update

README.md

@@ -1,10 +1,10 @@
 ---
-title: Test IF Api
-emoji: 🐠
-colorFrom: pink
-colorTo: pink
+title: test-if-api
+emoji: ⚡
+colorFrom: blue
+colorTo: green
 sdk: docker
-pinned: false
+app_file: app.py
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,22 @@
+from fastapi import FastAPI
+from pydantic import BaseModel
+import numpy as np
+import pickle
+from huggingface_hub import hf_hub_download
+
+app = FastAPI()
+
+# Download your model pickle from the Hub on startup
+model_path = hf_hub_download(repo_id="ProjectsByIF/test_model", filename="trained_causal_model_v2.pkl")
+
+with open(model_path, "rb") as f:
+    model = pickle.load(f)
+
+class InputData(BaseModel):
+    X: list  
+
+@app.post("/predict")
+def predict(data: InputData):
+    X = np.array(data.X)
+    effect = model.effect(X).tolist()
+    return {"effect": effect}