diff --git a/python/.gitignore b/python/.gitignore index 010c17bc9..f1a09b2f1 100644 --- a/python/.gitignore +++ b/python/.gitignore @@ -1,3 +1,5 @@ +.ipynb_checkpoints + tmp*.py tmp*.ts tmp*.js diff --git a/python/examples/overture_buildings.ipynb b/python/examples/overture_buildings.ipynb new file mode 100644 index 000000000..6833721e8 --- /dev/null +++ b/python/examples/overture_buildings.ipynb @@ -0,0 +1,4640 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "6a7a99a3", + "metadata": {}, + "outputs": [], + "source": [ + "# /// script\n", + "# requires-python = \">=3.9\"\n", + "# dependencies = [\n", + "# \"geoarrow-rust-io>=0.4.0b2\",\n", + "# \"lonboard\",\n", + "# \"requests\",\n", + "# ]\n", + "# ///" + ] + }, + { + "cell_type": "markdown", + "id": "1e520c8f-7039-4f29-886f-c0ece88a03d3", + "metadata": {}, + "source": [ + "## Reading spatially-partitioned GeoParquet\n", + "\n", + "This notebook is an example of reading spatially-partitioned GeoParquet directly from the cloud, with no server in between. This will load a spatial filter from Overture's buildings dataset on the fly, even though the dataset has over 2 billion rows.\n", + "\n", + "This notebook uses [`juv`](https://github.com/manzt/juv) for dependency management. First [install `uv`](https://docs.astral.sh/uv/) then launch this notebook with:\n", + "\n", + "```\n", + "uvx juv run overture_buildings.ipynb\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "f3fbf8ae-fbe1-4818-b808-b797c1f1c2b4", + "metadata": {}, + "source": [ + "### Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ae7be0e6", + "metadata": {}, + "outputs": [], + "source": [ + "import lonboard\n", + "import requests\n", + "\n", + "from IPython.display import JSON\n", + "\n", + "from geoarrow.rust.io import ParquetDataset\n", + "from geoarrow.rust.io.store import S3Store" + ] + }, + { + "cell_type": "markdown", + "id": "8fa909b1-dd3e-4ad8-accf-ab4116852aa9", + "metadata": {}, + "source": [ + "Overture publishes a JSON manifest with the Parquet files in each release. We'll fetch this and inspect it:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "00541ac9-7000-457c-a3da-dba757b783cf", + "metadata": {}, + "outputs": [], + "source": [ + "manifest_url = \"https://raw.githubusercontent.com/OvertureMaps/io-site/refs/heads/manifest_driven_downloads/site/src/09-18-manifest.json\"\n", + "manifest = requests.get(manifest_url).json()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "fc8acba3-e40d-49ba-a0d3-5a0d85106a83", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\u001b[0;31mInit signature:\u001b[0m\n", + "\u001b[0mJSON\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0murl\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mexpanded\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mmetadata\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mroot\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'root'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mDocstring:\u001b[0m \n", + "JSON expects a JSON-able dict or list\n", + "\n", + "not an already-serialized JSON string.\n", + "\n", + "Scalar types (None, number, string) are not allowed, only dict or list containers.\n", + "\u001b[0;31mInit docstring:\u001b[0m\n", + "Create a JSON display object given raw data.\n", + "\n", + "Parameters\n", + "----------\n", + "data : dict or list\n", + " JSON data to display. Not an already-serialized JSON string.\n", + " Scalar types (None, number, string) are not allowed, only dict\n", + " or list containers.\n", + "url : unicode\n", + " A URL to download the data from.\n", + "filename : unicode\n", + " Path to a local file to load the data from.\n", + "expanded : boolean\n", + " Metadata to control whether a JSON display component is expanded.\n", + "metadata : dict\n", + " Specify extra metadata to attach to the json display object.\n", + "root : str\n", + " The name of the root element of the JSON tree\n", + "\u001b[0;31mFile:\u001b[0m ~/Library/Caches/uv/archive-v0/5cqfHDkg-hB_shnDMgoqh/lib/python3.11/site-packages/IPython/core/display.py\n", + "\u001b[0;31mType:\u001b[0m type\n", + "\u001b[0;31mSubclasses:\u001b[0m GeoJSON" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "JSON?" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "2898bb31-3fc0-4d68-bea6-db1f9ab059e6", + "metadata": {}, + 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"JSON(manifest)" + ] + }, + { + "cell_type": "markdown", + "id": "add8ca58-2b5b-4bd4-a74f-b432d71a067b", + "metadata": {}, + "source": [ + "Next we'll construct the Parquet URLs for each of the building files:" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "6a1e87a4-e329-444e-a68d-5bf79af683fc", + "metadata": {}, + "outputs": [], + "source": [ + "s3_url = \"s3://\"\n", + "\n", + "s3_url += manifest[\"s3_location\"]\n", + "buildings_manifest = manifest[\"themes\"][2]\n", + "\n", + "s3_url += buildings_manifest[\"relative_path\"]\n", + "buildings_type = buildings_manifest[\"types\"][0]\n", + "\n", + "s3_url += buildings_type[\"relative_path\"]\n", + "\n", + "file_names = [s3_url + \"/\" + file[\"name\"] for file in buildings_type[\"files\"]]" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "8ffaf195-0dce-430b-973b-2405ddf36bf3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['s3://overturemaps-us-west-2/release/2024-09-18.0/theme=buildings/type=building/part-00000-d0628531-2fbd-47aa-8608-f61ff708b14c-c000.zstd.parquet',\n", + " 's3://overturemaps-us-west-2/release/2024-09-18.0/theme=buildings/type=building/part-00001-d0628531-2fbd-47aa-8608-f61ff708b14c-c000.zstd.parquet',\n", + " 's3://overturemaps-us-west-2/release/2024-09-18.0/theme=buildings/type=building/part-00002-d0628531-2fbd-47aa-8608-f61ff708b14c-c000.zstd.parquet',\n", + " 's3://overturemaps-us-west-2/release/2024-09-18.0/theme=buildings/type=building/part-00003-d0628531-2fbd-47aa-8608-f61ff708b14c-c000.zstd.parquet',\n", + " 's3://overturemaps-us-west-2/release/2024-09-18.0/theme=buildings/type=building/part-00004-d0628531-2fbd-47aa-8608-f61ff708b14c-c000.zstd.parquet']" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "file_names[:5]" + ] + }, + { + "cell_type": "markdown", + "id": "824fb176-3ac3-4915-aaad-9093b890ab6b", + "metadata": {}, + "source": [ + "Now we'll construct an `S3Store` to tell the GeoParquet reader how to access S3.\n", + "\n", + "This class presents the _same API_ as classes in [`obstore.store`](https://developmentseed.org/obstore/latest/api/store/aws/), but since we're using this with `geoarrow.rust.io`, we need to ensure we import the `S3Store` class from `geoarrow.rust.io.store`, not `obstore.store`." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "4bf3ad7b-96df-4953-8ced-bb63fd8df98b", + "metadata": {}, + "outputs": [], + "source": [ + "store = S3Store.from_url(\"s3://overturemaps-us-west-2\", config={\"SKIP_SIGNATURE\": \"True\", \"REGION\": \"us-west-2\"})" + ] + }, + { + "cell_type": "markdown", + "id": "b10efcde-c63b-4490-b7ec-620547f93138", + "metadata": {}, + "source": [ + "Remove the `s3://overturemaps-us-west-2/` prefix from each path:" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "f2fe610c-c60e-4056-a353-48b8db4fb197", + "metadata": {}, + "outputs": [], + "source": [ + "paths = [name[28:] for name in file_names]" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "a3cf7fd5-0651-40dd-9eaf-6b7865884d05", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['release/2024-09-18.0/theme=buildings/type=building/part-00000-d0628531-2fbd-47aa-8608-f61ff708b14c-c000.zstd.parquet',\n", + " 'release/2024-09-18.0/theme=buildings/type=building/part-00001-d0628531-2fbd-47aa-8608-f61ff708b14c-c000.zstd.parquet',\n", + " 'release/2024-09-18.0/theme=buildings/type=building/part-00002-d0628531-2fbd-47aa-8608-f61ff708b14c-c000.zstd.parquet',\n", + " 'release/2024-09-18.0/theme=buildings/type=building/part-00003-d0628531-2fbd-47aa-8608-f61ff708b14c-c000.zstd.parquet',\n", + " 'release/2024-09-18.0/theme=buildings/type=building/part-00004-d0628531-2fbd-47aa-8608-f61ff708b14c-c000.zstd.parquet']" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "paths[:5]" + ] + }, + { + "cell_type": "markdown", + "id": "e9ada743-6584-47f9-8b5f-7a13f3bfaf94", + "metadata": {}, + "source": [ + "There are 208 different GeoParquet files in the directory:" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "0a7e6b20-f888-46fe-acaa-3728bbd34a62", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "208" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(paths)" + ] + }, + { + "cell_type": "markdown", + "id": "3e6128bb-f15d-4fa4-b92f-e671fbb026ff", + "metadata": {}, + "source": [ + "Next, we'll create the `ParquetDataset` class. This represents many GeoParquet files of the same schema across a directory.\n", + "\n", + "When you create this class, it fetches the metadata from all 208 GeoParquet files, which takes a few seconds:" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "714a227e-e703-4b67-89c5-2f1422ccae02", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 944 ms, sys: 792 ms, total: 1.74 s\n", + "Wall time: 3.72 s\n" + ] + } + ], + "source": [ + "%%time\n", + "dataset = ParquetDataset(paths, store)" + ] + }, + { + "cell_type": "markdown", + "id": "bab12077-a9d6-4eda-b86a-2f0420904574", + "metadata": {}, + "source": [ + "Now we can see some information about the datasets, such as its row group information, number of rows, and schema:" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "bf72faef-c886-4885-bcd1-65e19971edd5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "14885" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataset.num_row_groups" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "8e50c332-97be-4fbc-98b7-edf8ffed4d34", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2375911049" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataset.num_rows" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "3c52ee4b-69d6-48f0-bb43-187569c4a540", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "arro3.core.Schema\n", + "------------\n", + "id: Utf8\n", + "geometry: List(Field { name: \"polygons\", data_type: List(Field { name: \"rings\", data_type: List(Field { name: \"vertices\", data_type: FixedSizeList(Field { name: \"xy\", data_type: Float64, nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, 2), nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }), nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }), nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} })\n", + "bbox: Struct([Field { name: \"xmin\", data_type: Float32, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"xmax\", data_type: Float32, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"ymin\", data_type: Float32, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"ymax\", data_type: Float32, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }])\n", + "version: Int32\n", + "sources: List(Field { name: \"element\", data_type: Struct([Field { name: \"property\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"dataset\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"record_id\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"update_time\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"confidence\", data_type: Float64, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }]), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} })\n", + "subtype: Utf8\n", + "class: Utf8\n", + "names: Struct([Field { name: \"primary\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"common\", data_type: Map(Field { name: \"key_value\", data_type: Struct([Field { name: \"key\", data_type: Utf8, nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"value\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }]), nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, false), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"rules\", data_type: List(Field { name: \"element\", data_type: Struct([Field { name: \"variant\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"language\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"value\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"between\", data_type: List(Field { name: \"element\", data_type: Float64, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"side\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }]), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }])\n", + "level: Int32\n", + "has_parts: Boolean\n", + "height: Float64\n", + "is_underground: Boolean\n", + "num_floors: Int32\n", + "num_floors_underground: Int32\n", + "min_height: Float64\n", + "min_floor: Int32\n", + "facade_color: Utf8\n", + "facade_material: Utf8\n", + "roof_material: Utf8\n", + "roof_shape: Utf8\n", + "roof_direction: Float64\n", + "roof_orientation: Utf8\n", + "roof_color: Utf8\n", + "roof_height: Float64" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataset.schema_arrow" + ] + }, + { + "cell_type": "markdown", + "id": "75182e36-8e30-42ca-80b2-d10a207ea64d", + "metadata": {}, + "source": [ + "Now we can fetch data from a specific bounding box. Note that the bounding box needs to have the same coordinate system as the data" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "a8c47d51-31bb-49ef-a61c-75cd2c47997c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 541 ms, sys: 740 ms, total: 1.28 s\n", + "Wall time: 12.7 s\n" + ] + } + ], + "source": [ + "%%time\n", + "nyc_buildings = dataset.read(bbox=(-74.021242, 40.697751, -73.947232, 40.790611))" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "f5363aa9-5320-4ac1-aa9d-9f339ee1b2a1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "47650" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(nyc_buildings)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "c3238072-b98b-43d5-a6ef-700b08d83f6a", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/kyle/Library/Caches/uv/archive-v0/AmyN-6PWaSEhdrWl-TudB/lib/python3.11/site-packages/lonboard/_geoarrow/ops/reproject.py:33: UserWarning: No CRS exists on data. If no data is shown on the map, double check that your CRS is WGS84.\n", + " warn(\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "e37fa7c3fa234219b986ae76d00336b8", + "version_major": 2, + "version_minor": 1 + }, + "text/plain": [ + "Map(basemap_style=