.coveragerc

@@ -10,7 +10,7 @@ omit =
     */build_venv/*
 	*/incl/*
 source =
-    cv_analysis
+    cv_analysis 
 relative_files = True
 data_file = .coverage
 
@@ -46,4 +46,4 @@ ignore_errors = True
 directory = reports
 
 [xml]
-output = reports/coverage.xml
+output = reports/coverage.xml

.dockerignore

@@ -97,4 +97,4 @@ target/
 *.swp
 */*.swp
 */*/*.swp
-*/*/*/*.swp
+*/*/*/*.swp

.dvc/config

@@ -5,6 +5,3 @@
     port = 22
 ['remote "azure_remote"']
     url = azure://cv-sa-dvc/
-        connection_string = "DefaultEndpointsProtocol=https;AccountName=cvsacricket;AccountKey=KOuTAQ6Mp00ePTT5ObYmgaHlxwS1qukY4QU4Kuk7gy/vldneA+ZiKjaOpEFtqKA6Mtym2gQz8THy+ASts/Y1Bw==;EndpointSuffix=core.windows.net"
-['remote "local"']
-    url = ../dvc_local_remote

.gitignore

@@ -48,5 +48,4 @@ __pycache__/
 !data/*
 !drivers
 
-# unignore files
-!bom.*
+# ignore files

.gitlab-ci.backup.yml

@@ -1,30 +0,0 @@
-include:
-  - project: "Gitlab/gitlab"
-    ref: 0.3.0
-    file: "/ci-templates/research/dvc-versioning-build-release.gitlab-ci.yml"
-
-variables:
-  NEXUS_PROJECT_DIR: red
-  IMAGENAME: "${CI_PROJECT_NAME}"
-
-#################################
-# temp. disable integration tests, b/c they don't cover the CV analysis case yet
-trigger integration tests:
-  rules:
-    - when: never
-
-release build:
-  stage: release
-  needs:
-  - job: set custom version
-    artifacts: true
-    optional: true
-  - job: calculate patch version
-    artifacts: true
-    optional: true
-  - job: calculate minor version
-    artifacts: true
-    optional: true
-  - job: build docker nexus
-    artifacts: true
-#################################

.gitlab-ci.yml

@@ -1,35 +1,30 @@
-# CI for services, check gitlab repo for python package CI
 include:
   - project: "Gitlab/gitlab"
-    ref: main
-    file: "/ci-templates/research/versioning-build-test-release.gitlab-ci.yml"
-  - project: "Gitlab/gitlab"
-    ref: main
-    file: "/ci-templates/research/docs.gitlab-ci.yml"
+    ref: 0.3.0
+    file: "/ci-templates/research/dvc-versioning-build-release.gitlab-ci.yml"
 
-# set project variables here
 variables:
-  NEXUS_PROJECT_DIR: red # subfolder in Nexus docker-gin where your container will be stored
-  IMAGENAME: $CI_PROJECT_NAME # if the project URL is gitlab.example.com/group-name/project-1, CI_PROJECT_NAME is project-1
+  NEXUS_PROJECT_DIR: red
+  IMAGENAME: "${CI_PROJECT_NAME}"
 
-pages:
-  only:
-    - master # KEEP THIS, necessary because `master` branch and not `main` branch
-
-###################
-# INTEGRATION TESTS
-trigger-integration-tests:
-  extends: .integration-tests
-  # ADD THE MODEL BUILD WHICH SHOULD TRIGGER THE INTEGRATION TESTS
-  # needs:
-  #   - job: docker-build::model_name
-  #     artifacts: true
+#################################
+# temp. disable integration tests, b/c they don't cover the CV analysis case yet
+trigger integration tests:
   rules:
     - when: never
 
-#########
-# RELEASE
-release:
-  extends: .release
+release build:
+  stage: release
   needs:
-    - !reference [.needs-versioning, needs] # leave this line as is
+  - job: set custom version
+    artifacts: true
+    optional: true
+  - job: calculate patch version
+    artifacts: true
+    optional: true
+  - job: calculate minor version
+    artifacts: true
+    optional: true
+  - job: build docker nexus
+    artifacts: true
+#################################

.hooks/poetry_version_check.py

@@ -1,61 +0,0 @@
-import subprocess
-import sys
-from pathlib import Path
-
-import semver
-from loguru import logger
-from semver.version import Version
-
-logger.remove()
-logger.add(sys.stdout, level="INFO")
-
-
-def bashcmd(cmds: list) -> str:
-    try:
-        logger.debug(f"running: {' '.join(cmds)}")
-        return subprocess.run(cmds, check=True, capture_output=True, text=True).stdout.strip("\n")
-    except:
-        logger.warning(f"Error executing the following bash command: {' '.join(cmds)}.")
-        raise
-
-
-def get_highest_existing_git_version_tag() -> str:
-    """Get highest versions from git tags depending on bump level"""
-    try:
-        git_tags = bashcmd(["git", "tag", "-l"]).split()
-        semver_compat_tags = list(filter(Version.is_valid, git_tags))
-        highest_git_version_tag = max(semver_compat_tags, key=semver.version.Version.parse)
-        logger.info(f"Highest git version tag: {highest_git_version_tag}")
-        return highest_git_version_tag
-    except:
-        logger.warning("Error getting git version tags")
-        raise
-
-
-def auto_bump_version() -> bool:
-    active = Path(".autoversion").is_file()
-    logger.debug(f"Automated version bump is set to '{active}'")
-    return active
-
-
-def main() -> None:
-    poetry_project_version = bashcmd(["poetry", "version", "-s"])
-
-    logger.info(f"Poetry project version: {poetry_project_version}")
-
-    highest_git_version_tag = get_highest_existing_git_version_tag()
-
-    comparison_result = semver.compare(poetry_project_version, highest_git_version_tag)
-
-    if comparison_result in (-1, 0):
-        logger.warning("Poetry version must be greater than git tag version.")
-        if auto_bump_version():
-            logger.info(bashcmd(["poetry", "version", highest_git_version_tag]))
-            sys.exit(0)
-        sys.exit(1)
-    else:
-        logger.info(f"All good: {poetry_project_version} > {highest_git_version_tag}")
-
-
-if __name__ == "__main__":
-    main()

.pre-commit-config.yaml

@@ -1,72 +0,0 @@
-# See https://pre-commit.com for more information
-# See https://pre-commit.com/hooks.html for more hooks
-exclude: ^(docs/|notebooks/|data/|src/configs/|tests/|.hooks/|bom.json)
-default_language_version:
-  python: python3.10
-repos:
-  - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
-    hooks:
-      - id: trailing-whitespace
-      - id: end-of-file-fixer
-      - id: check-yaml
-        args: [--unsafe] # needed for .gitlab-ci.yml
-      - id: check-toml
-      - id: detect-private-key
-      - id: check-added-large-files
-        args: ['--maxkb=10000']
-      - id: check-case-conflict
-      - id: mixed-line-ending
-
-  # - repo: https://github.com/pre-commit/mirrors-pylint
-  #   rev: v3.0.0a5
-  #   hooks:
-  #     - id: pylint
-  #       args:
-  #         - --disable=C0111,R0903,E0401
-  #         - --max-line-length=120
-
-  - repo: https://github.com/pre-commit/mirrors-isort
-    rev: v5.10.1
-    hooks:
-      - id: isort
-        args:
-          - --profile black
-
-  - repo: https://github.com/psf/black
-    rev: 24.10.0
-    hooks:
-      - id: black
-        # exclude: ^(docs/|notebooks/|data/|src/secrets/)
-        args:
-          - --line-length=120
-
-  - repo: https://github.com/compilerla/conventional-pre-commit
-    rev: v4.0.0
-    hooks:
-      - id: conventional-pre-commit
-        pass_filenames: false
-        stages: [commit-msg]
-        # args: [] # optional: list of Conventional Commits types to allow e.g. [feat, fix, ci, chore, test]
-
-  - repo: local
-    hooks:
-      - id: version-checker
-        name: version-checker
-        entry: python .hooks/poetry_version_check.py
-        language: python
-        always_run: true
-        additional_dependencies:
-          - "semver"
-          - "loguru"
-
-  # - repo: local
-  #   hooks:
-  #     - id: docker-build-test
-  #       name: testing docker build
-  #       entry: ./scripts/ops/docker-compose-build-run.sh
-  #       language: script
-  #       # always_run: true
-  #       pass_filenames: false
-  #       args: []
-  #       stages: [pre-commit]

Dockerfile

@@ -1,19 +1,11 @@
-###############
-# BUILDER IMAGE
-FROM python:3.10-slim as builder
-
-ARG GITLAB_USER
-ARG GITLAB_ACCESS_TOKEN
+FROM python:3.10
 
+ARG USERNAME
+ARG TOKEN
 ARG PYPI_REGISTRY_RESEARCH=https://gitlab.knecon.com/api/v4/groups/19/-/packages/pypi
 ARG POETRY_SOURCE_REF_RESEARCH=gitlab-research
-
 ARG PYPI_REGISTRY_RED=https://gitlab.knecon.com/api/v4/groups/12/-/packages/pypi
 ARG POETRY_SOURCE_REF_RED=gitlab-red
-
-ARG PYPI_REGISTRY_FFORESIGHT=https://gitlab.knecon.com/api/v4/groups/269/-/packages/pypi
-ARG POETRY_SOURCE_REF_FFORESIGHT=gitlab-fforesight
-
 ARG VERSION=dev
 
 LABEL maintainer="Research <research@knecon.com>"
@@ -21,58 +13,29 @@ LABEL version="${VERSION}"
 
 WORKDIR /app
 
-###########
-# ENV SETUP
-ENV PYTHONDONTWRITEBYTECODE=true
 ENV PYTHONUNBUFFERED=true
 ENV POETRY_HOME=/opt/poetry
 ENV PATH="$POETRY_HOME/bin:$PATH"
 
-RUN apt-get update && \
-    apt-get install -y curl git bash build-essential libffi-dev libssl-dev && \
-    apt-get clean && \
-    rm -rf /var/lib/apt/lists/*
-
 RUN curl -sSL https://install.python-poetry.org | python3 -
-RUN poetry --version
 
+COPY ./src ./src
+COPY ./config ./config
 COPY pyproject.toml poetry.lock ./
 
-RUN poetry config virtualenvs.create true && \
-    poetry config virtualenvs.in-project true && \
+
+RUN ls -hal
+RUN echo "${USERNAME} ${TOKEN} ${PYPI_REGISTRY_RED} ${POETRY_SOURCE_REF_RED} "
+
+RUN poetry config virtualenvs.create false && \
     poetry config installer.max-workers 10 && \
     poetry config repositories.${POETRY_SOURCE_REF_RESEARCH} ${PYPI_REGISTRY_RESEARCH} && \
-    poetry config http-basic.${POETRY_SOURCE_REF_RESEARCH} ${GITLAB_USER} ${GITLAB_ACCESS_TOKEN} && \
+    poetry config http-basic.${POETRY_SOURCE_REF_RESEARCH} ${USERNAME} ${TOKEN} && \
     poetry config repositories.${POETRY_SOURCE_REF_RED} ${PYPI_REGISTRY_RED} && \
-    poetry config http-basic.${POETRY_SOURCE_REF_RED} ${GITLAB_USER} ${GITLAB_ACCESS_TOKEN} && \
-    poetry config repositories.${POETRY_SOURCE_REF_FFORESIGHT} ${PYPI_REGISTRY_FFORESIGHT} && \
-    poetry config http-basic.${POETRY_SOURCE_REF_FFORESIGHT} ${GITLAB_USER} ${GITLAB_ACCESS_TOKEN} && \
-    poetry install --without=dev,docs,test -vv --no-interaction --no-root
+    poetry config http-basic.${POETRY_SOURCE_REF_RED} ${USERNAME} ${TOKEN} && \
+    poetry install --without=test -vv --no-interaction
 
-##################
-# COPY SOURCE CODE
-COPY ./config ./config
-COPY ./src ./src
-
-###############
-# WORKING IMAGE
-FROM python:3.10-slim
-
-# COPY BILL OF MATERIALS (BOM)
-COPY bom.json /bom.json
-
-# COPY SOURCE CODE FROM BUILDER IMAGE
-COPY --from=builder /app /app
-
-WORKDIR /app
-
-ENV PATH="/app/.venv/bin:$PATH"
-
-############
-# NETWORKING
 EXPOSE 5000
 EXPOSE 8080
 
-################
-# LAUNCH COMMAND
 CMD [ "python", "src/serve.py"]

Makefile

@@ -1,94 +0,0 @@
-.PHONY: \
-	poetry in-project-venv dev-env use-env install install-dev tests \
-	update-version sync-version-with-git \
-	docker docker-build-run docker-build docker-run \
-	docker-rm docker-rm-container docker-rm-image \
-	pre-commit get-licenses prep-commit \
-	docs sphinx_html sphinx_apidoc bom
-.DEFAULT_GOAL := run
-
-export DOCKER=docker
-export DOCKERFILE=Dockerfile
-export IMAGE_NAME=cv_analysis_service-image
-export CONTAINER_NAME=cv_analysis_service-container
-export HOST_PORT=9999
-export CONTAINER_PORT=9999
-export PYTHON_VERSION=python3.10
-
-# all commands should be executed in the root dir or the project,
-# specific environments should be deactivated
-
-poetry: in-project-venv use-env dev-env
-
-in-project-venv:
-	poetry config virtualenvs.in-project true
-
-use-env:
-	poetry env use ${PYTHON_VERSION}
-
-dev-env:
-	poetry install --with dev && poetry update
-
-install:
-	poetry add $(pkg)
-
-install-dev:
-	poetry add --dev $(pkg)
-
-requirements:
-	poetry export --without-hashes --output requirements.txt
-
-update-version:
-	poetry version prerelease
-
-sync-version-with-git:
-	git pull -p && poetry version $(git rev-list --tags --max-count=1 | git describe --tags --abbrev=0)
-
-bom:
-	cyclonedx-py poetry -o bom.json
-
-docker: docker-rm docker-build-run
-
-docker-build-run: docker-build docker-run
-
-docker-build:
-	$(DOCKER) build \
-	--no-cache --progress=plain \
-	-t $(IMAGE_NAME) -f $(DOCKERFILE) \
-	--build-arg USERNAME=${USERNAME} \
-	--build-arg TOKEN=${GITLAB_TOKEN} \
-	.
-
-docker-run:
-	$(DOCKER) run -it --rm -p $(HOST_PORT):$(CONTAINER_PORT)/tcp --name $(CONTAINER_NAME) $(IMAGE_NAME)
-
-docker-rm: docker-rm-container docker-rm-image
-
-docker-rm-container:
-	-$(DOCKER) rm $(CONTAINER_NAME)
-
-docker-rm-image:
-	-$(DOCKER) image rm $(IMAGE_NAME)
-
-tests:
-	poetry run pytest ./tests
-
-prep-commit:
-	docs get-license sync-version-with-git update-version pre-commit
-
-pre-commit:
-	pre-commit run --all-files
-
-get-licenses:
-	pip-licenses --format=json --order=license --with-urls > pkg-licenses.json
-
-docs: sphinx_apidoc sphinx_html
-
-sphinx_html:
-	poetry run sphinx-build -b html docs/source/ docs/build/html -E -a
-
-sphinx_apidoc:
-	cp ./README.md ./docs/source/README.md && cp -r ./data ./docs/source/data/ && poetry run sphinx-apidoc ./src -o ./docs/source/modules --no-toc --module-first --follow-links --separate --force
-
-bom:
-	cyclonedx-py poetry -o bom.json

README.md

@@ -1,60 +1,8 @@
-# cv-analysis - Visual (CV-Based) Document Parsing
+# cv-analysis — Visual (CV-Based) Document Parsing
 
-parse_pdf()
 This repository implements computer vision based approaches for detecting and parsing visual features such as tables or
 previous redactions in documents.
 
-## API
-
-Input message:
-
-```json
-{
-  "targetFilePath": {
-    "pdf": "absolute file path",
-    "vlp_output": "absolute file path"
-  },
-  "responseFilePath": "absolute file path",
-  "operation": "table_image_inference"
-}
-```
-
-Response is uploaded to the storage as specified in the `responseFilePath` field. The structure is as follows:
-
-```json
-{
-  ...,
-  "data": [
-    {
-      'pageNum': 0,
-      'bbox': {
-        'x1': 55.3407,
-        'y1': 247.0246,
-        'x2': 558.5602,
-        'y2': 598.0585
-      },
-      'uuid': '2b10c1a2-393c-4fca-b9e3-0ad5b774ac84',
-      'label': 'table',
-      'tableLines': [
-        {
-          'x1': 0,
-          'y1': 16,
-          'x2': 1399,
-          'y2': 16
-        },
-        ...
-      ],
-      'imageInfo': {
-        'height': 693,
-        'width': 1414
-      }
-    },
-    ...
-  ]
-}
-
-```
-
 ## Installation
 
 ```bash
@@ -83,9 +31,10 @@ The below snippet shows hot to find the outlines of previous redactions.
 
 ```python
 from cv_analysis.redaction_detection import find_redactions
-import pdf2image
+import pdf2image 
 import numpy as np
 
+
 pdf_path = ...
 page_index = ...
 

config/pyinfra.toml

@@ -1,22 +1,11 @@
-
-[asyncio]
-max_concurrent_tasks = 10
-
-[dynamic_tenant_queues]
-enabled = true
-
 [metrics.prometheus]
 enabled = true
 prefix = "redactmanager_cv_analysis_service"
 
-[tracing]
-enabled = true
-# possible values "opentelemetry" | "azure_monitor" (Excpects APPLICATIONINSIGHTS_CONNECTION_STRING environment variable.)
-type = "azure_monitor"
-
 [tracing.opentelemetry]
+enabled = true
 endpoint = "http://otel-collector-opentelemetry-collector.otel-collector:4318/v1/traces"
-service_name = "redactmanager_cv_analysis_service"
+service_name = "redactmanager_cv_analyisis_service"
 exporter = "otlp"
 
 [webserver]
@@ -36,15 +25,6 @@ input_queue = "request_queue"
 output_queue = "response_queue"
 dead_letter_queue = "dead_letter_queue"
 
-tenant_event_queue_suffix = "_tenant_event_queue"
-tenant_event_dlq_suffix = "_tenant_events_dlq"
-tenant_exchange_name = "tenants-exchange"
-queue_expiration_time = 300000                                   # 5 minutes in milliseconds
-service_request_queue_prefix = "cv_analysis_request_queue"
-service_request_exchange_name = "cv_analysis_request_exchange"
-service_response_exchange_name = "cv_analysis_response_exchange"
-service_dlq_name = "cv_analysis_dlq"
-
 [storage]
 backend = "s3"
 
@@ -61,7 +41,4 @@ connection_string = ""
 
 [storage.tenant_server]
 public_key = ""
-endpoint = "http://tenant-user-management:8081/internal-api/tenants"
-
-[kubernetes]
-pod_name = "test_pod"
+endpoint =  "http://tenant-user-management:8081/internal-api/tenants"

docker-compose.yaml

@@ -28,4 +28,4 @@ services:
     volumes:
       - /opt/bitnami/rabbitmq/.rabbitmq/:/data/bitnami
 volumes:
-  mdata:
+  mdata:

docs/build/html/.buildinfo

@@ -1,4 +0,0 @@
-# Sphinx build info version 1
-# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 04e9c6c5d3e412413c2949e598da60dc
-tags: 645f666f9bcd5a90fca523b33c5a78b7

docs/build/html/README.html

@@ -1,657 +0,0 @@
-
-<!DOCTYPE html>
-
-
-<html lang="en" data-content_root="./" >
-
-  <head>
-    <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
-
-    <title>cv-analysis - Visual (CV-Based) Document Parsing &#8212; CV Analysis Service 2.5.2 documentation</title>
-  
-  
-  
-  <script data-cfasync="false">
-    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
-    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
-  </script>
-  
-  <!-- Loaded before other Sphinx assets -->
-  <link href="_static/styles/theme.css?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
-<link href="_static/styles/bootstrap.css?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
-<link href="_static/styles/pydata-sphinx-theme.css?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
-
-  
-  <link href="_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
-  <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
-
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=a746c00c" />
-    <link rel="stylesheet" type="text/css" href="https://assets.readthedocs.org/static/css/badge_only.css" />
-  
-  <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=8d27b9dea8ad943066ae" />
-<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
-  <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
-
-    <script src="_static/documentation_options.js?v=afc61bbc"></script>
-    <script src="_static/doctools.js?v=9a2dae69"></script>
-    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'README';</script>
-    <script async="async" src="https://assets.readthedocs.org/static/javascript/readthedocs-doc-embed.js"></script>
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="cv_analysis package" href="modules/cv_analysis.html" />
-    <link rel="prev" title="Welcome to CV Analysis Service documentation!" href="index.html" />
-  <meta name="viewport" content="width=device-width, initial-scale=1"/>
-  <meta name="docsearch:language" content="en"/>
-  
-<!-- RTD Extra Head -->
-
-<link rel="stylesheet" href="https://assets.readthedocs.org/static/css/readthedocs-doc-embed.css" type="text/css" />
-
-<script type="application/json" id="READTHEDOCS_DATA">{"ad_free": "", "api_host": "", "builder": "sphinx", "canonical_url": "", "docroot": "", "features": {"docsearch_disabled": false}, "global_analytics_code": null, "language": "", "page": "README", "programming_language": "", "project": "", "source_suffix": ".md", "subprojects": {}, "theme": "", "user_analytics_code": null, "version": ""}</script>
-
-<!--
-Using this variable directly instead of using `JSON.parse` is deprecated.
-The READTHEDOCS_DATA global variable will be removed in the future.
--->
-<script type="text/javascript">
-READTHEDOCS_DATA = JSON.parse(document.getElementById('READTHEDOCS_DATA').innerHTML);
-</script>
-
-<script type="text/javascript" src="https://assets.readthedocs.org/static/javascript/readthedocs-analytics.js" async="async"></script>
-
-<!-- end RTD <extrahead> -->
-</head>
-  
-  
-  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="">
-
-  
-  
-  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
-  
-  <div id="pst-scroll-pixel-helper"></div>
-  
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-  <section id="cv-analysis-visual-cv-based-document-parsing">
-<h1>cv-analysis - Visual (CV-Based) Document Parsing<a class="headerlink" href="#cv-analysis-visual-cv-based-document-parsing" title="Link to this heading">#</a></h1>
-<p>parse_pdf()
-This repository implements computer vision based approaches for detecting and parsing visual features such as tables or
-previous redactions in documents.</p>
-<section id="api">
-<h2>API<a class="headerlink" href="#api" title="Link to this heading">#</a></h2>
-<p>Input message:</p>
-<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">  </span><span class="nt">&quot;targetFilePath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">    </span><span class="nt">&quot;pdf&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;absolute file path&quot;</span><span class="p">,</span>
-<span class="w">    </span><span class="nt">&quot;vlp_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;absolute file path&quot;</span>
-<span class="w">  </span><span class="p">},</span>
-<span class="w">  </span><span class="nt">&quot;responseFilePath&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;absolute file path&quot;</span><span class="p">,</span>
-<span class="w">  </span><span class="nt">&quot;operation&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;table_image_inference&quot;</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-<p>Response is uploaded to the storage as specified in the <code class="docutils literal notranslate"><span class="pre">responseFilePath</span></code> field. The structure is as follows:</p>
-<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">  </span><span class="err">...</span><span class="p">,</span>
-<span class="w">  </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">    </span><span class="p">{</span>
-<span class="w">      </span><span class="err">&#39;pageNum&#39;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
-<span class="w">      </span><span class="err">&#39;bbox&#39;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">        </span><span class="err">&#39;x</span><span class="mi">1</span><span class="err">&#39;</span><span class="p">:</span><span class="w"> </span><span class="mf">55.3407</span><span class="p">,</span>
-<span class="w">        </span><span class="err">&#39;y</span><span class="mi">1</span><span class="err">&#39;</span><span class="p">:</span><span class="w"> </span><span class="mf">247.0246</span><span class="p">,</span>
-<span class="w">        </span><span class="err">&#39;x</span><span class="mi">2</span><span class="err">&#39;</span><span class="p">:</span><span class="w"> </span><span class="mf">558.5602</span><span class="p">,</span>
-<span class="w">        </span><span class="err">&#39;y</span><span class="mi">2</span><span class="err">&#39;</span><span class="p">:</span><span class="w"> </span><span class="mf">598.0585</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="err">&#39;uuid&#39;</span><span class="p">:</span><span class="w"> </span><span class="err">&#39;</span><span class="mi">2</span><span class="err">b</span><span class="mi">10</span><span class="err">c</span><span class="mi">1</span><span class="err">a</span><span class="mi">2-393</span><span class="err">c</span><span class="mi">-4</span><span class="kc">f</span><span class="err">ca</span><span class="mi">-</span><span class="err">b</span><span class="mf">9e3-0</span><span class="err">ad</span><span class="mi">5</span><span class="err">b</span><span class="mi">774</span><span class="err">ac</span><span class="mi">84</span><span class="err">&#39;</span><span class="p">,</span>
-<span class="w">      </span><span class="err">&#39;label&#39;</span><span class="p">:</span><span class="w"> </span><span class="err">&#39;</span><span class="kc">ta</span><span class="err">ble&#39;</span><span class="p">,</span>
-<span class="w">      </span><span class="err">&#39;</span><span class="kc">ta</span><span class="err">bleLi</span><span class="kc">nes</span><span class="err">&#39;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">        </span><span class="p">{</span>
-<span class="w">          </span><span class="err">&#39;x</span><span class="mi">1</span><span class="err">&#39;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
-<span class="w">          </span><span class="err">&#39;y</span><span class="mi">1</span><span class="err">&#39;</span><span class="p">:</span><span class="w"> </span><span class="mi">16</span><span class="p">,</span>
-<span class="w">          </span><span class="err">&#39;x</span><span class="mi">2</span><span class="err">&#39;</span><span class="p">:</span><span class="w"> </span><span class="mi">1399</span><span class="p">,</span>
-<span class="w">          </span><span class="err">&#39;y</span><span class="mi">2</span><span class="err">&#39;</span><span class="p">:</span><span class="w"> </span><span class="mi">16</span>
-<span class="w">        </span><span class="p">},</span>
-<span class="w">        </span><span class="err">...</span>
-<span class="w">      </span><span class="p">],</span>
-<span class="w">      </span><span class="err">&#39;imageI</span><span class="kc">nf</span><span class="err">o&#39;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">        </span><span class="err">&#39;heigh</span><span class="kc">t</span><span class="err">&#39;</span><span class="p">:</span><span class="w"> </span><span class="mi">693</span><span class="p">,</span>
-<span class="w">        </span><span class="err">&#39;wid</span><span class="kc">t</span><span class="err">h&#39;</span><span class="p">:</span><span class="w"> </span><span class="mi">1414</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">    </span><span class="p">},</span>
-<span class="w">    </span><span class="err">...</span>
-<span class="w">  </span><span class="p">]</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</section>
-<section id="installation">
-<h2>Installation<a class="headerlink" href="#installation" title="Link to this heading">#</a></h2>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>clone<span class="w"> </span>ssh://git@git.iqser.com:2222/rr/cv-analysis.git
-<span class="nb">cd</span><span class="w"> </span>cv-analysis
-
-python<span class="w"> </span>-m<span class="w"> </span>venv<span class="w"> </span>env
-<span class="nb">source</span><span class="w"> </span>env/bin/activate
-
-pip<span class="w"> </span>install<span class="w"> </span>-e<span class="w"> </span>.
-pip<span class="w"> </span>install<span class="w"> </span>-r<span class="w"> </span>requirements.txt
-
-dvc<span class="w"> </span>pull
-</pre></div>
-</div>
-</section>
-<section id="usage">
-<h2>Usage<a class="headerlink" href="#usage" title="Link to this heading">#</a></h2>
-<section id="as-an-api">
-<h3>As an API<a class="headerlink" href="#as-an-api" title="Link to this heading">#</a></h3>
-<p>The module provided functions for the individual tasks that all return some kind of collection of points, depending on
-the specific task.</p>
-<section id="redaction-detection-api">
-<h4>Redaction Detection (API)<a class="headerlink" href="#redaction-detection-api" title="Link to this heading">#</a></h4>
-<p>The below snippet shows hot to find the outlines of previous redactions.</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">cv_analysis.redaction_detection</span> <span class="kn">import</span> <span class="n">find_redactions</span>
-<span class="kn">import</span> <span class="nn">pdf2image</span>
-<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
-
-<span class="n">pdf_path</span> <span class="o">=</span> <span class="o">...</span>
-<span class="n">page_index</span> <span class="o">=</span> <span class="o">...</span>
-
-<span class="n">page</span> <span class="o">=</span> <span class="n">pdf2image</span><span class="o">.</span><span class="n">convert_from_path</span><span class="p">(</span><span class="n">pdf_path</span><span class="p">,</span> <span class="n">first_page</span><span class="o">=</span><span class="n">page_index</span><span class="p">,</span> <span class="n">last_page</span><span class="o">=</span><span class="n">page_index</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span>
-<span class="n">page</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">page</span><span class="p">)</span>
-
-<span class="n">redaction_contours</span> <span class="o">=</span> <span class="n">find_redactions</span><span class="p">(</span><span class="n">page</span><span class="p">)</span>
-</pre></div>
-</div>
-</section>
-</section>
-</section>
-<section id="as-a-cli-tool">
-<h2>As a CLI Tool<a class="headerlink" href="#as-a-cli-tool" title="Link to this heading">#</a></h2>
-<p>Core API functionalities can be used through a CLI.</p>
-<section id="table-parsing">
-<h3>Table Parsing<a class="headerlink" href="#table-parsing" title="Link to this heading">#</a></h3>
-<p>The tables parsing utility detects and segments tables into individual cells.</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python<span class="w"> </span>scripts/annotate.py<span class="w"> </span>data/test_pdf.pdf<span class="w"> </span><span class="m">7</span><span class="w"> </span>--type<span class="w"> </span>table
-</pre></div>
-</div>
-<p>The below image shows a parsed table, where each table cell has been detected individually.</p>
-<p><img alt="Table Parsing Demonstration" src="_images/table_parsing.png" /></p>
-</section>
-<section id="redaction-detection-cli">
-<h3>Redaction Detection (CLI)<a class="headerlink" href="#redaction-detection-cli" title="Link to this heading">#</a></h3>
-<p>The redaction detection utility detects previous redactions in PDFs (filled black rectangles).</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python<span class="w"> </span>scripts/annotate.py<span class="w"> </span>data/test_pdf.pdf<span class="w"> </span><span class="m">2</span><span class="w"> </span>--type<span class="w"> </span>redaction
-</pre></div>
-</div>
-<p>The below image shows the detected redactions with green outlines.</p>
-<p><img alt="Redaction Detection Demonstration" src="_images/redaction_detection.png" /></p>
-</section>
-<section id="layout-parsing">
-<h3>Layout Parsing<a class="headerlink" href="#layout-parsing" title="Link to this heading">#</a></h3>
-<p>The layout parsing utility detects elements such as paragraphs, tables and figures.</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python<span class="w"> </span>scripts/annotate.py<span class="w"> </span>data/test_pdf.pdf<span class="w"> </span><span class="m">7</span><span class="w"> </span>--type<span class="w"> </span>layout
-</pre></div>
-</div>
-<p>The below image shows the detected layout elements on a page.</p>
-<p><img alt="Layout Parsing Demonstration" src="_images/layout_parsing.png" /></p>
-</section>
-<section id="figure-detection">
-<h3>Figure Detection<a class="headerlink" href="#figure-detection" title="Link to this heading">#</a></h3>
-<p>The figure detection utility detects figures specifically, which can be missed by the generic layout parsing utility.</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python<span class="w"> </span>scripts/annotate.py<span class="w"> </span>data/test_pdf.pdf<span class="w"> </span><span class="m">3</span><span class="w"> </span>--type<span class="w"> </span>figure
-</pre></div>
-</div>
-<p>The below image shows the detected figure on a page.</p>
-<p><img alt="Figure Detection Demonstration" src="_images/figure_detection.png" /></p>
-</section>
-</section>
-<section id="running-as-a-service">
-<h2>Running as a service<a class="headerlink" href="#running-as-a-service" title="Link to this heading">#</a></h2>
-<section id="building">
-<h3>Building<a class="headerlink" href="#building" title="Link to this heading">#</a></h3>
-<p>Build base image</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>bash<span class="w"> </span>setup/docker.sh
-</pre></div>
-</div>
-<p>Build head image</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker<span class="w"> </span>build<span class="w"> </span>-f<span class="w"> </span>Dockerfile<span class="w"> </span>-t<span class="w"> </span>cv-analysis<span class="w"> </span>.<span class="w"> </span>--build-arg<span class="w"> </span><span class="nv">BASE_ROOT</span><span class="o">=</span><span class="s2">&quot;&quot;</span>
-</pre></div>
-</div>
-</section>
-<section id="usage-service">
-<h3>Usage (service)<a class="headerlink" href="#usage-service" title="Link to this heading">#</a></h3>
-<p>Shell 1</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker<span class="w"> </span>run<span class="w"> </span>--rm<span class="w"> </span>--net<span class="o">=</span>host<span class="w"> </span>--rm<span class="w"> </span>cv-analysis
-</pre></div>
-</div>
-<p>Shell 2</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python<span class="w"> </span>scripts/client_mock.py<span class="w"> </span>--pdf_path<span class="w"> </span>/path/to/a/pdf
-</pre></div>
-</div>
-</section>
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-</ul>
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-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#table-parsing">Table Parsing</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#redaction-detection-cli">Redaction Detection (CLI)</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#layout-parsing">Layout Parsing</a></li>
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-</ul>
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-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#building">Building</a></li>
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docs/build/html/_sources/README.md.txt

@@ -1,178 +0,0 @@
-# cv-analysis - Visual (CV-Based) Document Parsing
-
-parse_pdf()
-This repository implements computer vision based approaches for detecting and parsing visual features such as tables or
-previous redactions in documents.
-
-## API
-
-Input message:
-
-```json
-{
-  "targetFilePath": {
-    "pdf": "absolute file path",
-    "vlp_output": "absolute file path"
-  },
-  "responseFilePath": "absolute file path",
-  "operation": "table_image_inference"
-}
-```
-
-Response is uploaded to the storage as specified in the `responseFilePath` field. The structure is as follows:
-
-```json
-{
-  ...,
-  "data": [
-    {
-      'pageNum': 0,
-      'bbox': {
-        'x1': 55.3407,
-        'y1': 247.0246,
-        'x2': 558.5602,
-        'y2': 598.0585
-      },
-      'uuid': '2b10c1a2-393c-4fca-b9e3-0ad5b774ac84',
-      'label': 'table',
-      'tableLines': [
-        {
-          'x1': 0,
-          'y1': 16,
-          'x2': 1399,
-          'y2': 16
-        },
-        ...
-      ],
-      'imageInfo': {
-        'height': 693,
-        'width': 1414
-      }
-    },
-    ...
-  ]
-}
-
-```
-
-## Installation
-
-```bash
-git clone ssh://git@git.iqser.com:2222/rr/cv-analysis.git
-cd cv-analysis
-
-python -m venv env
-source env/bin/activate
-
-pip install -e .
-pip install -r requirements.txt
-
-dvc pull
-```
-
-## Usage
-
-### As an API
-
-The module provided functions for the individual tasks that all return some kind of collection of points, depending on
-the specific task.
-
-#### Redaction Detection (API)
-
-The below snippet shows hot to find the outlines of previous redactions.
-
-```python
-from cv_analysis.redaction_detection import find_redactions
-import pdf2image
-import numpy as np
-
-pdf_path = ...
-page_index = ...
-
-page = pdf2image.convert_from_path(pdf_path, first_page=page_index, last_page=page_index)[0]
-page = np.array(page)
-
-redaction_contours = find_redactions(page)
-```
-
-## As a CLI Tool
-
-Core API functionalities can be used through a CLI.
-
-### Table Parsing
-
-The tables parsing utility detects and segments tables into individual cells.
-
-```bash
-python scripts/annotate.py data/test_pdf.pdf 7 --type table
-```
-
-The below image shows a parsed table, where each table cell has been detected individually.
-
-![Table Parsing Demonstration](data/table_parsing.png)
-
-### Redaction Detection (CLI)
-
-The redaction detection utility detects previous redactions in PDFs (filled black rectangles).
-
-```bash
-python scripts/annotate.py data/test_pdf.pdf 2 --type redaction
-```
-
-The below image shows the detected redactions with green outlines.
-
-![Redaction Detection Demonstration](data/redaction_detection.png)
-
-### Layout Parsing
-
-The layout parsing utility detects elements such as paragraphs, tables and figures.
-
-```bash
-python scripts/annotate.py data/test_pdf.pdf 7 --type layout
-```
-
-The below image shows the detected layout elements on a page.
-
-![Layout Parsing Demonstration](data/layout_parsing.png)
-
-### Figure Detection
-
-The figure detection utility detects figures specifically, which can be missed by the generic layout parsing utility.
-
-```bash
-python scripts/annotate.py data/test_pdf.pdf 3 --type figure
-```
-
-The below image shows the detected figure on a page.
-
-![Figure Detection Demonstration](data/figure_detection.png)
-
-## Running as a service
-
-### Building
-
-Build base image
-
-```bash
-bash setup/docker.sh
-```
-
-Build head image
-
-```bash
-docker build -f Dockerfile -t cv-analysis . --build-arg BASE_ROOT=""
-```
-
-### Usage (service)
-
-Shell 1
-
-```bash
-docker run --rm --net=host --rm cv-analysis
-```
-
-Shell 2
-
-```bash
-python scripts/client_mock.py --pdf_path /path/to/a/pdf
-```

docs/build/html/_sources/index.rst.txt

@@ -1,37 +0,0 @@
-.. Keyword Extraction Service documentation master file, created by
-   sphinx-quickstart on Mon Sep 12 12:04:24 2022.
-   You can adapt this file completely to your liking, but it should at least
-   contain the root `toctree` directive.
-
-=============================================
-Welcome to CV Analysis Service documentation!
-=============================================
-
-.. note::
-   
-   If you'd like to change the looks of things 👉 https://www.sphinx-doc.org/en/master/usage/restructuredtext/basics.html
-
-
-Table of Contents
------------------
-
-.. toctree::
-   :maxdepth: 3
-   :caption: README
-   
-   README.md
-   
-.. toctree::
-   :maxdepth: 3
-   :caption: Modules
-
-   modules/cv_analysis
-   modules/serve
-
-
-Indices and tables
-==================
-
-* :ref:`genindex`
-* :ref:`modindex`
-* :ref:`search`

docs/build/html/_sources/modules/cv_analysis.config.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.config module
-==========================
-
-.. automodule:: cv_analysis.config
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.figure_detection.figure_detection.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.figure\_detection.figure\_detection module
-=======================================================
-
-.. automodule:: cv_analysis.figure_detection.figure_detection
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.figure_detection.figures.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.figure\_detection.figures module
-=============================================
-
-.. automodule:: cv_analysis.figure_detection.figures
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.figure_detection.rst.txt

@@ -1,17 +0,0 @@
-cv\_analysis.figure\_detection package
-======================================
-
-.. automodule:: cv_analysis.figure_detection
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Submodules
-----------
-
-.. toctree::
-   :maxdepth: 4
-
-   cv_analysis.figure_detection.figure_detection
-   cv_analysis.figure_detection.figures
-   cv_analysis.figure_detection.text

docs/build/html/_sources/modules/cv_analysis.figure_detection.text.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.figure\_detection.text module
-==========================================
-
-.. automodule:: cv_analysis.figure_detection.text
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.layout_parsing.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.layout\_parsing module
-===================================
-
-.. automodule:: cv_analysis.layout_parsing
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.locations.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.locations module
-=============================
-
-.. automodule:: cv_analysis.locations
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.redaction_detection.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.redaction\_detection module
-========================================
-
-.. automodule:: cv_analysis.redaction_detection
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.rst.txt

@@ -1,30 +0,0 @@
-cv\_analysis package
-====================
-
-.. automodule:: cv_analysis
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Subpackages
------------
-
-.. toctree::
-   :maxdepth: 4
-
-   cv_analysis.figure_detection
-   cv_analysis.server
-   cv_analysis.utils
-
-Submodules
-----------
-
-.. toctree::
-   :maxdepth: 4
-
-   cv_analysis.config
-   cv_analysis.layout_parsing
-   cv_analysis.locations
-   cv_analysis.redaction_detection
-   cv_analysis.table_inference
-   cv_analysis.table_parsing

docs/build/html/_sources/modules/cv_analysis.server.pipeline.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.server.pipeline module
-===================================
-
-.. automodule:: cv_analysis.server.pipeline
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.server.rst.txt

@@ -1,15 +0,0 @@
-cv\_analysis.server package
-===========================
-
-.. automodule:: cv_analysis.server
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Submodules
-----------
-
-.. toctree::
-   :maxdepth: 4
-
-   cv_analysis.server.pipeline

docs/build/html/_sources/modules/cv_analysis.table_inference.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.table\_inference module
-====================================
-
-.. automodule:: cv_analysis.table_inference
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.table_parsing.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.table\_parsing module
-==================================
-
-.. automodule:: cv_analysis.table_parsing
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.annotate.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.annotate module
-==================================
-
-.. automodule:: cv_analysis.utils.annotate
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.banner.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.banner module
-================================
-
-.. automodule:: cv_analysis.utils.banner
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.connect_rects.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.connect\_rects module
-========================================
-
-.. automodule:: cv_analysis.utils.connect_rects
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.display.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.display module
-=================================
-
-.. automodule:: cv_analysis.utils.display
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.draw.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.draw module
-==============================
-
-.. automodule:: cv_analysis.utils.draw
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.filters.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.filters module
-=================================
-
-.. automodule:: cv_analysis.utils.filters
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.image_extraction.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.image\_extraction module
-===========================================
-
-.. automodule:: cv_analysis.utils.image_extraction
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.open_pdf.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.open\_pdf module
-===================================
-
-.. automodule:: cv_analysis.utils.open_pdf
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.postprocessing.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.postprocessing module
-========================================
-
-.. automodule:: cv_analysis.utils.postprocessing
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.preprocessing.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.preprocessing module
-=======================================
-
-.. automodule:: cv_analysis.utils.preprocessing
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.rst.txt

@@ -1,28 +0,0 @@
-cv\_analysis.utils package
-==========================
-
-.. automodule:: cv_analysis.utils
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Submodules
-----------
-
-.. toctree::
-   :maxdepth: 4
-
-   cv_analysis.utils.annotate
-   cv_analysis.utils.banner
-   cv_analysis.utils.connect_rects
-   cv_analysis.utils.display
-   cv_analysis.utils.draw
-   cv_analysis.utils.filters
-   cv_analysis.utils.image_extraction
-   cv_analysis.utils.open_pdf
-   cv_analysis.utils.postprocessing
-   cv_analysis.utils.preprocessing
-   cv_analysis.utils.structures
-   cv_analysis.utils.test_metrics
-   cv_analysis.utils.utils
-   cv_analysis.utils.visual_logging

docs/build/html/_sources/modules/cv_analysis.utils.structures.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.structures module
-====================================
-
-.. automodule:: cv_analysis.utils.structures
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.test_metrics.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.test\_metrics module
-=======================================
-
-.. automodule:: cv_analysis.utils.test_metrics
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.utils.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.utils module
-===============================
-
-.. automodule:: cv_analysis.utils.utils
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/cv_analysis.utils.visual_logging.rst.txt

@@ -1,7 +0,0 @@
-cv\_analysis.utils.visual\_logging module
-=========================================
-
-.. automodule:: cv_analysis.utils.visual_logging
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_sources/modules/serve.rst.txt

@@ -1,7 +0,0 @@
-serve module
-============
-
-.. automodule:: serve
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/build/html/_static/basic.css

@@ -1,925 +0,0 @@
-/*
- * basic.css
- * ~~~~~~~~~
- *
- * Sphinx stylesheet -- basic theme.
- *
- * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
- */
-
-/* -- main layout ----------------------------------------------------------- */
-
-div.clearer {
-    clear: both;
-}
-
-div.section::after {
-    display: block;
-    content: '';
-    clear: left;
-}
-
-/* -- relbar ---------------------------------------------------------------- */
-
-div.related {
-    width: 100%;
-    font-size: 90%;
-}
-
-div.related h3 {
-    display: none;
-}
-
-div.related ul {
-    margin: 0;
-    padding: 0 0 0 10px;
-    list-style: none;
-}
-
-div.related li {
-    display: inline;
-}
-
-div.related li.right {
-    float: right;
-    margin-right: 5px;
-}
-
-/* -- sidebar --------------------------------------------------------------- */
-
-div.sphinxsidebarwrapper {
-    padding: 10px 5px 0 10px;
-}
-
-div.sphinxsidebar {
-    float: left;
-    width: 270px;
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docs/build/html/_static/doctools.js

@@ -1,156 +0,0 @@
-/*
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- * ~~~~~~~~~~~
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- *
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- */
-"use strict";
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docs/build/html/_static/documentation_options.js

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-    FILE_SUFFIX: '.html',
-    LINK_SUFFIX: '.html',
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docs/build/html/_static/language_data.js

@@ -1,199 +0,0 @@
-/*
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- * namely the list of stopwords, stemmer, scorer and splitter.
- *
- * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
- */
-
-var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
-
-
-/* Non-minified version is copied as a separate JS file, if available */
-
-/**
- * Porter Stemmer
- */
-var Stemmer = function() {
-
-  var step2list = {
-    ational: 'ate',
-    tional: 'tion',
-    enci: 'ence',
-    anci: 'ance',
-    izer: 'ize',
-    bli: 'ble',
-    alli: 'al',
-    entli: 'ent',
-    eli: 'e',
-    ousli: 'ous',
-    ization: 'ize',
-    ation: 'ate',
-    ator: 'ate',
-    alism: 'al',
-    iveness: 'ive',
-    fulness: 'ful',
-    ousness: 'ous',
-    aliti: 'al',
-    iviti: 'ive',
-    biliti: 'ble',
-    logi: 'log'
-  };
-
-  var step3list = {
-    icate: 'ic',
-    ative: '',
-    alize: 'al',
-    iciti: 'ic',
-    ical: 'ic',
-    ful: '',
-    ness: ''
-  };
-
-  var c = "[^aeiou]";          // consonant
-  var v = "[aeiouy]";          // vowel
-  var C = c + "[^aeiouy]*";    // consonant sequence
-  var V = v + "[aeiou]*";      // vowel sequence
-
-  var mgr0 = "^(" + C + ")?" + V + C;                      // [C]VC... is m>0
-  var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$";    // [C]VC[V] is m=1
-  var mgr1 = "^(" + C + ")?" + V + C + V + C;              // [C]VCVC... is m>1
-  var s_v   = "^(" + C + ")?" + v;                         // vowel in stem
-
-  this.stemWord = function (w) {
-    var stem;
-    var suffix;
-    var firstch;
-    var origword = w;
-
-    if (w.length < 3)
-      return w;
-
-    var re;
-    var re2;
-    var re3;
-    var re4;
-
-    firstch = w.substr(0,1);
-    if (firstch == "y")
-      w = firstch.toUpperCase() + w.substr(1);
-
-    // Step 1a
-    re = /^(.+?)(ss|i)es$/;
-    re2 = /^(.+?)([^s])s$/;
-
-    if (re.test(w))
-      w = w.replace(re,"$1$2");
-    else if (re2.test(w))
-      w = w.replace(re2,"$1$2");
-
-    // Step 1b
-    re = /^(.+?)eed$/;
-    re2 = /^(.+?)(ed|ing)$/;
-    if (re.test(w)) {
-      var fp = re.exec(w);
-      re = new RegExp(mgr0);
-      if (re.test(fp[1])) {
-        re = /.$/;
-        w = w.replace(re,"");
-      }
-    }
-    else if (re2.test(w)) {
-      var fp = re2.exec(w);
-      stem = fp[1];
-      re2 = new RegExp(s_v);
-      if (re2.test(stem)) {
-        w = stem;
-        re2 = /(at|bl|iz)$/;
-        re3 = new RegExp("([^aeiouylsz])\\1$");
-        re4 = new RegExp("^" + C + v + "[^aeiouwxy]$");
-        if (re2.test(w))
-          w = w + "e";
-        else if (re3.test(w)) {
-          re = /.$/;
-          w = w.replace(re,"");
-        }
-        else if (re4.test(w))
-          w = w + "e";
-      }
-    }
-
-    // Step 1c
-    re = /^(.+?)y$/;
-    if (re.test(w)) {
-      var fp = re.exec(w);
-      stem = fp[1];
-      re = new RegExp(s_v);
-      if (re.test(stem))
-        w = stem + "i";
-    }
-
-    // Step 2
-    re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;
-    if (re.test(w)) {
-      var fp = re.exec(w);
-      stem = fp[1];
-      suffix = fp[2];
-      re = new RegExp(mgr0);
-      if (re.test(stem))
-        w = stem + step2list[suffix];
-    }
-
-    // Step 3
-    re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;
-    if (re.test(w)) {
-      var fp = re.exec(w);
-      stem = fp[1];
-      suffix = fp[2];
-      re = new RegExp(mgr0);
-      if (re.test(stem))
-        w = stem + step3list[suffix];
-    }
-
-    // Step 4
-    re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;
-    re2 = /^(.+?)(s|t)(ion)$/;
-    if (re.test(w)) {
-      var fp = re.exec(w);
-      stem = fp[1];
-      re = new RegExp(mgr1);
-      if (re.test(stem))
-        w = stem;
-    }
-    else if (re2.test(w)) {
-      var fp = re2.exec(w);
-      stem = fp[1] + fp[2];
-      re2 = new RegExp(mgr1);
-      if (re2.test(stem))
-        w = stem;
-    }
-
-    // Step 5
-    re = /^(.+?)e$/;
-    if (re.test(w)) {
-      var fp = re.exec(w);
-      stem = fp[1];
-      re = new RegExp(mgr1);
-      re2 = new RegExp(meq1);
-      re3 = new RegExp("^" + C + v + "[^aeiouwxy]$");
-      if (re.test(stem) || (re2.test(stem) && !(re3.test(stem))))
-        w = stem;
-    }
-    re = /ll$/;
-    re2 = new RegExp(mgr1);
-    if (re.test(w) && re2.test(w)) {
-      re = /.$/;
-      w = w.replace(re,"");
-    }
-
-    // and turn initial Y back to y
-    if (firstch == "y")
-      w = firstch.toLowerCase() + w.substr(1);
-    return w;
-  }
-}
-

docs/build/html/_static/pygments.css

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docs/build/html/_static/scripts/bootstrap.js.LICENSE.txt

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-  * Bootstrap v5.3.2 (https://getbootstrap.com/)
-  * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
-  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
-  */