From 9ae68c684341924dfb6967d45ee25293105f7714 Mon Sep 17 00:00:00 2001
From: Kelvin FH Loh <dotcal604@me.com>
Date: Sat, 7 Jun 2025 14:23:05 -0700
Subject: [PATCH] Add IBKR to OpenAI Operator script

---
 README.md                   | 26 ++++++++++++++++-
 scripts/ibkr_to_operator.py | 57 +++++++++++++++++++++++++++++++++++++
 2 files changed, 82 insertions(+), 1 deletion(-)
 create mode 100644 scripts/ibkr_to_operator.py

diff --git a/README.md b/README.md
index 9fc6b2f..51a11ba 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,26 @@
 # Project 1
-This is a thoughtful write-up about my project...
\ No newline at end of file
+This is a thoughtful write-up about my project...
+## IBKR to OpenAI Operator integration
+
+A sample Python script is provided under `scripts/ibkr_to_operator.py`. It pulls historical data from Interactive Brokers and sends it to an OpenAI Operator endpoint.
+
+### Setup
+
+1. Install Python 3.
+2. Install dependencies:
+   ```bash
+   pip install ib_insync requests
+   ```
+3. Edit `scripts/ibkr_to_operator.py` and replace the placeholder values:
+   - `IB_HOST`, `IB_PORT`, `IB_CLIENT_ID` – connection details for TWS or IB Gateway.
+   - `STOCK_SYMBOL`, `STOCK_EXCHANGE`, `STOCK_CURRENCY` – the contract to query.
+   - `OPERATOR_ENDPOINT` – your OpenAI Operator URL.
+   - `OPERATOR_API_KEY` – API key for the operator (if required).
+
+### Running the script
+
+Start TWS or IB Gateway and then run:
+```bash
+python scripts/ibkr_to_operator.py
+```
+The script prints the number of retrieved bars and the operator's response code.
diff --git a/scripts/ibkr_to_operator.py b/scripts/ibkr_to_operator.py
new file mode 100644
index 0000000..3291be9
--- /dev/null
+++ b/scripts/ibkr_to_operator.py
@@ -0,0 +1,57 @@
+"""Fetch IBKR data and send to an OpenAI Operator."""
+
+from ib_insync import IB, Stock
+import requests
+import json
+
+# === Configuration Parameters ===
+# Replace the values below with your own settings.
+
+IB_HOST = "127.0.0.1"  # TODO: Host where TWS or IB Gateway runs
+IB_PORT = 7497          # TODO: API port for TWS or IB Gateway
+IB_CLIENT_ID = 1        # TODO: Any integer; must be unique per client
+
+STOCK_SYMBOL = "AAPL"   # TODO: Ticker symbol
+STOCK_EXCHANGE = "SMART"  # TODO: Exchange code
+STOCK_CURRENCY = "USD"  # TODO: Currency code
+
+OPERATOR_ENDPOINT = "http://YOUR_OPERATOR_ENDPOINT/ingest"  # TODO: Operator URL
+OPERATOR_API_KEY = None  # TODO: Operator API key if required
+
+
+def fetch_data():
+    """Connect to IBKR and retrieve historical data."""
+    ib = IB()
+    ib.connect(IB_HOST, IB_PORT, clientId=IB_CLIENT_ID)
+    contract = Stock(STOCK_SYMBOL, STOCK_EXCHANGE, STOCK_CURRENCY)
+    bars = ib.reqHistoricalData(
+        contract,
+        endDateTime="",
+        durationStr="1 D",
+        barSizeSetting="1 min",
+        whatToShow="TRADES",
+        useRTH=True,
+        formatDate=1,
+    )
+    data = [bar.__dict__ for bar in bars]
+    ib.disconnect()
+    return data
+
+
+def send_to_operator(data):
+    """Send the fetched data to the OpenAI Operator."""
+    headers = {"Content-Type": "application/json"}
+    if OPERATOR_API_KEY:
+        headers["Authorization"] = f"Bearer {OPERATOR_API_KEY}"
+    response = requests.post(OPERATOR_ENDPOINT, json=data, headers=headers, timeout=30)
+    print(f"Operator response: {response.status_code} {response.text}")
+
+
+def main():
+    data = fetch_data()
+    print(f"Retrieved {len(data)} bars from IBKR")
+    send_to_operator(data)
+
+
+if __name__ == "__main__":
+    main()