feat: add Amazon Textract integration (#2391)

.github/labeler.yml

@@ -14,6 +14,11 @@ integration:amazon-sagemaker:
       - any-glob-to-any-file: "integrations/amazon_sagemaker/**/*"
       - any-glob-to-any-file: ".github/workflows/amazon_sagemaker.yml"
 
+integration:amazon-textract:
+  - changed-files:
+      - any-glob-to-any-file: "integrations/amazon_textract/**/*"
+      - any-glob-to-any-file: ".github/workflows/amazon_textract.yml"
+
 integration:anthropic:
   - changed-files:
       - any-glob-to-any-file: "integrations/anthropic/**/*"

.github/workflows/CI_coverage_comment.yml

@@ -6,6 +6,7 @@ on:
       - "Test / aimlapi"
       - "Test / amazon-bedrock"
       - "Test / amazon-sagemaker"
+      - "Test / amazon-textract"
       - "Test / anthropic"
       - "Test / arcadedb"
       - "Test / astra"

.github/workflows/amazon_textract.yml

@@ -0,0 +1,139 @@
+# This workflow comes from https://github.com/ofek/hatch-mypyc
+# https://github.com/ofek/hatch-mypyc/blob/5a198c0ba8660494d02716cfc9d79ce4adfb1442/.github/workflows/test.yml
+name: Test / amazon-textract
+
+on:
+  schedule:
+    - cron: "0 0 * * *"
+  pull_request:
+    paths:
+      - "integrations/amazon_textract/**"
+      - "!integrations/amazon_textract/*.md"
+      - ".github/workflows/amazon_textract.yml"
+  push:
+    branches:
+      - main
+    paths:
+      - "integrations/amazon_textract/**"
+      - "!integrations/amazon_textract/*.md"
+      - ".github/workflows/amazon_textract.yml"
+
+defaults:
+  run:
+    working-directory: integrations/amazon_textract
+
+concurrency:
+  group: amazon_textract-${{ github.head_ref || github.sha }}
+  cancel-in-progress: true
+
+env:
+  PYTHONUNBUFFERED: "1"
+  FORCE_COLOR: "1"
+  TEST_MATRIX_OS: '["ubuntu-latest", "windows-latest", "macos-latest"]'
+  TEST_MATRIX_PYTHON: '["3.10", "3.14"]'
+
+jobs:
+  compute-test-matrix:
+    runs-on: ubuntu-slim
+    defaults:
+      run:
+        working-directory: .
+    outputs:
+      os: ${{ steps.set.outputs.os }}
+      python-version: ${{ steps.set.outputs.python-version }}
+    steps:
+      - id: set
+        run: |
+          echo 'os=${{ github.event_name == 'push' && '["ubuntu-latest"]' || env.TEST_MATRIX_OS }}' >> "$GITHUB_OUTPUT"
+          echo 'python-version=${{ github.event_name == 'push' && '["3.10"]' || env.TEST_MATRIX_PYTHON }}' >> "$GITHUB_OUTPUT"
+
+  run:
+    name: Python ${{ matrix.python-version }} on ${{ startsWith(matrix.os, 'macos-') && 'macOS' || startsWith(matrix.os, 'windows-') && 'Windows' || 'Linux' }}
+    needs: compute-test-matrix
+    permissions:
+      contents: write
+      pull-requests: write
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: ${{ fromJSON(needs.compute-test-matrix.outputs.os) }}
+        python-version: ${{ fromJSON(needs.compute-test-matrix.outputs.python-version) }}
+
+    steps:
+      - name: Support longpaths
+        if: matrix.os == 'windows-latest'
+        working-directory: .
+        run: git config --system core.longpaths true
+
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install Hatch
+        run: pip install --upgrade hatch
+      - name: Lint
+        if: matrix.python-version == '3.10' && runner.os == 'Linux'
+        run: hatch run fmt-check && hatch run test:types
+
+      - name: Run unit tests
+        run: hatch run test:unit-cov-retry
+
+      # On PR: posts coverage comment (directly on same-repo PRs; via artifact for fork PRs). On push to main: stores coverage baseline on data branch.
+      - name: Store unit tests coverage
+        id: coverage_comment
+        if: matrix.python-version == '3.10' && runner.os == 'Linux' && github.event_name != 'schedule'
+        uses: py-cov-action/python-coverage-comment-action@7188638f871f721a365d644f505d1ff3df20d683 # v3.40
+        with:
+          GITHUB_TOKEN: ${{ github.token }}
+          COVERAGE_PATH: integrations/amazon_textract
+          SUBPROJECT_ID: amazon_textract
+          MINIMUM_GREEN: 90
+          MINIMUM_ORANGE: 60
+
+      - name: Upload coverage comment to be posted
+        if: matrix.python-version == '3.10' && runner.os == 'Linux' && github.event_name == 'pull_request' && steps.coverage_comment.outputs.COMMENT_FILE_WRITTEN == 'true'
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
+        with:
+          name: coverage-comment-amazon_textract
+          path: python-coverage-comment-action-amazon_textract.txt
+
+      - name: Run integration tests
+        run: hatch run test:integration-cov-append-retry
+
+      - name: Store combined coverage
+        if: github.event_name == 'push'
+        uses: py-cov-action/python-coverage-comment-action@7188638f871f721a365d644f505d1ff3df20d683 # v3.40
+        with:
+          GITHUB_TOKEN: ${{ github.token }}
+          COVERAGE_PATH: integrations/amazon_textract
+          SUBPROJECT_ID: amazon_textract-combined
+          MINIMUM_GREEN: 90
+          MINIMUM_ORANGE: 60
+
+      - name: Run unit tests with lowest direct dependencies
+        if: github.event_name != 'push'
+        run: |
+          hatch run uv pip compile pyproject.toml --resolution lowest-direct --output-file requirements_lowest_direct.txt
+          hatch -e test env run -- uv pip install -r requirements_lowest_direct.txt
+          hatch run test:unit
+
+      - name: Nightly - run unit tests with Haystack main branch
+        if: github.event_name == 'schedule'
+        run: |
+          hatch env prune
+          hatch -e test env run -- uv pip install git+https://github.com/deepset-ai/haystack.git@main
+          hatch run test:unit
+
+
+  notify-slack-on-failure:
+    needs: run
+    if: failure() && github.event_name == 'schedule'
+    runs-on: ubuntu-slim
+    steps:
+      - uses: deepset-ai/notify-slack-action@3cda73b77a148f16f703274198e7771340cf862b # v1
+        with:
+          slack-webhook-url: ${{ secrets.SLACK_WEBHOOK_URL_NOTIFICATIONS }}

README.md

@@ -28,6 +28,7 @@ Please check out our [Contribution Guidelines](CONTRIBUTING.md) for all the deta
 | [aimlapi-haystack](integrations/aimlapi/)                               | Generator                   | [![PyPI - Version](https://img.shields.io/pypi/v/aimlapi-haystack.svg)](https://pypi.org/project/aimlapi-haystack)                                       | [![Test / aimlapi](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/aimlapi.yml/badge.svg)](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/aimlapi.yml)                                              | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-aimlapi/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-aimlapi/htmlcov/index.html) | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-aimlapi-combined/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-aimlapi-combined/htmlcov/index.html) |
 | [amazon-bedrock-haystack](integrations/amazon_bedrock/)                 | Embedder, Generator, Ranker, Downloader | [![PyPI - Version](https://img.shields.io/pypi/v/amazon-bedrock-haystack.svg)](https://pypi.org/project/amazon-bedrock-haystack)                         | [![Test / amazon_bedrock](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/amazon_bedrock.yml/badge.svg)](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/amazon_bedrock.yml)                         | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-amazon_bedrock/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-amazon_bedrock/htmlcov/index.html) | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-amazon_bedrock-combined/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-amazon_bedrock-combined/htmlcov/index.html) |
 | [amazon-sagemaker-haystack](integrations/amazon_sagemaker/)             | Generator                   | [![PyPI - Version](https://img.shields.io/pypi/v/amazon-sagemaker-haystack.svg)](https://pypi.org/project/amazon-sagemaker-haystack)                     | [![Test / amazon_sagemaker](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/amazon_sagemaker.yml/badge.svg)](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/amazon_sagemaker.yml)                   | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-amazon_sagemaker/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-amazon_sagemaker/htmlcov/index.html) | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-amazon_sagemaker-combined/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-amazon_sagemaker-combined/htmlcov/index.html) |
+| [amazon-textract-haystack](integrations/amazon_textract/) | Converter | [![PyPI - Version](https://img.shields.io/pypi/v/amazon-textract-haystack.svg)](https://pypi.org/project/amazon-textract-haystack) | [![Test / amazon_textract](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/amazon_textract.yml/badge.svg)](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/amazon_textract.yml) | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-amazon_textract/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-amazon_textract/htmlcov/index.html) | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-amazon_textract-combined/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-amazon_textract-combined/htmlcov/index.html) |
 | [anthropic-haystack](integrations/anthropic/)                           | Generator                   | [![PyPI - Version](https://img.shields.io/pypi/v/anthropic-haystack.svg)](https://pypi.org/project/anthropic-haystack)                                   | [![Test / anthropic](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/anthropic.yml/badge.svg)](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/anthropic.yml)                                        | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-anthropic/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-anthropic/htmlcov/index.html) | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-anthropic-combined/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-anthropic-combined/htmlcov/index.html) |
 | [arcadedb-haystack](integrations/arcadedb/)                             | Document Store              | [![PyPI - Version](https://img.shields.io/pypi/v/arcadedb-haystack.svg)](https://pypi.org/project/arcadedb-haystack)                                     | [![Test / arcadedb](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/arcadedb.yml/badge.svg)](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/arcadedb.yml)                                           | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-arcadedb/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-arcadedb/htmlcov/index.html) | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-arcadedb-combined/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-arcadedb-combined/htmlcov/index.html) |
 | [astra-haystack](integrations/astra/)                                   | Document Store              | [![PyPI - Version](https://img.shields.io/pypi/v/astra-haystack.svg)](https://pypi.org/project/astra-haystack)                                           | [![Test / astra](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/astra.yml/badge.svg)](https://github.com/deepset-ai/haystack-core-integrations/actions/workflows/astra.yml)                                                    | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-astra/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-astra/htmlcov/index.html) | [![Coverage badge](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/deepset-ai/haystack-core-integrations/python-coverage-comment-action-data-astra-combined/endpoint.json&label=)](https://htmlpreview.github.io/?https://github.com/deepset-ai/haystack-core-integrations/blob/python-coverage-comment-action-data-astra-combined/htmlcov/index.html) |

integrations/amazon_textract/CHANGELOG.md

@@ -0,0 +1,3 @@
+# Changelog
+
+<!-- generated by git-cliff -->