Upload main.py

main.py

@@ -491,61 +491,6 @@ async def modelforecast_file(
     }
     return await _forward_stream("/modelforecast-file/", files=files, data=None, method="POST")
 
-@app.post("/modelfit-file-demo/")
-@GLOBAL_LIMIT
-@limiter.limit("10/10minute")  # 10 calls per 10 minutes per IP
-async def modelfit_file_demo(
-    request: Request,
-    file: UploadFile = File(...),
-    id_col: str = Form(...),
-    time_col: str = Form(...),
-    y: str = Form(...),
-    # optional knobs
-    lag_y: str = Form(""),
-    lagged_features: str = Form(""),
-    current_features: str = Form(""),
-    filter_by_significance: str = Form("false"),
-    meanvar_test: str = Form("false"),
-):
-    
-    # read once, size-guard it, then forward
-    raw = await file.read()
-    if len(raw) > SDK_MAX_BODY_BYTES:
-        raise HTTPException(status_code=413, detail="Payload too large.")
-    
-    files = {
-        "file": (file.filename, raw, file.content_type or "application/octet-stream"),
-    }
-    data = {
-        "id_col": id_col,
-        "time_col": time_col,
-        "y": y,
-        "lag_y": lag_y,
-        "lagged_features": lagged_features,
-        "current_features": current_features,
-        "filter_by_significance": filter_by_significance,
-        "meanvar_test": meanvar_test,
-    }
-    # the path goes to the private demo route
-    return await _forward_demo_stream("/modelfit-file-demo/", files=files, data=data, method="POST")
-
-@app.post("/modelforecast-file-demo/")
-@GLOBAL_LIMIT
-@limiter.limit("10/10minute")
-async def modelforecast_file_demo(
-    request: Request,
-    df_forecast: UploadFile = File(...),
-):
-    
-    raw = await df_forecast.read()
-    if len(raw) > SDK_MAX_BODY_BYTES:
-        raise HTTPException(status_code=413, detail="Payload too large.")
-    
-    files = {
-        "df_forecast": (df_forecast.filename, raw, df_forecast.content_type or "application/octet-stream"),
-    }
-    return await _forward_demo_stream("/modelforecast-file-demo/", files=files, data=None, method="POST")
-
 @app.get("/health-demo-proxy")
 async def health_demo_proxy():
     # convenience endpoint to test demo proxy hop
@@ -554,61 +499,4 @@ async def health_demo_proxy():
     except HTTPException as e:
         # bubble up errors so you can diagnose missing config, wrong URL, etc.
         raise e
-    
-@app.post("/modelfit_ind/")
-async def modelfit_ind(req: Request):
-    body = await req.json()
-    return await _forward("/modelfit_ind/", "POST", json_body=body)
-
-@app.post("/modelforecast_ind/")
-async def modelforecast_ind(req: Request):
-    body = await req.json()
-    return await _forward("/modelforecast_ind/", "POST", json_body=body)
-
-
-@app.post("/modelfit-file_ind/")
-async def modelfit_file_ind(
-    req: Request,
-    file: UploadFile = File(...),
-    id_col: str = Form(...),
-    time_col: str = Form(...),
-    y: str = Form(...),
-    lag_y: str = Form(""),
-    lagged_features: str = Form(""),
-    current_features: str = Form(""),
-    filter_by_significance: str = Form("false"),
-    meanvar_test: str = Form("false"),
-    signif: str = Form("0.05"),
-):
-    raw = await file.read()
-    if len(raw) > SDK_MAX_BODY_BYTES_extended:
-        raise HTTPException(status_code=413, detail="Payload too large.")
-    files = {
-        "file": (file.filename, raw, file.content_type or "application/octet-stream"),
-    }
-    data = {
-        "id_col": id_col,
-        "time_col": time_col,
-        "y": y,
-        "lag_y": lag_y,
-        "lagged_features": lagged_features,
-        "current_features": current_features,
-        "filter_by_significance": filter_by_significance,
-        "meanvar_test": meanvar_test,
-        "signif": signif,
-    }
-    return await _forward_stream("/modelfit-file_ind/", files=files, data=data, method="POST")
-
-
-@app.post("/modelforecast-file_ind/")
-async def modelforecast_file_ind(
-    req: Request,
-    df_forecast: UploadFile = File(...),
-):
-    raw = await df_forecast.read()
-    if len(raw) > SDK_MAX_BODY_BYTES_extended:
-        raise HTTPException(status_code=413, detail="Payload too large.")
-    files = {
-        "df_forecast": (df_forecast.filename, raw, df_forecast.content_type or "application/octet-stream"),
-    }
-    return await _forward_stream("/modelforecast-file_ind/", files=files, data=None, method="POST")
+