Added items handling to dynamic schemas

Author: lazebnyi

airbyte_cdk/sources/declarative/declarative_component_schema.yaml

@@ -1793,6 +1793,44 @@ definitions:
       $parameters:
         type: object
         additionalProperties: true
+
+  PropertyTypesMap:
+    title: Types Map
+    description: (This component is experimental. Use at your own risk.) Represents a mapping between a current type and its corresponding target type for property.
+    type: object
+    required:
+      - property_name
+      - property_type_pinter
+      - type_mapping
+    properties:
+      property_name:
+        type: string
+      property_type_pointer:
+        title: Key Path
+        description: List of potentially nested fields describing the full path of the property type to extract.
+        type: array
+        items:
+          - type: string
+      type_mapping:
+        "$ref": "#/definitions/TypesMap"
+  ItemsTypeMap:
+    title: Types Map
+    description: (This component is experimental. Use at your own risk.) Represents a mapping between a current type and its corresponding target type for property.
+    type: object
+    required:
+      - items_type_pinter
+      - type_mapping
+    properties:
+      property_name:
+        type: string
+      items_type_pointer:
+        title: Items Type Path
+        description: List of potentially nested fields describing the full path of the items type to extract.
+        type: array
+        items:
+          - type: string
+      type_mapping:
+        "$ref": "#/definitions/TypesMap"
   TypesMap:
     title: Types Map
     description: (This component is experimental. Use at your own risk.) Represents a mapping between a current type and its corresponding target type.
@@ -1817,6 +1855,12 @@ definitions:
         type: string
         interpolation_context:
           - raw_schema
+      items_type:
+        "$ref": "#/definitions/ItemsTypeMap"
+      properties_types:
+        type: array
+        items:
+          - "$ref": "#/definitions/PropertyTypesMap"
   SchemaTypeIdentifier:
     title: Schema Type Identifier
     description: (This component is experimental. Use at your own risk.) Identifies schema details for dynamic schema extraction and processing.

airbyte_cdk/sources/declarative/models/declarative_component_schema.py

@@ -604,7 +604,9 @@ class OAuthAuthenticator(BaseModel):
     scopes: Optional[List[str]] = Field(
         None,
         description="List of scopes that should be granted to the access token.",
-        examples=[["crm.list.read", "crm.objects.contacts.read", "crm.schema.contacts.read"]],
+        examples=[
+            ["crm.list.read", "crm.objects.contacts.read", "crm.schema.contacts.read"]
+        ],
         title="Scopes",
     )
     token_expiry_date: Optional[str] = Field(
@@ -726,33 +728,6 @@ class HttpResponseFilter(BaseModel):
     parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
 
 
-class TypesMap(BaseModel):
-    target_type: Union[str, List[str]]
-    current_type: Union[str, List[str]]
-    condition: Optional[str] = None
-
-
-class SchemaTypeIdentifier(BaseModel):
-    type: Optional[Literal["SchemaTypeIdentifier"]] = None
-    schema_pointer: Optional[List[str]] = Field(
-        [],
-        description="List of nested fields defining the schema field path to extract. Defaults to [].",
-        title="Schema Path",
-    )
-    key_pointer: List[str] = Field(
-        ...,
-        description="List of potentially nested fields describing the full path of the field key to extract.",
-        title="Key Path",
-    )
-    type_pointer: Optional[List[str]] = Field(
-        None,
-        description="List of potentially nested fields describing the full path of the field type to extract.",
-        title="Type Path",
-    )
-    types_mapping: Optional[List[TypesMap]] = None
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
 class InlineSchemaLoader(BaseModel):
     type: Literal["InlineSchemaLoader"]
     schema_: Optional[Dict[str, Any]] = Field(
@@ -1025,24 +1000,28 @@ class OAuthConfigSpecification(BaseModel):
     class Config:
         extra = Extra.allow
 
-    oauth_user_input_from_connector_config_specification: Optional[Dict[str, Any]] = Field(
-        None,
-        description="OAuth specific blob. This is a Json Schema used to validate Json configurations used as input to OAuth.\nMust be a valid non-nested JSON that refers to properties from ConnectorSpecification.connectionSpecification\nusing special annotation 'path_in_connector_config'.\nThese are input values the user is entering through the UI to authenticate to the connector, that might also shared\nas inputs for syncing data via the connector.\nExamples:\nif no connector values is shared during oauth flow, oauth_user_input_from_connector_config_specification=[]\nif connector values such as 'app_id' inside the top level are used to generate the API url for the oauth flow,\n  oauth_user_input_from_connector_config_specification={\n    app_id: {\n      type: string\n      path_in_connector_config: ['app_id']\n    }\n  }\nif connector values such as 'info.app_id' nested inside another object are used to generate the API url for the oauth flow,\n  oauth_user_input_from_connector_config_specification={\n    app_id: {\n      type: string\n      path_in_connector_config: ['info', 'app_id']\n    }\n  }",
-        examples=[
-            {"app_id": {"type": "string", "path_in_connector_config": ["app_id"]}},
-            {
-                "app_id": {
-                    "type": "string",
-                    "path_in_connector_config": ["info", "app_id"],
-                }
-            },
-        ],
-        title="OAuth user input",
+    oauth_user_input_from_connector_config_specification: Optional[Dict[str, Any]] = (
+        Field(
+            None,
+            description="OAuth specific blob. This is a Json Schema used to validate Json configurations used as input to OAuth.\nMust be a valid non-nested JSON that refers to properties from ConnectorSpecification.connectionSpecification\nusing special annotation 'path_in_connector_config'.\nThese are input values the user is entering through the UI to authenticate to the connector, that might also shared\nas inputs for syncing data via the connector.\nExamples:\nif no connector values is shared during oauth flow, oauth_user_input_from_connector_config_specification=[]\nif connector values such as 'app_id' inside the top level are used to generate the API url for the oauth flow,\n  oauth_user_input_from_connector_config_specification={\n    app_id: {\n      type: string\n      path_in_connector_config: ['app_id']\n    }\n  }\nif connector values such as 'info.app_id' nested inside another object are used to generate the API url for the oauth flow,\n  oauth_user_input_from_connector_config_specification={\n    app_id: {\n      type: string\n      path_in_connector_config: ['info', 'app_id']\n    }\n  }",
+            examples=[
+                {"app_id": {"type": "string", "path_in_connector_config": ["app_id"]}},
+                {
+                    "app_id": {
+                        "type": "string",
+                        "path_in_connector_config": ["info", "app_id"],
+                    }
+                },
+            ],
+            title="OAuth user input",
+        )
     )
-    oauth_connector_input_specification: Optional[OauthConnectorInputSpecification] = Field(
-        None,
-        description='The DeclarativeOAuth specific blob.\nPertains to the fields defined by the connector relating to the OAuth flow.\n\nInterpolation capabilities:\n- The variables placeholders are declared as `{{my_var}}`.\n- The nested resolution variables like `{{ {{my_nested_var}} }}` is allowed as well.\n\n- The allowed interpolation context is:\n  + base64Encoder - encode to `base64`, {{ {{my_var_a}}:{{my_var_b}} | base64Encoder }}\n  + base64Decorer - decode from `base64` encoded string, {{ {{my_string_variable_or_string_value}} | base64Decoder }}\n  + urlEncoder - encode the input string to URL-like format, {{ https://test.host.com/endpoint | urlEncoder}}\n  + urlDecorer - decode the input url-encoded string into text format, {{ urlDecoder:https%3A%2F%2Fairbyte.io | urlDecoder}}\n  + codeChallengeS256 - get the `codeChallenge` encoded value to provide additional data-provider specific authorisation values, {{ {{state_value}} | codeChallengeS256 }}\n\nExamples:\n  - The TikTok Marketing DeclarativeOAuth spec:\n  {\n    "oauth_connector_input_specification": {\n      "type": "object",\n      "additionalProperties": false,\n      "properties": {\n          "consent_url": "https://ads.tiktok.com/marketing_api/auth?{{client_id_key}}={{client_id_value}}&{{redirect_uri_key}}={{ {{redirect_uri_value}} | urlEncoder}}&{{state_key}}={{state_value}}",\n          "access_token_url": "https://business-api.tiktok.com/open_api/v1.3/oauth2/access_token/",\n          "access_token_params": {\n              "{{ auth_code_key }}": "{{ auth_code_value }}",\n              "{{ client_id_key }}": "{{ client_id_value }}",\n              "{{ client_secret_key }}": "{{ client_secret_value }}"\n          },\n          "access_token_headers": {\n              "Content-Type": "application/json",\n              "Accept": "application/json"\n          },\n          "extract_output": ["data.access_token"],\n          "client_id_key": "app_id",\n          "client_secret_key": "secret",\n          "auth_code_key": "auth_code"\n      }\n    }\n  }',
-        title="DeclarativeOAuth Connector Specification",
+    oauth_connector_input_specification: Optional[OauthConnectorInputSpecification] = (
+        Field(
+            None,
+            description='The DeclarativeOAuth specific blob.\nPertains to the fields defined by the connector relating to the OAuth flow.\n\nInterpolation capabilities:\n- The variables placeholders are declared as `{{my_var}}`.\n- The nested resolution variables like `{{ {{my_nested_var}} }}` is allowed as well.\n\n- The allowed interpolation context is:\n  + base64Encoder - encode to `base64`, {{ {{my_var_a}}:{{my_var_b}} | base64Encoder }}\n  + base64Decorer - decode from `base64` encoded string, {{ {{my_string_variable_or_string_value}} | base64Decoder }}\n  + urlEncoder - encode the input string to URL-like format, {{ https://test.host.com/endpoint | urlEncoder}}\n  + urlDecorer - decode the input url-encoded string into text format, {{ urlDecoder:https%3A%2F%2Fairbyte.io | urlDecoder}}\n  + codeChallengeS256 - get the `codeChallenge` encoded value to provide additional data-provider specific authorisation values, {{ {{state_value}} | codeChallengeS256 }}\n\nExamples:\n  - The TikTok Marketing DeclarativeOAuth spec:\n  {\n    "oauth_connector_input_specification": {\n      "type": "object",\n      "additionalProperties": false,\n      "properties": {\n          "consent_url": "https://ads.tiktok.com/marketing_api/auth?{{client_id_key}}={{client_id_value}}&{{redirect_uri_key}}={{ {{redirect_uri_value}} | urlEncoder}}&{{state_key}}={{state_value}}",\n          "access_token_url": "https://business-api.tiktok.com/open_api/v1.3/oauth2/access_token/",\n          "access_token_params": {\n              "{{ auth_code_key }}": "{{ auth_code_value }}",\n              "{{ client_id_key }}": "{{ client_id_value }}",\n              "{{ client_secret_key }}": "{{ client_secret_value }}"\n          },\n          "access_token_headers": {\n              "Content-Type": "application/json",\n              "Accept": "application/json"\n          },\n          "extract_output": ["data.access_token"],\n          "client_id_key": "app_id",\n          "client_secret_key": "secret",\n          "auth_code_key": "auth_code"\n      }\n    }\n  }',
+            title="DeclarativeOAuth Connector Specification",
+        )
     )
     complete_oauth_output_specification: Optional[Dict[str, Any]] = Field(
         None,
@@ -1060,7 +1039,9 @@ class Config:
     complete_oauth_server_input_specification: Optional[Dict[str, Any]] = Field(
         None,
         description="OAuth specific blob. This is a Json Schema used to validate Json configurations persisted as Airbyte Server configurations.\nMust be a valid non-nested JSON describing additional fields configured by the Airbyte Instance or Workspace Admins to be used by the\nserver when completing an OAuth flow (typically exchanging an auth code for refresh token).\nExamples:\n    complete_oauth_server_input_specification={\n      client_id: {\n        type: string\n      },\n      client_secret: {\n        type: string\n      }\n    }",
-        examples=[{"client_id": {"type": "string"}, "client_secret": {"type": "string"}}],
+        examples=[
+            {"client_id": {"type": "string"}, "client_secret": {"type": "string"}}
+        ],
         title="OAuth input specification",
     )
     complete_oauth_server_output_specification: Optional[Dict[str, Any]] = Field(
@@ -1646,7 +1627,9 @@ class RecordSelector(BaseModel):
         description="Responsible for filtering records to be emitted by the Source.",
         title="Record Filter",
     )
-    schema_normalization: Optional[Union[SchemaNormalization, CustomSchemaNormalization]] = Field(
+    schema_normalization: Optional[
+        Union[SchemaNormalization, CustomSchemaNormalization]
+    ] = Field(
         SchemaNormalization.None_,
         description="Responsible for normalization according to the schema.",
         title="Schema Normalization",
@@ -1820,12 +1803,16 @@ class Config:
         description="Component used to coordinate how records are extracted across stream slices and request pages.",
         title="Retriever",
     )
-    incremental_sync: Optional[Union[CustomIncrementalSync, DatetimeBasedCursor]] = Field(
-        None,
-        description="Component used to fetch data incrementally based on a time field in the data.",
-        title="Incremental Sync",
+    incremental_sync: Optional[Union[CustomIncrementalSync, DatetimeBasedCursor]] = (
+        Field(
+            None,
+            description="Component used to fetch data incrementally based on a time field in the data.",
+            title="Incremental Sync",
+        )
+    )
+    name: Optional[str] = Field(
+        "", description="The stream name.", example=["Users"], title="Name"
     )
-    name: Optional[str] = Field("", description="The stream name.", example=["Users"], title="Name")
     primary_key: Optional[PrimaryKey] = Field(
         "", description="The primary key of the stream.", title="Primary Key"
     )
@@ -2010,6 +1997,55 @@ class HttpRequester(BaseModel):
     parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
 
 
+class PropertyTypesMap(BaseModel):
+    property_name: str
+    property_type_pointer: Optional[List[str]] = Field(
+        None,
+        description="List of potentially nested fields describing the full path of the property type to extract.",
+        title="Key Path",
+    )
+    type_mapping: TypesMap
+
+
+class ItemsTypeMap(BaseModel):
+    property_name: Optional[str] = None
+    items_type_pointer: Optional[List[str]] = Field(
+        None,
+        description="List of potentially nested fields describing the full path of the items type to extract.",
+        title="Items Type Path",
+    )
+    type_mapping: TypesMap
+
+
+class TypesMap(BaseModel):
+    target_type: Union[str, List[str]]
+    current_type: Union[str, List[str]]
+    condition: Optional[str] = None
+    items_type: Optional[ItemsTypeMap] = None
+    properties_types: Optional[List[PropertyTypesMap]] = None
+
+
+class SchemaTypeIdentifier(BaseModel):
+    type: Optional[Literal["SchemaTypeIdentifier"]] = None
+    schema_pointer: Optional[List[str]] = Field(
+        [],
+        description="List of nested fields defining the schema field path to extract. Defaults to [].",
+        title="Schema Path",
+    )
+    key_pointer: List[str] = Field(
+        ...,
+        description="List of potentially nested fields describing the full path of the field key to extract.",
+        title="Key Path",
+    )
+    type_pointer: Optional[List[str]] = Field(
+        None,
+        description="List of potentially nested fields describing the full path of the field type to extract.",
+        title="Type Path",
+    )
+    types_mapping: Optional[List[TypesMap]] = None
+    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
+
+
 class DynamicSchemaLoader(BaseModel):
     type: Literal["DynamicSchemaLoader"]
     retriever: Union[AsyncRetriever, CustomRetriever, SimpleRetriever] = Field(
@@ -2097,7 +2133,11 @@ class SimpleRetriever(BaseModel):
             CustomPartitionRouter,
             ListPartitionRouter,
             SubstreamPartitionRouter,
-            List[Union[CustomPartitionRouter, ListPartitionRouter, SubstreamPartitionRouter]],
+            List[
+                Union[
+                    CustomPartitionRouter, ListPartitionRouter, SubstreamPartitionRouter
+                ]
+            ],
         ]
     ] = Field(
         [],
@@ -2141,7 +2181,9 @@ class AsyncRetriever(BaseModel):
     )
     download_extractor: Optional[
         Union[CustomRecordExtractor, DpathExtractor, ResponseToFileExtractor]
-    ] = Field(None, description="Responsible for fetching the records from provided urls.")
+    ] = Field(
+        None, description="Responsible for fetching the records from provided urls."
+    )
     creation_requester: Union[CustomRequester, HttpRequester] = Field(
         ...,
         description="Requester component that describes how to prepare HTTP requests to send to the source API to create the async server-side job.",
@@ -2175,7 +2217,11 @@ class AsyncRetriever(BaseModel):
             CustomPartitionRouter,
             ListPartitionRouter,
             SubstreamPartitionRouter,
-            List[Union[CustomPartitionRouter, ListPartitionRouter, SubstreamPartitionRouter]],
+            List[
+                Union[
+                    CustomPartitionRouter, ListPartitionRouter, SubstreamPartitionRouter
+                ]
+            ],
         ]
     ] = Field(
         [],
@@ -2243,10 +2289,12 @@ class DynamicDeclarativeStream(BaseModel):
     stream_template: DeclarativeStream = Field(
         ..., description="Reference to the stream template.", title="Stream Template"
     )
-    components_resolver: Union[HttpComponentsResolver, ConfigComponentsResolver] = Field(
-        ...,
-        description="Component resolve and populates stream templates with components values.",
-        title="Components Resolver",
+    components_resolver: Union[HttpComponentsResolver, ConfigComponentsResolver] = (
+        Field(
+            ...,
+            description="Component resolve and populates stream templates with components values.",
+            title="Components Resolver",
+        )
     )
 
 
@@ -2256,6 +2304,8 @@ class DynamicDeclarativeStream(BaseModel):
 SelectiveAuthenticator.update_forward_refs()
 DeclarativeStream.update_forward_refs()
 SessionTokenAuthenticator.update_forward_refs()
+PropertyTypesMap.update_forward_refs()
+ItemsTypeMap.update_forward_refs()
 DynamicSchemaLoader.update_forward_refs()
 SimpleRetriever.update_forward_refs()
 AsyncRetriever.update_forward_refs()