From be8d2ff5f704b04d6d4b7d3a3c2ba1ee2a763657 Mon Sep 17 00:00:00 2001 From: Erick Friis Date: Tue, 27 Feb 2024 19:37:53 -0800 Subject: [PATCH] airbyte[patch]: init pkg (#18236) --- .github/workflows/_dependencies.yml | 4 + .github/workflows/_integration_test.yml | 1 + .github/workflows/_release.yml | 1 + .gitignore | 5 +- .../document_loaders/airbyte.ipynb | 292 ++ docs/docs/integrations/providers/airbyte.mdx | 38 +- libs/partners/airbyte/.gitignore | 1 + libs/partners/airbyte/LICENSE | 21 + libs/partners/airbyte/Makefile | 56 + libs/partners/airbyte/README.md | 27 + .../airbyte/langchain_airbyte/__init__.py | 3 + .../langchain_airbyte/document_loaders.py | 121 + .../airbyte/langchain_airbyte/py.typed | 0 libs/partners/airbyte/poetry.lock | 2997 +++++++++++++++++ libs/partners/airbyte/pyproject.toml | 85 + .../partners/airbyte/scripts/check_imports.py | 17 + .../airbyte/scripts/check_pydantic.sh | 27 + libs/partners/airbyte/scripts/lint_imports.sh | 18 + libs/partners/airbyte/tests/__init__.py | 0 .../tests/integration_tests/__init__.py | 0 .../tests/integration_tests/test_compile.py | 7 + .../test_document_loaders.py | 28 + .../airbyte/tests/unit_tests/__init__.py | 0 .../tests/unit_tests/test_document_loaders.py | 77 + .../airbyte/tests/unit_tests/test_imports.py | 9 + 25 files changed, 3829 insertions(+), 6 deletions(-) create mode 100644 docs/docs/integrations/document_loaders/airbyte.ipynb create mode 100644 libs/partners/airbyte/.gitignore create mode 100644 libs/partners/airbyte/LICENSE create mode 100644 libs/partners/airbyte/Makefile create mode 100644 libs/partners/airbyte/README.md create mode 100644 libs/partners/airbyte/langchain_airbyte/__init__.py create mode 100644 libs/partners/airbyte/langchain_airbyte/document_loaders.py create mode 100644 libs/partners/airbyte/langchain_airbyte/py.typed create mode 100644 libs/partners/airbyte/poetry.lock create mode 100644 libs/partners/airbyte/pyproject.toml create mode 100644 libs/partners/airbyte/scripts/check_imports.py create mode 100755 libs/partners/airbyte/scripts/check_pydantic.sh create mode 100755 libs/partners/airbyte/scripts/lint_imports.sh create mode 100644 libs/partners/airbyte/tests/__init__.py create mode 100644 libs/partners/airbyte/tests/integration_tests/__init__.py create mode 100644 libs/partners/airbyte/tests/integration_tests/test_compile.py create mode 100644 libs/partners/airbyte/tests/integration_tests/test_document_loaders.py create mode 100644 libs/partners/airbyte/tests/unit_tests/__init__.py create mode 100644 libs/partners/airbyte/tests/unit_tests/test_document_loaders.py create mode 100644 libs/partners/airbyte/tests/unit_tests/test_imports.py diff --git a/.github/workflows/_dependencies.yml b/.github/workflows/_dependencies.yml index dd12a25c05..23627bd13b 100644 --- a/.github/workflows/_dependencies.yml +++ b/.github/workflows/_dependencies.yml @@ -63,6 +63,8 @@ jobs: - name: Install the opposite major version of pydantic # If normal tests use pydantic v1, here we'll use v2, and vice versa. shell: bash + # airbyte currently doesn't support pydantic v2 + if: ${{ !startsWith(inputs.working-directory, 'libs/partners/airbyte') }} run: | # Determine the major part of pydantic version REGULAR_VERSION=$(poetry run python -c "import pydantic; print(pydantic.__version__)" | cut -d. -f1) @@ -97,6 +99,8 @@ jobs: fi echo "Found pydantic version ${CURRENT_VERSION}, as expected" - name: Run pydantic compatibility tests + # airbyte currently doesn't support pydantic v2 + if: ${{ !startsWith(inputs.working-directory, 'libs/partners/airbyte') }} shell: bash run: make test diff --git a/.github/workflows/_integration_test.yml b/.github/workflows/_integration_test.yml index ee21aae785..8246ed1544 100644 --- a/.github/workflows/_integration_test.yml +++ b/.github/workflows/_integration_test.yml @@ -73,6 +73,7 @@ jobs: ES_URL: ${{ secrets.ES_URL }} ES_CLOUD_ID: ${{ secrets.ES_CLOUD_ID }} ES_API_KEY: ${{ secrets.ES_API_KEY }} + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # for airbyte run: | make integration_tests diff --git a/.github/workflows/_release.yml b/.github/workflows/_release.yml index 2afb23a5a0..e4b5e21a45 100644 --- a/.github/workflows/_release.yml +++ b/.github/workflows/_release.yml @@ -194,6 +194,7 @@ jobs: ES_URL: ${{ secrets.ES_URL }} ES_CLOUD_ID: ${{ secrets.ES_CLOUD_ID }} ES_API_KEY: ${{ secrets.ES_API_KEY }} + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # for airbyte run: make integration_tests working-directory: ${{ inputs.working-directory }} diff --git a/.gitignore b/.gitignore index db21b91109..c24d6e3f56 100644 --- a/.gitignore +++ b/.gitignore @@ -115,13 +115,10 @@ celerybeat.pid # Environments .env .envrc -.venv -.venvs +.venv* env/ -venv/ ENV/ env.bak/ -venv.bak/ # Spyder project settings .spyderproject diff --git a/docs/docs/integrations/document_loaders/airbyte.ipynb b/docs/docs/integrations/document_loaders/airbyte.ipynb new file mode 100644 index 0000000000..dd47609964 --- /dev/null +++ b/docs/docs/integrations/document_loaders/airbyte.ipynb @@ -0,0 +1,292 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "1f3a5ebf", + "metadata": {}, + "source": [ + "# AirbyteLoader" + ] + }, + { + "cell_type": "markdown", + "id": "35ac77b1-449b-44f7-b8f3-3494d55c286e", + "metadata": {}, + "source": [ + ">[Airbyte](https://github.com/airbytehq/airbyte) is a data integration platform for ELT pipelines from APIs, databases & files to warehouses & lakes. It has the largest catalog of ELT connectors to data warehouses and databases.\n", + "\n", + "This covers how to load any source from Airbyte into LangChain documents\n", + "\n", + "## Installation\n", + "\n", + "In order to use `AirbyteLoader` you need to install the `langchain-airbyte` integration package." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "180c8b74", + "metadata": {}, + "outputs": [], + "source": [ + "% pip install -qU langchain-airbyte" + ] + }, + { + "cell_type": "markdown", + "id": "3dd92c62", + "metadata": {}, + "source": [ + "## Loading Documents\n", + "\n", + "By default, the `AirbyteLoader` will load any structured data from a stream and output yaml-formatted documents." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "721d9316", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "```yaml\n", + "academic_degree: PhD\n", + "address:\n", + " city: Lauderdale Lakes\n", + " country_code: FI\n", + " postal_code: '75466'\n", + " province: New Jersey\n", + " state: Hawaii\n", + " street_name: Stoneyford\n", + " street_number: '1112'\n", + "age: 44\n", + "blood_type: \"O\\u2212\"\n", + "created_at: '2004-04-02T13:05:27+00:00'\n", + "email: bread2099+1@outlook.com\n", + "gender: Fluid\n", + "height: '1.62'\n", + "id: 1\n", + "language: Belarusian\n", + "name: Moses\n", + "nationality: Dutch\n", + "occupation: Track Worker\n", + "telephone: 1-467-194-2318\n", + "title: M.Sc.Tech.\n", + "updated_at: '2024-02-27T16:41:01+00:00'\n", + "weight: 6\n" + ] + } + ], + "source": [ + "from langchain_airbyte import AirbyteLoader\n", + "\n", + "loader = AirbyteLoader(\n", + " source=\"source-faker\",\n", + " stream=\"users\",\n", + " config={\"count\": 10},\n", + ")\n", + "docs = loader.load()\n", + "print(docs[0].page_content[:500])" + ] + }, + { + "cell_type": "markdown", + "id": "fca024cb", + "metadata": { + "scrolled": true + }, + "source": [ + "You can also specify a custom prompt template for formatting documents:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9fa002a5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "My name is Verdie and I am 1.73 meters tall.\n" + ] + } + ], + "source": [ + "from langchain_core.prompts import PromptTemplate\n", + "\n", + "loader_templated = AirbyteLoader(\n", + " source=\"source-faker\",\n", + " stream=\"users\",\n", + " config={\"count\": 10},\n", + " template=PromptTemplate.from_template(\n", + " \"My name is {name} and I am {height} meters tall.\"\n", + " ),\n", + ")\n", + "docs_templated = loader_templated.load()\n", + "print(docs_templated[0].page_content)" + ] + }, + { + "cell_type": "markdown", + "id": "d3e6d887", + "metadata": {}, + "source": [ + "## Lazy Loading Documents\n", + "\n", + "One of the powerful features of `AirbyteLoader` is its ability to load large documents from upstream sources. When working with large datasets, the default `.load()` behavior can be slow and memory-intensive. To avoid this, you can use the `.lazy_load()` method to load documents in a more memory-efficient manner." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "684b9187", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Just calling lazy load is quick! This took 0.0001 seconds\n" + ] + } + ], + "source": [ + "import time\n", + "\n", + "loader = AirbyteLoader(\n", + " source=\"source-faker\",\n", + " stream=\"users\",\n", + " config={\"count\": 3},\n", + " template=PromptTemplate.from_template(\n", + " \"My name is {name} and I am {height} meters tall.\"\n", + " ),\n", + ")\n", + "\n", + "start_time = time.time()\n", + "my_iterator = loader.lazy_load()\n", + "print(\n", + " f\"Just calling lazy load is quick! This took {time.time() - start_time:.4f} seconds\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "6b24a64b", + "metadata": {}, + "source": [ + "And you can iterate over documents as they're yielded:" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "3e8355d0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "My name is Andera and I am 1.91 meters tall.\n", + "My name is Jody and I am 1.85 meters tall.\n", + "My name is Zonia and I am 1.53 meters tall.\n" + ] + } + ], + "source": [ + "for doc in my_iterator:\n", + " print(doc.page_content)" + ] + }, + { + "cell_type": "markdown", + "id": "d1040d81", + "metadata": {}, + "source": [ + "You can also lazy load documents in an async manner with `.alazy_load()`:" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "dc5d0911", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "My name is Carmelina and I am 1.74 meters tall.\n", + "My name is Ali and I am 1.90 meters tall.\n", + "My name is Rochell and I am 1.83 meters tall.\n" + ] + } + ], + "source": [ + "loader = AirbyteLoader(\n", + " source=\"source-faker\",\n", + " stream=\"users\",\n", + " config={\"count\": 3},\n", + " template=PromptTemplate.from_template(\n", + " \"My name is {name} and I am {height} meters tall.\"\n", + " ),\n", + ")\n", + "\n", + "my_async_iterator = loader.alazy_load()\n", + "\n", + "async for doc in my_async_iterator:\n", + " print(doc.page_content)" + ] + }, + { + "cell_type": "markdown", + "id": "ba4ede33", + "metadata": {}, + "source": [ + "## Configuration\n", + "\n", + "`AirbyteLoader` can be configured with the following options:\n", + "\n", + "- `source` (str, required): The name of the Airbyte source to load from.\n", + "- `stream` (str, required): The name of the stream to load from (Airbyte sources can return multiple streams)\n", + "- `config` (dict, required): The configuration for the Airbyte source\n", + "- `template` (PromptTemplate, optional): A custom prompt template for formatting documents\n", + "- `include_metadata` (bool, optional, default True): Whether to include all fields as metadata in the output documents\n", + "\n", + "The majority of the configuration will be in `config`, and you can find the specific configuration options in the \"Config field reference\" for each source in the [Airbyte documentation](https://docs.airbyte.com/integrations/)." + ] + }, + { + "cell_type": "markdown", + "id": "2e2ed269", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/docs/integrations/providers/airbyte.mdx b/docs/docs/integrations/providers/airbyte.mdx index 44519fbbed..48adf080ef 100644 --- a/docs/docs/integrations/providers/airbyte.mdx +++ b/docs/docs/integrations/providers/airbyte.mdx @@ -3,7 +3,41 @@ >[Airbyte](https://github.com/airbytehq/airbyte) is a data integration platform for ELT pipelines from APIs, > databases & files to warehouses & lakes. It has the largest catalog of ELT connectors to data warehouses and databases. -## Installation and Setup +## [AirbyteLoader](/docs/integrations/document_loaders/airbyte) + +This loader is built on top of [PyAirbyte](https://pypi.org/project/airbyte/) for easy setup and use. + +### Installation and Setup + +```bash +pip install -U langchain-airbyte +``` + +The integration package doesn't have any global environment variables that need to be +set, but some integrations (e.g. `source-github`) may need credentials passed in. + +### Document Loader + +`AirbyteLoader` class exposes a single document loader for Airbyte sources. + +```python +from langchain_airbyte import AirbyteLoader + +loader = AirbyteLoader( + source="source-faker", + stream="users", + config={"count": 100}, +) +docs = loader.load() +``` + +For more information, see the full [AirbyteLoader docs](/docs/integrations/document_loaders/airbyte). + +## AirbyteJSONLoader (Deprecated) + +This loader is deprecated and should be swapped out for `AirbyteLoader`, which doesn't require any of the docker setup! + +### Installation and Setup This instruction shows how to load any source from `Airbyte` into a local `JSON` file that can be read in as a document. @@ -20,7 +54,7 @@ Have `docker desktop` installed. 7. Run the connection. 8. To see what files are created, navigate to: `file:///tmp/airbyte_local/`. -## Document Loader +### Document Loader See a [usage example](/docs/integrations/document_loaders/airbyte_json). diff --git a/libs/partners/airbyte/.gitignore b/libs/partners/airbyte/.gitignore new file mode 100644 index 0000000000..bee8a64b79 --- /dev/null +++ b/libs/partners/airbyte/.gitignore @@ -0,0 +1 @@ +__pycache__ diff --git a/libs/partners/airbyte/LICENSE b/libs/partners/airbyte/LICENSE new file mode 100644 index 0000000000..fc0602feec --- /dev/null +++ b/libs/partners/airbyte/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2024 LangChain, Inc. + +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. diff --git a/libs/partners/airbyte/Makefile b/libs/partners/airbyte/Makefile new file mode 100644 index 0000000000..48d595169e --- /dev/null +++ b/libs/partners/airbyte/Makefile @@ -0,0 +1,56 @@ +.PHONY: all format lint test tests integration_tests docker_tests help extended_tests + +# Default target executed when no arguments are given to make. +all: help + +# Define a variable for the test file path. +TEST_FILE ?= tests/unit_tests/ +integration_test integration_tests: TEST_FILE = tests/integration_tests/ + +test tests integration_test integration_tests: + poetry run pytest $(TEST_FILE) + +###################### +# LINTING AND FORMATTING +###################### + +# Define a variable for Python and notebook files. +PYTHON_FILES=. +MYPY_CACHE=.mypy_cache +lint format: PYTHON_FILES=. +lint_diff format_diff: PYTHON_FILES=$(shell git diff --relative=libs/partners/airbyte --name-only --diff-filter=d master | grep -E '\.py$$|\.ipynb$$') +lint_package: PYTHON_FILES=langchain_airbyte +lint_tests: PYTHON_FILES=tests +lint_tests: MYPY_CACHE=.mypy_cache_test + +lint lint_diff lint_package lint_tests: + poetry run ruff . + poetry run ruff format $(PYTHON_FILES) --diff + poetry run ruff --select I $(PYTHON_FILES) + mkdir -p $(MYPY_CACHE); poetry run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE) + +format format_diff: + poetry run ruff format $(PYTHON_FILES) + poetry run ruff --select I --fix $(PYTHON_FILES) + +spell_check: + poetry run codespell --toml pyproject.toml + +spell_fix: + poetry run codespell --toml pyproject.toml -w + +check_imports: $(shell find langchain_airbyte -name '*.py') + poetry run python ./scripts/check_imports.py $^ + +###################### +# HELP +###################### + +help: + @echo '----' + @echo 'check_imports - check imports' + @echo 'format - run code formatters' + @echo 'lint - run linters' + @echo 'test - run unit tests' + @echo 'tests - run unit tests' + @echo 'test TEST_FILE= - run all tests in file' diff --git a/libs/partners/airbyte/README.md b/libs/partners/airbyte/README.md new file mode 100644 index 0000000000..b5c5b5f673 --- /dev/null +++ b/libs/partners/airbyte/README.md @@ -0,0 +1,27 @@ +# langchain-airbyte + +This package contains the LangChain integration with Airbyte + +## Installation + +```bash +pip install -U langchain-airbyte +``` + +The integration package doesn't have any global environment variables that need to be +set, but some integrations (e.g. `source-github`) may need credentials passed in. + +## Document Loaders + +`AirbyteLoader` class exposes a single document loader for Airbyte sources. + +```python +from langchain_airbyte import AirbyteLoader + +loader = AirbyteLoader( + source="source-faker", + stream="users", + config={"count": 100}, +) +docs = loader.load() +``` diff --git a/libs/partners/airbyte/langchain_airbyte/__init__.py b/libs/partners/airbyte/langchain_airbyte/__init__.py new file mode 100644 index 0000000000..cf3c11697c --- /dev/null +++ b/libs/partners/airbyte/langchain_airbyte/__init__.py @@ -0,0 +1,3 @@ +from langchain_airbyte.document_loaders import AirbyteLoader + +__all__ = ["AirbyteLoader"] diff --git a/libs/partners/airbyte/langchain_airbyte/document_loaders.py b/libs/partners/airbyte/langchain_airbyte/document_loaders.py new file mode 100644 index 0000000000..73f47b6f1c --- /dev/null +++ b/libs/partners/airbyte/langchain_airbyte/document_loaders.py @@ -0,0 +1,121 @@ +"""Airbyte vector stores.""" + +from __future__ import annotations + +from typing import ( + TYPE_CHECKING, + Any, + AsyncIterator, + Dict, + Iterator, + List, + Mapping, + Optional, + TypeVar, +) + +import airbyte as ab +from langchain_core.documents import Document +from langchain_core.prompts import PromptTemplate +from langchain_core.runnables import run_in_executor +from langchain_core.vectorstores import VectorStore + +if TYPE_CHECKING: + from langchain.text_splitter import TextSplitter + from langchain_core.documents import Document + +VST = TypeVar("VST", bound=VectorStore) + + +class AirbyteLoader: + """Airbyte Document Loader. + + Example: + .. code-block:: python + + from langchain_airbyte import AirbyteLoader + + loader = AirbyteLoader( + source="github", + stream="pull_requests", + ) + documents = loader.lazy_load() + """ + + def __init__( + self, + source: str, + stream: str, + *, + config: Optional[Dict] = None, + include_metadata: bool = True, + template: Optional[PromptTemplate] = None, + ): + self._airbyte_source = ab.get_source(source, config=config, streams=[stream]) + self._stream = stream + self._template = template + self._include_metadata = include_metadata + + def load(self) -> List[Document]: + """Load source data into Document objects.""" + return list(self.lazy_load()) + + def load_and_split( + self, text_splitter: Optional[TextSplitter] = None + ) -> List[Document]: + """Load Documents and split into chunks. Chunks are returned as Documents. + + Args: + text_splitter: TextSplitter instance to use for splitting documents. + Defaults to RecursiveCharacterTextSplitter. + + Returns: + List of Documents. + """ + from langchain.text_splitter import RecursiveCharacterTextSplitter + + if text_splitter is None: + _text_splitter: TextSplitter = RecursiveCharacterTextSplitter() + else: + _text_splitter = text_splitter + docs = self.lazy_load() + return _text_splitter.split_documents(docs) + + def lazy_load(self) -> Iterator[Document]: + """A lazy loader for Documents.""" + # if no prompt template defined, use default airbyte documents + if not self._template: + for document in self._airbyte_source.get_documents(self._stream): + # convert airbyte document to langchain document + metadata = ( + {} + if not self._include_metadata + else { + **document.metadata, + "_last_modified": document.last_modified, + "_id": document.id, + } + ) + yield Document( + page_content=document.content, + metadata=metadata, + ) + else: + records: Iterator[Mapping[str, Any]] = self._airbyte_source.get_records( + self._stream + ) + for record in records: + metadata = {} if not self._include_metadata else dict(record) + yield Document( + page_content=self._template.format(**record), metadata=metadata + ) + + async def alazy_load(self) -> AsyncIterator[Document]: + """A lazy loader for Documents.""" + iterator = await run_in_executor(None, self.lazy_load) + done = object() + while True: + doc = await run_in_executor(None, next, iterator, done) # type: ignore[call-arg, arg-type] + if doc is done: + break + yield doc # type: ignore[misc] diff --git a/libs/partners/airbyte/langchain_airbyte/py.typed b/libs/partners/airbyte/langchain_airbyte/py.typed new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/partners/airbyte/poetry.lock b/libs/partners/airbyte/poetry.lock new file mode 100644 index 0000000000..764e287d69 --- /dev/null +++ b/libs/partners/airbyte/poetry.lock @@ -0,0 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+[tool.poetry.dependencies] +python = "^3.10" +langchain-core = "^0.1" +airbyte = "^0.7.0" + +[tool.poetry.group.test] +optional = true + +[tool.poetry.group.test.dependencies] +pytest = "^7.4.3" +pytest-asyncio = "^0.23.2" +langchain-core = { path = "../../core", develop = true } + +[tool.poetry.group.codespell] +optional = true + +[tool.poetry.group.codespell.dependencies] +codespell = "^2.2.6" + +[tool.poetry.group.test_integration] +optional = true + +[tool.poetry.group.test_integration.dependencies] + +[tool.poetry.group.lint] +optional = true + +[tool.poetry.group.lint.dependencies] +ruff = "^0.1.8" + +[tool.poetry.group.typing.dependencies] +mypy = "^1.7.1" +langchain-core = { path = "../../core", develop = true } +langchain = "^0.1.9" + +[tool.poetry.group.dev] +optional = true + +[tool.poetry.group.dev.dependencies] +langchain-core = { path = "../../core", develop = true } + +[tool.ruff.lint] +select = [ + "E", # pycodestyle + "F", # pyflakes + "I", # isort + "T201", # print +] + +[tool.mypy] +disallow_untyped_defs = "True" + +[tool.coverage.run] +omit = ["tests/*"] + +[build-system] +requires = ["poetry-core>=1.0.0"] +build-backend = "poetry.core.masonry.api" + +[tool.pytest.ini_options] +# --strict-markers will raise errors on unknown marks. +# https://docs.pytest.org/en/7.1.x/how-to/mark.html#raising-errors-on-unknown-marks +# +# https://docs.pytest.org/en/7.1.x/reference/reference.html +# --strict-config any warnings encountered while parsing the `pytest` +# section of the configuration file raise errors. +addopts = "--strict-markers --strict-config --durations=5" +# Registering custom markers. +# https://docs.pytest.org/en/7.1.x/example/markers.html#registering-markers +markers = [ + "compile: mark placeholder test used to compile integration tests without running them", +] +asyncio_mode = "auto" diff --git a/libs/partners/airbyte/scripts/check_imports.py b/libs/partners/airbyte/scripts/check_imports.py new file mode 100644 index 0000000000..365f5fa118 --- /dev/null +++ b/libs/partners/airbyte/scripts/check_imports.py @@ -0,0 +1,17 @@ +import sys +import traceback +from importlib.machinery import SourceFileLoader + +if __name__ == "__main__": + files = sys.argv[1:] + has_failure = False + for file in files: + try: + SourceFileLoader("x", file).load_module() + except Exception: + has_faillure = True + print(file) # noqa: T201 + traceback.print_exc() + print() # noqa: T201 + + sys.exit(1 if has_failure else 0) diff --git a/libs/partners/airbyte/scripts/check_pydantic.sh b/libs/partners/airbyte/scripts/check_pydantic.sh new file mode 100755 index 0000000000..06b5bb81ae --- /dev/null +++ b/libs/partners/airbyte/scripts/check_pydantic.sh @@ -0,0 +1,27 @@ +#!/bin/bash +# +# This script searches for lines starting with "import pydantic" or "from pydantic" +# in tracked files within a Git repository. +# +# Usage: ./scripts/check_pydantic.sh /path/to/repository + +# Check if a path argument is provided +if [ $# -ne 1 ]; then + echo "Usage: $0 /path/to/repository" + exit 1 +fi + +repository_path="$1" + +# Search for lines matching the pattern within the specified repository +result=$(git -C "$repository_path" grep -E '^import pydantic|^from pydantic') + +# Check if any matching lines were found +if [ -n "$result" ]; then + echo "ERROR: The following lines need to be updated:" + echo "$result" + echo "Please replace the code with an import from langchain_core.pydantic_v1." + echo "For example, replace 'from pydantic import BaseModel'" + echo "with 'from langchain_core.pydantic_v1 import BaseModel'" + exit 1 +fi diff --git a/libs/partners/airbyte/scripts/lint_imports.sh b/libs/partners/airbyte/scripts/lint_imports.sh new file mode 100755 index 0000000000..19ccec1480 --- /dev/null +++ b/libs/partners/airbyte/scripts/lint_imports.sh @@ -0,0 +1,18 @@ +#!/bin/bash + +set -eu + +# Initialize a variable to keep track of errors +errors=0 + +# make sure not importing from langchain, langchain_experimental, or langchain_community +git --no-pager grep '^from langchain\.' . && errors=$((errors+1)) +git --no-pager grep '^from langchain_experimental\.' . && errors=$((errors+1)) +git --no-pager grep '^from langchain_community\.' . && errors=$((errors+1)) + +# Decide on an exit status based on the errors +if [ "$errors" -gt 0 ]; then + exit 1 +else + exit 0 +fi diff --git a/libs/partners/airbyte/tests/__init__.py b/libs/partners/airbyte/tests/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/partners/airbyte/tests/integration_tests/__init__.py b/libs/partners/airbyte/tests/integration_tests/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/partners/airbyte/tests/integration_tests/test_compile.py b/libs/partners/airbyte/tests/integration_tests/test_compile.py new file mode 100644 index 0000000000..33ecccdfa0 --- /dev/null +++ b/libs/partners/airbyte/tests/integration_tests/test_compile.py @@ -0,0 +1,7 @@ +import pytest + + +@pytest.mark.compile +def test_placeholder() -> None: + """Used for compiling integration tests without running any real tests.""" + pass diff --git a/libs/partners/airbyte/tests/integration_tests/test_document_loaders.py b/libs/partners/airbyte/tests/integration_tests/test_document_loaders.py new file mode 100644 index 0000000000..0c5008d85e --- /dev/null +++ b/libs/partners/airbyte/tests/integration_tests/test_document_loaders.py @@ -0,0 +1,28 @@ +"""Test Airbyte embeddings.""" + +import os + +from langchain_airbyte import AirbyteLoader + +GITHUB_TOKEN = os.environ.get("GITHUB_TOKEN") + + +def test_load_github() -> None: + """Test loading from GitHub.""" + airbyte_loader = AirbyteLoader( + source="source-github", + stream="issues", + config={ + "repositories": ["airbytehq/quickstarts"], + "credentials": {"personal_access_token": GITHUB_TOKEN}, + }, + ) + documents = airbyte_loader.load() + assert len(documents) > 0 + # make sure some documents have body in metadata + found_body = False + for doc in documents: + if "body" in doc.metadata and doc.metadata["body"]: + found_body = True + break + assert found_body, "No documents with body found" diff --git a/libs/partners/airbyte/tests/unit_tests/__init__.py b/libs/partners/airbyte/tests/unit_tests/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/partners/airbyte/tests/unit_tests/test_document_loaders.py b/libs/partners/airbyte/tests/unit_tests/test_document_loaders.py new file mode 100644 index 0000000000..e97f412268 --- /dev/null +++ b/libs/partners/airbyte/tests/unit_tests/test_document_loaders.py @@ -0,0 +1,77 @@ +from langchain_core.prompts import PromptTemplate + +from langchain_airbyte import AirbyteLoader + + +def test_initialization() -> None: + """Test integration loader initialization.""" + AirbyteLoader( + source="source-faker", + stream="users", + config={"count": 3}, + ) + + +def test_load() -> None: + """Test loading from source.""" + airbyte_loader = AirbyteLoader( + source="source-faker", + stream="users", + config={"count": 5}, + ) + documents = airbyte_loader.load() + assert len(documents) == 5 + + +def test_lazy_load() -> None: + """Test lazy loading from source.""" + airbyte_loader = AirbyteLoader( + source="source-faker", + stream="users", + config={"count": 3}, + ) + documents = airbyte_loader.lazy_load() + assert len(list(documents)) == 3 + + +async def test_alazy_load() -> None: + """Test async lazy loading from source.""" + airbyte_loader = AirbyteLoader( + source="source-faker", + stream="users", + config={"count": 3}, + ) + documents = airbyte_loader.alazy_load() + lendocs = 0 + async for _ in documents: + lendocs += 1 + assert lendocs == 3 + + +def test_load_with_template() -> None: + """Test loading from source with template.""" + airbyte_loader = AirbyteLoader( + source="source-faker", + stream="users", + config={"count": 3}, + template=PromptTemplate.from_template("My name is {name}"), + ) + documents = airbyte_loader.load() + assert len(documents) == 3 + for doc in documents: + assert doc.page_content.startswith("My name is ") + assert doc.metadata["name"] # should have a name + + +def test_load_no_metadata() -> None: + """Test loading from source with no metadata.""" + airbyte_loader = AirbyteLoader( + source="source-faker", + stream="users", + config={"count": 3}, + include_metadata=False, + ) + documents = airbyte_loader.load() + assert len(documents) == 3 + for doc in documents: + assert doc.metadata == {} diff --git a/libs/partners/airbyte/tests/unit_tests/test_imports.py b/libs/partners/airbyte/tests/unit_tests/test_imports.py new file mode 100644 index 0000000000..40a369414d --- /dev/null +++ b/libs/partners/airbyte/tests/unit_tests/test_imports.py @@ -0,0 +1,9 @@ +from langchain_airbyte import __all__ + +EXPECTED_ALL = [ + "AirbyteLoader", +] + + +def test_all_imports() -> None: + assert sorted(EXPECTED_ALL) == sorted(__all__)