From 76723e0711ffa5629f574cc3039ac1ff0effea6e Mon Sep 17 00:00:00 2001
From: Frithjof <fg14@illinois.edu>
Date: Fri, 12 Jan 2024 14:58:27 -0600
Subject: [PATCH] Use hashing based caching for mechanism compilation (#73)

---
 docs/MiV-Simulator-Cases            |    2 +-
 poetry.lock                         | 1252 +++++++++++++++------------
 src/miv_simulator/mechanisms.py     |  107 ++-
 tests/mechanisms/test_mechanisms.py |    2 +-
 4 files changed, 771 insertions(+), 592 deletions(-)

diff --git a/docs/MiV-Simulator-Cases b/docs/MiV-Simulator-Cases
index bb5c251..8261393 160000
--- a/docs/MiV-Simulator-Cases
+++ b/docs/MiV-Simulator-Cases
@@ -1 +1 @@
-Subproject commit bb5c251229fec4b6ee3dbcc11d49352eb4ef5a92
+Subproject commit 82613930fb3669fd90f6a1da7941e26b3ef55e9c
diff --git a/poetry.lock b/poetry.lock
index 7c51539..dabd69e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -188,16 +188,28 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "cerberus"
+version = "1.3.5"
+description = "Lightweight, extensible schema and data validation tool for Pythondictionaries."
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "Cerberus-1.3.5-py3-none-any.whl", hash = "sha256:7649a5815024d18eb7c6aa5e7a95355c649a53aacfc9b050e9d0bf6bfa2af372"},
+    {file = "Cerberus-1.3.5.tar.gz", hash = "sha256:81011e10266ef71b6ec6d50e60171258a5b134d69f8fb387d16e4936d0d47642"},
+]
+
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
-    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
+    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
 ]
 
 [[package]]
@@ -686,6 +698,17 @@ files = [
     {file = "distlib-0.3.7.tar.gz", hash = "sha256:9dafe54b34a028eafd95039d5e5d4851a13734540f1331060d31c9916e7147a8"},
 ]
 
+[[package]]
+name = "docopt"
+version = "0.6.2"
+description = "Pythonic argument parser, that will make you smile"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"},
+]
+
 [[package]]
 name = "docutils"
 version = "0.19"
@@ -700,14 +723,14 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.3"
+version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.1.3-py3-none-any.whl", hash = "sha256:343280667a4585d195ca1cf9cef84a4e178c4b6cf2274caef9859782b567d5e3"},
-    {file = "exceptiongroup-1.1.3.tar.gz", hash = "sha256:097acd85d473d75af5bb98e41b61ff7fe35efe6675e4f9370ec6ec5126d160e9"},
+    {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
+    {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
 ]
 
 [package.extras]
@@ -762,54 +785,54 @@ typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "fonttools"
-version = "4.44.1"
+version = "4.46.0"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "fonttools-4.44.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:02939e423540e05843a5c2b84704f45d307144f761a42a299d9b0b481e497225"},
-    {file = "fonttools-4.44.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40d96cc1395dbf82dedfd4eb127d320004088df6007383c25db676e5f42fe414"},
-    {file = "fonttools-4.44.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aff3c12fba2525e5b7f7ba73fab10ddac386f8019b6cf2b8701239cf9f3e2a8a"},
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 ]
 
 [package.extras]
@@ -948,14 +972,14 @@ numpy = ">=1.17.3"
 
 [[package]]
 name = "identify"
-version = "2.5.31"
+version = "2.5.33"
 description = "File identification library for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.31-py2.py3-none-any.whl", hash = "sha256:90199cb9e7bd3c5407a9b7e81b4abec4bb9d249991c79439ec8af740afc6293d"},
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+    {file = "identify-2.5.33-py2.py3-none-any.whl", hash = "sha256:d40ce5fcd762817627670da8a7d8d8e65f24342d14539c59488dc603bf662e34"},
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 ]
 
 [package.extras]
@@ -963,14 +987,14 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
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-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
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+    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
 [[package]]
@@ -987,21 +1011,21 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "6.8.0"
+version = "7.0.0"
 description = "Read metadata from Python packages"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
 testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
@@ -1038,14 +1062,14 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.26.0"
+version = "6.27.1"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "ipykernel-6.26.0.tar.gz", hash = "sha256:553856658eb8430bbe9653ea041a41bff63e9606fc4628873fc92a6cf3abd404"},
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 ]
 
 [package.dependencies]
@@ -1072,25 +1096,24 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.17.2"
+version = "8.18.1"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
+prompt-toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
@@ -1111,24 +1134,25 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pa
 
 [[package]]
 name = "isort"
-version = "5.12.0"
+version = "5.13.0"
 description = "A Python utility / library to sort Python imports."
 category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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+    {file = "isort-5.13.0.tar.gz", hash = "sha256:d67f78c6a1715f224cca46b29d740037bdb6eea15323a133e897cda15876147b"},
 ]
 
 [package.dependencies]
-colorama = {version = ">=0.4.3", optional = true, markers = "extra == \"colors\""}
+colorama = {version = ">=0.4.6", optional = true, markers = "extra == \"colors\""}
+pip-api = "*"
+pipreqs = "*"
+requirementslib = "*"
 
 [package.extras]
-colors = ["colorama (>=0.4.3)"]
-pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
+colors = ["colorama (>=0.4.6)"]
 plugins = ["setuptools"]
-requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "jedi"
@@ -1170,14 +1194,14 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.19.2"
+version = "4.20.0"
 description = "An implementation of JSON Schema validation for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1192,14 +1216,14 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.11.1"
+version = "2023.11.2"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1535,40 +1559,40 @@ files = [
 
 [[package]]
 name = "matplotlib"
-version = "3.8.1"
+version = "3.8.2"
 description = "Python plotting package"
 category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -2039,26 +2063,41 @@ testing = ["docopt", "pytest (<6.0.0)"]
 
 [[package]]
 name = "pathspec"
-version = "0.11.2"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
+[[package]]
+name = "pep517"
+version = "0.13.1"
+description = "Wrappers to build Python packages using PEP 517 hooks"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
+[package.dependencies]
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "pexpect"
-version = "4.8.0"
+version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -2132,22 +2171,85 @@ files = [
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 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "pip"
+version = "23.3.1"
+description = "The PyPA recommended tool for installing Python packages."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "pip-23.3.1.tar.gz", hash = "sha256:1fcaa041308d01f14575f6d0d2ea4b75a3e2871fe4f9c694976f908768e14174"},
+]
+
+[[package]]
+name = "pip-api"
+version = "0.0.30"
+description = "An unofficial, importable pip API"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+pip = "*"
+
+[[package]]
+name = "pipreqs"
+version = "0.4.13"
+description = "Pip requirements.txt generator based on imports in project"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+docopt = "*"
+yarg = "*"
+
 [[package]]
 name = "platformdirs"
-version = "3.11.0"
+version = "4.1.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "platformdirs-4.1.0.tar.gz", hash = "sha256:906d548203468492d432bcb294d4bc2fff751bf84971fbb2c10918cc206ee420"},
 ]
 
 [package.extras]
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 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
+[[package]]
+name = "plette"
+version = "0.4.4"
+description = "Structured Pipfile and Pipfile.lock models."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "plette-0.4.4.tar.gz", hash = "sha256:06b8c09eb90293ad0b8101cb5c95c4ea53e9b2b582901845d0904ff02d237454"},
+]
+
+[package.dependencies]
+cerberus = {version = "*", optional = true, markers = "extra == \"validation\""}
+tomlkit = "*"
+
+[package.extras]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+validation = ["cerberus"]
+
 [[package]]
 name = "pluggy"
 version = "1.3.0"
@@ -2280,19 +2382,19 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.5.0"
+version = "2.5.2"
 description = "Data validation using Python type hints"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "pydantic-2.5.2-py3-none-any.whl", hash = "sha256:80c50fb8e3dcecfddae1adbcc00ec5822918490c99ab31f6cf6140ca1c1429f0"},
+    {file = "pydantic-2.5.2.tar.gz", hash = "sha256:ff177ba64c6faf73d7afa2e8cad38fd456c0dbe01c9954e71038001cd15a6edd"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.4.0"
-pydantic-core = "2.14.1"
+pydantic-core = "2.14.5"
 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -2300,113 +2402,117 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.14.1"
+version = "2.14.5"
 description = ""
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3058,18 +3193,18 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
 
 [[package]]
 name = "setuptools"
-version = "68.2.2"
+version = "69.0.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
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 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
@@ -3167,14 +3302,14 @@ type-comment = ["typed-ast (>=1.5.4)"]
 
 [[package]]
 name = "sphinx-click"
-version = "5.0.1"
+version = "5.1.0"
 description = "Sphinx extension that automatically documents click applications"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3520,51 +3655,51 @@ files = [
 
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 name = "tornado"
-version = "6.3.3"
+version = "6.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 category = "dev"
 optional = false
 python-versions = ">= 3.8"
 files = [
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 ]
 
 [[package]]
 name = "traitlets"
-version = "5.13.0"
+version = "5.14.0"
 description = "Traitlets Python configuration system"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.6.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.8.0"
+version = "4.9.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -3586,20 +3721,20 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.24.6"
+version = "20.25.0"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "virtualenv-20.25.0-py3-none-any.whl", hash = "sha256:4238949c5ffe6876362d9c0180fc6c3a824a7b12b80604eeb8085f2ed7460de3"},
+    {file = "virtualenv-20.25.0.tar.gz", hash = "sha256:bf51c0d9c7dd63ea8e44086fa1e4fb1093a31e963b86959257378aef020e1f1b"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.7,<1"
 filelock = ">=3.12.2,<4"
-platformdirs = ">=3.9.1,<4"
+platformdirs = ">=3.9.1,<5"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
@@ -3607,26 +3742,26 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 
 [[package]]
 name = "wcwidth"
-version = "0.2.10"
+version = "0.2.12"
 description = "Measures the displayed width of unicode strings in a terminal"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "wcwidth-0.2.12.tar.gz", hash = "sha256:f01c104efdf57971bcb756f054dd58ddec5204dd15fa31d6503ea57947d97c02"},
 ]
 
 [[package]]
 name = "wheel"
-version = "0.41.3"
+version = "0.42.0"
 description = "A built-package format for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "wheel-0.41.3-py3-none-any.whl", hash = "sha256:488609bc63a29322326e05560731bf7bfea8e48ad646e1f5e40d366607de0942"},
-    {file = "wheel-0.41.3.tar.gz", hash = "sha256:4d4987ce51a49370ea65c0bfd2234e8ce80a12780820d9dc462597a6e60d0841"},
+    {file = "wheel-0.42.0-py3-none-any.whl", hash = "sha256:177f9c9b0d45c47873b619f5b650346d632cdc35fb5e4d25058e09c9e581433d"},
+    {file = "wheel-0.42.0.tar.gz", hash = "sha256:c45be39f7882c9d34243236f2d63cbd58039e360f85d0913425fbd7ceea617a8"},
 ]
 
 [package.extras]
@@ -3712,6 +3847,21 @@ files = [
     {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
 ]
 
+[[package]]
+name = "yarg"
+version = "0.1.9"
+description = "A semi hard Cornish cheese, also queries PyPI (PyPI client)"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "yarg-0.1.9-py2.py3-none-any.whl", hash = "sha256:4f9cebdc00fac946c9bf2783d634e538a71c7d280a4d806d45fd4dc0ef441492"},
+    {file = "yarg-0.1.9.tar.gz", hash = "sha256:55695bf4d1e3e7f756496c36a69ba32c40d18f821e38f61d028f6049e5e15911"},
+]
+
+[package.dependencies]
+requests = "*"
+
 [[package]]
 name = "zipp"
 version = "3.17.0"
diff --git a/src/miv_simulator/mechanisms.py b/src/miv_simulator/mechanisms.py
index b656cdf..810ce3d 100644
--- a/src/miv_simulator/mechanisms.py
+++ b/src/miv_simulator/mechanisms.py
@@ -5,50 +5,87 @@
 import subprocess
 from mpi4py import MPI
 from neuron import h
+import hashlib
 
 if hasattr(h, "nrnmpi_init"):
     h.nrnmpi_init()
 
-from typing import Optional
 
-
-def compile(directory: str = "./mechanisms", force: bool = False) -> str:
+def compile(
+    source: str = "./mechanisms",
+    output_path: str = "${source}/compiled",
+    force: bool = False,
+    recursive: bool = True,
+    return_hash: bool = False,
+) -> str:
     """
     Compile NEURON NMODL files
 
     Parameters
     ----------
-    directory:
+    source:
         Directory for the mechanism source files. Defaults to ./mechanisms
-    force : bool
-        Force recompile
+    output_path:
+        Target directory. Defaults to `${source}/compiled`
+    force:
+        If True, recompile even if source is unchanged
+    recursive:
+        If True, subdirectories are included
+    return_hash:
+        If True, only the compilation hash is being returned
 
     Returns
     -------
     str: compilation path
     """
-    src = os.path.abspath(directory)
+    src = os.path.abspath(source)
+    output_path = os.path.abspath(output_path.replace("${source}", source))
 
     if not os.path.isdir(src):
         raise FileNotFoundError(f"Mechanism directory does not exists at {src}")
 
+    # compute mechanism hash
+    hash_object = hashlib.sha256()
+    file_data = {}
+    if recursive:
+        mod_files = glob(os.path.join(src, "**/*.mod"), recursive=True)
+    else:
+        mod_files = glob(os.path.join(src, "*.mod"))
+    for m in mod_files:
+        with open(m, "r") as fm:
+            data = fm.read()
+            hash_object.update(data.encode())
+            file_data[m] = data
+    hex_dig = hash_object.hexdigest()
+
+    compiled = os.path.join(output_path, hex_dig)
+
     # attempt to automatically compile
-    compiled = os.path.join(src, "compiled")
     if force and os.path.isdir(compiled):
         # remove compiled directory
         shutil.rmtree(compiled)
     if not os.path.isdir(compiled):
-        print("Attempting to compile *.mod files via nrnivmodl")
-        # move into compiled directory
-        os.makedirs(compiled)
-        for m in glob(os.path.join(src, "**/*.mod"), recursive=True):
-            shutil.copyfile(m, os.path.join(compiled, os.path.basename(m)))
-        # compile
         if not shutil.which("nrnivmodl"):
             raise ModuleNotFoundError(
                 "nrnivmodl not found. Did you add it to the PATH?"
             )
-        subprocess.run(["nrnivmodl"], cwd=compiled)
+
+        try:
+            print("Compiling *.mod files via nrnivmodl")
+            os.makedirs(compiled)
+            for m, data in file_data.items():
+                with open(
+                    os.path.join(compiled, os.path.basename(m)), "w"
+                ) as f:
+                    f.write(data)
+
+            subprocess.run(["nrnivmodl"], cwd=compiled, check=True)
+        except subprocess.CalledProcessError:
+            print("Compilation failed, reverting ...")
+            shutil.rmtree(compiled, ignore_errors=True)
+
+    if return_hash:
+        return hex_dig
 
     return compiled
 
@@ -56,7 +93,7 @@ def compile(directory: str = "./mechanisms", force: bool = False) -> str:
 _loaded = {}
 
 
-def load(directory: str = "./mechanisms", force: bool = False) -> str:
+def load(directory: str, force: bool = False) -> str:
     """
     Load the output DLL file into NEURON.
     """
@@ -64,13 +101,12 @@ def load(directory: str = "./mechanisms", force: bool = False) -> str:
         # already loaded
         return _loaded[directory]
 
-    src = os.path.abspath(directory)
-    compiled = os.path.join(src, "compiled")
+    dll_path = os.path.join(
+        os.path.abspath(directory), "x86_64", ".libs", "libnrnmech.so"
+    )
+    if not os.path.exists(dll_path):
+        raise FileNotFoundError(f"{dll_path} does not exists.")
 
-    dll_path = os.path.join(compiled, "x86_64", ".libs", "libnrnmech.so")
-    assert os.path.exists(
-        dll_path
-    ), f"libnrnmech.so file is not found properly. {dll_path}"
     h(f'nrn_load_dll("{dll_path}")')
 
     _loaded[directory] = dll_path
@@ -79,28 +115,21 @@ def load(directory: str = "./mechanisms", force: bool = False) -> str:
 
 
 def compile_and_load(
-    directory: str = "./mechanisms", force: bool = False
+    directory: str = "./mechanisms",
+    output_path: str = "${source}/compiled",
+    force: bool = False,
+    recursive: bool = True,
+    comm: MPI.Intracomm = MPI.COMM_WORLD,
 ) -> str:
     """
     Compile mechanism file on the processor 0, and load the output DLL file into NEURON.
-
-    WARNING: The used MPI barriers might cause trouble if this
-             function is called within an MPI process.
     """
-    if not force and directory in _loaded:
-        # already loaded
-        return _loaded[directory]
-
-    comm = MPI.COMM_WORLD
     rank = comm.rank
-
-    subcomm = comm.Split(color=rank == 0, key=rank)
-
     if rank == 0:
-        src = compile(directory, force)
+        compiled = compile(directory, output_path, force, recursive)
     else:
-        src = None
-    subcomm.barrier()
-    src = subcomm.bcast(src, root=0)
+        compiled = None
+    comm.barrier()
+    compiled = comm.bcast(compiled, root=0)
 
-    return load(directory, force)
+    return load(compiled)
diff --git a/tests/mechanisms/test_mechanisms.py b/tests/mechanisms/test_mechanisms.py
index 39a7121..b2192e8 100644
--- a/tests/mechanisms/test_mechanisms.py
+++ b/tests/mechanisms/test_mechanisms.py
@@ -20,7 +20,7 @@ def test_mechanisms_compile(tmp_path):
     assert os.path.isdir(compile(d))
     # compile with -force
     compiled_path = compile(d, force=True)
-    assert os.path.basename(compiled_path) == "compiled"
+    assert len(os.path.basename(compiled_path)) == 64
 
 
 def test_mechanisms_compile_and_load(tmp_path):