{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Getting datasets in AMDA\n", "=====================\n", "\n", "Import the necessary packages and create a `amdapy.amda.AMDA` object." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from amdapy.amda import AMDA\n", "amda = AMDA()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Parameter data\n", "--------------\n", "\n", "If you know the `id` of the desired parameter and the time period you are intersted in then you can get data with the following" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Parameter (id:solo_b_rtn_hr, name:b_rtn, units:nT, shape: (403206, 3))\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "parameter_obj = amda.get(\"solo_b_rtn_hr\", \"2020-07-23T16:00:00\", \"2020-07-24T06:00:00\")\n", "print(parameter_obj)\n", "parameter_obj.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If the `id` does not correspond to any object in AMDA (dataset of parameter) then a `None` is returned." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "None\n" ] } ], "source": [ "print(amda.get(\"abc\", \"2000-01-01T00:00:00\", \"2000-02-01T00:00:00\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `parameter_obj` returned by `AMDA.get` allows you to access the data as a `pandas.core.frame.DataFrame` object through its `data` attribute." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { "data": { "text/html": [ "
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b_rtn_brb_rtn_btb_rtn_bn
count403206.000000403206.000000403206.000000
mean1.587354-1.511776-0.038760
std3.3813372.3060691.770018
min-5.752000-6.531000-6.343000
25%-0.028000-2.891000-0.894000
50%2.854000-1.485000-0.215000
75%4.1897500.1390000.817000
max6.7370004.3790005.294000
\n", "
" ], "text/plain": [ " b_rtn_br b_rtn_bt b_rtn_bn\n", "count 403206.000000 403206.000000 403206.000000\n", "mean 1.587354 -1.511776 -0.038760\n", "std 3.381337 2.306069 1.770018\n", "min -5.752000 -6.531000 -6.343000\n", "25% -0.028000 -2.891000 -0.894000\n", "50% 2.854000 -1.485000 -0.215000\n", "75% 4.189750 0.139000 0.817000\n", "max 6.737000 4.379000 5.294000" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(type(parameter_obj.data))\n", "parameter_obj.data.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`Parameter` data is indexed by time and implements the bracket operator so that the following are equivalent." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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b_rtn_brb_rtn_btb_rtn_bn
Time
2020-07-23 16:00:00.084-0.931-5.683-0.183
2020-07-23 16:00:00.207-0.956-5.637-0.196
2020-07-23 16:00:00.334-0.956-5.609-0.336
\n", "
" ], "text/plain": [ " b_rtn_br b_rtn_bt b_rtn_bn\n", "Time \n", "2020-07-23 16:00:00.084 -0.931 -5.683 -0.183\n", "2020-07-23 16:00:00.207 -0.956 -5.637 -0.196\n", "2020-07-23 16:00:00.334 -0.956 -5.609 -0.336" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "parameter_obj.data[:3]\n", "parameter_obj[:3]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Datasets\n", "--------\n", "\n", "As with parameters, datasets in AMDA have a unique :data:`id` that you will need in order to access the datasets contents and description.\n", "\n", "Parameter and dataset descriptions can be retrieved by using the `AMDA.collection.find` method. It return a description of the target, by **does not contain data**." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Parameter item (id:solo_b_rtn_hr, name:b_rtn, units:nT, disp:timeseries, dataset:so-mag-rtnhr, n:3)\n", "Dataset id : so-mag-rtnhr\n" ] } ], "source": [ "parameter_description = amda.collection.find(\"solo_b_rtn_hr\")\n", "print(parameter_description)\n", "print(\"Dataset id : {}\".format(parameter_description.dataset_id))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this example the parameter was taken from the **so-mag-rtnhr** dataset. Passing the description to the `AMDA.get` method will download the corresponding item (dataset or parameter)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Dataset item (id:so-mag-rtnhr, name:0.1 sec : rtn, global_start:2020-04-15 00:00:00, global_stop:2020-12-31 23:59:59, n_param:3)\n", "\tParameter item (id:solo_b_rtn_hr, name:b_rtn, units:nT, disp:timeseries, dataset:so-mag-rtnhr, n:3)\n", "\tParameter item (id:solo_b_rtn_hr_tot, name:|b|, units:nT, disp:timeseries, dataset:so-mag-rtnhr, n:1)\n", "\tParameter item (id:solo_b_rtn_hr_qf, name:quality, units:None, disp:timeseries, dataset:so-mag-rtnhr, n:1)\n", "Dataset (id:so-mag-rtnhr, start:2020-04-15 00:00:00.233000, stop:2020-04-15 23:59:59.937000, n_param:3)\n", "\tParameter (id:solo_b_rtn_hr, name:b_rtn, units:nT, shape: (691175, 3))\n", "\tParameter (id:solo_b_rtn_hr_tot, name:|b|, units:nT, shape: (691175,))\n", "\tParameter (id:solo_b_rtn_hr_qf, name:quality, units:None, shape: (691175,))\n" ] } ], "source": [ "dataset_description = amda.collection.find(\"so-mag-rtnhr\")\n", "print(dataset_description)\n", "dataset= amda.get(dataset_description)\n", "print(dataset)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Datasets are simply a collection of *timeseries*. The `parameters` attribute allows you to iterate over the datasets parameters. For example print the parameter names and units :" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "b_rtn nT\n", "|b| nT\n", "quality None\n" ] } ], "source": [ "for param in dataset.parameters:\n", " print(param.name, param.units)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the full dataset can be viewed through the `data` attribute. The dataframe is a concatenation of all parameters in the dataset. In the case of parameters with multiple components, each individual component is stored as a column in the resulting dataframe." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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b_rtn_brb_rtn_btb_rtn_bn|b|quality
count691039.000000691039.000000691039.000000691036.000000691175.000000
mean-2.7033362.789612-0.5750334.9368042.759170
std1.7040281.8993041.6507400.5334500.427588
min-6.259000-4.879000-6.1170001.3300002.000000
25%-3.9040002.191000-1.6330004.6050003.000000
50%-3.1420003.277000-0.6000004.9440003.000000
75%-1.7320004.0460000.3410005.2610003.000000
max3.6710006.1300005.4370006.6280003.000000
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" ], "text/plain": [ " b_rtn_br b_rtn_bt b_rtn_bn |b| \\\n", "count 691039.000000 691039.000000 691039.000000 691036.000000 \n", "mean -2.703336 2.789612 -0.575033 4.936804 \n", "std 1.704028 1.899304 1.650740 0.533450 \n", "min -6.259000 -4.879000 -6.117000 1.330000 \n", "25% -3.904000 2.191000 -1.633000 4.605000 \n", "50% -3.142000 3.277000 -0.600000 4.944000 \n", "75% -1.732000 4.046000 0.341000 5.261000 \n", "max 3.671000 6.130000 5.437000 6.628000 \n", "\n", " quality \n", "count 691175.000000 \n", "mean 2.759170 \n", "std 0.427588 \n", "min 2.000000 \n", "25% 3.000000 \n", "50% 3.000000 \n", "75% 3.000000 \n", "max 3.000000 " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.data.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Access individual parameters by name using the bracket operator `dataset[]` : \n", " * if `param_name` corresponds to a parameter name then return a `Parameter` object\n", " * if `param_name` corresponds to one of the columns then return the column as a `pandas.core.frame.DataFrame` object" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", "b_rtn_br -> type:\n", "b_rtn_bt -> type:\n", "b_rtn_bn -> type:\n", "|b| -> type:\n", "quality -> type:\n" ] } ], "source": [ "for param in dataset.parameters:\n", " print(type(dataset[param.name]))\n", "for cn in dataset.data.columns:\n", " print(\"{} -> type:{}\".format(cn,type(dataset[cn])))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting\n", "--------\n", "\n", "Just for convenience plot a parameter with the `Parameter.plot` method :" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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