{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Statistiques de données de pluie\n", "\n", "Manipulation de données en provenance du site https://hydrometrie.wallonie.be" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import de modules" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import datetime as dt\n", "\n", "from wolfhece import is_enough\n", "if not is_enough('2.2.63'):\n", " print('Please update wolfhece to version 2.2.63 or higher to run this notebook')\n", "\n", "from wolfhece.hydrometry.rain_SPWMI import *\n", "from wolfhece.hydrometry.flow_SPWMI import *" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Instanciation des objets\n", "\n", "Les séries temporelles n'ont pas la même durée selon le pas d'acquisition.\n", "\n", "Pour faciliter la manipulation, des classes spécifiques sont proposées pour les pas de 5 minutes et 1 heure." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#objet de gestion des pluvios SPW\n", "precip_1h = SPW_pluviographs_1h()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Chargement de toutes les données\n", "\n", "Une fois en local, le chargement de toutes les données ne prend que quelques secondes.\n", "\n", "Le format parquet est particulièrement efficace dans ce cadre.\n", "\n", "La routine \"load_all\" retourne un dictionnaire dont les clés sont les ts_id et les valeurs\n", "sont les séries pandas.\n", "\n", "Ce dictionnaire est également disponible comme attribut de l'objet.\n", "L'accès à une station peut s'y faire grâce à son nom, la conversion vers le ts_id étant \n", "gérée pour vous. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "83it [00:01, 80.06it/s]WARNING:root:The file C:\\Users\\pierre\\Documents\\Gitlab\\HECEPython\\docs\\source\\tutorials\\..\\..\\..\\wolfhece\\hydrometry\\..\\data\\hydrometry\\rain\\1h\\399076010.parquet is empty, unable to load data for station C:\\Users\\pierre\\Documents\\Gitlab\\HECEPython\\docs\\source\\tutorials\\..\\..\\..\\wolfhece\\hydrometry\\..\\data\\hydrometry\\rain\\1h\\399076010.parquet\n", "92it [00:01, 72.63it/s]WARNING:root:The file C:\\Users\\pierre\\Documents\\Gitlab\\HECEPython\\docs\\source\\tutorials\\..\\..\\..\\wolfhece\\hydrometry\\..\\data\\hydrometry\\rain\\1h\\403325010.parquet is empty, unable to load data for station C:\\Users\\pierre\\Documents\\Gitlab\\HECEPython\\docs\\source\\tutorials\\..\\..\\..\\wolfhece\\hydrometry\\..\\data\\hydrometry\\rain\\1h\\403325010.parquet\n", "93it [00:01, 76.78it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Type of the data : \n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "all_data = precip_1h.load_all()\n", "\n", "print('Type of the data : {0}'.format(type(all_data)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extraire des statistiques" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Statistics for Jalhay:\n", "Global stats: Mean: 0.14\n", "Median: 0.00\n", "Std: 0.60\n", "Min: 0.00\n", "Max: 28.30\n", "Q25: 0.00\n", "Q75: 0.00\n", "Skewness: 11.08\n", "Kurtosis: 223.96\n", "Number of values: 211378\n", "Total number of values: 211385\n", "Coverage: 9999.67%\n", "Missing values: Number: 7\n", "Percentage: 0.33%\n", "Date range: Start: 2002-01-01 00:00:00+01:00\n", "End: 2026-02-11 16:00:00+01:00\n", "All ranges: [(Timestamp('2002-01-01 00:00:00+0100', tz='pytz.FixedOffset(60)'), Timestamp('2006-03-01 13:00:00+0100', tz='pytz.FixedOffset(60)')), (Timestamp('2006-03-01 15:00:00+0100', tz='pytz.FixedOffset(60)'), Timestamp('2006-03-11 15:00:00+0100', tz='pytz.FixedOffset(60)')), (Timestamp('2006-03-11 17:00:00+0100', tz='pytz.FixedOffset(60)'), Timestamp('2006-03-13 09:00:00+0100', tz='pytz.FixedOffset(60)')), (Timestamp('2006-03-13 14:00:00+0100', tz='pytz.FixedOffset(60)'), Timestamp('2010-06-22 12:00:00+0100', tz='pytz.FixedOffset(60)')), (Timestamp('2010-06-22 14:00:00+0100', tz='pytz.FixedOffset(60)'), Timestamp('2026-02-11 16:00:00+0100', tz='pytz.FixedOffset(60)'))]\n", "Years: Number of years: 25, Number of complete years: 23\n", "2026-02-11 16:00:00+01:00\n" ] } ], "source": [ "station = 'Jalhay'\n", "stats = precip_1h.analyze(precip_1h[station], name=station)\n", "# return a StatisticsSeries class\n", "print(stats)\n", "print(precip_1h['Jalhay'].index[-1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tracer les périodes de données disponibles" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = precip_1h.plot_time_ranges(precip_1h.analyze_all())\n", "fig.set_size_inches(10,20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Evolution mensuelle" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "precip_1h.plot_monthly_boxplots(stats)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "precip_1h.plot_monthly_statistics(stats)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Evolution annuelle" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "precip_1h.plot_yearly_boxplots(stats)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
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", 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