Library now works in jupyter on cloud

README.md

@@ -61,6 +61,12 @@ Import **explainx**
 from explainx import *
 ```
 
+Runnning **explainx** for the first time? Run this function.
+
+```python
+explainx.run_only_first_time()
+```
+
 Load dataset as X_Data, Y_Data in your XGBoost Model
 
 ```python

explain.py

@@ -1,7 +1,8 @@
 import os
 import sys
 from pathlib import Path
-
+from sys import platform
+import subprocess
 
 path= Path(__file__).parent.absolute()
 path_dataset= os.path.join(path, "datasets")
@@ -149,11 +150,42 @@ def dataset_heloc(self):
         return X,y
 
 
+    def run_only_first_time(self):
+
+        if platform == "linux" or platform == "linux2":
+            try:
+                run_command("sudo apt install nodejs")
+                run_command("sudo apt install npm")
+            except:
+                run_command("sudo yum install nodejs")
+                run_command("sudo yum install npm")
+            run_command("npm install -g localtunnel")
+
+        elif platform == "darwin":
+            run_command("xcode-select --install")
+            run_command("brew install nodejs")
+            run_command("npm install -g localtunnel")
 
+        elif platform == "win32":
+            print("Please install nodejs, npm, and localtunnel manually")
+            run_command("npm install -g localtunnel")
+        elif platform == "win64":
+            print("Please install nodejs, npm, and localtunnel manually")
+            run_command("npm install -g localtunnel")
 
 
 explainx=explain()
 
 
+def run_command(command):
+    # subdomain= 'explainx-'+ get_random_string(10)
+    command_arr = command.split(" ")
+
+    task = subprocess.Popen(command_arr,
+                            stdout=subprocess.PIPE, stderr=subprocess.PIPE, preexec_fn=os.setsid)
+
+    for line in iter(task.stdout.readline, b''):
+        print('{0}'.format(line.decode('utf-8')), end='')
+
 
 

lib/dashboard.py

@@ -949,30 +949,35 @@ def multi_level(x_axis, y_axis, size, color, facet_col, facet_row, sql_query):
                               facet_col_wrap=4)
 
         # Port Finder
-
+        port =8080
         if mode == "inline":
             try:
-                app.run_server(mode="inline")
+                app.run_server(mode="inline", port=port)
             except:
-                app.run_server(mode="inline",port=self.find_free_port())
+                port= self.find_free_port()
+                app.run_server(mode="inline",port=port)
         else:
             try:
-                app.run_server(host='0.0.0.0', port=8080)
+                app.run_server(host='0.0.0.0', port=port)
+
             except:
                 # try different ip in case 0.0.0.0 does not work
                 try:
                     try:
-                        app.run_server(host='0.0.0.0', port=self.find_free_port())
+                        port=self.find_free_port()
+                        app.run_server(host='0.0.0.0', port=port)
                     except:
-                        app.run_server(host='0.0.0.0', port=self.find_free_port())
+                        port = self.find_free_port()
+                        app.run_server(host='0.0.0.0', port=port)
                 except:
                     try:
-                        app.run_server(host='127.0.0.1', port=self.find_free_port())
+                        port = self.find_free_port()
+                        app.run_server(host='127.0.0.1', port=port)
                     except:
                         print("Please restart Jupyter Notebook or Python IDE.")
                         return False
 
-
+        localtunnel(port)
 
         #update counter here
         try:
@@ -1006,3 +1011,20 @@ def increate_counter(self):
             return True
         else:
             return False
+
+
+def localtunnel(port):
+    # subdomain= 'explainx-'+ get_random_string(10)
+    task = subprocess.Popen(['lt', '-h', '"https://serverless.social"', '-p', str(port)],
+                            stdout=subprocess.PIPE, stderr=subprocess.PIPE, preexec_fn=os.setsid)
+
+    outpt= task.stdout.readline()
+    outpt_string= outpt.decode("utf-8").split("is:")
+    print('Explainx.ai is running @ '+outpt_string[1])
+
+
+def get_random_string(length):
+    letters = string.ascii_lowercase+ string.ascii_uppercase
+    result_str = ''.join(random.choice(letters) for i in range(length))
+    return result_str
+

lib/imports.py

@@ -17,9 +17,14 @@
 import numpy as np
 import dash_bootstrap_components as dbc
 import time
+import shap
 import dash_editor_components
 import socket
 from contextlib import closing
-import requests
-
+import subprocess
+import os
+import sys
 import shap
+
+import random
+import string

run_only_first_time.py

@@ -0,0 +1,25 @@
+import os
+from sys import platform
+
+
+if platform == "linux" or platform == "linux2":
+    try:
+        os.system("sudo apt install nodejs")
+        os.system("sudo apt install npm")
+    except:
+        os.system("sudo yum install nodejs")
+        os.system("sudo yum install npm")
+    os.system("npm install -g localtunnel")
+
+elif platform == "darwin":
+    os.system("xcode-select --install")
+    os.system("brew install nodejs")
+    os.system("npm install -g localtunnel")
+
+elif platform == "win32":
+    print("Please install nodejs, npm, and localtunnel manually")
+    os.system("npm install -g localtunnel")
+elif platform == "win64":
+    print("Please install nodejs, npm, and localtunnel manually")
+    os.system("npm install -g localtunnel")
+