From 8967067bc2cc2e88afed9c17b0955c7642d1e62b Mon Sep 17 00:00:00 2001
From: Mark <mark@climatepolicyradar.org>
Date: Thu, 11 Jul 2024 14:00:44 +0100
Subject: [PATCH] Updating from the data access lib to the sdk.

---
 cli/test/conftest.py             |    3 +-
 cli/test/test_text2embeddings.py |    2 +-
 poetry.lock                      | 2131 ++++++++++++++++++++----------
 pyproject.toml                   |    2 +-
 src/languages.py                 |    3 +-
 src/test/conftest.py             |    5 +-
 src/test/test_languages.py       |    3 +-
 src/test/test_utils.py           |    8 +-
 src/utils.py                     |    5 +-
 9 files changed, 1452 insertions(+), 710 deletions(-)

diff --git a/cli/test/conftest.py b/cli/test/conftest.py
index 7673af9..5bd183d 100644
--- a/cli/test/conftest.py
+++ b/cli/test/conftest.py
@@ -4,10 +4,9 @@
 import boto3
 import botocore.client
 import pytest
+from cpr_sdk.parser_models import BlockType, HTMLTextBlock
 from moto import mock_s3
 
-from cpr_data_access.parser_models import BlockType, HTMLTextBlock
-
 
 class S3Client:
     """Helper class to connect to S3 and perform actions on buckets and documents."""
diff --git a/cli/test/test_text2embeddings.py b/cli/test/test_text2embeddings.py
index bc9a6ca..73caf0e 100644
--- a/cli/test/test_text2embeddings.py
+++ b/cli/test/test_text2embeddings.py
@@ -6,9 +6,9 @@
 
 import numpy as np
 from click.testing import CliRunner
+from cpr_sdk.parser_models import ParserOutput
 
 from cli.text2embeddings import run_as_cli
-from cpr_data_access.parser_models import ParserOutput
 
 
 def test_run_encoder_local(
diff --git a/poetry.lock b/poetry.lock
index 4f30f2f..2767a64 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,112 +1,100 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
-version = "3.8.6"
+version = "3.9.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
+async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -146,21 +134,22 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "aws-error-utils"
@@ -271,6 +260,52 @@ urllib3 = [
 [package.extras]
 crt = ["awscrt (==0.16.26)"]
 
+[[package]]
+name = "build"
+version = "1.2.1"
+description = "A simple, correct Python build frontend"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "build-1.2.1.tar.gz", hash = "sha256:526263f4870c26f26c433545579475377b2b7588b6f1eac76a001e873ae3e19d"},
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+[package.dependencies]
+colorama = {version = "*", markers = "os_name == \"nt\""}
+importlib-metadata = {version = ">=4.6", markers = "python_full_version < \"3.10.2\""}
+packaging = ">=19.1"
+pyproject_hooks = "*"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
+test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
+typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
+uv = ["uv (>=0.1.18)"]
+virtualenv = ["virtualenv (>=20.0.35)"]
+
+[[package]]
+name = "cachecontrol"
+version = "0.14.0"
+description = "httplib2 caching for requests"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "cachecontrol-0.14.0.tar.gz", hash = "sha256:7db1195b41c81f8274a7bbd97c956f44e8348265a1bc7641c37dfebc39f0c938"},
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+[package.dependencies]
+filelock = {version = ">=3.8.0", optional = true, markers = "extra == \"filecache\""}
+msgpack = ">=0.5.2,<2.0.0"
+requests = ">=2.16.0"
+
+[package.extras]
+dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "furo", "mypy", "pytest", "pytest-cov", "sphinx", "sphinx-copybutton", "tox", "types-redis", "types-requests"]
+filecache = ["filelock (>=3.8.0)"]
+redis = ["redis (>=2.10.5)"]
+
 [[package]]
 name = "certifi"
 version = "2023.7.22"
@@ -456,6 +491,21 @@ files = [
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 ]
 
+[[package]]
+name = "cleo"
+version = "2.1.0"
+description = "Cleo allows you to create beautiful and testable command-line interfaces."
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
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+]
+
+[package.dependencies]
+crashtest = ">=0.4.1,<0.5.0"
+rapidfuzz = ">=3.0.0,<4.0.0"
+
 [[package]]
 name = "click"
 version = "8.1.7"
@@ -511,29 +561,43 @@ files = [
 ]
 
 [[package]]
-name = "cpr-data-access"
-version = "0.3.0"
+name = "cpr-sdk"
+version = "1.1.6"
 description = ""
 optional = false
-python-versions = "^3.9"
-files = []
-develop = false
+python-versions = "<4.0,>=3.9"
+files = [
+    {file = "cpr_sdk-1.1.6-py3-none-any.whl", hash = "sha256:8d8adb02e1dc4a2c0ca8d58161168928457cf66bde48d7bbd182206bbcc6184c"},
+    {file = "cpr_sdk-1.1.6.tar.gz", hash = "sha256:6ffeeaae9aac17b343e5d457fc36babc7ff9475f8624dae44cee256f36105d45"},
+]
 
 [package.dependencies]
-aws-error-utils = "^2.7.0"
-boto3 = "^1.26.16"
-datasets = "^2.14.0"
-deprecation = "^2.1.0"
-langdetect = "^1.0.9"
-pandas = "^1.5.3"
-pydantic = "^2.4.0"
-tqdm = "^4.64.1"
+aws-error-utils = ">=2.7.0,<3.0.0"
+boto3 = ">=1.26.16,<2.0.0"
+datasets = ">=2.19.0,<3.0.0"
+deprecation = ">=2.1.0,<3.0.0"
+flatten-dict = ">=0.4.2,<0.5.0"
+langdetect = ">=1.0.9,<2.0.0"
+numpy = ">=1.23.5"
+pandas = ">=1.5.3,<2.0.0"
+poetry = ">=1.8.2,<2.0.0"
+pydantic = ">=2.4.0,<3.0.0"
+tqdm = ">=4.64.1,<5.0.0"
 
-[package.source]
-type = "git"
-url = "https://github.com/climatepolicyradar/data-access.git"
-reference = "0.4.0"
-resolved_reference = "ee836716c9800df9d08ca565c86d30cf6b3dae77"
+[package.extras]
+spacy = ["spacy (>=3.5.1,<4.0.0)"]
+vespa = ["pyvespa (>=0.37.1,<0.38.0)", "pyyaml (>=6.0.1,<7.0.0)", "sentence-transformers (>=2.2.2,<3.0.0)", "torch (>=2.0.0,<3.0.0)"]
+
+[[package]]
+name = "crashtest"
+version = "0.4.1"
+description = "Manage Python errors with ease"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
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+    {file = "crashtest-0.4.1.tar.gz", hash = "sha256:80d7b1f316ebfbd429f648076d6275c877ba30ba48979de4191714a75266f0ce"},
+]
 
 [[package]]
 name = "cryptography"
@@ -582,43 +646,45 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "datasets"
-version = "2.14.6"
+version = "2.19.1"
 description = "HuggingFace community-driven open-source library of datasets"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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+    {file = "datasets-2.19.1-py3-none-any.whl", hash = "sha256:f7a78d15896f45004ccac1c298f3c7121f92f91f6f2bfbd4e4f210f827e6e411"},
+    {file = "datasets-2.19.1.tar.gz", hash = "sha256:0df9ef6c5e9138cdb996a07385220109ff203c204245578b69cca905eb151d3a"},
 ]
 
 [package.dependencies]
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-dill = ">=0.3.0,<0.3.8"
-fsspec = {version = ">=2023.1.0,<=2023.10.0", extras = ["http"]}
-huggingface-hub = ">=0.14.0,<1.0.0"
+dill = ">=0.3.0,<0.3.9"
+filelock = "*"
+fsspec = {version = ">=2023.1.0,<=2024.3.1", extras = ["http"]}
+huggingface-hub = ">=0.21.2"
 multiprocess = "*"
 numpy = ">=1.17"
 packaging = "*"
 pandas = "*"
-pyarrow = ">=8.0.0"
+pyarrow = ">=12.0.0"
+pyarrow-hotfix = "*"
 pyyaml = ">=5.1"
 requests = ">=2.19.0"
 tqdm = ">=4.62.1"
 xxhash = "*"
 
 [package.extras]
-apache-beam = ["apache-beam (>=2.26.0,<2.44.0)"]
+apache-beam = ["apache-beam (>=2.26.0)"]
 audio = ["librosa", "soundfile (>=0.12.1)"]
 benchmarks = ["tensorflow (==2.12.0)", "torch (==2.0.1)", "transformers (==4.30.1)"]
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+docs = ["s3fs", "tensorflow (>=2.6.0)", "torch", "transformers"]
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-quality = ["black (>=23.1,<24.0)", "pyyaml (>=5.3.1)", "ruff (>=0.0.241)"]
+quality = ["ruff (>=0.3.0)"]
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+tensorflow = ["tensorflow (>=2.6.0)"]
+tensorflow-gpu = ["tensorflow (>=2.6.0)"]
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 torch = ["torch"]
 vision = ["Pillow (>=6.2.1)"]
 
@@ -638,17 +704,18 @@ packaging = "*"
 
 [[package]]
 name = "dill"
-version = "0.3.7"
+version = "0.3.8"
 description = "serialize all of Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
+profile = ["gprof2dot (>=2022.7.29)"]
 
 [[package]]
 name = "distlib"
@@ -672,6 +739,93 @@ files = [
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 ]
 
+[[package]]
+name = "dulwich"
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+description = "Python Git Library"
+optional = false
+python-versions = ">=3.7"
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 version = "1.1.3"
@@ -686,6 +840,20 @@ files = [
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 test = ["pytest (>=6)"]
 
+[[package]]
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 pycodestyle = ">=2.8.0,<2.9.0"
 pyflakes = ">=2.4.0,<2.5.0"
 
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+    {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:23b2d7679b73fe0e5a4560b672a39f98dfc6f60df63823b0a9970525325b95f6"},
+    {file = "frozenlist-1.4.1-cp39-cp39-win32.whl", hash = "sha256:a7496bfe1da7fb1a4e1cc23bb67c58fab69311cc7d32b5a99c2007b4b2a0e932"},
+    {file = "frozenlist-1.4.1-cp39-cp39-win_amd64.whl", hash = "sha256:e6a20a581f9ce92d389a8c7d7c3dd47c81fd5d6e655c8dddf341e14aa48659d0"},
+    {file = "frozenlist-1.4.1-py3-none-any.whl", hash = "sha256:04ced3e6a46b4cfffe20f9ae482818e34eba9b5fb0ce4056e4cc9b6e212d09b7"},
+    {file = "frozenlist-1.4.1.tar.gz", hash = "sha256:c037a86e8513059a2613aaba4d817bb90b9d9b6b69aace3ce9c877e8c8ed402b"},
 ]
 
 [[package]]
@@ -829,18 +1027,18 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.17.3"
+version = "0.23.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.17.3-py3-none-any.whl", hash = "sha256:545eb3665f6ac587add946e73984148f2ea5c7877eac2e845549730570c1933a"},
-    {file = "huggingface_hub-0.17.3.tar.gz", hash = "sha256:40439632b211311f788964602bf8b0d9d6b7a2314fba4e8d67b2ce3ecea0e3fd"},
+    {file = "huggingface_hub-0.23.4-py3-none-any.whl", hash = "sha256:3a0b957aa87150addf0cc7bd71b4d954b78e749850e1e7fb29ebbd2db64ca037"},
+    {file = "huggingface_hub-0.23.4.tar.gz", hash = "sha256:35d99016433900e44ae7efe1c209164a5a81dbbcd53a52f99c281dcd7ce22431"},
 ]
 
 [package.dependencies]
 filelock = "*"
-fsspec = "*"
+fsspec = ">=2023.5.0"
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -848,17 +1046,18 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (==23.7)", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (==23.7)", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
-docs = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (==23.7)", "gradio", "hf-doc-builder", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)", "watchdog"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
-inference = ["aiohttp", "pydantic (<2.0)"]
-quality = ["black (==23.7)", "mypy (==1.5.1)", "ruff (>=0.0.241)"]
+hf-transfer = ["hf-transfer (>=0.1.4)"]
+inference = ["aiohttp", "minijinja (>=1.0)"]
+quality = ["mypy (==1.5.1)", "ruff (>=0.3.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
-torch = ["torch"]
-typing = ["pydantic (<2.0)", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
+tensorflow-testing = ["keras (<3.0)", "tensorflow"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+torch = ["safetensors", "torch"]
+typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
 [[package]]
 name = "identify"
@@ -885,6 +1084,25 @@ files = [
     {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
 ]
 
+[[package]]
+name = "importlib-metadata"
+version = "8.0.0"
+description = "Read metadata from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_metadata-8.0.0-py3-none-any.whl", hash = "sha256:15584cf2b1bf449d98ff8a6ff1abef57bf20f3ac6454f431736cd3e660921b2f"},
+    {file = "importlib_metadata-8.0.0.tar.gz", hash = "sha256:188bd24e4c346d3f0a933f275c2fec67050326a856b9a359881d7c2a697e8812"},
+]
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+perf = ["ipython"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -896,6 +1114,50 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "installer"
+version = "0.7.0"
+description = "A library for installing Python wheels."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "installer-0.7.0-py3-none-any.whl", hash = "sha256:05d1933f0a5ba7d8d6296bb6d5018e7c94fa473ceb10cf198a92ccea19c27b53"},
+    {file = "installer-0.7.0.tar.gz", hash = "sha256:a26d3e3116289bb08216e0d0f7d925fcef0b0194eedfa0c944bcaaa106c4b631"},
+]
+
+[[package]]
+name = "jaraco-classes"
+version = "3.4.0"
+description = "Utility functions for Python class constructs"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jaraco.classes-3.4.0-py3-none-any.whl", hash = "sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790"},
+    {file = "jaraco.classes-3.4.0.tar.gz", hash = "sha256:47a024b51d0239c0dd8c8540c6c7f484be3b8fcf0b2d85c13825780d3b3f3acd"},
+]
+
+[package.dependencies]
+more-itertools = "*"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[[package]]
+name = "jeepney"
+version = "0.8.0"
+description = "Low-level, pure Python DBus protocol wrapper."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jeepney-0.8.0-py3-none-any.whl", hash = "sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755"},
+    {file = "jeepney-0.8.0.tar.gz", hash = "sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806"},
+]
+
+[package.extras]
+test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
+trio = ["async_generator", "trio"]
+
 [[package]]
 name = "jinja2"
 version = "3.1.2"
@@ -935,6 +1197,29 @@ files = [
     {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
 ]
 
+[[package]]
+name = "keyring"
+version = "24.3.1"
+description = "Store and access your passwords safely."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "keyring-24.3.1-py3-none-any.whl", hash = "sha256:df38a4d7419a6a60fea5cef1e45a948a3e8430dd12ad88b0f423c5c143906218"},
+    {file = "keyring-24.3.1.tar.gz", hash = "sha256:c3327b6ffafc0e8befbdb597cacdb4928ffe5c1212f7645f186e6d9957a898db"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
+"jaraco.classes" = "*"
+jeepney = {version = ">=0.4.2", markers = "sys_platform == \"linux\""}
+pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""}
+SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
+
+[package.extras]
+completion = ["shtab (>=1.1.0)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
 [[package]]
 name = "langdetect"
 version = "1.0.9"
@@ -1039,6 +1324,17 @@ files = [
     {file = "mccabe-0.6.1.tar.gz", hash = "sha256:dd8d182285a0fe56bace7f45b5e7d1a6ebcbf524e8f3bd87eb0f125271b8831f"},
 ]
 
+[[package]]
+name = "more-itertools"
+version = "10.3.0"
+description = "More routines for operating on iterables, beyond itertools"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "more-itertools-10.3.0.tar.gz", hash = "sha256:e5d93ef411224fbcef366a6e8ddc4c5781bc6359d43412a65dd5964e46111463"},
+    {file = "more_itertools-10.3.0-py3-none-any.whl", hash = "sha256:ea6a02e24a9161e51faad17a8782b92a0df82c12c1c8886fec7f0c3fa1a1b320"},
+]
+
 [[package]]
 name = "moto"
 version = "4.2.7"
@@ -1105,116 +1401,193 @@ docs = ["sphinx"]
 gmpy = ["gmpy2 (>=2.1.0a4)"]
 tests = ["pytest (>=4.6)"]
 
+[[package]]
+name = "msgpack"
+version = "1.0.8"
+description = "MessagePack serializer"
+optional = false
+python-versions = ">=3.8"
+files = [
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-dill = ">=0.3.7"
+dill = ">=0.3.8"
 
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 name = "mypy"
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 setuptools = "*"
 
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-]
-
 [[package]]
 name = "numpy"
 version = "1.26.4"
@@ -1640,6 +1972,20 @@ files = [
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 ]
 
+[[package]]
+name = "pexpect"
+version = "4.9.0"
+description = "Pexpect allows easy control of interactive console applications."
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+ptyprocess = ">=0.5"
+
 [[package]]
 name = "pillow"
 version = "10.1.0"
@@ -1707,6 +2053,20 @@ files = [
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 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "pkginfo"
+version = "1.11.1"
+description = "Query metadata from sdists / bdists / installed packages."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.extras]
+testing = ["pytest", "pytest-cov", "wheel"]
+
 [[package]]
 name = "platformdirs"
 version = "3.11.0"
@@ -1737,6 +2097,69 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "poetry"
+version = "1.8.3"
+description = "Python dependency management and packaging made easy."
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
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+cleo = ">=2.1.0,<3.0.0"
+crashtest = ">=0.4.1,<0.5.0"
+dulwich = ">=0.21.2,<0.22.0"
+fastjsonschema = ">=2.18.0,<3.0.0"
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
+installer = ">=0.7.0,<0.8.0"
+keyring = ">=24.0.0,<25.0.0"
+packaging = ">=23.1"
+pexpect = ">=4.7.0,<5.0.0"
+pkginfo = ">=1.10,<2.0"
+platformdirs = ">=3.0.0,<5"
+poetry-core = "1.9.0"
+poetry-plugin-export = ">=1.6.0,<2.0.0"
+pyproject-hooks = ">=1.0.0,<2.0.0"
+requests = ">=2.26,<3.0"
+requests-toolbelt = ">=1.0.0,<2.0.0"
+shellingham = ">=1.5,<2.0"
+tomli = {version = ">=2.0.1,<3.0.0", markers = "python_version < \"3.11\""}
+tomlkit = ">=0.11.4,<1.0.0"
+trove-classifiers = ">=2022.5.19"
+virtualenv = ">=20.23.0,<21.0.0"
+xattr = {version = ">=1.0.0,<2.0.0", markers = "sys_platform == \"darwin\""}
+
+[[package]]
+name = "poetry-core"
+version = "1.9.0"
+description = "Poetry PEP 517 Build Backend"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
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+]
+
+[[package]]
+name = "poetry-plugin-export"
+version = "1.8.0"
+description = "Poetry plugin to export the dependencies to various formats"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
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+]
+
+[package.dependencies]
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+poetry-core = ">=1.7.0,<3.0.0"
+
 [[package]]
 name = "pre-commit"
 version = "2.21.0"
@@ -1755,54 +2178,76 @@ nodeenv = ">=0.11.1"
 pyyaml = ">=5.1"
 virtualenv = ">=20.10.0"
 
+[[package]]
+name = "ptyprocess"
+version = "0.7.0"
+description = "Run a subprocess in a pseudo terminal"
+optional = false
+python-versions = "*"
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 [package.dependencies]
 numpy = ">=1.16.6"
 
+[[package]]
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+version = "0.6"
+description = ""
+optional = false
+python-versions = ">=3.5"
+files = [
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+
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 version = "0.5.0"
@@ -1984,6 +2429,17 @@ files = [
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+[[package]]
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+optional = false
+python-versions = ">=3.7"
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+]
+
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 version = "7.4.3"
@@ -2056,6 +2512,17 @@ files = [
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 ]
 
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+optional = false
+python-versions = ">=3.6"
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+]
+
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 version = "6.0.1"
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+[package.extras]
+full = ["numpy"]
+
 [[package]]
 name = "regex"
 version = "2023.10.3"
@@ -2234,6 +2806,20 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "requests-toolbelt"
+version = "1.0.0"
+description = "A utility belt for advanced users of python-requests"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+
+[package.dependencies]
+requests = ">=2.0.1,<3.0.0"
+
 [[package]]
 name = "responses"
 version = "0.24.0"
@@ -2286,121 +2872,124 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
 
 [[package]]
 name = "safetensors"
-version = "0.4.0"
+version = "0.4.3"
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+
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 [package.extras]
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-docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
+docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
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 name = "tomli"
@@ -2747,6 +3364,17 @@ files = [
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 ]
 
+[[package]]
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+files = [
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+
 [[package]]
 name = "torch"
 version = "2.0.0"
@@ -2824,71 +3452,71 @@ telegram = ["requests"]
 
 [[package]]
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 [package.dependencies]
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-tokenizers = ">=0.14,<0.15"
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@@ -2927,6 +3555,17 @@ torch = "*"
 tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)"]
 tutorials = ["matplotlib", "pandas", "tabulate"]
 
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 test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 
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 [[package]]
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 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
 
+[[package]]
+name = "zipp"
+version = "3.19.2"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
+    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
+]
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "8a78f47e13a2daa32b100bea77bacb687cdcb23f203d282d3c04ab26c5c346af"
+content-hash = "2957c22e44a031ebb3672632d6f5324cf942e0140106f0fec9c56d5fd2124bec"
diff --git a/pyproject.toml b/pyproject.toml
index f8fc486..9ad39c5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,8 +17,8 @@ boto3 = "^1.26.153"
 aws-error-utils = "^2.7.0"
 moto = "^4.1.11"
 torch = "2.0.0"
-cpr-data-access = {git = "https://github.com/climatepolicyradar/data-access.git", tag = "0.4.0"}
 python-dotenv = "^1.0.1"
+cpr-sdk = "^1.1.6"
 
 [tool.poetry.dev-dependencies]
 black = "^22.1.0"
diff --git a/src/languages.py b/src/languages.py
index 821cbf5..bed757f 100644
--- a/src/languages.py
+++ b/src/languages.py
@@ -1,8 +1,9 @@
 import logging
 from typing import List
 
+from cpr_sdk.parser_models import ParserOutput
+
 from src import config
-from cpr_data_access.parser_models import ParserOutput
 
 logger = logging.getLogger(__name__)
 
diff --git a/src/test/conftest.py b/src/test/conftest.py
index e15e610..57eafc2 100644
--- a/src/test/conftest.py
+++ b/src/test/conftest.py
@@ -5,12 +5,11 @@
 import boto3
 import botocore.client
 import pytest
+from cpr_sdk.parser_models import HTMLData, ParserOutput
+from cpr_sdk.pipeline_general_models import BackendDocument
 from moto import mock_s3
 from pydantic import AnyHttpUrl
 
-from cpr_data_access.parser_models import ParserOutput, HTMLData
-from cpr_data_access.pipeline_general_models import BackendDocument
-
 from cli.test.conftest import get_html_text_block
 
 
diff --git a/src/test/test_languages.py b/src/test/test_languages.py
index 4a03f28..0c8dc7d 100644
--- a/src/test/test_languages.py
+++ b/src/test/test_languages.py
@@ -1,6 +1,7 @@
 from typing import List
 
-from cpr_data_access.parser_models import ParserOutput
+from cpr_sdk.parser_models import ParserOutput
+
 from src.languages import get_docs_of_supported_language
 
 # TODO test that the warning is logged if the document language is not supported by
diff --git a/src/test/test_utils.py b/src/test/test_utils.py
index 5059a7a..2b6d110 100644
--- a/src/test/test_utils.py
+++ b/src/test/test_utils.py
@@ -1,17 +1,17 @@
 from typing import Sequence
 
 import numpy as np
-from cpr_data_access.parser_models import BlockType, ParserOutput, PDFTextBlock
+from cpr_sdk.parser_models import BlockType, ParserOutput, PDFTextBlock
 
 from cli.test.conftest import test_pdf_file_json  # noqa: F401
 from src import config
 from src.ml import SBERTEncoder
 from src.utils import (
-    filter_on_block_type,
-    replace_text_blocks,
+    encode_parser_output,
     filter_blocks,
+    filter_on_block_type,
     get_ids_with_suffix,
-    encode_parser_output,
+    replace_text_blocks,
 )
 
 
diff --git a/src/utils.py b/src/utils.py
index a82acd7..fd9d45e 100644
--- a/src/utils.py
+++ b/src/utils.py
@@ -1,13 +1,12 @@
 import logging
 import os
 from pathlib import Path
-from typing import Optional, Tuple, Union, List, Set, Sequence
+from typing import List, Optional, Sequence, Set, Tuple, Union
 
 import numpy as np
+from cpr_sdk.parser_models import BlockType, ParserOutput, TextBlock
 
 from src import config
-
-from cpr_data_access.parser_models import ParserOutput, TextBlock, BlockType
 from src.ml import SentenceEncoder
 from src.s3 import get_s3_keys_with_prefix, s3_object_read_text