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updated grpc example based on recent updates #872

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Nov 30, 2022
Merged

updated grpc example based on recent updates #872

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953daf1
updated grpc example based on recent updates
saeid93 Nov 25, 2022
004757b
changes applied to readme
saeid93 Nov 29, 2022
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7 changes: 5 additions & 2 deletions docs/examples/custom-json/README.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -244,6 +244,7 @@
"import requests\n",
"import json\n",
"import grpc\n",
"from mlserver.codecs.string import StringRequestCodec\n",
"import mlserver.grpc.converters as converters\n",
"import mlserver.grpc.dataplane_pb2_grpc as dataplane\n",
"import mlserver.types as types\n",
Expand Down Expand Up @@ -279,7 +280,9 @@
"print(f\"full response:\\n\")\n",
"print(response)\n",
"# retrive text output as dictionary\n",
"output = json.loads(response.outputs[0].contents.bytes_contents[0])\n",
"inference_response = converters.ModelInferResponseConverter.to_types(response)\n",
"raw_json = StringRequestCodec.decode_response(inference_response)\n",
"output = json.loads(raw_json[0])\n",
"print(f\"\\ndata part:\\n\")\n",
"pp.pprint(output)"
]
Expand All @@ -301,7 +304,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.13"
"version": "3.8.15"
},
"vscode": {
"interpreter": {
Expand Down
5 changes: 4 additions & 1 deletion docs/examples/custom-json/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -174,6 +174,7 @@ Python clients.
import requests
import json
import grpc
from mlserver.codecs.string import StringRequestCodec
import mlserver.grpc.converters as converters
import mlserver.grpc.dataplane_pb2_grpc as dataplane
import mlserver.types as types
Expand Down Expand Up @@ -209,7 +210,9 @@ response = grpc_stub.ModelInfer(inference_request_g)
print(f"full response:\n")
print(response)
# retrive text output as dictionary
output = json.loads(response.outputs[0].contents.bytes_contents[0])
inference_response = converters.ModelInferResponseConverter.to_types(response)
raw_json = StringRequestCodec.decode_response(inference_response)
output = json.loads(raw_json[0])
print(f"\ndata part:\n")
pp.pprint(output)
```