added auto mode

app.py

@@ -47,45 +47,66 @@ def get_time_emojis(_times, _pst_now):
     pst_now_time = pst_now.time()
     us_holidays = get_us_holidays()
     emojis = []
+    idxs = []
     
     for t in _times:
         time_obj = convert_to_datetime(t, _pst_now)
         
         # Check if the time is less than or equal to the current time in PST
         if time_obj.time() <= pst_now_time:
+            idxs.append(True)
             emoji = "✅"
+
         else:
             # Check if it's a business day or a holiday
             if is_business_day(time_obj) or time_obj.date() in us_holidays:
+                idxs.append(False)
                 emoji = "⛔"
             else:
+                idxs.append(True)
                 emoji = "✅"
         
         emojis.append(emoji)
     
-    return emojis
+    return emojis, idxs
 
 # Example usage:
 times_list = ['06:30', '07:00', '07:30', '08:00', '08:30', '09:00', '09:30', '10:00', '10:30', '11:00', '11:30', '12:00', '12:30']
-emojis_list = get_time_emojis(times_list, pst_now)
-
+emojis_list, idxs = get_time_emojis(times_list, pst_now)
+idx_use = len(idxs) - 1 - idxs[::-1].index(True)
 
 st.title('🎮 Gameday Model for $SPX')
 st.markdown('**PLEASE NOTE:** Model should be run at or after market open. Documentation on the model and its features [can be found here.](https://huggingface.co/spaces/boomsss/gamedayspx/blob/main/README.md)')
-with st.form("choose_model"):
 
-    col1, col2 = st.columns(2)
-        
-    with col1:
-        option = st.select_slider(
-            f"""Slide the scale based on PST, then run.""",
-            times_list,
-            format_func=lambda x: f"{emojis_list[times_list.index(x)]} {x}"
-        )
+if "mode" not in st.session_state:
+    st.session_state.mode = "Auto"
 
-    with col2:
+with st.form("choose_model"):
+    t1, t2 = st.columns(2)
+    with t1:
+        mode = st.radio('Choose mode', options=['Auto','Manual'], horizontal=True)
+    with t2:
         submitted = st.form_submit_button('🏃🏽‍♂️ Run',use_container_width=True)
-        cleared = st.form_submit_button('🧹 Clear All',use_container_width=True)
+        sub1, sub2 = st.columns(2)
+        with sub1:
+            change_mode = st.form_submit_button('👊🏽 Change Mode',use_container_width=True)
+        with sub2:
+            cleared = st.form_submit_button('🧹 Clear',use_container_width=True)
+
+    option = st.select_slider(
+        f"""Change mode to Manual, and select time 👉🏽 Run.""",
+        times_list,
+        format_func=lambda x: f"{emojis_list[times_list.index(x)]} {x}",
+        disabled = mode == 'Auto'
+    )
+
+    if mode == 'Auto':
+        option = times_list[idx_use]
+    else:
+        option = option
+
+    if change_mode:
+        st.write(f'Changed to {mode}')
 
     if cleared:
         st.cache_data.clear()
@@ -313,6 +334,8 @@ with st.form("choose_model"):
 
         prev_close = data.loc[final_row,'Close']
         curr_close = data['Close'].iloc[-1]
+        curr_open = data['Open'].iloc[-1]
+        curr_close30 = curr_open if option == '06:30' else data['CurrentClose30'].iloc[-2]
 
         # confidence, success, nn = st.columns(3)
 
@@ -342,13 +365,13 @@ with st.form("choose_model"):
 
         targets = pd.DataFrame(
             index=[
-                f'Curr ({(curr_close / prev_close) - 1:.2%})',
+                f'Close @ {option} ({(curr_close30 / prev_close) - 1:.2%})',
                 f'Low ({lo})', 
                 f'Mid ({mid})', 
                 f'High ({hi})'
                 ], 
             data=[
-                [f"{curr_close:.0f}"],
+                [f"{curr_close30:.0f}"],
                 [f"{(1+float(lo.strip('%'))/100) * prev_close:.0f}"], 
                 [f"{(1+float(mid.strip('%'))/100) * prev_close:.0f}"], 
                 [f"{(1+float(hi.strip('%'))/100) * prev_close   :.0f}"]

troubleshoot_day_model.ipynb

@@ -67,6 +67,53 @@
     "data['H2BreakTouchPct'] = data['L2Break'].expanding().sum() / data['L2Touch'].expanding().sum()"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "l = [True, True, True, False, False,False,False,False]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "place = len(l) - 1 - l[::-1].index(True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "z = ['a','b','c','d','e']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'c'"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "z[place]"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 37,