feat(airbyte-cdk): add gzipjson decoder (#20)

Signed-off-by: Artem Inzhyyants <[email protected]>
Co-authored-by: octavia-squidington-iii <[email protected]>

Author: artem1205

airbyte_cdk/sources/declarative/declarative_component_schema.yaml

@@ -1750,6 +1750,45 @@ definitions:
       type:
         type: string
         enum: [XmlDecoder]
+  CustomDecoder:
+    title: Custom Decoder
+    description: Use this to implement custom decoder logic.
+    type: object
+    additionalProperties: true
+    required:
+      - type
+      - class_name
+    properties:
+      type:
+        type: string
+        enum: [CustomDecoder]
+      class_name:
+        title: Class Name
+        description: Fully-qualified name of the class that will be implementing the custom decoding. Has to be a sub class of Decoder. The format is `source_<name>.<package>.<class_name>`.
+        type: string
+        additionalProperties: true
+        examples:
+          - "source_amazon_ads.components.GzipJsonlDecoder"
+      $parameters:
+        type: object
+        additionalProperties: true
+  GzipJsonDecoder:
+    title: GzipJson Decoder
+    description: Use this if the response is Gzip compressed Json.
+    type: object
+    additionalProperties: true
+    required:
+      - type
+    properties:
+      type:
+        type: string
+        enum: [GzipJsonDecoder]
+      encoding:
+        type: string
+        default: utf-8
+      $parameters:
+        type: object
+        additionalProperties: true
   ListPartitionRouter:
     title: List Partition Router
     description: A Partition router that specifies a list of attributes where each attribute describes a portion of the complete data set for a stream. During a sync, each value is iterated over and can be used as input to outbound API requests.
@@ -2404,10 +2443,12 @@ definitions:
         title: Decoder
         description: Component decoding the response so records can be extracted.
         anyOf:
+          - "$ref": "#/definitions/CustomDecoder"
           - "$ref": "#/definitions/JsonDecoder"
           - "$ref": "#/definitions/JsonlDecoder"
           - "$ref": "#/definitions/IterableDecoder"
           - "$ref": "#/definitions/XmlDecoder"
+          - "$ref": "#/definitions/GzipJsonDecoder"
       $parameters:
         type: object
         additionalProperties: true
@@ -2520,10 +2561,12 @@ definitions:
         title: Decoder
         description: Component decoding the response so records can be extracted.
         anyOf:
+          - "$ref": "#/definitions/CustomDecoder"
           - "$ref": "#/definitions/JsonDecoder"
           - "$ref": "#/definitions/JsonlDecoder"
           - "$ref": "#/definitions/IterableDecoder"
           - "$ref": "#/definitions/XmlDecoder"
+          - "$ref": "#/definitions/GzipJsonDecoder"
       $parameters:
         type: object
         additionalProperties: true

airbyte_cdk/sources/declarative/decoders/__init__.py

@@ -3,9 +3,9 @@
 #
 
 from airbyte_cdk.sources.declarative.decoders.decoder import Decoder
-from airbyte_cdk.sources.declarative.decoders.json_decoder import JsonDecoder, JsonlDecoder, IterableDecoder
+from airbyte_cdk.sources.declarative.decoders.json_decoder import JsonDecoder, JsonlDecoder, IterableDecoder, GzipJsonDecoder
 from airbyte_cdk.sources.declarative.decoders.noop_decoder import NoopDecoder
 from airbyte_cdk.sources.declarative.decoders.pagination_decoder_decorator import PaginationDecoderDecorator
 from airbyte_cdk.sources.declarative.decoders.xml_decoder import XmlDecoder
 
-__all__ = ["Decoder", "JsonDecoder", "JsonlDecoder", "IterableDecoder", "NoopDecoder", "PaginationDecoderDecorator", "XmlDecoder"]
+__all__ = ["Decoder", "JsonDecoder", "JsonlDecoder", "IterableDecoder", "GzipJsonDecoder", "NoopDecoder", "PaginationDecoderDecorator", "XmlDecoder"]

airbyte_cdk/sources/declarative/decoders/json_decoder.py

@@ -1,14 +1,15 @@
 #
 # Copyright (c) 2023 Airbyte, Inc., all rights reserved.
 #
-
+import codecs
 import logging
 from dataclasses import InitVar, dataclass
-from typing import Any, Generator, Mapping
+from gzip import decompress
+from typing import Any, Generator, Mapping, MutableMapping, List, Optional
 
 import requests
 from airbyte_cdk.sources.declarative.decoders.decoder import Decoder
-from orjson import orjson
+import orjson
 
 logger = logging.getLogger("airbyte")
 
@@ -24,24 +25,32 @@ class JsonDecoder(Decoder):
     def is_stream_response(self) -> bool:
         return False
 
-    def decode(self, response: requests.Response) -> Generator[Mapping[str, Any], None, None]:
+    def decode(
+        self, response: requests.Response
+    ) -> Generator[MutableMapping[str, Any], None, None]:
         """
         Given the response is an empty string or an emtpy list, the function will return a generator with an empty mapping.
         """
         try:
             body_json = response.json()
-            if not isinstance(body_json, list):
-                body_json = [body_json]
-            if len(body_json) == 0:
-                yield {}
-            else:
-                yield from body_json
+            yield from self.parse_body_json(body_json)
         except requests.exceptions.JSONDecodeError:
             logger.warning(
                 f"Response cannot be parsed into json: {response.status_code=}, {response.text=}"
             )
             yield {}
 
+    @staticmethod
+    def parse_body_json(
+        body_json: MutableMapping[str, Any] | List[MutableMapping[str, Any]],
+    ) -> Generator[MutableMapping[str, Any], None, None]:
+        if not isinstance(body_json, list):
+            body_json = [body_json]
+        if len(body_json) == 0:
+            yield {}
+        else:
+            yield from body_json
+
 
 @dataclass
 class IterableDecoder(Decoder):
@@ -54,7 +63,9 @@ class IterableDecoder(Decoder):
     def is_stream_response(self) -> bool:
         return True
 
-    def decode(self, response: requests.Response) -> Generator[Mapping[str, Any], None, None]:
+    def decode(
+        self, response: requests.Response
+    ) -> Generator[MutableMapping[str, Any], None, None]:
         for line in response.iter_lines():
             yield {"record": line.decode()}
 
@@ -70,8 +81,30 @@ class JsonlDecoder(Decoder):
     def is_stream_response(self) -> bool:
         return True
 
-    def decode(self, response: requests.Response) -> Generator[Mapping[str, Any], None, None]:
+    def decode(
+        self, response: requests.Response
+    ) -> Generator[MutableMapping[str, Any], None, None]:
         # TODO???: set delimiter? usually it is `\n` but maybe it would be useful to set optional?
         #  https://github.com/airbytehq/airbyte-internal-issues/issues/8436
         for record in response.iter_lines():
             yield orjson.loads(record)
+
+
+@dataclass
+class GzipJsonDecoder(JsonDecoder):
+    encoding: Optional[str]
+
+    def __post_init__(self, parameters: Mapping[str, Any]) -> None:
+        if self.encoding:
+            try:
+                codecs.lookup(self.encoding)
+            except LookupError:
+                raise ValueError(
+                    f"Invalid encoding '{self.encoding}'. Please check provided encoding"
+                )
+
+    def decode(
+        self, response: requests.Response
+    ) -> Generator[MutableMapping[str, Any], None, None]:
+        raw_string = decompress(response.content).decode(encoding=self.encoding or "utf-8")
+        yield from self.parse_body_json(orjson.loads(raw_string))

airbyte_cdk/sources/declarative/migrations/legacy_to_per_partition_state_migration.py

@@ -4,7 +4,11 @@
 
 from airbyte_cdk.sources.declarative.interpolation.interpolated_string import InterpolatedString
 from airbyte_cdk.sources.declarative.migrations.state_migration import StateMigration
-from airbyte_cdk.sources.declarative.models import DatetimeBasedCursor, SubstreamPartitionRouter
+from airbyte_cdk.sources.declarative.models import (
+    DatetimeBasedCursor,
+    SubstreamPartitionRouter,
+    CustomIncrementalSync,
+)
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import ParentStreamConfig
 
 
@@ -32,7 +36,7 @@ class LegacyToPerPartitionStateMigration(StateMigration):
     def __init__(
         self,
         partition_router: SubstreamPartitionRouter,
-        cursor: DatetimeBasedCursor,
+        cursor: CustomIncrementalSync | DatetimeBasedCursor,
         config: Mapping[str, Any],
         parameters: Mapping[str, Any],
     ):
@@ -64,7 +68,7 @@ def should_migrate(self, stream_state: Mapping[str, Any]) -> bool:
             return False
 
         # There is exactly one parent stream
-        number_of_parent_streams = len(self._partition_router.parent_stream_configs)
+        number_of_parent_streams = len(self._partition_router.parent_stream_configs)  # type: ignore # custom partition will introduce this attribute if needed
         if number_of_parent_streams != 1:
             # There should be exactly one parent stream
             return False

airbyte_cdk/sources/declarative/models/declarative_component_schema.py

@@ -687,6 +687,29 @@ class XmlDecoder(BaseModel):
     type: Literal["XmlDecoder"]
 
 
+class CustomDecoder(BaseModel):
+    class Config:
+        extra = Extra.allow
+
+    type: Literal["CustomDecoder"]
+    class_name: str = Field(
+        ...,
+        description="Fully-qualified name of the class that will be implementing the custom decoding. Has to be a sub class of Decoder. The format is `source_<name>.<package>.<class_name>`.",
+        examples=["source_amazon_ads.components.GzipJsonlDecoder"],
+        title="Class Name",
+    )
+    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
+
+
+class GzipJsonDecoder(BaseModel):
+    class Config:
+        extra = Extra.allow
+
+    type: Literal["GzipJsonDecoder"]
+    encoding: Optional[str] = "utf-8"
+    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
+
+
 class MinMaxDatetime(BaseModel):
     type: Literal["MinMaxDatetime"]
     datetime: str = Field(
@@ -1620,7 +1643,16 @@ class SimpleRetriever(BaseModel):
         description="PartitionRouter component that describes how to partition the stream, enabling incremental syncs and checkpointing.",
         title="Partition Router",
     )
-    decoder: Optional[Union[JsonDecoder, JsonlDecoder, IterableDecoder, XmlDecoder]] = Field(
+    decoder: Optional[
+        Union[
+            CustomDecoder,
+            JsonDecoder,
+            JsonlDecoder,
+            IterableDecoder,
+            XmlDecoder,
+            GzipJsonDecoder,
+        ]
+    ] = Field(
         None,
         description="Component decoding the response so records can be extracted.",
         title="Decoder",
@@ -1680,7 +1712,16 @@ class AsyncRetriever(BaseModel):
         description="PartitionRouter component that describes how to partition the stream, enabling incremental syncs and checkpointing.",
         title="Partition Router",
     )
-    decoder: Optional[Union[JsonDecoder, JsonlDecoder, IterableDecoder, XmlDecoder]] = Field(
+    decoder: Optional[
+        Union[
+            CustomDecoder,
+            JsonDecoder,
+            JsonlDecoder,
+            IterableDecoder,
+            XmlDecoder,
+            GzipJsonDecoder,
+        ]
+    ] = Field(
         None,
         description="Component decoding the response so records can be extracted.",
         title="Decoder",

airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py

@@ -58,6 +58,7 @@
 from airbyte_cdk.sources.declarative.declarative_stream import DeclarativeStream
 from airbyte_cdk.sources.declarative.decoders import (
     Decoder,
+    GzipJsonDecoder,
     IterableDecoder,
     JsonDecoder,
     JsonlDecoder,
@@ -134,6 +135,9 @@
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     CustomBackoffStrategy as CustomBackoffStrategyModel,
 )
+from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
+    CustomDecoder as CustomDecoderModel,
+)
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     CustomErrorHandler as CustomErrorHandlerModel,
 )
@@ -182,6 +186,9 @@
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     ExponentialBackoffStrategy as ExponentialBackoffStrategyModel,
 )
+from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
+    GzipJsonDecoder as GzipJsonDecoderModel,
+)
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     HttpRequester as HttpRequesterModel,
 )
@@ -402,6 +409,7 @@ def _init_mappings(self) -> None:
             CursorPaginationModel: self.create_cursor_pagination,
             CustomAuthenticatorModel: self.create_custom_component,
             CustomBackoffStrategyModel: self.create_custom_component,
+            CustomDecoderModel: self.create_custom_component,
             CustomErrorHandlerModel: self.create_custom_component,
             CustomIncrementalSyncModel: self.create_custom_component,
             CustomRecordExtractorModel: self.create_custom_component,
@@ -425,6 +433,7 @@ def _init_mappings(self) -> None:
             InlineSchemaLoaderModel: self.create_inline_schema_loader,
             JsonDecoderModel: self.create_json_decoder,
             JsonlDecoderModel: self.create_jsonl_decoder,
+            GzipJsonDecoderModel: self.create_gzipjson_decoder,
             KeysToLowerModel: self.create_keys_to_lower_transformation,
             IterableDecoderModel: self.create_iterable_decoder,
             XmlDecoderModel: self.create_xml_decoder,
@@ -619,11 +628,16 @@ def create_legacy_to_per_partition_state_migration(
                 "LegacyToPerPartitionStateMigrations can only be applied with a parent stream configuration."
             )
 
+        if not hasattr(declarative_stream, "incremental_sync"):
+            raise ValueError(
+                "LegacyToPerPartitionStateMigrations can only be applied with an incremental_sync configuration."
+            )
+
         return LegacyToPerPartitionStateMigration(
-            declarative_stream.retriever.partition_router,
-            declarative_stream.incremental_sync,
+            partition_router,  # type: ignore # was already checked above
+            declarative_stream.incremental_sync,  # type: ignore # was already checked. Migration can be applied only to incremental streams.
             config,
-            declarative_stream.parameters,
+            declarative_stream.parameters,  # type: ignore # different type is expected here Mapping[str, Any], got Dict[str, Any]
         )  # type: ignore # The retriever type was already checked
 
     def create_session_token_authenticator(
@@ -1548,6 +1562,12 @@ def create_iterable_decoder(
     def create_xml_decoder(model: XmlDecoderModel, config: Config, **kwargs: Any) -> XmlDecoder:
         return XmlDecoder(parameters={})
 
+    @staticmethod
+    def create_gzipjson_decoder(
+        model: GzipJsonDecoderModel, config: Config, **kwargs: Any
+    ) -> GzipJsonDecoder:
+        return GzipJsonDecoder(parameters={}, encoding=model.encoding)
+
     @staticmethod
     def create_json_file_schema_loader(
         model: JsonFileSchemaLoaderModel, config: Config, **kwargs: Any