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15 changes: 15 additions & 0 deletions pkg/workloads/cortex/onnx_serve/api.py
Original file line number Diff line number Diff line change
Expand Up @@ -248,6 +248,21 @@ def start(args):
local_cache["request_handler"] = ctx.get_request_handler_impl(
api["name"], args.project_dir
)
request_handler = local_cache.get("request_handler")

if request_handler is not None and util.has_function(request_handler, "pre_inference"):
logger.info(
"using pre_inference request handler provided in {}".format(api["request_handler"])
)
else:
logger.info("pre_inference request handler not found")

if request_handler is not None and util.has_function(request_handler, "post_inference"):
logger.info(
"using post_inference request handler provided in {}".format(api["request_handler"])
)
else:
logger.info("post_inference request handler not found")

sess = rt.InferenceSession(model_path)
local_cache["sess"] = sess
Expand Down
16 changes: 16 additions & 0 deletions pkg/workloads/cortex/tf_api/api.py
Original file line number Diff line number Diff line change
Expand Up @@ -375,6 +375,22 @@ def start(args):
local_cache["request_handler"] = ctx.get_request_handler_impl(
api["name"], args.project_dir
)
request_handler = local_cache.get("request_handler")

if request_handler is not None and util.has_function(request_handler, "pre_inference"):
logger.info(
"using pre_inference request handler provided in {}".format(api["request_handler"])
)
else:
logger.info("pre_inference request handler not found")

if request_handler is not None and util.has_function(request_handler, "post_inference"):
logger.info(
"using post_inference request handler provided in {}".format(api["request_handler"])
)
else:
logger.info("post_inference request handler not found")

except Exception as e:
logger.exception("failed to start api")
sys.exit(1)
Expand Down