ADD: Auto Read Function

docs/usage.md

@@ -25,6 +25,7 @@ notebooks/Mapping_Sweeps
 :maxdepth: 2
 :caption: Examples
 
+notebooks/Auto_Read
 notebooks/CfRadial1_Model_Transformation
 notebooks/CfRadial1
 notebooks/CfRadial1_Export

examples/notebooks/Auto_Read.ipynb

@@ -0,0 +1,246 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "0",
+   "metadata": {},
+   "source": [
+    "# Auto read with Xradar"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1",
+   "metadata": {},
+   "source": [
+    "### Description"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2",
+   "metadata": {},
+   "source": [
+    "This notebook demonstrates how to automatically read various radar data formats using the xradar library. The examples cover multiple radar file formats, showing how xradar handles and organizes the data into DataTree structures. Each dataset showcases a specific radar format, presenting detailed metadata, dimensions, coordinates, and data variables for each radar type.\n",
+    "\n",
+    "Available Features:\n",
+    "\n",
+    "- **Georeferencing (default: True)**: Automatically adds cartesian coordinates (x, y, z) to the radar data for easier analysis. This feature can be disabled by setting `georeference=False`.\n",
+    "\n",
+    "- **Verbose Mode (default: False)**: Enables detailed logging when `verbose=True`, including debug-level information about the file reading process, format attempts, and georeferencing steps.\n",
+    "\n",
+    "- **Timeout**: The `timeout` parameter allows you to set a time limit for reading radar files. If the reading process gets stuck or runs indefinitely, a `TimeoutException` is raised, preventing the process from hanging and ensuring smooth operation."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from open_radar_data import DATASETS\n",
+    "\n",
+    "import xradar as xd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4",
+   "metadata": {},
+   "source": [
+    "## CF/Radial"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "filename = DATASETS.fetch(\"cfrad.20080604_002217_000_SPOL_v36_SUR.nc\")\n",
+    "radar = xd.io.read(filename)\n",
+    "radar"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6",
+   "metadata": {},
+   "source": [
+    "## ODIM_H5"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "filename = DATASETS.fetch(\"71_20181220_060628.pvol.h5\")\n",
+    "radar = xd.io.read(filename)\n",
+    "radar"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8",
+   "metadata": {},
+   "source": [
+    "## GAMIC"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "filename = DATASETS.fetch(\"DWD-Vol-2_99999_20180601054047_00.h5\")\n",
+    "radar = xd.io.read(filename)\n",
+    "radar"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "10",
+   "metadata": {},
+   "source": [
+    "## Furuno"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "11",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "filename_scn = DATASETS.fetch(\"0080_20210730_160000_01_02.scn.gz\")\n",
+    "radar = xd.io.read(filename_scn)\n",
+    "radar"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "12",
+   "metadata": {},
+   "source": [
+    "## Rainbow"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "13",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "filename = DATASETS.fetch(\"2013051000000600dBZ.vol\")\n",
+    "radar = xd.io.read(filename)\n",
+    "radar"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "14",
+   "metadata": {},
+   "source": [
+    "## Iris/Sigmet - Reader"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "15",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "filename_single = DATASETS.fetch(\"SUR210819000227.RAWKPJV\")\n",
+    "radar = xd.io.read(filename_single)\n",
+    "radar"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "16",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "filename_volume = DATASETS.fetch(\"cor-main131125105503.RAW2049\")\n",
+    "radar = xd.io.read(filename_volume)\n",
+    "radar"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "17",
+   "metadata": {},
+   "source": [
+    "## NEXRAD Level 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "18",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "filename = DATASETS.fetch(\"KATX20130717_195021_V06\")\n",
+    "radar = xd.io.read(filename)\n",
+    "radar"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "19",
+   "metadata": {},
+   "source": [
+    "## Other available options"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "20",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "help(xd.io.read)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "21",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "filename = DATASETS.fetch(\"cfrad.20080604_002217_000_SPOL_v36_SUR.nc\")\n",
+    "radar = xd.io.read(filename, verbose=True)\n",
+    "print(radar.attrs[\"comment\"])"
+   ]
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}