Add watchlist system and pre-market trading reports
New Features: - Watchlist system for tracking specific Congress members - Trading report generation with multiple formats - Pre-market-close automated updates (3 PM) New Scripts: - scripts/fetch_congress_members.py: Manage watchlist * 29 known active traders (curated list) * Optional ProPublica API integration (all 535 members) * Create/view/manage watchlist - scripts/generate_trading_report.py: Generate trading reports * Filter by watchlist or show all * Multiple formats: text, HTML, JSON * Summary statistics (buys/sells, top tickers) * Color-coded output (🟢 BUY, 🔴 SELL) - scripts/pre_market_close_update.sh: 3 PM automation * Quick fetch of latest trades * Enrichment of new securities * Generate and display report * Saves to reports/ directory Documentation: - WATCHLIST_GUIDE.md: Complete guide * List of 29 known active traders * How to create/customize watchlist * Schedule options (pre-market, post-market) * Email setup (optional) * FAQ and examples Known Active Traders Include: Senate: Tuberville, Rand Paul, Mark Warner, Rick Scott House: Pelosi, Crenshaw, MTG, Gottheimer, Brian Higgins Use Cases: ✅ Daily reports at 3 PM (1 hour before close) ✅ See what Congress bought/sold recently ✅ Track specific members you care about ✅ Export to HTML/JSON for further analysis
This commit is contained in:
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Executable
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#!/usr/bin/env python
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"""
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Fetch current members of Congress.
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Creates a watchlist of active members.
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"""
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import json
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import requests
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from pathlib import Path
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# Congress.gov API (no key required for basic info)
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# or ProPublica Congress API (requires free key)
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def fetch_from_propublica():
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"""
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Fetch from ProPublica Congress API.
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Free API key: https://www.propublica.org/datastore/api/propublica-congress-api
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"""
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API_KEY = "YOUR_API_KEY" # Get free key from ProPublica
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headers = {"X-API-Key": API_KEY}
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# Get current Congress (118th = 2023-2025, 119th = 2025-2027)
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members = []
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# Senate
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senate_url = "https://api.propublica.org/congress/v1/118/senate/members.json"
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response = requests.get(senate_url, headers=headers)
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if response.ok:
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data = response.json()
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for member in data['results'][0]['members']:
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members.append({
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'name': f"{member['first_name']} {member['last_name']}",
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'chamber': 'Senate',
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'party': member['party'],
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'state': member['state'],
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})
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# House
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house_url = "https://api.propublica.org/congress/v1/118/house/members.json"
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response = requests.get(house_url, headers=headers)
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if response.ok:
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data = response.json()
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for member in data['results'][0]['members']:
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members.append({
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'name': f"{member['first_name']} {member['last_name']}",
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'chamber': 'House',
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'party': member['party'],
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'state': member['state'],
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})
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return members
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def get_known_active_traders():
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"""
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Manually curated list of Congress members known for active trading.
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Based on public reporting and analysis.
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"""
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return [
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# === SENATE ===
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{"name": "Tommy Tuberville", "chamber": "Senate", "party": "Republican", "state": "AL"},
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{"name": "Rand Paul", "chamber": "Senate", "party": "Republican", "state": "KY"},
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{"name": "Sheldon Whitehouse", "chamber": "Senate", "party": "Democrat", "state": "RI"},
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{"name": "John Hickenlooper", "chamber": "Senate", "party": "Democrat", "state": "CO"},
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{"name": "Steve Daines", "chamber": "Senate", "party": "Republican", "state": "MT"},
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{"name": "Gary Peters", "chamber": "Senate", "party": "Democrat", "state": "MI"},
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{"name": "Rick Scott", "chamber": "Senate", "party": "Republican", "state": "FL"},
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{"name": "Mark Warner", "chamber": "Senate", "party": "Democrat", "state": "VA"},
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{"name": "Dianne Feinstein", "chamber": "Senate", "party": "Democrat", "state": "CA"}, # Note: deceased
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# === HOUSE ===
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{"name": "Nancy Pelosi", "chamber": "House", "party": "Democrat", "state": "CA"},
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{"name": "Brian Higgins", "chamber": "House", "party": "Democrat", "state": "NY"},
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{"name": "Michael McCaul", "chamber": "House", "party": "Republican", "state": "TX"},
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{"name": "Dan Crenshaw", "chamber": "House", "party": "Republican", "state": "TX"},
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{"name": "Marjorie Taylor Greene", "chamber": "House", "party": "Republican", "state": "GA"},
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{"name": "Josh Gottheimer", "chamber": "House", "party": "Democrat", "state": "NJ"},
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{"name": "Ro Khanna", "chamber": "House", "party": "Democrat", "state": "CA"},
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{"name": "Dean Phillips", "chamber": "House", "party": "Democrat", "state": "MN"},
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{"name": "Virginia Foxx", "chamber": "House", "party": "Republican", "state": "NC"},
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{"name": "Debbie Wasserman Schultz", "chamber": "House", "party": "Democrat", "state": "FL"},
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{"name": "Pat Fallon", "chamber": "House", "party": "Republican", "state": "TX"},
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{"name": "Kevin Hern", "chamber": "House", "party": "Republican", "state": "OK"},
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{"name": "Mark Green", "chamber": "House", "party": "Republican", "state": "TN"},
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{"name": "French Hill", "chamber": "House", "party": "Republican", "state": "AR"},
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{"name": "John Curtis", "chamber": "House", "party": "Republican", "state": "UT"},
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# === HIGH VOLUME TRADERS (Based on 2023-2024 reporting) ===
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{"name": "Austin Scott", "chamber": "House", "party": "Republican", "state": "GA"},
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{"name": "Nicole Malliotakis", "chamber": "House", "party": "Republican", "state": "NY"},
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{"name": "Lois Frankel", "chamber": "House", "party": "Democrat", "state": "FL"},
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{"name": "Earl Blumenauer", "chamber": "House", "party": "Democrat", "state": "OR"},
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{"name": "Pete Sessions", "chamber": "House", "party": "Republican", "state": "TX"},
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]
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def save_watchlist(members, filename="watchlist.json"):
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"""Save watchlist to file."""
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output_path = Path(__file__).parent.parent / "config" / filename
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output_path.parent.mkdir(exist_ok=True)
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with open(output_path, 'w') as f:
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json.dump(members, f, indent=2)
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print(f"✅ Saved {len(members)} members to {output_path}")
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return output_path
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def load_watchlist(filename="watchlist.json"):
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"""Load watchlist from file."""
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config_path = Path(__file__).parent.parent / "config" / filename
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if not config_path.exists():
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print(f"⚠️ Watchlist not found at {config_path}")
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print(" Creating default watchlist...")
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members = get_known_active_traders()
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save_watchlist(members, filename)
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return members
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with open(config_path) as f:
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return json.load(f)
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if __name__ == "__main__":
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import argparse
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parser = argparse.ArgumentParser(description="Manage Congress member watchlist")
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parser.add_argument("--create", action="store_true", help="Create default watchlist")
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parser.add_argument("--list", action="store_true", help="List current watchlist")
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parser.add_argument("--propublica", action="store_true", help="Fetch from ProPublica API")
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args = parser.parse_args()
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if args.propublica:
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print("Fetching from ProPublica API...")
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print("⚠️ You need to set API_KEY in the script first")
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print(" Get free key: https://www.propublica.org/datastore/api/propublica-congress-api")
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# members = fetch_from_propublica()
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# save_watchlist(members)
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elif args.create:
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members = get_known_active_traders()
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save_watchlist(members, "watchlist.json")
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print(f"\n✅ Created watchlist with {len(members)} active traders")
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elif args.list:
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members = load_watchlist()
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print(f"\n📋 Watchlist ({len(members)} members):\n")
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# Group by chamber
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senate = [m for m in members if m['chamber'] == 'Senate']
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house = [m for m in members if m['chamber'] == 'House']
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print("SENATE:")
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for m in sorted(senate, key=lambda x: x['name']):
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print(f" • {m['name']:30s} ({m['party']:1s}-{m['state']})")
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print("\nHOUSE:")
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for m in sorted(house, key=lambda x: x['name']):
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print(f" • {m['name']:30s} ({m['party']:1s}-{m['state']})")
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else:
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# Default: show known active traders
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members = get_known_active_traders()
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print(f"\n📋 Known Active Traders ({len(members)} members):\n")
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print("These are Congress members with historically high trading activity.\n")
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senate = [m for m in members if m['chamber'] == 'Senate']
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house = [m for m in members if m['chamber'] == 'House']
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print("SENATE:")
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for m in sorted(senate, key=lambda x: x['name']):
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print(f" • {m['name']:30s} ({m['party']:1s}-{m['state']})")
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print("\nHOUSE:")
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for m in sorted(house, key=lambda x: x['name']):
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print(f" • {m['name']:30s} ({m['party']:1s}-{m['state']})")
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print("\n💡 To create watchlist file: python scripts/fetch_congress_members.py --create")
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print("💡 To view saved watchlist: python scripts/fetch_congress_members.py --list")
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Executable
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#!/usr/bin/env python
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"""
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Generate trading report for watched Congress members.
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Shows NEW trades filed recently.
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"""
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import json
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from datetime import date, timedelta
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from pathlib import Path
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from decimal import Decimal
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import click
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from sqlalchemy import text
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from tabulate import tabulate
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from pote.db import get_session
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from pote.db.models import Official, Security, Trade
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def load_watchlist():
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"""Load watchlist of officials to monitor."""
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config_path = Path(__file__).parent.parent / "config" / "watchlist.json"
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if not config_path.exists():
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print("⚠️ No watchlist found. Creating default...")
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import subprocess
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subprocess.run([
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"python",
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str(Path(__file__).parent / "fetch_congress_members.py"),
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"--create"
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])
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with open(config_path) as f:
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return json.load(f)
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def get_new_trades(session, days=7, watchlist=None):
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"""
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Get trades filed in the last N days.
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Args:
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session: Database session
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days: Look back this many days
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watchlist: List of official names to filter (None = all)
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"""
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since_date = date.today() - timedelta(days=days)
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query = text("""
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SELECT
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o.name,
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o.chamber,
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o.party,
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o.state,
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s.ticker,
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s.name as company,
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s.sector,
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t.side,
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t.transaction_date,
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t.filing_date,
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t.value_min,
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t.value_max,
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t.created_at
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FROM trades t
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JOIN officials o ON t.official_id = o.id
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JOIN securities s ON t.security_id = s.id
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WHERE t.created_at >= :since_date
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ORDER BY t.created_at DESC, t.transaction_date DESC
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""")
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result = session.execute(query, {"since_date": since_date})
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trades = result.fetchall()
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# Filter by watchlist if provided
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if watchlist:
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watchlist_names = {m['name'].lower() for m in watchlist}
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trades = [t for t in trades if t[0].lower() in watchlist_names]
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return trades
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def format_value(vmin, vmax):
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"""Format trade value range."""
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if vmax and vmax > vmin:
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return f"${float(vmin):,.0f} - ${float(vmax):,.0f}"
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else:
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return f"${float(vmin):,.0f}+"
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def generate_report(trades, format="text"):
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"""Generate formatted report."""
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if not trades:
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return "📭 No new trades found."
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if format == "text":
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return generate_text_report(trades)
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elif format == "html":
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return generate_html_report(trades)
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elif format == "json":
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return generate_json_report(trades)
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else:
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return generate_text_report(trades)
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def generate_text_report(trades):
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"""Generate text report."""
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report = []
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report.append(f"\n{'='*80}")
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report.append(f" CONGRESSIONAL TRADING REPORT")
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report.append(f" {len(trades)} New Trades")
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report.append(f" Generated: {date.today()}")
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report.append(f"{'='*80}\n")
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# Group by official
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by_official = {}
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for trade in trades:
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name = trade[0]
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if name not in by_official:
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by_official[name] = []
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by_official[name].append(trade)
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# Generate section for each official
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for official_name, official_trades in by_official.items():
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# Header
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first_trade = official_trades[0]
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chamber, party, state = first_trade[1], first_trade[2], first_trade[3]
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report.append(f"\n{'─'*80}")
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report.append(f"👤 {official_name} ({party[0]}-{state}, {chamber})")
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report.append(f"{'─'*80}")
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# Trades table
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table_data = []
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for t in official_trades:
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ticker, company, sector = t[4], t[5], t[6]
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side, txn_date, filing_date = t[7], t[8], t[9]
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vmin, vmax = t[10], t[11]
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# Color code side
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side_emoji = "🟢 BUY" if side.lower() == "buy" else "🔴 SELL"
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table_data.append([
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side_emoji,
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ticker,
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f"{company[:30]}..." if company and len(company) > 30 else (company or ""),
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sector or "",
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format_value(vmin, vmax),
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str(txn_date),
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str(filing_date),
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])
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table = tabulate(
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table_data,
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headers=["Side", "Ticker", "Company", "Sector", "Value", "Trade Date", "Filed"],
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tablefmt="simple"
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)
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report.append(table)
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report.append("")
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# Summary statistics
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report.append(f"\n{'='*80}")
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report.append("📊 SUMMARY")
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report.append(f"{'='*80}")
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total_buys = sum(1 for t in trades if t[7].lower() == "buy")
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total_sells = sum(1 for t in trades if t[7].lower() == "sell")
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unique_tickers = len(set(t[4] for t in trades))
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unique_officials = len(by_official)
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# Top tickers
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ticker_counts = {}
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for t in trades:
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ticker = t[4]
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ticker_counts[ticker] = ticker_counts.get(ticker, 0) + 1
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top_tickers = sorted(ticker_counts.items(), key=lambda x: x[1], reverse=True)[:5]
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report.append(f"\nTotal Trades: {len(trades)}")
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report.append(f" Buys: {total_buys}")
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report.append(f" Sells: {total_sells}")
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report.append(f"Unique Officials: {unique_officials}")
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report.append(f"Unique Tickers: {unique_tickers}")
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report.append(f"\nTop Tickers:")
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for ticker, count in top_tickers:
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report.append(f" {ticker:6s} - {count} trades")
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report.append(f"\n{'='*80}\n")
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return "\n".join(report)
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def generate_html_report(trades):
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"""Generate HTML email report."""
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html = [
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"<html><head><style>",
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"body { font-family: Arial, sans-serif; }",
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"table { border-collapse: collapse; width: 100%; margin: 20px 0; }",
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"th { background: #333; color: white; padding: 10px; text-align: left; }",
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"td { border: 1px solid #ddd; padding: 8px; }",
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".buy { color: green; font-weight: bold; }",
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".sell { color: red; font-weight: bold; }",
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"</style></head><body>",
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f"<h1>Congressional Trading Report</h1>",
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f"<p><strong>{len(trades)} New Trades</strong> | Generated: {date.today()}</p>",
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]
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# Group by official
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by_official = {}
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for trade in trades:
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name = trade[0]
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if name not in by_official:
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by_official[name] = []
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by_official[name].append(trade)
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for official_name, official_trades in by_official.items():
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first_trade = official_trades[0]
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chamber, party, state = first_trade[1], first_trade[2], first_trade[3]
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html.append(f"<h2>{official_name} ({party[0]}-{state}, {chamber})</h2>")
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html.append("<table>")
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html.append("<tr><th>Side</th><th>Ticker</th><th>Company</th><th>Value</th><th>Trade Date</th><th>Filed</th></tr>")
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for t in official_trades:
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ticker, company, sector = t[4], t[5], t[6]
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side, txn_date, filing_date = t[7], t[8], t[9]
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vmin, vmax = t[10], t[11]
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side_class = "buy" if side.lower() == "buy" else "sell"
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side_text = "BUY" if side.lower() == "buy" else "SELL"
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html.append(f"<tr>")
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html.append(f"<td class='{side_class}'>{side_text}</td>")
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html.append(f"<td><strong>{ticker}</strong></td>")
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html.append(f"<td>{company or ''}</td>")
|
||||
html.append(f"<td>{format_value(vmin, vmax)}</td>")
|
||||
html.append(f"<td>{txn_date}</td>")
|
||||
html.append(f"<td>{filing_date}</td>")
|
||||
html.append(f"</tr>")
|
||||
|
||||
html.append("</table>")
|
||||
|
||||
html.append("</body></html>")
|
||||
return "\n".join(html)
|
||||
|
||||
|
||||
def generate_json_report(trades):
|
||||
"""Generate JSON report for programmatic use."""
|
||||
import json
|
||||
|
||||
trades_list = []
|
||||
for t in trades:
|
||||
trades_list.append({
|
||||
"official": t[0],
|
||||
"chamber": t[1],
|
||||
"party": t[2],
|
||||
"state": t[3],
|
||||
"ticker": t[4],
|
||||
"company": t[5],
|
||||
"sector": t[6],
|
||||
"side": t[7],
|
||||
"transaction_date": str(t[8]),
|
||||
"filing_date": str(t[9]),
|
||||
"value_min": float(t[10]),
|
||||
"value_max": float(t[11]) if t[11] else None,
|
||||
})
|
||||
|
||||
return json.dumps({
|
||||
"generated": str(date.today()),
|
||||
"trade_count": len(trades),
|
||||
"trades": trades_list
|
||||
}, indent=2)
|
||||
|
||||
|
||||
@click.command()
|
||||
@click.option("--days", default=7, help="Look back this many days")
|
||||
@click.option("--watchlist-only", is_flag=True, help="Only show trades from watchlist")
|
||||
@click.option("--format", type=click.Choice(["text", "html", "json"]), default="text")
|
||||
@click.option("--output", help="Output file (default: stdout)")
|
||||
def main(days, watchlist_only, format, output):
|
||||
"""Generate trading report for Congress members."""
|
||||
|
||||
session = next(get_session())
|
||||
|
||||
# Load watchlist if requested
|
||||
watchlist = None
|
||||
if watchlist_only:
|
||||
watchlist = load_watchlist()
|
||||
print(f"📋 Filtering for {len(watchlist)} officials on watchlist\n")
|
||||
|
||||
# Get trades
|
||||
print(f"🔍 Fetching trades from last {days} days...")
|
||||
trades = get_new_trades(session, days=days, watchlist=watchlist)
|
||||
|
||||
# Generate report
|
||||
report = generate_report(trades, format=format)
|
||||
|
||||
# Output
|
||||
if output:
|
||||
Path(output).write_text(report)
|
||||
print(f"✅ Report saved to {output}")
|
||||
else:
|
||||
print(report)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
|
||||
Executable
+85
@@ -0,0 +1,85 @@
|
||||
#!/bin/bash
|
||||
# Pre-Market-Close POTE Update
|
||||
# Run at 3 PM ET (1 hour before market close)
|
||||
# Fetches latest disclosures and generates actionable report
|
||||
|
||||
set -e
|
||||
|
||||
# --- Configuration ---
|
||||
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
|
||||
PROJECT_DIR="$(dirname "$SCRIPT_DIR")"
|
||||
LOG_DIR="${PROJECT_DIR}/logs"
|
||||
REPORT_DIR="${PROJECT_DIR}/reports"
|
||||
LOG_FILE="${LOG_DIR}/pre_market_$(date +%Y%m%d).log"
|
||||
REPORT_FILE="${REPORT_DIR}/trading_report_$(date +%Y%m%d).txt"
|
||||
|
||||
# Ensure directories exist
|
||||
mkdir -p "$LOG_DIR" "$REPORT_DIR"
|
||||
|
||||
# Redirect output to log
|
||||
exec > >(tee -a "$LOG_FILE") 2>&1
|
||||
|
||||
echo "=========================================="
|
||||
echo " POTE Pre-Market-Close Update"
|
||||
echo " $(date)"
|
||||
echo " Running 1 hour before market close"
|
||||
echo "=========================================="
|
||||
|
||||
# Activate virtual environment
|
||||
cd "$PROJECT_DIR"
|
||||
source venv/bin/activate
|
||||
|
||||
# --- Step 1: Quick Fetch of New Trades ---
|
||||
echo ""
|
||||
echo "--- Fetching Latest Congressional Trades ---"
|
||||
python scripts/fetch_congressional_trades.py --days 3
|
||||
FETCH_EXIT=$?
|
||||
|
||||
if [ $FETCH_EXIT -ne 0 ]; then
|
||||
echo "⚠️ WARNING: Failed to fetch trades (API may be down)"
|
||||
echo " Generating report from existing data..."
|
||||
fi
|
||||
|
||||
# --- Step 2: Quick Security Enrichment ---
|
||||
echo ""
|
||||
echo "--- Enriching New Securities ---"
|
||||
python scripts/enrich_securities.py --limit 10
|
||||
ENRICH_EXIT=$?
|
||||
|
||||
# --- Step 3: Generate Trading Report ---
|
||||
echo ""
|
||||
echo "--- Generating Trading Report ---"
|
||||
python scripts/generate_trading_report.py \
|
||||
--days 7 \
|
||||
--watchlist-only \
|
||||
--format text \
|
||||
--output "$REPORT_FILE"
|
||||
|
||||
REPORT_EXIT=$?
|
||||
|
||||
if [ $REPORT_EXIT -eq 0 ]; then
|
||||
echo "✅ Report saved to: $REPORT_FILE"
|
||||
echo ""
|
||||
echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
|
||||
echo "📊 REPORT PREVIEW"
|
||||
echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
|
||||
cat "$REPORT_FILE"
|
||||
echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
|
||||
else
|
||||
echo "❌ Failed to generate report"
|
||||
fi
|
||||
|
||||
# --- Step 4: Optional Price Update (Quick) ---
|
||||
# Uncomment if you want prices updated before market close
|
||||
# echo ""
|
||||
# echo "--- Quick Price Update ---"
|
||||
# python scripts/fetch_sample_prices.py --days 5
|
||||
|
||||
echo ""
|
||||
echo "=========================================="
|
||||
echo " Update Complete - $(date)"
|
||||
echo "=========================================="
|
||||
|
||||
# Exit successfully even if some steps warned
|
||||
exit 0
|
||||
|
||||
Reference in New Issue
Block a user