core: cleaning

src/production/flow.py

@@ -1,8 +1,9 @@
+import asyncio
 import random
+from datetime import datetime, timedelta
+
 import numpy as np
 import pandas as pd
-import asyncio
-from datetime import datetime, timedelta
 
 from .downtime import machine_errors
 

src/production/metrics/tools.py

@@ -1,8 +1,9 @@
-import numpy as np
-import pandas as pd
 import asyncio
 from concurrent.futures import ThreadPoolExecutor
 
+import numpy as np
+
+
 def stats_metrics(data, column, usl, lsl):
     rolling_mean = data[column].expanding().mean()
     rolling_std = data[column].expanding().std()

src/ui/__init__.py

@@ -1,2 +1,2 @@
+from src.ui.dashboard import dashboard_ui
 from src.ui.sidebar import sidebar_ui
-from src.ui.dashboard import dashboard_ui

src/ui/dashboard.py

@@ -1,13 +1,14 @@
-import gradio as gr
-import pandas as pd
 import asyncio
 from functools import partial
 
+import gradio as gr
+import pandas as pd
+
 from src.production.flow import generate_data
-from src.production.metrics.tools import tools_metrics
 from src.production.metrics.machine import machine_metrics, fetch_issues
-from src.ui.graphs.tools_graphs import ToolMetricsDisplay
+from src.production.metrics.tools import tools_metrics
 from src.ui.graphs.general_graphs import GeneralMetricsDisplay
+from src.ui.graphs.tools_graphs import ToolMetricsDisplay
 
 MAX_ROWS = 1000
 TOOLS_COUNT = 2

src/ui/graphs/general_graphs.py

@@ -1,5 +1,5 @@
 import gradio as gr
-import plotly.express as px
+
 
 class GeneralMetricsDisplay:
     def __init__(self):

src/ui/graphs/tools_graphs.py

@@ -1,7 +1,7 @@
+import gradio as gr
 import numpy as np
-from scipy.stats import norm
 import plotly.graph_objects as go
-import gradio as gr
+from scipy.stats import norm
 
 
 class ToolMetricsDisplay:

src/ui/session.py

@@ -6,13 +6,13 @@ def show_toast(text):
 
 def play_fn(state):
     state['running'] = True
-    print("\n\n===== Production started =====\n\n")
+    print("\n\n===== Production started =====")
     show_toast("Production started !")
     return state
 
 def stop_fn(state):
     state['running'] = False
-    print("\n\n----- Production stopped -----\n\n")
+    print("----- Production stopped -----")
     show_toast("Production paused !")
     return  state
 
@@ -22,7 +22,7 @@ def reset_fn(state):
     state['part_id'] = None
     state['data'] = {}
     state['machine'] = {}
-    print("\n\n... production reinitialised successfully ...\n\n")
+    print("----- Production rested -----\n\n")
     show_toast("Production reset !")
     return state
 

src/ui/sidebar.py

@@ -1,4 +1,5 @@
 import gradio as gr
+
 from src.chat import respond