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Author SHA1 Message Date
pselamy e5d6194947 fix: resolve .env.example variable interpolation and alembic env var mismatch (#62)
.env files don't support shell variable expansion, so DATABASE_URL and
REDIS_URL contained literal ${...} strings. Also alembic/env.py read
SQLALCHEMY_DATABASE_URL instead of DATABASE_URL.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-09 00:04:42 +00:00
13 changed files with 306 additions and 760 deletions
+250 -114
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@@ -2,103 +2,80 @@
**Detect informed money before the market moves.**
[![CI](https://github.com/pselamy/polymarket-insider-tracker/actions/workflows/ci.yml/badge.svg)](https://github.com/pselamy/polymarket-insider-tracker/actions/workflows/ci.yml)
[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
Real-time detection of suspicious trading patterns on Polymarket: fresh wallets, unusual sizing, niche-market activity, and funding chain analysis. Streams trades via WebSocket, profiles wallets on-chain (Polygon), scores risk with ML + heuristics, and dispatches alerts to Discord/Telegram.
[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)
---
## Quick Start (< 2 minutes)
## The Opportunity
### 1. Install
On January 3, 2026, a trader spotted a significant political event on Polymarket **before it happened**. How? Not by predicting the future, but by tracking suspicious trading behavior.
```bash
# Requires: Python 3.11+, Docker
git clone https://github.com/pselamy/polymarket-insider-tracker.git
cd polymarket-insider-tracker
uv sync --all-extras # or: pip install -e ".[dev]"
```
> "You don't need to predict the future, you need to track suspicious behavior."
> — [@DidiTrading](https://x.com/DidiTrading)
### 2. Start infrastructure
An insider wallet turned **$35,000 into $442,000** (12.6x return) by entering a position hours before a major market move. The tool that detected this activity flagged five separate alerts before the event occurred.
```bash
docker compose up -d # PostgreSQL 15 + Redis 7
docker compose ps # wait for healthy
```
### 3. Configure
```bash
cp .env.example .env
# Edit .env — only DATABASE_URL and REDIS_URL are required for local dev
# (defaults in .env.example work with docker compose)
```
### 4. Run migrations + start
```bash
uv run alembic upgrade head
uv run python -m polymarket_insider_tracker
```
You should see live trades within seconds:
```
INFO Connection state: disconnected -> connecting
INFO Connected to wss://ws-live-data.polymarket.com and subscribed to trades
DEBUG Trade: BUY 450 @ 1.00 on fifwc-ger-kor-2026-06-14-ger
DEBUG Trade: SELL 5 @ 0.86 on chi1-cd1-cdl-2026-06-14-draw
```
### CLI Options
```bash
python -m polymarket_insider_tracker --help
--version Show version
--config-check Validate configuration and exit
--log-level DEBUG Override log level
--dry-run Run pipeline without sending alerts
--health-port 8080 Override health check port
```
**This repository builds that tool.**
---
## Environment Variables
## What This Does
| Variable | Required | Default | Description |
|----------|----------|---------|-------------|
| `DATABASE_URL` | Yes | — | PostgreSQL connection string |
| `REDIS_URL` | No | `redis://localhost:6379` | Redis connection string |
| `POLYGON_RPC_URL` | No | `https://polygon-rpc.com` | Polygon RPC (public default works) |
| `POLYGON_FALLBACK_RPC_URL` | No | — | Fallback RPC endpoint |
| `POLYMARKET_WS_URL` | No | `wss://ws-live-data.polymarket.com` | WebSocket endpoint |
| `POLYMARKET_API_KEY` | No | — | Optional API key for higher rate limits |
| `DISCORD_WEBHOOK_URL` | No | — | Discord alerts |
| `TELEGRAM_BOT_TOKEN` | No | — | Telegram alerts (needs `TELEGRAM_CHAT_ID` too) |
| `TELEGRAM_CHAT_ID` | No | — | Telegram chat for alerts |
| `LOG_LEVEL` | No | `INFO` | Logging level |
| `DRY_RUN` | No | `false` | Skip sending alerts |
| `HEALTH_PORT` | No | `8080` | Health check HTTP port |
The Polymarket Insider Tracker monitors prediction market trading activity in real-time and identifies patterns that suggest informed trading:
No API keys are needed for basic operation — the Polymarket WebSocket and CLOB REST APIs are public.
| Signal | What It Detects | Why It Matters |
|--------|-----------------|----------------|
| **Fresh Wallets** | Brand new wallets making large trades | Insiders create new wallets to hide their identity |
| **Unusual Sizing** | Trades that are disproportionately large for the market | Informed traders bet bigger when they have edge |
| **Niche Markets** | Activity in low-volume, specific-outcome markets | Easier to have inside information on obscure events |
| **Funding Chains** | Where wallet funds originated from | Links seemingly separate wallets to the same entity |
When suspicious activity is detected, you receive an instant alert with actionable intelligence.
---
## What It Detects
## How It Works
| Signal | Detection Method | Threshold |
|--------|-----------------|-----------|
| **Fresh Wallets** | Wallet age < 48h, nonce <= 5, making trades > $1k | Confidence 0.5-0.9 |
| **Size Anomalies** | Trade size > 2% of 24h volume or > 5% of order book | Weighted by niche factor |
| **Niche Markets** | Low-volume markets (< $50k daily) with specific outcomes | 1.5x risk multiplier |
| **Funding Chains** | Trace wallet funding to known entities (exchanges, etc.) | On-chain lineage |
| **Sniper Clusters** | DBSCAN clustering of wallets entering within minutes | Coordinated behavior |
```
┌─────────────────┐ ┌──────────────────┐ ┌────────────────────┐
│ Polymarket API │────>│ Wallet Profiler │────>│ Anomaly Detector │
│ (Real-time) │ │ (Blockchain) │ │ (ML + Heuristics) │
└─────────────────┘ └──────────────────┘ └────────────────────┘
┌────────────────────────────┘
v
┌─────────────────────┐
│ Alert Dispatcher │───> Discord / Telegram / Email
│ "Fresh wallet │
│ buying YES @7.5¢ │
│ on niche market" │
└─────────────────────┘
```
Risk scoring combines signals with configurable weights (default threshold: 0.6). Multi-signal bonuses: 2 signals +20%, 3+ signals +30%.
### Detection Algorithms
### Sample Alert
1. **Fresh Wallet Detection**
- Checks wallet transaction history on Polygon
- Flags wallets with fewer than 5 lifetime transactions making trades over $1,000
- Traces funding source to identify if connected to known entities
2. **Liquidity Impact Analysis**
- Calculates trade size relative to market depth
- Flags trades consuming more than 2% of visible order book
- Weights by market category (niche markets score higher)
3. **Sniper Cluster Detection**
- Uses DBSCAN clustering to find wallets that consistently enter markets within minutes of creation
- Identifies coordinated behavior patterns
4. **Event Correlation**
- Cross-references trading activity with news feeds
- Detects positions opened 1-4 hours before related news breaks
---
## Sample Alert
```
SUSPICIOUS ACTIVITY DETECTED
@@ -122,62 +99,207 @@ Confidence: HIGH (3/4 signals triggered)
---
## Architecture
## Quick Start
```
Polymarket WebSocket ──> Ingestor ──> Profiler ──> Detector ──> Alerter
(wss://ws-live-data) (trades) (on-chain) (scoring) (Discord/TG)
|
Polygon RPC
```
### Prerequisites
### Components
- Python 3.11+
- Docker and Docker Compose
- Polygon RPC endpoint (Alchemy, QuickNode, or self-hosted)
- Polymarket API key (free at [docs.polymarket.com](https://docs.polymarket.com))
| Module | Purpose |
|--------|---------|
| `ingestor/` | WebSocket trade stream + CLOB REST client with rate limiting |
| `profiler/` | Polygon wallet analysis, entity identification, funding chain tracing |
| `detector/` | Fresh wallet, size anomaly, sniper cluster detection, composite risk scorer |
| `alerter/` | Multi-channel dispatch (Discord webhooks, Telegram bot) with dedup |
| `storage/` | SQLAlchemy ORM + Alembic migrations (PostgreSQL) |
| `pipeline.py` | Orchestrator wiring all components together |
| `shutdown.py` | Graceful SIGTERM/SIGINT handling with cleanup callbacks |
---
## Development
### Installation
```bash
uv run pytest # run tests
uv run ruff check src/ tests/ # lint
uv run ruff format src/ tests/ # format
uv run mypy src/ # type check (strict mode)
# Clone the repository
git clone https://github.com/pselamy/polymarket-insider-tracker.git
cd polymarket-insider-tracker
# Copy environment template
cp .env.example .env
# Edit .env with your API keys
# Start infrastructure (PostgreSQL, Redis)
docker compose up -d
# Wait for services to be healthy
docker compose ps
# Install Python dependencies
pip install -e .
# Run database migrations
alembic upgrade head
# Run the tracker
python -m src.main
```
### Docker Services
The development stack includes:
| Service | Port | Description |
|---------|------|-------------|
| PostgreSQL 15 | 5432 | Primary database |
| Redis 7 | 6379 | Caching and pub/sub |
| Adminer | 8080 | Database admin UI (optional, `--profile tools`) |
| RedisInsight | 5540 | Redis admin UI (optional, `--profile tools`) |
| Adminer | 8080 | Database admin UI (optional) |
| RedisInsight | 5540 | Redis admin UI (optional) |
```bash
# Start core services only
docker compose up -d
# Start with development tools (Adminer, RedisInsight)
docker compose --profile tools up -d
# View logs
docker compose logs -f
# Stop all services
docker compose down
# Stop and remove volumes (reset data)
docker compose down -v
```
### Configuration
```bash
# .env file
POLYGON_RPC_URL=https://polygon-mainnet.g.alchemy.com/v2/YOUR_KEY
POLYMARKET_API_KEY=your_polymarket_api_key
# Alert destinations (optional)
DISCORD_WEBHOOK_URL=https://discord.com/api/webhooks/...
TELEGRAM_BOT_TOKEN=your_bot_token
TELEGRAM_CHAT_ID=your_chat_id
# Detection thresholds
MIN_TRADE_SIZE_USDC=1000
FRESH_WALLET_MAX_NONCE=5
LIQUIDITY_IMPACT_THRESHOLD=0.02
```
---
## Troubleshooting
## Project Structure
**No trades received / silent connection**
The WebSocket subscription requires `action: "subscribe"` in the envelope. If you're on an older version, update — this was fixed in the WebSocket protocol alignment (see #89).
```
polymarket-insider-tracker/
├── src/
│ ├── ingestor/ # Real-time market data ingestion
│ │ ├── clob_client.py # Polymarket CLOB API wrapper
│ │ └── websocket.py # WebSocket event handler
│ ├── profiler/ # Wallet analysis
│ │ ├── analyzer.py # Core wallet profiling logic
│ │ ├── chain.py # Polygon blockchain client
│ │ └── funding.py # Funding chain tracer
│ ├── detector/ # Anomaly detection engines
│ │ ├── fresh_wallet.py
│ │ ├── size_anomaly.py
│ │ ├── sniper.py # DBSCAN clustering
│ │ └── scorer.py # Composite risk scoring
│ ├── alerter/ # Notification dispatch
│ │ ├── formatter.py # Alert message formatting
│ │ └── dispatcher.py # Multi-channel delivery
│ └── storage/ # Persistence layer
│ ├── models.py # SQLAlchemy models
│ └── repos.py # Repository pattern
├── tests/ # Test suite
├── scripts/
│ └── backtest.py # Historical analysis
├── docker-compose.yml
├── pyproject.toml
└── README.md
```
**Connection timeout / DNS errors**
Verify `wss://ws-live-data.polymarket.com` is reachable from your network. Some corporate firewalls block WebSocket connections.
---
**Database migration errors**
Ensure PostgreSQL is running (`docker compose ps`) and `DATABASE_URL` matches your docker-compose config. Run `uv run alembic upgrade head` after any schema changes.
## Roadmap
**Rate limiting on Polygon RPC**
The default public RPC (`https://polygon-rpc.com`) has low rate limits. For production use, set `POLYGON_RPC_URL` to a dedicated provider (Alchemy, QuickNode, etc.).
### Phase 1: Core Detection (Current)
- [x] Project structure and documentation
- [ ] Polymarket CLOB API integration
- [ ] Fresh wallet detection
- [ ] Size anomaly detection
- [ ] Basic alerting (Discord/Telegram)
### Phase 2: Advanced Intelligence
- [ ] Funding chain analysis
- [ ] Sniper cluster detection (DBSCAN)
- [ ] Market categorization (niche vs mainstream)
- [ ] Historical backtesting framework
### Phase 3: Production Hardening
- [ ] High-availability deployment
- [ ] Rate limit management
- [ ] False positive feedback loop
- [ ] Web dashboard
---
## Why This Matters
Prediction markets are becoming a critical source of real-time probability estimates for world events. As they grow, so does the incentive for informed actors to exploit information asymmetry.
This tool democratizes access to the same detection capabilities that sophisticated traders use. Whether you are:
- **A trader** looking for alpha signals
- **A researcher** studying market microstructure
- **A platform operator** monitoring for manipulation
...this tracker provides visibility into the hidden flows that move markets.
---
## Technical Background
### Polymarket Architecture
Polymarket is a prediction market platform built on Polygon (Ethereum L2). Key characteristics:
- **CLOB (Central Limit Order Book)**: Centralized matching engine for speed
- **On-chain Settlement**: Final trades settle on Polygon blockchain
- **USDC Collateral**: All positions denominated in USDC stablecoin
- **Binary Outcomes**: Shares priced between $0.00 and $1.00
### Data Sources
| Source | Purpose | Latency |
|--------|---------|---------|
| Polymarket CLOB API | Real-time trades, orderbook | Milliseconds |
| Polygon RPC | Wallet history, nonce, funding | 1-2 seconds |
| Market Metadata API | Market categorization | On-demand |
### Detection Challenges
1. **Sybil Resistance**: Insiders use fresh wallets per trade
2. **Rate Limits**: Polygon RPC calls require caching strategy
3. **Market Classification**: NLP needed to categorize market niches
4. **Timing**: CLOB data leads on-chain by seconds
---
## Contributing
Contributions are welcome! Please read our Contributing Guide before submitting PRs.
### Development Setup
```bash
# Install dev dependencies
pip install -e ".[dev]"
# Run tests
pytest
# Run linting
ruff check src/
# Run type checking
mypy src/
```
---
@@ -190,6 +312,20 @@ This software is provided for **educational and research purposes only**.
- Insider trading is illegal in regulated markets; this tool is for transparency and research
- Users are responsible for compliance with applicable laws
---
## License
MIT License - see [LICENSE](LICENSE) for details.
---
## Acknowledgments
- Inspired by [@DidiTrading](https://x.com/DidiTrading) and [@spacexbt](https://x.com/spacexbt)
- Built on the open Polymarket API ecosystem
- Community contributions welcome
---
**Questions?** Open an issue or start a discussion.
@@ -5,16 +5,16 @@ Revises:
Create Date: 2026-01-04 00:00:00.000000+00:00
"""
from collections.abc import Sequence
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "001_initial"
down_revision: str | None = None
branch_labels: str | Sequence[str] | None = None
depends_on: str | Sequence[str] | None = None
down_revision: Union[str, None] = None
branch_labels: Union[str, Sequence[str], None] = None
depends_on: Union[str, Sequence[str], None] = None
def upgrade() -> None:
+2
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@@ -1,3 +1,5 @@
version: "3.8"
services:
postgres:
image: postgres:15
@@ -1,113 +0,0 @@
# Skill: tracking-prediction-market-flow
Use when analyzing prediction market activity for informed-flow signals, insider
trading patterns, or suspicious wallet behavior on Polymarket.
## What This Tool Does
polymarket-insider-tracker streams real-time trades from Polymarket's WebSocket
feed, profiles trader wallets on the Polygon blockchain, and scores each trade
for informed-flow risk using multiple detection signals:
- **Fresh wallet detection**: New wallets (age < 48h, nonce <= 5) making large
trades (> $1k). Insiders create disposable wallets per trade.
- **Size anomaly detection**: Trades consuming > 2% of 24h volume or > 5% of
visible order book depth. Informed traders bet bigger when they have edge.
- **Niche market scoring**: Low-volume markets (< $50k daily) get a 1.5x risk
multiplier. Easier to have inside information on obscure events.
- **Funding chain analysis**: Traces wallet funding sources on-chain to link
seemingly separate wallets to the same entity or exchange.
- **Sniper cluster detection**: DBSCAN clustering identifies wallets that
consistently enter markets within minutes of creation.
Composite risk scoring combines signals with configurable weights (default
alert threshold: 0.6). Multi-signal bonuses: 2 signals +20%, 3+ signals +30%.
## Installation
```bash
git clone https://github.com/pselamy/polymarket-insider-tracker.git
cd polymarket-insider-tracker
uv sync --all-extras
docker compose up -d # PostgreSQL + Redis
cp .env.example .env # defaults work for local dev
uv run alembic upgrade head
```
No API keys required for basic operation (Polymarket APIs are public).
## Usage
```bash
# Start the tracker (streams trades, profiles wallets, scores risk, alerts)
uv run python -m polymarket_insider_tracker
# Dry run (no alerts sent)
uv run python -m polymarket_insider_tracker --dry-run
# Debug mode (see every trade)
uv run python -m polymarket_insider_tracker --log-level DEBUG
# Validate config without starting
uv run python -m polymarket_insider_tracker --config-check
```
## Interpreting Signals
### Risk Assessment Output
Each flagged trade produces a risk assessment with:
- **Confidence score** (0.0-1.0): Composite of weighted signals
- **Signal breakdown**: Which detectors fired and their individual confidence
- **Wallet profile**: Age, nonce, transaction count, funding source
- **Market context**: Volume, category, order book depth
### Signal Interpretation Guide
| Score Range | Interpretation | Action |
|-------------|---------------|--------|
| 0.6-0.7 | Moderate: single strong signal or two weak ones | Monitor, note the market |
| 0.7-0.85 | High: multiple signals converging | Investigate the market and wallet |
| 0.85-1.0 | Critical: fresh wallet + large size + niche market | High-confidence informed flow |
### What This Is NOT
- Not a trading signal generator. Informed flow != actionable alpha without
further analysis (hypothesis -> leakage-aware backtest -> capital).
- Not real-time enough for front-running. The tool detects patterns for
research and monitoring, not millisecond-level execution.
- Detection of informed flow does not prove insider trading. Many legitimate
reasons exist for the patterns this tool flags.
## Rate Limits and Etiquette
- **Polymarket WebSocket**: No explicit rate limit; one persistent connection.
Do not open multiple connections unnecessarily.
- **Polymarket CLOB REST**: Built-in rate limiter at 10 req/s with retry
backoff on 429/5xx. Respect this for metadata/orderbook queries.
- **Polygon RPC**: Public endpoints (polygon-rpc.com) have low limits. For
sustained use, configure a dedicated RPC provider via `POLYGON_RPC_URL`.
Built-in token-bucket rate limiter at 25 req/s with Redis caching (5min TTL).
## Known Pitfalls
1. **WebSocket subscription format**: Must include `action: "subscribe"` in the
envelope. Without it, the server accepts the connection but delivers zero
trade events (silent failure). Fixed in the current version.
2. **Message routing**: Live-data WebSocket pushes `{connection_id, payload:
{...trade fields}}`, not `{topic, type, payload}`. Route by checking for
`transactionHash` + `proxyWallet` keys in `payload`.
3. **Public RPC rate limits**: Default Polygon RPC will throttle under load.
Use a dedicated provider for production.
4. **Database required**: PostgreSQL + Redis must be running. Use
`docker compose up -d` for local dev.
## Cross-References
- **Repository**: https://github.com/pselamy/polymarket-insider-tracker
- **Issues**: https://github.com/pselamy/polymarket-insider-tracker/issues
- **Agent skill landing** (follow-on): selamy-labs/agent-skills
@@ -290,14 +290,12 @@ class AlertFormatter:
wallet_line += f" \\(Age: {age_hours:.0f}h\\)"
lines.append(wallet_line)
# Risk score — every numeric literal here must be escaped because
# MarkdownV2 treats `.` as a special character and rejects unescaped
# ones with `Bad Request: can't parse entities`.
score_str = self._escape_telegram_markdown(f"{assessment.weighted_score:.2f}")
lines.append(f"*Risk Score:* {score_str} \\({risk_level}\\)")
# Risk score
lines.append(f"*Risk Score:* {assessment.weighted_score:.2f} \\({risk_level}\\)")
# Market
market_title = trade.event_title or trade.market_slug or "Unknown Market"
# Escape special Telegram markdown characters
market_title_escaped = self._escape_telegram_markdown(market_title)
if "market" in links:
lines.append(f"*Market:* [{market_title_escaped}]({links['market']})")
@@ -305,16 +303,14 @@ class AlertFormatter:
lines.append(f"*Market:* {market_title_escaped}")
# Trade details
usdc_value = self._escape_telegram_markdown(format_usdc(trade.notional_value))
price_str = self._escape_telegram_markdown(f"{trade.price:.3f}")
side_escaped = self._escape_telegram_markdown(trade.side)
outcome_escaped = self._escape_telegram_markdown(trade.outcome)
lines.append(f"*Trade:* {side_escaped} {outcome_escaped} @ \\${price_str} \\| {usdc_value}")
usdc_value = format_usdc(trade.notional_value).replace("$", "\\$")
lines.append(
f"*Trade:* {trade.side} {trade.outcome} @ \\${trade.price:.3f} \\| {usdc_value}"
)
# Signals
if signals:
signals_escaped = [self._escape_telegram_markdown(s) for s in signals]
lines.append(f"*Signals:* {', '.join(signals_escaped)}")
lines.append(f"*Signals:* {', '.join(signals)}")
# Links
lines.append("")
+8 -25
View File
@@ -18,9 +18,7 @@ from pydantic_settings import BaseSettings, SettingsConfigDict
class DatabaseSettings(BaseSettings):
"""Database connection settings."""
model_config = SettingsConfigDict(
env_prefix="", env_file=".env", env_file_encoding="utf-8", extra="ignore"
)
model_config = SettingsConfigDict(env_prefix="")
url: str = Field(
alias="DATABASE_URL",
@@ -39,9 +37,7 @@ class DatabaseSettings(BaseSettings):
class RedisSettings(BaseSettings):
"""Redis connection settings."""
model_config = SettingsConfigDict(
env_prefix="", env_file=".env", env_file_encoding="utf-8", extra="ignore"
)
model_config = SettingsConfigDict(env_prefix="")
url: str = Field(
default="redis://localhost:6379",
@@ -61,9 +57,7 @@ class RedisSettings(BaseSettings):
class PolygonSettings(BaseSettings):
"""Polygon blockchain RPC settings."""
model_config = SettingsConfigDict(
env_prefix="POLYGON_", env_file=".env", env_file_encoding="utf-8", extra="ignore"
)
model_config = SettingsConfigDict(env_prefix="POLYGON_")
rpc_url: str = Field(
default="https://polygon-rpc.com",
@@ -90,9 +84,7 @@ class PolygonSettings(BaseSettings):
class PolymarketSettings(BaseSettings):
"""Polymarket API settings."""
model_config = SettingsConfigDict(
env_prefix="POLYMARKET_", env_file=".env", env_file_encoding="utf-8", extra="ignore"
)
model_config = SettingsConfigDict(env_prefix="POLYMARKET_")
ws_url: str = Field(
default="wss://ws-subscriptions-clob.polymarket.com/ws/market",
@@ -117,9 +109,7 @@ class PolymarketSettings(BaseSettings):
class DiscordSettings(BaseSettings):
"""Discord notification settings."""
model_config = SettingsConfigDict(
env_prefix="DISCORD_", env_file=".env", env_file_encoding="utf-8", extra="ignore"
)
model_config = SettingsConfigDict(env_prefix="DISCORD_")
webhook_url: SecretStr | None = Field(
default=None,
@@ -130,15 +120,13 @@ class DiscordSettings(BaseSettings):
@property
def enabled(self) -> bool:
"""Check if Discord notifications are enabled."""
return self.webhook_url is not None and bool(self.webhook_url.get_secret_value().strip())
return self.webhook_url is not None
class TelegramSettings(BaseSettings):
"""Telegram notification settings."""
model_config = SettingsConfigDict(
env_prefix="TELEGRAM_", env_file=".env", env_file_encoding="utf-8", extra="ignore"
)
model_config = SettingsConfigDict(env_prefix="TELEGRAM_")
bot_token: SecretStr | None = Field(
default=None,
@@ -154,12 +142,7 @@ class TelegramSettings(BaseSettings):
@property
def enabled(self) -> bool:
"""Check if Telegram notifications are enabled."""
return (
self.bot_token is not None
and bool(self.bot_token.get_secret_value().strip())
and self.chat_id is not None
and bool(self.chat_id.strip())
)
return self.bot_token is not None and self.chat_id is not None
class Settings(BaseSettings):
@@ -11,7 +11,7 @@ import logging
from collections.abc import Callable
from dataclasses import dataclass
from datetime import UTC, datetime
from enum import StrEnum
from enum import Enum
from redis.asyncio import Redis
@@ -27,7 +27,7 @@ DEFAULT_CACHE_TTL_SECONDS = 600 # 10 minutes
DEFAULT_REDIS_KEY_PREFIX = "polymarket:market:"
class SyncState(StrEnum):
class SyncState(str, Enum):
"""State of the metadata synchronizer."""
STOPPED = "stopped"
@@ -86,7 +86,7 @@ class Orderbook:
bids: tuple[OrderbookLevel, ...]
asks: tuple[OrderbookLevel, ...]
tick_size: Decimal
timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
timestamp: datetime = field(default_factory=datetime.utcnow)
@classmethod
def from_clob_orderbook(cls, orderbook: Any) -> "Orderbook":
@@ -9,9 +9,8 @@ from dataclasses import dataclass
from enum import Enum
from typing import Any
import websockets
from websockets.asyncio.client import ClientConnection
from websockets.asyncio.client import connect as ws_connect
from websockets.exceptions import ConnectionClosed
from polymarket_insider_tracker.ingestor.models import TradeEvent
@@ -150,14 +149,14 @@ class TradeStreamHandler:
elif self._market_filter:
subscription["filters"] = json.dumps({"market_slug": self._market_filter})
return {"action": "subscribe", "subscriptions": [subscription]}
return {"subscriptions": [subscription]}
async def _connect(self) -> ClientConnection:
"""Establish WebSocket connection."""
await self._set_state(ConnectionState.CONNECTING)
try:
ws = await ws_connect(
ws = await websockets.connect(
self._host,
ping_interval=self._ping_interval,
ping_timeout=self._ping_interval * 2,
@@ -183,13 +182,12 @@ class TradeStreamHandler:
try:
data = json.loads(message)
# ws-live-data pushes {connection_id, payload:{...trade fields}}
payload = data.get("payload")
if (
isinstance(payload, dict)
and "transactionHash" in payload
and "proxyWallet" in payload
):
# Check if this is a trade message
topic = data.get("topic")
msg_type = data.get("type")
if topic == "activity" and msg_type == "trades":
payload = data.get("payload", {})
trade = TradeEvent.from_websocket_message(payload)
self._stats.trades_received += 1
@@ -209,7 +207,8 @@ class TradeStreamHandler:
logger.error("Error in trade callback: %s", e)
else:
logger.debug("Received non-trade message: %s", str(data)[:120])
# Log other message types for debugging
logger.debug("Received message: topic=%s type=%s", topic, msg_type)
except json.JSONDecodeError as e:
logger.warning("Invalid JSON message: %s", e)
@@ -228,7 +227,7 @@ class TradeStreamHandler:
else:
logger.debug("Received binary message (%d bytes)", len(message))
except ConnectionClosed as e:
except websockets.ConnectionClosed as e:
logger.warning("Connection closed: %s", e)
raise
except Exception as e:
@@ -285,7 +284,7 @@ class TradeStreamHandler:
while self._running:
try:
await self._listen(self._ws)
except (ConnectionClosed, Exception) as e:
except (websockets.ConnectionClosed, Exception) as e:
if not self._running:
break
+2 -75
View File
@@ -11,7 +11,7 @@ import contextlib
import logging
from dataclasses import dataclass
from datetime import UTC, datetime
from enum import StrEnum
from enum import Enum
from typing import TYPE_CHECKING
from redis.asyncio import Redis
@@ -29,14 +29,7 @@ from polymarket_insider_tracker.ingestor.metadata_sync import MarketMetadataSync
from polymarket_insider_tracker.ingestor.websocket import TradeStreamHandler
from polymarket_insider_tracker.profiler.analyzer import WalletAnalyzer
from polymarket_insider_tracker.profiler.chain import PolygonClient
from polymarket_insider_tracker.profiler.funding import FundingTracer
from polymarket_insider_tracker.storage.database import DatabaseManager
from polymarket_insider_tracker.storage.repos import (
FundingRepository,
FundingTransferDTO,
WalletProfileDTO,
WalletRepository,
)
if TYPE_CHECKING:
from typing import Any
@@ -50,7 +43,7 @@ if TYPE_CHECKING:
logger = logging.getLogger(__name__)
class PipelineState(StrEnum):
class PipelineState(str, Enum):
"""Pipeline lifecycle states."""
STOPPED = "stopped"
@@ -127,7 +120,6 @@ class Pipeline:
self._alert_formatter: AlertFormatter | None = None
self._alert_dispatcher: AlertDispatcher | None = None
self._trade_stream: TradeStreamHandler | None = None
self._funding_tracer: FundingTracer | None = None
# Synchronization
self._stop_event: asyncio.Event | None = None
@@ -241,10 +233,6 @@ class Pipeline:
redis=self._redis,
)
# Initialize Funding Tracer
logger.debug("Initializing funding tracer...")
self._funding_tracer = FundingTracer(self._polygon_client)
# Initialize Detectors
logger.debug("Initializing detectors...")
self._fresh_wallet_detector = FreshWalletDetector(self._wallet_analyzer)
@@ -377,10 +365,6 @@ class Pipeline:
self._detect_size_anomaly(trade),
)
# Persist wallet profile and funding data when a fresh wallet is detected
if fresh_signal is not None:
await self._persist_wallet_and_funding(fresh_signal)
# Bundle signals
bundle = SignalBundle(
trade_event=trade,
@@ -398,63 +382,6 @@ class Pipeline:
self._stats.errors += 1
self._stats.last_error = str(e)
async def _persist_wallet_and_funding(self, signal: FreshWalletSignal) -> None:
"""Persist wallet profile and funding transfers to Postgres.
Called when a fresh wallet signal is detected. Upserts the wallet
profile and traces/inserts any funding transfers found on-chain.
Args:
signal: The fresh wallet signal containing the wallet profile.
"""
if not self._db_manager:
return
profile = signal.wallet_profile
address = profile.address
try:
async with self._db_manager.get_async_session() as session:
# Persist wallet profile
wallet_repo = WalletRepository(session)
dto = WalletProfileDTO(
address=address,
nonce=profile.nonce,
first_seen_at=profile.first_seen,
is_fresh=profile.is_fresh,
matic_balance=profile.matic_balance,
usdc_balance=profile.usdc_balance,
analyzed_at=profile.analyzed_at,
)
await wallet_repo.upsert(dto)
# Trace and persist funding transfers
if self._funding_tracer:
chain = await self._funding_tracer.trace(address)
if chain.chain:
funding_repo = FundingRepository(session)
funding_dtos = [
FundingTransferDTO(
from_address=t.from_address,
to_address=t.to_address,
amount=t.amount,
token=t.token,
tx_hash=t.tx_hash,
block_number=t.block_number,
timestamp=t.timestamp,
)
for t in chain.chain
]
await funding_repo.insert_many(funding_dtos)
logger.debug(
"Persisted wallet profile and %d funding transfers for %s",
len(chain.chain) if self._funding_tracer and chain.chain else 0,
address[:10] + "...",
)
except Exception as e:
logger.warning("Failed to persist wallet/funding data for %s: %s", address, e)
async def _detect_fresh_wallet(self, trade: TradeEvent) -> FreshWalletSignal | None:
"""Run fresh wallet detection."""
if not self._fresh_wallet_detector:
+2 -17
View File
@@ -409,27 +409,12 @@ class TestTelegramMarkdown:
assert "`0x1234...5678`" in result.telegram_markdown
def test_telegram_includes_risk_score(self, high_risk_assessment: RiskAssessment) -> None:
"""Test that Telegram message includes risk score, MarkdownV2-escaped."""
"""Test that Telegram message includes risk score."""
formatter = AlertFormatter()
result = formatter.format(high_risk_assessment)
# MarkdownV2 requires `.` to be escaped, so 0.82 becomes 0\.82.
assert "0\\.82" in result.telegram_markdown
assert "0.82" in result.telegram_markdown
assert "HIGH" in result.telegram_markdown
def test_telegram_escapes_all_decimals(self, high_risk_assessment: RiskAssessment) -> None:
"""Telegram MarkdownV2 rejects unescaped `.` in dynamic numeric
fields (risk score, price, USDC amount). All must be present in
their escaped form."""
formatter = AlertFormatter()
result = formatter.format(high_risk_assessment)
md = result.telegram_markdown
for unescaped in ("0.82", "0.075", "15,000.00"):
assert unescaped not in md, (
f"unescaped {unescaped!r} would be rejected by Telegram MarkdownV2: {md!r}"
)
for escaped in ("0\\.82", "0\\.075", "15,000\\.00"):
assert escaped in md, f"missing escaped {escaped!r} in {md!r}"
def test_telegram_includes_links(self, high_risk_assessment: RiskAssessment) -> None:
"""Test that Telegram message includes links."""
formatter = AlertFormatter()
+14 -49
View File
@@ -84,10 +84,7 @@ class TestTradeStreamHandler:
"""Test building subscription message without filters."""
msg = handler._build_subscription_message()
assert msg == {
"action": "subscribe",
"subscriptions": [{"topic": "activity", "type": "trades"}],
}
assert msg == {"subscriptions": [{"topic": "activity", "type": "trades"}]}
def test_build_subscription_message_with_event_filter(self, on_trade_mock: AsyncMock) -> None:
"""Test building subscription message with event filter."""
@@ -113,10 +110,11 @@ class TestTradeStreamHandler:
async def test_handle_message_trade(
self, handler: TradeStreamHandler, on_trade_mock: AsyncMock
) -> None:
"""Test handling a valid trade message (payload-based routing)."""
"""Test handling a valid trade message."""
message = json.dumps(
{
"connection_id": "abc123",
"topic": "activity",
"type": "trades",
"payload": {
"conditionId": "0xmarket",
"transactionHash": "0xtx",
@@ -144,10 +142,11 @@ class TestTradeStreamHandler:
async def test_handle_message_non_trade(
self, handler: TradeStreamHandler, on_trade_mock: AsyncMock
) -> None:
"""Test handling a non-trade message (no transactionHash/proxyWallet)."""
"""Test handling a non-trade message."""
message = json.dumps(
{
"connection_id": "abc123",
"topic": "comments",
"type": "comment_created",
"payload": {"body": "Hello"},
}
)
@@ -157,35 +156,6 @@ class TestTradeStreamHandler:
on_trade_mock.assert_not_called()
assert handler.stats.trades_received == 0
@pytest.mark.asyncio
async def test_handle_message_payload_missing_proxy_wallet(
self, handler: TradeStreamHandler, on_trade_mock: AsyncMock
) -> None:
"""Ratchet: payload with transactionHash but no proxyWallet is not a trade."""
message = json.dumps(
{
"connection_id": "abc",
"payload": {"transactionHash": "0xtx", "other": "field"},
}
)
await handler._handle_message(message)
on_trade_mock.assert_not_called()
assert handler.stats.trades_received == 0
@pytest.mark.asyncio
async def test_handle_message_no_payload_key(
self, handler: TradeStreamHandler, on_trade_mock: AsyncMock
) -> None:
"""Ratchet: message without payload key is ignored."""
message = json.dumps({"connection_id": "abc", "status": "ok"})
await handler._handle_message(message)
on_trade_mock.assert_not_called()
assert handler.stats.trades_received == 0
@pytest.mark.asyncio
async def test_handle_message_invalid_json(
self, handler: TradeStreamHandler, on_trade_mock: AsyncMock
@@ -205,7 +175,8 @@ class TestTradeStreamHandler:
message = json.dumps(
{
"connection_id": "abc",
"topic": "activity",
"type": "trades",
"payload": {
"conditionId": "0x",
"transactionHash": "0x",
@@ -260,18 +231,14 @@ class TestTradeStreamHandler:
mock_ws = AsyncMock()
mock_ws.send = AsyncMock()
with patch(
"polymarket_insider_tracker.ingestor.websocket.ws_connect",
AsyncMock(return_value=mock_ws),
):
with patch("websockets.connect", AsyncMock(return_value=mock_ws)):
ws = await handler._connect()
assert ws is mock_ws
mock_ws.send.assert_called_once()
# Verify subscription message includes action: subscribe
# Verify subscription message
sent_msg = json.loads(mock_ws.send.call_args[0][0])
assert sent_msg["action"] == "subscribe"
assert "subscriptions" in sent_msg
assert sent_msg["subscriptions"][0]["topic"] == "activity"
assert sent_msg["subscriptions"][0]["type"] == "trades"
@@ -322,7 +289,8 @@ class TestTradeStreamHandlerIntegration:
trade_message = json.dumps(
{
"connection_id": "test-conn",
"topic": "activity",
"type": "trades",
"payload": {
"conditionId": "0xtest",
"transactionHash": "0xtx",
@@ -365,10 +333,7 @@ class TestTradeStreamHandlerIntegration:
mock_ws = MockWebSocket(handler, trade_message)
with patch(
"polymarket_insider_tracker.ingestor.websocket.ws_connect",
AsyncMock(return_value=mock_ws),
):
with patch("websockets.connect", AsyncMock(return_value=mock_ws)):
# Run with timeout to prevent hanging
try:
await asyncio.wait_for(handler.start(), timeout=1.0)
-334
View File
@@ -1,334 +0,0 @@
"""Tests verifying wallet and funding data persistence in the pipeline.
These tests confirm that running the live pipeline writes rows into
wallet_profiles and funding_transfers tables when fresh wallets are detected.
"""
from __future__ import annotations
from datetime import UTC, datetime
from decimal import Decimal
from unittest.mock import AsyncMock, MagicMock
import pytest
from sqlalchemy import select
from sqlalchemy.ext.asyncio import async_sessionmaker, create_async_engine
from polymarket_insider_tracker.config import Settings
from polymarket_insider_tracker.detector.models import FreshWalletSignal
from polymarket_insider_tracker.ingestor.models import TradeEvent
from polymarket_insider_tracker.pipeline import Pipeline
from polymarket_insider_tracker.profiler.models import FundingChain, FundingTransfer, WalletProfile
from polymarket_insider_tracker.storage.database import DatabaseManager
from polymarket_insider_tracker.storage.models import Base, FundingTransferModel, WalletProfileModel
@pytest.fixture
def mock_settings():
"""Create mock settings for testing."""
redis = MagicMock()
redis.url = "redis://localhost:6379"
database = MagicMock()
database.url = "sqlite+aiosqlite:///:memory:"
polygon = MagicMock()
polygon.rpc_url = "https://polygon-rpc.com"
polygon.fallback_rpc_url = None
polymarket = MagicMock()
polymarket.ws_url = "wss://ws-subscriptions-clob.polymarket.com/ws/market"
polymarket.api_key = None
discord = MagicMock()
discord.enabled = False
discord.webhook_url = None
telegram = MagicMock()
telegram.enabled = False
telegram.bot_token = None
telegram.chat_id = None
settings = MagicMock(spec=Settings)
settings.redis = redis
settings.database = database
settings.polygon = polygon
settings.polymarket = polymarket
settings.discord = discord
settings.telegram = telegram
settings.dry_run = True
return settings
@pytest.fixture
async def async_engine():
"""Create an async SQLite engine for testing."""
engine = create_async_engine("sqlite+aiosqlite:///:memory:", echo=False)
async with engine.begin() as conn:
await conn.run_sync(Base.metadata.create_all)
yield engine
await engine.dispose()
@pytest.fixture
async def db_manager(async_engine):
"""Create a DatabaseManager backed by the in-memory SQLite engine."""
manager = DatabaseManager.__new__(DatabaseManager)
manager.database_url = "sqlite+aiosqlite:///:memory:"
manager.async_mode = True
manager._pool_size = 5
manager._max_overflow = 10
manager._echo = False
manager._sync_engine = None
manager._async_engine = async_engine
manager._sync_session_factory = None
manager._async_session_factory = async_sessionmaker(bind=async_engine, expire_on_commit=False)
return manager
@pytest.fixture
def sample_trade():
"""Create a sample trade event."""
return TradeEvent(
trade_id="0x" + "a" * 64,
wallet_address="0x" + "b" * 40,
market_id="0x" + "c" * 64,
asset_id="asset_123",
side="BUY",
price=Decimal("0.65"),
size=Decimal("5000"),
timestamp=datetime.now(UTC),
outcome="Yes",
outcome_index=0,
event_title="Test Market",
market_slug="test-market",
)
@pytest.fixture
def sample_profile():
"""Create a sample fresh wallet profile."""
return WalletProfile(
address="0x" + "b" * 40,
nonce=2,
first_seen=datetime(2026, 3, 31, 12, 0, 0, tzinfo=UTC),
age_hours=1.5,
is_fresh=True,
total_tx_count=2,
matic_balance=Decimal("1000000000000000000"),
usdc_balance=Decimal("5000000000"),
fresh_threshold=5,
)
@pytest.fixture
def sample_funding_chain():
"""Create a sample funding chain with one transfer."""
return FundingChain(
target_address="0x" + "b" * 40,
chain=[
FundingTransfer(
from_address="0x" + "d" * 40,
to_address="0x" + "b" * 40,
amount=Decimal("5000000000"),
token="USDC",
tx_hash="0x" + "e" * 64,
block_number=12345678,
timestamp=datetime(2026, 3, 31, 11, 0, 0, tzinfo=UTC),
),
],
origin_address="0x" + "d" * 40,
origin_type="cex_binance",
hop_count=1,
)
class TestPipelinePersistence:
"""Tests that the pipeline persists wallet and funding data to Postgres."""
@pytest.mark.asyncio
async def test_on_trade_persists_wallet_profile(
self, mock_settings, db_manager, sample_trade, sample_profile, async_engine
):
"""When a fresh wallet signal fires, the wallet profile is written to wallet_profiles."""
pipeline = Pipeline(mock_settings)
pipeline._db_manager = db_manager
fresh_signal = FreshWalletSignal(
trade_event=sample_trade,
wallet_profile=sample_profile,
confidence=0.8,
factors={"base": 0.5, "brand_new": 0.2},
)
pipeline._fresh_wallet_detector = MagicMock()
pipeline._fresh_wallet_detector.analyze = AsyncMock(return_value=fresh_signal)
pipeline._size_anomaly_detector = MagicMock()
pipeline._size_anomaly_detector.analyze = AsyncMock(return_value=None)
pipeline._funding_tracer = MagicMock()
pipeline._funding_tracer.trace = AsyncMock(
return_value=FundingChain(target_address=sample_profile.address)
)
pipeline._risk_scorer = MagicMock()
pipeline._risk_scorer.assess = AsyncMock(
return_value=MagicMock(should_alert=False, weighted_score=0.3)
)
pipeline._alert_formatter = MagicMock()
pipeline._alert_dispatcher = MagicMock()
await pipeline._on_trade(sample_trade)
# Verify wallet_profiles has a row
async with async_sessionmaker(bind=async_engine, expire_on_commit=False)() as session:
result = await session.execute(select(WalletProfileModel))
rows = result.scalars().all()
assert len(rows) == 1
assert rows[0].address == sample_profile.address.lower()
assert rows[0].nonce == sample_profile.nonce
assert rows[0].is_fresh is True
@pytest.mark.asyncio
async def test_on_trade_persists_funding_transfers(
self,
mock_settings,
db_manager,
sample_trade,
sample_profile,
sample_funding_chain,
async_engine,
):
"""When a fresh wallet signal fires, funding transfers are written to funding_transfers."""
pipeline = Pipeline(mock_settings)
pipeline._db_manager = db_manager
fresh_signal = FreshWalletSignal(
trade_event=sample_trade,
wallet_profile=sample_profile,
confidence=0.8,
factors={"base": 0.5, "brand_new": 0.2},
)
pipeline._fresh_wallet_detector = MagicMock()
pipeline._fresh_wallet_detector.analyze = AsyncMock(return_value=fresh_signal)
pipeline._size_anomaly_detector = MagicMock()
pipeline._size_anomaly_detector.analyze = AsyncMock(return_value=None)
pipeline._funding_tracer = MagicMock()
pipeline._funding_tracer.trace = AsyncMock(return_value=sample_funding_chain)
pipeline._risk_scorer = MagicMock()
pipeline._risk_scorer.assess = AsyncMock(
return_value=MagicMock(should_alert=False, weighted_score=0.3)
)
pipeline._alert_formatter = MagicMock()
pipeline._alert_dispatcher = MagicMock()
await pipeline._on_trade(sample_trade)
# Verify funding_transfers has a row
async with async_sessionmaker(bind=async_engine, expire_on_commit=False)() as session:
result = await session.execute(select(FundingTransferModel))
rows = result.scalars().all()
assert len(rows) == 1
assert rows[0].to_address == ("0x" + "b" * 40).lower()
assert rows[0].from_address == ("0x" + "d" * 40).lower()
assert rows[0].token == "USDC"
assert rows[0].tx_hash == ("0x" + "e" * 64).lower()
@pytest.mark.asyncio
async def test_no_persistence_without_fresh_signal(
self, mock_settings, db_manager, sample_trade, async_engine
):
"""No rows written when fresh wallet signal is None (wallet not fresh)."""
pipeline = Pipeline(mock_settings)
pipeline._db_manager = db_manager
pipeline._fresh_wallet_detector = MagicMock()
pipeline._fresh_wallet_detector.analyze = AsyncMock(return_value=None)
pipeline._size_anomaly_detector = MagicMock()
pipeline._size_anomaly_detector.analyze = AsyncMock(return_value=None)
await pipeline._on_trade(sample_trade)
async with async_sessionmaker(bind=async_engine, expire_on_commit=False)() as session:
wallets = (await session.execute(select(WalletProfileModel))).scalars().all()
transfers = (await session.execute(select(FundingTransferModel))).scalars().all()
assert len(wallets) == 0
assert len(transfers) == 0
@pytest.mark.asyncio
async def test_persistence_failure_does_not_break_pipeline(
self, mock_settings, sample_trade, sample_profile
):
"""Persistence errors are caught and don't crash trade processing."""
pipeline = Pipeline(mock_settings)
# Use a broken db_manager that raises on get_async_session
broken_db = MagicMock()
broken_db.get_async_session = MagicMock(side_effect=Exception("DB connection failed"))
pipeline._db_manager = broken_db
fresh_signal = FreshWalletSignal(
trade_event=sample_trade,
wallet_profile=sample_profile,
confidence=0.8,
factors={"base": 0.5},
)
pipeline._fresh_wallet_detector = MagicMock()
pipeline._fresh_wallet_detector.analyze = AsyncMock(return_value=fresh_signal)
pipeline._size_anomaly_detector = MagicMock()
pipeline._size_anomaly_detector.analyze = AsyncMock(return_value=None)
pipeline._funding_tracer = MagicMock()
pipeline._risk_scorer = MagicMock()
pipeline._risk_scorer.assess = AsyncMock(
return_value=MagicMock(should_alert=False, weighted_score=0.3)
)
pipeline._alert_formatter = MagicMock()
pipeline._alert_dispatcher = MagicMock()
# Should not raise
await pipeline._on_trade(sample_trade)
assert pipeline.stats.trades_processed == 1
@pytest.mark.asyncio
async def test_duplicate_funding_transfers_are_skipped(
self,
mock_settings,
db_manager,
sample_trade,
sample_profile,
sample_funding_chain,
async_engine,
):
"""Processing the same trade twice should not duplicate funding transfer rows."""
pipeline = Pipeline(mock_settings)
pipeline._db_manager = db_manager
fresh_signal = FreshWalletSignal(
trade_event=sample_trade,
wallet_profile=sample_profile,
confidence=0.8,
factors={"base": 0.5},
)
pipeline._fresh_wallet_detector = MagicMock()
pipeline._fresh_wallet_detector.analyze = AsyncMock(return_value=fresh_signal)
pipeline._size_anomaly_detector = MagicMock()
pipeline._size_anomaly_detector.analyze = AsyncMock(return_value=None)
pipeline._funding_tracer = MagicMock()
pipeline._funding_tracer.trace = AsyncMock(return_value=sample_funding_chain)
pipeline._risk_scorer = MagicMock()
pipeline._risk_scorer.assess = AsyncMock(
return_value=MagicMock(should_alert=False, weighted_score=0.3)
)
pipeline._alert_formatter = MagicMock()
pipeline._alert_dispatcher = MagicMock()
# Process same trade twice
await pipeline._on_trade(sample_trade)
await pipeline._on_trade(sample_trade)
# Should still have only 1 funding transfer (duplicate skipped)
async with async_sessionmaker(bind=async_engine, expire_on_commit=False)() as session:
result = await session.execute(select(FundingTransferModel))
rows = result.scalars().all()
assert len(rows) == 1