{ "cells": [ { "cell_type": "markdown", "metadata": { "toc": "true" }, "source": [ "# Table of Contents\n", "
"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Notebook to prepare Boundary Bay csv files for t_tide analysis"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"file2013 = './B Bay Tide Levels 2013 Email.xlsx'\n",
"file2014 = './B Bay Tide Levels 2014 Email.xlsx'\n",
"file2015 = './B Bay Tide Levels 2015 Email.xlsx'\n",
"file2016 = './B Bay Tide Levels 2016 Email.xlsx'"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def process_file(filename, outfile, yearend):\n",
" data = pd.read_excel(filename, skiprows=5)\n",
" data.replace('Bad', np.NaN, inplace=True)\n",
" data['Time'] = pd.to_datetime(data['Time Avg Start'], format='%d-%m-%Y %H:%M')\n",
" data.set_index('Time', inplace=True)\n",
" data['wlev'] = pd.to_numeric(data['511 (Bay) 10 Minute Avg'])\n",
" data.mask(np.abs(data['wlev']) > 5., np.NaN, inplace=True) \n",
" fig, ax = plt.subplots(1, 1, figsize=(15,5))\n",
" ax.plot(data.index, data.wlev)\n",
" mean = data['wlev'].mean()\n",
" print('Mean is:', mean)\n",
" hourly = data.resample(rule='1H', closed='left', label='left', loffset=pd.Timedelta(minutes=0)).mean()\n",
" out_data = hourly[['wlev']].copy()\n",
" out_data = out_data[np.isfinite(out_data['wlev'])]\n",
" out_data = out_data[out_data.index < pd.Timestamp(yearend)]\n",
" out_data.to_csv(outfile, date_format='%Y-%m-%d %H:%M')\n",
" ax.plot(out_data.index, out_data.wlev)\n",
" return mean"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# eyquem on stackoverflow\n",
"def line_prepender(filename, line1, line2):\n",
" with open(filename, 'r+') as f:\n",
" content = f.read()\n",
" f.seek(0, 0)\n",
" f.write(line1.rstrip('\\r\\n') + '\\n' + line2.rstrip('\\r\\n') + '\\n' + content)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Mean is: 0.15777265151251937\n"
]
},
{
"data": {
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ImhVqomJyxXh3JeE4s8aZ+PO+P/HvOv9Gq9GtsGDXgnh3iSBOHXr2xlo2Id69iBtPPluI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\nnrXwVJUbTiWD6q5rxwOPaeUq9Im+vZd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MsiLo36l4fZFJfO6/rHj7lxLjv5LvsbUYlfdx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\nrkJggg==\n",
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