diff --git a/docs/Service/Examples/timeseries_example.ipynb b/docs/Service/Examples/timeseries_example.ipynb index 772bc699..66a5d491 100644 --- a/docs/Service/Examples/timeseries_example.ipynb +++ b/docs/Service/Examples/timeseries_example.ipynb @@ -38,7 +38,7 @@ " \"step\": \"0/to/360\",\n", " \"feature\" : {\n", " \"type\" : \"timeseries\",\n", - " \"points\": LOCATION,\n", + " \"points\": [[LOCATION[0], LOCATION[1]]],\n", " \"axes\": \"step\",\n", " },\n", "}\n", diff --git a/docs/Service/Examples/trajectory_example.ipynb b/docs/Service/Examples/trajectory_example.ipynb index c069dc5c..6350dcd4 100644 --- a/docs/Service/Examples/trajectory_example.ipynb +++ b/docs/Service/Examples/trajectory_example.ipynb @@ -9,30 +9,2091 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-11-18 07:42:22 - INFO - Key read from /home/maaw/.polytopeapirc\n", + "2024-11-18 07:42:22 - 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Please poll ./4b88423f-8ee4-49e0-82b4-b26e7e81ef13 for status\n", + "2024-11-18 07:42:23 - INFO - Polytope user key found in session cache for user maaw\n", + "2024-11-18 07:42:23 - INFO - Checking request status (./4b88423f-8ee4-49e0-82b4-b26e7e81ef13)...\n", + "2024-11-18 07:42:23 - INFO - The current status of the request is 'queued'\n", + "2024-11-18 07:42:24 - INFO - The current status of the request is 'processing'\n", + "2024-11-18 07:42:33 - INFO - The current status of the request is 'processed'\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "4dc48137d15344a1bdbd919c14fddfb3", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "4b88423f-8ee4-49e0-82b4-b26e7e81ef13.covjson: 0%| | 0.00/1.26M [00:00\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset> Size: 847kB\n",
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+       "Coordinates:\n",
+       "  * datetimes  (datetimes) <U20 80B '2024-11-17T00:00:00Z'\n",
+       "  * number     (number) int64 8B 1\n",
+       "  * steps      (steps) int64 8B 0\n",
+       "  * points     (points) int64 169kB 0 1 2 3 4 ... 21165 21166 21167 21168 21169\n",
+       "    x          (points) float64 169kB -84.96 -84.89 -84.82 ... 84.96 85.03 85.1\n",
+       "    y          (points) float64 169kB 0.0 1.169 1.154 2.278 ... 358.8 0.0 0.0\n",
+       "    t          (points) int64 169kB 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0\n",
+       "Data variables:\n",
+       "    2t         (datetimes, number, steps, points) float64 169kB 237.9 ... 255.2\n",
+       "Attributes:\n",
+       "    class:          od\n",
+       "    Forecast date:  2024-11-17T00:00:00Z\n",
+       "    domain:         g\n",
+       "    expver:         0001\n",
+       "    levtype:        sfc\n",
+       "    number:         1\n",
+       "    step:           0\n",
+       "    stream:         enfo\n",
+       "    type:           pf
" + ], + "text/plain": [ + " Size: 847kB\n", + "Dimensions: (datetimes: 1, number: 1, steps: 1, points: 21170)\n", + "Coordinates:\n", + " * datetimes (datetimes) " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import earthkit.plots\n", + "\n", + "chart = earthkit.plots.Map()\n", + "chart.point_cloud(da['2t'], x=\"y\", y=\"x\")\n", + "chart.coastlines()\n", + "chart.borders()\n", + "chart.title(\"{variable_name}\")\n", + "chart.legend()\n", + "chart.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/docs/Service/Features/trajectory.md b/docs/Service/Features/trajectory.md index c0517dde..d40bd565 100644 --- a/docs/Service/Features/trajectory.md +++ b/docs/Service/Features/trajectory.md @@ -16,13 +16,13 @@ request = { "levtype" : "sfc", "expver" : "0001", "domain" : "g", - "param" : "164/166/167/169", + "param" : "164/166/167", "number" : "1", "step": "0", "feature" : { "type" : "trajectory", "points" : [[-0.1, -0.1], [0, 0], [0.1, 0.1]], - "radius" : 0.1, + "inflation" : 0.1, "axes" :["latitude", "longitude"], }, } @@ -30,21 +30,20 @@ request = { ds = earthkit.data.from_source("polytope", "ecmwf-mars", request, stream=False, address='polytope.ecmwf.int') ``` -This request will return a trajectory from yesterday's midnight forecast for the three requested parameters for the points along the path gives with a radius of 0.1. -The `trajectory` `feature` also contains another field called `radius`. This is the radius of the circle swept around the trajectory where points within this radius are returned to the user. +The `trajectory` `feature` contains another field called `inflation`. This is the inflation of the shape swept around the trajectory where points within this inflation are returned to the user. In this example above, as an `inflate` value is not given, the default is `round`, meaning that the `inflation` acts as a radius around a circle. This request will thus return a trajectory from yesterday's midnight forecast for the three requested parameters for the points contained in a circle of radius `0.1` along the given path. `"polytope"` refers to the underlying service being used to return the data. `"ecmwf-mars"` is the dataset we are looking to retrieve from. Setting `stream=False` returns all the requested data to us once it is available. `address` points to the endpoint for the polytope server. ## Required Fields -For a trajectory two fields are required within the `feature` dictionary +For a trajectory three fields are required within the `feature` dictionary * `type` * `points` -* `radius` +* `inflation` -For a trajectory `type` must be `trajectory`. +For a trajectory, `type` must be `trajectory`. The values in `points` can change depending on the `axes`. `axes` can contain the following values: @@ -54,12 +53,16 @@ The values in `points` can change depending on the `axes`. `axes` can contain th In this default case, a nested list of at least two points with values for `latitude` and `longitude` must be provided. -Another required field that is within the `feature` dictionary is `radius`. This refers to the radius of the circle swept around the trajectory along which points will be included. +Another required field that is within the `feature` dictionary is `inflation`. This refers to the inflation of the shape swept around the trajectory along which points will be included. + +`inflation` can be either a single value or a list of values. If it is a single value, this will be the inflation along each of the `axes`. If it is a list of a values, each value will correspond to the inflation of the corresponding `axes` axis. + +By default the shape swept around the trajectory is `round` but this can be overridden using the `inflate` keyword below. ## Optional Fields -`axes` refers to the axes on which to generate the trajectory. As stated above the minimum default `axes` contains `latitude`, `longitude` meaning if `axes` is not included these values must be provided per point. +`axes` refers to the axes on which to generate the trajectory. As stated above, the minimum default `axes` contains `latitude`, `longitude` meaning if `axes` is not included these values must be provided per point. However `axes` can also be provided by the user and with more values: @@ -68,6 +71,34 @@ However `axes` can also be provided by the user and with more values: ``` In this case a point must contain a value for each axis. + +`inflate` determines the shape that will be swept along the trajectory, by default the value is `round` which corresponds to a circle in 2D and a sphere in 3D. The other value available is `box`. This sweeps an n-dimensional box along the trajectory depending on the specified `axes`. + +```python +request = { + "class": "od", + "stream" : "enfo", + "type" : "pf", + "date" : -1, + "time" : "0000", + "levtype" : "sfc", + "expver" : "0001", + "domain" : "g", + "param" : "164/166/167", + "number" : "1", + "step": "0", + "feature" : { + "type" : "trajectory", + "points" : [[-0.1, -0.1], [0, 0], [0.1, 0.1]], + "inflation" : [0.1, 0.2], + "inflate" : 'box', + "axes" :["latitude", "longitude"], + }, +} +``` + +This request returns the same as the first request, but sweeping a box of size `0.1` in the `latitude` direction and `0.2` in the `longitude` direction. + \ No newline at end of file +-->