diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
new file mode 100644
index 0000000..57b18cb
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -0,0 +1,26 @@
+---
+name: Bug report
+about: Report any issues found and help us improve
+title: 'fix: [ISSUE]'
+labels: bug
+assignees: ''
+
+---
+
+## Describe the bug
+A clear and concise description of what the bug is.
+
+## To reproduce
+Steps to reproduce the behavior.
+
+## Expected behavior
+A clear and concise description of what you expected to happen.
+
+## Environment details
+ - Version: [e.g. 0.41.2]
+
+## Additional context
+Add any other context about the problem here.
+
+## Screenshots
+If applicable, add screenshots to help explain your problem.
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
new file mode 100644
index 0000000..7dbe530
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -0,0 +1,20 @@
+---
+name: Feature request
+about: Suggest an idea for this project
+title: 'feat: [ISSUE]'
+labels: enhancement
+assignees: ''
+
+---
+
+**Is your feature request related to a problem? Please describe.**
+A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
+
+**Describe the solution you'd like**
+A clear and concise description of what you want to happen.
+
+**Describe alternatives you've considered**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.
diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
new file mode 100644
index 0000000..3765578
--- /dev/null
+++ b/.github/pull_request_template.md
@@ -0,0 +1,35 @@
+## What
+
+...
+
+## Why
+
+...
+
+## How
+
+...
+
+## Relevant Docs
+
+-
+
+## Related Issues or PRs
+
+-
+
+## Dependencies Versions / Env Variables
+
+-
+
+## Notes on Testing
+
+...
+
+## Screenshots
+
+...
+
+## Checklist
+
+I have read and understood the [Contribution Guidelines]().
diff --git a/.github/workflows/ci_test.yaml b/.github/workflows/ci_test.yaml
index 6e8ac56..c6490a6 100644
--- a/.github/workflows/ci_test.yaml
+++ b/.github/workflows/ci_test.yaml
@@ -14,50 +14,53 @@ jobs:
runs-on: ubuntu-latest
steps:
- - name: Checkout repository
- uses: actions/checkout@v3
-
- - name: Set up Python
- uses: actions/setup-python@v4
- with:
- python-version: '3.9'
-
- - name: Cache tox environments
- uses: actions/cache@v3
- with:
- path: .tox/
- key: ${{ runner.os }}-tox-${{ hashFiles('**/pyproject.toml', '**/tox.ini') }}
- restore-keys: |
- ${{ runner.os }}-tox-
- - name: Install tox
- run: pip install tox
-
- - name: Create test env
- shell: bash
- run: |
- cp sample.env .env
- sed -i "s|LLMWHISPERER_API_KEY=|LLMWHISPERER_API_KEY=${{ secrets.LLMWHISPERER_API_KEY }}|" .env
-
- - name: Run tox
- id: tox
- run: |
- tox
- - name: Render the report to the PR
- uses: marocchino/sticky-pull-request-comment@v2
- with:
- header: llmw-py-client-test-report
- recreate: true
- path: llmw-py-client-report.md
-
- - name: Output reports to the job summary when tests fail
- shell: bash
- run: |
- if [ -f "llmw-py-client-report.md" ]; then
- {
- echo "Worker Test Report
"
- echo ""
- cat "llmw-py-client-report.md"
- echo ""
- echo " "
- } >> "$GITHUB_STEP_SUMMARY"
- fi
+ - name: Checkout repository
+ uses: actions/checkout@v3
+
+ - name: Install uv
+ uses: astral-sh/setup-uv@v5
+ with:
+ # Install a specific version of uv.
+ version: "0.6.14"
+ python-version: 3.12.9
+
+ - name: Cache tox environments
+ uses: actions/cache@v4
+ with:
+ path: .tox/
+ key: ${{ runner.os }}-tox-uv-${{ hashFiles('**/pyproject.toml', '**/tox.ini') }}
+ restore-keys: |
+ ${{ runner.os }}-tox-uv-
+
+ - name: Install tox with UV
+ run: uv pip install tox
+
+ - name: Create test env
+ shell: bash
+ run: |
+ cp sample.env .env
+ sed -i "s|LLMWHISPERER_API_KEY=|LLMWHISPERER_API_KEY=${{ secrets.LLMWHISPERER_API_KEY }}|" .env
+
+ - name: Run tox
+ id: tox
+ run: |
+ tox
+ - name: Render the report to the PR
+ uses: marocchino/sticky-pull-request-comment@v2
+ with:
+ header: llmw-py-client-test-report
+ recreate: true
+ path: llmw-py-client-report.md
+
+ - name: Output reports to the job summary when tests fail
+ shell: bash
+ run: |
+ if [ -f "llmw-py-client-report.md" ]; then
+ {
+ echo "Worker Test Report
"
+ echo ""
+ cat "llmw-py-client-report.md"
+ echo ""
+ echo " "
+ } >> "$GITHUB_STEP_SUMMARY"
+ fi
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
deleted file mode 100644
index 981fae7..0000000
--- a/.github/workflows/main.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-name: Publish Python Package
-
-on:
- release:
- types:
- - published
-
-jobs:
- pypi-publish:
- name: upload release to PyPI
- runs-on: ubuntu-latest
- permissions:
- contents: read
- id-token: write
- steps:
- - uses: actions/checkout@v4
- with:
- ref: ${{ github.event.release.tag_name }}
-
- - name: Setup PDM
- uses: pdm-project/setup-pdm@v4
- with:
- python-version: 3.9.22
- version: 2.10.0
-
- - name: Publish package distributions to PyPI
- run: pdm publish
diff --git a/.github/workflows/pypi-publish.yml b/.github/workflows/pypi-publish.yml
new file mode 100644
index 0000000..ea693bc
--- /dev/null
+++ b/.github/workflows/pypi-publish.yml
@@ -0,0 +1,34 @@
+name: Publish Python Package
+
+on:
+ release:
+ types:
+ - published
+
+jobs:
+ pypi-publish:
+ name: upload release to PyPI
+ runs-on: ubuntu-latest
+ permissions:
+ contents: read
+ id-token: write
+ steps:
+ - uses: actions/checkout@v4
+ with:
+ ref: ${{ github.event.release.tag_name }}
+
+ - uses: actions/setup-python@v5
+ with:
+ python-version: "3.12.9"
+
+ - name: Install uv
+ uses: astral-sh/setup-uv@v5
+ with:
+ # Install a specific version of uv.
+ version: "0.6.14"
+
+ - name: Build package
+ run: uv build
+
+ - name: Publish to PyPI
+ run: uv publish
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f298e61..fba8841 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,23 +1,15 @@
----
-# See https://pre-commit.com for more information
-# See https://pre-commit.com/hooks.html for more hooks
-# - Added pkgs feature flag auto generated code to flake8 exclude list
-# Force all unspecified python hooks to run python 3.10
default_language_version:
- python: python3.9
+ python: python3.12
default_stages:
- - commit
+ - pre-commit
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
- rev: v4.5.0
+ rev: v5.0.0
hooks:
- id: trailing-whitespace
- # TODO: Exclude tests/test_data directory
- exclude: ^tests/test_data/
exclude_types:
- "markdown"
- id: end-of-file-fixer
- exclude: "tests/test_data/.*"
- id: check-yaml
args: [--unsafe]
- id: check-added-large-files
@@ -37,123 +29,58 @@ repos:
- id: destroyed-symlinks
- id: forbid-new-submodules
- id: mixed-line-ending
- - id: no-commit-to-branch
- - repo: https://github.com/adrienverge/yamllint
- rev: v1.35.1
+
+ - repo: https://github.com/astral-sh/ruff-pre-commit
+ rev: v0.3.4
hooks:
- - id: yamllint
- args: ["-d", "relaxed"]
- language: system
- - repo: https://github.com/rhysd/actionlint
- rev: v1.6.26
- hooks:
- - id: actionlint-docker
- args: [-ignore, 'label ".+" is unknown']
- - repo: https://github.com/psf/black
- rev: 24.2.0
- hooks:
- - id: black
- args: [--config=pyproject.toml, -l 120]
- language: system
- exclude: |
- (?x)^(
- pkgs/unstract-flags/src/unstract/flags/evaluation_.*\.py|
- )$
- - repo: https://github.com/pycqa/flake8
- rev: 7.0.0
- hooks:
- - id: flake8
- args: [--max-line-length=120]
- exclude: |
- (?x)^(
- tests/test_data/.*|
- )$
- - repo: https://github.com/pycqa/isort
- rev: 5.13.2
- hooks:
- - id: isort
- files: "\\.(py)$"
- args:
- [
- "--profile",
- "black",
- "--filter-files",
- --settings-path=pyproject.toml,
- ]
+ - id: ruff
+ args: [--fix]
+ - id: ruff-format
+
- repo: https://github.com/hadialqattan/pycln
rev: v2.4.0
hooks:
- id: pycln
+ entry: uv run pycln
args: [--config=pyproject.toml]
+
- repo: https://github.com/pycqa/docformatter
rev: v1.7.5
hooks:
- id: docformatter
- # - repo: https://github.com/MarcoGorelli/absolufy-imports
- # rev: v0.3.1
- # hooks:
- # - id: absolufy-imports
+ language: python
+
- repo: https://github.com/asottile/pyupgrade
- rev: v3.15.0
+ rev: v3.17.0
hooks:
- id: pyupgrade
entry: pyupgrade --py39-plus --keep-runtime-typing
types:
- python
- - repo: https://github.com/gitleaks/gitleaks
- rev: v8.18.2
+
+ - repo: https://github.com/astral-sh/uv-pre-commit
+ rev: 0.6.11
hooks:
- - id: gitleaks
- - repo: https://github.com/asottile/yesqa
- rev: v1.5.0
+ - id: uv-lock
+
+ - repo: https://github.com/pre-commit/mirrors-mypy
+ rev: v1.11.2
hooks:
- - id: yesqa
- # TODO: Uncomment after typing the SDK
- # - repo: https://github.com/pre-commit/mirrors-mypy
- # rev: v1.8.0
- # hooks:
- # - id: mypy
- # language: system
- # entry: mypy .
- # pass_filenames: false
- # # IMPORTANT!
- # # Keep args same as tool.mypy section in pyproject.toml
- # args:
- # [
- # --allow-subclassing-any,
- # --allow-untyped-decorators,
- # --check-untyped-defs,
- # --exclude, ".*migrations/.*.py",
- # --exclude, "backend/prompt/.*",
- # --exclude, "document_display_service/.*",
- # --exclude, "pkgs/unstract-connectors/tests/.*",
- # --exclude, "pkgs/unstract-core/.*",
- # --exclude, "pkgs/unstract-flags/src/unstract/flags/.*",
- # --exclude, "sdks/.*",
- # --exclude, "unstract-document-service/.*",
- # --exclude, "__pypackages__/.*",
- # --follow-imports, "silent",
- # --ignore-missing-imports,
- # --implicit-reexport,
- # --pretty,
- # --python-version=3.9,
- # --show-column-numbers,
- # --show-error-codes,
- # --strict,
- # --warn-redundant-casts,
- # --warn-return-any,
- # --warn-unreachable,
- # --warn-unused-configs,
- # --warn-unused-ignores,
- # ]
+ - id: mypy
+ language: system
+ entry: uv run mypy .
+ pass_filenames: false
+ additional_dependencies: []
+
- repo: https://github.com/igorshubovych/markdownlint-cli
- rev: v0.39.0
+ rev: v0.42.0
hooks:
- id: markdownlint
args: [--disable, MD013]
- id: markdownlint-fix
args: [--disable, MD013]
- - repo: https://github.com/pdm-project/pdm
- rev: 2.12.3
+
+ - repo: https://github.com/gitleaks/gitleaks
+ rev: v8.18.2
hooks:
- - id: pdm-lock-check
+ - id: gitleaks
diff --git a/pdm.lock b/pdm.lock
deleted file mode 100644
index fd156b9..0000000
--- a/pdm.lock
+++ /dev/null
@@ -1,936 +0,0 @@
-# This file is @generated by PDM.
-# It is not intended for manual editing.
-
-[metadata]
-groups = ["default", "lint", "test"]
-strategy = ["cross_platform"]
-lock_version = "4.4"
-content_hash = "sha256:344b878d62f637f347e09e037685d94a1c2457eef3176391271a209a42b55103"
-
-[[package]]
-name = "autopep8"
-version = "2.0.4"
-requires_python = ">=3.6"
-summary = "A tool that automatically formats Python code to conform to the PEP 8 style guide"
-dependencies = [
- "pycodestyle>=2.10.0",
- "tomli; python_version < \"3.11\"",
-]
-files = [
- {file = "autopep8-2.0.4-py2.py3-none-any.whl", hash = "sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb"},
- {file = "autopep8-2.0.4.tar.gz", hash = "sha256:2913064abd97b3419d1cc83ea71f042cb821f87e45b9c88cad5ad3c4ea87fe0c"},
-]
-
-[[package]]
-name = "black"
-version = "23.3.0"
-requires_python = ">=3.7"
-summary = "The uncompromising code formatter."
-dependencies = [
- "click>=8.0.0",
- "mypy-extensions>=0.4.3",
- "packaging>=22.0",
- "pathspec>=0.9.0",
- "platformdirs>=2",
- "tomli>=1.1.0; python_version < \"3.11\"",
- "typing-extensions>=3.10.0.0; python_version < \"3.10\"",
-]
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-]
-
-[[package]]
-name = "certifi"
-version = "2024.7.4"
-requires_python = ">=3.6"
-summary = "Python package for providing Mozilla's CA Bundle."
-files = [
- {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
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-
-[[package]]
-name = "cfgv"
-version = "3.4.0"
-requires_python = ">=3.8"
-summary = "Validate configuration and produce human readable error messages."
-files = [
- {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
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-]
-
-[[package]]
-name = "chardet"
-version = "5.2.0"
-requires_python = ">=3.7"
-summary = "Universal encoding detector for Python 3"
-files = [
- {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
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-
-[[package]]
-name = "charset-normalizer"
-version = "3.3.2"
-requires_python = ">=3.7.0"
-summary = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-files = [
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diff --git a/pyproject.toml b/pyproject.toml
index 9d5cb77..318e3b8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,22 +1,12 @@
-[build-system]
-requires = ["pdm-backend"]
-build-backend = "pdm.backend"
-
[project]
name = "llmwhisperer-client"
dynamic = ["version"]
description = "Client library for LLM Whisperer"
-dependencies = [
- "requests>=2",
-]
readme = "README.md"
urls = { Homepage = "https://unstract.com/llmwhisperer/", Source = "https://github.com/Zipstack/llm-whisperer-python-client" }
-license = {text = "AGPL v3"}
-authors = [
- {name = "Zipstack Inc", email = "devsupport@zipstack.com"},
-]
+license = { text = "AGPL v3" }
+authors = [{ name = "Zipstack Inc", email = "devsupport@zipstack.com" }]
keywords = ["llmwhisperer tools-development-kit apps development-kit sdk"]
-requires-python = ">=3.8.1"
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
@@ -27,8 +17,10 @@ classifiers = [
"Programming Language :: Python",
"Topic :: Software Development :: Libraries :: Python Modules",
]
+requires-python = ">=3.12"
+dependencies = ["requests>=2"]
-[tool.pdm.dev-dependencies]
+[dependency-groups]
test = [
"pytest>=8.2.2",
"pytest-mock>=3.14.0",
@@ -36,45 +28,148 @@ test = [
"pytest-cov>=5.0.0",
"pytest-md-report>=0.6.2",
]
-lint = [
- "autopep8~=2.0.2",
- "black~=23.3.0",
+dev = [
"docutils~=0.20.1",
- "flake8~=6.0.0",
- "flake8-pyproject~=1.2.2",
- "isort~=5.12.0",
+ "mypy~=1.2.0",
"pre-commit~=3.3.1",
"yamllint>=1.35.1",
- "mypy~=1.10.0"
+ "ruff<1.0.0,>=0.2.2",
+ "pytest>=8.0.1",
+ "pycln>=2.5.0",
+ "poethepoet>=0.34.0",
]
-[tool.pdm.version]
-source = "file"
+[tool.poe.tasks]
+test.cmd = "pytest -s -v"
+test.envfile = "tests/.env"
+test.help = "Runs pytests for LLM Whisperer client"
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.version]
path = "src/unstract/llmwhisperer/__init__.py"
-[tool.isort]
-line_length = 120
-multi_line_output = 3
-include_trailing_comma = true
-force_grid_wrap = 0
-use_parentheses = true
-ensure_newline_before_comments = true
-profile = "black"
+[tool.hatch.build.targets.wheel]
+packages = ["src/unstract"]
+
+#Added pyright to detect vertual environment in IDE.
+[tool.pyright]
+venvPath = "."
+venv = ".venv"
+
+# === Development tool configurations ===
-[tool.flake8]
-max-line-length = 120
+[tool.ruff]
+line-length = 120
+target-version = "py312"
+exclude = [
+ ".bzr",
+ ".direnv",
+ ".eggs",
+ ".git",
+ ".git-rewrite",
+ ".hg",
+ ".mypy_cache",
+ ".nox",
+ ".pants.d",
+ ".pytype",
+ ".ruff_cache",
+ ".svn",
+ ".tox",
+ ".venv",
+ "__pypackages__",
+ "_build",
+ "buck-out",
+ "build",
+ "dist",
+ "node_modules",
+ "venv",
+]
+
+[tool.ruff.lint]
+select = [
+ "E", # pycodestyle (formatting)
+ "F", # Pyflakes (static analysis)
+ "I", # isort (import sorting)
+ "B", # bugbear (security/performance)
+ "W", # warnings
+ "C90", # mccabe complexity
+ "N", # pep8-naming
+ "D", # pydocstyle
+ "UP", # pyupgrade
+ "ANN", # flake8-annotations
+ "TCH", # flake8-type-checking
+ "PYI", # flake8-pyi
+]
+fixable = ["ALL"]
+ignore = [
+ "D205",
+ "D100", # Missing docstring in public module
+ "D101", # Missing docstring in public class
+ "D102", # Missing docstring in public method
+ "D104", # Missing docstring in public package
+ "D103", # Missing docstring in public function
+ "D106", # Missing docstring in public nested class
+ "D417", # Missing argument description in the docstring
+ "ANN101", # Missing type annotation for self
+ "ANN102", # Missing type annotation for cls
+ "N818",
+]
+
+[tool.ruff.format]
+quote-style = "double"
+indent-style = "space"
+line-ending = "auto"
+docstring-code-format = true
+
+[tool.ruff.lint.mccabe]
+max-complexity = 10
-[tool.pdm.build]
-includes = ["src"]
-package-dir = "src"
+[tool.ruff.lint.pydocstyle]
+convention = "google"
+
+[tool.pycln]
+all = true
+expand-stars = true
+no-gitignore = false
+verbose = true
+
+[tool.pyupgrade]
+keep-runtime-typing = true
+py39-plus = true
+keep-dict-typing = true
[tool.pytest.ini_options]
-env_files = [".env"]
-addopts = "-s"
-log_level = "INFO"
-log_cli = true
+python_files = ["tests.py", "test_*.py", "*_tests.py", "*_test.py"]
+testpaths = ["tests"]
+markers = [
+ "slow: marks tests as slow (deselect with '-m \"not slow\"')",
+ "integration: marks tests as integration (deselect with '-m \"not integration\"')",
+]
-[tool.pdm.scripts]
-test.cmd = "pytest -s -v"
-test.env_file = "tests/.env"
-test.help = "Runs pytests for LLM Whisperer client"
+[tool.mypy]
+python_version = "3.12"
+warn_return_any = true
+warn_unused_configs = true
+disallow_untyped_defs = true
+disallow_incomplete_defs = true
+check_untyped_defs = true
+disallow_untyped_decorators = false
+no_implicit_optional = true
+strict_optional = true
+warn_redundant_casts = true
+warn_unused_ignores = true
+warn_no_return = true
+warn_unreachable = true
+allow_untyped_globals = false
+allow_redefinition = false
+local_partial_types = true
+implicit_reexport = true
+follow_imports = "silent"
+ignore_missing_imports = true
+pretty = true
+show_column_numbers = true
+show_error_codes = true
+exclude = ["venv", ".venv"]
diff --git a/src/unstract/llmwhisperer/__init__.py b/src/unstract/llmwhisperer/__init__.py
index 51f406b..02ef33c 100644
--- a/src/unstract/llmwhisperer/__init__.py
+++ b/src/unstract/llmwhisperer/__init__.py
@@ -1,9 +1,8 @@
-__version__ = "2.3.1"
+__version__ = "2.4.0"
-from .client import LLMWhispererClient # noqa: F401
from .client_v2 import LLMWhispererClientV2 # noqa: F401
-def get_llmw_py_client_version():
+def get_llmw_py_client_version() -> str:
"""Returns the SDK version."""
return __version__
diff --git a/src/unstract/llmwhisperer/client.py b/src/unstract/llmwhisperer/client.py
deleted file mode 100644
index 6bbbb1e..0000000
--- a/src/unstract/llmwhisperer/client.py
+++ /dev/null
@@ -1,399 +0,0 @@
-"""This module provides a Python client for interacting with the LLMWhisperer
-API.
-
-Prepare documents for LLM consumption
-LLMs are powerful, but their output is as good as the input you provide.
-LLMWhisperer is a technology that presents data from complex documents
-(different designs and formats) to LLMs in a way that they can best understand.
-
-LLMWhisperer is available as an API that can be integrated into your existing
-systems to preprocess your documents before they are fed into LLMs. It can handle
-a variety of document types, including PDFs, images, and scanned documents.
-
-This client simplifies the process of making requests to the API and handling the responses.
-
-Classes:
- LLMWhispererClientException: Exception raised for errors in the LLMWhispererClient.
-"""
-
-import json
-import logging
-import os
-from typing import IO
-
-import requests
-
-from unstract.llmwhisperer.utils import LLMWhispererUtils
-
-BASE_URL = "https://llmwhisperer-api.unstract.com/v1"
-
-
-class LLMWhispererClientException(Exception):
- """Exception raised for errors in the LLMWhispererClient.
-
- Attributes:
- message (str): Explanation of the error.
- status_code (int): HTTP status code returned by the LLMWhisperer API.
-
- Args:
- message (str): Explanation of the error.
- status_code (int, optional): HTTP status code returned by the LLMWhisperer API. Defaults to None.
- """
-
- def __init__(self, value):
- self.value = value
-
- def __str__(self):
- return repr(self.value)
-
- def error_message(self):
- return self.value
-
-
-class LLMWhispererClient:
- """A client for interacting with the LLMWhisperer API.
-
- This client uses the requests library to make HTTP requests to the
- LLMWhisperer API. It also includes a logger for tracking the
- client's activities and errors.
- """
-
- formatter = logging.Formatter("%(asctime)s - %(name)s - %(levelname)s - %(message)s")
- logger = logging.getLogger(__name__)
- log_stream_handler = logging.StreamHandler()
- log_stream_handler.setFormatter(formatter)
- logger.addHandler(log_stream_handler)
-
- api_key = ""
- base_url = ""
- api_timeout = 120
-
- def __init__(
- self,
- base_url: str = "",
- api_key: str = "",
- api_timeout: int = 120,
- logging_level: str = "",
- ):
- """Initializes the LLMWhispererClient with the given parameters.
-
- Args:
- base_url (str, optional): The base URL for the LLMWhisperer API. Defaults to "".
- If the base_url is not provided, the client will use
- the value of the LLMWHISPERER_BASE_URL environment
- variable,or the default value.
- api_key (str, optional): The API key for the LLMWhisperer API. Defaults to "".
- If the api_key is not provided, the client will use the
- value of the LLMWHISPERER_API_KEY environment variable.
- api_timeout (int, optional): The timeout for API requests. Defaults to 120s.
- logging_level (str, optional): The logging level for the client. Can be "DEBUG",
- "INFO", "WARNING" or "ERROR". Defaults to the
- value of the LLMWHISPERER_LOGGING_LEVEL
- environment variable, or "DEBUG" if the
- environment variable is not set.
- """
- if logging_level == "":
- logging_level = os.getenv("LLMWHISPERER_LOGGING_LEVEL", "DEBUG")
- if logging_level == "DEBUG":
- self.logger.setLevel(logging.DEBUG)
- elif logging_level == "INFO":
- self.logger.setLevel(logging.INFO)
- elif logging_level == "WARNING":
- self.logger.setLevel(logging.WARNING)
- elif logging_level == "ERROR":
- self.logger.setLevel(logging.ERROR)
- self.logger.setLevel(logging_level)
- self.logger.debug("logging_level set to %s", logging_level)
-
- if base_url == "":
- self.base_url = os.getenv("LLMWHISPERER_BASE_URL", BASE_URL)
- else:
- self.base_url = base_url
- self.logger.debug("base_url set to %s", self.base_url)
-
- if api_key == "":
- self.api_key = os.getenv("LLMWHISPERER_API_KEY", "")
- else:
- self.api_key = api_key
- self.logger.debug("api_key set to %s", LLMWhispererUtils.redact_key(self.api_key))
-
- self.api_timeout = api_timeout
-
- self.headers = {"unstract-key": self.api_key}
-
- def get_usage_info(self) -> dict:
- """Retrieves the usage information of the LLMWhisperer API.
-
- This method sends a GET request to the '/get-usage-info' endpoint of the LLMWhisperer API.
- The response is a JSON object containing the usage information.
- Refer to https://docs.unstract.com/llm_whisperer/apis/llm_whisperer_usage_api
-
- Returns:
- dict: A dictionary containing the usage information.
-
- Raises:
- LLMWhispererClientException: If the API request fails, it raises an exception with
- the error message and status code returned by the API.
- """
- self.logger.debug("get_usage_info called")
- url = f"{self.base_url}/get-usage-info"
- self.logger.debug("url: %s", url)
- req = requests.Request("GET", url, headers=self.headers)
- prepared = req.prepare()
- s = requests.Session()
- response = s.send(prepared, timeout=self.api_timeout)
- if response.status_code != 200:
- err = json.loads(response.text)
- err["status_code"] = response.status_code
- raise LLMWhispererClientException(err)
- return json.loads(response.text)
-
- def whisper(
- self,
- file_path: str = "",
- stream: IO[bytes] = None,
- url: str = "",
- processing_mode: str = "ocr",
- output_mode: str = "line-printer",
- page_seperator: str = "<<<",
- force_text_processing: bool = False,
- pages_to_extract: str = "",
- timeout: int = 200,
- store_metadata_for_highlighting: bool = False,
- median_filter_size: int = 0,
- gaussian_blur_radius: int = 0,
- ocr_provider: str = "advanced",
- line_splitter_tolerance: float = 0.4,
- horizontal_stretch_factor: float = 1.0,
- encoding: str = "utf-8",
- ) -> dict:
- """
- Sends a request to the LLMWhisperer API to process a document.
- Refer to https://docs.unstract.com/llm_whisperer/apis/llm_whisperer_text_extraction_api
-
- Args:
- file_path (str, optional): The path to the file to be processed. Defaults to "".
- stream (IO[bytes], optional): A stream of bytes to be processed. Defaults to None.
- url (str, optional): The URL of the file to be processed. Defaults to "".
- processing_mode (str, optional): The processing mode. Can be "ocr" or "text". Defaults to "ocr".
- output_mode (str, optional): The output mode. Can be "line-printer" or "text". Defaults to "line-printer".
- page_seperator (str, optional): The page separator. Defaults to "<<<".
- force_text_processing (bool, optional): Whether to force text processing. Defaults to False.
- pages_to_extract (str, optional): The pages to extract. Defaults to "".
- timeout (int, optional): The timeout for the request in seconds. Defaults to 200.
- store_metadata_for_highlighting (bool, optional): Whether to store metadata for highlighting. Def False.
- median_filter_size (int, optional): The size of the median filter. Defaults to 0.
- gaussian_blur_radius (int, optional): The radius of the Gaussian blur. Defaults to 0.
- ocr_provider (str, optional): The OCR provider. Can be "advanced" or "basic". Defaults to "advanced".
- line_splitter_tolerance (float, optional): The line splitter tolerance. Defaults to 0.4.
- horizontal_stretch_factor (float, optional): The horizontal stretch factor. Defaults to 1.0.
- encoding (str): The character encoding to use for processing the text. Defaults to "utf-8".
-
- Returns:
- dict: The response from the API as a dictionary.
-
- Raises:
- LLMWhispererClientException: If the API request fails, it raises an exception with
- the error message and status code returned by the API.
- """
- self.logger.debug("whisper called")
- api_url = f"{self.base_url}/whisper"
- params = {
- "url": url,
- "processing_mode": processing_mode,
- "output_mode": output_mode,
- "page_seperator": page_seperator,
- "force_text_processing": force_text_processing,
- "pages_to_extract": pages_to_extract,
- "timeout": timeout,
- "store_metadata_for_highlighting": store_metadata_for_highlighting,
- "median_filter_size": median_filter_size,
- "gaussian_blur_radius": gaussian_blur_radius,
- "ocr_provider": ocr_provider,
- "line_splitter_tolerance": line_splitter_tolerance,
- "horizontal_stretch_factor": horizontal_stretch_factor,
- }
-
- self.logger.debug("api_url: %s", api_url)
- self.logger.debug("params: %s", params)
-
- if url == "" and file_path == "" and stream is None:
- raise LLMWhispererClientException(
- {
- "status_code": -1,
- "message": "Either url, stream or file_path must be provided",
- }
- )
-
- if timeout < 0 or timeout > 200:
- raise LLMWhispererClientException(
- {
- "status_code": -1,
- "message": "timeout must be between 0 and 200",
- }
- )
-
- should_stream = False
- if url == "":
- if stream is not None:
- should_stream = True
-
- def generate():
- yield from stream
-
- req = requests.Request(
- "POST",
- api_url,
- params=params,
- headers=self.headers,
- data=generate(),
- )
-
- else:
- with open(file_path, "rb") as f:
- data = f.read()
- req = requests.Request(
- "POST",
- api_url,
- params=params,
- headers=self.headers,
- data=data,
- )
- else:
- req = requests.Request("POST", api_url, params=params, headers=self.headers)
- prepared = req.prepare()
- s = requests.Session()
- response = s.send(prepared, timeout=timeout, stream=should_stream)
- response.encoding = encoding
- if response.status_code != 200 and response.status_code != 202:
- message = json.loads(response.text)
- message["status_code"] = response.status_code
- raise LLMWhispererClientException(message)
- if response.status_code == 202:
- message = json.loads(response.text)
- message["status_code"] = response.status_code
- return message
- return {
- "status_code": response.status_code,
- "extracted_text": response.text,
- "whisper_hash": response.headers["whisper-hash"],
- }
-
- def whisper_status(self, whisper_hash: str) -> dict:
- """Retrieves the status of the whisper operation from the LLMWhisperer
- API.
-
- This method sends a GET request to the '/whisper-status' endpoint of the LLMWhisperer API.
- The response is a JSON object containing the status of the whisper operation.
-
- Refer https://docs.unstract.com/llm_whisperer/apis/llm_whisperer_text_extraction_status_api
-
- Args:
- whisper_hash (str): The hash of the whisper (returned by whisper method)
-
- Returns:
- dict: A dictionary containing the status of the whisper operation. The keys in the
- dictionary include 'status_code' and the status details.
-
- Raises:
- LLMWhispererClientException: If the API request fails, it raises an exception with
- the error message and status code returned by the API.
- """
- self.logger.debug("whisper_status called")
- url = f"{self.base_url}/whisper-status"
- params = {"whisper-hash": whisper_hash}
- self.logger.debug("url: %s", url)
- req = requests.Request("GET", url, headers=self.headers, params=params)
- prepared = req.prepare()
- s = requests.Session()
- response = s.send(prepared, timeout=self.api_timeout)
- if response.status_code != 200:
- err = json.loads(response.text)
- err["status_code"] = response.status_code
- raise LLMWhispererClientException(err)
- message = json.loads(response.text)
- message["status_code"] = response.status_code
- return message
-
- def whisper_retrieve(self, whisper_hash: str, encoding: str = "utf-8") -> dict:
- """Retrieves the result of the whisper operation from the LLMWhisperer
- API.
-
- This method sends a GET request to the '/whisper-retrieve' endpoint of the LLMWhisperer API.
- The response is a JSON object containing the result of the whisper operation.
-
- Refer to https://docs.unstract.com/llm_whisperer/apis/llm_whisperer_text_extraction_retrieve_api
-
- Args:
- whisper_hash (str): The hash of the whisper operation.
- encoding (str): The character encoding to use for processing the text. Defaults to "utf-8".
-
- Returns:
- dict: A dictionary containing the status code and the extracted text from the whisper operation.
-
- Raises:
- LLMWhispererClientException: If the API request fails, it raises an exception with
- the error message and status code returned by the API.
- """
- self.logger.debug("whisper_retrieve called")
- url = f"{self.base_url}/whisper-retrieve"
- params = {"whisper-hash": whisper_hash}
- self.logger.debug("url: %s", url)
- req = requests.Request("GET", url, headers=self.headers, params=params)
- prepared = req.prepare()
- s = requests.Session()
- response = s.send(prepared, timeout=self.api_timeout)
- response.encoding = encoding
- if response.status_code != 200:
- err = json.loads(response.text)
- err["status_code"] = response.status_code
- raise LLMWhispererClientException(err)
-
- return {
- "status_code": response.status_code,
- "extracted_text": response.text,
- }
-
- def highlight_data(self, whisper_hash: str, search_text: str) -> dict:
- """
- Highlights the specified text in the result of a whisper operation.
- Note: The whisper operation must have been performed with the
- store_metadata_for_highlighting parameter set to True.
-
- Refer to https://docs.unstract.com/llm_whisperer/apis/llm_whisperer_text_extraction_highlight_api
-
- This method sends a POST request to the '/highlight-data' endpoint of the LLMWhisperer API.
- The response is a JSON object containing the highlighted text information.
-
- Args:
- whisper_hash (str): The hash of the whisper operation.
- search_text (str): The text to be highlighted.
-
- Returns:
- dict: A dictionary containing the status code and the highlighted text.
-
- Raises:
- LLMWhispererClientException: If the API request fails, it raises an exception with
- the error message and status code returned by the API.
- """
- self.logger.debug("highlight_data called")
- url = f"{self.base_url}/highlight-data"
- params = {"whisper-hash": whisper_hash}
- self.logger.debug("url: %s", url)
- req = requests.Request(
- "POST",
- url,
- headers=self.headers,
- params=params,
- data=search_text,
- )
- prepared = req.prepare()
- s = requests.Session()
- response = s.send(prepared, timeout=self.api_timeout)
- if response.status_code != 200:
- err = json.loads(response.text)
- err["status_code"] = response.status_code
- raise LLMWhispererClientException(err)
- result = json.loads(response.text)
- result["status_code"] = response.status_code
- return result
diff --git a/src/unstract/llmwhisperer/client_v2.py b/src/unstract/llmwhisperer/client_v2.py
index 27b78a8..f1e33d9 100644
--- a/src/unstract/llmwhisperer/client_v2.py
+++ b/src/unstract/llmwhisperer/client_v2.py
@@ -22,10 +22,10 @@
import logging
import os
import time
-from typing import IO
+from collections.abc import Generator
+from typing import IO, Any
import requests
-from typing import Optional, Dict
BASE_URL_V2 = "https://llmwhisperer-api.us-central.unstract.com/api/v2"
@@ -42,13 +42,25 @@ class LLMWhispererClientException(Exception):
status_code (int, optional): HTTP status code returned by the LLMWhisperer API. Defaults to None.
"""
- def __init__(self, value):
+ def __init__(self, value: str, status_code: int | None = None) -> None:
+ """Initialize the LLMWhispererClientException.
+
+ Args:
+ value: The error message or value.
+ status_code: The HTTP status code returned by the LLMWhisperer API.
+ """
self.value = value
+ self.status_code = status_code
+
+ def __str__(self) -> str:
+ """Return string representation of the exception.
- def __str__(self):
+ Returns:
+ String representation of the error value.
+ """
return repr(self.value)
- def error_message(self):
+ def error_message(self) -> str:
return self.value
@@ -68,17 +80,17 @@ class LLMWhispererClientV2:
log_stream_handler.setFormatter(formatter)
logger.addHandler(log_stream_handler)
- api_key = ""
- base_url = ""
- api_timeout = 120
+ api_key: str = ""
+ base_url: str = ""
+ api_timeout: int = 120
def __init__(
self,
base_url: str = "",
api_key: str = "",
logging_level: str = "",
- custom_headers: Optional[Dict[str, str]] = None,
- ):
+ custom_headers: dict[str, str] | None = None,
+ ) -> None:
"""Initializes the LLMWhispererClient with the given parameters.
Args:
@@ -137,7 +149,7 @@ def __init__(
# "Start-Date": "2024-07-09",
# }
- def get_usage_info(self) -> dict:
+ def get_usage_info(self) -> Any:
"""Retrieves the usage information of the LLMWhisperer API.
This method sends a GET request to the '/get-usage-info' endpoint of the LLMWhisperer API.
@@ -145,7 +157,7 @@ def get_usage_info(self) -> dict:
Refer to https://docs.unstract.com/llm_whisperer/apis/llm_whisperer_usage_api
Returns:
- dict: A dictionary containing the usage information.
+ Dict[Any, Any]: A dictionary containing the usage information.
Raises:
LLMWhispererClientException: If the API request fails, it raises an exception with
@@ -164,7 +176,7 @@ def get_usage_info(self) -> dict:
raise LLMWhispererClientException(err)
return json.loads(response.text)
- def get_highlight_data(self, whisper_hash: str, lines: str, extract_all_lines: bool = False) -> dict:
+ def get_highlight_data(self, whisper_hash: str, lines: str, extract_all_lines: bool = False) -> Any:
"""Retrieves the highlight information of the LLMWhisperer API.
This method sends a GET request to the '/highlights' endpoint of the LLMWhisperer API.
@@ -177,8 +189,9 @@ def get_highlight_data(self, whisper_hash: str, lines: str, extract_all_lines: b
You can specify which lines metadata to retrieve with this parameter.
Example 1-5,7,21- will retrieve lines metadata 1,2,3,4,5,7,21,22,23,24...
till the last line meta data.
+
Returns:
- dict: A dictionary containing the highlight information.
+ Dict[Any, Any]: A dictionary containing the highlight information.
Raises:
LLMWhispererClientException: If the API request fails, it raises an exception with
@@ -205,7 +218,7 @@ def get_highlight_data(self, whisper_hash: str, lines: str, extract_all_lines: b
def whisper(
self,
file_path: str = "",
- stream: IO[bytes] = None,
+ stream: IO[bytes] | None = None,
url: str = "",
mode: str = "form",
output_mode: str = "layout_preserving",
@@ -219,18 +232,17 @@ def whisper(
mark_horizontal_lines: bool = False,
line_spitter_strategy: str = "left-priority",
add_line_nos: bool = False,
- lang="eng",
- tag="default",
- filename="",
- webhook_metadata="",
- use_webhook="",
- wait_for_completion=False,
- wait_timeout=180,
+ lang: str = "eng",
+ tag: str = "default",
+ filename: str = "",
+ webhook_metadata: str = "",
+ use_webhook: str = "",
+ wait_for_completion: bool = False,
+ wait_timeout: int = 180,
encoding: str = "utf-8",
- ) -> dict:
- """
- Sends a request to the LLMWhisperer API to process a document.
- Refer to https://docs.unstract.com/llm_whisperer/apis/llm_whisperer_text_extraction_api
+ ) -> Any:
+ """Sends a request to the LLMWhisperer API to process a document.
+ Refer to https://docs.unstract.com/llm_whisperer/apis/llm_whisperer_text_extraction_api.
Args:
file_path (str, optional): The path to the file to be processed. Defaults to "".
@@ -265,7 +277,7 @@ def whisper(
encoding (str): The character encoding to use for processing the text. Defaults to "utf-8".
Returns:
- dict: The response from the API as a dictionary.
+ Dict[Any, Any]: The response from the API as a dictionary.
Raises:
LLMWhispererClientException: If the API request fails, it raises an exception with
@@ -297,19 +309,12 @@ def whisper(
self.logger.debug("params: %s", params)
if use_webhook != "" and wait_for_completion:
- raise LLMWhispererClientException(
- {
- "status_code": -1,
- "message": "Cannot wait for completion when using webhook",
- }
- )
+ raise LLMWhispererClientException("Cannot wait for completion when using webhook", 1)
if url == "" and file_path == "" and stream is None:
raise LLMWhispererClientException(
- {
- "status_code": -1,
- "message": "Either url, stream or file_path must be provided",
- }
+ "Either url, stream or file_path must be provided",
+ 1,
)
should_stream = False
@@ -317,8 +322,9 @@ def whisper(
if stream is not None:
should_stream = True
- def generate():
- yield from stream
+ def generate() -> Generator[bytes, None, None]:
+ if stream is not None: # Add explicit type check
+ yield from stream
req = requests.Request(
"POST",
@@ -411,7 +417,7 @@ def generate():
message["status_code"] = response.status_code
return message
- def whisper_status(self, whisper_hash: str) -> dict:
+ def whisper_status(self, whisper_hash: str) -> Any:
"""Retrieves the status of the whisper operation from the LLMWhisperer
API.
@@ -447,7 +453,7 @@ def whisper_status(self, whisper_hash: str) -> dict:
message["status_code"] = response.status_code
return message
- def whisper_retrieve(self, whisper_hash: str, encoding: str = "utf-8") -> dict:
+ def whisper_retrieve(self, whisper_hash: str, encoding: str = "utf-8") -> Any:
"""Retrieves the result of the whisper operation from the LLMWhisperer
API.
@@ -486,7 +492,7 @@ def whisper_retrieve(self, whisper_hash: str, encoding: str = "utf-8") -> dict:
"extraction": json.loads(response.text),
}
- def register_webhook(self, url: str, auth_token: str, webhook_name: str) -> dict:
+ def register_webhook(self, url: str, auth_token: str, webhook_name: str) -> Any:
"""Registers a webhook with the LLMWhisperer API.
This method sends a POST request to the '/whisper-manage-callback' endpoint of the LLMWhisperer API.
@@ -500,13 +506,12 @@ def register_webhook(self, url: str, auth_token: str, webhook_name: str) -> dict
webhook_name (str): The name of the webhook.
Returns:
- dict: A dictionary containing the status code and the response from the API.
+ Any: A dictionary containing the status code and the response from the API.
Raises:
LLMWhispererClientException: If the API request fails, it raises an exception with
the error message and status code returned by the API.
"""
-
data = {
"url": url,
"auth_token": auth_token,
@@ -523,7 +528,7 @@ def register_webhook(self, url: str, auth_token: str, webhook_name: str) -> dict
raise LLMWhispererClientException(err)
return json.loads(response.text)
- def update_webhook_details(self, webhook_name: str, url: str, auth_token: str) -> dict:
+ def update_webhook_details(self, webhook_name: str, url: str, auth_token: str) -> Any:
"""Updates the details of a webhook from the LLMWhisperer API.
This method sends a PUT request to the '/whisper-manage-callback' endpoint of the LLMWhisperer API.
@@ -543,7 +548,6 @@ def update_webhook_details(self, webhook_name: str, url: str, auth_token: str) -
LLMWhispererClientException: If the API request fails, it raises an exception with
the error message and status code returned by the API.
"""
-
data = {
"url": url,
"auth_token": auth_token,
@@ -560,7 +564,7 @@ def update_webhook_details(self, webhook_name: str, url: str, auth_token: str) -
raise LLMWhispererClientException(err)
return json.loads(response.text)
- def get_webhook_details(self, webhook_name: str) -> dict:
+ def get_webhook_details(self, webhook_name: str) -> Any:
"""Retrieves the details of a webhook from the LLMWhisperer API.
This method sends a GET request to the '/whisper-manage-callback' endpoint of the LLMWhisperer API.
@@ -578,7 +582,6 @@ def get_webhook_details(self, webhook_name: str) -> dict:
LLMWhispererClientException: If the API request fails, it raises an exception with
the error message and status code returned by the API.
"""
-
url = f"{self.base_url}/whisper-manage-callback"
params = {"webhook_name": webhook_name}
req = requests.Request("GET", url, headers=self.headers, params=params)
@@ -591,7 +594,7 @@ def get_webhook_details(self, webhook_name: str) -> dict:
raise LLMWhispererClientException(err)
return json.loads(response.text)
- def delete_webhook(self, webhook_name: str) -> dict:
+ def delete_webhook(self, webhook_name: str) -> Any:
"""Deletes a webhook from the LLMWhisperer API.
This method sends a DELETE request to the '/whisper-manage-callback' endpoint of the LLMWhisperer API.
@@ -609,7 +612,6 @@ def delete_webhook(self, webhook_name: str) -> dict:
LLMWhispererClientException: If the API request fails, it raises an exception with
the error message and status code returned by the API.
"""
-
url = f"{self.base_url}/whisper-manage-callback"
params = {"webhook_name": webhook_name}
req = requests.Request("DELETE", url, headers=self.headers, params=params)
@@ -629,7 +631,7 @@ def get_highlight_rect(
target_height: int,
) -> tuple[int, int, int, int, int]:
"""Given the line metadata and the line number, this function returns
- the bounding box of the line in the format (page,x1,y1,x2,y2)
+ the bounding box of the line in the format (page,x1,y1,x2,y2).
Args:
line_metadata (list[int]): The line metadata returned by the LLMWhisperer API.
@@ -639,7 +641,6 @@ def get_highlight_rect(
Returns:
tuple: The bounding box of the line in the format (page,x1,y1,x2,y2)
"""
-
page = line_metadata[0]
x1 = 0
y1 = line_metadata[1] - line_metadata[2]
diff --git a/src/unstract/llmwhisperer/utils.py b/src/unstract/llmwhisperer/utils.py
index 05a1fb7..c455284 100644
--- a/src/unstract/llmwhisperer/utils.py
+++ b/src/unstract/llmwhisperer/utils.py
@@ -1,6 +1,6 @@
class LLMWhispererUtils:
@staticmethod
- def redact_key(api_key: str, reveal_length=4) -> str:
+ def redact_key(api_key: str, reveal_length: int = 4) -> str:
"""Hides sensitive information partially. Useful for logging keys.
Args:
diff --git a/tests/conftest.py b/tests/conftest.py
index 49eab9a..3276418 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,23 +1,15 @@
import os
import pytest
-
-from unstract.llmwhisperer.client import LLMWhispererClient
from unstract.llmwhisperer.client_v2 import LLMWhispererClientV2
-@pytest.fixture(name="client")
-def llm_whisperer_client():
- client = LLMWhispererClient()
- return client
-
-
@pytest.fixture(name="client_v2")
-def llm_whisperer_client_v2():
+def llm_whisperer_client_v2() -> LLMWhispererClientV2:
client = LLMWhispererClientV2()
return client
@pytest.fixture(name="data_dir", scope="session")
-def test_data_dir():
+def test_data_dir() -> str:
return os.path.join(os.path.dirname(__file__), "test_data")
diff --git a/tests/integration/client_test.py b/tests/integration/client_test.py
deleted file mode 100644
index a50875b..0000000
--- a/tests/integration/client_test.py
+++ /dev/null
@@ -1,76 +0,0 @@
-import logging
-import os
-from difflib import SequenceMatcher, unified_diff
-from pathlib import Path
-
-import pytest
-
-logger = logging.getLogger(__name__)
-
-
-def test_get_usage_info(client):
- pytest.skip("Deprecated LLMWhisperer v1")
- usage_info = client.get_usage_info()
- logger.info(usage_info)
- assert isinstance(usage_info, dict), "usage_info should be a dictionary"
- expected_keys = [
- "current_page_count",
- "daily_quota",
- "monthly_quota",
- "overage_page_count",
- "subscription_plan",
- "today_page_count",
- ]
- assert set(usage_info.keys()) == set(expected_keys), f"usage_info {usage_info} does not contain the expected keys"
-
-
-@pytest.mark.parametrize(
- "processing_mode, output_mode, input_file",
- [
- ("ocr", "line-printer", "restaurant_invoice_photo.pdf"),
- ("ocr", "line-printer", "credit_card.pdf"),
- ("ocr", "line-printer", "handwritten-form.pdf"),
- ("ocr", "text", "restaurant_invoice_photo.pdf"),
- ("text", "line-printer", "restaurant_invoice_photo.pdf"),
- ("text", "text", "handwritten-form.pdf"),
- ("ocr", "line-printer", "utf_8_chars.pdf"),
- ],
-)
-def test_whisper(client, data_dir, processing_mode, output_mode, input_file):
- pytest.skip("Deprecated LLMWhisperer v1")
- file_path = os.path.join(data_dir, input_file)
- whisper_result = client.whisper(
- processing_mode=processing_mode,
- output_mode=output_mode,
- file_path=file_path,
- timeout=200,
- )
- logger.debug(whisper_result)
-
- exp_basename = f"{Path(input_file).stem}.{processing_mode}.{output_mode}.txt"
- exp_file = os.path.join(data_dir, "expected", exp_basename)
-
- assert_extracted_text(exp_file, whisper_result, processing_mode, output_mode)
-
-
-def assert_extracted_text(file_path, whisper_result, mode, output_mode):
- with open(file_path, encoding="utf-8") as f:
- exp = f.read()
-
- assert isinstance(whisper_result, dict)
- assert whisper_result["status_code"] == 200
-
- # For OCR based processing
- threshold = 0.97
-
- # For text based processing
- if mode == "native_text" and output_mode == "text":
- threshold = 0.99
- extracted_text = whisper_result["extracted_text"]
- similarity = SequenceMatcher(None, extracted_text, exp).ratio()
-
- if similarity < threshold:
- diff = "\n".join(
- unified_diff(exp.splitlines(), extracted_text.splitlines(), fromfile="Expected", tofile="Extracted")
- )
- pytest.fail(f"Texts are not similar enough: {similarity * 100:.2f}% similarity. Diff:\n{diff}")
diff --git a/tests/integration/client_v2_test.py b/tests/integration/client_v2_test.py
index a92bd02..d73584f 100644
--- a/tests/integration/client_v2_test.py
+++ b/tests/integration/client_v2_test.py
@@ -4,13 +4,15 @@
from pathlib import Path
import pytest
-
-from unstract.llmwhisperer.client_v2 import LLMWhispererClientException
+from unstract.llmwhisperer.client_v2 import (
+ LLMWhispererClientException,
+ LLMWhispererClientV2,
+)
logger = logging.getLogger(__name__)
-def test_get_usage_info(client_v2):
+def test_get_usage_info(client_v2: LLMWhispererClientV2) -> None:
usage_info = client_v2.get_usage_info()
logger.info(usage_info)
assert isinstance(usage_info, dict), "usage_info should be a dictionary"
@@ -44,7 +46,13 @@ def test_get_usage_info(client_v2):
("layout_preserving", "high_quality", "utf_8_chars.pdf"),
],
)
-def test_whisper_v2(client_v2, data_dir, output_mode, mode, input_file):
+def test_whisper_v2(
+ client_v2: LLMWhispererClientV2,
+ data_dir: str,
+ output_mode: str,
+ mode: str,
+ input_file: str,
+) -> None:
file_path = os.path.join(data_dir, input_file)
whisper_result = client_v2.whisper(
mode=mode,
@@ -60,33 +68,13 @@ def test_whisper_v2(client_v2, data_dir, output_mode, mode, input_file):
assert_extracted_text(exp_file, whisper_result, mode, output_mode)
-@pytest.mark.parametrize(
- "output_mode, mode, input_file",
- [
- ("layout_preserving", "high_quality", "test.json"),
- ],
-)
-def test_whisper_v2_error(client_v2, data_dir, output_mode, mode, input_file):
- file_path = os.path.join(data_dir, input_file)
-
- whisper_result = client_v2.whisper(
- mode=mode,
- output_mode=output_mode,
- file_path=file_path,
- wait_for_completion=True,
- )
- logger.debug(f"Result for '{output_mode}', '{mode}', " f"'{input_file}: {whisper_result}")
-
- assert_error_message(whisper_result)
-
-
@pytest.mark.parametrize(
"input_file",
[
("credit_card.pdf"),
],
)
-def test_highlight(client_v2, data_dir, input_file):
+def test_highlight(client_v2: LLMWhispererClientV2, data_dir: str, input_file: str) -> None:
file_path = os.path.join(data_dir, input_file)
whisper_result = client_v2.whisper(
@@ -156,7 +144,15 @@ def test_highlight(client_v2, data_dir, input_file):
),
],
)
-def test_whisper_v2_url_in_post(client_v2, data_dir, output_mode, mode, url, input_file, page_count):
+def test_whisper_v2_url_in_post(
+ client_v2: LLMWhispererClientV2,
+ data_dir: str,
+ output_mode: str,
+ mode: str,
+ url: str,
+ input_file: str,
+ page_count: int,
+) -> None:
usage_before = client_v2.get_usage_info()
whisper_result = client_v2.whisper(mode=mode, output_mode=output_mode, url=url, wait_for_completion=True)
logger.debug(f"Result for '{output_mode}', '{mode}', " f"'{input_file}: {whisper_result}")
@@ -174,13 +170,13 @@ def test_whisper_v2_url_in_post(client_v2, data_dir, output_mode, mode, url, inp
"url,token,webhook_name",
[
(
- "https://webhook.site/62bb38ac-408c-4fcf-b8f1-cb22adbf3f96", # need to find a clean solution
+ "https://webhook.site/0990fff9-ce95-4d11-95e1-be9ad38c40d6", # need to find a clean solution
"",
"client_v2_test",
),
],
)
-def test_webhook(client_v2, url, token, webhook_name):
+def test_webhook(client_v2: LLMWhispererClientV2, url: str, token: str, webhook_name: str) -> None:
"""Tests the registration, retrieval, update, and deletion of a webhook.
This test method performs the following steps:
@@ -227,13 +223,13 @@ def test_webhook(client_v2, url, token, webhook_name):
assert e.error_message()["status_code"] == 404
-def assert_error_message(whisper_result):
+def assert_error_message(whisper_result: dict) -> None:
assert isinstance(whisper_result, dict)
assert whisper_result["status"] == "error"
assert "error" in whisper_result["message"]
-def assert_extracted_text(file_path, whisper_result, mode, output_mode):
+def assert_extracted_text(file_path: str, whisper_result: dict, mode: str, output_mode: str) -> None:
with open(file_path, encoding="utf-8") as f:
exp = f.read()
@@ -263,7 +259,7 @@ def assert_extracted_text(file_path, whisper_result, mode, output_mode):
pytest.fail(f"Diff:\n{diff}.\n Texts are not similar enough: {similarity * 100:.2f}% similarity. ")
-def verify_usage(before_extract, after_extract, page_count, mode="form"):
+def verify_usage(before_extract: dict, after_extract: dict, page_count: int, mode: str = "form") -> None:
all_modes = ["form", "high_quality", "low_cost", "native_text"]
all_modes.remove(mode)
assert (
diff --git a/tests/unit/client_v2_test.py b/tests/unit/client_v2_test.py
index cdf149e..91d6059 100644
--- a/tests/unit/client_v2_test.py
+++ b/tests/unit/client_v2_test.py
@@ -1,3 +1,8 @@
+from typing import Any
+from unittest.mock import MagicMock
+
+from unstract.llmwhisperer.client_v2 import LLMWhispererClientV2
+
WEBHOOK_URL = "http://test-webhook.com/callback"
AUTH_TOKEN = "dummy-auth-token"
WEBHOOK_NAME = "test_webhook"
@@ -5,9 +10,9 @@
WHISPER_RESPONSE = {"status_code": 200, "extraction": {"result_text": "Test result"}}
-def test_register_webhook(mocker, client_v2):
+def test_register_webhook(mocker: Any, client_v2: LLMWhispererClientV2) -> None:
mock_send = mocker.patch("requests.Session.send")
- mock_response = mocker.MagicMock()
+ mock_response = MagicMock()
mock_response.status_code = 201
mock_response.text = '{"message": "Webhook registered successfully"}' # noqa: E501
mock_send.return_value = mock_response
@@ -18,17 +23,14 @@ def test_register_webhook(mocker, client_v2):
mock_send.assert_called_once()
-def test_get_webhook_details(mocker, client_v2):
+def test_get_webhook_details(mocker: Any, client_v2: LLMWhispererClientV2) -> None:
mock_send = mocker.patch("requests.Session.send")
- mock_response = mocker.MagicMock()
+ mock_response = MagicMock()
mock_response.status_code = 200
- mock_response.text = (
- '{"status": "success", "webhook_details": {"url": "http://test-webhook.com/callback"}}' # noqa: E501
- )
+ mock_response.text = '{"status": "success", "webhook_details": {"url": "http://test-webhook.com/callback"}}' # noqa: E501
mock_send.return_value = mock_response
response = client_v2.get_webhook_details(WEBHOOK_NAME)
assert response["status"] == "success"
assert response["webhook_details"]["url"] == WEBHOOK_URL
- mock_send.assert_called_once()
diff --git a/tests/utils_test.py b/tests/utils_test.py
index bb98729..5968f76 100644
--- a/tests/utils_test.py
+++ b/tests/utils_test.py
@@ -1,20 +1,19 @@
import pytest
-
from unstract.llmwhisperer.utils import LLMWhispererUtils
-def test_redact_key_normal():
+def test_redact_key_normal() -> None:
api_key = "1234567890abcdef" # gitleaks:allow
expected = "1234xxxxxxxxxxxx"
assert LLMWhispererUtils.redact_key(api_key) == expected
-def test_redact_key_different_reveal_length():
+def test_redact_key_different_reveal_length() -> None:
api_key = "1234567890abcdef" # gitleaks:allow
expected = "123456xxxxxxxxxx"
assert LLMWhispererUtils.redact_key(api_key, reveal_length=6) == expected
-def test_redact_key_non_string_input():
+def test_redact_key_non_string_input() -> None:
with pytest.raises(ValueError, match="API key must be a string"):
LLMWhispererUtils.redact_key(12345)
diff --git a/tox.ini b/tox.ini
index 14f38b6..3c2329e 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,13 +1,16 @@
[tox]
-env_list = py{39,310,311}
+env_list = py{312}
+requires =
+ tox-uv>=0.2.0
[testenv]
-setenv =
- PDM_IGNORE_SAVED_PYTHON="1"
-deps = pdm
+install_command = uv pip install {opts} {packages}
+deps = uv
+skip_install = true
allowlist_externals=
sh
+ pytest
commands_pre =
- pdm sync --dev
+ uv sync --group test
commands =
pytest -v --md-report-verbose=1 --md-report --md-report-flavor gfm --md-report-output llmw-py-client-report.md
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..f20001c
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,769 @@
+version = 1
+revision = 1
+requires-python = ">=3.12"
+
+[[package]]
+name = "certifi"
+version = "2025.4.26"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e8/9e/c05b3920a3b7d20d3d3310465f50348e5b3694f4f88c6daf736eef3024c4/certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6", size = 160705 }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/4a/7e/3db2bd1b1f9e95f7cddca6d6e75e2f2bd9f51b1246e546d88addca0106bd/certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3", size = 159618 },
+]
+
+[[package]]
+name = "cfgv"
+version = "3.4.0"
+source = { registry = "https://pypi.org/simple" }
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