Support for Windows

* Improved windows support by adding environment_wds.yml file and removing unix-specific `resource` package

* Added .idea folder to gitignore

* Remove unnecessary comments

---------

Co-authored-by: Marco Heyden <heyden@i40pool.ipd.kit.edu>

.gitignore

@@ -1,3 +1,6 @@
+# PyCharm
+.idea/
+
 # Byte-compiled / optimized / DLL files
 __pycache__/
 *.py[cod]

environment_wds.yml

@@ -0,0 +1,152 @@
+name: MOABridge
+channels:
+  - conda-forge
+  - https://conda.anaconda.org/conda-forge/
+  - defaults
+dependencies:
+  - appnope=0.1.3=pyhd8ed1ab_0
+  - argon2-cffi-bindings=21.2.0=py39ha55989b_4
+  - bzip2=1.0.8=hcfcfb64_5
+  - ca-certificates=2023.11.17=h56e8100_0
+  - cffi=1.16.0=py39ha55989b_0
+  - exceptiongroup=1.2.0=pyhd8ed1ab_0
+  - idna=3.6=pyhd8ed1ab_0
+  - libcxx=7.0.0=h1ad3211_1002
+  - libffi=3.4.2=h8ffe710_5
+  - libsqlite=3.44.2=hcfcfb64_0
+  - libzlib=1.2.13=hcfcfb64_5
+  - llvm-meta=7.0.0=0
+  - openssl=3.2.0=hcfcfb64_1
+  - pip=23.3.2=pyhd8ed1ab_0
+  - pycparser=2.21=pyhd8ed1ab_0
+  - python=3.9.18=h4de0772_1_cpython
+  - python-dateutil=2.8.2=pyhd8ed1ab_0
+  - python_abi=3.9=4_cp39
+  - setuptools=69.0.3=pyhd8ed1ab_0
+  - six=1.16.0=pyh6c4a22f_0
+  - sniffio=1.3.0=pyhd8ed1ab_0
+  - sqlite=3.44.2=hcfcfb64_0
+  - tk=8.6.13=h5226925_1
+  - typing-extensions=4.9.0=hd8ed1ab_0
+  - typing_extensions=4.9.0=pyha770c72_0
+  - ucrt=10.0.22621.0=h57928b3_0
+  - vc=14.3=hcf57466_18
+  - vc14_runtime=14.38.33130=h82b7239_18
+  - vs2015_runtime=14.38.33130=hcb4865c_18
+  - wheel=0.42.0=pyhd8ed1ab_0
+  - xz=5.2.6=h8d14728_0
+  - zlib=1.2.13=hcfcfb64_5
+  - pip:
+    - anyio==4.2.0
+    - argon2-cffi==23.1.0
+    - arrow==1.3.0
+    - asttokens==2.4.1
+    - async-lru==2.0.4
+    - attrs==23.2.0
+    - babel==2.14.0
+    - backcall==0.2.0
+    - beautifulsoup4==4.12.2
+    - bleach==6.1.0
+    - certifi==2023.11.17
+    - charset-normalizer==3.3.2
+    - colorama==0.4.6
+    - comm==0.2.1
+    - contourpy==1.2.0
+    - cycler==0.12.1
+    - debugpy==1.8.0
+    - decorator==5.1.1
+    - defusedxml==0.7.1
+    - executing==2.0.1
+    - fastjsonschema==2.19.1
+    - filelock==3.13.1
+    - fonttools==4.47.0
+    - fqdn==1.5.1
+    - gdown==4.7.1
+    - importlib-metadata==7.0.1
+    - importlib-resources==6.1.1
+    - iniconfig==2.0.0
+    - ipykernel==6.28.0
+    - ipython==8.18.1
+    - ipywidgets==8.1.1
+    - isoduration==20.11.0
+    - jedi==0.19.1
+    - jinja2==3.1.2
+    - jpype1==1.5.0
+    - json5==0.9.14
+    - jsonpointer==2.4
+    - jsonschema==4.20.0
+    - jsonschema-specifications==2023.12.1
+    - jupyter==1.0.0
+    - jupyter-client==8.6.0
+    - jupyter-console==6.6.3
+    - jupyter-core==5.7.0
+    - jupyter-events==0.9.0
+    - jupyter-lsp==2.2.1
+    - jupyter-server==2.12.2
+    - jupyter-server-terminals==0.5.1
+    - jupyterlab==4.0.10
+    - jupyterlab-pygments==0.3.0
+    - jupyterlab-server==2.25.2
+    - jupyterlab-widgets==3.0.9
+    - kiwisolver==1.4.5
+    - markupsafe==2.1.3
+    - matplotlib==3.8.2
+    - matplotlib-inline==0.1.6
+    - mistune==3.0.2
+    - nbclient==0.9.0
+    - nbconvert==7.14.0
+    - nbformat==5.9.2
+    - nest-asyncio==1.5.8
+    - notebook==7.0.6
+    - notebook-shim==0.2.3
+    - numpy==1.26.3
+    - overrides==7.4.0
+    - packaging==23.2
+    - pandas==2.1.4
+    - pandocfilters==1.5.0
+    - parso==0.8.3
+    - pillow==10.2.0
+    - platformdirs==4.1.0
+    - pluggy==1.3.0
+    - prometheus-client==0.19.0
+    - prompt-toolkit==3.0.43
+    - psutil==5.9.7
+    - pure-eval==0.2.2
+    - pygments==2.17.2
+    - pyparsing==3.1.1
+    - pysocks==1.7.1
+    - python-json-logger==2.0.7
+    - pytz==2023.3.post1
+    - pywin32==306
+    - pywinpty==2.0.12
+    - pyyaml==6.0.1
+    - pyzmq==25.1.2
+    - qtconsole==5.5.1
+    - qtpy==2.4.1
+    - referencing==0.32.1
+    - requests==2.31.0
+    - rfc3339-validator==0.1.4
+    - rfc3986-validator==0.1.1
+    - river==0.21.0
+    - rpds-py==0.16.2
+    - scipy==1.11.4
+    - send2trash==1.8.2
+    - soupsieve==2.5
+    - stack-data==0.6.3
+    - terminado==0.18.0
+    - tinycss2==1.2.1
+    - tomli==2.0.1
+    - tornado==6.4
+    - tqdm==4.66.1
+    - traitlets==5.14.1
+    - types-python-dateutil==2.8.19.20240106
+    - tzdata==2023.4
+    - uri-template==1.3.0
+    - urllib3==2.1.0
+    - wcwidth==0.2.13
+    - webcolors==1.13
+    - webencodings==0.5.1
+    - websocket-client==1.7.0
+    - widgetsnbextension==4.0.9
+    - zipp==3.17.0
+prefix: C:\Users\heyden\Miniconda3\envs\MOABridge

evaluation.py

@@ -7,7 +7,6 @@
 import numpy as np
 import time
 import datetime as dt
-import resource
 import os
 import random
 
@@ -284,14 +283,14 @@ def __init__(self, schema=None, window_size=1000):
 ## Functions to measure runtime
 def start_time_measuring(): 
     start_wallclock_time = time.time()
-    start_cpu_time = resource.getrusage(resource.RUSAGE_SELF).ru_utime + resource.getrusage(resource.RUSAGE_SELF).ru_stime
+    start_cpu_time = time.process_time()
 
     return start_wallclock_time, start_cpu_time
 
 def stop_time_measuring(start_wallclock_time, start_cpu_time):
     # Stop measuring time
     end_wallclock_time = time.time()
-    end_cpu_time = resource.getrusage(resource.RUSAGE_SELF).ru_utime + resource.getrusage(resource.RUSAGE_SELF).ru_stime
+    end_cpu_time = time.process_time()
 
     # Calculate and print the elapsed time and CPU times
     elapsed_wallclock_time = end_wallclock_time - start_wallclock_time