Upload New File

Water quality calibration/param_spec_unit_factor.ipynb

+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# For the parameters specified in param_specs, fetches current values from the project sqlite db\n",
+    "Compares values with default to help with finding unit conversion factors"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sqlite3\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# define the path of the parameter_config.xlsx\n",
+    "param_specs = pd.read_excel(R\"path\\parameter_config.xlsx\")\n",
+    "param_specs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# connect to sqlite of model\n",
+    "conn = sqlite3.connect(\n",
+    "    R\"path\\example_model.sqlite\"\n",
+    ")\n",
+    "cur = conn.cursor()\n",
+    "for i in param_specs.index:\n",
+    "    tab = param_specs.loc[i, \"Table\"]\n",
+    "    col = param_specs.loc[i, \"Column\"]\n",
+    "    muid = param_specs.loc[i, \"Muid\"]\n",
+    "    try:\n",
+    "        dbrs = cur.execute(\n",
+    "            f'SELECT {col.lower()} FROM {tab.lower()} WHERE muid=\"{muid}\"'\n",
+    "        ).fetchall()[0][0]\n",
+    "        print(dbrs)\n",
+    "    except Exception as e:\n",
+    "        print(e)\n",
+    "        dbrs = str(e)\n",
+    "    assert dbrs != None\n",
+    "    param_specs.loc[i, \"DBDefault\"] = dbrs\n",
+    "conn.close()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "param_specs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "param_specs[\"UnitFactor\"]=param_specs[\"DBDefault\"]/param_specs[\"_UnitDefault\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "param_specs[\"UnitFactor\"]"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (Spyder)",
+   "language": "python3",
+   "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": "3.9.21"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}