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# Collectors Quick Start Guide
## Files Created
```
/home/user/crypto-dt-source/collectors/
βββ __init__.py # Package exports
βββ market_data.py # Market data collectors (16 KB)
βββ explorers.py # Blockchain explorer collectors (17 KB)
βββ news.py # News aggregation collectors (13 KB)
βββ sentiment.py # Sentiment data collectors (7.8 KB)
βββ onchain.py # On-chain analytics (placeholder, 13 KB)
βββ demo_collectors.py # Comprehensive demo script (6.6 KB)
βββ README.md # Full documentation
βββ QUICK_START.md # This file
```
## Quick Test
### Test All Collectors
```bash
cd /home/user/crypto-dt-source
python collectors/demo_collectors.py
```
### Test Individual Modules
```bash
# Market Data (CoinGecko, CoinMarketCap, Binance)
python -m collectors.market_data
# Blockchain Explorers (Etherscan, BscScan, TronScan)
python -m collectors.explorers
# News (CryptoPanic, NewsAPI)
python -m collectors.news
# Sentiment (Alternative.me Fear & Greed)
python -m collectors.sentiment
# On-chain Analytics (Placeholder)
python -m collectors.onchain
```
## Import and Use
### Collect All Market Data
```python
import asyncio
from collectors import collect_market_data
results = asyncio.run(collect_market_data())
for result in results:
print(f"{result['provider']}: {result['success']}")
```
### Collect All Data from All Categories
```python
import asyncio
from collectors import (
collect_market_data,
collect_explorer_data,
collect_news_data,
collect_sentiment_data,
collect_onchain_data
)
async def main():
# Run all collectors concurrently
results = await asyncio.gather(
collect_market_data(),
collect_explorer_data(),
collect_news_data(),
collect_sentiment_data(),
collect_onchain_data()
)
market, explorers, news, sentiment, onchain = results
print(f"Market data: {len(market)} sources")
print(f"Explorers: {len(explorers)} sources")
print(f"News: {len(news)} sources")
print(f"Sentiment: {len(sentiment)} sources")
print(f"On-chain: {len(onchain)} sources (placeholder)")
asyncio.run(main())
```
### Individual Collector Example
```python
import asyncio
from collectors.market_data import get_coingecko_simple_price
async def get_prices():
result = await get_coingecko_simple_price()
if result['success']:
data = result['data']
print(f"BTC: ${data['bitcoin']['usd']:,.2f}")
print(f"ETH: ${data['ethereum']['usd']:,.2f}")
print(f"BNB: ${data['binancecoin']['usd']:,.2f}")
print(f"Data age: {result['staleness_minutes']:.2f} minutes")
else:
print(f"Error: {result['error']}")
asyncio.run(get_prices())
```
## Collectors Summary
### 1. Market Data (market_data.py)
| Function | Provider | API Key Required | Description |
|----------|----------|------------------|-------------|
| `get_coingecko_simple_price()` | CoinGecko | No | BTC, ETH, BNB prices with market data |
| `get_coinmarketcap_quotes()` | CoinMarketCap | Yes | Professional market data |
| `get_binance_ticker()` | Binance | No | Real-time 24hr ticker |
| `collect_market_data()` | All above | - | Collects from all sources |
### 2. Blockchain Explorers (explorers.py)
| Function | Provider | API Key Required | Description |
|----------|----------|------------------|-------------|
| `get_etherscan_gas_price()` | Etherscan | Yes | Current Ethereum gas prices |
| `get_bscscan_bnb_price()` | BscScan | Yes | BNB price and BSC stats |
| `get_tronscan_stats()` | TronScan | Optional | TRON network statistics |
| `collect_explorer_data()` | All above | - | Collects from all sources |
### 3. News Aggregation (news.py)
| Function | Provider | API Key Required | Description |
|----------|----------|------------------|-------------|
| `get_cryptopanic_posts()` | CryptoPanic | No | Latest crypto news posts |
| `get_newsapi_headlines()` | NewsAPI | Yes | Crypto-related headlines |
| `collect_news_data()` | All above | - | Collects from all sources |
### 4. Sentiment Analysis (sentiment.py)
| Function | Provider | API Key Required | Description |
|----------|----------|------------------|-------------|
| `get_fear_greed_index()` | Alternative.me | No | Market Fear & Greed Index |
| `collect_sentiment_data()` | All above | - | Collects from all sources |
### 5. On-Chain Analytics (onchain.py)
| Function | Provider | Status | Description |
|----------|----------|--------|-------------|
| `get_the_graph_data()` | The Graph | Placeholder | GraphQL blockchain data |
| `get_blockchair_data()` | Blockchair | Placeholder | Blockchain statistics |
| `get_glassnode_metrics()` | Glassnode | Placeholder | Advanced on-chain metrics |
| `collect_onchain_data()` | All above | - | Collects from all sources |
## API Keys Setup
Create a `.env` file or set environment variables:
```bash
# Market Data
export COINMARKETCAP_KEY_1="your_key_here"
# Blockchain Explorers
export ETHERSCAN_KEY_1="your_key_here"
export BSCSCAN_KEY="your_key_here"
export TRONSCAN_KEY="your_key_here"
# News
export NEWSAPI_KEY="your_key_here"
```
## Output Format
All collectors return standardized format:
```python
{
"provider": "CoinGecko", # Provider name
"category": "market_data", # Category
"data": {...}, # Raw API response
"timestamp": "2025-11-11T00:20:00Z", # Collection time
"data_timestamp": "2025-11-11T00:19:30Z", # Data timestamp
"staleness_minutes": 0.5, # Data age
"success": True, # Success flag
"error": None, # Error message
"error_type": None, # Error type
"response_time_ms": 342.5 # Response time
}
```
## Key Features
β **Async/Concurrent** - All collectors run asynchronously
β **Error Handling** - Comprehensive error handling and logging
β **Staleness Tracking** - Calculates data age in minutes
β **Rate Limiting** - Respects API rate limits
β **Retry Logic** - Automatic retries with exponential backoff
β **Structured Logging** - JSON-formatted logs
β **API Key Management** - Secure key handling from environment
β **Standardized Output** - Consistent response format
β **Production Ready** - Ready for production deployment
## Common Issues
### 1. Missing API Keys
```
Error: API key required but not configured for CoinMarketCap
```
**Solution:** Set the required environment variable:
```bash
export COINMARKETCAP_KEY_1="your_api_key"
```
### 2. Rate Limit Exceeded
```
Error Type: rate_limit
```
**Solution:** Collectors automatically retry with backoff. Check rate limits in provider documentation.
### 3. Network Timeout
```
Error Type: timeout
```
**Solution:** Collectors automatically increase timeout and retry. Check network connectivity.
## Next Steps
1. Run the demo: `python collectors/demo_collectors.py`
2. Configure API keys for providers requiring authentication
3. Integrate collectors into your monitoring system
4. Implement on-chain collectors (currently placeholders)
5. Add custom collectors following the existing patterns
## Support
- Full documentation: `collectors/README.md`
- Demo script: `collectors/demo_collectors.py`
- Configuration: `config.py`
- API Client: `utils/api_client.py`
- Logger: `utils/logger.py`
---
**Total Collectors:** 14 functions across 5 modules
**Total Code:** ~75 KB of production-ready Python code
**Status:** Ready for production use (except on-chain placeholders)
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