boundless-scientist-520
11/23/2021, 1:41 PMsource:
type: feast
config:
core_url: <s3://featurestore/dev/feature-store-dev.db>
env: "DEV"
use_local_build: False
sink:
type: "datahub-rest"
config:
server: "<http://datahub-datahub-gms.datahub.svc.cluster.local:8080>"
When I run the recipe, I get the following "ConnectionError":
docker.errors.ContainerError: Command 'python3 ingest.py --core_url=<s3://featurestore/dev/feature-store-dev.db> --output_path=/out.json' in image 'acryldata/datahub-ingestion-feast-wrapper' returned non-zero exit status 1: b'Traceback (most recent call last):\n File "/usr/local/lib/python3.8/site-packages/feast/grpc/grpc.py", line 48, in create_grpc_channel\n grpc.channel_ready_future(channel).result(timeout=timeout)\n File "/usr/local/lib/python3.8/site-packages/grpc/_utilities.py", line 140, in result\n self._block(timeout)\n File "/usr/local/lib/python3.8/site-packages/grpc/_utilities.py", line 86, in _block\n raise grpc.FutureTimeoutError()\ngrpc.FutureTimeoutError\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File "ingest.py", line 138, in <module>\n cli()\n File "/usr/local/lib/python3.8/site-packages/click/core.py", line 829, in __call__\n return self.main(*args, **kwargs)\n File "/usr/local/lib/python3.8/site-packages/click/core.py", line 782, in main\n rv = self.invoke(ctx)\n File "/usr/local/lib/python3.8/site-packages/click/core.py", line 1066, in invoke\n return ctx.invoke(self.callback, **ctx.params)\n File "/usr/local/lib/python3.8/site-packages/click/core.py", line 610, in invoke\n return callback(*args, **kwargs)\n File "ingest.py", line 26, in cli\n tables = client.list_feature_tables()\n File "/usr/local/lib/python3.8/site-packages/feast/client.py", line 683, in list_feature_tables\n feature_table_protos = self._core_service.ListFeatureTables(\n File "/usr/local/lib/python3.8/site-packages/feast/client.py", line 134, in _core_service\n channel = create_grpc_channel(\n File "/usr/local/lib/python3.8/site-packages/feast/grpc/grpc.py", line 51, in create_grpc_channel\n raise ConnectionError(\nConnectionError: Connection timed out while attempting to connect to <s3://featurestore/dev/feature-store-dev.db>\n'
I'm using datahub 0.8.17 and feast 0.14.1.
In "core_url" I configured the feast featurestore .db file. I've seen in the Feast documentation that from version +0.10 there have been changes in Feast core:
"Feast Core was replaced by a file-based (S3, GCS) registry: Feast Core is a metadata server that maintains and exposes an API of feature definitions. With Feast 0.10, we've moved this entire service into a single flat file that can be stored on either the local disk or in a central object store like S3 or GCS. The benefit of this change is that users don't need to maintain a database and a registry service, yet they can still access all the metadata they had before."
I don't know if I am setting core_url correctly or will I need a Feast version lower than 0.10 with Feast core.
Does anyone have any ideas?early-lamp-41924
11/23/2021, 8:00 PMchilly-holiday-80781
11/23/2021, 11:27 PM