Update requirements.

README.md

@@ -121,14 +121,16 @@ of user-defined functions for message auto-handling, cluster provision, and job
 
     ```sh
     # Install MARO from source.
-    bash scripts/install_maro.sh
+    bash scripts/install_maro.sh;
+    pip install -r ./requirements.dev.txt;
     ```
 
   - Windows
 
     ```powershell
     # Install MARO from source.
-    .\scripts\install_maro.bat
+    .\scripts\install_maro.bat;
+    pip install -r ./requirements.dev.txt;
     ```
 
 - *Notes: If your package is not found, remember to set your PYTHONPATH*

examples/requirements.ex.txt

@@ -1 +1,6 @@
-PuLP==2.1
+maro
+matplotlib>=3.1.2
+pulp>=2.1.0
+pymaro.egg==info
+PyYAML>=5.4.1
+tweepy>=4.10.0

maro/cli/inspector/cim_dashboard.py

@@ -25,7 +25,7 @@ def start_cim_dashboard(source_path: str, epoch_num: int, prefix: str):
             --ports.csv: Record ports' attributes in this file.
             --vessel.csv: Record vessels' attributes in this file.
             --matrices.csv: Record transfer volume information in this file.
-        ………………
+        ......
         --epoch_{epoch_num-1}
         --manifest.yml: Record basic info like scenario name, name of index_name_mapping file.
         --config.yml: Record the relationship between ports' index and name.

maro/cli/inspector/citi_bike_dashboard.py

@@ -24,7 +24,7 @@ def start_citi_bike_dashboard(source_path: str, epoch_num: int, prefix: str):
             --stations.csv: Record stations' attributes in this file.
             --matrices.csv: Record transfer volume information in this file.
             --stations_summary.csv: Record the summary data of current epoch.
-        ………………
+        ......
         --epoch_{epoch_num-1}
         --manifest.yml: Record basic info like scenario name, name of index_name_mapping file.
         --full_stations.json: Record the relationship between ports' index and name.

maro/cli/inspector/env_data_process.py

@@ -28,7 +28,7 @@ def start_vis(source_path: str, force: str, **kwargs: dict):
     -input_file_folder_path
         --epoch_0 : Data of current epoch.
             --holder_info.csv: Attributes of current epoch.
-        ………………
+        ......
         --epoch_{epoch_num-1}
         --manifest.yml: Record basic info like scenario name, name of index_name_mapping file.
         --index_name_mapping file: Record the relationship between an index and its name.

maro/requirements.build.txt

@@ -1,6 +1,6 @@
-pyjwt
+PyJWT>=2.4.0
 numpy<1.20.0
-Cython>=0.29.14
+cython>=0.29.14
 altair>=4.1.0
 streamlit>=0.69.1
 tqdm>=4.51.0

maro/rl/model/fc_block.py

@@ -84,7 +84,7 @@ def __init__(
         self._name = name
 
     def forward(self, x: torch.Tensor) -> torch.Tensor:
-        out = self._net(x)
+        out = self._net(x.float())
         if self._skip_connection:
             out += x
         return self._softmax(out) if self._softmax else out

maro/simulator/scenarios/citi_bike/station.py

@@ -25,7 +25,7 @@ class Station(NodeBase):
     # avg temp
     temperature = NodeAttribute("i2")
 
-    # 0: sunny, 1: rainy, 2: snowy， 3: sleet
+    # 0: sunny, 1: rainy, 2: snowy, 3: sleet
     weather = NodeAttribute("i2")
 
     # 0: holiday, 1: not holiday

notebooks/requirements.nb.txt

@@ -1,4 +1,6 @@
-jupyter==1.0.0
+autopep8>=1.4.4
+ipython-genutils>=0.2.0
+ipython>=7.16.3
 jupyter-client
 jupyter-console
 jupyter-contrib-core
@@ -7,18 +9,11 @@ jupyter-core
 jupyter-highlight-selected-word
 jupyter-latex-envs
 jupyter-nbextensions-configurator
+jupyter>=1.0.0
 jupyterlab
 jupyterlab-server
 jupyterthemes
-isort==4.3.21
-autopep8==1.4.4
-isort==4.3.21
-pandas==0.25.3
-matplotlib==3.1.2
-seaborn==0.9.0
-ipython==7.16.3
-ipython-genutils==0.2.0
-shap==0.32.1
-seaborn==0.9.0
-numpy<1.20.0
-numba==0.46.0
+maro
+matplotlib>=3.1.2
+seaborn>=0.9.0
+shap>=0.32.1

requirements.dev.txt

@@ -1,69 +1,40 @@
-add-trailing-comma
-altair==4.1.0
-aria2p==0.9.1
-astroid==2.3.3
+altair>=4.1.0
+aria2p>=0.11.2
+autopep8>=1.4.4
 azure-identity
 azure-mgmt-authorization
 azure-mgmt-containerservice
 azure-mgmt-resource
 azure-mgmt-storage
 azure-storage-file-share
-black==22.3.0
-certifi==2019.9.11
-cryptography==36.0.1
-cycler==0.10.0
-Cython==0.29.14
-deepdiff==5.7.0
+coverage>=6.4.1
+cryptography>=36.0.1
+deepdiff>=5.7.0
 docker
-editorconfig-checker==2.4.0
-flake8==4.0.1
-flask-cors==3.0.10
-flask==1.1.2
-flask_cors==3.0.10
-flask_socketio==5.2.0
-flloat==0.3.0
-geopy==2.0.0
-guppy3==3.0.9
-holidays==0.10.3
-isort==4.3.21
-jinja2==2.11.3
-kiwisolver==1.1.0
-kubernetes==21.7.0
-lazy-object-proxy==1.4.3
-markupsafe==2.0.1
-matplotlib==3.5.2
-mccabe==0.6.1
-networkx==2.4
-networkx==2.4
+Flask>=2.1.2
+flask_cors>=3.0.10
+flask_socketio>=5.2.0
+geopy>=2.2.0
+holidays>=0.12
+Jinja2>=3.0.3
+kubernetes>=21.7.0
+numba>=0.46.0
 numpy<1.20.0
-palettable==3.3.0
-pandas==0.25.3
-pre-commit==2.19.0
-prompt_toolkit==2.0.10
-psutil==5.8.0
-ptvsd==4.3.2
-pulp==2.6.0
-pyaml==20.4.0
-PyJWT==2.4.0
-pyparsing==2.4.5
-python-dateutil==2.8.1
-PyYAML==5.4.1
-pyzmq==19.0.2
-recommonmark~=0.6.0
-redis==3.5.3
-requests==2.25.1
-scipy==1.7.0
-setuptools==58.0.4
-six==1.13.0
-sphinx==1.8.6
-sphinx_rtd_theme==1.0.0
-streamlit==0.69.1
-stringcase==1.2.0
-tabulate==0.8.5
-termgraph==0.5.3
-torch==1.6.0
-torchsummary==1.5.1
-tqdm==4.51.0
-urllib3==1.26.5
-wrapt==1.11.2
-zmq==0.0.0
+pandas>=0.25.0
+paramiko>=2.9.2
+pre-commit>=2.19.0
+prompt_toolkit>=3.0.24
+psutil>=5.8.0
+ptvsd>=4.3.2
+PyJWT>=2.4.0
+pytest>=7.1.2
+python_dateutil>=2.8.2
+recommonmark>=0.6.0
+requests>=2.26.0
+scipy>=1.7.0
+setuptools>=58.0.4
+streamlit>=0.69.1
+stringcase>=1.2.0
+tabulate>=0.8.9
+termgraph>=0.5.3
+tqdm>=4.51.0