#!/usr/bin/env python
# coding: utf-8

# # Grid2Viz demo using Jupyter Dash
# Through this notebook you will be able to launch the Grid2Viz app.
# 
# Visiting next the resulting url that is shown will allow you to play with the app in your browser
# 
# 

# #### Jupyter Dash
# The `jupyter-dash` package makes it easy to develop Plotly Dash apps from the Jupyter Notebook and JupyterLab.
# 
# Just replace the standard `dash.Dash` class with the `jupyter_dash.JupyterDash` subclass.

# #### Tip: Get back to your home repository
# Click on the jupyter logo on the top left

# ## Configuration

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import os
pkg_root_dir = get_ipython().getoutput('pwd')
pkg_root_dir=pkg_root_dir[0]
pkg_root_dir


# #### Choose Dataset to explore with grid2viz

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#short demo
#dataset_agent_log_path = os.path.join(pkg_root_dir,"grid2viz", "data", "agents")

#complete demo over some "warm-up" scenarios of NeurIPS robustness track competition
#dataset_agent_log_path=os.path.join(pkg_root_dir,"Grid2viz-dataset", "NeurIPS_1.2.2_week1")

#Best demo over some "test" scenarios of NeurIPS robustness track competition
dataset_agent_log_path=os.path.join(pkg_root_dir,"Grid2viz-dataset-NeurIPS-Robustness", "res_agents")


# #### Generating necessary config for grid2viz

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def create_config(dataset_agent_log_path):
    

    os.environ["GRID2VIZ_ROOT"] = pkg_root_dir

    config_path = os.path.join(pkg_root_dir, "config.ini")
    
    CONFIG_FILE_CONTENT = """
    # This file have been automatically generated, please do not modify it. 
    # You can remove it once done with the application.
    [DEFAULT]
    agents_dir={agents_dir}
    env_dir={env_dir}
    n_cores={n_cores}
    # This file will be re generated to each call of "python -m grid2viz.main"
    """


    #complete demo over some "warm-up" scenarios of NeurIPS robustness track competition
    agents_dir = dataset_agent_log_path#os.path.join(pkg_root_dir,"Grid2viz-dataset", "NeurIPS_1.2.2_week1")


    env_dir = os.path.join(pkg_root_dir,"grid2viz", "data", "env_conf")


    n_cores = 2#args.n_cores

    with open(config_path, "w") as f:
        f.write(CONFIG_FILE_CONTENT.format(agents_dir=agents_dir,
                                           env_dir=env_dir,
                                           n_cores=n_cores))


# Writing the config-file to launch the app

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create_config(dataset_agent_log_path)


# ## Launching Grid2viz
# The **documentation** of the Grid2viz application can be found here: https://grid2viz.readthedocs.io/en/latest/

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#!pip install jupyter-dash


# **NOTE**:
# We run the following code `twice` to actually see the application runnning and get the url where to load the app

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#Run it twice sometimes to actually see it runnning and getting the url to go to paly the app
from grid2viz.app_jupyter import app as app_jup
app_jup.run_server()#mode="inline",debug=True)


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app_jup.run_server() #you should get the app url as the output of the cell


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#if you want to run it in the notebook
#app_jup.run_server(port=8052,mode="inline")#mode="inline",debug=True)


# When running in JupyterLab, with the `jupyterlab-dash` extension, setting `mode="jupyterlab"` will open the app in a tab in JupyterLab.
# 
# ```python
# app.run_server(mode="jupyterlab")
# ```

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