feat: Enhance customization of Trino connections when using Trino-bas…

…ed Offline Stores (feast-dev#3699) * feat: Enhance customization of Trino connections when using Trino-based Offline Stores Signed-off-by: boliri <[email protected]> * docs: Add new connection parameters to Trino Offline Store's reference Signed-off-by: boliri <[email protected]> --------- Signed-off-by: boliri <[email protected]>
sailpoint · Sep 7, 2023 · ed7535e · ed7535e
1 parent f28ccc2
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diff --git a/docs/reference/offline-stores/trino.md b/docs/reference/offline-stores/trino.md
@@ -27,6 +27,47 @@ offline_store:
     catalog: memory
     connector:
         type: memory
+    user: trino
+    source: feast-trino-offline-store
+    http-scheme: https
+    ssl-verify: false
+    x-trino-extra-credential-header: foo=bar, baz=qux
+
+    # enables authentication in Trino connections, pick the one you need
+    # if you don't need authentication, you can safely remove the whole auth block
+    auth:
+        # Basic Auth
+        type: basic
+        config:
+            username: foo
+            password: $FOO
+
+        # Certificate
+        type: certificate
+        config:
+            cert-file: /path/to/cert/file
+            key-file: /path/to/key/file
+
+        # JWT
+        type: jwt
+        config:
+            token: $JWT_TOKEN
+
+        # OAuth2 (no config required)
+        type: oauth2
+
+        # Kerberos
+        type: kerberos
+        config:
+            config-file: /path/to/kerberos/config/file
+            service-name: foo
+            mutual-authentication: true
+            force-preemptive: true
+            hostname-override: custom-hostname
+            sanitize-mutual-error-response: true
+            principal: principal-name
+            delegate: true
+            ca_bundle: /path/to/ca/bundle/file
 online_store:
     path: data/online_store.db
 ```

diff --git a/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/tests/data_source.py b/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/tests/data_source.py
@@ -67,6 +67,11 @@ def __init__(
             catalog="memory",
             host="localhost",
             port=self.exposed_port,
+            source="trino-python-client",
+            http_scheme="http",
+            verify=False,
+            extra_credential=None,
+            auth=None,
         )
 
     def teardown(self):

diff --git a/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino.py b/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino.py
@@ -1,12 +1,18 @@
 import uuid
 from datetime import date, datetime
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import Any, Dict, List, Literal, Optional, Tuple, Union
 
 import numpy as np
 import pandas as pd
 import pyarrow
-from pydantic import StrictStr
-from trino.auth import Authentication
+from pydantic import Field, FilePath, SecretStr, StrictBool, StrictStr, root_validator
+from trino.auth import (
+    BasicAuthentication,
+    CertificateAuthentication,
+    JWTAuthentication,
+    KerberosAuthentication,
+    OAuth2Authentication,
+)
 
 from feast.data_source import DataSource
 from feast.errors import InvalidEntityType
@@ -32,6 +38,87 @@
 from feast.usage import log_exceptions_and_usage
 
 
+class BasicAuthModel(FeastConfigBaseModel):
+    username: StrictStr
+    password: SecretStr
+
+
+class KerberosAuthModel(FeastConfigBaseModel):
+    config: Optional[FilePath] = Field(default=None, alias="config-file")
+    service_name: Optional[StrictStr] = Field(default=None, alias="service-name")
+    mutual_authentication: StrictBool = Field(
+        default=False, alias="mutual-authentication"
+    )
+    force_preemptive: StrictBool = Field(default=False, alias="force-preemptive")
+    hostname_override: Optional[StrictStr] = Field(
+        default=None, alias="hostname-override"
+    )
+    sanitize_mutual_error_response: StrictBool = Field(
+        default=True, alias="sanitize-mutual-error-response"
+    )
+    principal: Optional[StrictStr]
+    delegate: StrictBool = False
+    ca_bundle: Optional[FilePath] = Field(default=None, alias="ca-bundle-file")
+
+
+class JWTAuthModel(FeastConfigBaseModel):
+    token: SecretStr
+
+
+class CertificateAuthModel(FeastConfigBaseModel):
+    cert: FilePath = Field(default=None, alias="cert-file")
+    key: FilePath = Field(default=None, alias="key-file")
+
+
+CLASSES_BY_AUTH_TYPE = {
+    "kerberos": {
+        "auth_model": KerberosAuthModel,
+        "trino_auth": KerberosAuthentication,
+    },
+    "basic": {
+        "auth_model": BasicAuthModel,
+        "trino_auth": BasicAuthentication,
+    },
+    "jwt": {
+        "auth_model": JWTAuthModel,
+        "trino_auth": JWTAuthentication,
+    },
+    "oauth2": {
+        "auth_model": None,
+        "trino_auth": OAuth2Authentication,
+    },
+    "certificate": {
+        "auth_model": CertificateAuthModel,
+        "trino_auth": CertificateAuthentication,
+    },
+}
+
+
+class AuthConfig(FeastConfigBaseModel):
+    type: Literal["kerberos", "basic", "jwt", "oauth2", "certificate"]
+    config: Optional[Dict[StrictStr, Any]]
+
+    @root_validator
+    def config_only_nullable_for_oauth2(cls, values):
+        auth_type = values["type"]
+        auth_config = values["config"]
+        if auth_type != "oauth2" and auth_config is None:
+            raise ValueError(f"config cannot be null for auth type '{auth_type}'")
+
+        return values
+
+    def to_trino_auth(self):
+        auth_type = self.type
+        trino_auth_cls = CLASSES_BY_AUTH_TYPE[auth_type]["trino_auth"]
+
+        if auth_type == "oauth2":
+            return trino_auth_cls()
+
+        model_cls = CLASSES_BY_AUTH_TYPE[auth_type]["auth_model"]
+        model = model_cls(**self.config)
+        return trino_auth_cls(**model.dict())
+
+
 class TrinoOfflineStoreConfig(FeastConfigBaseModel):
     """Online store config for Trino"""
 
@@ -47,6 +134,23 @@ class TrinoOfflineStoreConfig(FeastConfigBaseModel):
     catalog: StrictStr
     """ Catalog of the Trino cluster """
 
+    user: StrictStr
+    """ User of the Trino cluster """
+
+    source: Optional[StrictStr] = "trino-python-client"
+    """ ID of the feast's Trino Python client, useful for debugging """
+
+    http_scheme: Literal["http", "https"] = Field(default="http", alias="http-scheme")
+    """ HTTP scheme that should be used while establishing a connection to the Trino cluster """
+
+    verify: StrictBool = Field(default=True, alias="ssl-verify")
+    """ Whether the SSL certificate emited by the Trino cluster should be verified or not """
+
+    extra_credential: Optional[StrictStr] = Field(
+        default=None, alias="x-trino-extra-credential-header"
+    )
+    """ Specifies the HTTP header X-Trino-Extra-Credential, e.g. user1=pwd1, user2=pwd2 """
+
     connector: Dict[str, str]
     """
     Trino connector to use as well as potential extra parameters.
@@ -59,6 +163,16 @@ class TrinoOfflineStoreConfig(FeastConfigBaseModel):
     dataset: StrictStr = "feast"
     """ (optional) Trino Dataset name for temporary tables """
 
+    auth: Optional[AuthConfig]
+    """
+    (optional) Authentication mechanism to use when connecting to Trino. Supported options are:
+        - kerberos
+        - basic
+        - jwt
+        - oauth2
+        - certificate
+    """
+
 
 class TrinoRetrievalJob(RetrievalJob):
     def __init__(
@@ -162,9 +276,6 @@ def pull_latest_from_table_or_query(
         created_timestamp_column: Optional[str],
         start_date: datetime,
         end_date: datetime,
-        user: Optional[str] = None,
-        auth: Optional[Authentication] = None,
-        http_scheme: Optional[str] = None,
     ) -> TrinoRetrievalJob:
         assert isinstance(config.offline_store, TrinoOfflineStoreConfig)
         assert isinstance(data_source, TrinoSource)
@@ -181,9 +292,7 @@ def pull_latest_from_table_or_query(
             timestamps.append(created_timestamp_column)
         timestamp_desc_string = " DESC, ".join(timestamps) + " DESC"
         field_string = ", ".join(join_key_columns + feature_name_columns + timestamps)
-        client = _get_trino_client(
-            config=config, user=user, auth=auth, http_scheme=http_scheme
-        )
+        client = _get_trino_client(config=config)
 
         query = f"""
             SELECT
@@ -216,17 +325,12 @@ def get_historical_features(
         registry: Registry,
         project: str,
         full_feature_names: bool = False,
-        user: Optional[str] = None,
-        auth: Optional[Authentication] = None,
-        http_scheme: Optional[str] = None,
     ) -> TrinoRetrievalJob:
         assert isinstance(config.offline_store, TrinoOfflineStoreConfig)
         for fv in feature_views:
             assert isinstance(fv.batch_source, TrinoSource)
 
-        client = _get_trino_client(
-            config=config, user=user, auth=auth, http_scheme=http_scheme
-        )
+        client = _get_trino_client(config=config)
 
         table_reference = _get_table_reference_for_new_entity(
             catalog=config.offline_store.catalog,
@@ -307,17 +411,12 @@ def pull_all_from_table_or_query(
         timestamp_field: str,
         start_date: datetime,
         end_date: datetime,
-        user: Optional[str] = None,
-        auth: Optional[Authentication] = None,
-        http_scheme: Optional[str] = None,
     ) -> RetrievalJob:
         assert isinstance(config.offline_store, TrinoOfflineStoreConfig)
         assert isinstance(data_source, TrinoSource)
         from_expression = data_source.get_table_query_string()
 
-        client = _get_trino_client(
-            config=config, user=user, auth=auth, http_scheme=http_scheme
-        )
+        client = _get_trino_client(config=config)
         field_string = ", ".join(
             join_key_columns + feature_name_columns + [timestamp_field]
         )
@@ -378,21 +477,22 @@ def _upload_entity_df_and_get_entity_schema(
     # TODO: Ensure that the table expires after some time
 
 
-def _get_trino_client(
-    config: RepoConfig,
-    user: Optional[str],
-    auth: Optional[Any],
-    http_scheme: Optional[str],
-) -> Trino:
-    client = Trino(
-        user=user,
-        catalog=config.offline_store.catalog,
+def _get_trino_client(config: RepoConfig) -> Trino:
+    auth = None
+    if config.offline_store.auth is not None:
+        auth = config.offline_store.auth.to_trino_auth()
+
+    return Trino(
         host=config.offline_store.host,
         port=config.offline_store.port,
+        user=config.offline_store.user,
+        catalog=config.offline_store.catalog,
+        source=config.offline_store.source,
+        http_scheme=config.offline_store.http_scheme,
+        verify=config.offline_store.verify,
+        extra_credential=config.offline_store.extra_credential,
         auth=auth,
-        http_scheme=http_scheme,
     )
-    return client
 
 
 def _get_entity_df_event_timestamp_range(

diff --git a/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_queries.py b/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_queries.py
@@ -1,7 +1,6 @@
 from __future__ import annotations
 
 import datetime
-import os
 import signal
 from dataclasses import dataclass
 from enum import Enum
@@ -30,34 +29,27 @@ class QueryStatus(Enum):
 class Trino:
     def __init__(
         self,
-        host: Optional[str] = None,
-        port: Optional[int] = None,
-        user: Optional[str] = None,
-        catalog: Optional[str] = None,
-        auth: Optional[Any] = None,
-        http_scheme: Optional[str] = None,
-        source: Optional[str] = None,
-        extra_credential: Optional[str] = None,
+        host: str,
+        port: int,
+        user: str,
+        catalog: str,
+        source: Optional[str],
+        http_scheme: str,
+        verify: bool,
+        extra_credential: Optional[str],
+        auth: Optional[trino.Authentication],
     ):
-        self.host = host or os.getenv("TRINO_HOST")
-        self.port = port or os.getenv("TRINO_PORT")
-        self.user = user or os.getenv("TRINO_USER")
-        self.catalog = catalog or os.getenv("TRINO_CATALOG")
-        self.auth = auth or os.getenv("TRINO_AUTH")
-        self.http_scheme = http_scheme or os.getenv("TRINO_HTTP_SCHEME")
-        self.source = source or os.getenv("TRINO_SOURCE")
-        self.extra_credential = extra_credential or os.getenv("TRINO_EXTRA_CREDENTIAL")
+        self.host = host
+        self.port = port
+        self.user = user
+        self.catalog = catalog
+        self.source = source
+        self.http_scheme = http_scheme
+        self.verify = verify
+        self.extra_credential = extra_credential
+        self.auth = auth
         self._cursor: Optional[Cursor] = None
 
-        if self.host is None:
-            raise ValueError("TRINO_HOST must be set if not passed in")
-        if self.port is None:
-            raise ValueError("TRINO_PORT must be set if not passed in")
-        if self.user is None:
-            raise ValueError("TRINO_USER must be set if not passed in")
-        if self.catalog is None:
-            raise ValueError("TRINO_CATALOG must be set if not passed in")
-
     def _get_cursor(self) -> Cursor:
         if self._cursor is None:
             headers = (
@@ -70,9 +62,10 @@ def _get_cursor(self) -> Cursor:
                 port=self.port,
                 user=self.user,
                 catalog=self.catalog,
-                auth=self.auth,
-                http_scheme=self.http_scheme,
                 source=self.source,
+                http_scheme=self.http_scheme,
+                verify=self.verify,
+                auth=self.auth,
                 http_headers=headers,
             ).cursor()
 

diff --git a/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_source.py b/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_source.py
@@ -227,10 +227,20 @@ def source_datatype_to_feast_value_type() -> Callable[[str], ValueType]:
     def get_table_column_names_and_types(
         self, config: RepoConfig
     ) -> Iterable[Tuple[str, str]]:
+        auth = None
+        if config.offline_store.auth is not None:
+            auth = config.offline_store.auth.to_trino_auth()
+
         client = Trino(
             catalog=config.offline_store.catalog,
             host=config.offline_store.host,
             port=config.offline_store.port,
+            user=config.offline_store.user,
+            source=config.offline_store.source,
+            http_scheme=config.offline_store.http_scheme,
+            verify=config.offline_store.verify,
+            extra_credential=config.offline_store.extra_credential,
+            auth=auth,
         )
         if self.table:
             table_schema = client.execute_query(