Expected Behavior
when setting registry_type: snowflake.registry, i would expect it creates corresponding tables in specified snowflake database, and add defined entities / views etc. to the tables.
https://docs.feast.dev/reference/registries/snowflake
registry:
registry_type: snowflake.registry
account: snowflake_deployment.us-east-1
user: user_login
password: user_password
role: SYSADMIN
warehouse: COMPUTE_WH
database: FEAST
schema: PUBLIC
cache_ttl_seconds: 60
Current Behavior
when run feast apply, i get error as below when creating snowflake registry tables (all tables are created already though, seems like there is an extra ':' at the end of the provided .sql receipt for snowflake registry ):
(test_feast) macuser@Mac test_feast % feast apply
/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/pydantic/_internal/_fields.py:198: UserWarning: Field name "vector_enabled" in "SqliteOnlineStoreConfig" shadows an attribute in parent "VectorStoreConfig"
warnings.warn(
/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/pydantic/_internal/_fields.py:198: UserWarning: Field name "vector_len" in "SqliteOnlineStoreConfig" shadows an attribute in parent "VectorStoreConfig"
warnings.warn(
/Users/macuser/Desktop/Pilot/test_feast/example_repo.py:27: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity 'driver'.
driver = Entity(name="driver", join_keys=["driver_id"])
**Traceback** (most recent call last):
File "/Users/macuser/miniconda3/envs/test_feast/bin/feast", line 8, in <module>
sys.exit(cli())
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/click/core.py", line 1161, in __call__
return self.main(*args, **kwargs)
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/click/core.py", line 1082, in main
rv = self.invoke(ctx)
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/click/core.py", line 1697, in invoke
return _process_result(sub_ctx.command.invoke(sub_ctx))
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/click/core.py", line 1443, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/click/core.py", line 788, in invoke
return __callback(*args, **kwargs)
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/click/decorators.py", line 33, in new_func
return f(get_current_context(), *args, **kwargs)
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/feast/cli.py", line 778, in apply_total_command
apply_total(repo_config, repo, skip_source_validation)
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/feast/repo_operations.py", line 396, in apply_total
store, registry = _get_store_and_registry(repo_config)
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/feast/repo_operations.py", line 274, in _get_store_and_registry
store = FeatureStore(config=repo_config)
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/feast/feature_store.py", line 160, in __init__
self._registry = SnowflakeRegistry(
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/feast/infra/registry/snowflake.py", line 146, in __init__
execute_snowflake_statement(conn, query)
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/feast/infra/utils/snowflake/snowflake_utils.py", line 128, in execute_snowflake_statement
raise SnowflakeQueryUnknownError(query)
feast.errors.SnowflakeQueryUnknownError: Snowflake query failed:
Steps to reproduce
conda create --name testenv
conda install python==3.10
pip install 'feast[snowflake]'
feast init
cd 'project_name'
feast apply
Specifications
Python 3.10.16
feast 0.47.0
- Platform:
got same issue on MacBook and windows.
- Subsystem:
Possible Solution
if i manually remove the ':' in feast lib in my local environment for file feast/infra/utils/snowflake/registry/snowflake_table_creation.sql, there will be a different error for feast apply:
File "/Users/macuser/miniconda3/envs/test_feast/lib/python3.10/site-packages/feast/infra/registry/snowflake.py", line 176, in _sync_feast_metadata_to_projects_table
feast_metadata_projects.add(row[1]["PROJECT_ID"])
AttributeError: 'list' object has no attribute 'add'
if i change line 166 and 167 in infra.registry.snowflake.py
into
def _sync_feast_metadata_to_projects_table(self):
feast_metadata_projects: set = set()
projects_set: set = set()
it will give me a new error:
KeyError: 'project_proto'
if i change line 1360 in infra.registry.snowflake.py to ProjectProto.FromString(row[1]["PROJECT_PROTO"]) instead of ProjectProto.FromString(row[1]["project_proto"]) will get a different error
AttributeError: 'SnowflakeRegistry' object has no attribute '_refresh_lock'
Then i stop trying.
Am i using the snowflake registry in the right way? and guidance is appreciated.
Expected Behavior
when setting registry_type: snowflake.registry, i would expect it creates corresponding tables in specified snowflake database, and add defined entities / views etc. to the tables.
https://docs.feast.dev/reference/registries/snowflake
registry:
registry_type: snowflake.registry
account: snowflake_deployment.us-east-1
user: user_login
password: user_password
role: SYSADMIN
warehouse: COMPUTE_WH
database: FEAST
schema: PUBLIC
cache_ttl_seconds: 60
Current Behavior
when run feast apply, i get error as below when creating snowflake registry tables (all tables are created already though, seems like there is an extra ':' at the end of the provided .sql receipt for snowflake registry ):
(test_feast) macuser@Mac test_feast % feast apply
Steps to reproduce
Specifications
got same issue on MacBook and windows.
Possible Solution
if i manually remove the ':' in feast lib in my local environment for file feast/infra/utils/snowflake/registry/snowflake_table_creation.sql, there will be a different error for feast apply:
if i change line 166 and 167 in infra.registry.snowflake.py
into
it will give me a new error:
if i change line 1360 in infra.registry.snowflake.py to ProjectProto.FromString(row[1]["PROJECT_PROTO"]) instead of ProjectProto.FromString(row[1]["project_proto"]) will get a different error
AttributeError: 'SnowflakeRegistry' object has no attribute '_refresh_lock'
Then i stop trying.
Am i using the snowflake registry in the right way? and guidance is appreciated.