# HG changeset patch
# User jay
# Date 1752176482 0
# Node ID 957d0bc600d3005e2f3e7dccfc0d700ede931087
# Parent abc767b6d4f45495e128b05def9d72f427000893
planemo upload for repository https://github.com/jaidevjoshi83/gaiac commit e9587f93346c7b55e1be00bad5844bf2db3ed03d-dirty
diff -r abc767b6d4f4 -r 957d0bc600d3 gaiac_pm_data_pulling/.ipynb_checkpoints/Untitled-checkpoint.ipynb
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/gaiac_pm_data_pulling/.ipynb_checkpoints/Untitled-checkpoint.ipynb Thu Jul 10 19:41:22 2025 +0000
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff -r abc767b6d4f4 -r 957d0bc600d3 gaiac_pm_data_pulling/Untitled.ipynb
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/gaiac_pm_data_pulling/Untitled.ipynb Thu Jul 10 19:41:22 2025 +0000
@@ -0,0 +1,136 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "4707b84c-b2f9-4740-bd62-a159e2c7e123",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "c9870ed9-90cc-427b-b811-bd94c6b867c9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "a = [1,2,4,6]\n",
+ "b = [4,5,6,7]\n",
+ "\n",
+ "df = pd.DataFrame([a,b])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "502e66d5-022d-47af-a299-a918f0ebd887",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "\n",
+ "
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+ " \n",
+ " \n",
+ " | \n",
+ " 0 | \n",
+ " 1 | \n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 1 | \n",
+ " 4 | \n",
+ "
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+ " \n",
+ " 1 | \n",
+ " 2 | \n",
+ " 5 | \n",
+ "
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+ " \n",
+ " 2 | \n",
+ " 4 | \n",
+ " 6 | \n",
+ "
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+ " \n",
+ " 3 | \n",
+ " 6 | \n",
+ " 7 | \n",
+ "
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+ " \n",
+ "
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+ "
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+ ],
+ "text/plain": [
+ " 0 1\n",
+ "0 1 4\n",
+ "1 2 5\n",
+ "2 4 6\n",
+ "3 6 7"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df.T"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f39e7015-3e8b-4123-8ec7-c05547ee28b1",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "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": "3.10.14"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff -r abc767b6d4f4 -r 957d0bc600d3 gaiac_pm_data_pulling/gaiac_pm_data_pulling.py
--- a/gaiac_pm_data_pulling/gaiac_pm_data_pulling.py Fri May 23 17:56:46 2025 +0000
+++ b/gaiac_pm_data_pulling/gaiac_pm_data_pulling.py Thu Jul 10 19:41:22 2025 +0000
@@ -7,9 +7,6 @@
from html import escape
from urllib.parse import urljoin
import requests
-
-log = logging.getLogger("tools.iuc.data_managers.data_manager_refgenie_pull")
-
import urllib.request
import json
@@ -57,4 +54,4 @@
if __name__ == '__main__':
- simulate_dynamic_options('http://iotprojects.ddns.net')
+ print(simulate_dynamic_options('http://iotprojects.ddns.net'))
diff -r abc767b6d4f4 -r 957d0bc600d3 gaiac_sensor_performance_evaluation/gaiac_sensor_performance_evaluation.py
--- a/gaiac_sensor_performance_evaluation/gaiac_sensor_performance_evaluation.py Fri May 23 17:56:46 2025 +0000
+++ b/gaiac_sensor_performance_evaluation/gaiac_sensor_performance_evaluation.py Thu Jul 10 19:41:22 2025 +0000
@@ -16,14 +16,16 @@
import statsmodels.api as sm
from sklearn.metrics import mean_squared_error
import argparse
+# python 'gaiac_sensor_performance_evaluation.py' -I 'dataset_6.dat' --column_1 '4,7,11' --column_2 '1' --html_out_dir 'out_dir' --html_file_name 'out.html'
parser = argparse.ArgumentParser()
parser.add_argument("-I", "--infile", required=True, default=None, help="Path to the input data file.")
parser.add_argument("-c1", "--column_1", required=True, default=None, help="Name of the first column to use.")
parser.add_argument("-c2", "--column_2", required=True, default=None, help="Name of the second column to use.")
parser.add_argument("--html_out_dir", required=False, default=os.path.join(os.getcwd(), 'report_dir'), help="Directory to save the HTML output report (default: './report_dir').")
-parser.add_argument("--html_file_name", required=False, default="jai.html", help="Name of the HTML output file (default: 'jai.html').")
+parser.add_argument("--html_file_name", required=False, default="out.html", help="Name of the HTML output file (default: 'out.html').")
parser.add_argument("--workdir_path", required=False, default=os.getcwd(), help="Working directory path (default: current directory).")
+parser.add_argument("--tsv_file_name", required=False, default="out.tsv", help="Name of the HTML output file (default: 'out.tsv').")
args = parser.parse_args()
@@ -236,12 +238,31 @@
f.write(' '+'\n')
f.write(''+'\n')
+r_value_lst = []
+r_square_lst = []
+b_lst = []
+r_lst = []
+s_lst = []
+RMSE_v_lst = []
+NRMSE_v_lst = []
+
+
for c in args.column_1.split(','):
_,_,r_value, r_square = Reg(df,c, args.column_2)
+
b = Bias_abs(df, args.column_2, c)
r, s= R(df, args.column_2, c)
RMSE_v, NRMSE_v = RMSE(df, args.column_2, c)
+ r_value_lst.append(r_value)
+ r_square_lst.append(r_square)
+ b_lst.append(b)
+ r_lst.append(r[1])
+ s_lst.append(s[1])
+ RMSE_v_lst.append(RMSE_v)
+ NRMSE_v_lst.append(NRMSE_v)
+
+
f.write(' '+'\n')
f.write(' '+str(round(float(r[1]),2))+ u"\u00B1" +str(round(float(r[2]),2))+' | '+'\n')
f.write(' '+str(round(float(s[1]),2))+ u"\u00B1" +str(round(float(s[2]),2))+' | '+'\n')
@@ -252,6 +273,11 @@
f.write(' '+str(b)+' | '+'\n')
f.write('
'+'\n')
+out_df = pd.DataFrame([r_value_lst, r_square_lst, b_lst, r_lst, s_lst, RMSE_v_lst, NRMSE_v_lst])
+out_df_T= out_df.T
+out_df_T.columns = ['Intercept', 'R Squre', 'Bias', 'r', 'Slop', 'RMSE', 'NRMSE' ]
+
+out_df_T.to_csv( 'out.tsv', sep="\t", index=False)
f.write(a2)
f.close()
\ No newline at end of file
diff -r abc767b6d4f4 -r 957d0bc600d3 gaiac_sensor_performance_evaluation/gaiac_sensor_performance_evaluation.xml
--- a/gaiac_sensor_performance_evaluation/gaiac_sensor_performance_evaluation.xml Fri May 23 17:56:46 2025 +0000
+++ b/gaiac_sensor_performance_evaluation/gaiac_sensor_performance_evaluation.xml Thu Jul 10 19:41:22 2025 +0000
@@ -10,7 +10,13 @@
@@ -27,20 +33,19 @@
-
+
+
-
-
-
+