fmda/data_test.ipynb

   1 {
   2  "cells": [
   3   {
   4    "cell_type": "code",
   5    "execution_count": null,
   6    "id": "761f5ca8-5ec1-4eda-a5ce-03207275819a",
   7    "metadata": {},
   8    "outputs": [],
   9    "source": [
  10     "import data_funcs as datf\n",
  11     "from data_funcs import format_raws, retrieve_raws, format_precip, fixnan, load_and_fix_data\n",
  12     "from data_funcs import raws_data, synthetic_data, plot_data, check_data, rmse_data, to_json, from_json\n",
  13     "from utils import print_dict_summary"
  14    ]
  15   },
  16   {
  17    "cell_type": "code",
  18    "execution_count": null,
  19    "id": "3184b2a0-0049-4964-9b1c-d88b9634f55c",
  20    "metadata": {},
  21    "outputs": [],
  22    "source": [
  23     "dict_file='data/testing_dict.pickle' # input path of FMDA dictionaries\n",
  24     "dict_dir='fmda_data_dicts' # input path of FMDA dictionaries"
  25    ]
  26   },
  27   {
  28    "cell_type": "code",
  29    "execution_count": null,
  30    "id": "760e93a5-e347-4ca2-8072-a2ef830e15a3",
  31    "metadata": {},
  32    "outputs": [],
  33    "source": [
  34     "d=load_and_fix_data(dict_file)"
  35    ]
  36   },
  37   {
  38    "cell_type": "code",
  39    "execution_count": null,
  40    "id": "b6581fab-1cf4-4a8e-96f1-605f13b45e80",
  41    "metadata": {},
  42    "outputs": [],
  43    "source": [
  44     "import os\n",
  45     "for file in [path for path in os.listdir(dict_dir) if path.endswith('pickle')]:\n",
  46     "    filename = os.path.join(dict_dir,os.fsdecode(file))\n",
  47     "    print(filename)\n",
  48     "    d=load_and_fix_data(dict_file)\n",
  49     "    print_dict_summary(d)"
  50    ]
  51   },
  52   {
  53    "cell_type": "code",
  54    "execution_count": null,
  55    "id": "2f446888-2344-4db6-907f-aa258d6561eb",
  56    "metadata": {},
  57    "outputs": [],
  58    "source": [
  59     "## misc tests"
  60    ]
  61   },
  62   {
  63    "cell_type": "code",
  64    "execution_count": null,
  65    "id": "c679ac3d-b9de-4398-9312-94bcd27b3592",
  66    "metadata": {},
  67    "outputs": [],
  68    "source": [
  69     "long = -100\n",
  70     "lat = 40\n",
  71     "query = ('https://api.open-elevation.com/api/v1/lookup'  f'?locations={lat},{long}')"
  72    ]
  73   },
  74   {
  75    "cell_type": "code",
  76    "execution_count": null,
  77    "id": "4287e2a5-debf-4b50-bf62-9f9ffcfea544",
  78    "metadata": {},
  79    "outputs": [],
  80    "source": [
  81     "query"
  82    ]
  83   },
  84   {
  85    "cell_type": "code",
  86    "execution_count": null,
  87    "id": "38eab8f1-aab5-429b-986d-0b86e7e8045b",
  88    "metadata": {},
  89    "outputs": [],
  90    "source": [
  91     "import requests\n",
  92     "r = requests.get(query).json() "
  93    ]
  94   },
  95   {
  96    "cell_type": "code",
  97    "execution_count": null,
  98    "id": "db90180f-e229-4d2e-82bc-bef7743f1ff4",
  99    "metadata": {},
 100    "outputs": [],
 101    "source": [
 102     "r"
 103    ]
 104   },
 105   {
 106    "cell_type": "code",
 107    "execution_count": null,
 108    "id": "81bb5466-e2e7-4541-9b4a-0166d6411e68",
 109    "metadata": {},
 110    "outputs": [],
 111    "source": [
 112     "e=r['results'][0]['elevation']"
 113    ]
 114   },
 115   {
 116    "cell_type": "code",
 117    "execution_count": null,
 118    "id": "a2d1bc08-649f-4e65-9d9b-dcd04d3dd440",
 119    "metadata": {},
 120    "outputs": [],
 121    "source": [
 122     "type(e)"
 123    ]
 124   },
 125   {
 126    "cell_type": "code",
 127    "execution_count": null,
 128    "id": "32687b73-a1c7-42d1-8806-c292512af36c",
 129    "metadata": {},
 130    "outputs": [],
 131    "source": []
 132   }
 133  ],
 134  "metadata": {
 135   "kernelspec": {
 136    "display_name": "Python 3 (ipykernel)",
 137    "language": "python",
 138    "name": "python3"
 139   },
 140   "language_info": {
 141    "codemirror_mode": {
 142     "name": "ipython",
 143     "version": 3
 144    },
 145    "file_extension": ".py",
 146    "mimetype": "text/x-python",
 147    "name": "python",
 148    "nbconvert_exporter": "python",
 149    "pygments_lexer": "ipython3",
 150    "version": "3.10.9"
 151   }
 152  },
 153  "nbformat": 4,
 154  "nbformat_minor": 5
 155 }