diff --git a/airbyte-integrations/connectors/destination-glide/.gitignore b/airbyte-integrations/connectors/destination-glide/.gitignore new file mode 100644 index 000000000000..4089e8df247a --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/.gitignore @@ -0,0 +1 @@ +/destination-glide.log \ No newline at end of file diff --git a/airbyte-integrations/connectors/destination-glide/README.md b/airbyte-integrations/connectors/destination-glide/README.md new file mode 100644 index 000000000000..11f9b56d6f87 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/README.md @@ -0,0 +1,244 @@ +# Glide Destination + +This is the repository for the Glide destination connector, written in Python. +For information about how to use this connector within Airbyte, see [the documentation](https://docs.airbyte.com/integrations/destinations/glide). + +## Development + +The active todo list is at `./todo.md`. + +The gist of the Glide-specific code is in `destination_glide/destination.py` and `destination_glide/glide.py`. + +### Setup + +1. Ensure you have the following prerequisites installed: + + - Python (`^3.9`, tested recently with `3.12.3`) + - Poetry (`^1.7`, tested recently with `1.8.3_1`) + + You can use homebrew to install these on macOS. + +2. Once you have the above, run: + +``` +poetry install +``` + +### Running the Tests + +Create the file `secrets/config.json`. It must confirm to the configuration specification in `destination_glide/spec.json`, which also specifies the configuration UI within the Airbyte product itself for configuring the destination. + +It should be something like: + +```json +{ + "api_host": "https://api.staging.glideapps.com", + "api_path_root": "", + "api_key": "decafbad-1234-1234-1234-decafbad" +} +``` + +#### Unit Tests + +The unit tests for that code are in `destination-glide/unit_tests`. To run them run: + +```sh +./scripts/test-unit.sh +``` + +#### Integration Tests + +There are a set of simple integration tests that Airbyte provides that can be triggered with the following scripts: + +```sh +./scripts/dev-check.sh +./scripts/dev-spec.sh +./scripts/dev-write.sh +``` + +These simply call commands that Airbyte provides in their connector template. The dev-write one appears to be the most comprehensive, but I've struggled to get that one to consistently run (see TODO). + +There are additional tests you can run against the live API in `integration_tests/` that you can run with: + +```sh +./scripts/test-integration.sh +``` + +### Build & Deployment + +The Airbyte destination is packed as Docker image. This script uses Airbyte-provided tooling named `airbyte-ci` that leverages the same tooling they use in their CI pipeline to build the container. + +To install the tooling see [`airbyte-ci` README in this repo](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md) This worked for me other than to make it work on macOS with homebrew-provided python, I don't have `python` on my path only `python3` so I had to change that in a couple places in the `Makefile` in the root of this repo. + +```sh +./scripts/build-docker-image.sh +``` + +We are deploying this to Glide's docker repository in Google Artifact Registry (GAR) for ease of access from an Airbyte OSS instance. To deploy it to a docker container registry you need to authenticate docker to GAR and push it. The steps are: + +#### Glide Google Artifact Registry Docker Repo: + +Our repo is at https://console.cloud.google.com/artifacts/docker/glide-connectors/us-central1/airbyte-glide-destination?project=glide-connectors + +#### Pushing a Docker Image to Google Artifact Registry + +Read access is available for all, but to push you have to authenticate. Authenticate docker by running the following command which adds credential helper to `~/.docker/config.json`: + +``` +gcloud auth configure-docker \ + us-central1-docker.pkg.dev +``` + +Then you can use gcloud and docker commands as normal. To push a new image version run: + +```sh +./scripts/push-docker-image.sh +``` + +### Running in Airbyte OSS Locally + +To install Airbyte follow the guide at https://docs.airbyte.com/deploying-airbyte/quickstart. On macOS this uses homebrew to install k8s kind locally and get an airbyte cluster running. It took a while but worked smoothly for me. I am currently using `airbytehq/tap/abctl (0.5.0)`. + +Once install it should be available at http://localhost:8000/. You should have been prompted for username/pw during install. + +### Installing Glide Destination in Airbyte OSS (on Kubernetes) + +Install kind (macOS): + +NOTE: abctl installs kind, but it doesn't install the kind CLI, so to work with the airbyte kubernetes cluster follow these steps: + +```sh +brew install kind +``` + +Then you can list the clusters and you should see one named `airbyte-abctl`: + +```sh +$ kind get clusters +airbyte-abctl +``` + +To use it with kubectl (or k9s) use: + +```sh +# this updates ~/.kube/config to add the cluster +kind export kubeconfig --name airbyte-abctl + +# set the context to the cluster context that kind added: +kubectl config set-context kind-airbyte-abctl + +# now kubectl works! +kubectl get namespaces +kubectl get -n airbyte-abctl pods +``` + +Now we follow the course guidance at https://docs.airbyte.com/operator-guides/using-custom-connectors/#for-kubernetes-airbyte-deployments ... + +We made our docker registry public so you don't have to authenticate airbyte's kubernetes deployment. + +To install the destination into Airbyte OSS follow these steps: + +1. Click on **Settings** on the far left then select **Destinations** in the sub-panel. You should see a list of **Available destination connectors**. +2. At the top click the **+ New Connector** button fill in the fields. The **Docker repository name** and **Docker image tag** are the important bits. + +For repository name use `us-central1-docker.pkg.dev/glide-connectors/airbyte-glide-destination/destination-glide` and for tag, run `gcloud artifacts docker tags list us-central1-docker.pkg.dev/glide-connectors/airbyte-glide-destination/destination-glide` to get the available tags and choose the latest. + +Once installed, you can upgrade it to a new version by visiting the same settings page and changing the tag in the **Change to** box and clicking the **Change** button. + +--- + +## Old (from Airbyte's Template) + +### Installing the connector + +From this connector directory, run: + +```bash +poetry install --with dev +``` + +#### Create credentials + +**If you are a community contributor**, follow the instructions in the [documentation](https://docs.airbyte.com/integrations/destinations/glide) +to generate the necessary credentials. Then create a file `secrets/config.json` conforming to the `destination_glide/spec.json` file. +Note that the `secrets` directory is gitignored by default, so there is no danger of accidentally checking in sensitive information. +See `integration_tests/sample_config.json` for a sample config file. + +**If you are an Airbyte core member**, copy the credentials in Lastpass under the secret name `destination glide test creds` +and place them into `secrets/config.json`. + +### Locally running the connector + +``` +poetry run destination-glide spec +poetry run destination-glide check --config secrets/config.json +poetry run destination-glide write --config secrets/config.json --catalog sample_files/configured_catalog.json +``` + +### Running tests + +To run tests locally, from the connector directory run: + +``` +poetry run pytest tests +``` + +### Building the docker image + +1. Install [`airbyte-ci`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md) +2. Run the following command to build the docker image: + +```bash +airbyte-ci connectors --name=destination-glide build +``` + +An image will be available on your host with the tag `airbyte/destination-glide:dev`. + +### Running as a docker container + +Then run any of the connector commands as follows: + +``` +docker run --rm airbyte/destination-glide:dev spec +docker run --rm -v $(pwd)/secrets:/secrets airbyte/destination-glide:dev check --config /secrets/config.json +docker run --rm -v $(pwd)/secrets:/secrets -v $(pwd)/integration_tests:/integration_tests airbyte/destination-glide:dev write --config /secrets/config.json --catalog /integration_tests/configured_catalog.json +``` + +### Running our CI test suite + +You can run our full test suite locally using [`airbyte-ci`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md): + +```bash +airbyte-ci connectors --name=destination-glide test +``` + +### Customizing acceptance Tests + +Customize `acceptance-test-config.yml` file to configure acceptance tests. See [Connector Acceptance Tests](https://docs.airbyte.com/connector-development/testing-connectors/connector-acceptance-tests-reference) for more information. +If your connector requires to create or destroy resources for use during acceptance tests create fixtures for it and place them inside integration_tests/acceptance.py. + +### Dependency Management + +All of your dependencies should be managed via Poetry. +To add a new dependency, run: + +```bash +poetry add +``` + +Please commit the changes to `pyproject.toml` and `poetry.lock` files. + +## Publishing a new version of the connector + +You've checked out the repo, implemented a million dollar feature, and you're ready to share your changes with the world. Now what? + +1. Make sure your changes are passing our test suite: `airbyte-ci connectors --name=destination-glide test` +2. Bump the connector version (please follow [semantic versioning for connectors](https://docs.airbyte.com/contributing-to-airbyte/resources/pull-requests-handbook/#semantic-versioning-for-connectors)): + - bump the `dockerImageTag` value in in `metadata.yaml` + - bump the `version` value in `pyproject.toml` +3. Make sure the `metadata.yaml` content is up to date. +4. Make sure the connector documentation and its changelog is up to date (`docs/integrations/destinations/glide.md`). +5. Create a Pull Request: use [our PR naming conventions](https://docs.airbyte.com/contributing-to-airbyte/resources/pull-requests-handbook/#pull-request-title-convention). +6. Pat yourself on the back for being an awesome contributor. +7. Someone from Airbyte will take a look at your PR and iterate with you to merge it into master. +8. Once your PR is merged, the new version of the connector will be automatically published to Docker Hub and our connector registry. diff --git a/airbyte-integrations/connectors/destination-glide/destination_glide/__init__.py b/airbyte-integrations/connectors/destination-glide/destination_glide/__init__.py new file mode 100644 index 000000000000..004353e6ffde --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/destination_glide/__init__.py @@ -0,0 +1,8 @@ +# +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. +# + + +from .destination import DestinationGlide + +__all__ = ["DestinationGlide"] diff --git a/airbyte-integrations/connectors/destination-glide/destination_glide/destination.py b/airbyte-integrations/connectors/destination-glide/destination_glide/destination.py new file mode 100644 index 000000000000..f9b6e44197c2 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/destination_glide/destination.py @@ -0,0 +1,158 @@ +# +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. +# +from airbyte_cdk.destinations import Destination +from airbyte_cdk.models import ( + AirbyteConnectionStatus, + AirbyteMessage, + ConfiguredAirbyteCatalog, + Status, + DestinationSyncMode, + Type +) +from collections import defaultdict +from collections.abc import Hashable +import datetime + +from .glide import Column, GlideBigTableFactory +import json +from .log import LOG_LEVEL_DEFAULT +import logging +import requests +from typing import Any, Iterable, Mapping +import uuid + +CONFIG_GLIDE_API_HOST_DEFAULT = "https://api.glideapps.com" +CONFIG_GLIDE_API_PATH_ROOT_DEFAULT = "" + +logger = logging.getLogger(__name__) +logger.setLevel(LOG_LEVEL_DEFAULT) + + +def airbyteTypeToGlideType(json_type: str) -> str: + jsonSchemaTypeToGlideType = { + "string": "string", + "number": "number", + "integer": "number", + "boolean": "boolean", + } + if isinstance(json_type, list): + logger.debug(f"Found list type '{json_type}'. Attempting to map to a primitive type.") # nopep8 + # find the first type that is not 'null' and supported and use that instead: + for t in json_type: + if t != "null" and t in jsonSchemaTypeToGlideType: + logger.debug(f"Mapped json schema list type of '{json_type}' to '{t}'.") # nopep8 + json_type = t + break + + # NOTE: if json_type is still a list, it won't be Hashable and we can't use it as a key in the dict + if isinstance(json_type, Hashable) and json_type in jsonSchemaTypeToGlideType: + return jsonSchemaTypeToGlideType[json_type] + + logger.warning(f"Unsupported JSON schema type for glide '{json_type}'. Will use string.") # nopep8 + return "string" + + +class DestinationGlide(Destination): + def write( + self, config: Mapping[str, Any], configured_catalog: ConfiguredAirbyteCatalog, input_messages: Iterable[AirbyteMessage] + ) -> Iterable[AirbyteMessage]: + """ + Reads the input stream of messages, config, and catalog to write data to the destination. + + This method returns an iterable (typically a generator of AirbyteMessages via yield) containing state messages received + in the input message stream. Outputting a state message means that every AirbyteRecordMessage which came before it has been + successfully persisted to the destination. This is used to ensure fault tolerance in the case that a sync fails before fully completing, + then the source is given the last state message output from this method as the starting point of the next sync. + + :param config: dict of JSON configuration matching the configuration declared in spec.json + :param configured_catalog: The Configured Catalog describing the schema of the data being received and how it should be persisted in the + destination + :param input_messages: The stream of input messages received from the source + :return: Iterable of AirbyteStateMessages wrapped in AirbyteMessage structs + """ + # load user-specified config: + api_host = config.get('api_host', CONFIG_GLIDE_API_HOST_DEFAULT) + api_path_root = config.get('api_path_root', CONFIG_GLIDE_API_PATH_ROOT_DEFAULT) + api_key = config.get('api_key') + + # configure the table based on the stream catalog: + # choose a strategy based on config: + + def create_table_client_for_stream(stream_name, columns): + # TODO: sanitize stream_name chars and length for GBT name + glide = GlideBigTableFactory.create() + glide.init(api_key, stream_name, columns, api_host, api_path_root) + return glide + + table_clients = {} + stream_names = {s.stream.name for s in configured_catalog.streams} + for configured_stream in configured_catalog.streams: + if configured_stream.destination_sync_mode != DestinationSyncMode.overwrite: + raise Exception(f'Only destination sync mode overwrite is supported, but received "{configured_stream.destination_sync_mode}".') # nopep8 because https://github.com/hhatto/autopep8/issues/712 + + # upsert the GBT with schema to set_schema for dumping the data into it + columns = [] + properties = configured_stream.stream.json_schema["properties"] + for (prop_name, prop) in properties.items(): + prop_type = prop["type"] if "type" in prop else "" + logger.debug(f"Found column/property '{prop_name}' with type '{prop_type}' in stream {configured_stream.stream.name}.") # nopep8 + columns.append( + Column(prop_name, airbyteTypeToGlideType(prop_type)) + ) + + glide = create_table_client_for_stream(configured_stream.stream.name, columns) + table_clients[configured_stream.stream.name] = glide + + # stream the records into the GBT: + logger.debug("Processing messages...") + for message in input_messages: + logger.debug(f"processing message {message.type}...") + if message.type == Type.RECORD: + logger.debug("buffering record...") + stream_name = message.record.stream + if stream_name not in stream_names: + logger.warning( + f"Stream {stream_name} was not present in configured streams, skipping") + continue + + # add to buffer + client = table_clients[stream_name] + client.add_row(message.record.data) + logger.debug("buffering record complete.") + + elif message.type == Type.STATE: + # `Type.State` is a signal from the source that we should save the previous batch of `Type.RECORD` messages to the destination. + # It is a checkpoint that enables partial success. + # See https://docs.airbyte.com/understanding-airbyte/airbyte-protocol#state--checkpointing + # FIXME: I don't think partial success applies to us since we only support overwrite mode anyway? + logger.info(f"Ignoring state message: {message.state}") + else: + logger.warn(f"Ignoring unknown Airbyte input message type: {message.type}") # nopep8 because https://github.com/hhatto/autopep8/issues/712 + + # commit the stash to the table + for stream_name, glide in table_clients.items(): + glide.commit() + logger.info(f"Committed stream '{stream_name}' to Glide.") + + # see https://stackoverflow.com/a/36863998 + yield from () + + def check(self, logger: logging.Logger, config: Mapping[str, Any]) -> AirbyteConnectionStatus: + """ + Tests if the input configuration can be used to successfully connect to the destination with the needed permissions + e.g: if a provided API token or password can be used to connect and write to the destination. + + :param logger: Logging object to display debug/info/error to the logs + (logs will not be accessible via airbyte UI if they are not passed to this logger) + :param config: Json object containing the configuration of this destination, content of this json is as specified in + the properties of the spec.json file + + :return: AirbyteConnectionStatus indicating a Success or Failure + """ + try: + # TODO + + return AirbyteConnectionStatus(status=Status.SUCCEEDED) + except Exception as e: + return AirbyteConnectionStatus(status=Status.FAILED, message=f"An exception occurred: {repr(e)}") diff --git a/airbyte-integrations/connectors/destination-glide/destination_glide/glide.py b/airbyte-integrations/connectors/destination-glide/destination_glide/glide.py new file mode 100644 index 000000000000..8a02353a7922 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/destination_glide/glide.py @@ -0,0 +1,243 @@ +from abc import ABC, abstractmethod +import uuid +from .log import LOG_LEVEL_DEFAULT +import logging +import requests +from typing import Dict, Any, Iterator, List + +logger = logging.getLogger(__name__) +logger.setLevel(LOG_LEVEL_DEFAULT) + +BigTableRow = Dict[str, Any] + +ALLOWED_COLUMN_TYPES = [ + "string", + "number", + "boolean", + "url", + "dateTime", + "json", +] + +DEFAULT_BATCH_SIZE = 1500 + +class Column(dict): + """ + Represents a Column in the glide API. + NOTE: inherits from dict to be serializable to json. + """ + + def __init__(self, id: str, type: str): + if type not in ALLOWED_COLUMN_TYPES: + raise ValueError(f"Column type {type} not allowed. Must be one of {ALLOWED_COLUMN_TYPES}") # nopep8 + dict.__init__(self, id=id, type={"kind": type}, displayName=id) + + def id(self) -> str: + return self['id'] + + def type(self) -> str: + # NOTE: we serialize this as {kind: ""} per the rest API's serialization + return self['type']['kind'] + + def __eq__(self, other): + if isinstance(other, Column): + return dict(self) == dict(other) + return False + + def __repr__(self): + return f"Column(id='{self.id()}', type='{self.type()}')" + + +class GlideBigTableBase(ABC): + """ + An API client for interacting with a Glide Big Table. The intention is to + create a new table or update an existing table including the table's schema + and the table's rows. + + The protocol is to call `init`, then `add_row` or `add_rows` one or more times, and finally, `commit`, in that order. + """ + + def headers(self) -> Dict[str, str]: + return { + "Content-Type": "application/json", + f"Authorization": f"Bearer {self.api_key}" + } + + def url(self, path: str) -> str: + return f"{self.api_host}/{self.api_path_root + '/' if self.api_path_root != '' else ''}{path}" + + def init(self, api_key, table_name, columns, api_host="https://api.glideapps.com", api_path_root="", batch_size = DEFAULT_BATCH_SIZE): + """ + Sets the connection information for the table. + """ + # todo: validate args + self.api_key = api_key + self.api_host = api_host + self.api_path_root = api_path_root + + self.table_name = table_name + self.columns = columns + + # TODO: to optimize batch size for variable number and size of columns, we could estimate row byte size based on the first row and choose a batch size based on that. + self.batch_size = batch_size + + @abstractmethod + def add_row(self, row: BigTableRow) -> None: + """ + Adds a row to the table. + """ + pass + + @abstractmethod + def add_rows(self, rows: Iterator[BigTableRow]) -> None: + """ + Adds rows to the table. + """ + pass + + @abstractmethod + def commit(self) -> None: + """ + Commits the table. + """ + pass + + +class GlideBigTableFactory: + """ + Factory for creating a GlideBigTableBase API client. + """ + @classmethod + def create(cls) -> GlideBigTableBase: + """ + Creates a new instance of the default implementation for the GlideBigTable API client. + """ + return GlideBigTableRestStrategy() + +class GlideBigTableRestStrategy(GlideBigTableBase): + def __init__(self): + super().__init__() + self.stash_id = str(uuid.uuid4()) + self.stash_serial = 0 + self.buffer = [] + + def _flush_buffer(self): + rows = self.buffer + if not rows: + return + self.buffer = [] + + start_idx = 0 + chunk_size = len(rows) + stash_serial = self.stash_serial + while start_idx < len(rows): + chunk = rows[start_idx : start_idx + chunk_size] + path = f"stashes/{self.stash_id}/{stash_serial}" + logger.debug(f"Flushing {len(chunk)} rows to {path} ...") + + r = requests.put( + self.url(path), + headers=self.headers(), + json=chunk + ) + try: + r.raise_for_status() + except requests.HTTPError as e: + if r.status_code == 413 and chunk_size > 1: + chunk_size = max(1, chunk_size // 2) + logger.info(f"413 Payload Too Large. Reducing chunk size to {chunk_size} and retrying.") + continue + raise Exception(f"Failed to put rows batch to {path} : {r.text}") from e + + logger.info(f"Successfully put {len(chunk)} rows to {path}") + stash_serial += 1 + start_idx += chunk_size + + # We only set the stash serial if the flush of all rows was + # successful, otherwise we could end up with duplicate rows. + self.stash_serial = stash_serial + + def add_row(self, row: BigTableRow) -> None: + self.buffer.append(row) + if len(self.buffer) >= self.batch_size: + self._flush_buffer() + + def add_rows(self, rows: Iterator[BigTableRow]) -> None: + self.buffer.extend(rows) + if len(self.buffer) >= self.batch_size: + self._flush_buffer() + + def create_table_from_stash(self) -> None: + logger.info(f"Creating new table '{self.table_name}' ...") # nopep8 + r = requests.post( + self.url(f"tables?onSchemaError=dropColumns"), + headers=self.headers(), + json={ + "name": self.table_name, + "schema": { + "columns": self.columns + }, + "rows": { + "$stashID": self.stash_id + } + } + ) + try: + r.raise_for_status() + except Exception as e: + raise Exception(f"Failed to create table '{self.table_name}' : {r.text}") from e # nopep8 + + logger.info(f"Successfully created table '{self.table_name}'") + + def overwrite_table_from_stash(self, table_id) -> None: + # overwrite the specified table's schema and rows with the stash: + r = requests.put( + self.url(f"tables/{table_id}?onSchemaError=dropColumns"), + headers=self.headers(), + json={ + "schema": { + "columns": self.columns, + }, + "rows": { + "$stashID": self.stash_id + } + } + ) + try: + r.raise_for_status() + except Exception as e: + raise Exception(f"Failed to overwrite table '{table_id}' : {r.text}") from e # nopep8 + + def commit(self) -> None: + # first see if the table already exists + r = requests.get( + self.url(f"tables"), + headers=self.headers() + ) + try: + r.raise_for_status() + except Exception as e: + raise Exception(f"Failed to get table list: {r.text}") from e # nopep8 + + found_table_id = None + # confirm if table exists: + body = r.json() + if "data" not in body: + raise Exception(f"get tables response did not include data in body. Status was: {r.status_code}: {r.text}.") # nopep8 + + for table in body["data"]: + if table["name"] == self.table_name: + found_table_id = table["id"] + logger.info(f"Found existing table to reuse for table name '{self.table_name}' with ID '{found_table_id}'.") # nopep8 + break + + # flush any remaining buffer to the stash + self._flush_buffer() + + # commit the stash to the table + if found_table_id != None: + self.overwrite_table_from_stash(found_table_id) + else: + self.create_table_from_stash() + + logger.info(f"Successfully committed record stash for table '{self.table_name}' (stash ID '{self.stash_id}')") # nopep8 diff --git a/airbyte-integrations/connectors/destination-glide/destination_glide/log.py b/airbyte-integrations/connectors/destination-glide/destination_glide/log.py new file mode 100644 index 000000000000..0423943b4ee5 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/destination_glide/log.py @@ -0,0 +1,4 @@ + +import logging + +LOG_LEVEL_DEFAULT = logging.INFO diff --git a/airbyte-integrations/connectors/destination-glide/destination_glide/run.py b/airbyte-integrations/connectors/destination-glide/destination_glide/run.py new file mode 100644 index 000000000000..a304cd3d6aab --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/destination_glide/run.py @@ -0,0 +1,13 @@ +# +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. +# + + +import sys + +from airbyte_cdk.entrypoint import launch +from .destination import DestinationGlide + +def run(): + destination = DestinationGlide() + destination.run(sys.argv[1:]) diff --git a/airbyte-integrations/connectors/destination-glide/destination_glide/spec.json b/airbyte-integrations/connectors/destination-glide/destination_glide/spec.json new file mode 100644 index 000000000000..bf3c77220d32 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/destination_glide/spec.json @@ -0,0 +1,27 @@ +{ + "documentationUrl": "https://docs.airbyte.com/integrations/destinations/glide", + "supported_destination_sync_modes": ["overwrite"], + "supportsIncremental": false, + "connectionSpecification": { + "$schema": "http://json-schema.org/draft-07/schema#", + "title": "Destination Glide", + "type": "object", + "required": ["api_key"], + "additionalProperties": false, + "properties": { + "api_host": { + "type": "string", + "description": "The protocol and host name of the Glide API destination. Defaults to 'https://api.glideapps.com'." + }, + "api_path_root": { + "type": "string", + "description": "The path root of the Glide API destination. Defaults to empty." + }, + "api_key": { + "type": "string", + "description": "The user's key for the Glide API destination. Needs permission to write to the specified GBT.", + "airbyte_secret": true + } + } + } +} diff --git a/airbyte-integrations/connectors/destination-glide/integration_tests/GlideBigTableRestStrategy_int_test.py b/airbyte-integrations/connectors/destination-glide/integration_tests/GlideBigTableRestStrategy_int_test.py new file mode 100644 index 000000000000..9018de730d57 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/integration_tests/GlideBigTableRestStrategy_int_test.py @@ -0,0 +1,123 @@ +from datetime import datetime +from destination_glide.glide import GlideBigTableRestStrategy, Column, GlideBigTableFactory +import os +import unittest +from unittest import skip +from unittest.mock import patch +import uuid +import logging +import random + +log = logging.getLogger("test") +log.setLevel(logging.DEBUG) + +class TestGlideBigTableRestStrategy(unittest.TestCase): + ''' + Tests against a working Glide /tables API endpoint rather than being mocked like the one in unit tests. + ''' + + api_key = None + + env = "staging" + if (env == "poc"): + api_host = "https://functions.prod.internal.glideapps.com" + api_path_root = "api" + elif env=="staging": + api_host = "https://api.staging.glideapps.com" + api_path_root = "" + elif env=="prod": + api_host = "https://api.glideapps.com" + api_path_root = "" + else: + raise Exception(f"Unknown env: {env}") + + + def setUp(self): + self.api_key = os.getenv("GLIDE_API_KEY") + if self.api_key is None: + raise Exception("GLIDE_API_KEY environment variable is not set.") + + # The protocol is to call `init`, `add_row` or `add_rows` one or more times, and `commit` in that order. + + def test_new_table(self): + + # init + gbt = GlideBigTableFactory().create() + + table_name = f"test-table-{str(uuid.uuid4())}" + test_columns = [ + Column("test-str", "string"), + Column("test-num", "number") + ] + gbt.init(self.api_key, table_name, test_columns, self.api_host, self.api_path_root) + + # add_rows + for batch in range(3): + now = datetime.now() + test_rows = range(3) + test_rows = [ + { + "test-str": f"test-str-{now.isoformat()}-{batch}-{i}", + "test-num": (batch * 1000) + i, + } + for i in test_rows + ] + + # this creates the stashes: + gbt.add_rows(test_rows) + + ## this commits the stages by upserting the table: + # wraps= allows us to spy on the gbt's method here and confirm it created the table rather than overwrote it: + with patch.object(gbt, "overwrite_table_from_stash", wraps=gbt.overwrite_table_from_stash) as mock_overwrite_table_from_stash: + with patch.object(gbt, "create_table_from_stash", wraps=gbt.create_table_from_stash) as mock_create_table_from_stash: + gbt.commit() + mock_overwrite_table_from_stash.assert_not_called() + mock_create_table_from_stash.assert_called_once() + + + def test_updating_table(self): + # init + + table_name = f"test-table-{str(uuid.uuid4())}" + test_columns = [ + Column("test-str", "string"), + Column("test-num", "number") + ] + gbt = GlideBigTableFactory().create() + gbt.init(self.api_key, table_name, test_columns, self.api_host, self.api_path_root) + + # add_rows + test_rows = [ + { + "test-str": f"test-str-{datetime.now().isoformat()}", + "test-num": random.randint(0, 100000), + } + ] + gbt.add_rows(test_rows) + + ## this commits the stages by upserting the table: + gbt.commit() + + ##### NOW update the existing table we just created: + + # now do the update the second table now: + gbt = GlideBigTableFactory().create() + gbt.init(self.api_key, table_name, test_columns, self.api_host, self.api_path_root) + + now = datetime.now() + test_rows = [ + { + "test-str": f"test-str-{datetime.now().isoformat()}", + "test-num": random.randint(0, 100000), + } + ] + gbt.add_rows(test_rows) + + # wraps= allows us to spy on the gbt's method here and confirm it overwrote the table rather than created it: + with patch.object(gbt, "overwrite_table_from_stash", wraps=gbt.overwrite_table_from_stash) as mock_overwrite_table_from_stash: + with patch.object(gbt, "create_table_from_stash", wraps=gbt.create_table_from_stash) as mock_create_table_from_stash: + gbt.commit() + mock_overwrite_table_from_stash.assert_called_once() + mock_create_table_from_stash.assert_not_called() + + diff --git a/airbyte-integrations/connectors/destination-glide/main.py b/airbyte-integrations/connectors/destination-glide/main.py new file mode 100644 index 000000000000..59757e151d37 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/main.py @@ -0,0 +1,11 @@ +# +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. +# + + +import sys + +from destination_glide import DestinationGlide + +if __name__ == "__main__": + DestinationGlide().run(sys.argv[1:]) diff --git a/airbyte-integrations/connectors/destination-glide/metadata.yaml b/airbyte-integrations/connectors/destination-glide/metadata.yaml new file mode 100644 index 000000000000..e668d783b3f0 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/metadata.yaml @@ -0,0 +1,31 @@ +data: + allowedHosts: + hosts: + - TODO # Please change to the hostname of the source. + registries: + oss: + enabled: true + cloud: + enabled: false + connectorBuildOptions: + # Please update to the latest version of the connector base image. + # Please use the full address with sha256 hash to guarantee build reproducibility. + # https://hub.docker.com/r/airbyte/python-connector-base + baseImage: docker.io/airbyte/python-connector-base:1.2.2 + connectorSubtype: database + connectorType: destination + definitionId: 862fd86f-4d85-443b-8071-85bb8521806b + dockerImageTag: 0.1.0 + #dockerRepository: airbyte/destination-glide + dockerRepository: activescott/destination-glide + githubIssueLabel: destination-glide + icon: glide.svg + license: MIT + name: Glide + releaseDate: TODO + releaseStage: alpha + supportLevel: community + documentationUrl: https://docs.airbyte.com/integrations/destinations/glide + tags: 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a/airbyte-integrations/connectors/destination-glide/pyproject.toml b/airbyte-integrations/connectors/destination-glide/pyproject.toml new file mode 100644 index 000000000000..b47059962cf2 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/pyproject.toml @@ -0,0 +1,28 @@ +[build-system] +requires = [ "poetry-core>=1.0.0",] +build-backend = "poetry.core.masonry.api" + +[tool.poetry] +version = "0.1.0" +name = "destination-glide" +description = "Destination implementation for glide." +authors = [ "Airbyte ",] +license = "MIT" +readme = "README.md" +documentation = "https://docs.airbyte.com/integrations/destinations/glide" +homepage = "https://airbyte.com" +repository = "https://github.com/airbytehq/airbyte" +packages = [ { include = "destination_glide" }, {include = "main.py" } ] + +[tool.poetry.dependencies] +python = "^3.9,<3.12" +airbyte-cdk = "^0" + +[tool.poetry.scripts] +destination-glide = "destination_glide.run:run" + +[tool.poetry.group.dev.dependencies] +requests-mock = "*" +pytest-mock = "*" +pytest = "*" + diff --git a/airbyte-integrations/connectors/destination-glide/sample_files/configured_catalog-test1.json b/airbyte-integrations/connectors/destination-glide/sample_files/configured_catalog-test1.json new file mode 100644 index 000000000000..9ac002e358d3 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/sample_files/configured_catalog-test1.json @@ -0,0 +1,27 @@ +{ + "streams": [ + { + "sync_mode": "full_refresh", + "destination_sync_mode": "overwrite", + "stream": { + "name": "ab-airbyte-testing", + "supported_sync_modes": ["full_refresh"], + "source_defined_cursor": false, + "json_schema": { + "type": "object", + "properties": { + "id": { + "type": "string" + }, + "body": { + "type": "string" + }, + "attributes": { + "type": ["null", "object"] + } + } + } + } + } + ] +} diff --git a/airbyte-integrations/connectors/destination-glide/scripts/build-docker-image.sh b/airbyte-integrations/connectors/destination-glide/scripts/build-docker-image.sh new file mode 100755 index 000000000000..d92539bd6b34 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/scripts/build-docker-image.sh @@ -0,0 +1,8 @@ +#!/usr/bin/env bash +this_dir=$(cd $(dirname "$0"); pwd) # this script's directory +this_script=$(basename $0) + +# segment sometimes fails, so AIRBYTE_CI_DISABLE_TELEMETRY=true to disable it per airbyte-ci/connectors/pipelines/README.md +# see --architecture flag and available values in airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/commands.py +AIRBYTE_CI_DISABLE_TELEMETRY=true airbyte-ci connectors --name=destination-glide build \ + --architecture linux/amd64 --architecture linux/arm64 diff --git a/airbyte-integrations/connectors/destination-glide/scripts/dev-check.sh b/airbyte-integrations/connectors/destination-glide/scripts/dev-check.sh new file mode 100755 index 000000000000..a844f0ac30da --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/scripts/dev-check.sh @@ -0,0 +1,6 @@ +#!/usr/bin/env bash +this_dir=$(cd $(dirname "$0"); pwd) # this script's directory +this_script=$(basename $0) + +poetry run destination-glide check --config secrets/config.json | jq + diff --git a/airbyte-integrations/connectors/destination-glide/scripts/dev-spec.sh b/airbyte-integrations/connectors/destination-glide/scripts/dev-spec.sh new file mode 100755 index 000000000000..4714c9da5487 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/scripts/dev-spec.sh @@ -0,0 +1,5 @@ +#!/usr/bin/env bash +this_dir=$(cd $(dirname "$0"); pwd) # this script's directory +this_script=$(basename $0) + +poetry run destination-glide spec | jq diff --git a/airbyte-integrations/connectors/destination-glide/scripts/dev-write.sh b/airbyte-integrations/connectors/destination-glide/scripts/dev-write.sh new file mode 100755 index 000000000000..7ce2c738de0f --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/scripts/dev-write.sh @@ -0,0 +1,5 @@ +#!/usr/bin/env bash +this_dir=$(cd $(dirname "$0"); pwd) # this script's directory +this_script=$(basename $0) + +poetry run destination-glide write --config secrets/config.json --catalog sample_files/configured_catalog-test1.json diff --git a/airbyte-integrations/connectors/destination-glide/scripts/push-docker-image.sh b/airbyte-integrations/connectors/destination-glide/scripts/push-docker-image.sh new file mode 100755 index 000000000000..103116e888f6 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/scripts/push-docker-image.sh @@ -0,0 +1,80 @@ +#!/usr/bin/env bash +this_dir=$(cd $(dirname "$0"); pwd) # this script's directory +this_script=$(basename $0) + +# So... it looks like when the airbyte-ci builds the multi-architecture images, it puts each one on a different tag locally. +# We should probably push amd64 only or at least make it the "default" and make arm tagged sepraately. +# if we built and pushed all at once we could have a single tag for both architectures. However, we're using the airbyte-ci to build and that makes pushing a separate step. +# It looks like there is experimental support for using docker manfiest to combine tags into a single multi-arch image at https://docs.docker.com/reference/cli/docker/manifest/ +LOCAL_BUILT_IMAGE_TAG_AMD64=dev-linux-amd64 +LOCAL_BUILT_IMAGE_TAG_ARM64=dev-linux-arm64 + +LOCAL_BUILT_IMAGE_NAME=airbyte/destination-glide +# GLIDE_DOCKER_IMAGE_NAME is really only useful if we want to use it entirely in Airbyte OSS. To use in Airbyte cloud we *must* push to the airbyte-managed repo. +GLIDE_DOCKER_IMAGE_NAME=us-central1-docker.pkg.dev/glide-connectors/airbyte-glide-destination/destination-glide + +# AIRBYTE_DOCKER_IMAGE_NAME is the repo we use for Airbyte's Cloud instance. +GLIDE_AT_AIRBYTE_COMPANY_NAME=heyglide +#AIRBYTE_DOCKER_IMAGE_NAME=us-central1-docker.pkg.dev/airbyte-custom-connectors/$GLIDE_AT_AIRBYTE_COMPANY_NAME/destination-glide +AIRBYTE_DOCKER_IMAGE_NAME="$GLIDE_DOCKER_IMAGE_NAME" + +echo "Will push to remote image repository: $AIRBYTE_DOCKER_IMAGE_NAME" + +docker inspect --format='Pushing the local image "{{index .RepoTags 0}}" created at "{{.Created}}"' $LOCAL_BUILT_IMAGE_NAME:$LOCAL_BUILT_IMAGE_TAG_AMD64 +if [ $? -ne 0 ]; then + echo "Error: The local image $LOCAL_BUILT_IMAGE_NAME does not exist. Please build the image first." + exit 1 +fi + +# Fetch the list of tags from Docker Hub +#tags=$(wget -q -O - "https://hub.docker.com/v2/namespaces/activescott/repositories/destination-glide/tags?page_size=10" | grep -o '"name": *"[^"]*' | grep -o '[^"]*$' | grep -E '([0-9]+\.)+[0-9]+' ) +# Get the list of tags using gcloud with the appropriate format +tags=$(gcloud artifacts docker tags list $AIRBYTE_DOCKER_IMAGE_NAME --format="get(tag)") + +# Sort the tags and get the highest one +highest_tag=$(echo "$tags" | awk -F'/' '{print $NF}' | sed 's/latest//g' | sort -V | tail -n 1) + +echo "found highest tag on remote: $highest_tag" + +# Increment the version +IFS='.' read -ra ADDR <<< "$highest_tag" +new_version="${ADDR[0]}.${ADDR[1]}.$((ADDR[2]+1))" + +# Show the user the new version and ask if they want to continue +echo "The new version will be $new_version. Do you want to continue? (y/n)" +read answer + +if [ "$answer" != "${answer#[Yy]}" ] ; then + echo "Continuing..." +else + echo "Exiting..." + exit 1 +fi + +# Tag the local image with the new version +# NOTE: airbyte/destination-glide is the local docker image that airbyte's CI builds and names locally. + +docker image tag $LOCAL_BUILT_IMAGE_NAME:$LOCAL_BUILT_IMAGE_TAG_AMD64 $AIRBYTE_DOCKER_IMAGE_NAME:$new_version +if [ $? -ne 0 ]; then + echo "Error: The local image $LOCAL_BUILT_IMAGE_NAME does not exist. Please build the image first." + exit 1 +fi + +# Push the image with the new tag +docker push $AIRBYTE_DOCKER_IMAGE_NAME:$new_version +if [ $? -ne 0 ]; then + echo "Error: The local image $LOCAL_BUILT_IMAGE_NAME does not exist. Please build the image first." + exit 1 +fi + +echo "Do you want to make this new version the 'latest' tag in Docker too (so that new pulls get this version by default)? (y/n)" +read answer + +if [ "$answer" != "${answer#[Yy]}" ] ; then + echo "Taging latest..." + docker image tag $AIRBYTE_DOCKER_IMAGE_NAME:$new_version $AIRBYTE_DOCKER_IMAGE_NAME:latest + docker push $AIRBYTE_DOCKER_IMAGE_NAME:latest +else + echo "Exiting..." + exit 0 +fi diff --git a/airbyte-integrations/connectors/destination-glide/scripts/push-to-airbyte-cloud.sh b/airbyte-integrations/connectors/destination-glide/scripts/push-to-airbyte-cloud.sh new file mode 100755 index 000000000000..daa74a0e6aed --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/scripts/push-to-airbyte-cloud.sh @@ -0,0 +1,36 @@ +#!/usr/bin/env bash +this_dir=$(cd $(dirname "$0"); pwd) # this script's directory +this_script=$(basename $0) + +#!/usr/bin/env bash + +GLIDE_DOCKER_IMAGE_NAME=us-central1-docker.pkg.dev/glide-connectors/airbyte-glide-destination/destination-glide +#us-central1-docker.pkg.dev/airbyte-custom-connectors//:tag-a + +GLIDE_AT_AIRBYTE_COMPANY_NAME=glide # ERROR: (gcloud.artifacts.docker.tags.list) PERMISSION_DENIED: Permission 'artifactregistry.repositories.get' denied on resource '//artifactregistry.googleapis.com/projects/airbyte-custom-connectors/locations/us-central1/repositories/glide' (or it may not exist). This command is authenticated as scott.willeke@heyglide.com which is the active account specified by the [core/account] property. +GLIDE_AT_AIRBYTE_COMPANY_NAME=heyglide +AIRBYTE_DOCKER_IMAGE_NAME=us-central1-docker.pkg.dev/airbyte-custom-connectors/$GLIDE_AT_AIRBYTE_COMPANY_NAME/destination-glide + +#echo "Pushing to remote image repository: $GLIDE_DOCKER_IMAGE_NAME" +#docker inspect --format='Pushing the local image "{{index .RepoTags 0}}" created at "{{.Created}}"' $LOCAL_BUILT_IMAGE_NAME + +echo "Getting the list of tags in the airbyte cloud docker image repository:" +gcloud artifacts docker tags list $AIRBYTE_DOCKER_IMAGE_NAME + + +new_version=0.0.29 + +echo "" +echo "The new version will be $new_version and will be pushed to Airbyte's docker repo for cloud at "$AIRBYTE_DOCKER_IMAGE_NAME". Do you want to continue? (y/n)" +read answer + +if [ "$answer" != "${answer#[Yy]}" ] ; then + echo "Continuing..." +else + echo "Exiting..." + exit 1 +fi + +docker image tag $GLIDE_DOCKER_IMAGE_NAME:$new_version $AIRBYTE_DOCKER_IMAGE_NAME:$new_version +docker push $AIRBYTE_DOCKER_IMAGE_NAME:$new_version + diff --git a/airbyte-integrations/connectors/destination-glide/scripts/test-integration.sh b/airbyte-integrations/connectors/destination-glide/scripts/test-integration.sh new file mode 100755 index 000000000000..14a20ed2ef35 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/scripts/test-integration.sh @@ -0,0 +1,13 @@ +#!/usr/bin/env bash +this_dir=$(cd $(dirname "$0"); pwd) # this script's directory +this_script=$(basename $0) + +# if not GLIDE_API_KEY then print error and exit +if [ -z "$GLIDE_API_KEY" ]; then + echo "**************************************************" + echo "GLIDE_API_KEY is not set." + echo "You probably want to run this like \`GLIDE_API_KEY=xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxx ./${this_script}\`\n" + exit 1 +fi + +poetry run pytest integration_tests "$@" diff --git a/airbyte-integrations/connectors/destination-glide/scripts/test-unit.sh b/airbyte-integrations/connectors/destination-glide/scripts/test-unit.sh new file mode 100755 index 000000000000..8f55f0e395b7 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/scripts/test-unit.sh @@ -0,0 +1,6 @@ +#!/usr/bin/env bash +this_dir=$(cd $(dirname "$0"); pwd) # this script's directory +this_script=$(basename $0) + +# NOTE: -k EXPRESSION Only run tests which match the given substring expression. An expression is a Python evaluable expression where all names are substring-matched against test names and their parent classes. Example: -k 'test_method or test_other' matches all test functions and classes whose name contains 'test_method' or 'test_other'... +poetry run pytest unit_tests "$@" diff --git a/airbyte-integrations/connectors/destination-glide/todo.md b/airbyte-integrations/connectors/destination-glide/todo.md new file mode 100644 index 000000000000..50a863aa3b2b --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/todo.md @@ -0,0 +1,20 @@ +- [x] feat: choose a strategy based on config +- [x] chore: stop writing any record data to logs +- [x] chore: cleanup logs generally +- [x] fix: "add rows failed with status 400: {"message":"More than 500 mutations"}" in mutation api (batch them to ~100 or something) +- [x] fix: batch row adds in rest api +- [x] chore: unify test framework across unit/integration tests (remove pytest?) +- [x] feat: snuggle rows in a batch +- [x] feat: support multiple streams from source by using a naming convention and discovering existing tables with GET /tables +- [ ] feat: add airbyte\_ prefix to all tables to prevent user from inadvertently overwriting existing table. +- [ ] fix: replace "hostname" and "path" configs with "baseUrl" +- [ ] fix: use friendly names for the properties on the config page +- [ ] feat: verify actual host/api/auth connection in check: https://docs.airbyte.com/understanding-airbyte/airbyte-protocol#check +- [ ] feat: add a default timeout everywhere per https://requests.readthedocs.io/en/latest/user/quickstart/#timeouts + +- [ ] chore: update readme +- [ ] feat: incremental update support for airbyte (explore what APIs we need to do this) +- [ ] chore: unit test for Column to ensure it serializes to json as expected +- [x] chore: remove GlideBigTableMutationsStrategy? +- [ ] chore: clean up todos +- [ ] chore: figure out why the dev-write script stopped working (freezes) diff --git a/airbyte-integrations/connectors/destination-glide/unit_tests/GlideBigTableRestStrategy_test.py b/airbyte-integrations/connectors/destination-glide/unit_tests/GlideBigTableRestStrategy_test.py new file mode 100644 index 000000000000..226c17efd009 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/unit_tests/GlideBigTableRestStrategy_test.py @@ -0,0 +1,199 @@ +from destination_glide.glide import GlideBigTableRestStrategy, Column +import requests # for mocking it +import unittest +from unittest import skip +from unittest.mock import patch +import uuid +from requests.exceptions import HTTPError +import json + +class TestGlideBigTableRestStrategy(unittest.TestCase): + api_host = "https://test-api-host.com" + api_key = "test-api-key" + api_path_root = "test/api/path/root" + table_id = "" + table_name = "" + batch_size = 100 + + test_columns = [ + Column("test-str", "string"), + Column("test-num", "number") + ] + + def setUp(self): + self.table_id = f"test-table-id-{str(uuid.uuid4())}" + self.table_name = f"test-table-name-{str(uuid.uuid4())}" + self.gbt = GlideBigTableRestStrategy() + self.gbt.init(self.api_key, self.table_name, self.test_columns, self.api_host, self.api_path_root, self.batch_size) + + def test_invalid_col_type(self): + with self.assertRaises(ValueError): + Column("test-num", "invalid-type") + + @patch.object(requests, "post") + def test_add_rows(self, mock_post): + test_rows = [ + {"test-str": "one", "test-num": 1}, + {"test-str": "two", "test-num": 2} + ] + self.gbt.add_rows(test_rows) + mock_post.assert_not_called() + + @patch.object(requests, "post") + def test_add_rows_batching(self, mock_post): + # the batch size isn't currently strict, so the extra row will be sent in the same batch + TEST_ROW_COUNT = self.batch_size + 1 + test_rows = list([ + {"test-str": f"one {i}", "test-num": i} + for i in range(TEST_ROW_COUNT) + ]) + + self.gbt.add_rows(test_rows) + + self.assertEqual(1, mock_post.call_count) + self.assertEqual(mock_post.call_args.kwargs["json"], test_rows) + + @patch.object(requests, "post") + def test_add_rows_413(self, mock_post): + self.gbt.batch_size = 1 + mock_post.return_value.status_code = 413 + mock_post.return_value.text = "Payload Too Large" + mock_post.return_value.raise_for_status.side_effect = HTTPError("413 Client Error: Payload Too Large") + + with self.assertRaises(Exception) as context: + self.gbt.add_rows([ + {"test-str": "one", "test-num": 1}, + {"test-str": "two", "test-num": 2}, + {"test-str": "three", "test-num": 3}, + {"test-str": "four", "test-num": 4}]) + + self.assertIn("Failed to post rows batch", str(context.exception)) + + @patch.object(requests, "post") + def test_split_batches_on_413(self, mock_post): + threshold_bytes = 200 + did_fail = False + sent_rows = [] + + def side_effect(*args, **kwargs): + payload = kwargs.get("json", []) + payload_size = len(json.dumps(payload).encode("utf-8")) + mock_response = requests.Response() + if payload_size > threshold_bytes: + mock_response.status_code = 413 + mock_response._content = b"Payload Too Large" + nonlocal did_fail + did_fail = True + else: + mock_response.status_code = 200 + mock_response._content = b"OK" + nonlocal sent_rows + sent_rows.extend(payload) + return mock_response + + mock_post.side_effect = side_effect + + # Force small flushes to test smaller batches + self.gbt.batch_size = 2 + + # Attempt to add rows that will exceed threshold if posted all at once + large_number_of_rows = [ + {"test-str": "foo " * 30, "test-num": i} # repeated strings for size + for i in range(10) + ] + self.gbt.add_rows(large_number_of_rows) + + self.assertTrue(did_fail) + self.assertEqual(large_number_of_rows, sent_rows) + + @patch.object(requests, "post") + def test_split_batches_on_413_varied_thresholds(self, mock_post): + thresholds = [200, 512, 1024, 2048, 8192] + for threshold_bytes in thresholds: + with self.subTest(threshold_bytes=threshold_bytes): + did_fail = False + sent_rows = [] + + def side_effect(*args, **kwargs): + payload = kwargs.get("json", []) + payload_size = len(json.dumps(payload).encode("utf-8")) + mock_response = requests.Response() + if payload_size > threshold_bytes: + mock_response.status_code = 413 + mock_response._content = b"Payload Too Large" + nonlocal did_fail + did_fail = True + else: + mock_response.status_code = 200 + mock_response._content = b"OK" + sent_rows.extend(payload) + return mock_response + + mock_post.reset_mock() + mock_post.side_effect = side_effect + + self.gbt.batch_size = 2 + large_number_of_rows = [ + {"test-str": "foo " * 30, "test-num": i} + for i in range(10) + ] + self.gbt.add_rows(large_number_of_rows) + + self.assertTrue(did_fail or len(large_number_of_rows) == len(sent_rows)) + self.assertEqual(large_number_of_rows, sent_rows) + + def test_commit_with_pre_existing_table(self): + with patch.object(requests, "post") as mock_post: + TEST_ROW_COUNT = self.batch_size + test_rows = list([ + {"test-str": f"one {i}", "test-num": i} + for i in range(TEST_ROW_COUNT) + ]) + self.gbt.add_rows(test_rows) + + with patch.object(requests, "get") as mock_get: + # mock the `GET /tables` response to include the table: + mock_get.return_value.status_code = 200 + mock_get.return_value.json.return_value = { + "data": [ + { + "name": self.table_name, + "id": self.table_id + } + ] + } + mock_post.reset_mock() + with patch.object(requests, "put") as mock_put: + self.gbt.commit() + # it should have called put to overwrite a table and NOT called post + mock_put.assert_called_once() + # it should have NOT created a new table via post: + mock_post.assert_not_called() + + def test_commit_with_non_existing_table(self): + # TODO: in a future version, we want to search for the table and if not found, create it. if found, update it (put). + with patch.object(requests, "post") as mock_post: + test_rows = [ + {"test-str": "one", "test-num": 1}, + {"test-str": "two", "test-num": 2} + ] + self.gbt.add_rows(test_rows) + + with patch.object(requests, "get") as mock_get: + # mock the `GET /tables` response to include the table: + mock_get.return_value.status_code = 200 + mock_get.return_value.json.return_value = { + "data": [] + } + mock_post.reset_mock() + with patch.object(requests, "put") as mock_put: + self.gbt.commit() + # it should not have tried to overwrite a table with put + mock_put.assert_not_called() + # it should have created a new table with post: + mock_put.assert_not_called() + + + +if __name__ == '__main__': + unittest.main() diff --git a/airbyte-integrations/connectors/destination-glide/unit_tests/destination_test.py b/airbyte-integrations/connectors/destination-glide/unit_tests/destination_test.py new file mode 100644 index 000000000000..a45910ee9f55 --- /dev/null +++ b/airbyte-integrations/connectors/destination-glide/unit_tests/destination_test.py @@ -0,0 +1,320 @@ +from airbyte_cdk.models import ( + AirbyteMessage, + AirbyteRecordMessage, + AirbyteStateMessage, + AirbyteStream, + ConfiguredAirbyteCatalog, + ConfiguredAirbyteStream, + DestinationSyncMode, + Status, + SyncMode, + Type +) +from datetime import datetime +from destination_glide import DestinationGlide +from destination_glide.glide import GlideBigTableBase, GlideBigTableFactory +from destination_glide.log import LOG_LEVEL_DEFAULT +import json +import logging +import random +import string +from typing import Any, Mapping, Callable +import unittest +from unittest.mock import patch, create_autospec, Mock + + +def create_default_config() -> Mapping[str, Any]: + with open("secrets/config.json", "r") as f: + return json.loads(f.read()) + + +def create_test_table_name() -> str: + letters = string.ascii_lowercase + rand_string = "".join(random.choice(letters) for _ in range(10)) + return f"test_table_{rand_string}" + + +def table_schema() -> str: + stream_schema = { + "type": "object", + "properties": { + "string_col": {"type": "string"}, + "int_col": {"type": "integer"}, + "date_col": {"type": "string", "format": "date-time"}, + "other_col": {"type": ["null", "string"]} + }, + } + return stream_schema + + +def AirbyteLogger() -> logging.Logger: + logger = logging.getLogger('airbyte') + logger.setLevel(LOG_LEVEL_DEFAULT) + + +def create_configured_catalog_default(test_table_name: str, table_schema: str) -> ConfiguredAirbyteCatalog: + overwrite_stream = ConfiguredAirbyteStream( + stream=AirbyteStream(name=test_table_name, json_schema=table_schema, + supported_sync_modes=[SyncMode.incremental]), + sync_mode=SyncMode.incremental, + destination_sync_mode=DestinationSyncMode.overwrite, + ) + return ConfiguredAirbyteCatalog(streams=[overwrite_stream]) + + +def create_airbyte_message_record(stream_name: str, record_index: int): + return AirbyteMessage( + type=Type.RECORD, + record=AirbyteRecordMessage( + stream=stream_name, data={"key_str": f"value{record_index}", "key_int": record_index}, emitted_at=int(datetime.now().timestamp()) * 1000 + ), + ) + + +def create_airbyte_message_state(stream_name: str): + return AirbyteMessage( + type=Type.STATE, + state=AirbyteStateMessage( + data={"data is": " opaque to destination"} + ) + ) + + +def CreateMockGlideBigTable(): + return create_autospec(GlideBigTableBase) + + +class TestDestinationGlide(unittest.TestCase): + api_host = 'https://test-api-host.com' + api_key = 'test-api-key' + api_path_root = '/test/api/path/root' + table_id = 'test-table-id' + + def setUp(self): + self.test_table_name = create_test_table_name() + + def test_check_with_valid_config(config: Mapping): + outcome = DestinationGlide().check(AirbyteLogger(), config) + assert outcome.status == Status.SUCCEEDED + + @patch.object(GlideBigTableFactory, "create") + def test_write_simple(self, mock_factory: Callable): + mock_bigtable = CreateMockGlideBigTable() + mock_factory.return_value = mock_bigtable + + destination = DestinationGlide() + + generator = destination.write( + config=create_default_config(), + configured_catalog=create_configured_catalog_default(self.test_table_name, + table_schema=table_schema()), + input_messages=[ + create_airbyte_message_record(self.test_table_name, 1), + create_airbyte_message_record(self.test_table_name, 2), + create_airbyte_message_state(self.test_table_name) + ] + ) + + # invoke the generator to get the results: + result = list(generator) + self.assertEqual(0, len(result)) + + # ensure it called init, multiple add_rows, followed by commit: + self.assertEqual(4, len(mock_bigtable.mock_calls)) + # NOTE: the call objects in Mock.mock_calls, are three-tuples of (name, positional args, keyword args). + CALL_METHOD_NAME_INDEX = 0 + self.assertEqual( + "init", mock_bigtable.mock_calls[0][CALL_METHOD_NAME_INDEX]) + self.assertEqual( + "add_row", mock_bigtable.mock_calls[2][CALL_METHOD_NAME_INDEX]) + self.assertEqual( + "commit", mock_bigtable.mock_calls[3][CALL_METHOD_NAME_INDEX]) + + + @patch.object(GlideBigTableFactory, "create") + def test_write_source_schema_without_type(self, mock_factory: Callable): + """ + This tests a case where the source schema has a property without a type. + This happened with Github's "issues" stream for a property. + """ + mock_bigtable = CreateMockGlideBigTable() + mock_factory.return_value = mock_bigtable + + destination = DestinationGlide() + + # create a schema with a property that has no type: + my_schema = { + "type": "object", + "properties": { + "key_str": {"type": "string"}, + "no_type_col": {} + }, + } + + generator = destination.write( + config=create_default_config(), + configured_catalog=create_configured_catalog_default(self.test_table_name, + table_schema=my_schema), + input_messages=[ + AirbyteMessage( + type=Type.RECORD, + record=AirbyteRecordMessage( + stream=self.test_table_name, data={"key_str": f"row {0}", "no_type_col": f"row {0}"}, emitted_at=int(datetime.now().timestamp()) * 1000 + ), + ), + ] + ) + + # invoke the generator to get the results: + result = list(generator) + self.assertEqual(0, len(result)) + + # ensure it called init, multiple add_rows, followed by commit: + self.assertEqual(3, len(mock_bigtable.mock_calls)) + # NOTE: the call objects in Mock.mock_calls, are three-tuples of (name, positional args, keyword args). + CALL_METHOD_NAME_INDEX = 0 + EXPECTED_CALLS = ["init", "add_row", "commit"] + # now loop through each expected call and make sure it was found in the list of actual calls made by the destination: + for expected_call in EXPECTED_CALLS: + found = False + for actual_call in mock_bigtable.mock_calls: + if actual_call[CALL_METHOD_NAME_INDEX] == expected_call: + found = True + break + self.assertTrue(found, f"Expected call {expected_call} not found in actual calls") + + # get the columns we passed into the big table during init and verify the type defaulted to string: + ARGS_INDEX = 1 + init_call_args = mock_bigtable.mock_calls[0][ARGS_INDEX] + ARGS_INDEX_COLUMNS = 2 + columns = init_call_args[ARGS_INDEX_COLUMNS] + col_no_type = [col for col in columns if col.id() == "no_type_col"] + self.assertEqual(col_no_type[0].type(), "string") + + + @patch.object(GlideBigTableFactory, "create") + def test_write_with_checkpoints(self, mock_factory: Callable): + """ + Ensures that the destination writes rows to the table as they are streamed from the source: + """ + mock_bigtable = CreateMockGlideBigTable() + mock_factory.return_value = mock_bigtable + + destination = DestinationGlide() + + # create enough records to cause a batch: + RECORD_COUNT = 10 + input_messages = [] + input_messages.extend([create_airbyte_message_record( + self.test_table_name, i) for i in range(RECORD_COUNT)]) + # create first checkpoint record: + input_messages.append(create_airbyte_message_state(self.test_table_name)) + input_messages.extend([create_airbyte_message_record( + self.test_table_name, i) for i in range(RECORD_COUNT)]) + # create second checkpoint record: + input_messages.append(create_airbyte_message_state(self.test_table_name)) + + generator = destination.write( + config=create_default_config(), + configured_catalog=create_configured_catalog_default(self.test_table_name, + table_schema=table_schema()), + input_messages=input_messages + ) + + # invoke the generator to get the results: + result = list(generator) + # we had two state records but we don't want to yield them + self.assertEqual(0, len(result)) + + # ensure it called add_rows multiple times: + self.assertGreaterEqual(mock_bigtable.add_row.call_count, 2) + # NOTE: the call objects in Mock.mock_calls, are three-tuples of (name, positional args, keyword args). + CALL_METHOD_NAME_INDEX = 0 + self.assertEqual( + "init", mock_bigtable.mock_calls[0][CALL_METHOD_NAME_INDEX]) + mock_bigtable.add_row.assert_called() + self.assertEqual( + "commit", mock_bigtable.mock_calls[mock_bigtable.call_count - 1][CALL_METHOD_NAME_INDEX]) + + @patch.object(GlideBigTableFactory, "create", wraps=CreateMockGlideBigTable()) + def test_write_with_multiple_streams(self, mock_factory: Callable): + """ + multiple streams should cause multiple tables to be created, and multiple stashes to be committed + """ + # mock_bigtable = CreateMockGlideBigTable() + # mock_factory.return_value = mock_bigtable + + destination = DestinationGlide() + + # create a catalog with multiple streams: + streamA = ConfiguredAirbyteStream( + stream=AirbyteStream(name="stream-a", json_schema=table_schema(), + supported_sync_modes=[SyncMode.incremental]), + sync_mode=SyncMode.incremental, + destination_sync_mode=DestinationSyncMode.overwrite, + ) + streamB = ConfiguredAirbyteStream( + stream=AirbyteStream(name="stream-b", json_schema=table_schema(), + supported_sync_modes=[SyncMode.incremental]), + sync_mode=SyncMode.incremental, + destination_sync_mode=DestinationSyncMode.overwrite, + ) + + configured_catalog = ConfiguredAirbyteCatalog( + streams=[streamA, streamB]) + + generator = destination.write( + config=create_default_config(), + configured_catalog=configured_catalog, + input_messages=[ + create_airbyte_message_record("stream-a", 0), + create_airbyte_message_record("stream-b", 0), + create_airbyte_message_state("stream-a"), + create_airbyte_message_state("stream-b") + ] + ) + + # invoke the generator to get the results: + result = list(generator) + + # multiple tables should have been created, and multiple stashes been committed + self.assertEqual(mock_factory.call_count, 2) + + @patch.object(GlideBigTableFactory, "create") + def test_with_invalid_column_types(self, mock_factory: Callable): + mock_bigtable = CreateMockGlideBigTable() + mock_factory.return_value = mock_bigtable + + destination = DestinationGlide() + + test_schema = { + "type": "object", + "properties": { + "int_col": {"type": "integer"}, + # NOTE: null and object not supported by glide so this fails + "obj_null_col": {"type": ["null", "object"]}, + "date_col": {"type": "string", "format": "date-time"}, + }, + } + + generator = destination.write( + config=create_default_config(), + configured_catalog=create_configured_catalog_default(self.test_table_name, + table_schema=test_schema), + input_messages=[ + create_airbyte_message_record(self.test_table_name, 1), + create_airbyte_message_record(self.test_table_name, 2), + create_airbyte_message_state(self.test_table_name) + ] + ) + + # expecting not to return the state message: + result = list(generator) + assert len(result) == 0 + + mock_bigtable.add_row.assert_called() + # get the columns we passed into teh API and verify the type defaulted to string: + schema_calls = mock_bigtable.init.call_args[0][2] + null_column = [col for col in schema_calls if col.id() + == "obj_null_col"][0] + self.assertEqual(null_column.type(), "string")