
## 📦 Dependencies
```
pip install -r requirements.txt
```
See `requirements.txt` in the Hub root.
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