From 7e846cc9687e566ac9eaa6b705b2bec99294a125 Mon Sep 17 00:00:00 2001 From: matteotolloso Date: Sun, 14 Jan 2024 18:32:15 +0100 Subject: [PATCH] simo data & fix --- kb.csv | 932 ++++++++++++++++++++++++++++++++ kb_daily.csv | 8 + simo_kb_transformer.ipynb | 84 +++ smartreport_app/kb_interface.py | 8 +- smartreport_app/sync_db_kb.py | 34 +- 5 files changed, 1051 insertions(+), 15 deletions(-) create mode 100644 kb.csv create mode 100644 kb_daily.csv create mode 100644 simo_kb_transformer.ipynb diff --git a/kb.csv b/kb.csv new file mode 100644 index 0000000..5173296 --- /dev/null +++ b/kb.csv @@ -0,0 +1,932 @@ 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11:00:00,True,True,True,True,True,True,True,False,True,False,True,False,True,True,86400.0,120.0,86400.0,120.0,86400.0,120.0,120.0,86400.0,129.1534561140389,86400.0,120.0,86400.0,126.81358316793454,120.0,0.0,0.16591190869259687,0.0,0.0,0.0,0.35225716275350616,0.29309740718791605,0.0,1.0,0.0,1.0,0.0,1.0,1.0,1.0,0.9291435561924825,1.0,1.0,1.0,0.9463242853707254,1.0,1.0,0.8342148130941874,1.0,1.0,1.0,0.6476200600567774,0.7068013650332879,0.0,0.7751053180667804,0.0,1.0,0.0,0.6128585905249762,0.7068013650332879,0.5714285714285714,0.9822096916518868,0.8840908911691788,0.4421093248035778 diff --git a/kb_daily.csv b/kb_daily.csv new file mode 100644 index 0000000..87e5ace --- /dev/null +++ b/kb_daily.csv @@ -0,0 +1,8 @@ +date,all_machines_availability,all_machines_performance,all_machines_quality,all_machines_oee +2024-01-09,0.7093253968253967,0.9592240686301553,0.9068031656200728,0.5885732338353517 +2024-01-10,0.6359126984126984,0.9717855976569765,0.9238238465119826,0.5384252039315043 +2024-01-11,0.6374007936507936,0.9830589750706683,0.8923965444411264,0.5248256921527835 +2024-01-12,0.7324735449735449,0.9740554062976611,0.9520257594506903,0.6622691770019036 +2024-01-13,0.5219907407407407,0.9911840078009655,0.8646438066039629,0.39944311659722864 +2024-01-14,0.6121031746031745,0.9892214809701199,0.7768992808312886,0.38456645072490664 +2024-01-15,0.5714285714285714,0.9833326159377656,0.7696293751514001,0.3342573982228372 diff --git a/simo_kb_transformer.ipynb b/simo_kb_transformer.ipynb new file mode 100644 index 0000000..221cf00 --- /dev/null +++ b/simo_kb_transformer.ipynb @@ -0,0 +1,84 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import datetime\n", + "\n", + "data = pd.read_csv('kb.csv', index_col=0)\n", + "\n", + "data['date'] = data.index\n", + "\n", + "data['date'] = pd.to_datetime(data['date'])\n", + "\n", + "data.reset_index( inplace=True)\n", + "\n", + "# only the last 4 columns\n", + "data = data.iloc[:, -5:]\n", + "\n", + "result_df = data.groupby(data['date'].dt.date).mean().drop(columns=['date'])\n", + "\n", + "\n", + "\n", + "result_df.to_csv('kb_daily.csv')\n", + "\n", + "# data\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[0.7093253968253967,\n", + " 0.6359126984126984,\n", + " 0.6374007936507936,\n", + " 0.7324735449735449,\n", + " 0.5219907407407407,\n", + " 0.6121031746031745,\n", + " 0.5714285714285714]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "name = 'all_machines_availability'\n", + "\n", + "# get the values for this column as list\n", + "result_df['all_machines_availability'].tolist()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "smartreports", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/smartreport_app/kb_interface.py b/smartreport_app/kb_interface.py index ba9a108..84a6f40 100644 --- a/smartreport_app/kb_interface.py +++ b/smartreport_app/kb_interface.py @@ -56,13 +56,13 @@ def kb_interface(params): ], 'daily': [str(i)+':00' for i in range(24)], 'weekly': [ - 'Monday', - 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', - 'Sunday' + 'Sunday', + 'Monday', + 'Tuesday', ] } @@ -116,7 +116,7 @@ def kb_interface(params): dashed_dataset['borderColor'] = colors[i%len(colors)] dashed_dataset['backgroundColor'] = transp_colors[i%len(colors)] dashed_dataset['tension'] = 0 - dashed_dataset['label'] = kb_resp['name'] + ' ' +'Prediction' + dashed_dataset['label'] = kb_resp['name'] + ' ' +'[prediction]' dashed_dataset['data'] = [] # put to None all the values of the dashed dataset except the last two diff --git a/smartreport_app/sync_db_kb.py b/smartreport_app/sync_db_kb.py index 00ccdbd..b8e4d2f 100644 --- a/smartreport_app/sync_db_kb.py +++ b/smartreport_app/sync_db_kb.py @@ -1,7 +1,7 @@ import requests from .models import Kpi import random - +import pandas as pd BASE_URL = 'https://industrial-smartapp-api.onrender.com' USERNAME = 'smartapp' @@ -58,19 +58,31 @@ def sync_kpi_lits(): def get_kpi_value(kpi_uid, start_time=0, end_time=0): # kpi_value = requests.get(f'{BASE_URL}/kpi/{kpi_uid}', auth=(USERNAME, PASSWORD)) # return kpi_value.json()['data'] + + name = Kpi.objects.get(kb_uid=kpi_uid).kb_name - # TODO random values for a weekly kpi - kpi_value = { - 'data' : { - 'name' : kpi_uid, - 'value' : [random.random() for _ in range(7)] + if kpi_uid.startswith('all'): # kpi di simone + df = pd.read_csv('./kb_daily.csv') + kpi_value = { + 'data' : { + 'name' : name, + 'value' : df[kpi_uid].tolist() + } } - } - return kpi_value['data'] - - - + return kpi_value['data'] + + else: # kpi random belline + kpi_value = { + 'data' : { + 'name' : name, + 'value' : [random.random() for _ in range(7)] + } + } + + return kpi_value['data'] + + if __name__ == '__main__': sync_kpi_lits() print('KPIs synced') \ No newline at end of file