diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..b637c2e
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,11 @@
+exclude: (^.pixi/)
+repos:
+  - repo: local
+    hooks:
+      - id: ruff-format
+        name: Ruff format
+        entry: pixi run style
+        language: system
+        types_or: [python, pyi]
+        require_serial: true
+        stages: [pre-push, manual]
\ No newline at end of file
diff --git a/README.md b/README.md
index 2aaa184..ed9e67c 100644
--- a/README.md
+++ b/README.md
@@ -5,6 +5,12 @@ Standaard setup voor python-projects bij HHNK. In de repo staan een aantal voorb
 
 Onderstaand staat uitgewerkt welke software wordt gebruikt, hoe testen opgezet kunnen worden, projectopzet en meer.
 
+# Installatie
+Om deze repo goed neer te zetten moeten een aantal stappen worden genomen:
+- `git clone` -> Clone de repo
+- `pixi install` -> installeer de python environment (draai dit in de repo;`cd python-workflow-demo`)
+- `pixi run postinstall`
+
 # IDE
 Voor de developer environment zijn er veel opties, we gebruiken [Visual Studio Code](https://code.visualstudio.com/download). Dit biedt goede integratie van notebooks en tal van andere extensions. Uiteindelijk zal persoonlijke voorkeur ook meespelen in de keuze. Om samenwerking binnen het team te bevorderen maken we alleen gebruik van vs-code.
 
@@ -38,6 +44,7 @@ Bij een mamba installatie kan het zijn dat de mamba installer niet in het window
 
 # Env management
 Meerdere opties. Zelf zijn we over aan het gaan naar Pixi vanaf Mamba.
+Zie [pixi FAQ](https://pixi.sh/dev/misc/FAQ/) voor overview verschillende install methods.
 
 ### Conda
 
@@ -129,6 +136,12 @@ convention = "numpy"
 disable = ["W1203"]
 ```
 
+
+# Git Hooks
+We installeren Git Hooks om automatisch bepaalde controles te doen voordat we code naar GitHub mogen pushen. Installatie gaat mee met `pixi run postinstall` of kan achteraf bijgewerkt worden met `pixi run pre-commit-install`.
+
+De hooks staan in de `.pre-commit-config.yaml`. In deze repo wordt bij een Push naar de remote gecontrolleerd op formatting door Ruff.
+
 # Jupyter
 We gebruiken de python interactive window, zie https://code.visualstudio.com/docs/python/jupyter-support-py voor uitleg. Komt erop neer dat we geen `.ipynb` nodig hebben en alles in `.py` kunnen ontwikkelen door middel van code cells gescheiden door: `# %%`. Dit is voor versiebeheer een must omdat `.ipynb` veel andere dingen dan code opslaat. Mocht je nog in een [juypterlab](https://jupyter.org/) omgeving in de browser werken, dan is de [jupytext](https://jupytext.readthedocs.io/en/latest/) een oplossing.
 
diff --git a/bin/install_hrt.cmd b/bin/install_hrt.cmd
new file mode 100644
index 0000000..6cac2f5
--- /dev/null
+++ b/bin/install_hrt.cmd
@@ -0,0 +1,9 @@
+@ECHO OFF
+
+@REM IF NOT EXISTS "..\hhnk-theedi-tools"
+@REM htt = "pip install --no-build-isolation --no-deps --disable-pip-version-check -e ../hhnk-threedi-tools"
+
+IF NOT EXIST "..\hhnk-research-tools" (
+    git clone https://github.com/HHNK/hhnk-research-tools/ ..\hhnk-research-tools
+)
+pip install --no-deps -e ..\hhnk-research-tools
\ No newline at end of file
diff --git a/bin/install_htt.cmd b/bin/install_htt.cmd
new file mode 100644
index 0000000..1eb7659
--- /dev/null
+++ b/bin/install_htt.cmd
@@ -0,0 +1,7 @@
+@REM IF NOT EXISTS "..\hhnk-theedi-tools"
+@REM htt = "pip install --no-build-isolation --no-deps --disable-pip-version-check -e ../hhnk-threedi-tools"
+
+IF NOT EXIST "..\hhnk-threedi-tools" (
+    git clone https://github.com/threedi/hhnk-threedi-tools/ ..\hhnk-threedi-tools
+)
+pip install --no-build-isolation --no-deps --disable-pip-version-check -e ../hhnk-threedi-tools
\ No newline at end of file
diff --git a/pixi.lock b/pixi.lock
index a763d6e..74444e8 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -55,6 +55,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/cached_property-1.5.2-pyha770c72_1.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2025.1.31-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-1.17.1-py312h06ac9bb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cfgv-3.3.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.1.8-pyh707e725_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-plugins-1.1.1-pyhd8ed1ab_1.conda
@@ -72,11 +73,13 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.13-py312h2ec8cdc_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/defusedxml-0.7.1-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/distlib-0.3.9-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/docutils-0.21.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/et_xmlfile-2.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.2.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.1.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/expat-2.6.4-h5888daf_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.18.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fiona-1.10.1-py312h02b19dd_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/folium-0.19.5-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.56.0-py312h178313f_0.conda
@@ -100,6 +103,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-75.1-he02047a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/id-1.5.0-pyh29332c3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/identify-2.6.10-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.10-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib_resources-6.5.2-pyhd8ed1ab_0.conda
@@ -225,6 +229,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.4.2-pyh267e887_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nh3-0.2.21-py39h77e2912_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nlohmann_json-3.11.3-he02047a_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/nodeenv-1.9.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/notebook-shim-0.2.4-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py312heda63a1_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openjpeg-2.5.3-h5fbd93e_0.conda
@@ -245,6 +250,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/pkgutil-resolve-name-1.3.10-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.3.6-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.5.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pre-commit-4.2.0-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/proj-9.6.0-h0054346_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/prometheus-cpp-1.3.0-ha5d0236_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prometheus_client-0.21.1-pyhd8ed1ab_0.conda
@@ -320,11 +326,13 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.12.2-pyha770c72_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_utils-0.1.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025a-h78e105d_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ukkonen-1.0.1-py312h68727a3_5.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/unicodedata2-16.0.0-py312h66e93f0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/unixodbc-2.3.12-h661eb56_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uri-template-1.3.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/uriparser-0.9.8-hac33072_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-1.26.19-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/virtualenv-20.31.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.2.13-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/webcolors-24.11.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/webencodings-0.5.1-pyhd8ed1ab_3.conda
@@ -416,6 +424,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/cached_property-1.5.2-pyha770c72_1.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2025.1.31-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/cffi-1.17.1-py312h4389bb4_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cfgv-3.3.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.1.8-pyh7428d3b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-plugins-1.1.1-pyhd8ed1ab_1.conda
@@ -432,10 +441,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/win-64/debugpy-1.8.13-py312h275cf98_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/defusedxml-0.7.1-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/distlib-0.3.9-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/docutils-0.21.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/et_xmlfile-2.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.2.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.1.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.18.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/fiona-1.10.1-py312h6e88f47_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/folium-0.19.5-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/fonttools-4.56.0-py312h31fea79_0.conda
@@ -454,6 +465,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/httpx-0.28.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/id-1.5.0-pyh29332c3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/identify-2.6.10-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.10-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib_resources-6.5.2-pyhd8ed1ab_0.conda
@@ -562,6 +574,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/nest-asyncio-1.6.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.4.2-pyh267e887_2.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/nh3-0.2.21-py39he870945_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/nodeenv-1.9.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/notebook-shim-0.2.4-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/numpy-1.26.4-py312h8753938_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/openjpeg-2.5.3-h4d64b90_0.conda
@@ -581,6 +594,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/pkgutil-resolve-name-1.3.10-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.3.6-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.5.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pre-commit-4.2.0-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/proj-9.6.0-h4f671f6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prometheus_client-0.21.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.50-pyha770c72_0.conda
@@ -656,12 +670,14 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_utils-0.1.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025a-h78e105d_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/ucrt-10.0.22621.0-h57928b3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/ukkonen-1.0.1-py312hd5eb7cc_5.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/unicodedata2-16.0.0-py312h4389bb4_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uri-template-1.3.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/uriparser-0.9.8-h5a68840_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-1.26.19-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/vc-14.3-hbf610ac_24.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/vc14_runtime-14.42.34438-hfd919c2_24.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/virtualenv-20.31.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/vs2015_runtime-14.42.34438-h7142326_24.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.2.13-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/webcolors-24.11.1-pyhd8ed1ab_0.conda
@@ -752,6 +768,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2025.1.31-hbcca054_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2025.1.31-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-1.17.1-py312h06ac9bb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cfgv-3.3.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.1.8-pyh707e725_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-plugins-1.1.1-pyhd8ed1ab_1.conda
@@ -762,8 +779,10 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cryptography-44.0.2-py312hda17c39_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cycler-0.12.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/dav1d-1.2.1-hd590300_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/distlib-0.3.9-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/et_xmlfile-2.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.2.2-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.18.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fiona-1.10.1-py312h02b19dd_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/folium-0.19.5-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.56.0-py312h178313f_0.conda
@@ -779,6 +798,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/glog-0.7.1-hbabe93e_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gtest-1.16.0-h84d6215_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-75.1-he02047a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/identify-2.6.10-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.10-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhd8ed1ab_0.conda
@@ -862,6 +882,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.4.2-pyh267e887_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nlohmann_json-3.11.3-he02047a_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/nodeenv-1.9.1-pyhd8ed1ab_1.conda
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+- conda: https://conda.anaconda.org/conda-forge/noarch/nodeenv-1.9.1-pyhd8ed1ab_1.conda
+  sha256: 3636eec0e60466a00069b47ce94b6d88b01419b6577d8e393da44bb5bc8d3468
+  md5: 7ba3f09fceae6a120d664217e58fe686
+  depends:
+  - python >=3.9
+  - setuptools
+  license: BSD-3-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/nodeenv?source=hash-mapping
+  size: 34574
+  timestamp: 1734112236147
 - conda: https://conda.anaconda.org/conda-forge/noarch/notebook-shim-0.2.4-pyhd8ed1ab_1.conda
   sha256: 7b920e46b9f7a2d2aa6434222e5c8d739021dbc5cc75f32d124a8191d86f9056
   md5: e7f89ea5f7ea9401642758ff50a2d9c1
@@ -6445,6 +6539,18 @@ packages:
   - pkg:pypi/platformdirs?source=hash-mapping
   size: 20448
   timestamp: 1733232756001
+- conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.3.8-pyhe01879c_0.conda
+  sha256: 0f48999a28019c329cd3f6fd2f01f09fc32cc832f7d6bbe38087ddac858feaa3
+  md5: 424844562f5d337077b445ec6b1398a7
+  depends:
+  - python >=3.9
+  - python
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/platformdirs?source=compressed-mapping
+  size: 23531
+  timestamp: 1746710438805
 - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.5.0-pyhd8ed1ab_1.conda
   sha256: 122433fc5318816b8c69283aaf267c73d87aa2d09ce39f64c9805c9a3b264819
   md5: e9dcbce5f45f9ee500e728ae58b605b6
@@ -6456,6 +6562,22 @@ packages:
   - pkg:pypi/pluggy?source=hash-mapping
   size: 23595
   timestamp: 1733222855563
+- conda: https://conda.anaconda.org/conda-forge/noarch/pre-commit-4.2.0-pyha770c72_0.conda
+  sha256: d0bd8cce5f31ae940934feedec107480c00f67e881bf7db9d50c6fc0216a2ee0
+  md5: 17e487cc8b5507cd3abc09398cf27949
+  depends:
+  - cfgv >=2.0.0
+  - identify >=1.0.0
+  - nodeenv >=0.11.1
+  - python >=3.9
+  - pyyaml >=5.1
+  - virtualenv >=20.10.0
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/pre-commit?source=hash-mapping
+  size: 195854
+  timestamp: 1742475656293
 - conda: https://conda.anaconda.org/conda-forge/linux-64/proj-9.6.0-h0054346_0.conda
   sha256: a9d62fd7fcb3cda36243754f34aee73771500cfc9e81c74d18d90122cb92f214
   md5: c2ad1b40a59bb94a629a812c656973e1
@@ -8327,6 +8449,38 @@ packages:
   purls: []
   size: 559710
   timestamp: 1728377334097
+- conda: https://conda.anaconda.org/conda-forge/linux-64/ukkonen-1.0.1-py312h68727a3_5.conda
+  sha256: 9fb020083a7f4fee41f6ece0f4840f59739b3e249f157c8a407bb374ffb733b5
+  md5: f9664ee31aed96c85b7319ab0a693341
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - cffi
+  - libgcc >=13
+  - libstdcxx >=13
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/ukkonen?source=hash-mapping
+  size: 13904
+  timestamp: 1725784191021
+- conda: https://conda.anaconda.org/conda-forge/win-64/ukkonen-1.0.1-py312hd5eb7cc_5.conda
+  sha256: f1944f3d9645a6fa2770966ff010791136e7ce0eaa0c751822b812ac04fee7d6
+  md5: d8c5ef1991a5121de95ea8e44c34e13a
+  depends:
+  - cffi
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/ukkonen?source=hash-mapping
+  size: 17213
+  timestamp: 1725784449622
 - conda: https://conda.anaconda.org/conda-forge/linux-64/unicodedata2-16.0.0-py312h66e93f0_0.conda
   sha256: 638916105a836973593547ba5cf4891d1f2cb82d1cf14354fcef93fd5b941cdc
   md5: 617f5d608ff8c28ad546e5d9671cbb95
@@ -8439,6 +8593,20 @@ packages:
   purls: []
   size: 751362
   timestamp: 1741043402335
+- conda: https://conda.anaconda.org/conda-forge/noarch/virtualenv-20.31.2-pyhd8ed1ab_0.conda
+  sha256: 763dc774200b2eebdf5437b112834c5455a1dd1c9b605340696950277ff36729
+  md5: c0600c1b374efa7a1ff444befee108ca
+  depends:
+  - distlib >=0.3.7,<1
+  - filelock >=3.12.2,<4
+  - platformdirs >=3.9.1,<5
+  - python >=3.9
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/virtualenv?source=hash-mapping
+  size: 4133755
+  timestamp: 1746781585998
 - conda: https://conda.anaconda.org/conda-forge/win-64/vs2015_runtime-14.42.34438-h7142326_24.conda
   sha256: a7104d3d605d191c8ee8d85d4175df3630d61830583494a5d1e62cd9f1260420
   md5: 1dd2e838eb13190ae1f1e2760c036fdc
diff --git a/pixi.toml b/pixi.toml
index 177afc4..0be5092 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -13,10 +13,12 @@ style = {depends-on = ["sort_imports", "fmt"]} # `pixi run style`
 
 lab = "jupyter lab"
 
-htt = "pip install --no-build-isolation --no-deps --disable-pip-version-check -e ../hhnk-threedi-tools"
-hrt = "pip install --no-deps -e ../hhnk-research-tools"
-postinstall = { depends-on = ["htt", "hrt"] }
+htt-install = "bin/install_htt.cmd"
+hrt-install = "bin/install_hrt.cmd"
+pre-commit-install = "pre-commit install --install-hooks -t=pre-push" #-t=pre-commit
+postinstall = { depends-on = ["htt-install", "hrt-install", "pre-commit-install"] }
 
+pre-commit-run = "pre-commit run --all-files"
 
 #Starting vs code using vs-code.cmd (pixi run code)
 code = "code"
@@ -48,6 +50,7 @@ gdal = "*"
 urllib3 = "<2.0" #threedi-api-client
 pytest = "*"
 pytest-cov = "*"
+pre-commit = "*"
 
 [pypi-dependencies]
 python-dotenv = "*"