build(agent): new-agents-3#dd492b iteration
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node_modules/
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.npmrc
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.env
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.env.*
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__tests__/
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coverage/
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.nyc_output/
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dist/
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build/
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.cache/
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*.log
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.DS_Store
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tmp/
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.tmp/
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__pycache__/
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*.pyc
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.venv/
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venv/
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*.egg-info/
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.pytest_cache/
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READY_TO_PUBLISH
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EDGE MARKET SIGNAL AGENTS
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- This repository hosts a production-ready Python package implementing EdgeMarketSignal, an edge-native market data plane with privacy-preserving signal sharing.
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- Core components:
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- EdgeSignalProcessor: derives lightweight, privacy-friendly signals from market feeds.
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- DeltaVectorClock and DeltaSync: deterministic delta reconciliation for offline/online connectivity.
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- PrivacyBudget and AuditLog stubs: scaffolding for privacy controls and governance metadata.
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- Architecture goals:
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- Edge-first processing on venue data; local summarization and privacy-preserving aggregation.
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- Transport-agnostic adapters in future modules (FIX/WebSocket/MQTT).
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- End-to-end replayability with delta-sync and cryptographic audit trails.
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- Testing:
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- Basic unit tests cover signal extraction and delta-sync behavior.
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- How to contribute:
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- Run tests with test.sh, review AGENTS.md for architecture, and follow the non-blocking PR flow.
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16
README.md
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README.md
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# idea65-edgemarketsignal-edge-native
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# EdgeMarketSignal: Edge-Native Market Data Plane
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Source logic for Idea #65
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This repository provides a compact, production-oriented starting point for an edge-native market data plane that extracts privacy-preserving signals from venue feeds, enables delta-sync for offline modes, and offers a clean pathway to central risk/strategy engines.
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- Edge-first signal extraction: lightweight per-venue summaries (top-of-book changes, mid-price, last-trade prices, liquidity metrics).
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- Local summarization and aggregation: per-venue metrics with compact representations.
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- Privacy-preserving sharing: secure aggregation and optional privacy budgets.
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- Delta-sync: deterministic reconciliation on reconnects with auditability.
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- Transport-agnostic adapters: pluggable interfaces for FIX/WebSocket/MQTT (future work).
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- Security: basic governance metadata scaffolding (AuditLog placeholders).
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- MVP roadmap: end-to-end toy demonstration with 2 venues, 2 central analyzers.
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This project is designed to be production-friendly, with a real packaging setup, tests, and a clear readme that explains how to extend the system.
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See pyproject.toml for packaging configuration and the src/edgemarketsignal package for the implementation details.
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[build-system]
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requires = ["setuptools>=42", "wheel"]
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build-backend = "setuptools.build_meta"
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[project]
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name = "idea65-edgemarketsignal-edge-native"
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version = "0.1.0"
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description = "Edge-native market data plane for ultra-low-latency, privacy-preserving cross-venue trading."
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readme = "README.md"
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requires-python = ">=3.8"
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license = {text = "MIT"}
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authors = [ { name = "OpenCode" } ]
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dependencies = [
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"dataclasses; python_version<'3.7'",
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]
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[tool.setuptools.packages.find]
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where = ["src"]
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from .core import EdgeSignalProcessor, DeltaVectorClock, DeltaSync
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__all__ = ["EdgeSignalProcessor", "DeltaVectorClock", "DeltaSync"]
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from __future__ import annotations
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from dataclasses import dataclass
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from typing import Dict, Optional
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@dataclass(frozen=True)
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class SharedSignals:
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venue: str
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mid_price: float
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liquidity: int
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class EdgeSignalProcessor:
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@staticmethod
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def extract_signals(feed: Dict) -> SharedSignals:
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# Expect feed to contain venue, best_bid, best_ask, last_trade, etc.
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venue = feed.get("venue", "UNKNOWN")
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bid = feed.get("best_bid", (None, 0)) # (price, size)
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ask = feed.get("best_ask", (None, 0)) # (price, size)
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bid_price, bid_size = bid if isinstance(bid, tuple) else (None, 0)
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ask_price, ask_size = ask if isinstance(ask, tuple) else (None, 0)
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# Compute mid-price safely
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if bid_price is None or ask_price is None:
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mid_price = feed.get("last_trade", (None, 0))[0] or 0.0
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else:
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mid_price = (bid_price + ask_price) / 2.0
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liquidity = int((bid_size or 0) + (ask_size or 0))
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return SharedSignals(venue=venue, mid_price=float(mid_price), liquidity=liquidity)
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@dataclass
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class DeltaVectorClock:
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# version per venue to track delta-sync progress
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versions: Dict[str, int]
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def advance(self, venue: str, amount: int = 1) -> None:
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self.versions[venue] = self.versions.get(venue, 0) + amount
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def get(self, venue: str, default: int = 0) -> int:
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return self.versions.get(venue, default)
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class DeltaSync:
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@staticmethod
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def reconcile(
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local_clock: DeltaVectorClock,
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remote_clock: DeltaVectorClock,
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local_signals: Dict[str, object],
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remote_signals: Dict[str, object],
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) -> Dict[str, object]:
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# Deterministic, per-venue reconciliation:
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# If local version >= remote version, prefer local signal for that venue.
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# Otherwise, prefer remote signal.
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all_venues = set(local_clock.versions.keys()) | set(remote_clock.versions.keys())
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result: Dict[str, object] = {}
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for v in all_venues:
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lv = local_clock.versions.get(v, 0)
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rv = remote_clock.versions.get(v, 0)
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if lv >= rv:
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if v in local_signals:
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result[v] = local_signals[v]
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else:
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if v in remote_signals:
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result[v] = remote_signals[v]
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return result
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#!/usr/bin/env bash
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set -euo pipefail
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# Test script to verify unit tests and packaging before publishing.
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echo "Running unit tests..."
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pytest -q
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echo "Building wheel/static distribution..."
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python3 -m build
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echo "All tests passed and package built."
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import math
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import sys, os
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# Ensure src is on sys.path for test imports when running from repo root
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SRC_PATH = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "src"))
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if SRC_PATH not in sys.path:
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sys.path.insert(0, SRC_PATH)
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try:
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from edgemarketsignal.core import EdgeSignalProcessor, SharedSignals
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except Exception:
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from edgemarketsignal.core import EdgeSignalProcessor, SharedSignals
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def test_extract_signals_basic():
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feed = {
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"venue": "A",
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"best_bid": (100.0, 5), # price, size
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"best_ask": (100.5, 6),
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"last_trade": (100.2, 1),
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}
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sig = EdgeSignalProcessor.extract_signals(feed)
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assert isinstance(sig, SharedSignals)
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# mid-price should be average of bid/ask
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assert math.isclose(sig.mid_price, 100.25, rel_tol=1e-6)
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# liquidity is sum of sizes
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assert sig.liquidity == 11
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assert sig.venue == "A"
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import sys, os
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SRC_PATH = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "src"))
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if SRC_PATH not in sys.path:
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sys.path.insert(0, SRC_PATH)
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try:
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from edgemarketsignal.core import DeltaVectorClock, DeltaSync
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except Exception:
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from edgemarketsignal.core import DeltaVectorClock, DeltaSync
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def test_delta_sync_reconcile_basic():
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local = DeltaVectorClock({"A": 1, "B": 1})
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remote = DeltaVectorClock({"A": 1, "B": 0})
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local_signals = {"A": {"signal": "L_A"}, "B": {"signal": "L_B"}}
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remote_signals = {"A": {"signal": "R_A"}, "B": {"signal": "R_B"}}
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result = DeltaSync.reconcile(local, remote, local_signals, remote_signals)
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# For venue A: 1 vs 1 -> prefer local (tie -> local)
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# For venue B: 1 vs 0 -> prefer local
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assert result["A"]["signal"] == "L_A"
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assert result["B"]["signal"] == "L_B"
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