From 8c19cde17843f22e0e2538bc7db89dd86a7ec6e0 Mon Sep 17 00:00:00 2001 From: Bagatur <22008038+baskaryan@users.noreply.github.com> Date: Fri, 24 Nov 2023 14:14:11 -0800 Subject: [PATCH] Add chat model, llm, vector store templates (#1) --- .github/CODE_OF_CONDUCT.md | 132 + .github/CONTRIBUTING.md | 235 ++ .github/PULL_REQUEST_TEMPLATE.md | 14 + .github/actions/poetry_setup/action.yml | 91 + .github/tools/git-restore-mtime | 606 ++++ .github/workflows/_lint.yml | 70 + .github/workflows/_test.yml | 48 + .github/workflows/_test_release.yml | 86 + .github/workflows/ci.yml | 32 + .github/workflows/codespell.yml | 36 + .../workflows/extract_ignored_words_list.py | 10 + .github/workflows/integration_tests.yml | 47 + .github/workflows/release.yml | 177 ++ .gitignore | 2 +- Makefile | 52 + README.md | 3 +- langchain_integration/__init__.py | 5 + langchain_integration/chat_models.py | 65 + langchain_integration/llms.py | 72 + langchain_integration/vectorstores.py | 179 ++ poetry.lock | 2602 +++++++++++++++++ pyproject.toml | 69 + scripts/check_imports.sh | 17 + scripts/check_pydantic.sh | 27 + tests/integration_tests/__init__.py | 0 tests/integration_tests/test_chat_models.py | 63 + tests/integration_tests/test_llms.py | 63 + tests/unit_tests/__init__.py | 0 tests/unit_tests/test_chat_models.py | 9 + tests/unit_tests/test_imports.py | 7 + tests/unit_tests/test_llms.py | 7 + tests/unit_tests/test_vectorstores.py | 6 + 32 files changed, 4830 insertions(+), 2 deletions(-) create mode 100644 .github/CODE_OF_CONDUCT.md create mode 100644 .github/CONTRIBUTING.md create mode 100644 .github/PULL_REQUEST_TEMPLATE.md create mode 100644 .github/actions/poetry_setup/action.yml create mode 100755 .github/tools/git-restore-mtime create mode 100644 .github/workflows/_lint.yml create mode 100644 .github/workflows/_test.yml create mode 100644 .github/workflows/_test_release.yml create mode 100644 .github/workflows/ci.yml create mode 100644 .github/workflows/codespell.yml create mode 100644 .github/workflows/extract_ignored_words_list.py create mode 100644 .github/workflows/integration_tests.yml create mode 100644 .github/workflows/release.yml create mode 100644 Makefile create mode 100644 langchain_integration/__init__.py create mode 100644 langchain_integration/chat_models.py create mode 100644 langchain_integration/llms.py create mode 100644 langchain_integration/vectorstores.py create mode 100644 poetry.lock create mode 100644 pyproject.toml create mode 100755 scripts/check_imports.sh create mode 100755 scripts/check_pydantic.sh create mode 100644 tests/integration_tests/__init__.py create mode 100644 tests/integration_tests/test_chat_models.py create mode 100644 tests/integration_tests/test_llms.py create mode 100644 tests/unit_tests/__init__.py create mode 100644 tests/unit_tests/test_chat_models.py create mode 100644 tests/unit_tests/test_imports.py create mode 100644 tests/unit_tests/test_llms.py create mode 100644 tests/unit_tests/test_vectorstores.py diff --git a/.github/CODE_OF_CONDUCT.md b/.github/CODE_OF_CONDUCT.md new file mode 100644 index 0000000..23a2a4a --- /dev/null +++ b/.github/CODE_OF_CONDUCT.md @@ -0,0 +1,132 @@ +# Contributor Covenant Code of Conduct + +## Our Pledge + +We as members, contributors, and leaders pledge to make participation in our +community a harassment-free experience for everyone, regardless of age, body +size, visible or invisible disability, ethnicity, sex characteristics, gender +identity and expression, level of experience, education, socio-economic status, +nationality, personal appearance, race, caste, color, religion, or sexual +identity and orientation. + +We pledge to act and interact in ways that contribute to an open, welcoming, +diverse, inclusive, and healthy community. + +## Our Standards + +Examples of behavior that contributes to a positive environment for our +community include: + +* Demonstrating empathy and kindness toward other people +* Being respectful of differing opinions, viewpoints, and experiences +* Giving and gracefully accepting constructive feedback +* Accepting responsibility and apologizing to those affected by our mistakes, + and learning from the experience +* Focusing on what is best not just for us as individuals, but for the overall + community + +Examples of unacceptable behavior include: + +* The use of sexualized language or imagery, and sexual attention or advances of + any kind +* Trolling, insulting or derogatory comments, and personal or political attacks +* Public or private harassment +* Publishing others' private information, such as a physical or email address, + without their explicit permission +* Other conduct which could reasonably be considered inappropriate in a + professional setting + +## Enforcement Responsibilities + +Community leaders are responsible for clarifying and enforcing our standards of +acceptable behavior and will take appropriate and fair corrective action in +response to any behavior that they deem inappropriate, threatening, offensive, +or harmful. + +Community leaders have the right and responsibility to remove, edit, or reject +comments, commits, code, wiki edits, issues, and other contributions that are +not aligned to this Code of Conduct, and will communicate reasons for moderation +decisions when appropriate. + +## Scope + +This Code of Conduct applies within all community spaces, and also applies when +an individual is officially representing the community in public spaces. +Examples of representing our community include using an official e-mail address, +posting via an official social media account, or acting as an appointed +representative at an online or offline event. + +## Enforcement + +Instances of abusive, harassing, or otherwise unacceptable behavior may be +reported to the community leaders responsible for enforcement at +conduct@langchain.dev. +All complaints will be reviewed and investigated promptly and fairly. + +All community leaders are obligated to respect the privacy and security of the +reporter of any incident. + +## Enforcement Guidelines + +Community leaders will follow these Community Impact Guidelines in determining +the consequences for any action they deem in violation of this Code of Conduct: + +### 1. Correction + +**Community Impact**: Use of inappropriate language or other behavior deemed +unprofessional or unwelcome in the community. + +**Consequence**: A private, written warning from community leaders, providing +clarity around the nature of the violation and an explanation of why the +behavior was inappropriate. A public apology may be requested. + +### 2. Warning + +**Community Impact**: A violation through a single incident or series of +actions. + +**Consequence**: A warning with consequences for continued behavior. No +interaction with the people involved, including unsolicited interaction with +those enforcing the Code of Conduct, for a specified period of time. This +includes avoiding interactions in community spaces as well as external channels +like social media. Violating these terms may lead to a temporary or permanent +ban. + +### 3. Temporary Ban + +**Community Impact**: A serious violation of community standards, including +sustained inappropriate behavior. + +**Consequence**: A temporary ban from any sort of interaction or public +communication with the community for a specified period of time. No public or +private interaction with the people involved, including unsolicited interaction +with those enforcing the Code of Conduct, is allowed during this period. +Violating these terms may lead to a permanent ban. + +### 4. Permanent Ban + +**Community Impact**: Demonstrating a pattern of violation of community +standards, including sustained inappropriate behavior, harassment of an +individual, or aggression toward or disparagement of classes of individuals. + +**Consequence**: A permanent ban from any sort of public interaction within the +community. + +## Attribution + +This Code of Conduct is adapted from the [Contributor Covenant][homepage], +version 2.1, available at +[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1]. + +Community Impact Guidelines were inspired by +[Mozilla's code of conduct enforcement ladder][Mozilla CoC]. + +For answers to common questions about this code of conduct, see the FAQ at +[https://www.contributor-covenant.org/faq][FAQ]. Translations are available at +[https://www.contributor-covenant.org/translations][translations]. + +[homepage]: https://www.contributor-covenant.org +[v2.1]: https://www.contributor-covenant.org/version/2/1/code_of_conduct.html +[Mozilla CoC]: https://github.com/mozilla/diversity +[FAQ]: https://www.contributor-covenant.org/faq +[translations]: https://www.contributor-covenant.org/translations \ No newline at end of file diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md new file mode 100644 index 0000000..5694386 --- /dev/null +++ b/.github/CONTRIBUTING.md @@ -0,0 +1,235 @@ +# Contributing to LangChain + +Hi there! Thank you for even being interested in contributing to LangChain. +As an open-source project in a rapidly developing field, we are extremely open to contributions, whether they involve new features, improved infrastructure, better documentation, or bug fixes. + +## 🗺️ Guidelines + +### 👩‍💻 Contributing Code + +To contribute to this project, please follow the ["fork and pull request"](https://docs.github.com/en/get-started/quickstart/contributing-to-projects) workflow. +Please do not try to push directly to this repo unless you are a maintainer. + +Please follow the checked-in pull request template when opening pull requests. Note related issues and tag relevant +maintainers. + +Pull requests cannot land without passing the formatting, linting, and testing checks first. See [Testing](#testing) and +[Formatting and Linting](#formatting-and-linting) for how to run these checks locally. + +It's essential that we maintain great documentation and testing. If you: +- Fix a bug + - Add a relevant unit or integration test when possible. These live in `tests/unit_tests` and `tests/integration_tests`. +- Make an improvement + - Update any affected example notebooks and documentation. These live in `docs`. + - Update unit and integration tests when relevant. +- Add a feature + - Add a demo notebook in `docs/modules`. + - Add unit and integration tests. + +We are a small, progress-oriented team. If there's something you'd like to add or change, opening a pull request is the +best way to get our attention. + +### 🚩GitHub Issues + +Our [issues](https://github.com/langchain-ai/langchain-integration-template/issues) page is kept up to date with bugs, improvements, and feature requests. + +There is a taxonomy of labels to help with sorting and discovery of issues of interest. Please use these to help organize issues. + +If you start working on an issue, please assign it to yourself. + +If you are adding an issue, please try to keep it focused on a single, modular bug/improvement/feature. +If two issues are related, or blocking, please link them rather than combining them. + +We will try to keep these issues as up-to-date as possible, though +with the rapid rate of development in this field some may get out of date. +If you notice this happening, please let us know. + +### 🙋Getting Help + +Our goal is to have the simplest developer setup possible. Should you experience any difficulty getting setup, please +contact a maintainer! Not only do we want to help get you unblocked, but we also want to make sure that the process is +smooth for future contributors. + +In a similar vein, we do enforce certain linting, formatting, and documentation standards in the codebase. +If you are finding these difficult (or even just annoying) to work with, feel free to contact a maintainer for help - +we do not want these to get in the way of getting good code into the codebase. + +## 🚀 Quick Start + +This quick start guide explains how to run the repository locally. + +### Dependency Management: Poetry and other env/dependency managers + +This project utilizes [Poetry](https://python-poetry.org/) v1.6.1+ as a dependency manager. + +❗Note: *Before installing Poetry*, if you use `Conda`, create and activate a new Conda env (e.g. `conda create -n langchain_integration_template python=3.9`) + +Install Poetry: **[documentation on how to install it](https://python-poetry.org/docs/#installation)**. + +❗Note: If you use `Conda` or `Pyenv` as your environment/package manager, after installing Poetry, +tell Poetry to use the virtualenv python environment (`poetry config virtualenvs.prefer-active-python true`) + +### Local Development Dependencies + +Install development requirements (for running examples, linting, formatting, tests, and coverage): + +```bash +poetry install --with test +``` + +Then verify dependency installation: + +```bash +make test +``` + +If the tests don't pass, you may need to pip install additional dependencies, such as `numexpr` and `openapi_schema_pydantic`. + +If during installation you receive a `WheelFileValidationError` for `debugpy`, please make sure you are running +Poetry v1.6.1+. This bug was present in older versions of Poetry (e.g. 1.4.1) and has been resolved in newer releases. +If you are still seeing this bug on v1.6.1, you may also try disabling "modern installation" +(`poetry config installer.modern-installation false`) and re-installing requirements. +See [this `debugpy` issue](https://github.com/microsoft/debugpy/issues/1246) for more details. + +### Testing + +_some test dependencies are optional; see section about optional dependencies_. + +Unit tests cover modular logic that does not require calls to outside APIs. +If you add new logic, please add a unit test. + +To run unit tests: + +```bash +make test +``` + +### Formatting and Linting + +Run these locally before submitting a PR; the CI system will check also. + +#### Code Formatting + +Formatting for this project is done via [ruff](https://docs.astral.sh/ruff/rules/). + +To run formatting for docs, cookbook and templates: + +```bash +make format +``` + +To run formatting for a library, run the same command from the relevant library directory: + +```bash +cd libs/{LIBRARY} +make format +``` + +Additionally, you can run the formatter only on the files that have been modified in your current branch as compared to the master branch using the format_diff command: + +```bash +make format_diff +``` + +This is especially useful when you have made changes to a subset of the project and want to ensure your changes are properly formatted without affecting the rest of the codebase. + +#### Linting + +Linting for this project is done via a combination of [ruff](https://docs.astral.sh/ruff/rules/) and [mypy](http://mypy-lang.org/). + +To run linting for docs, cookbook and templates: + +```bash +make lint +``` + +To run linting for a library, run the same command from the relevant library directory: + +```bash +cd libs/{LIBRARY} +make lint +``` + +In addition, you can run the linter only on the files that have been modified in your current branch as compared to the master branch using the lint_diff command: + +```bash +make lint_diff +``` + +This can be very helpful when you've made changes to only certain parts of the project and want to ensure your changes meet the linting standards without having to check the entire codebase. + +We recognize linting can be annoying - if you do not want to do it, please contact a project maintainer, and they can help you with it. We do not want this to be a blocker for good code getting contributed. + +#### Spellcheck + +Spellchecking for this project is done via [codespell](https://github.com/codespell-project/codespell). +Note that `codespell` finds common typos, so it could have false-positive (correctly spelled but rarely used) and false-negatives (not finding misspelled) words. + +To check spelling for this project: + +```bash +make spell_check +``` + +To fix spelling in place: + +```bash +make spell_fix +``` + +If codespell is incorrectly flagging a word, you can skip spellcheck for that word by adding it to the codespell config in the `pyproject.toml` file. + +```python +[tool.codespell] +... +# Add here: +ignore-words-list = 'momento,collison,ned,foor,reworkd,parth,whats,aapply,mysogyny,unsecure' +``` + +## Working with Optional Dependencies + +Langchain relies heavily on optional dependencies to keep the Langchain package lightweight. + +If you're adding a new dependency to Langchain, assume that it will be an optional dependency, and +that most users won't have it installed. + +Users who do not have the dependency installed should be able to **import** your code without +any side effects (no warnings, no errors, no exceptions). + +To introduce the dependency to the pyproject.toml file correctly, please do the following: + +1. Add the dependency to the main group as an optional dependency + ```bash + poetry add --optional [package_name] + ``` +2. Open pyproject.toml and add the dependency to the `extended_testing` extra +3. Relock the poetry file to update the extra. + ```bash + poetry lock --no-update + ``` +4. Add a unit test that the very least attempts to import the new code. Ideally, the unit +test makes use of lightweight fixtures to test the logic of the code. +5. Please use the `@pytest.mark.requires(package_name)` decorator for any tests that require the dependency. + +## Adding a Jupyter Notebook + +If you are adding a Jupyter Notebook example, you'll want to install the optional `dev` dependencies. + +To install dev dependencies: + +```bash +poetry install --with dev +``` + +Launch a notebook: + +```bash +poetry run jupyter notebook +``` + +When you run `poetry install`, the `langchain_integration_template` package is installed as editable in the virtualenv, so your new logic can be imported into the notebook. + +## 🏭 Release Process + +langchain-integration-template follows the [semver](https://semver.org/) versioning standard. However, as pre-1.0 software, +even patch releases may contain [non-backwards-compatible changes](https://semver.org/#spec-item-4). diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md new file mode 100644 index 0000000..ce22244 --- /dev/null +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -0,0 +1,14 @@ + diff --git a/.github/actions/poetry_setup/action.yml b/.github/actions/poetry_setup/action.yml new file mode 100644 index 0000000..d134246 --- /dev/null +++ b/.github/actions/poetry_setup/action.yml @@ -0,0 +1,91 @@ +# An action for setting up poetry install with caching. +# Using a custom action since the default action does not +# take poetry install groups into account. +# Action code from: +# https://github.com/actions/setup-python/issues/505#issuecomment-1273013236 +name: poetry-install-with-caching +description: Poetry install with support for caching of dependency groups. + +inputs: + python-version: + description: Python version, supporting MAJOR.MINOR only + required: true + + poetry-version: + description: Poetry version + required: true + + cache-key: + description: Cache key to use for manual handling of caching + required: true + + working-directory: + description: Directory whose poetry.lock file should be cached + required: true + +runs: + using: composite + steps: + - uses: actions/setup-python@v4 + name: Setup python ${{ inputs.python-version }} + with: + python-version: ${{ inputs.python-version }} + + - uses: actions/cache@v3 + id: cache-bin-poetry + name: Cache Poetry binary - Python ${{ inputs.python-version }} + env: + SEGMENT_DOWNLOAD_TIMEOUT_MIN: "1" + with: + path: | + /opt/pipx/venvs/poetry + # This step caches the poetry installation, so make sure it's keyed on the poetry version as well. + key: bin-poetry-${{ runner.os }}-${{ runner.arch }}-py-${{ inputs.python-version }}-${{ inputs.poetry-version }} + + - name: Refresh shell hashtable and fixup softlinks + if: steps.cache-bin-poetry.outputs.cache-hit == 'true' + shell: bash + env: + POETRY_VERSION: ${{ inputs.poetry-version }} + PYTHON_VERSION: ${{ inputs.python-version }} + run: | + set -eux + + # Refresh the shell hashtable, to ensure correct `which` output. + hash -r + + # `actions/cache@v3` doesn't always seem able to correctly unpack softlinks. + # Delete and recreate the softlinks pipx expects to have. + rm /opt/pipx/venvs/poetry/bin/python + cd /opt/pipx/venvs/poetry/bin + ln -s "$(which "python$PYTHON_VERSION")" python + chmod +x python + cd /opt/pipx_bin/ + ln -s /opt/pipx/venvs/poetry/bin/poetry poetry + chmod +x poetry + + # Ensure everything got set up correctly. + /opt/pipx/venvs/poetry/bin/python --version + /opt/pipx_bin/poetry --version + + - name: Install poetry + if: steps.cache-bin-poetry.outputs.cache-hit != 'true' + shell: bash + env: + POETRY_VERSION: ${{ inputs.poetry-version }} + PYTHON_VERSION: ${{ inputs.python-version }} + run: pipx install "poetry==$POETRY_VERSION" --python "python$PYTHON_VERSION" --verbose + + - name: Restore pip and poetry cached dependencies + uses: actions/cache@v3 + env: + SEGMENT_DOWNLOAD_TIMEOUT_MIN: "4" + WORKDIR: ${{ inputs.working-directory == '' && '.' || inputs.working-directory }} + with: + path: | + ~/.cache/pip + ~/.cache/pypoetry/virtualenvs + ~/.cache/pypoetry/cache + ~/.cache/pypoetry/artifacts + ${{ env.WORKDIR }}/.venv + key: py-deps-${{ runner.os }}-${{ runner.arch }}-py-${{ inputs.python-version }}-poetry-${{ inputs.poetry-version }}-${{ inputs.cache-key }}-${{ hashFiles(format('{0}/**/poetry.lock', env.WORKDIR)) }} diff --git a/.github/tools/git-restore-mtime b/.github/tools/git-restore-mtime new file mode 100755 index 0000000..4d01cb6 --- /dev/null +++ b/.github/tools/git-restore-mtime @@ -0,0 +1,606 @@ +#!/usr/bin/env python3 +# +# git-restore-mtime - Change mtime of files based on commit date of last change +# +# Copyright (C) 2012 Rodrigo Silva (MestreLion) +# +# This program is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# This program is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with this program. See +# +# Source: https://github.com/MestreLion/git-tools +# Version: July 13, 2023 (commit hash 5f832e72453e035fccae9d63a5056918d64476a2) +""" +Change the modification time (mtime) of files in work tree, based on the +date of the most recent commit that modified the file, including renames. + +Ignores untracked files and uncommitted deletions, additions and renames, and +by default modifications too. +--- +Useful prior to generating release tarballs, so each file is archived with a +date that is similar to the date when the file was actually last modified, +assuming the actual modification date and its commit date are close. +""" + +# TODO: +# - Add -z on git whatchanged/ls-files, so we don't deal with filename decoding +# - When Python is bumped to 3.7, use text instead of universal_newlines on subprocess +# - Update "Statistics for some large projects" with modern hardware and repositories. +# - Create a README.md for git-restore-mtime alone. It deserves extensive documentation +# - Move Statistics there +# - See git-extras as a good example on project structure and documentation + +# FIXME: +# - When current dir is outside the worktree, e.g. using --work-tree, `git ls-files` +# assume any relative pathspecs are to worktree root, not the current dir. As such, +# relative pathspecs may not work. +# - Renames are tricky: +# - R100 should not change mtime, but original name is not on filelist. Should +# track renames until a valid (A, M) mtime found and then set on current name. +# - Should set mtime for both current and original directories. +# - Check mode changes with unchanged blobs? +# - Check file (A, D) for the directory mtime is not sufficient: +# - Renames also change dir mtime, unless rename was on a parent dir +# - If most recent change of all files in a dir was a Modification (M), +# dir might not be touched at all. +# - Dirs containing only subdirectories but no direct files will also +# not be touched. They're files' [grand]parent dir, but never their dirname(). +# - Some solutions: +# - After files done, perform some dir processing for missing dirs, finding latest +# file (A, D, R) +# - Simple approach: dir mtime is the most recent child (dir or file) mtime +# - Use a virtual concept of "created at most at" to fill missing info, bubble up +# to parents and grandparents +# - When handling [grand]parent dirs, stay inside +# - Better handling of merge commits. `-m` is plain *wrong*. `-c/--cc` is perfect, but +# painfully slow. First pass without merge commits is not accurate. Maybe add a new +# `--accurate` mode for `--cc`? + +if __name__ != "__main__": + raise ImportError("{} should not be used as a module.".format(__name__)) + +import argparse +import datetime +import logging +import os.path +import shlex +import signal +import subprocess +import sys +import time + +__version__ = "2022.12+dev" + +# Update symlinks only if the platform supports not following them +UPDATE_SYMLINKS = bool(os.utime in getattr(os, 'supports_follow_symlinks', [])) + +# Call os.path.normpath() only if not in a POSIX platform (Windows) +NORMALIZE_PATHS = (os.path.sep != '/') + +# How many files to process in each batch when re-trying merge commits +STEPMISSING = 100 + +# (Extra) keywords for the os.utime() call performed by touch() +UTIME_KWS = {} if not UPDATE_SYMLINKS else {'follow_symlinks': False} + + +# Command-line interface ###################################################### + +def parse_args(): + parser = argparse.ArgumentParser( + description=__doc__.split('\n---')[0]) + + group = parser.add_mutually_exclusive_group() + group.add_argument('--quiet', '-q', dest='loglevel', + action="store_const", const=logging.WARNING, default=logging.INFO, + help="Suppress informative messages and summary statistics.") + group.add_argument('--verbose', '-v', action="count", help=""" + Print additional information for each processed file. + Specify twice to further increase verbosity. + """) + + parser.add_argument('--cwd', '-C', metavar="DIRECTORY", help=""" + Run as if %(prog)s was started in directory %(metavar)s. + This affects how --work-tree, --git-dir and PATHSPEC arguments are handled. + See 'man 1 git' or 'git --help' for more information. + """) + + parser.add_argument('--git-dir', dest='gitdir', metavar="GITDIR", help=""" + Path to the git repository, by default auto-discovered by searching + the current directory and its parents for a .git/ subdirectory. + """) + + parser.add_argument('--work-tree', dest='workdir', metavar="WORKTREE", help=""" + Path to the work tree root, by default the parent of GITDIR if it's + automatically discovered, or the current directory if GITDIR is set. + """) + + parser.add_argument('--force', '-f', default=False, action="store_true", help=""" + Force updating files with uncommitted modifications. + Untracked files and uncommitted deletions, renames and additions are + always ignored. + """) + + parser.add_argument('--merge', '-m', default=False, action="store_true", help=""" + Include merge commits. + Leads to more recent times and more files per commit, thus with the same + time, which may or may not be what you want. + Including merge commits may lead to fewer commits being evaluated as files + are found sooner, which can improve performance, sometimes substantially. + But as merge commits are usually huge, processing them may also take longer. + By default, merge commits are only used for files missing from regular commits. + """) + + parser.add_argument('--first-parent', default=False, action="store_true", help=""" + Consider only the first parent, the "main branch", when evaluating merge commits. + Only effective when merge commits are processed, either when --merge is + used or when finding missing files after the first regular log search. + See --skip-missing. + """) + + parser.add_argument('--skip-missing', '-s', dest="missing", default=True, + action="store_false", help=""" + Do not try to find missing files. + If merge commits were not evaluated with --merge and some files were + not found in regular commits, by default %(prog)s searches for these + files again in the merge commits. + This option disables this retry, so files found only in merge commits + will not have their timestamp updated. + """) + + parser.add_argument('--no-directories', '-D', dest='dirs', default=True, + action="store_false", help=""" + Do not update directory timestamps. + By default, use the time of its most recently created, renamed or deleted file. + Note that just modifying a file will NOT update its directory time. + """) + + parser.add_argument('--test', '-t', default=False, action="store_true", + help="Test run: do not actually update any file timestamp.") + + parser.add_argument('--commit-time', '-c', dest='commit_time', default=False, + action='store_true', help="Use commit time instead of author time.") + + parser.add_argument('--oldest-time', '-o', dest='reverse_order', default=False, + action='store_true', help=""" + Update times based on the oldest, instead of the most recent commit of a file. + This reverses the order in which the git log is processed to emulate a + file "creation" date. Note this will be inaccurate for files deleted and + re-created at later dates. + """) + + parser.add_argument('--skip-older-than', metavar='SECONDS', type=int, help=""" + Ignore files that are currently older than %(metavar)s. + Useful in workflows that assume such files already have a correct timestamp, + as it may improve performance by processing fewer files. + """) + + parser.add_argument('--skip-older-than-commit', '-N', default=False, + action='store_true', help=""" + Ignore files older than the timestamp it would be updated to. + Such files may be considered "original", likely in the author's repository. + """) + + parser.add_argument('--unique-times', default=False, action="store_true", help=""" + Set the microseconds to a unique value per commit. + Allows telling apart changes that would otherwise have identical timestamps, + as git's time accuracy is in seconds. + """) + + parser.add_argument('pathspec', nargs='*', metavar='PATHSPEC', help=""" + Only modify paths matching %(metavar)s, relative to current directory. + By default, update all but untracked files and submodules. + """) + + parser.add_argument('--version', '-V', action='version', + version='%(prog)s version {version}'.format(version=get_version())) + + args_ = parser.parse_args() + if args_.verbose: + args_.loglevel = max(logging.TRACE, logging.DEBUG // args_.verbose) + args_.debug = args_.loglevel <= logging.DEBUG + return args_ + + +def get_version(version=__version__): + if not version.endswith('+dev'): + return version + try: + cwd = os.path.dirname(os.path.realpath(__file__)) + return Git(cwd=cwd, errors=False).describe().lstrip('v') + except Git.Error: + return '-'.join((version, "unknown")) + + +# Helper functions ############################################################ + +def setup_logging(): + """Add TRACE logging level and corresponding method, return the root logger""" + logging.TRACE = TRACE = logging.DEBUG // 2 + logging.Logger.trace = lambda _, m, *a, **k: _.log(TRACE, m, *a, **k) + return logging.getLogger() + + +def normalize(path): + r"""Normalize paths from git, handling non-ASCII characters. + + Git stores paths as UTF-8 normalization form C. + If path contains non-ASCII or non-printable characters, git outputs the UTF-8 + in octal-escaped notation, escaping double-quotes and backslashes, and then + double-quoting the whole path. + https://git-scm.com/docs/git-config#Documentation/git-config.txt-corequotePath + + This function reverts this encoding, so: + normalize(r'"Back\\slash_double\"quote_a\303\247a\303\255"') => + r'Back\slash_double"quote_açaí') + + Paths with invalid UTF-8 encoding, such as single 0x80-0xFF bytes (e.g, from + Latin1/Windows-1251 encoding) are decoded using surrogate escape, the same + method used by Python for filesystem paths. So 0xE6 ("æ" in Latin1, r'\\346' + from Git) is decoded as "\udce6". See https://peps.python.org/pep-0383/ and + https://vstinner.github.io/painful-history-python-filesystem-encoding.html + + Also see notes on `windows/non-ascii-paths.txt` about path encodings on + non-UTF-8 platforms and filesystems. + """ + if path and path[0] == '"': + # Python 2: path = path[1:-1].decode("string-escape") + # Python 3: https://stackoverflow.com/a/46650050/624066 + path = (path[1:-1] # Remove enclosing double quotes + .encode('latin1') # Convert to bytes, required by 'unicode-escape' + .decode('unicode-escape') # Perform the actual octal-escaping decode + .encode('latin1') # 1:1 mapping to bytes, UTF-8 encoded + .decode('utf8', 'surrogateescape')) # Decode from UTF-8 + if NORMALIZE_PATHS: + # Make sure the slash matches the OS; for Windows we need a backslash + path = os.path.normpath(path) + return path + + +def dummy(*_args, **_kwargs): + """No-op function used in dry-run tests""" + + +def touch(path, mtime): + """The actual mtime update""" + os.utime(path, (mtime, mtime), **UTIME_KWS) + + +def touch_ns(path, mtime_ns): + """The actual mtime update, using nanoseconds for unique timestamps""" + os.utime(path, None, ns=(mtime_ns, mtime_ns), **UTIME_KWS) + + +def isodate(secs: int): + # time.localtime() accepts floats, but discards fractional part + return time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(secs)) + + +def isodate_ns(ns: int): + # for integers fromtimestamp() is equivalent and ~16% slower than isodate() + return datetime.datetime.fromtimestamp(ns / 1000000000).isoformat(sep=' ') + + +def get_mtime_ns(secs: int, idx: int): + # Time resolution for filesystems and functions: + # ext-4 and other POSIX filesystems: 1 nanosecond + # NTFS (Windows default): 100 nanoseconds + # datetime.datetime() (due to 64-bit float epoch): 1 microsecond + us = idx % 1000000 # 10**6 + return 1000 * (1000000 * secs + us) + + +def get_mtime_path(path): + return os.path.getmtime(path) + + +# Git class and parse_log(), the heart of the script ########################## + +class Git: + def __init__(self, workdir=None, gitdir=None, cwd=None, errors=True): + self.gitcmd = ['git'] + self.errors = errors + self._proc = None + if workdir: self.gitcmd.extend(('--work-tree', workdir)) + if gitdir: self.gitcmd.extend(('--git-dir', gitdir)) + if cwd: self.gitcmd.extend(('-C', cwd)) + self.workdir, self.gitdir = self._get_repo_dirs() + + def ls_files(self, paths: list = None): + return (normalize(_) for _ in self._run('ls-files --full-name', paths)) + + def ls_dirty(self, force=False): + return (normalize(_[3:].split(' -> ', 1)[-1]) + for _ in self._run('status --porcelain') + if _[:2] != '??' and (not force or (_[0] in ('R', 'A') + or _[1] == 'D'))) + + def log(self, merge=False, first_parent=False, commit_time=False, + reverse_order=False, paths: list = None): + cmd = 'whatchanged --pretty={}'.format('%ct' if commit_time else '%at') + if merge: cmd += ' -m' + if first_parent: cmd += ' --first-parent' + if reverse_order: cmd += ' --reverse' + return self._run(cmd, paths) + + def describe(self): + return self._run('describe --tags', check=True)[0] + + def terminate(self): + if self._proc is None: + return + try: + self._proc.terminate() + except OSError: + # Avoid errors on OpenBSD + pass + + def _get_repo_dirs(self): + return (os.path.normpath(_) for _ in + self._run('rev-parse --show-toplevel --absolute-git-dir', check=True)) + + def _run(self, cmdstr: str, paths: list = None, output=True, check=False): + cmdlist = self.gitcmd + shlex.split(cmdstr) + if paths: + cmdlist.append('--') + cmdlist.extend(paths) + popen_args = dict(universal_newlines=True, encoding='utf8') + if not self.errors: + popen_args['stderr'] = subprocess.DEVNULL + log.trace("Executing: %s", ' '.join(cmdlist)) + if not output: + return subprocess.call(cmdlist, **popen_args) + if check: + try: + stdout: str = subprocess.check_output(cmdlist, **popen_args) + return stdout.splitlines() + except subprocess.CalledProcessError as e: + raise self.Error(e.returncode, e.cmd, e.output, e.stderr) + self._proc = subprocess.Popen(cmdlist, stdout=subprocess.PIPE, **popen_args) + return (_.rstrip() for _ in self._proc.stdout) + + def __del__(self): + self.terminate() + + class Error(subprocess.CalledProcessError): + """Error from git executable""" + + +def parse_log(filelist, dirlist, stats, git, merge=False, filterlist=None): + mtime = 0 + datestr = isodate(0) + for line in git.log( + merge, + args.first_parent, + args.commit_time, + args.reverse_order, + filterlist + ): + stats['loglines'] += 1 + + # Blank line between Date and list of files + if not line: + continue + + # Date line + if line[0] != ':': # Faster than `not line.startswith(':')` + stats['commits'] += 1 + mtime = int(line) + if args.unique_times: + mtime = get_mtime_ns(mtime, stats['commits']) + if args.debug: + datestr = isodate(mtime) + continue + + # File line: three tokens if it describes a renaming, otherwise two + tokens = line.split('\t') + + # Possible statuses: + # M: Modified (content changed) + # A: Added (created) + # D: Deleted + # T: Type changed: to/from regular file, symlinks, submodules + # R099: Renamed (moved), with % of unchanged content. 100 = pure rename + # Not possible in log: C=Copied, U=Unmerged, X=Unknown, B=pairing Broken + status = tokens[0].split(' ')[-1] + file = tokens[-1] + + # Handles non-ASCII chars and OS path separator + file = normalize(file) + + def do_file(): + if args.skip_older_than_commit and get_mtime_path(file) <= mtime: + stats['skip'] += 1 + return + if args.debug: + log.debug("%d\t%d\t%d\t%s\t%s", + stats['loglines'], stats['commits'], stats['files'], + datestr, file) + try: + touch(os.path.join(git.workdir, file), mtime) + stats['touches'] += 1 + except Exception as e: + log.error("ERROR: %s: %s", e, file) + stats['errors'] += 1 + + def do_dir(): + if args.debug: + log.debug("%d\t%d\t-\t%s\t%s", + stats['loglines'], stats['commits'], + datestr, "{}/".format(dirname or '.')) + try: + touch(os.path.join(git.workdir, dirname), mtime) + stats['dirtouches'] += 1 + except Exception as e: + log.error("ERROR: %s: %s", e, dirname) + stats['direrrors'] += 1 + + if file in filelist: + stats['files'] -= 1 + filelist.remove(file) + do_file() + + if args.dirs and status in ('A', 'D'): + dirname = os.path.dirname(file) + if dirname in dirlist: + dirlist.remove(dirname) + do_dir() + + # All files done? + if not stats['files']: + git.terminate() + return + + +# Main Logic ################################################################## + +def main(): + start = time.time() # yes, Wall time. CPU time is not realistic for users. + stats = {_: 0 for _ in ('loglines', 'commits', 'touches', 'skip', 'errors', + 'dirtouches', 'direrrors')} + + logging.basicConfig(level=args.loglevel, format='%(message)s') + log.trace("Arguments: %s", args) + + # First things first: Where and Who are we? + if args.cwd: + log.debug("Changing directory: %s", args.cwd) + try: + os.chdir(args.cwd) + except OSError as e: + log.critical(e) + return e.errno + # Using both os.chdir() and `git -C` is redundant, but might prevent side effects + # `git -C` alone could be enough if we make sure that: + # - all paths, including args.pathspec, are processed by git: ls-files, rev-parse + # - touch() / os.utime() path argument is always prepended with git.workdir + try: + git = Git(workdir=args.workdir, gitdir=args.gitdir, cwd=args.cwd) + except Git.Error as e: + # Not in a git repository, and git already informed user on stderr. So we just... + return e.returncode + + # Get the files managed by git and build file list to be processed + if UPDATE_SYMLINKS and not args.skip_older_than: + filelist = set(git.ls_files(args.pathspec)) + else: + filelist = set() + for path in git.ls_files(args.pathspec): + fullpath = os.path.join(git.workdir, path) + + # Symlink (to file, to dir or broken - git handles the same way) + if not UPDATE_SYMLINKS and os.path.islink(fullpath): + log.warning("WARNING: Skipping symlink, no OS support for updates: %s", + path) + continue + + # skip files which are older than given threshold + if (args.skip_older_than + and start - get_mtime_path(fullpath) > args.skip_older_than): + continue + + # Always add files relative to worktree root + filelist.add(path) + + # If --force, silently ignore uncommitted deletions (not in the filesystem) + # and renames / additions (will not be found in log anyway) + if args.force: + filelist -= set(git.ls_dirty(force=True)) + # Otherwise, ignore any dirty files + else: + dirty = set(git.ls_dirty()) + if dirty: + log.warning("WARNING: Modified files in the working directory were ignored." + "\nTo include such files, commit your changes or use --force.") + filelist -= dirty + + # Build dir list to be processed + dirlist = set(os.path.dirname(_) for _ in filelist) if args.dirs else set() + + stats['totalfiles'] = stats['files'] = len(filelist) + log.info("{0:,} files to be processed in work dir".format(stats['totalfiles'])) + + if not filelist: + # Nothing to do. Exit silently and without errors, just like git does + return + + # Process the log until all files are 'touched' + log.debug("Line #\tLog #\tF.Left\tModification Time\tFile Name") + parse_log(filelist, dirlist, stats, git, args.merge, args.pathspec) + + # Missing files + if filelist: + # Try to find them in merge logs, if not done already + # (usually HUGE, thus MUCH slower!) + if args.missing and not args.merge: + filterlist = list(filelist) + missing = len(filterlist) + log.info("{0:,} files not found in log, trying merge commits".format(missing)) + for i in range(0, missing, STEPMISSING): + parse_log(filelist, dirlist, stats, git, + merge=True, filterlist=filterlist[i:i + STEPMISSING]) + + # Still missing some? + for file in filelist: + log.warning("WARNING: not found in the log: %s", file) + + # Final statistics + # Suggestion: use git-log --before=mtime to brag about skipped log entries + def log_info(msg, *a, width=13): + ifmt = '{:%d,}' % (width,) # not using 'n' for consistency with ffmt + ffmt = '{:%d,.2f}' % (width,) + # %-formatting lacks a thousand separator, must pre-render with .format() + log.info(msg.replace('%d', ifmt).replace('%f', ffmt).format(*a)) + + log_info( + "Statistics:\n" + "%f seconds\n" + "%d log lines processed\n" + "%d commits evaluated", + time.time() - start, stats['loglines'], stats['commits']) + + if args.dirs: + if stats['direrrors']: log_info("%d directory update errors", stats['direrrors']) + log_info("%d directories updated", stats['dirtouches']) + + if stats['touches'] != stats['totalfiles']: + log_info("%d files", stats['totalfiles']) + if stats['skip']: log_info("%d files skipped", stats['skip']) + if stats['files']: log_info("%d files missing", stats['files']) + if stats['errors']: log_info("%d file update errors", stats['errors']) + + log_info("%d files updated", stats['touches']) + + if args.test: + log.info("TEST RUN - No files modified!") + + +# Keep only essential, global assignments here. Any other logic must be in main() +log = setup_logging() +args = parse_args() + +# Set the actual touch() and other functions based on command-line arguments +if args.unique_times: + touch = touch_ns + isodate = isodate_ns + +# Make sure this is always set last to ensure --test behaves as intended +if args.test: + touch = dummy + +# UI done, it's showtime! +try: + sys.exit(main()) +except KeyboardInterrupt: + log.info("\nAborting") + signal.signal(signal.SIGINT, signal.SIG_DFL) + os.kill(os.getpid(), signal.SIGINT) diff --git a/.github/workflows/_lint.yml b/.github/workflows/_lint.yml new file mode 100644 index 0000000..6af5c13 --- /dev/null +++ b/.github/workflows/_lint.yml @@ -0,0 +1,70 @@ +name: lint + +on: + workflow_call: + +env: + POETRY_VERSION: "1.6.1" + + # This env var allows us to get inline annotations when ruff has complaints. + RUFF_OUTPUT_FORMAT: github + +jobs: + build: + runs-on: ubuntu-latest + strategy: + matrix: + # Only lint on the min and max supported Python versions. + # It's extremely unlikely that there's a lint issue on any version in between + # that doesn't show up on the min or max versions. + # + # GitHub rate-limits how many jobs can be running at any one time. + # Starting new jobs is also relatively slow, + # so linting on fewer versions makes CI faster. + python-version: + - "3.8" + - "3.11" + steps: + - uses: actions/checkout@v4 + + - name: Set up Python ${{ matrix.python-version }} + Poetry ${{ env.POETRY_VERSION }} + uses: "./.github/actions/poetry_setup" + with: + python-version: ${{ matrix.python-version }} + poetry-version: ${{ env.POETRY_VERSION }} + cache-key: lint-with-extras + + - name: Check Poetry File + shell: bash + run: | + poetry check + + - name: Check lock file + shell: bash + run: | + poetry lock --check + + - name: Install dependencies + # Also installs dev/lint/test/typing dependencies, to ensure we have + # type hints for as many of our libraries as possible. + # This helps catch errors that require dependencies to be spotted, for example: + # https://github.com/langchain-ai/langchain/pull/10249/files#diff-935185cd488d015f026dcd9e19616ff62863e8cde8c0bee70318d3ccbca98341 + # + # If you change this configuration, make sure to change the `cache-key` + # in the `poetry_setup` action above to stop using the old cache. + # It doesn't matter how you change it, any change will cause a cache-bust. + run: | + poetry install --with dev,lint,test,typing + + - name: Get .mypy_cache to speed up mypy + uses: actions/cache@v3 + env: + SEGMENT_DOWNLOAD_TIMEOUT_MIN: "2" + with: + path: | + ${{ env.WORKDIR }}/.mypy_cache + key: mypy-${{ runner.os }}-${{ runner.arch }}-py${{ matrix.python-version }}-${{ hashFiles('./poetry.lock') }} + + - name: Analysing the code with our lint + run: | + make lint diff --git a/.github/workflows/_test.yml b/.github/workflows/_test.yml new file mode 100644 index 0000000..5c018ca --- /dev/null +++ b/.github/workflows/_test.yml @@ -0,0 +1,48 @@ +name: test + +on: + workflow_call: + +env: + POETRY_VERSION: "1.6.1" + +jobs: + build: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: + - "3.8" + - "3.9" + - "3.10" + - "3.11" + name: Python ${{ matrix.python-version }} + steps: + - uses: actions/checkout@v4 + + - name: Set up Python ${{ matrix.python-version }} + Poetry ${{ env.POETRY_VERSION }} + uses: "./.github/actions/poetry_setup" + with: + python-version: ${{ matrix.python-version }} + poetry-version: ${{ env.POETRY_VERSION }} + + - name: Install dependencies + shell: bash + run: poetry install + + - name: Run core tests + shell: bash + run: | + make test + + - name: Ensure the tests did not create any additional files + shell: bash + run: | + set -eu + + STATUS="$(git status)" + echo "$STATUS" + + # grep will exit non-zero if the target message isn't found, + # and `set -e` above will cause the step to fail. + echo "$STATUS" | grep 'nothing to commit, working tree clean' diff --git a/.github/workflows/_test_release.yml b/.github/workflows/_test_release.yml new file mode 100644 index 0000000..84ae688 --- /dev/null +++ b/.github/workflows/_test_release.yml @@ -0,0 +1,86 @@ +name: test-release + +on: + workflow_call: + +env: + POETRY_VERSION: "1.6.1" + PYTHON_VERSION: "3.10" + +jobs: + build: + if: github.ref == 'refs/heads/master' + runs-on: ubuntu-latest + + outputs: + pkg-name: ${{ steps.check-version.outputs.pkg-name }} + version: ${{ steps.check-version.outputs.version }} + + steps: + - uses: actions/checkout@v4 + + - name: Set up Python + Poetry ${{ env.POETRY_VERSION }} + uses: "./.github/actions/poetry_setup" + with: + python-version: ${{ env.PYTHON_VERSION }} + poetry-version: ${{ env.POETRY_VERSION }} + cache-key: release + + # We want to keep this build stage *separate* from the release stage, + # so that there's no sharing of permissions between them. + # The release stage has trusted publishing and GitHub repo contents write access, + # and we want to keep the scope of that access limited just to the release job. + # Otherwise, a malicious `build` step (e.g. via a compromised dependency) + # could get access to our GitHub or PyPI credentials. + # + # Per the trusted publishing GitHub Action: + # > It is strongly advised to separate jobs for building [...] + # > from the publish job. + # https://github.com/pypa/gh-action-pypi-publish#non-goals + - name: Build project for distribution + run: poetry build + + - name: Upload build + uses: actions/upload-artifact@v3 + with: + name: test-dist + + - name: Check Version + id: check-version + shell: bash + run: | + echo pkg-name="$(poetry version | cut -d ' ' -f 1)" >> $GITHUB_OUTPUT + echo version="$(poetry version --short)" >> $GITHUB_OUTPUT + + publish: + needs: + - build + runs-on: ubuntu-latest + permissions: + # This permission is used for trusted publishing: + # https://blog.pypi.org/posts/2023-04-20-introducing-trusted-publishers/ + # + # Trusted publishing has to also be configured on PyPI for each package: + # https://docs.pypi.org/trusted-publishers/adding-a-publisher/ + id-token: write + + steps: + - uses: actions/checkout@v4 + + - uses: actions/download-artifact@v3 + with: + name: test-dist + path: ./dist/ + + - name: Publish to test PyPI + uses: pypa/gh-action-pypi-publish@release/v1 + with: + packages-dir: ./dist/ + verbose: true + print-hash: true + repository-url: https://test.pypi.org/legacy/ + + # We overwrite any existing distributions with the same name and version. + # This is *only for CI use* and is *extremely dangerous* otherwise! + # https://github.com/pypa/gh-action-pypi-publish#tolerating-release-package-file-duplicates + skip-existing: true diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 0000000..585b043 --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,32 @@ +--- +name: langchain-integration-template CI + +on: + push: + branches: [ main ] + pull_request: + workflow_dispatch: # Allows to trigger the workflow manually in GitHub UI + +# If another push to the same PR or branch happens while this workflow is still running, +# cancel the earlier run in favor of the next run. +# +# There's no point in testing an outdated version of the code. GitHub only allows +# a limited number of job runners to be active at the same time, so it's better to cancel +# pointless jobs early so that more useful jobs can run sooner. +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + +env: + POETRY_VERSION: "1.6.1" + +jobs: + lint: + uses: + ./.github/workflows/_lint.yml + secrets: inherit + + test: + uses: + ./.github/workflows/_test.yml + secrets: inherit diff --git a/.github/workflows/codespell.yml b/.github/workflows/codespell.yml new file mode 100644 index 0000000..82474e9 --- /dev/null +++ b/.github/workflows/codespell.yml @@ -0,0 +1,36 @@ +--- +name: Codespell + +on: + push: + branches: [master] + pull_request: + branches: [master] + +permissions: + contents: read + +jobs: + codespell: + name: Check for spelling errors + runs-on: ubuntu-latest + + steps: + - name: Checkout + uses: actions/checkout@v4 + + - name: Install Dependencies + run: | + pip install toml + + - name: Extract Ignore Words List + run: | + # Use a Python script to extract the ignore words list from pyproject.toml + python .github/workflows/extract_ignored_words_list.py + id: extract_ignore_words + + - name: Codespell + uses: codespell-project/actions-codespell@v2 + with: + skip: guide_imports.json + ignore_words_list: ${{ steps.extract_ignore_words.outputs.ignore_words_list }} diff --git a/.github/workflows/extract_ignored_words_list.py b/.github/workflows/extract_ignored_words_list.py new file mode 100644 index 0000000..7c800e0 --- /dev/null +++ b/.github/workflows/extract_ignored_words_list.py @@ -0,0 +1,10 @@ +import toml + +pyproject_toml = toml.load("pyproject.toml") + +# Extract the ignore words list (adjust the key as per your TOML structure) +ignore_words_list = ( + pyproject_toml.get("tool", {}).get("codespell", {}).get("ignore-words-list") +) + +print(f"::set-output name=ignore_words_list::{ignore_words_list}") diff --git a/.github/workflows/integration_tests.yml b/.github/workflows/integration_tests.yml new file mode 100644 index 0000000..dafdefc --- /dev/null +++ b/.github/workflows/integration_tests.yml @@ -0,0 +1,47 @@ +--- +name: libs/integration-template Integration tests + +on: + workflow_dispatch: # Allows to trigger the workflow manually in GitHub UI + +# If another push to the same PR or branch happens while this workflow is still running, +# cancel the earlier run in favor of the next run. +# +# There's no point in testing an outdated version of the code. GitHub only allows +# a limited number of job runners to be active at the same time, so it's better to cancel +# pointless jobs early so that more useful jobs can run sooner. +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + +env: + POETRY_VERSION: "1.6.1" + +jobs: + test-with-latest-langchain-core: + runs-on: ubuntu-latest + defaults: + strategy: + matrix: + python-version: + - "3.8" + - "3.9" + - "3.10" + - "3.11" + name: test - Python ${{ matrix.python-version }} + steps: + - uses: actions/checkout@v4 + + - name: Set up Python ${{ matrix.python-version }} + Poetry ${{ env.POETRY_VERSION }} + uses: "./.github/actions/poetry_setup" + with: + python-version: ${{ matrix.python-version }} + poetry-version: ${{ env.POETRY_VERSION }} + cache-key: unpublished-langchain + + - name: Install dependencies + shell: bash + run: poetry install + + - name: Run tests + run: poetry run pytest tests/integration_tests \ No newline at end of file diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml new file mode 100644 index 0000000..0735362 --- /dev/null +++ b/.github/workflows/release.yml @@ -0,0 +1,177 @@ +name: release + +on: + workflow_call: + +env: + PYTHON_VERSION: "3.10" + POETRY_VERSION: "1.6.1" + +jobs: + build: + if: github.ref == 'refs/heads/main' + runs-on: ubuntu-latest + + outputs: + pkg-name: ${{ steps.check-version.outputs.pkg-name }} + version: ${{ steps.check-version.outputs.version }} + + steps: + - uses: actions/checkout@v4 + + - name: Set up Python + Poetry ${{ env.POETRY_VERSION }} + uses: "./.github/actions/poetry_setup" + with: + python-version: ${{ env.PYTHON_VERSION }} + poetry-version: ${{ env.POETRY_VERSION }} + cache-key: release + + # We want to keep this build stage *separate* from the release stage, + # so that there's no sharing of permissions between them. + # The release stage has trusted publishing and GitHub repo contents write access, + # and we want to keep the scope of that access limited just to the release job. + # Otherwise, a malicious `build` step (e.g. via a compromised dependency) + # could get access to our GitHub or PyPI credentials. + # + # Per the trusted publishing GitHub Action: + # > It is strongly advised to separate jobs for building [...] + # > from the publish job. + # https://github.com/pypa/gh-action-pypi-publish#non-goals + - name: Build project for distribution + run: poetry build + + - name: Upload build + uses: actions/upload-artifact@v3 + with: + name: dist + + - name: Check Version + id: check-version + shell: bash + run: | + echo pkg-name="$(poetry version | cut -d ' ' -f 1)" >> $GITHUB_OUTPUT + echo version="$(poetry version --short)" >> $GITHUB_OUTPUT + + test-pypi-publish: + needs: + - build + uses: + ./.github/workflows/_test_release.yml + secrets: inherit + + pre-release-checks: + needs: + - build + - test-pypi-publish + runs-on: ubuntu-latest + steps: + # We explicitly *don't* set up caching here. This ensures our tests are + # maximally sensitive to catching breakage. + # + # For example, here's a way that caching can cause a falsely-passing test: + # - Make the langchain package manifest no longer list a dependency package + # as a requirement. This means it won't be installed by `pip install`, + # and attempting to use it would cause a crash. + # - That dependency used to be required, so it may have been cached. + # When restoring the venv packages from cache, that dependency gets included. + # - Tests pass, because the dependency is present even though it wasn't specified. + # - The package is published, and it breaks on the missing dependency when + # used in the real world. + - uses: actions/setup-python@v4 + with: + python-version: ${{ env.PYTHON_VERSION }} + + - name: Test published package + shell: bash + env: + PKG_NAME: ${{ needs.build.outputs.pkg-name }} + VERSION: ${{ needs.build.outputs.version }} + # Here we use: + # - The default regular PyPI index as the *primary* index, meaning + # that it takes priority (https://pypi.org/simple) + # - The test PyPI index as an extra index, so that any dependencies that + # are not found on test PyPI can be resolved and installed anyway. + # (https://test.pypi.org/simple). This will include the PKG_NAME==VERSION + # package because VERSION will not have been uploaded to regular PyPI yet. + # + # TODO: add more in-depth pre-publish tests after testing that importing works + run: | + pip install \ + --extra-index-url https://test.pypi.org/simple/ \ + "$PKG_NAME==$VERSION" + + # Replace all dashes in the package name with underscores, + # since that's how Python imports packages with dashes in the name. + IMPORT_NAME="$(echo "$PKG_NAME" | sed s/-/_/g)" + + python -c "import $IMPORT_NAME; print(dir($IMPORT_NAME))" + + publish: + needs: + - build + - test-pypi-publish + - pre-release-checks + runs-on: ubuntu-latest + permissions: + # This permission is used for trusted publishing: + # https://blog.pypi.org/posts/2023-04-20-introducing-trusted-publishers/ + # + # Trusted publishing has to also be configured on PyPI for each package: + # https://docs.pypi.org/trusted-publishers/adding-a-publisher/ + id-token: write + + steps: + - uses: actions/checkout@v4 + + - name: Set up Python + Poetry ${{ env.POETRY_VERSION }} + uses: "./.github/actions/poetry_setup" + with: + python-version: ${{ env.PYTHON_VERSION }} + poetry-version: ${{ env.POETRY_VERSION }} + cache-key: release + + - uses: actions/download-artifact@v3 + with: + name: dist + + - name: Publish package distributions to PyPI + uses: pypa/gh-action-pypi-publish@release/v1 + with: + verbose: true + print-hash: true + + mark-release: + needs: + - build + - test-pypi-publish + - pre-release-checks + - publish + runs-on: ubuntu-latest + permissions: + # This permission is needed by `ncipollo/release-action` to + # create the GitHub release. + contents: write + + steps: + - uses: actions/checkout@v4 + + - name: Set up Python + Poetry ${{ env.POETRY_VERSION }} + uses: "./.github/actions/poetry_setup" + with: + python-version: ${{ env.PYTHON_VERSION }} + poetry-version: ${{ env.POETRY_VERSION }} + cache-key: release + + - uses: actions/download-artifact@v3 + with: + name: dist + + - name: Create Release + uses: ncipollo/release-action@v1 + with: + artifacts: "dist/*" + token: ${{ secrets.GITHUB_TOKEN }} + draft: false + generateReleaseNotes: true + tag: v${{ needs.build.outputs.version }} + commit: main diff --git a/.gitignore b/.gitignore index 68bc17f..2dc53ca 100644 --- a/.gitignore +++ b/.gitignore @@ -157,4 +157,4 @@ cython_debug/ # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore # and can be added to the global gitignore or merged into this file. For a more nuclear # option (not recommended) you can uncomment the following to ignore the entire idea folder. -#.idea/ +.idea/ diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..eddf1cf --- /dev/null +++ b/Makefile @@ -0,0 +1,52 @@ +.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/ + +test: + poetry run pytest $(TEST_FILE) + +tests: + poetry run pytest $(TEST_FILE) + + +###################### +# LINTING AND FORMATTING +###################### + +# Define a variable for Python and notebook files. +PYTHON_FILES=. +lint format: PYTHON_FILES=. +lint_diff format_diff: PYTHON_FILES=$(shell git diff --name-only --diff-filter=d master | grep -E '\.py$$|\.ipynb$$') + +lint lint_diff: + ./scripts/check_pydantic.sh . + ./scripts/check_imports.sh + poetry run ruff . + [ "$(PYTHON_FILES)" = "" ] || poetry run ruff format $(PYTHON_FILES) --diff + [ "$(PYTHON_FILES)" = "" ] || poetry run mypy $(PYTHON_FILES) + +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 + +###################### +# HELP +###################### + +help: + @echo '----' + @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/README.md b/README.md index 10fe57c..adeba77 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,3 @@ # langchain-integration-template -Template repo for langchain integration packages + +Template repo for LangChain integration packages. \ No newline at end of file diff --git a/langchain_integration/__init__.py b/langchain_integration/__init__.py new file mode 100644 index 0000000..8685bf5 --- /dev/null +++ b/langchain_integration/__init__.py @@ -0,0 +1,5 @@ +from langchain_integration.chat_models import ChatIntegration +from langchain_integration.llms import Integration +from langchain_integration.vectorstores import IntegrationVectorStore + +__all__ = ["Integration", "ChatIntegration", "IntegrationVectorStore"] diff --git a/langchain_integration/chat_models.py b/langchain_integration/chat_models.py new file mode 100644 index 0000000..caa9ed1 --- /dev/null +++ b/langchain_integration/chat_models.py @@ -0,0 +1,65 @@ +from typing import Any, AsyncIterator, Iterator, List, Optional + +from langchain_core.callbacks import ( + AsyncCallbackManagerForLLMRun, + CallbackManagerForLLMRun, +) +from langchain_core.language_models.chat_models import BaseChatModel +from langchain_core.messages import ( + BaseMessage, +) +from langchain_core.outputs import ChatGenerationChunk, ChatResult + + +class ChatIntegration(BaseChatModel): + """{integration} chat model. + + Example: + .. code-block:: python + + from langchain_integration import ChatIntegration + + + model = ChatIntegration(raise NotImplementedError) + """ + + @property + def _llm_type(self) -> str: + """Return type of chat model.""" + return "chat-integration" + + def _stream( + self, + messages: List[BaseMessage], + stop: Optional[List[str]] = None, + run_manager: Optional[CallbackManagerForLLMRun] = None, + **kwargs: Any, + ) -> Iterator[ChatGenerationChunk]: + raise NotImplementedError + + async def _astream( + self, + messages: List[BaseMessage], + stop: Optional[List[str]] = None, + run_manager: Optional[AsyncCallbackManagerForLLMRun] = None, + **kwargs: Any, + ) -> AsyncIterator[ChatGenerationChunk]: + raise NotImplementedError + + def _generate( + self, + messages: List[BaseMessage], + stop: Optional[List[str]] = None, + run_manager: Optional[CallbackManagerForLLMRun] = None, + **kwargs: Any, + ) -> ChatResult: + raise NotImplementedError + + async def _agenerate( + self, + messages: List[BaseMessage], + stop: Optional[List[str]] = None, + run_manager: Optional[AsyncCallbackManagerForLLMRun] = None, + **kwargs: Any, + ) -> ChatResult: + raise NotImplementedError diff --git a/langchain_integration/llms.py b/langchain_integration/llms.py new file mode 100644 index 0000000..3b4127b --- /dev/null +++ b/langchain_integration/llms.py @@ -0,0 +1,72 @@ +import asyncio +from functools import partial +from typing import ( + Any, + AsyncIterator, + Iterator, + List, + Optional, +) + +from langchain_core.callbacks import ( + AsyncCallbackManagerForLLMRun, + CallbackManagerForLLMRun, +) +from langchain_core.language_models import BaseLLM +from langchain_core.outputs import GenerationChunk, LLMResult + + +class Integration(BaseLLM): + """{integration} large language models. + + Example: + .. code-block:: python + + from langchain_integration import Integration + + model = Integration(raise NotImplementedError) + """ + + @property + def _llm_type(self) -> str: + """Return type of chat model.""" + return "integration" + + def _generate( + self, + prompts: List[str], + stop: Optional[List[str]] = None, + run_manager: Optional[CallbackManagerForLLMRun] = None, + **kwargs: Any, + ) -> LLMResult: + raise NotImplementedError + + async def _agenerate( + self, + prompts: List[str], + stop: Optional[List[str]] = None, + run_manager: Optional[AsyncCallbackManagerForLLMRun] = None, + **kwargs: Any, + ) -> LLMResult: + # Change implementation if integration natively supports async generation. + return await asyncio.get_running_loop().run_in_executor( + None, partial(self._generate, **kwargs), prompts, stop, run_manager + ) + + def _stream( + self, + prompt: str, + stop: Optional[List[str]] = None, + run_manager: Optional[CallbackManagerForLLMRun] = None, + **kwargs: Any, + ) -> Iterator[GenerationChunk]: + raise NotImplementedError + + async def _astream( + self, + prompt: str, + stop: Optional[List[str]] = None, + run_manager: Optional[AsyncCallbackManagerForLLMRun] = None, + **kwargs: Any, + ) -> AsyncIterator[GenerationChunk]: + raise NotImplementedError diff --git a/langchain_integration/vectorstores.py b/langchain_integration/vectorstores.py new file mode 100644 index 0000000..0e86a23 --- /dev/null +++ b/langchain_integration/vectorstores.py @@ -0,0 +1,179 @@ +from __future__ import annotations + +import asyncio +from functools import partial +from typing import ( + TYPE_CHECKING, + Any, + Callable, + Iterable, + List, + Optional, + Tuple, + Type, + TypeVar, +) + +from langchain_core.embeddings import Embeddings +from langchain_core.vectorstores import VectorStore + +if TYPE_CHECKING: + from langchain_core.documents import Document + +VST = TypeVar("VST", bound=VectorStore) + + +class IntegrationVectorStore(VectorStore): + """Interface for vector store. + + Example: + .. code-block:: python + + from langchain_integration.vectorstores import IntegrationVectorStore + + vectorstore = IntegrationVectorStore(raise NotImplementedError) + """ + + def add_texts( + self, + texts: Iterable[str], + metadatas: Optional[List[dict]] = None, + **kwargs: Any, + ) -> List[str]: + raise NotImplementedError + + async def aadd_texts( + self, + texts: Iterable[str], + metadatas: Optional[List[dict]] = None, + **kwargs: Any, + ) -> List[str]: + return await asyncio.get_running_loop().run_in_executor( + None, partial(self.add_texts, **kwargs), texts, metadatas + ) + + def delete(self, ids: Optional[List[str]] = None, **kwargs: Any) -> Optional[bool]: + raise NotImplementedError + + async def adelete( + self, ids: Optional[List[str]] = None, **kwargs: Any + ) -> Optional[bool]: + raise NotImplementedError + + def similarity_search( + self, query: str, k: int = 4, **kwargs: Any + ) -> List[Document]: + raise NotImplementedError + + async def asimilarity_search( + self, query: str, k: int = 4, **kwargs: Any + ) -> List[Document]: + # This is a temporary workaround to make the similarity search + # asynchronous. The proper solution is to make the similarity search + # asynchronous in the vector store implementations. + func = partial(self.similarity_search, query, k=k, **kwargs) + return await asyncio.get_event_loop().run_in_executor(None, func) + + def similarity_search_with_score( + self, *args: Any, **kwargs: Any + ) -> List[Tuple[Document, float]]: + raise NotImplementedError + + async def asimilarity_search_with_score( + self, *args: Any, **kwargs: Any + ) -> List[Tuple[Document, float]]: + # This is a temporary workaround to make the similarity search + # asynchronous. The proper solution is to make the similarity search + # asynchronous in the vector store implementations. + func = partial(self.similarity_search_with_score, *args, **kwargs) + return await asyncio.get_event_loop().run_in_executor(None, func) + + def similarity_search_by_vector( + self, embedding: List[float], k: int = 4, **kwargs: Any + ) -> List[Document]: + raise NotImplementedError + + async def asimilarity_search_by_vector( + self, embedding: List[float], k: int = 4, **kwargs: Any + ) -> List[Document]: + # This is a temporary workaround to make the similarity search + # asynchronous. The proper solution is to make the similarity search + # asynchronous in the vector store implementations. + func = partial(self.similarity_search_by_vector, embedding, k=k, **kwargs) + return await asyncio.get_event_loop().run_in_executor(None, func) + + def max_marginal_relevance_search( + self, + query: str, + k: int = 4, + fetch_k: int = 20, + lambda_mult: float = 0.5, + **kwargs: Any, + ) -> List[Document]: + raise NotImplementedError + + async def amax_marginal_relevance_search( + self, + query: str, + k: int = 4, + fetch_k: int = 20, + lambda_mult: float = 0.5, + **kwargs: Any, + ) -> List[Document]: + # This is a temporary workaround to make the similarity search + # asynchronous. The proper solution is to make the similarity search + # asynchronous in the vector store implementations. + func = partial( + self.max_marginal_relevance_search, + query, + k=k, + fetch_k=fetch_k, + lambda_mult=lambda_mult, + **kwargs, + ) + return await asyncio.get_event_loop().run_in_executor(None, func) + + def max_marginal_relevance_search_by_vector( + self, + embedding: List[float], + k: int = 4, + fetch_k: int = 20, + lambda_mult: float = 0.5, + **kwargs: Any, + ) -> List[Document]: + raise NotImplementedError + + async def amax_marginal_relevance_search_by_vector( + self, + embedding: List[float], + k: int = 4, + fetch_k: int = 20, + lambda_mult: float = 0.5, + **kwargs: Any, + ) -> List[Document]: + raise NotImplementedError + + @classmethod + def from_texts( + cls: Type[VST], + texts: List[str], + embedding: Embeddings, + metadatas: Optional[List[dict]] = None, + **kwargs: Any, + ) -> VST: + raise NotImplementedError + + @classmethod + async def afrom_texts( + cls: Type[VST], + texts: List[str], + embedding: Embeddings, + metadatas: Optional[List[dict]] = None, + **kwargs: Any, + ) -> VST: + return await asyncio.get_running_loop().run_in_executor( + None, partial(cls.from_texts, **kwargs), texts, embedding, metadatas + ) + + def _select_relevance_score_fn(self) -> Callable[[float], float]: + raise NotImplementedError diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..31f6bb2 --- /dev/null +++ b/poetry.lock @@ -0,0 +1,2602 @@ +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. + +[[package]] +name = "annotated-types" +version = "0.6.0" +description = "Reusable constraint types to use with typing.Annotated" +optional = false +python-versions = ">=3.8" +files = [ + {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"}, + {file = "annotated_types-0.6.0.tar.gz", hash = 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+# The only dependencies that should be added are +# dependencies used for running tests (e.g., pytest, freezegun, response). +# Any dependencies that do not meet that criteria will be removed. +pytest = "^7.3.0" +pytest-asyncio = "^0.21.1" + + +[tool.poetry.group.test_integration] +optional = true +dependencies = {} + +[tool.ruff] +select = [ + "E", # pycodestyle + "F", # pyflakes + "I", # isort +] + +[tool.mypy] +ignore_missing_imports = "True" +disallow_untyped_defs = "True" +exclude = ["notebooks"] + +[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 +asyncio_mode = "auto" diff --git a/scripts/check_imports.sh b/scripts/check_imports.sh new file mode 100755 index 0000000..695613c --- /dev/null +++ b/scripts/check_imports.sh @@ -0,0 +1,17 @@ +#!/bin/bash + +set -eu + +# Initialize a variable to keep track of errors +errors=0 + +# make sure not importing from langchain or langchain_experimental +git --no-pager grep '^from langchain\.' . && errors=$((errors+1)) +git --no-pager grep '^from langchain_experimental\.' . && 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/scripts/check_pydantic.sh b/scripts/check_pydantic.sh new file mode 100755 index 0000000..06b5bb8 --- /dev/null +++ b/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/tests/integration_tests/__init__.py b/tests/integration_tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/integration_tests/test_chat_models.py b/tests/integration_tests/test_chat_models.py new file mode 100644 index 0000000..bf42204 --- /dev/null +++ b/tests/integration_tests/test_chat_models.py @@ -0,0 +1,63 @@ +"""Test Integration chat model.""" +from langchain_integration.chat_models import ChatIntegration + + +def test_integration_stream() -> None: + """Test streaming tokens from OpenAI.""" + llm = ChatIntegration() + + for token in llm.stream("I'm Pickle Rick"): + assert isinstance(token.content, str) + + +async def test_integration_astream() -> None: + """Test streaming tokens from OpenAI.""" + llm = ChatIntegration() + + async for token in llm.astream("I'm Pickle Rick"): + assert isinstance(token.content, str) + + +async def test_integration_abatch() -> None: + """Test streaming tokens from ChatIntegration.""" + llm = ChatIntegration() + + result = await llm.abatch(["I'm Pickle Rick", "I'm not Pickle Rick"]) + for token in result: + assert isinstance(token.content, str) + + +async def test_integration_abatch_tags() -> None: + """Test batch tokens from ChatIntegration.""" + llm = ChatIntegration() + + result = await llm.abatch( + ["I'm Pickle Rick", "I'm not Pickle Rick"], config={"tags": ["foo"]} + ) + for token in result: + assert isinstance(token.content, str) + + +def test_integration_batch() -> None: + """Test batch tokens from ChatIntegration.""" + llm = ChatIntegration() + + result = llm.batch(["I'm Pickle Rick", "I'm not Pickle Rick"]) + for token in result: + assert isinstance(token.content, str) + + +async def test_integration_ainvoke() -> None: + """Test invoke tokens from ChatIntegration.""" + llm = ChatIntegration() + + result = await llm.ainvoke("I'm Pickle Rick", config={"tags": ["foo"]}) + assert isinstance(result.content, str) + + +def test_integration_invoke() -> None: + """Test invoke tokens from ChatIntegration.""" + llm = ChatIntegration() + + result = llm.invoke("I'm Pickle Rick", config=dict(tags=["foo"])) + assert isinstance(result.content, str) diff --git a/tests/integration_tests/test_llms.py b/tests/integration_tests/test_llms.py new file mode 100644 index 0000000..e13a560 --- /dev/null +++ b/tests/integration_tests/test_llms.py @@ -0,0 +1,63 @@ +"""Test Integration llm.""" +from langchain_integration.llms import Integration + + +def test_integration_stream() -> None: + """Test streaming tokens from OpenAI.""" + llm = Integration() + + for token in llm.stream("I'm Pickle Rick"): + assert isinstance(token, str) + + +async def test_integration_astream() -> None: + """Test streaming tokens from OpenAI.""" + llm = Integration() + + async for token in llm.astream("I'm Pickle Rick"): + assert isinstance(token, str) + + +async def test_integration_abatch() -> None: + """Test streaming tokens from Integration.""" + llm = Integration() + + result = await llm.abatch(["I'm Pickle Rick", "I'm not Pickle Rick"]) + for token in result: + assert isinstance(token, str) + + +async def test_integration_abatch_tags() -> None: + """Test batch tokens from Integration.""" + llm = Integration() + + result = await llm.abatch( + ["I'm Pickle Rick", "I'm not Pickle Rick"], config={"tags": ["foo"]} + ) + for token in result: + assert isinstance(token, str) + + +def test_integration_batch() -> None: + """Test batch tokens from Integration.""" + llm = Integration() + + result = llm.batch(["I'm Pickle Rick", "I'm not Pickle Rick"]) + for token in result: + assert isinstance(token, str) + + +async def test_integration_ainvoke() -> None: + """Test invoke tokens from Integration.""" + llm = Integration() + + result = await llm.ainvoke("I'm Pickle Rick", config={"tags": ["foo"]}) + assert isinstance(result, str) + + +def test_integration_invoke() -> None: + """Test invoke tokens from Integration.""" + llm = Integration() + + result = llm.invoke("I'm Pickle Rick", config=dict(tags=["foo"])) + assert isinstance(result, str) diff --git a/tests/unit_tests/__init__.py b/tests/unit_tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/unit_tests/test_chat_models.py b/tests/unit_tests/test_chat_models.py new file mode 100644 index 0000000..5ab7fa6 --- /dev/null +++ b/tests/unit_tests/test_chat_models.py @@ -0,0 +1,9 @@ +"""Test chat model integration.""" + + +from langchain_integration.chat_models import ChatIntegration + + +def test_integration_initialization() -> None: + """Test chat model initialization.""" + ChatIntegration() diff --git a/tests/unit_tests/test_imports.py b/tests/unit_tests/test_imports.py new file mode 100644 index 0000000..da78270 --- /dev/null +++ b/tests/unit_tests/test_imports.py @@ -0,0 +1,7 @@ +from langchain_integration import __all__ + +EXPECTED_ALL = ["Integration", "ChatIntegration", "IntegrationVectorStore"] + + +def test_all_imports() -> None: + assert sorted(EXPECTED_ALL) == sorted(__all__) diff --git a/tests/unit_tests/test_llms.py b/tests/unit_tests/test_llms.py new file mode 100644 index 0000000..18ac68e --- /dev/null +++ b/tests/unit_tests/test_llms.py @@ -0,0 +1,7 @@ +"""Test Integration Chat API wrapper.""" +from langchain_integration import Integration + + +def test_integration_initialization() -> None: + """Test integration initialization.""" + Integration() diff --git a/tests/unit_tests/test_vectorstores.py b/tests/unit_tests/test_vectorstores.py new file mode 100644 index 0000000..bfed647 --- /dev/null +++ b/tests/unit_tests/test_vectorstores.py @@ -0,0 +1,6 @@ +from langchain_integration.vectorstores import IntegrationVectorStore + + +def test_integration_vectorstore_initialization() -> None: + """Test integration vectorstore initialization.""" + IntegrationVectorStore()