data/notebooks/Lab/QA_vector_to_h3_data.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "65b0e775-df8c-474a-8413-fd413acb1257",
"metadata": {},
"outputs": [],
"source": [
"# Import libraries\n",
"import json\n",
"import os\n",
"from pathlib import Path#\n",
"\n",
"import geopandas as gpd\n",
"import h3\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"import psycopg2\n",
"import rasterio as rio\n",
"import rasterio.plot\n",
"from h3ronpy import raster, util, vector\n",
"from psycopg2.pool import ThreadedConnectionPool\n",
"from rasterstats import gen_point_query, gen_zonal_stats, zonal_stats\n",
"from shapely.geometry import LinearRing, Point, Polygon, box, mapping, shape\n",
"from sqlalchemy import create_engine\n",
"import fiona"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "0e02a56c-f6be-479a-afea-579265d3fffc",
"metadata": {},
"outputs": [],
"source": [
"env_path = \".env\"\n",
"with open(env_path) as f:\n",
" env = {}\n",
" for line in f.readlines():\n",
" if line.startswith(\"#\"):\n",
" continue\n",
" env_key, _val = line.split(\"=\", 1)\n",
" env_value = _val.split(\"\\n\")[0]\n",
" env[env_key] = env_value\n",
"\n",
"postgres_thread_pool = ThreadedConnectionPool(\n",
" 1,\n",
" 50,\n",
" host=env[\"API_POSTGRES_HOST\"],\n",
" port=env[\"API_POSTGRES_PORT\"],\n",
" user=env[\"API_POSTGRES_USERNAME\"],\n",
" password=env[\"API_POSTGRES_PASSWORD\"],\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "17cec265-a290-4d10-9169-eccd4362b4ca",
"metadata": {},
"outputs": [],
"source": [
"def get_h3_for_region(col: str, table: str, region: str, ps_thread_pool=postgres_thread_pool) -> pd.DataFrame:\n",
" conn = postgres_thread_pool.getconn()\n",
" cursor = conn.cursor()\n",
" query = f\"\"\"\n",
" select {col} from {table} df \n",
" where df.h3index in \n",
" (select h3_uncompact(gr.\"h3Compact\"::h3index[], 6) from geo_region gr \n",
" inner join admin_region ar \n",
" on gr.id = ar.\"geoRegionId\" \n",
" and ar.name={region});\n",
" \"\"\"\n",
" df = pd.read_sql_query(query, conn)\n",
" conn.close()\n",
" return df\n",
"\n",
"\n",
"def convert_to_geopandas(df: pd.DataFrame) -> gpd.GeoDataFrame:\n",
" df[\"geometry\"] = df[\"h3index\"].apply(lambda x: Polygon(h3.h3_to_geo_boundary(x, geo_json=True)))\n",
" df = gpd.GeoDataFrame(df, geometry=df.geometry)\n",
" return df"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "e51bc515-3fbd-40da-879f-e97c095a5332",
"metadata": {},
"outputs": [],
"source": [
"def records(filename, usecols, **kwargs):\n",
" \"\"\"Generator to subset of columns from vector files\"\"\"\n",
" with fiona.open(filename, **kwargs) as source:\n",
" for feature in source:\n",
" f = {k: feature[k] for k in [\"id\", \"geometry\"]}\n",
" f[\"properties\"] = {k: feature[\"properties\"][k] for k in usecols}\n",
" yield f\n",
"\n",
"\n",
"def vector_file_to_h3dataframe(\n",
" filename: Path,\n",
" columns: list,\n",
" h3_res: int = 6,\n",
") -> gpd.GeoDataFrame:\n",
" \"\"\"Converts a vector file to a GeoDataFrame\"\"\"\n",
" print(f\"Reading {str(filename)} and converting geometry to H3...\")\n",
" gdf = gpd.GeoDataFrame.from_features(records(filename, columns)).set_crs(\"EPSG:4326\").explode()\n",
" h3df = vector.geodataframe_to_h3(gdf, h3_res)\n",
" h3df = h3df.set_index(\"h3index\")\n",
" return h3df"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "cdd3428e-be73-49de-9662-7bda252edf78",
"metadata": {},
"outputs": [],
"source": [
"aqueduct_file = Path(\n",
" \"/home/biel/Vizzuality/lg_data/Y2019M07D12_Aqueduct30_V01/baseline/annual/y2019m07d11_aqueduct30_annual_v01.gpkg\"\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "caacac20-4b4e-4ae5-906b-1e3abdcd09d0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Reading /home/biel/Vizzuality/lg_data/Y2019M07D12_Aqueduct30_V01/baseline/annual/y2019m07d11_aqueduct30_annual_v01.gpkg and converting geometry to H3...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_1150851/841472429.py:17: FutureWarning: Currently, index_parts defaults to True, but in the future, it will default to False to be consistent with Pandas. Use `index_parts=True` to keep the current behavior and True/False to silence the warning.\n",
" gdf = gpd.GeoDataFrame.from_features(records(filename, columns)).set_crs(\"EPSG:4326\").explode()\n"
]
}
],
"source": [
"df = vector_file_to_h3dataframe(aqueduct_file, [\"bws_cat\", \"bws_label\"])"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "c1655feb-f255-47e0-8158-70365e542eda",
"metadata": {},
"outputs": [
{
"ename": "AttributeError",
"evalue": "'DataFrame' object has no attribute 'unique'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
"Input \u001b[0;32mIn [10]\u001b[0m, in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mdf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43munique\u001b[49m()\n",
"File \u001b[0;32m~/miniconda3/envs/landgriffon/lib/python3.10/site-packages/pandas/core/generic.py:5575\u001b[0m, in \u001b[0;36mNDFrame.__getattr__\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m 5568\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m (\n\u001b[1;32m 5569\u001b[0m name \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_internal_names_set\n\u001b[1;32m 5570\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m name \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_metadata\n\u001b[1;32m 5571\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m name \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_accessors\n\u001b[1;32m 5572\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_info_axis\u001b[38;5;241m.\u001b[39m_can_hold_identifiers_and_holds_name(name)\n\u001b[1;32m 5573\u001b[0m ):\n\u001b[1;32m 5574\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m[name]\n\u001b[0;32m-> 5575\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mobject\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[38;5;21;43m__getattribute__\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[43m)\u001b[49m\n",
"\u001b[0;31mAttributeError\u001b[0m: 'DataFrame' object has no attribute 'unique'"
]
}
],
"source": [
"df.uniqu"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "056e0594-14bf-4e4a-8f51-093fc40b1e4d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"bws_cat\n",
"-1.0 [Arid and Low Water Use]\n",
" 0.0 [Low (<10%)]\n",
" 1.0 [Low - Medium (10-20%)]\n",
" 2.0 [Medium - High (20-40%)]\n",
" 3.0 [High (40-80%)]\n",
" 4.0 [Extremely High (>80%)]\n",
"Name: bws_label, dtype: object"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.groupby(\"bws_cat\")[\"bws_label\"].apply(lambda x: x.unique())"
]
},
{
"cell_type": "markdown",
"id": "6b939b1a-1015-45fe-896d-e76378ea5d5e",
"metadata": {
"tags": []
},
"source": [
"## Check the duplicates in Aqueduct dataset"
]
},
{
"cell_type": "code",
"execution_count": 115,
"id": "36874a15-e468-45ac-b12e-7febc2efd606",
"metadata": {},
"outputs": [
{
"data": {
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" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bws_cat</th>\n",
" <th>aq30_id</th>\n",
" <th>pfaf_id</th>\n",
" <th>string_id</th>\n",
" </tr>\n",
" <tr>\n",
" <th>h3index</th>\n",
" <th></th>\n",
" <th></th>\n",
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" <tbody>\n",
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" <th>607576025534038015</th>\n",
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" <td>None-None-3190</td>\n",
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" <th>607576025534038015</th>\n",
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" <td>None-None-3230</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" bws_cat aq30_id pfaf_id string_id\n",
"h3index \n",
"607576025534038015 NaN 66743 -9999 None-None-3190\n",
"607576025534038015 NaN 66788 -9999 None-None-3230"
]
},
"execution_count": 115,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dfdf[~df.index.duplicated()]"
]
},
{
"cell_type": "code",
"execution_count": 116,
"id": "94f39542-112e-4455-aae1-4998a9abf9a9",
"metadata": {},
"outputs": [],
"source": [
"dupes = df[df.index.duplicated()].reset_index()"
]
},
{
"cell_type": "code",
"execution_count": 117,
"id": "efa6b0c8-0def-4435-b8d3-f136e297ae0f",
"metadata": {},
"outputs": [],
"source": [
"dupe_idx = df.index[df.index.duplicated()]"
]
},
{
"cell_type": "code",
"execution_count": 68,
"id": "53fca5b0-a813-4b5b-863e-61367259e646",
"metadata": {},
"outputs": [
{
"data": {
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" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>h3index</th>\n",
" <th>bws_cat</th>\n",
" <th>aq30_id</th>\n",
" <th>pfaf_id</th>\n",
" <th>string_id</th>\n",
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" </thead>\n",
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],
"text/plain": [
" h3index bws_cat aq30_id pfaf_id string_id\n",
"0 607576025534038015 NaN 66743 -9999 None-None-3190\n",
"3310 607576025534038015 NaN 66788 -9999 None-None-3230"
]
},
"execution_count": 68,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dupes[dupes.h3index==607576025534038015]"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "f5a10145-8cc2-47d9-aa7c-d2b67d64a79b",
"metadata": {},
"outputs": [],
"source": [
"gdf = util.dataframe_to_geodataframe(dupes)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "d44d7472-6565-4722-a6e6-eac6ce830c51",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/biel/miniconda3/envs/landgriffon/lib/python3.10/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
" pd.Int64Index,\n"
]
}
],
"source": [
"gdf.to_file('/home/biel/Vizzuality/lg_data/Y2019M07D12_Aqueduct30_V01/baseline/annual/duplicated_h3.geojson', driver='GeoJSON')"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "2fbf474c-e315-43dc-85d2-b2052475a524",
"metadata": {},
"outputs": [],
"source": [
"# remove auqeduct h3 dataframes\n",
"del df\n",
"del gdf"
]
},
{
"cell_type": "markdown",
"id": "cf023d3d-a89c-42c4-affe-25822d2c5e34",
"metadata": {},
"source": [
"### A try with h3pandas\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "71f86a52-3fc3-47c3-acee-55af4a934770",
"metadata": {},
"outputs": [],
"source": [
"import h3pandas\n",
"buggy_df = gpd.read_file(aqueduct_file)\n",
"buggy_df = buggy_df[[\"bws_cat\", \"aq30_id\", \"pfaf_id\", \"string_id\", \"geometry\"]]"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "7c5050d5-9507-42fc-b6f8-4d5dd5353a56",
"metadata": {},
"outputs": [],
"source": [
"buggy_h3df = buggy_df.h3.polyfill(6, explode=True)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "837b293e-4c73-4b42-b9cd-2b1de6b370cd",
"metadata": {},
"outputs": [
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" <td>863e63987ffffff</td>\n",
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"</table>\n",
"</div>"
],
"text/plain": [
" bws_cat aq30_id pfaf_id string_id \\\n",
"0 4.0 0 111011 111011-EGY.11_1-3365 \n",
"1 4.0 1 111011 111011-EGY.15_1-3365 \n",
"1 4.0 1 111011 111011-EGY.15_1-3365 \n",
"1 4.0 1 111011 111011-EGY.15_1-3365 \n",
"1 4.0 1 111011 111011-EGY.15_1-3365 \n",
"\n",
" geometry h3_polyfill \n",
"0 MULTIPOLYGON (((31.90591 29.85789, 31.90257 29... NaN \n",
"1 MULTIPOLYGON (((31.90257 29.82958, 31.90591 29... 863e63d6fffffff \n",
"1 MULTIPOLYGON (((31.90257 29.82958, 31.90591 29... 863e638a7ffffff \n",
"1 MULTIPOLYGON (((31.90257 29.82958, 31.90591 29... 863e639b7ffffff \n",
"1 MULTIPOLYGON (((31.90257 29.82958, 31.90591 29... 863e63987ffffff "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"buggy_h3df.head()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "f6958a27-3429-438b-b5ea-0a6decd4bc6f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"3890624"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(buggy_h3df)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "5a8c1b4d-965d-4a2e-80f2-e7f2297fbf2b",
"metadata": {},
"outputs": [
{
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" <th></th>\n",
" <th>bws_cat</th>\n",
" <th>aq30_id</th>\n",
" <th>pfaf_id</th>\n",
" <th>string_id</th>\n",
" <th>geometry</th>\n",
" <th>h3_polyfill</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>66738</th>\n",
" <td>NaN</td>\n",
" <td>66743</td>\n",
" <td>-9999</td>\n",
" <td>None-None-3190</td>\n",
" <td>MULTIPOLYGON (((-169.00000 -84.71084, -168.999...</td>\n",
" <td>86ef0e64fffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66738</th>\n",
" <td>NaN</td>\n",
" <td>66743</td>\n",
" <td>-9999</td>\n",
" <td>None-None-3190</td>\n",
" <td>MULTIPOLYGON (((-169.00000 -84.71084, -168.999...</td>\n",
" <td>86ee25c4fffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66738</th>\n",
" <td>NaN</td>\n",
" <td>66743</td>\n",
" <td>-9999</td>\n",
" <td>None-None-3190</td>\n",
" <td>MULTIPOLYGON (((-169.00000 -84.71084, -168.999...</td>\n",
" <td>86ef0ac57ffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66738</th>\n",
" <td>NaN</td>\n",
" <td>66743</td>\n",
" <td>-9999</td>\n",
" <td>None-None-3190</td>\n",
" <td>MULTIPOLYGON (((-169.00000 -84.71084, -168.999...</td>\n",
" <td>86ef0a2f7ffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66738</th>\n",
" <td>NaN</td>\n",
" <td>66743</td>\n",
" <td>-9999</td>\n",
" <td>None-None-3190</td>\n",
" <td>MULTIPOLYGON (((-169.00000 -84.71084, -168.999...</td>\n",
" <td>86ef4d7b7ffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66861</th>\n",
" <td>NaN</td>\n",
" <td>66866</td>\n",
" <td>-9999</td>\n",
" <td>None-None-3302</td>\n",
" <td>MULTIPOLYGON (((-60.22000 -80.28584, -60.31583...</td>\n",
" <td>86ef2b44fffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66861</th>\n",
" <td>NaN</td>\n",
" <td>66866</td>\n",
" <td>-9999</td>\n",
" <td>None-None-3302</td>\n",
" <td>MULTIPOLYGON (((-60.22000 -80.28584, -60.31583...</td>\n",
" <td>86ef0d807ffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66861</th>\n",
" <td>NaN</td>\n",
" <td>66866</td>\n",
" <td>-9999</td>\n",
" <td>None-None-3302</td>\n",
" <td>MULTIPOLYGON (((-60.22000 -80.28584, -60.31583...</td>\n",
" <td>86ef2b0f7ffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66861</th>\n",
" <td>NaN</td>\n",
" <td>66866</td>\n",
" <td>-9999</td>\n",
" <td>None-None-3302</td>\n",
" <td>MULTIPOLYGON (((-60.22000 -80.28584, -60.31583...</td>\n",
" <td>86ef0d917ffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66861</th>\n",
" <td>NaN</td>\n",
" <td>66866</td>\n",
" <td>-9999</td>\n",
" <td>None-None-3302</td>\n",
" <td>MULTIPOLYGON (((-60.22000 -80.28584, -60.31583...</td>\n",
" <td>86ef2b64fffffff</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>6620 rows × 6 columns</p>\n",
"</div>"
],
"text/plain": [
" bws_cat aq30_id pfaf_id string_id \\\n",
"66738 NaN 66743 -9999 None-None-3190 \n",
"66738 NaN 66743 -9999 None-None-3190 \n",
"66738 NaN 66743 -9999 None-None-3190 \n",
"66738 NaN 66743 -9999 None-None-3190 \n",
"66738 NaN 66743 -9999 None-None-3190 \n",
"... ... ... ... ... \n",
"66861 NaN 66866 -9999 None-None-3302 \n",
"66861 NaN 66866 -9999 None-None-3302 \n",
"66861 NaN 66866 -9999 None-None-3302 \n",
"66861 NaN 66866 -9999 None-None-3302 \n",
"66861 NaN 66866 -9999 None-None-3302 \n",
"\n",
" geometry h3_polyfill \n",
"66738 MULTIPOLYGON (((-169.00000 -84.71084, -168.999... 86ef0e64fffffff \n",
"66738 MULTIPOLYGON (((-169.00000 -84.71084, -168.999... 86ee25c4fffffff \n",
"66738 MULTIPOLYGON (((-169.00000 -84.71084, -168.999... 86ef0ac57ffffff \n",
"66738 MULTIPOLYGON (((-169.00000 -84.71084, -168.999... 86ef0a2f7ffffff \n",
"66738 MULTIPOLYGON (((-169.00000 -84.71084, -168.999... 86ef4d7b7ffffff \n",
"... ... ... \n",
"66861 MULTIPOLYGON (((-60.22000 -80.28584, -60.31583... 86ef2b44fffffff \n",
"66861 MULTIPOLYGON (((-60.22000 -80.28584, -60.31583... 86ef0d807ffffff \n",
"66861 MULTIPOLYGON (((-60.22000 -80.28584, -60.31583... 86ef2b0f7ffffff \n",
"66861 MULTIPOLYGON (((-60.22000 -80.28584, -60.31583... 86ef0d917ffffff \n",
"66861 MULTIPOLYGON (((-60.22000 -80.28584, -60.31583... 86ef2b64fffffff \n",
"\n",
"[6620 rows x 6 columns]"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"buggy_h3df[buggy_h3df.h3_polyfill.duplicated(keep=False)].dropna(subset=\"h3_polyfill\")"
]
},
{
"cell_type": "markdown",
"id": "3279916e-199f-481e-941b-2f4436559bdf",
"metadata": {},
"source": [
"### Inpect the Antartica geometries of the original dataset"
]
},
{
"cell_type": "code",
"execution_count": 61,
"id": "7ea541ce-263d-4dd6-bbef-5fdd80106232",
"metadata": {},
"outputs": [],
"source": [
"cols = [\"bws_cat\", \"aq30_id\", \"aqid\",\"pfaf_id\", \"string_id\"]\n",
"df = gpd.GeoDataFrame.from_features(records(aqueduct_file, cols)).set_crs(\"EPSG:4326\")"
]
},
{
"cell_type": "code",
"execution_count": 47,
"id": "06d40e4c-1922-461e-a2e6-a48e6e619118",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>geometry</th>\n",
" <th>bws_cat</th>\n",
" <th>aq30_id</th>\n",
" <th>aqid</th>\n",
" <th>pfaf_id</th>\n",
" <th>string_id</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>MULTIPOLYGON (((31.90591 29.85789, 31.90257 29...</td>\n",
" <td>4.0</td>\n",
" <td>0</td>\n",
" <td>3365</td>\n",
" <td>111011</td>\n",
" <td>111011-EGY.11_1-3365</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>MULTIPOLYGON (((31.90257 29.82958, 31.90591 29...</td>\n",
" <td>4.0</td>\n",
" <td>1</td>\n",
" <td>3365</td>\n",
" <td>111011</td>\n",
" <td>111011-EGY.15_1-3365</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>MULTIPOLYGON (((32.36609 29.63378, 32.36160 29...</td>\n",
" <td>4.0</td>\n",
" <td>2</td>\n",
" <td>-9999</td>\n",
" <td>111011</td>\n",
" <td>111011-EGY.15_1-None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>MULTIPOLYGON (((32.46194 29.89251, 32.46440 29...</td>\n",
" <td>4.0</td>\n",
" <td>3</td>\n",
" <td>3365</td>\n",
" <td>111011</td>\n",
" <td>111011-None-3365</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>MULTIPOLYGON (((32.46440 29.88856, 32.46194 29...</td>\n",
" <td>4.0</td>\n",
" <td>4</td>\n",
" <td>-9999</td>\n",
" <td>111011</td>\n",
" <td>111011-None-None</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" geometry bws_cat aq30_id aqid \\\n",
"0 MULTIPOLYGON (((31.90591 29.85789, 31.90257 29... 4.0 0 3365 \n",
"1 MULTIPOLYGON (((31.90257 29.82958, 31.90591 29... 4.0 1 3365 \n",
"2 MULTIPOLYGON (((32.36609 29.63378, 32.36160 29... 4.0 2 -9999 \n",
"3 MULTIPOLYGON (((32.46194 29.89251, 32.46440 29... 4.0 3 3365 \n",
"4 MULTIPOLYGON (((32.46440 29.88856, 32.46194 29... 4.0 4 -9999 \n",
"\n",
" pfaf_id string_id \n",
"0 111011 111011-EGY.11_1-3365 \n",
"1 111011 111011-EGY.15_1-3365 \n",
"2 111011 111011-EGY.15_1-None \n",
"3 111011 111011-None-3365 \n",
"4 111011 111011-None-None "
]
},
"execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.head()"
]
},
{
"cell_type": "code",
"execution_count": 48,
"id": "68360ad1-b809-4e56-aa42-5f2670da4965",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 48,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 720x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"df.loc[df.aq30_id == 66743].plot(figsize=(10, 10))"
]
},
{
"cell_type": "code",
"execution_count": 55,
"id": "1bc1af83-a17c-4df1-ac4d-5ed32fde8c28",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 55,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"df.loc[df.aq30_id == 66788].plot(figsize=(10, 10))"
]
},
{
"cell_type": "code",
"execution_count": 59,
"id": "369c45f8-996c-4892-abdf-daaaacb83177",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 59,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"df.loc[df.aq30_id.isin([66788, 66743])].plot(figsize=(10, 10))"
]
},
{
"cell_type": "markdown",
"id": "cc339996-40c1-43e5-9d63-cbe3b13c85d4",
"metadata": {},
"source": [
"# Check H3 data ingested"
]
},
{
"cell_type": "code",
"execution_count": 131,
"id": "3e4c5343-76ac-40fc-99b9-d491c5614abb",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/biel/miniconda3/envs/landgriffon/lib/python3.10/site-packages/pandas/io/sql.py:761: UserWarning: pandas only support SQLAlchemy connectable(engine/connection) ordatabase string URI or sqlite3 DBAPI2 connectionother DBAPI2 objects are not tested, please consider using SQLAlchemy\n",
" warnings.warn(\n"
]
}
],
"source": [
"df = get_h3_for_region(\"bws_cat, h3index\", \"h3_grid_aqueduct_global\", \"'India'\", postgres_thread_pool)"
]
},
{
"cell_type": "code",
"execution_count": 132,
"id": "6fe5322c-8c88-4bb1-aa1e-b416b9e52e7a",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bws_cat</th>\n",
" <th>h3index</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>4.0</td>\n",
" <td>86424a40fffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>4.0</td>\n",
" <td>863dab437ffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>4.0</td>\n",
" <td>8642e8d77ffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>1.0</td>\n",
" <td>86608d78fffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>3.0</td>\n",
" <td>8642c580fffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85934</th>\n",
" <td>3.0</td>\n",
" <td>8660b3747ffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85935</th>\n",
" <td>4.0</td>\n",
" <td>863da39afffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85936</th>\n",
" <td>4.0</td>\n",
" <td>8660b165fffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85937</th>\n",
" <td>4.0</td>\n",
" <td>86609990fffffff</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85938</th>\n",
" <td>2.0</td>\n",
" <td>866095407ffffff</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>85939 rows × 2 columns</p>\n",
"</div>"
],
"text/plain": [
" bws_cat h3index\n",
"0 4.0 86424a40fffffff\n",
"1 4.0 863dab437ffffff\n",
"2 4.0 8642e8d77ffffff\n",
"3 1.0 86608d78fffffff\n",
"4 3.0 8642c580fffffff\n",
"... ... ...\n",
"85934 3.0 8660b3747ffffff\n",
"85935 4.0 863da39afffffff\n",
"85936 4.0 8660b165fffffff\n",
"85937 4.0 86609990fffffff\n",
"85938 2.0 866095407ffffff\n",
"\n",
"[85939 rows x 2 columns]"
]
},
"execution_count": 132,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df"
]
},
{
"cell_type": "code",
"execution_count": 133,
"id": "39ae08e6-f024-4b06-b769-21449b5ba6b8",
"metadata": {},
"outputs": [],
"source": [
"hdf = convert_to_geopandas(df)"
]
},
{
"cell_type": "code",
"execution_count": 137,
"id": "fcfbe828-01ef-4259-aed1-294033d07e4c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 137,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 864x864 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"hdf.plot(column=\"bws_cat\", figsize=(12,12))"
]
},
{
"cell_type": "code",
"execution_count": 138,
"id": "3d91f38a-bb35-4339-9327-aca8415397ae",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/biel/miniconda3/envs/landgriffon/lib/python3.10/site-packages/geopandas/io/file.py:362: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
" pd.Int64Index,\n"
]
}
],
"source": [
"hdf.to_file('/home/biel/Vizzuality/lg_data/Y2019M07D12_Aqueduct30_V01/baseline/annual/india_h3.geojson', driver='GeoJSON')"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "95b5823d-6423-4312-a53d-2afc90079c50",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"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": "3.10.4"
}
},
"nbformat": 4,
"nbformat_minor": 5
}