From c1a7fbf09c7b19c903d025e8b8af0cae7478c9a5 Mon Sep 17 00:00:00 2001
From: user_client2024 <nitin.jiloha@solytics-partners.com>
Date: Mon, 14 Oct 2024 07:49:12 +0000
Subject: [PATCH] System save at 14/10/2024 13:19 by user_client2024

---
 .ipynb_checkpoints/main-checkpoint.ipynb | 136 +++++++++++------------
 main.ipynb                               | 136 +++++++++++------------
 main.py                                  |   4 +-
 3 files changed, 138 insertions(+), 138 deletions(-)

diff --git a/.ipynb_checkpoints/main-checkpoint.ipynb b/.ipynb_checkpoints/main-checkpoint.ipynb
index 82b65d5..30f882c 100644
--- a/.ipynb_checkpoints/main-checkpoint.ipynb
+++ b/.ipynb_checkpoints/main-checkpoint.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 21,
    "id": "e706cfb0-2234-4c4c-95d8-d1968f656aa0",
    "metadata": {
     "tags": []
@@ -127,7 +127,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 22,
    "id": "b5c4307f-bc35-47e2-b680-fd1df2168d6c",
    "metadata": {
     "tags": []
@@ -137,7 +137,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Query start time : 2024-10-14 06:23:07.242919\n"
+      "Query start time : 2024-10-14 07:40:43.846637\n"
      ]
     },
     {
@@ -161,7 +161,7 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>TRADER_ID</th>\n",
+       "      <th>focal_ID</th>\n",
        "      <th>trade_time_window</th>\n",
        "      <th>net_volume</th>\n",
        "      <th>order_count</th>\n",
@@ -253,12 +253,12 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>995</th>\n",
-       "      <td>3382197985</td>\n",
-       "      <td>2024-01-01 02:30:00</td>\n",
-       "      <td>-159.0</td>\n",
+       "      <th>95</th>\n",
+       "      <td>1945772682</td>\n",
+       "      <td>2024-01-01 00:43:00</td>\n",
+       "      <td>-854.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>159</td>\n",
+       "      <td>854</td>\n",
        "      <td>-1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>Default</td>\n",
@@ -266,12 +266,12 @@
        "      <td>Low Risk</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>996</th>\n",
-       "      <td>1129008990</td>\n",
-       "      <td>2024-01-01 02:30:00</td>\n",
-       "      <td>-582.0</td>\n",
+       "      <th>96</th>\n",
+       "      <td>2137478041</td>\n",
+       "      <td>2024-01-01 00:43:00</td>\n",
+       "      <td>-926.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>582</td>\n",
+       "      <td>926</td>\n",
        "      <td>-1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>Default</td>\n",
@@ -279,12 +279,12 @@
        "      <td>Low Risk</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>997</th>\n",
-       "      <td>2944122893</td>\n",
-       "      <td>2024-01-01 02:30:00</td>\n",
-       "      <td>-65.0</td>\n",
+       "      <th>97</th>\n",
+       "      <td>7138329164</td>\n",
+       "      <td>2024-01-01 00:43:00</td>\n",
+       "      <td>-433.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>65</td>\n",
+       "      <td>433</td>\n",
        "      <td>-1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>Default</td>\n",
@@ -292,12 +292,12 @@
        "      <td>Low Risk</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>998</th>\n",
-       "      <td>2910876405</td>\n",
-       "      <td>2024-01-01 02:30:00</td>\n",
-       "      <td>-117.0</td>\n",
+       "      <th>98</th>\n",
+       "      <td>1867007441</td>\n",
+       "      <td>2024-01-01 00:43:00</td>\n",
+       "      <td>-626.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>117</td>\n",
+       "      <td>626</td>\n",
        "      <td>-1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>Default</td>\n",
@@ -305,12 +305,12 @@
        "      <td>Low Risk</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>999</th>\n",
-       "      <td>1816942226</td>\n",
-       "      <td>2024-01-01 02:30:00</td>\n",
-       "      <td>-732.0</td>\n",
+       "      <th>99</th>\n",
+       "      <td>2347906349</td>\n",
+       "      <td>2024-01-01 00:43:00</td>\n",
+       "      <td>-69.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>732</td>\n",
+       "      <td>69</td>\n",
        "      <td>-1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>Default</td>\n",
@@ -319,53 +319,53 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>1000 rows × 10 columns</p>\n",
+       "<p>100 rows × 10 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "      TRADER_ID   trade_time_window  net_volume  order_count  \\\n",
-       "0    3097728207 2024-01-01 00:03:00       -92.0            1   \n",
-       "1    3228645322 2024-01-01 00:06:00      -689.0            1   \n",
-       "2    2701872727 2024-01-01 00:09:00       -42.0            1   \n",
-       "3    1659056655 2024-01-01 00:11:00      -167.0            1   \n",
-       "4    1661288887 2024-01-01 00:13:00      -756.0            1   \n",
-       "..          ...                 ...         ...          ...   \n",
-       "995  3382197985 2024-01-01 02:30:00      -159.0            1   \n",
-       "996  1129008990 2024-01-01 02:30:00      -582.0            1   \n",
-       "997  2944122893 2024-01-01 02:30:00       -65.0            1   \n",
-       "998  2910876405 2024-01-01 02:30:00      -117.0            1   \n",
-       "999  1816942226 2024-01-01 02:30:00      -732.0            1   \n",
+       "      focal_ID   trade_time_window  net_volume  order_count  \\\n",
+       "0   3097728207 2024-01-01 00:03:00       -92.0            1   \n",
+       "1   3228645322 2024-01-01 00:06:00      -689.0            1   \n",
+       "2   2701872727 2024-01-01 00:09:00       -42.0            1   \n",
+       "3   1659056655 2024-01-01 00:11:00      -167.0            1   \n",
+       "4   1661288887 2024-01-01 00:13:00      -756.0            1   \n",
+       "..         ...                 ...         ...          ...   \n",
+       "95  1945772682 2024-01-01 00:43:00      -854.0            1   \n",
+       "96  2137478041 2024-01-01 00:43:00      -926.0            1   \n",
+       "97  7138329164 2024-01-01 00:43:00      -433.0            1   \n",
+       "98  1867007441 2024-01-01 00:43:00      -626.0            1   \n",
+       "99  2347906349 2024-01-01 00:43:00       -69.0            1   \n",
        "\n",
-       "     total_trade_volume  order_trade_ratio  volume_percentage  Segment  \\\n",
-       "0                    92               -1.0                0.0  Default   \n",
-       "1                   689               -1.0                0.0  Default   \n",
-       "2                    42               -1.0                0.0  Default   \n",
-       "3                   167               -1.0                0.0  Default   \n",
-       "4                   756               -1.0                0.0  Default   \n",
-       "..                  ...                ...                ...      ...   \n",
-       "995                 159               -1.0                0.0  Default   \n",
-       "996                 582               -1.0                0.0  Default   \n",
-       "997                  65               -1.0                0.0  Default   \n",
-       "998                 117               -1.0                0.0  Default   \n",
-       "999                 732               -1.0                0.0  Default   \n",
+       "    total_trade_volume  order_trade_ratio  volume_percentage  Segment  \\\n",
+       "0                   92               -1.0                0.0  Default   \n",
+       "1                  689               -1.0                0.0  Default   \n",
+       "2                   42               -1.0                0.0  Default   \n",
+       "3                  167               -1.0                0.0  Default   \n",
+       "4                  756               -1.0                0.0  Default   \n",
+       "..                 ...                ...                ...      ...   \n",
+       "95                 854               -1.0                0.0  Default   \n",
+       "96                 926               -1.0                0.0  Default   \n",
+       "97                 433               -1.0                0.0  Default   \n",
+       "98                 626               -1.0                0.0  Default   \n",
+       "99                  69               -1.0                0.0  Default   \n",
        "\n",
-       "    SAR_FLAG      Risk  \n",
-       "0          N  Low Risk  \n",
-       "1          N  Low Risk  \n",
-       "2          N  Low Risk  \n",
-       "3          N  Low Risk  \n",
-       "4          N  Low Risk  \n",
-       "..       ...       ...  \n",
-       "995        N  Low Risk  \n",
-       "996        N  Low Risk  \n",
-       "997        N  Low Risk  \n",
-       "998        N  Low Risk  \n",
-       "999        N  Low Risk  \n",
+       "   SAR_FLAG      Risk  \n",
+       "0         N  Low Risk  \n",
+       "1         N  Low Risk  \n",
+       "2         N  Low Risk  \n",
+       "3         N  Low Risk  \n",
+       "4         N  Low Risk  \n",
+       "..      ...       ...  \n",
+       "95        N  Low Risk  \n",
+       "96        N  Low Risk  \n",
+       "97        N  Low Risk  \n",
+       "98        N  Low Risk  \n",
+       "99        N  Low Risk  \n",
        "\n",
-       "[1000 rows x 10 columns]"
+       "[100 rows x 10 columns]"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
diff --git a/main.ipynb b/main.ipynb
index 82b65d5..30f882c 100644
--- a/main.ipynb
+++ b/main.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 21,
    "id": "e706cfb0-2234-4c4c-95d8-d1968f656aa0",
    "metadata": {
     "tags": []
@@ -127,7 +127,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 22,
    "id": "b5c4307f-bc35-47e2-b680-fd1df2168d6c",
    "metadata": {
     "tags": []
@@ -137,7 +137,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Query start time : 2024-10-14 06:23:07.242919\n"
+      "Query start time : 2024-10-14 07:40:43.846637\n"
      ]
     },
     {
@@ -161,7 +161,7 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>TRADER_ID</th>\n",
+       "      <th>focal_ID</th>\n",
        "      <th>trade_time_window</th>\n",
        "      <th>net_volume</th>\n",
        "      <th>order_count</th>\n",
@@ -253,12 +253,12 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>995</th>\n",
-       "      <td>3382197985</td>\n",
-       "      <td>2024-01-01 02:30:00</td>\n",
-       "      <td>-159.0</td>\n",
+       "      <th>95</th>\n",
+       "      <td>1945772682</td>\n",
+       "      <td>2024-01-01 00:43:00</td>\n",
+       "      <td>-854.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>159</td>\n",
+       "      <td>854</td>\n",
        "      <td>-1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>Default</td>\n",
@@ -266,12 +266,12 @@
        "      <td>Low Risk</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>996</th>\n",
-       "      <td>1129008990</td>\n",
-       "      <td>2024-01-01 02:30:00</td>\n",
-       "      <td>-582.0</td>\n",
+       "      <th>96</th>\n",
+       "      <td>2137478041</td>\n",
+       "      <td>2024-01-01 00:43:00</td>\n",
+       "      <td>-926.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>582</td>\n",
+       "      <td>926</td>\n",
        "      <td>-1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>Default</td>\n",
@@ -279,12 +279,12 @@
        "      <td>Low Risk</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>997</th>\n",
-       "      <td>2944122893</td>\n",
-       "      <td>2024-01-01 02:30:00</td>\n",
-       "      <td>-65.0</td>\n",
+       "      <th>97</th>\n",
+       "      <td>7138329164</td>\n",
+       "      <td>2024-01-01 00:43:00</td>\n",
+       "      <td>-433.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>65</td>\n",
+       "      <td>433</td>\n",
        "      <td>-1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>Default</td>\n",
@@ -292,12 +292,12 @@
        "      <td>Low Risk</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>998</th>\n",
-       "      <td>2910876405</td>\n",
-       "      <td>2024-01-01 02:30:00</td>\n",
-       "      <td>-117.0</td>\n",
+       "      <th>98</th>\n",
+       "      <td>1867007441</td>\n",
+       "      <td>2024-01-01 00:43:00</td>\n",
+       "      <td>-626.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>117</td>\n",
+       "      <td>626</td>\n",
        "      <td>-1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>Default</td>\n",
@@ -305,12 +305,12 @@
        "      <td>Low Risk</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>999</th>\n",
-       "      <td>1816942226</td>\n",
-       "      <td>2024-01-01 02:30:00</td>\n",
-       "      <td>-732.0</td>\n",
+       "      <th>99</th>\n",
+       "      <td>2347906349</td>\n",
+       "      <td>2024-01-01 00:43:00</td>\n",
+       "      <td>-69.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>732</td>\n",
+       "      <td>69</td>\n",
        "      <td>-1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>Default</td>\n",
@@ -319,53 +319,53 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>1000 rows × 10 columns</p>\n",
+       "<p>100 rows × 10 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "      TRADER_ID   trade_time_window  net_volume  order_count  \\\n",
-       "0    3097728207 2024-01-01 00:03:00       -92.0            1   \n",
-       "1    3228645322 2024-01-01 00:06:00      -689.0            1   \n",
-       "2    2701872727 2024-01-01 00:09:00       -42.0            1   \n",
-       "3    1659056655 2024-01-01 00:11:00      -167.0            1   \n",
-       "4    1661288887 2024-01-01 00:13:00      -756.0            1   \n",
-       "..          ...                 ...         ...          ...   \n",
-       "995  3382197985 2024-01-01 02:30:00      -159.0            1   \n",
-       "996  1129008990 2024-01-01 02:30:00      -582.0            1   \n",
-       "997  2944122893 2024-01-01 02:30:00       -65.0            1   \n",
-       "998  2910876405 2024-01-01 02:30:00      -117.0            1   \n",
-       "999  1816942226 2024-01-01 02:30:00      -732.0            1   \n",
+       "      focal_ID   trade_time_window  net_volume  order_count  \\\n",
+       "0   3097728207 2024-01-01 00:03:00       -92.0            1   \n",
+       "1   3228645322 2024-01-01 00:06:00      -689.0            1   \n",
+       "2   2701872727 2024-01-01 00:09:00       -42.0            1   \n",
+       "3   1659056655 2024-01-01 00:11:00      -167.0            1   \n",
+       "4   1661288887 2024-01-01 00:13:00      -756.0            1   \n",
+       "..         ...                 ...         ...          ...   \n",
+       "95  1945772682 2024-01-01 00:43:00      -854.0            1   \n",
+       "96  2137478041 2024-01-01 00:43:00      -926.0            1   \n",
+       "97  7138329164 2024-01-01 00:43:00      -433.0            1   \n",
+       "98  1867007441 2024-01-01 00:43:00      -626.0            1   \n",
+       "99  2347906349 2024-01-01 00:43:00       -69.0            1   \n",
        "\n",
-       "     total_trade_volume  order_trade_ratio  volume_percentage  Segment  \\\n",
-       "0                    92               -1.0                0.0  Default   \n",
-       "1                   689               -1.0                0.0  Default   \n",
-       "2                    42               -1.0                0.0  Default   \n",
-       "3                   167               -1.0                0.0  Default   \n",
-       "4                   756               -1.0                0.0  Default   \n",
-       "..                  ...                ...                ...      ...   \n",
-       "995                 159               -1.0                0.0  Default   \n",
-       "996                 582               -1.0                0.0  Default   \n",
-       "997                  65               -1.0                0.0  Default   \n",
-       "998                 117               -1.0                0.0  Default   \n",
-       "999                 732               -1.0                0.0  Default   \n",
+       "    total_trade_volume  order_trade_ratio  volume_percentage  Segment  \\\n",
+       "0                   92               -1.0                0.0  Default   \n",
+       "1                  689               -1.0                0.0  Default   \n",
+       "2                   42               -1.0                0.0  Default   \n",
+       "3                  167               -1.0                0.0  Default   \n",
+       "4                  756               -1.0                0.0  Default   \n",
+       "..                 ...                ...                ...      ...   \n",
+       "95                 854               -1.0                0.0  Default   \n",
+       "96                 926               -1.0                0.0  Default   \n",
+       "97                 433               -1.0                0.0  Default   \n",
+       "98                 626               -1.0                0.0  Default   \n",
+       "99                  69               -1.0                0.0  Default   \n",
        "\n",
-       "    SAR_FLAG      Risk  \n",
-       "0          N  Low Risk  \n",
-       "1          N  Low Risk  \n",
-       "2          N  Low Risk  \n",
-       "3          N  Low Risk  \n",
-       "4          N  Low Risk  \n",
-       "..       ...       ...  \n",
-       "995        N  Low Risk  \n",
-       "996        N  Low Risk  \n",
-       "997        N  Low Risk  \n",
-       "998        N  Low Risk  \n",
-       "999        N  Low Risk  \n",
+       "   SAR_FLAG      Risk  \n",
+       "0         N  Low Risk  \n",
+       "1         N  Low Risk  \n",
+       "2         N  Low Risk  \n",
+       "3         N  Low Risk  \n",
+       "4         N  Low Risk  \n",
+       "..      ...       ...  \n",
+       "95        N  Low Risk  \n",
+       "96        N  Low Risk  \n",
+       "97        N  Low Risk  \n",
+       "98        N  Low Risk  \n",
+       "99        N  Low Risk  \n",
        "\n",
-       "[1000 rows x 10 columns]"
+       "[100 rows x 10 columns]"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
diff --git a/main.py b/main.py
index 86f0613..1c55b34 100644
--- a/main.py
+++ b/main.py
@@ -1,7 +1,7 @@
 #!/usr/bin/env python
 # coding: utf-8
 
-# In[16]:
+# In[21]:
 
 
 from datetime import datetime, timedelta
@@ -120,7 +120,7 @@ class Scenario:
         return final_scenario_df
 
 
-# In[17]:
+# In[22]:
 
 
 # scenario = Scenario()