Skip to content

Instantly share code, notes, and snippets.

@doodomartins
Last active April 26, 2023 20:11
Show Gist options
  • Save doodomartins/be3c8f02a2e4790eacf6601c5ad6081c to your computer and use it in GitHub Desktop.
Save doodomartins/be3c8f02a2e4790eacf6601c5ad6081c to your computer and use it in GitHub Desktop.
Leaf weather demo
Display the source blob
Display the rendered blob
Raw
{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
},
"cells": [
{
"cell_type": "markdown",
"source": [
"# Weather Demo"
],
"metadata": {
"id": "pvQJoDkiB1jt"
}
},
{
"cell_type": "code",
"source": [
"pip install geopandas"
],
"metadata": {
"id": "toexXh5eR_Ys"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"import requests\n",
"import json\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import datetime as dt\n",
"from matplotlib.ticker import MultipleLocator\n",
"\n",
"\n",
"def auth():\n",
" url = 'https://api-dev.agrigate.io/api/authenticate'\n",
" data = {\n",
" 'username':'',\n",
" 'password':'',\n",
" 'rememberMe':'true'\n",
" }\n",
" headers = {'Content-Type': 'application/json'}\n",
" response = requests.request('POST', url, headers=headers, json=data)\n",
" return response.json()['id_token']\n",
"\n",
"TOKEN = auth()\n",
"\n",
"leaf_user = 'aa55dcc7-0757-4a2d-9cc2-7145888feb2b'\n",
"field_id = '9f726e3a-145f-464a-b13c-4502a13e02d5'\n",
"\n",
"\n"
],
"metadata": {
"id": "9pe9MhtmB862"
},
"execution_count": 6,
"outputs": []
},
{
"cell_type": "code",
"source": [
"def generic(leaf_user, field_id, end_point, format, start_time, end_time):\n",
" url = 'https://api-dev.agrigate.io/services/weather/api/'\n",
" url += 'users/{}/weather/{}/field/{}/{}?startTime={}&endTime={}'\n",
" url = url.format(leaf_user, end_point, field_id, format, start_time, end_time)\n",
" \n",
" headers = {\n",
" 'Content-Type': 'application/json',\n",
" 'Authorization': 'Bearer ' + TOKEN\n",
" }\n",
"\n",
" response = requests.request(\"GET\", url, headers=headers)\n",
"\n",
" return response.json()\n",
"\n",
"def historical(leaf_user, field_id, format, start_time, end_time):\n",
" return generic(leaf_user, field_id, 'historical', format, start_time, end_time)\n",
"\n",
"def forecast(leaf_user, field_id, format, start_time, end_time):\n",
" return generic(leaf_user, field_id, 'forecast', format, start_time, end_time)\n"
],
"metadata": {
"id": "wO3xgYCuFFhE"
},
"execution_count": 8,
"outputs": []
},
{
"cell_type": "code",
"source": [
"daily = historical(leaf_user, field_id, 'daily', '2019-05-18', '2019-10-23')\n",
"two_days = historical(leaf_user, field_id, 'daily', '2019-05-18', '2019-05-19')\n",
"hourly = historical(leaf_user, field_id, 'hourly', '2019-05-18', '2019-10-23')\n",
"\n",
"print(json.dumps(two_days, indent=2))"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "cY_9yVENv-iK",
"outputId": "15e11e89-d263-4268-84f3-258713c52882"
},
"execution_count": 9,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"{\n",
" \"type\": \"Feature\",\n",
" \"properties\": {\n",
" \"maxTemperature\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": 28.7\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": 26.1\n",
" }\n",
" ],\n",
" \"unit\": \"\\u00b0C\"\n",
" },\n",
" \"sunrise\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": \"2019-05-18T10:36\"\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": \"2019-05-19T10:35\"\n",
" }\n",
" ],\n",
" \"unit\": \"iso8601\"\n",
" },\n",
" \"snowfallSum\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": 0.0\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": 0.0\n",
" }\n",
" ],\n",
" \"unit\": \"cm\"\n",
" },\n",
" \"precipitationSum\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": 0.2\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": 10.4\n",
" }\n",
" ],\n",
" \"unit\": \"mm\"\n",
" },\n",
" \"maxWindspeed\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": 25.6\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": 32.1\n",
" }\n",
" ],\n",
" \"unit\": \"km/h\"\n",
" },\n",
" \"evapotranspiration\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": 6.02\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": 4.27\n",
" }\n",
" ],\n",
" \"unit\": \"mm\"\n",
" },\n",
" \"processedTime\": \"2023-04-26T19:33:09.519985\",\n",
" \"rainSum\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": 0.2\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": 10.4\n",
" }\n",
" ],\n",
" \"unit\": \"mm\"\n",
" },\n",
" \"maxWindgusts\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": 58.3\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": 64.4\n",
" }\n",
" ],\n",
" \"unit\": \"km/h\"\n",
" },\n",
" \"meanTemperature\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": 24.0\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": 22.0\n",
" }\n",
" ],\n",
" \"unit\": \"\\u00b0C\"\n",
" },\n",
" \"minTemperature\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": 18.4\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": 19.3\n",
" }\n",
" ],\n",
" \"unit\": \"\\u00b0C\"\n",
" },\n",
" \"sunset\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": \"2019-05-19T01:06\"\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": \"2019-05-20T01:07\"\n",
" }\n",
" ],\n",
" \"unit\": \"iso8601\"\n",
" },\n",
" \"windDirection\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2019-05-18T00:00:00\",\n",
" \"value\": 196.0\n",
" },\n",
" {\n",
" \"time\": \"2019-05-19T00:00:00\",\n",
" \"value\": 201.0\n",
" }\n",
" ],\n",
" \"unit\": \"\\u00b0\"\n",
" }\n",
" },\n",
" \"geometry\": {\n",
" \"type\": \"Point\",\n",
" \"coordinates\": [\n",
" -88.8025851715765,\n",
" 39.6893265209844\n",
" ]\n",
" }\n",
"}\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"import pandas as pd\n",
"import geopandas as gpd\n",
"\n",
"def print_field_and_centroid(leaf_user, field_id):\n",
"\n",
" url = \"https://api-dev.agrigate.io/services/fields/api/users/{}/fields/{}/\"\n",
" url = url.format(leaf_user, field_id)\n",
"\n",
"\n",
" headers = {\n",
" 'Authorization': 'Bearer ' + TOKEN\n",
" }\n",
"\n",
" response = requests.request(\"GET\", url, headers=headers)\n",
"\n",
" feat_coll = {\n",
" \"type\": \"FeatureCollection\",\n",
" \"features\": [\n",
" {\n",
" \"type\": \"Feature\",\n",
" \"properties\": { \"name\": 'centroid' },\n",
" \"geometry\": two_days.get('geometry')\n",
" },\n",
" {\n",
" \"type\": \"Feature\",\n",
" \"properties\": { \"name\": 'field' },\n",
" \"geometry\": response.json().get('geometry')\n",
" },\n",
" ]\n",
" }\n",
"\n",
" feat_coll = json.dumps(feat_coll, indent=2)\n",
" print(feat_coll)\n",
" \n",
" feat_coll = gpd.read_file(feat_coll, driver='GeoJSON')\n",
"\n",
"\n",
" return feat_coll\n",
"\n",
"feat_coll = print_field_and_centroid(leaf_user, field_id)\n",
"feat_coll.plot()\n",
"\n",
"\n",
"\n"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"id": "cGvstmrySQgJ",
"outputId": "932eae60-f85c-4bed-c050-7796b112c42f"
},
"execution_count": 10,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"{\n",
" \"type\": \"FeatureCollection\",\n",
" \"features\": [\n",
" {\n",
" \"type\": \"Feature\",\n",
" \"properties\": {\n",
" \"name\": \"centroid\"\n",
" },\n",
" \"geometry\": {\n",
" \"type\": \"Point\",\n",
" \"coordinates\": [\n",
" -88.8025851715765,\n",
" 39.6893265209844\n",
" ]\n",
" }\n",
" },\n",
" {\n",
" \"type\": \"Feature\",\n",
" \"properties\": {\n",
" \"name\": \"field\"\n",
" },\n",
" \"geometry\": {\n",
" \"type\": \"MultiPolygon\",\n",
" \"coordinates\": [\n",
" [\n",
" [\n",
" [\n",
" -88.80696060487881,\n",
" 39.68201039763034\n",
" ],\n",
" [\n",
" -88.80114374110813,\n",
" 39.68204482102783\n",
" ],\n",
" [\n",
" -88.79893884602312,\n",
" 39.68205931240755\n",
" ],\n",
" [\n",
" -88.79892339561098,\n",
" 39.68205943249937\n",
" ],\n",
" [\n",
" -88.79427592341086,\n",
" 39.68209778169586\n",
" ],\n",
" [\n",
" -88.79422367608302,\n",
" 39.68209827104866\n",
" ],\n",
" [\n",
" -88.7940707555835,\n",
" 39.68210011059932\n",
" ],\n",
" [\n",
" -88.79404443540467,\n",
" 39.68210047129967\n",
" ],\n",
" [\n",
" -88.79401555115672,\n",
" 39.68210169990276\n",
" ],\n",
" [\n",
" -88.79398061420815,\n",
" 39.682105599263146\n",
" ],\n",
" [\n",
" -88.7938530436811,\n",
" 39.682124249304294\n",
" ],\n",
" [\n",
" -88.7938523548321,\n",
" 39.68213914078842\n",
" ],\n",
" [\n",
" -88.79385294325675,\n",
" 39.68216497340196\n",
" ],\n",
" [\n",
" -88.79412098456986,\n",
" 39.69295224125069\n",
" ],\n",
" [\n",
" -88.79414857511745,\n",
" 39.693069985298266\n",
" ],\n",
" [\n",
" -88.80358684258304,\n",
" 39.69690141928241\n",
" ],\n",
" [\n",
" -88.80360558874364,\n",
" 39.69690248271958\n",
" ],\n",
" [\n",
" -88.80363413687824,\n",
" 39.69690333340744\n",
" ],\n",
" [\n",
" -88.81119668700204,\n",
" 39.69700399609084\n",
" ],\n",
" [\n",
" -88.81123785310646,\n",
" 39.697003535660365\n",
" ],\n",
" [\n",
" -88.8112900873707,\n",
" 39.6969975584924\n",
" ],\n",
" [\n",
" -88.81140458821702,\n",
" 39.696984257009646\n",
" ],\n",
" [\n",
" -88.81140616032663,\n",
" 39.69696558251114\n",
" ],\n",
" [\n",
" -88.81140758371394,\n",
" 39.69694654744878\n",
" ],\n",
" [\n",
" -88.81140839562583,\n",
" 39.69692813386071\n",
" ],\n",
" [\n",
" -88.81140890301717,\n",
" 39.69690795938794\n",
" ],\n",
" [\n",
" -88.81140925036318,\n",
" 39.69688383030212\n",
" ],\n",
" [\n",
" -88.81140916166363,\n",
" 39.69682913068226\n",
" ],\n",
" [\n",
" -88.81140886634354,\n",
" 39.69679932626504\n",
" ],\n",
" [\n",
" -88.81140837319478,\n",
" 39.696768398204405\n",
" ],\n",
" [\n",
" -88.81140762818033,\n",
" 39.69673643240172\n",
" ],\n",
" [\n",
" -88.81140678267188,\n",
" 39.69670289128972\n",
" ],\n",
" [\n",
" -88.81139517022952,\n",
" 39.69624749411293\n",
" ],\n",
" [\n",
" -88.81136865577807,\n",
" 39.69521574065462\n",
" ],\n",
" [\n",
" -88.81136757202037,\n",
" 39.69517470727548\n",
" ],\n",
" [\n",
" -88.81121989317198,\n",
" 39.68982725103539\n",
" ],\n",
" [\n",
" -88.81121737948031,\n",
" 39.68978998744022\n",
" ],\n",
" [\n",
" -88.81119469805142,\n",
" 39.68968775409045\n",
" ],\n",
" [\n",
" -88.80705666391975,\n",
" 39.682012672569705\n",
" ],\n",
" [\n",
" -88.8069854491783,\n",
" 39.68201055082918\n",
" ],\n",
" [\n",
" -88.80696060487881,\n",
" 39.68201039763034\n",
" ]\n",
" ]\n",
" ]\n",
" ]\n",
" }\n",
" }\n",
" ]\n",
"}\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<Axes: >"
]
},
"metadata": {},
"execution_count": 10
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": "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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "markdown",
"source": [
"![image.png](https://cdn.discordapp.com/attachments/996042416215834684/1096185646273536000/image.png)"
],
"metadata": {
"id": "gySj6RRShn7b"
}
},
{
"cell_type": "markdown",
"source": [
"# Historical"
],
"metadata": {
"id": "4BLQ544iiEf1"
}
},
{
"cell_type": "code",
"source": [
"def simple_plot(data, prop, multipleLocator=30):\n",
" values = [v.get('value') for v in data.get('properties').get(prop).get('values')]\n",
" time = [v.get('time').split('T')[0] for v in data.get('properties').get(prop).get('values')]\n",
" unit = data.get('properties').get(prop).get('unit')\n",
"\n",
" fig, ax = plt.subplots()\n",
" ax.plot(time, values, label = prop + ' (' + unit + ')')\n",
" \n",
" ax.xaxis.set_major_locator(MultipleLocator(multipleLocator))\n",
" \n",
" plt.xticks(rotation=45, ha='right')\n",
" plt.legend()\n",
" plt.show()\n",
"\n",
"simple_plot(daily, 'precipitationSum')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 483
},
"id": "Ja99bxwJNOfz",
"outputId": "06b24475-ab7a-47fe-fe9f-059460bd2263"
},
"execution_count": 11,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": "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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"def plot_3(data, prop1, prop2, prop3, multipleLocator=30):\n",
" values_1 = [v.get('value') for v in data.get('properties').get(prop1).get('values')]\n",
" values_2 = [v.get('value') for v in data.get('properties').get(prop2).get('values')]\n",
" values_3 = [v.get('value') for v in data.get('properties').get(prop3).get('values')]\n",
" time = [v.get('time').split('T')[0] for v in data.get('properties').get(prop1).get('values')]\n",
" unit1 = data.get('properties').get(prop1).get('unit')\n",
" unit2 = data.get('properties').get(prop2).get('unit')\n",
" unit3 = data.get('properties').get(prop3).get('unit')\n",
"\n",
"\n",
"\n",
" fig, ax = plt.subplots()\n",
" ax.plot(time, values_1, label = prop1 + ' (' + unit1 + ')')\n",
" ax.plot(time, values_2, label = prop2 + ' (' + unit2 + ')')\n",
" ax.plot(time, values_3, label = prop3 + ' (' + unit3 + ')')\n",
" \n",
" ax.xaxis.set_major_locator(MultipleLocator(multipleLocator))\n",
" \n",
" plt.xticks(rotation=45, ha='right')\n",
" plt.legend()\n",
" plt.show()\n",
"\n",
"plot_3(daily, 'meanTemperature', 'minTemperature', 'maxTemperature')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 483
},
"id": "TqfLdCPhMbTt",
"outputId": "ac583d02-5e7f-4cd2-8b1a-5d6ab36a00a7"
},
"execution_count": 12,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": "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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "markdown",
"source": [
"# Forecast"
],
"metadata": {
"id": "V4g706yNiKpR"
}
},
{
"cell_type": "code",
"source": [
"daily = forecast(leaf_user, field_id, 'daily', '2023-04-15', '2023-04-25')\n",
"two_days = forecast(leaf_user, field_id, 'daily', '2023-04-15', '2023-04-15')\n",
"hourly = forecast(leaf_user, field_id, 'hourly', '2023-04-15', '2023-04-25')\n",
"\n",
"print(json.dumps(two_days, indent=2))"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "oVUOE8yXiC0m",
"outputId": "963d77c9-1c52-4b6d-da8c-87339455c597"
},
"execution_count": 13,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"{\n",
" \"type\": \"Feature\",\n",
" \"properties\": {\n",
" \"maxTemperature\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": 26.3\n",
" }\n",
" ],\n",
" \"unit\": \"\\u00b0C\"\n",
" },\n",
" \"sunrise\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": \"2023-04-15T11:16\"\n",
" }\n",
" ],\n",
" \"unit\": \"iso8601\"\n",
" },\n",
" \"snowfallSum\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": 0.0\n",
" }\n",
" ],\n",
" \"unit\": \"cm\"\n",
" },\n",
" \"precipitationSum\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": 0.0\n",
" }\n",
" ],\n",
" \"unit\": \"mm\"\n",
" },\n",
" \"maxWindspeed\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": 29.6\n",
" }\n",
" ],\n",
" \"unit\": \"km/h\"\n",
" },\n",
" \"evapotranspiration\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": 4.95\n",
" }\n",
" ],\n",
" \"unit\": \"mm\"\n",
" },\n",
" \"processedTime\": \"2023-04-26T19:34:24.571092\",\n",
" \"rainSum\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": 0.0\n",
" }\n",
" ],\n",
" \"unit\": \"mm\"\n",
" },\n",
" \"maxWindgusts\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": 38.5\n",
" }\n",
" ],\n",
" \"unit\": \"km/h\"\n",
" },\n",
" \"meanTemperature\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": 20.1\n",
" }\n",
" ],\n",
" \"unit\": \"\\u00b0C\"\n",
" },\n",
" \"minTemperature\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": 14.5\n",
" }\n",
" ],\n",
" \"unit\": \"\\u00b0C\"\n",
" },\n",
" \"sunset\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": \"2023-04-16T00:34\"\n",
" }\n",
" ],\n",
" \"unit\": \"iso8601\"\n",
" },\n",
" \"windDirection\": {\n",
" \"values\": [\n",
" {\n",
" \"time\": \"2023-04-15T00:00:00\",\n",
" \"value\": 182.0\n",
" }\n",
" ],\n",
" \"unit\": \"\\u00b0\"\n",
" }\n",
" },\n",
" \"geometry\": {\n",
" \"type\": \"Point\",\n",
" \"coordinates\": [\n",
" -88.8025851715765,\n",
" 39.6893265209844\n",
" ]\n",
" }\n",
"}\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"daily = forecast(leaf_user, field_id, 'daily', '2023-04-15', '2023-04-25')\n",
"\n",
"simple_plot(daily, 'maxWindspeed', 1)\n",
"simple_plot(daily, 'rainSum', 1)\n",
"simple_plot(daily, 'evapotranspiration', 1)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"id": "5wdBXKqACj5z",
"outputId": "7a220b6a-d7d3-414b-f92d-613bad7ab544"
},
"execution_count": 14,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": "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\n"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": "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\n"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": "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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"plot_3(daily, 'meanTemperature', 'minTemperature', 'maxTemperature', 1)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 482
},
"id": "plBXJA__4t3L",
"outputId": "e40dec1f-8c20-4c00-c587-5caa66fc6180"
},
"execution_count": 15,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": "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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"def large_plot(data, prop):\n",
" values = [v.get('value') for v in data.get('properties').get(prop).get('values')]\n",
" time = [v.get('time').split('T')[0] for v in data.get('properties').get(prop).get('values')]\n",
" unit = data.get('properties').get(prop).get('unit')\n",
"\n",
" fig, ax = plt.subplots(figsize=(24, 6))\n",
" ax.plot(time, values, label = prop + ' (' + unit + ')')\n",
" ax.xaxis.set_major_locator(MultipleLocator(30))\n",
" \n",
" plt.xticks(rotation=45, ha='right')\n",
" \n",
" plt.legend()\n",
" plt.show()\n"
],
"metadata": {
"id": "Pfa95RaJ4_RW"
},
"execution_count": 16,
"outputs": []
},
{
"cell_type": "code",
"source": [
"def generic(leaf_user, field_id, end_point, format, start_time, end_time):\n",
" url = 'https://api-dev.agrigate.io/services/weather/api/'\n",
" url += 'users/{}/weather/{}/field/{}/{}?startTime={}&endTime={}'\n",
" url = url.format(leaf_user, end_point, field_id, format, start_time, end_time)\n",
" \n",
" headers = {\n",
" 'Content-Type': 'application/json',\n",
" 'Authorization': 'Bearer ' + TOKEN\n",
" }\n",
"\n",
" response = requests.request(\"GET\", url, headers=headers)\n",
" return response.json()\n",
"\n",
"def historical(leaf_user, field_id, format, start_time, end_time):\n",
" return generic(leaf_user, field_id, 'historical', format, start_time, end_time)\n",
"\n",
"\n",
"large_daily = historical(leaf_user, field_id, 'daily', '2019-01-01', '2023-03-01')\n",
"print('Get large historical')\n",
"# print(large_daily)\n",
"large_plot(large_daily, 'meanTemperature')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 592
},
"id": "saAa0O3s9zZ2",
"outputId": "fce194b1-0c42-421f-b2c7-ff1f6b91babd"
},
"execution_count": 19,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Get large historical\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 2400x600 with 1 Axes>"
],
"image/png": "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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "markdown",
"source": [
"## Compare models\n",
"\n",
"![models](https://cdn.discordapp.com/attachments/709784483875913771/1096216420007805039/image.png)\n",
"\n"
],
"metadata": {
"id": "OyI4ebrk545s"
}
},
{
"cell_type": "code",
"source": [
"def generic_with_model(leaf_user, field_id, end_point, format, start_time, end_time, model):\n",
" url = 'https://api-dev.agrigate.io/services/weather/api/'\n",
" url += 'users/{}/weather/{}/field/{}/{}?startTime={}&endTime={}&model={}'\n",
" url = url.format(leaf_user, end_point, field_id, format, start_time, end_time, model)\n",
" \n",
" headers = {\n",
" 'Content-Type': 'application/json',\n",
" 'Authorization': 'Bearer ' + TOKEN\n",
" }\n",
"\n",
" response = requests.request(\"GET\", url, headers=headers)\n",
"\n",
" return response.json()\n",
"\n",
"\n",
"def forecast(leaf_user, field_id, format, start_time, end_time, model):\n",
" return generic_with_model(leaf_user, field_id, 'forecast', format, start_time, end_time, model)\n",
"\n",
"\n"
],
"metadata": {
"id": "2KA-FIG-EN49"
},
"execution_count": 27,
"outputs": []
},
{
"cell_type": "code",
"source": [
"icon = forecast(leaf_user, field_id, 'daily', '2023-04-27', '2023-05-07', 'icon')\n",
"gfs = forecast(leaf_user, field_id, 'daily', '2023-04-27', '2023-05-07', 'gfs')\n",
"ifs = forecast(leaf_user, field_id, 'daily', '2023-04-27', '2023-05-07', 'ifs')\n",
"gem = forecast(leaf_user, field_id, 'daily', '2023-04-27', '2023-05-07', 'gem')\n",
"arpegeArome = forecast(leaf_user, field_id, 'daily', '2023-04-27', '2023-05-07', 'arpegeArome')\n",
"jma = forecast(leaf_user, field_id, 'daily', '2023-04-27', '2023-05-07', 'jma')"
],
"metadata": {
"id": "OKYOOKqrFXn1"
},
"execution_count": 31,
"outputs": []
},
{
"cell_type": "code",
"source": [
"def plot_models():\n",
"\n",
" prop1 = 'meanTemperature'\n",
"\n",
" icon_temp = [v.get('value') for v in icon.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time').split('T')[0] for v in icon.get('properties').get(prop1).get('values')]\n",
" unit1 = icon.get('properties').get(prop1).get('unit')\n",
"\n",
" gfs_temp = [v.get('value') for v in gfs.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time').split('T')[0] for v in gfs.get('properties').get(prop1).get('values')]\n",
" unit1 = gfs.get('properties').get(prop1).get('unit')\n",
"\n",
" ifs_temp = [v.get('value') for v in ifs.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time').split('T')[0] for v in ifs.get('properties').get(prop1).get('values')]\n",
" unit1 = ifs.get('properties').get(prop1).get('unit')\n",
"\n",
" gem_temp = [v.get('value') for v in gem.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time').split('T')[0] for v in gem.get('properties').get(prop1).get('values')]\n",
" unit1 = gem.get('properties').get(prop1).get('unit')\n",
"\n",
" arpegeArome_temp = [v.get('value') for v in arpegeArome.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time').split('T')[0] for v in arpegeArome.get('properties').get(prop1).get('values')]\n",
" unit1 = arpegeArome.get('properties').get(prop1).get('unit')\n",
"\n",
" jma_temp = [v.get('value') for v in jma.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time').split('T')[0] for v in jma.get('properties').get(prop1).get('values')]\n",
" unit1 = jma.get('properties').get(prop1).get('unit')\n",
"\n",
"\n",
"\n",
" fig, ax = plt.subplots()\n",
" ax.plot(time, icon_temp, label = 'icon' + ' (' + unit1 + ')')\n",
" ax.plot(time, gfs_temp, label = 'gfs_temp' + ' (' + unit1 + ')')\n",
" ax.plot(time, ifs_temp, label = 'ifs_temp' + ' (' + unit1 + ')')\n",
" ax.plot(time, gem_temp, label = 'gem_temp' + ' (' + unit1 + ')')\n",
" ax.plot(time, arpegeArome_temp, label = 'arpegeArome_temp' + ' (' + unit1 + ')')\n",
" ax.plot(time, jma_temp, label = 'jma_temp' + ' (' + unit1 + ')')\n",
"\n",
" \n",
" plt.xticks(rotation=45, ha='right')\n",
" plt.legend()\n",
" plt.show()\n",
"\n",
"plot_models()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 482
},
"id": "GcHAK4OrGYNK",
"outputId": "6dfc6ec3-4b0c-434d-dc5b-d23e1395a7e1"
},
"execution_count": 36,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": "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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"icon = forecast(leaf_user, field_id, 'hourly', '2023-04-27', '2023-05-07', 'icon')\n",
"gfs = forecast(leaf_user, field_id, 'hourly', '2023-04-27', '2023-05-07', 'gfs')\n",
"ifs = forecast(leaf_user, field_id, 'hourly', '2023-04-27', '2023-05-07', 'ifs')\n",
"gem = forecast(leaf_user, field_id, 'hourly', '2023-04-27', '2023-05-07', 'gem')\n",
"arpegeArome = forecast(leaf_user, field_id, 'hourly', '2023-04-27', '2023-05-07', 'arpegeArome')\n",
"jma = forecast(leaf_user, field_id, 'hourly', '2023-04-27', '2023-05-07', 'jma')"
],
"metadata": {
"id": "RB0fSB8NKoo-"
},
"execution_count": 37,
"outputs": []
},
{
"cell_type": "code",
"source": [
"def plot_models():\n",
"\n",
" prop1 = 'temperature'\n",
"\n",
" icon_temp = [v.get('value') for v in icon.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time') for v in icon.get('properties').get(prop1).get('values')]\n",
" unit1 = icon.get('properties').get(prop1).get('unit')\n",
"\n",
" gfs_temp = [v.get('value') for v in gfs.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time') for v in gfs.get('properties').get(prop1).get('values')]\n",
" unit1 = gfs.get('properties').get(prop1).get('unit')\n",
"\n",
" ifs_temp = [v.get('value') for v in ifs.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time') for v in ifs.get('properties').get(prop1).get('values')]\n",
" unit1 = ifs.get('properties').get(prop1).get('unit')\n",
"\n",
" gem_temp = [v.get('value') for v in gem.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time') for v in gem.get('properties').get(prop1).get('values')]\n",
" unit1 = gem.get('properties').get(prop1).get('unit')\n",
"\n",
" arpegeArome_temp = [v.get('value') for v in arpegeArome.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time') for v in arpegeArome.get('properties').get(prop1).get('values')]\n",
" unit1 = arpegeArome.get('properties').get(prop1).get('unit')\n",
"\n",
" jma_temp = [v.get('value') for v in jma.get('properties').get(prop1).get('values')]\n",
" time = [v.get('time') for v in jma.get('properties').get(prop1).get('values')]\n",
" unit1 = jma.get('properties').get(prop1).get('unit')\n",
"\n",
"\n",
"\n",
" fig, ax = plt.subplots()\n",
" ax.plot(time, icon_temp, label = 'icon' + ' (' + unit1 + ')')\n",
" ax.plot(time, gfs_temp, label = 'gfs_temp' + ' (' + unit1 + ')')\n",
" ax.plot(time, ifs_temp, label = 'ifs_temp' + ' (' + unit1 + ')')\n",
" ax.plot(time, gem_temp, label = 'gem_temp' + ' (' + unit1 + ')')\n",
" ax.plot(time, arpegeArome_temp, label = 'arpegeArome_temp' + ' (' + unit1 + ')')\n",
" ax.plot(time, jma_temp, label = 'jma_temp' + ' (' + unit1 + ')')\n",
"\n",
" ax.xaxis.set_major_locator(MultipleLocator(24))\n",
"\n",
" \n",
" plt.xticks(rotation=45, ha='right')\n",
" plt.legend()\n",
" plt.show()\n",
"\n",
"plot_models()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 532
},
"id": "L4MqZOuqKwKc",
"outputId": "3126b635-8b45-4fc6-c057-f26427bd4a5d"
},
"execution_count": 41,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": "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\n"
},
"metadata": {}
}
]
}
]
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment