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🎉 Add Python Destination Template #4771
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* | ||
!Dockerfile | ||
!main.py | ||
!destination_{{snakeCase name}} | ||
!setup.py |
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FROM python:3.7.11-alpine3.14 | ||
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# Bash is installed for more convenient debugging. | ||
RUN apt-get update && apt-get install -y bash && rm -rf /var/lib/apt/lists/* | ||
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WORKDIR /airbyte/integration_code | ||
COPY destination_{{snakeCase name}} ./destination_{{snakeCase name}} | ||
COPY main.py ./ | ||
COPY setup.py ./ | ||
RUN pip install . | ||
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ENV AIRBYTE_ENTRYPOINT "python /airbyte/integration_code/main.py" | ||
ENTRYPOINT ["python", "/airbyte/integration_code/main.py"] | ||
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LABEL io.airbyte.version=0.1.0 | ||
LABEL io.airbyte.name=airbyte/destination-{{dashCase name}} |
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# {{titleCase name}} Destination | ||
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This is the repository for the {{titleCase name}} destination connector, written in Python. | ||
For information about how to use this connector within Airbyte, see [the documentation](https://docs.airbyte.io/integrations/destinations/{{dashCase name}}). | ||
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## Local development | ||
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### Prerequisites | ||
**To iterate on this connector, make sure to complete this prerequisites section.** | ||
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#### Minimum Python version required `= 3.7.0` | ||
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#### Build & Activate Virtual Environment and install dependencies | ||
From this connector directory, create a virtual environment: | ||
``` | ||
python -m venv .venv | ||
``` | ||
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This will generate a virtualenv for this module in `.venv/`. Make sure this venv is active in your | ||
development environment of choice. To activate it from the terminal, run: | ||
``` | ||
source .venv/bin/activate | ||
pip install -r requirements.txt | ||
``` | ||
If you are in an IDE, follow your IDE's instructions to activate the virtualenv. | ||
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Note that while we are installing dependencies from `requirements.txt`, you should only edit `setup.py` for your dependencies. `requirements.txt` is | ||
used for editable installs (`pip install -e`) to pull in Python dependencies from the monorepo and will call `setup.py`. | ||
If this is mumbo jumbo to you, don't worry about it, just put your deps in `setup.py` but install using `pip install -r requirements.txt` and everything | ||
should work as you expect. | ||
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#### Building via Gradle | ||
From the Airbyte repository root, run: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:destination-{{dashCase name}}:build | ||
``` | ||
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#### Create credentials | ||
**If you are a community contributor**, follow the instructions in the [documentation](https://docs.airbyte.io/integrations/destinations/{{dashCase name}}) | ||
to generate the necessary credentials. Then create a file `secrets/config.json` conforming to the `destination_{{snakeCase name}}/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. | ||
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**If you are an Airbyte core member**, copy the credentials in Lastpass under the secret name `destination {{dashCase name}} test creds` | ||
and place them into `secrets/config.json`. | ||
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### Locally running the connector | ||
``` | ||
python main.py spec | ||
python main.py check --config secrets/config.json | ||
python main.py discover --config secrets/config.json | ||
python main.py read --config secrets/config.json --catalog integration_tests/configured_catalog.json | ||
``` | ||
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### Locally running the connector docker image | ||
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#### Build | ||
First, make sure you build the latest Docker image: | ||
``` | ||
docker build . -t airbyte/destination-{{dashCase name}}:dev | ||
``` | ||
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You can also build the connector image via Gradle: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:destination-{{dashCase name}}:airbyteDocker | ||
``` | ||
When building via Gradle, the docker image name and tag, respectively, are the values of the `io.airbyte.name` and `io.airbyte.version` `LABEL`s in | ||
the Dockerfile. | ||
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#### Run | ||
Then run any of the connector commands as follows: | ||
``` | ||
docker run --rm airbyte/destination-{{dashCase name}}:dev spec | ||
docker run --rm -v $(pwd)/secrets:/secrets airbyte/destination-{{dashCase name}}:dev check --config /secrets/config.json | ||
# messages.jsonl is a file containing line-separated JSON representing AirbyteMessages | ||
cat messages.jsonl | docker run --rm -v $(pwd)/secrets:/secrets -v $(pwd)/integration_tests:/integration_tests airbyte/destination-{{dashCase name}}:dev write --config /secrets/config.json --catalog /integration_tests/configured_catalog.json | ||
``` | ||
## Testing | ||
Make sure to familiarize yourself with [pytest test discovery](https://docs.pytest.org/en/latest/goodpractices.html#test-discovery) to know how your test files and methods should be named. | ||
First install test dependencies into your virtual environment: | ||
``` | ||
pip install .[tests] | ||
``` | ||
### Unit Tests | ||
To run unit tests locally, from the connector directory run: | ||
``` | ||
python -m pytest unit_tests | ||
``` | ||
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### Integration Tests | ||
There are two types of integration tests: Acceptance Tests (Airbyte's test suite for all destination connectors) and custom integration tests (which are specific to this connector). | ||
#### Custom Integration tests | ||
Place custom tests inside `integration_tests/` folder, then, from the connector root, run | ||
``` | ||
python -m pytest integration_tests | ||
``` | ||
#### Acceptance Tests | ||
Coming soon: | ||
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### Using gradle to run tests | ||
All commands should be run from airbyte project root. | ||
To run unit tests: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:destination-{{dashCase name}}:unitTest | ||
``` | ||
To run acceptance and custom integration tests: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:destination-{{dashCase name}}:integrationTest | ||
``` | ||
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## Dependency Management | ||
All of your dependencies should go in `setup.py`, NOT `requirements.txt`. The requirements file is only used to connect internal Airbyte dependencies in the monorepo for local development. | ||
We split dependencies between two groups, dependencies that are: | ||
* required for your connector to work need to go to `MAIN_REQUIREMENTS` list. | ||
* required for the testing need to go to `TEST_REQUIREMENTS` list | ||
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### 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 unit and integration tests. | ||
1. Bump the connector version in `Dockerfile` -- just increment the value of the `LABEL io.airbyte.version` appropriately (we use [SemVer](https://semver.org/)). | ||
1. Create a Pull Request. | ||
1. Pat yourself on the back for being an awesome contributor. | ||
1. Someone from Airbyte will take a look at your PR and iterate with you to merge it into master. |
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plugins { | ||
id 'airbyte-python' | ||
id 'airbyte-docker' | ||
} | ||
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airbytePython { | ||
moduleDirectory 'destination_{{snakeCase name}}' | ||
} |
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# MIT License | ||
# | ||
# Copyright (c) 2020 Airbyte | ||
# | ||
# Permission is hereby granted, free of charge, to any person obtaining a copy | ||
# of this software and associated documentation files (the "Software"), to deal | ||
# in the Software without restriction, including without limitation the rights | ||
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
# copies of the Software, and to permit persons to whom the Software is | ||
# furnished to do so, subject to the following conditions: | ||
# | ||
# The above copyright notice and this permission notice shall be included in all | ||
# copies or substantial portions of the Software. | ||
# | ||
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
# SOFTWARE. | ||
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from .destination import Destination{{properCase name}} | ||
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__all__ = ["Destination{{properCase name}}"] | ||
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# MIT License | ||
# | ||
# Copyright (c) 2020 Airbyte | ||
# | ||
# Permission is hereby granted, free of charge, to any person obtaining a copy | ||
# of this software and associated documentation files (the "Software"), to deal | ||
# in the Software without restriction, including without limitation the rights | ||
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
# copies of the Software, and to permit persons to whom the Software is | ||
# furnished to do so, subject to the following conditions: | ||
# | ||
# The above copyright notice and this permission notice shall be included in all | ||
# copies or substantial portions of the Software. | ||
# | ||
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
# SOFTWARE. | ||
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from typing import Mapping, Any, Iterable | ||
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from airbyte_cdk import AirbyteLogger | ||
from airbyte_cdk.destinations import Destination | ||
from airbyte_cdk.models import AirbyteConnectionStatus, ConfiguredAirbyteCatalog, AirbyteMessage, Type | ||
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class Destination{{properCase name}}(Destination): | ||
def write( | ||
self, | ||
config: Mapping[str, Any], | ||
configured_catalog: ConfiguredAirbyteCatalog, | ||
input_messages: Iterable[AirbyteMessage] | ||
) -> Iterable[AirbyteMessage]: | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Should this specifically return a generator/iterator or is an in-memory iterable also permissible? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Not to speak for Sherif - traditionally the interface has been as generic as possible to give contributors maximum flexible, so either would work. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Yeah makes sense, thanks |
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""" | ||
TODO | ||
Reads the input stream of messages, config, and catalog to write data to the destination. | ||
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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. | ||
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: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 | ||
""" | ||
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pass | ||
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def check(self, logger: AirbyteLogger, 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. | ||
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: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 | ||
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:return: AirbyteConnectionStatus indicating a Success or Failure | ||
""" | ||
try: | ||
# TODO | ||
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return AirbyteConnectionStatus(status=Status.SUCCEEDED) | ||
except Exception as e: | ||
return AirbyteConnectionStatus(status=Status.FAILED, message=f"An exception occurred: {repr(e)}") | ||
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{ | ||
"documentationUrl": "https://docs.airbyte.io/integrations/destinations/{{kebabCase name}}", | ||
"supported_destination_sync_modes": ["TODO, available options are: 'overwrite', 'append', and 'append_dedup'"], | ||
"supportsIncremental": true, | ||
"supportsDBT": false, | ||
"supportsNormalization": false, | ||
"connectionSpecification": { | ||
"$schema": "http://json-schema.org/draft-07/schema#", | ||
"title": "Destination {{titleCase name}}", | ||
"type": "object", | ||
"required": ["TODO -- fix me!"], | ||
"additionalProperties": false, | ||
"properties": { | ||
"TODO": { | ||
"type": "string", | ||
"description": "FIX ME" | ||
} | ||
} | ||
} | ||
} |
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# MIT License | ||
# | ||
# Copyright (c) 2020 Airbyte | ||
# | ||
# Permission is hereby granted, free of charge, to any person obtaining a copy | ||
# of this software and associated documentation files (the "Software"), to deal | ||
# in the Software without restriction, including without limitation the rights | ||
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
# copies of the Software, and to permit persons to whom the Software is | ||
# furnished to do so, subject to the following conditions: | ||
# | ||
# The above copyright notice and this permission notice shall be included in all | ||
# copies or substantial portions of the Software. | ||
# | ||
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
# SOFTWARE. | ||
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def integration_test(): | ||
# TODO write integration tests | ||
pass | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit: newline eof |
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# | ||
# MIT License | ||
# | ||
# Copyright (c) 2020 Airbyte | ||
# | ||
# Permission is hereby granted, free of charge, to any person obtaining a copy | ||
# of this software and associated documentation files (the "Software"), to deal | ||
# in the Software without restriction, including without limitation the rights | ||
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
# copies of the Software, and to permit persons to whom the Software is | ||
# furnished to do so, subject to the following conditions: | ||
# | ||
# The above copyright notice and this permission notice shall be included in all | ||
# copies or substantial portions of the Software. | ||
# | ||
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
# SOFTWARE. | ||
# | ||
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import sys | ||
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from destination_{{snakeCase name}} import Destination{{pascalCase name}} | ||
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if __name__ == "__main__": | ||
Destination{{pascalCase name}}().run(sys.argv[1:]) | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit: newline eof There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I think this one (and others) have newlines, typically github shows a red circle otherwise There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Ah gotcha my bad |
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# | ||
# MIT License | ||
# | ||
# Copyright (c) 2020 Airbyte | ||
# | ||
# Permission is hereby granted, free of charge, to any person obtaining a copy | ||
# of this software and associated documentation files (the "Software"), to deal | ||
# in the Software without restriction, including without limitation the rights | ||
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
# copies of the Software, and to permit persons to whom the Software is | ||
# furnished to do so, subject to the following conditions: | ||
# | ||
# The above copyright notice and this permission notice shall be included in all | ||
# copies or substantial portions of the Software. | ||
# | ||
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
# SOFTWARE. | ||
# | ||
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from setuptools import find_packages, setup | ||
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MAIN_REQUIREMENTS = [ | ||
"airbyte-cdk", | ||
] | ||
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TEST_REQUIREMENTS = [ | ||
"pytest~=6.1" | ||
] | ||
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setup( | ||
name="destination_{{snakeCase name}}", | ||
description="Destination implementation for {{titleCase name}}.", | ||
author="Airbyte", | ||
author_email="[email protected]", | ||
packages=find_packages(), | ||
install_requires=MAIN_REQUIREMENTS, | ||
package_data={"": ["*.json"]}, | ||
extras_require={ | ||
"tests": TEST_REQUIREMENTS, | ||
}, | ||
) |
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nit: newline eof