diff --git a/docs/source/index.rst b/docs/source/index.rst index ca5bd179..180fc418 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -35,6 +35,7 @@ SCMData scmdata.ops scmdata.plotting scmdata.processing + scmdata.processing scmdata.run scmdata.testing scmdata.time diff --git a/docs/source/scmdata.remote.rst b/docs/source/scmdata.remote.rst new file mode 100644 index 00000000..e2468beb --- /dev/null +++ b/docs/source/scmdata.remote.rst @@ -0,0 +1,6 @@ +.. _scmdata.remote: + +scmdata.remote +--------------- + +.. automodule:: scmdata.remote diff --git a/notebooks/remote-datasets.ipynb b/notebooks/remote-datasets.ipynb new file mode 100644 index 00000000..4f806dd6 --- /dev/null +++ b/notebooks/remote-datasets.ipynb @@ -0,0 +1,1383 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "4bbdc7f1", + "metadata": {}, + "source": [ + "# Remote Datasets\n", + "\n", + "Data can live in a variety of places. `scmdata` provides some routines to make it easy to fetch data in an automatic method." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "76977a69", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jared/code/uom/scmdata/src/scmdata/database/_database.py:17: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)\n", + " import tqdm.autonotebook as tqdman\n" + ] + } + ], + "source": [ + "import scmdata\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d70dcb13", + "metadata": {}, + "outputs": [], + "source": [ + "pd.set_option(\"display.width\", 250)\n", + "pd.set_option(\"display.max_columns\", 15)\n", + "pd.set_option(\"display.max_colwidth\", 80)\n", + "pd.set_option(\"display.min_rows\", 20)" + ] + }, + { + "cell_type": "markdown", + "id": "64bdf523", + "metadata": {}, + "source": [ + "## Remote files" + ] + }, + { + "cell_type": "markdown", + "id": "be4fd457", + "metadata": {}, + "source": [ + "The simplest example would be reading CSV or excel data served via HTTP/HTTPS.\n", + "\n", + "Rather than manually downloading the data and reading the local copy the data can be read directly." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "1668bbb4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Time:\n", + "\tStart: 1765-01-01T00:00:00\n", + "\tEnd: 2500-01-01T00:00:00\n", + "Meta:\n", + "\t climate_model model region scenario unit variable\n", + "\t0 unspecified IMAGE World RCP26 Mt BC / yr Emissions|BC\n", + "\t1 unspecified IMAGE World RCP26 kt C2F6 / yr Emissions|C2F6\n", + "\t2 unspecified IMAGE World RCP26 kt C6F14 / yr Emissions|C6F14\n", + "\t3 unspecified IMAGE World RCP26 kt CCl4 / yr Emissions|CCl4\n", + "\t4 unspecified IMAGE World RCP26 kt CF4 / yr Emissions|CF4\n", + "\t5 unspecified IMAGE World RCP26 kt CFC11 / yr Emissions|CFC11\n", + "\t6 unspecified IMAGE World RCP26 kt CFC113 / yr Emissions|CFC113\n", + "\t7 unspecified IMAGE World RCP26 kt CFC114 / yr Emissions|CFC114\n", + "\t8 unspecified IMAGE World RCP26 kt CFC115 / yr Emissions|CFC115\n", + "\t9 unspecified IMAGE World RCP26 kt CFC12 / yr Emissions|CFC12\n", + "\t10 unspecified IMAGE World RCP26 kt CH3Br / yr Emissions|CH3Br\n", + "\t11 unspecified IMAGE World RCP26 kt CH3CCl3 / yr Emissions|CH3CCl3\n", + "\t12 unspecified IMAGE World RCP26 kt CH3Cl / yr Emissions|CH3Cl\n", + "\t13 unspecified IMAGE World RCP26 Mt CH4 / yr Emissions|CH4\n", + "\t14 unspecified IMAGE World RCP26 Mt CO / yr Emissions|CO\n", + "\t15 unspecified IMAGE World RCP26 Gt C / yr Emissions|CO2|MAGICC AFOLU\n", + "\t16 unspecified IMAGE World RCP26 Gt C / yr Emissions|CO2|MAGICC Fossil and Industrial\n", + "\t17 unspecified IMAGE World RCP26 kt HCFC141b / yr Emissions|HCFC141b\n", + "\t18 unspecified IMAGE World RCP26 kt HCFC142b / yr Emissions|HCFC142b\n", + "\t19 unspecified IMAGE World RCP26 kt HCFC22 / yr Emissions|HCFC22\n", + "\t20 unspecified IMAGE World RCP26 kt HFC125 / yr Emissions|HFC125\n", + "\t21 unspecified IMAGE World RCP26 kt HFC134a / yr Emissions|HFC134a\n", + "\t22 unspecified IMAGE World RCP26 kt HFC143a / yr Emissions|HFC143a\n", + "\t23 unspecified IMAGE World RCP26 kt HFC227ea / yr Emissions|HFC227ea\n", + "\t24 unspecified IMAGE World RCP26 kt HFC23 / yr Emissions|HFC23\n", + "\t25 unspecified IMAGE World RCP26 kt HFC245fa / yr Emissions|HFC245fa\n", + "\t26 unspecified IMAGE World RCP26 kt HFC32 / yr Emissions|HFC32\n", + "\t27 unspecified IMAGE World RCP26 kt HFC4310 / yr Emissions|HFC4310\n", + "\t28 unspecified IMAGE World RCP26 kt Halon1202 / yr Emissions|Halon1202\n", + "\t29 unspecified IMAGE World RCP26 kt Halon1211 / yr Emissions|Halon1211\n", + "\t30 unspecified IMAGE World RCP26 kt Halon1301 / yr Emissions|Halon1301\n", + "\t31 unspecified IMAGE World RCP26 kt Halon2402 / yr Emissions|Halon2402\n", + "\t32 unspecified IMAGE World RCP26 Mt N2ON / yr Emissions|N2O\n", + "\t33 unspecified IMAGE World RCP26 Mt N / yr Emissions|NH3\n", + "\t34 unspecified IMAGE World RCP26 Mt NMVOC / yr Emissions|NMVOC\n", + "\t35 unspecified IMAGE World RCP26 Mt N / yr Emissions|NOx\n", + "\t36 unspecified IMAGE World RCP26 Mt OC / yr Emissions|OC\n", + "\t37 unspecified IMAGE World RCP26 kt SF6 / yr Emissions|SF6\n", + "\t38 unspecified IMAGE World RCP26 Mt S / yr Emissions|SOx" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "remote_url = \"https://raw.githubusercontent.com/openscm/scmdata/master/tests/test_data/rcp26_emissions.csv\"\n", + "\n", + "run = scmdata.ScmRun(remote_url, lowercase_cols=True)\n", + "run" + ] + }, + { + "cell_type": "markdown", + "id": "450677e2", + "metadata": {}, + "source": [ + "`scmdata.ScmRun` supports a range of URL schemes include http, ftp, s3, gs, and file. Behind the scenes `pandas` is used to fetch the data. For more information about the remote formats that can be read, see the ``pd.read_csv`` documentation for the version of pandas which is installed." + ] + }, + { + "cell_type": "markdown", + "id": "dcdd82a7", + "metadata": {}, + "source": [ + "## API-based Datasets\n", + "\n", + "Some data sources may be served via an API to make it easy to consume in various ways. Rather than serving a single CSV file, an API allows users to query just the data that is required.\n", + "\n", + "Below we use the NDC dataset developed by [Climate Resource](https://www.climate-resource.com/tools/ndcs). This dataset is in an early release and the API and the underlying data may change without warnings. It should also be noted that this dataset is provided with an [CC Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode) license which requires attribution and limits the data to only being used for non-commerical purposes." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0ae57efe", + "metadata": {}, + "outputs": [], + "source": [ + "NDCS_URL = \"https://api.climateresource.com.au/ndcs/v1\"" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "81dd0a0f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " To write once happy with interface\n", + "\n", + " Parameters\n", + " ----------\n", + " base_url\n", + " Url of API\n", + " filters\n", + " Default filters\n", + "\n", + " Shorthand for calling ``RemoteDataset(url).filter(**filters)``\n", + " \n" + ] + } + ], + "source": [ + "print(scmdata.RemoteDataset.__init__.__doc__)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "313a8788", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + " (timeseries: 25014)\n", + "URL: https://api.climateresource.com.au/ndcs/v1/timeseries?format=csv\n", + "Filters\n", + "\t{}\n", + "Meta\n", + "\t ambition category conditionality hot_air model model_version region scenario unit variable\n", + "\t0 NaN Historical conditional include CR NDC tool 14Feb2022b_CR IRN Reference Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t1 NaN Historical conditional include CR NDC tool 14Feb2022b_CR IRN Reference Mt CO2eq/yr Emissions|Reference LULUCF\n", + "\t2 NaN Historical conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Covered GHG incl. LULUCF\n", + "\t3 low Cancun conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Cancun Pledge\n", + "\t4 high Cancun conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Cancun Pledge\n", + "\t5 low Initial NDC conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Covered GHG excl. LULUCF\n", + "\t6 high Initial NDC conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Covered GHG excl. LULUCF\n", + "\t7 low Initial NDC conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t8 high Initial NDC conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t9 NaN population conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mio Population\n", + "\t... ... ... ... ... ... ... ... ... ... ...\n", + "\t25004 low Initial NDC range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Covered GHG excl. LULUCF\n", + "\t25005 high Initial NDC range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Covered GHG excl. LULUCF\n", + "\t25006 low Initial NDC range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t25007 high Initial NDC range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t25008 NaN population range exclude CR NDC tool 14Feb2022b_CR STP NaN Mio Population\n", + "\t25009 NaN gdp range exclude CR NDC tool 14Feb2022b_CR STP NaN 10^12 $/Currency GDP\n", + "\t25010 low Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Covered GHG excl. LULUCF\n", + "\t25011 low Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t25012 high Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Covered GHG excl. LULUCF\n", + "\t25013 high Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t\n", + "\t[25014 rows x 10 columns]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = scmdata.RemoteDataset(NDCS_URL)\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "id": "6a64901d", + "metadata": {}, + "source": [ + "The `RemoteDataset` can be filtered in a similar way to `scmdata.ScmRun`. This includes the use of \"*\"'s to match multiple items.\n", + "\n", + "Any subsequent operations will include data that matches the filter." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "2f722883", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + " (timeseries: 2352)\n", + "URL: https://api.climateresource.com.au/ndcs/v1/timeseries?variable=Emissions%7CTotal+GHG%2A&category=Current&format=csv\n", + "Filters\n", + "\t{'variable': 'Emissions|Total GHG*', 'category': 'Current'}\n", + "Meta\n", + "\t ambition category conditionality hot_air model model_version region scenario unit variable\n", + "\t0 low Current conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t1 high Current conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2 low Current conditional include CR NDC tool 14Feb2022b_CR ZWE NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t3 high Current conditional include CR NDC tool 14Feb2022b_CR ZWE NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t4 low Current conditional include CR NDC tool 14Feb2022b_CR PER NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t5 high Current conditional include CR NDC tool 14Feb2022b_CR PER NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t6 low Current conditional include CR NDC tool 14Feb2022b_CR GAB NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t7 high Current conditional include CR NDC tool 14Feb2022b_CR GAB NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t8 low Current conditional include CR NDC tool 14Feb2022b_CR PHL NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t9 high Current conditional include CR NDC tool 14Feb2022b_CR PHL NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t... ... ... ... ... ... ... ... ... ... ...\n", + "\t2342 low Current range exclude CR NDC tool 14Feb2022b_CR COG NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2343 high Current range exclude CR NDC tool 14Feb2022b_CR COG NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2344 low Current range exclude CR NDC tool 14Feb2022b_CR TON NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2345 high Current range exclude CR NDC tool 14Feb2022b_CR TON NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2346 low Current range exclude CR NDC tool 14Feb2022b_CR BGD NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2347 high Current range exclude CR NDC tool 14Feb2022b_CR BGD NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2348 low Current range exclude CR NDC tool 14Feb2022b_CR AND NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2349 high Current range exclude CR NDC tool 14Feb2022b_CR AND NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2350 low Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2351 high Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t\n", + "\t[2352 rows x 10 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ghg_ds = ds.filter(variable=\"Emissions|Total GHG*\", category=\"Current\")\n", + "ghg_ds" + ] + }, + { + "cell_type": "markdown", + "id": "795ff829", + "metadata": {}, + "source": [ + "But how do you find what data are available?\n", + "\n", + "The `meta` function allows users to query what timeseries are available. The dataset is able to be filtered by any of the returned columns along with some additional helper filters ('year.min' and 'year.max')." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "e925248e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ambitioncategoryconditionalityhot_airmodelmodel_versionregionscenariounitvariable
0lowCurrentconditionalincludeCR NDC tool14Feb2022b_CRIRNNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
1highCurrentconditionalincludeCR NDC tool14Feb2022b_CRIRNNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
2lowCurrentconditionalincludeCR NDC tool14Feb2022b_CRZWENaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
3highCurrentconditionalincludeCR NDC tool14Feb2022b_CRZWENaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
4lowCurrentconditionalincludeCR NDC tool14Feb2022b_CRPERNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
5highCurrentconditionalincludeCR NDC tool14Feb2022b_CRPERNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
6lowCurrentconditionalincludeCR NDC tool14Feb2022b_CRGABNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
7highCurrentconditionalincludeCR NDC tool14Feb2022b_CRGABNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
8lowCurrentconditionalincludeCR NDC tool14Feb2022b_CRPHLNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
9highCurrentconditionalincludeCR NDC tool14Feb2022b_CRPHLNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
.................................
2342lowCurrentrangeexcludeCR NDC tool14Feb2022b_CRCOGNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
2343highCurrentrangeexcludeCR NDC tool14Feb2022b_CRCOGNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
2344lowCurrentrangeexcludeCR NDC tool14Feb2022b_CRTONNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
2345highCurrentrangeexcludeCR NDC tool14Feb2022b_CRTONNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
2346lowCurrentrangeexcludeCR NDC tool14Feb2022b_CRBGDNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
2347highCurrentrangeexcludeCR NDC tool14Feb2022b_CRBGDNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
2348lowCurrentrangeexcludeCR NDC tool14Feb2022b_CRANDNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
2349highCurrentrangeexcludeCR NDC tool14Feb2022b_CRANDNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
2350lowCurrentrangeexcludeCR NDC tool14Feb2022b_CRSTPNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
2351highCurrentrangeexcludeCR NDC tool14Feb2022b_CRSTPNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF
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2352 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " ambition category conditionality hot_air model model_version region scenario unit variable\n", + "0 low Current conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "1 high Current conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "2 low Current conditional include CR NDC tool 14Feb2022b_CR ZWE NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "3 high Current conditional include CR NDC tool 14Feb2022b_CR ZWE NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "4 low Current conditional include CR NDC tool 14Feb2022b_CR PER NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "5 high Current conditional include CR NDC tool 14Feb2022b_CR PER NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "6 low Current conditional include CR NDC tool 14Feb2022b_CR GAB NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "7 high Current conditional include CR NDC tool 14Feb2022b_CR GAB NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "8 low Current conditional include CR NDC tool 14Feb2022b_CR PHL NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "9 high Current conditional include CR NDC tool 14Feb2022b_CR PHL NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "... ... ... ... ... ... ... ... ... ... ...\n", + "2342 low Current range exclude CR NDC tool 14Feb2022b_CR COG NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "2343 high Current range exclude CR NDC tool 14Feb2022b_CR COG NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "2344 low Current range exclude CR NDC tool 14Feb2022b_CR TON NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "2345 high Current range exclude CR NDC tool 14Feb2022b_CR TON NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "2346 low Current range exclude CR NDC tool 14Feb2022b_CR BGD NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "2347 high Current range exclude CR NDC tool 14Feb2022b_CR BGD NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "2348 low Current range exclude CR NDC tool 14Feb2022b_CR AND NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "2349 high Current range exclude CR NDC tool 14Feb2022b_CR AND NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "2350 low Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "2351 high Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\n", + "[2352 rows x 10 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ghg_ds.meta()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "dae9172c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['ambition',\n", + " 'category',\n", + " 'conditionality',\n", + " 'hot_air',\n", + " 'model',\n", + " 'model_version',\n", + " 'region',\n", + " 'scenario',\n", + " 'unit',\n", + " 'variable',\n", + " 'year.min',\n", + " 'year.max']" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# A complete list of filters\n", + "ghg_ds.filter_options()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "39cb67aa", + "metadata": {}, + "outputs": [], + "source": [ + "ghg_ds = ghg_ds.filter(**{\"year.min\": \"2010\", \"year.max\": \"2030\"})" + ] + }, + { + "cell_type": "markdown", + "id": "50fba67b", + "metadata": {}, + "source": [ + "The available timeseries can then be queried. This fetches the timeseries matching the requested filter from the server.\n", + "The resulting `scmdata.ScmRun` object is returned to perform additional operations.\n", + "\n", + "The `scmdata.ScmRun` also includes an additional metadata property `source` that is set to the `RemoteDataset` that was used to fetch the data." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "59130ae7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Time:\n", + "\tStart: 2010-01-01T00:00:00\n", + "\tEnd: 2030-01-01T00:00:00\n", + "Meta:\n", + "\t ambition category conditionality hot_air model model_version region scenario unit variable\n", + "\t0 low Current conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t1 high Current conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2 low Current conditional include CR NDC tool 14Feb2022b_CR ZWE NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t3 high Current conditional include CR NDC tool 14Feb2022b_CR ZWE NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t4 low Current conditional include CR NDC tool 14Feb2022b_CR PER NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t5 high Current conditional include CR NDC tool 14Feb2022b_CR PER NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t6 low Current conditional include CR NDC tool 14Feb2022b_CR GAB NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t7 high Current conditional include CR NDC tool 14Feb2022b_CR GAB NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t8 low Current conditional include CR NDC tool 14Feb2022b_CR PHL NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t9 high Current conditional include CR NDC tool 14Feb2022b_CR PHL NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t... ... ... ... ... ... ... ... ... ... ...\n", + "\t2342 low Current range exclude CR NDC tool 14Feb2022b_CR COG NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2343 high Current range exclude CR NDC tool 14Feb2022b_CR COG NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2344 low Current range exclude CR NDC tool 14Feb2022b_CR TON NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2345 high Current range exclude CR NDC tool 14Feb2022b_CR TON NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2346 low Current range exclude CR NDC tool 14Feb2022b_CR BGD NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2347 high Current range exclude CR NDC tool 14Feb2022b_CR BGD NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2348 low Current range exclude CR NDC tool 14Feb2022b_CR AND NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2349 high Current range exclude CR NDC tool 14Feb2022b_CR AND NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2350 low Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2351 high Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t\n", + "\t[2352 rows x 10 columns]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ghg_data = ghg_ds.query()\n", + "ghg_data" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "dc58efdf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + " (timeseries: 2352)\n", + "URL: https://api.climateresource.com.au/ndcs/v1/timeseries?variable=Emissions%7CTotal+GHG%2A&category=Current&year.min=2010&year.max=2030&format=csv\n", + "Filters\n", + "\t{'variable': 'Emissions|Total GHG*', 'category': 'Current', 'year.min': '2010', 'year.max': '2030'}\n", + "Meta\n", + "\t ambition category conditionality hot_air model model_version region scenario unit variable\n", + "\t0 low Current conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t1 high Current conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2 low Current conditional include CR NDC tool 14Feb2022b_CR ZWE NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t3 high Current conditional include CR NDC tool 14Feb2022b_CR ZWE NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t4 low Current conditional include CR NDC tool 14Feb2022b_CR PER NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t5 high Current conditional include CR NDC tool 14Feb2022b_CR PER NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t6 low Current conditional include CR NDC tool 14Feb2022b_CR GAB NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t7 high Current conditional include CR NDC tool 14Feb2022b_CR GAB NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t8 low Current conditional include CR NDC tool 14Feb2022b_CR PHL NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t9 high Current conditional include CR NDC tool 14Feb2022b_CR PHL NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t... ... ... ... ... ... ... ... ... ... ...\n", + "\t2342 low Current range exclude CR NDC tool 14Feb2022b_CR COG NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2343 high Current range exclude CR NDC tool 14Feb2022b_CR COG NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2344 low Current range exclude CR NDC tool 14Feb2022b_CR TON NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2345 high Current range exclude CR NDC tool 14Feb2022b_CR TON NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2346 low Current range exclude CR NDC tool 14Feb2022b_CR BGD NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2347 high Current range exclude CR NDC tool 14Feb2022b_CR BGD NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2348 low Current range exclude CR NDC tool 14Feb2022b_CR AND NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2349 high Current range exclude CR NDC tool 14Feb2022b_CR AND NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2350 low Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2351 high Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t\n", + "\t[2352 rows x 10 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ghg_data.metadata[\"source\"]" + ] + }, + { + "cell_type": "markdown", + "id": "e0cc600c", + "metadata": {}, + "source": [ + "Alternatively, `scmdata.ScmRun` functions can be called directly. The underlying timeseries is queried automatically." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "6cd248bb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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time2010-01-012011-01-012012-01-012013-01-012014-01-012015-01-012016-01-01...2024-01-012025-01-012026-01-012027-01-012028-01-012029-01-012030-01-01
ambitioncategoryconditionalityhot_airmodelmodel_versionscenariounitvariable
highCurrentconditionalexcludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...49324.04109649260.70836148976.07679148691.44522748406.81367248122.18210047837.550540
rangeexcludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...49324.04109649260.70836148976.07679148691.44522748406.81367248122.18210047837.550540
unconditionalexcludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...50297.16091150427.50407550344.25945550261.01484350177.77023450094.52561350011.281001
lowCurrentconditionalexcludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...50594.59210950784.92146250470.36148250155.80150949841.24154149526.68155849212.121589
rangeexcludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...51468.07198751832.13881051725.84442851619.55005451513.25568351406.96129851300.666926
unconditionalexcludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...51468.07198751832.13881051725.84442851619.55005451513.25568351406.96129851300.666926
highCurrentconditionalincludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...49729.92940349750.63702849547.50579749344.37455949141.24334348938.11210748734.980881
rangeincludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...49729.92940349750.63702849547.50579749344.37455949141.24334348938.11210748734.980881
unconditionalincludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...51257.97497651584.29171151681.64043951778.98916851876.33790351973.68662852071.035362
lowCurrentconditionalincludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...51296.28147251630.25951151577.35351851524.44752151471.54153951418.63554151365.729554
rangeincludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...52652.47135553257.68736753531.00724953804.32713654077.64702554350.96690854624.286797
unconditionalincludeCR NDC tool14Feb2022b_CRNaNMt CO2eq/yrEmissions|Total GHG excl. LULUCF44668.15568746160.34525846923.14640347122.39858947741.25272947812.70891847867.697916...52652.47135553257.68736753531.00724953804.32713654077.64702554350.96690854624.286797
\n", + "

12 rows × 21 columns

\n", + "
" + ], + "text/plain": [ + "time 2010-01-01 2011-01-01 2012-01-01 2013-01-01 2014-01-01 2015-01-01 2016-01-01 ... 2024-01-01 \\\n", + "ambition category conditionality hot_air model model_version scenario unit variable ... \n", + "high Current conditional exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 49324.041096 \n", + " range exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 49324.041096 \n", + " unconditional exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 50297.160911 \n", + "low Current conditional exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 50594.592109 \n", + " range exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 51468.071987 \n", + " unconditional exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 51468.071987 \n", + "high Current conditional include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 49729.929403 \n", + " range include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 49729.929403 \n", + " unconditional include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 51257.974976 \n", + "low Current conditional include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 51296.281472 \n", + " range include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 52652.471355 \n", + " unconditional include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 44668.155687 46160.345258 46923.146403 47122.398589 47741.252729 47812.708918 47867.697916 ... 52652.471355 \n", + "\n", + "time 2025-01-01 2026-01-01 2027-01-01 2028-01-01 2029-01-01 2030-01-01 \n", + "ambition category conditionality hot_air model model_version scenario unit variable \n", + "high Current conditional exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 49260.708361 48976.076791 48691.445227 48406.813672 48122.182100 47837.550540 \n", + " range exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 49260.708361 48976.076791 48691.445227 48406.813672 48122.182100 47837.550540 \n", + " unconditional exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 50427.504075 50344.259455 50261.014843 50177.770234 50094.525613 50011.281001 \n", + "low Current conditional exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 50784.921462 50470.361482 50155.801509 49841.241541 49526.681558 49212.121589 \n", + " range exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 51832.138810 51725.844428 51619.550054 51513.255683 51406.961298 51300.666926 \n", + " unconditional exclude CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 51832.138810 51725.844428 51619.550054 51513.255683 51406.961298 51300.666926 \n", + "high Current conditional include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 49750.637028 49547.505797 49344.374559 49141.243343 48938.112107 48734.980881 \n", + " range include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 49750.637028 49547.505797 49344.374559 49141.243343 48938.112107 48734.980881 \n", + " unconditional include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 51584.291711 51681.640439 51778.989168 51876.337903 51973.686628 52071.035362 \n", + "low Current conditional include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 51630.259511 51577.353518 51524.447521 51471.541539 51418.635541 51365.729554 \n", + " range include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 53257.687367 53531.007249 53804.327136 54077.647025 54350.966908 54624.286797 \n", + " unconditional include CR NDC tool 14Feb2022b_CR NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF 53257.687367 53531.007249 53804.327136 54077.647025 54350.966908 54624.286797 \n", + "\n", + "[12 rows x 21 columns]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ghg_ds.process_over(\"region\", \"sum\")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b723a6b7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ghg_ds.filter(region='AUS').lineplot(hue=\"ambition\", style=\"conditionality\")" + ] + }, + { + "cell_type": "markdown", + "id": "cbefd839", + "metadata": {}, + "source": [ + "For notebooks which are commonly run, it might be useful to cache the timeseries so it doesn't need to be downloaded on each run.\n", + "\n", + "We recommend using `pooch` to cache the results of a query locally." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "507d5efe", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Time:\n", + "\tStart: 1990-01-01T00:00:00\n", + "\tEnd: 2030-01-01T00:00:00\n", + "Meta:\n", + "\t ambition category conditionality hot_air model model_version region scenario unit variable\n", + "\t0 low Current conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t1 high Current conditional include CR NDC tool 14Feb2022b_CR IRN NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2 low Current conditional include CR NDC tool 14Feb2022b_CR ZWE NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t3 high Current conditional include CR NDC tool 14Feb2022b_CR ZWE NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t4 low Current conditional include CR NDC tool 14Feb2022b_CR PER NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t5 high Current conditional include CR NDC tool 14Feb2022b_CR PER NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t6 low Current conditional include CR NDC tool 14Feb2022b_CR GAB NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t7 high Current conditional include CR NDC tool 14Feb2022b_CR GAB NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t8 low Current conditional include CR NDC tool 14Feb2022b_CR PHL NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t9 high Current conditional include CR NDC tool 14Feb2022b_CR PHL NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t... ... ... ... ... ... ... ... ... ... ...\n", + "\t2342 low Current range exclude CR NDC tool 14Feb2022b_CR COG NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2343 high Current range exclude CR NDC tool 14Feb2022b_CR COG NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2344 low Current range exclude CR NDC tool 14Feb2022b_CR TON NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2345 high Current range exclude CR NDC tool 14Feb2022b_CR TON NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2346 low Current range exclude CR NDC tool 14Feb2022b_CR BGD NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2347 high Current range exclude CR NDC tool 14Feb2022b_CR BGD NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2348 low Current range exclude CR NDC tool 14Feb2022b_CR AND NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2349 high Current range exclude CR NDC tool 14Feb2022b_CR AND NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2350 low Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t2351 high Current range exclude CR NDC tool 14Feb2022b_CR STP NaN Mt CO2eq/yr Emissions|Total GHG excl. LULUCF\n", + "\t\n", + "\t[2352 rows x 10 columns]" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pooch\n", + "\n", + "cached_fname = pooch.retrieve(\n", + " scmdata.RemoteDataset(NDCS_URL).filter(\n", + " version=\"14Feb2022b_CR\",\n", + " variable=\"Emissions|Total GHG*\",\n", + " category=\"Current\"\n", + " ).url(),\n", + " known_hash=\"f28947623e785d3586628c9421b6cb10b8e7f94c103da3fb25369e69dedc3c83\",\n", + " fname=\"ndcs-latest.csv\"\n", + ")\n", + "\n", + "scmdata.ScmRun(cached_fname)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8e0ddce7", + "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": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/setup.cfg b/setup.cfg index a16fe5c9..18bc940d 100644 --- a/setup.cfg +++ b/setup.cfg @@ -63,10 +63,11 @@ plotting = seaborn notebooks = - %(plotting)s - %(optional)s - notebook - ipywidgets + %(plotting)s + %(optional)s + notebook + ipywidgets + pooch tests = codecov diff --git a/src/scmdata/__init__.py b/src/scmdata/__init__.py index 5ab30508..6628d159 100644 --- a/src/scmdata/__init__.py +++ b/src/scmdata/__init__.py @@ -17,3 +17,4 @@ from scmdata.run import ScmRun, run_append # noqa: F401, E402 from scmdata.database import ScmDatabase # noqa: F401, E402 +from scmdata.remote import RemoteDataset # noqa: F401, E402 diff --git a/src/scmdata/database/_database.py b/src/scmdata/database/_database.py index ca9a52d0..5e889a2c 100644 --- a/src/scmdata/database/_database.py +++ b/src/scmdata/database/_database.py @@ -24,7 +24,7 @@ class ScmDatabase: def __init__( self, - root_dir, + root_dir=None, levels=("climate_model", "variable", "region", "scenario"), backend="netcdf", backend_config=None, diff --git a/src/scmdata/errors.py b/src/scmdata/errors.py index 78270a45..6b42b58a 100644 --- a/src/scmdata/errors.py +++ b/src/scmdata/errors.py @@ -2,6 +2,7 @@ Custom errors and exceptions used by scmdata """ import pandas as pd +import requests.exceptions class NonUniqueMetadataError(ValueError): @@ -63,3 +64,14 @@ class InsufficientDataError(Exception): """ Insufficient data is available to interpolate/extrapolate """ + + +class RemoteQueryError(Exception): + """ + Something went wrong when fetching data from a remote source + """ + + def __init__(self, msg: str, error: requests.exceptions.RequestException): + msg = f"{msg}: {str(error)}" + super().__init__(msg) + self.error = error diff --git a/src/scmdata/remote.py b/src/scmdata/remote.py new file mode 100644 index 00000000..eff80742 --- /dev/null +++ b/src/scmdata/remote.py @@ -0,0 +1,252 @@ +import io +import logging +import urllib.parse +from functools import lru_cache +from typing import List, Optional + +import pandas as pd +import requests + +import scmdata +from scmdata import ScmRun +from scmdata.errors import RemoteQueryError + +logger = logging.getLogger(__name__) + + +# How many requests are kept in memory +CACHE_SIZE = 32 + + +def _make_request(method, url, params) -> requests.Response: + try: + resp = requests.request(method, url, params=params) + resp.raise_for_status() + + return resp + except requests.exceptions.ConnectionError as err: + # connection failure or DNS error + raise RemoteQueryError("Failed to connect", error=err) + except requests.exceptions.Timeout as err: + # Failed to get a response from the API + raise RemoteQueryError("Connection timeout", error=err) + except requests.exceptions.HTTPError as err: + # Handles non-200 status codes + raise RemoteQueryError("Client error", error=err) + except requests.exceptions.RequestException as err: + raise RemoteQueryError("Unknown error occurred when fetching data", error=err) + + +@lru_cache(CACHE_SIZE) +def _read_api_timeseries(url: str, **filters): + timeseries_url = urllib.parse.urljoin(url, "timeseries") + filters["format"] = "csv" # CSV format is faster to parse compared to json + + resp = _make_request("get", timeseries_url, filters) + + df = pd.read_csv(io.StringIO(resp.text)) + return ScmRun(df) + + +@lru_cache(CACHE_SIZE) +def _read_api_facets(url, **filters): + timeseries_url = urllib.parse.urljoin(url, "facets") + + resp = _make_request("get", timeseries_url, filters) + + data = resp.json() + items = [] + for name in data: + for item in data[name]: + items.append({"name": name, **item}) + if len(items) == 0: + return pd.DataFrame(columns=["name", "value", "count"]) + return pd.DataFrame(items)[["name", "value", "count"]] + + +@lru_cache(CACHE_SIZE) +def _read_api_meta(url, **filters): + timeseries_url = urllib.parse.urljoin(url, "meta") + + resp = _make_request("get", timeseries_url, filters) + + data = resp.json() + return pd.DataFrame(data["meta"]) + + +class RemoteDataset: + def __init__(self, base_url: str, filters=None): + """ + To write once happy with interface + + Parameters + ---------- + base_url + Url of API + filters + Default filters + + Shorthand for calling ``RemoteDataset(url).filter(**filters)`` + """ + # Ensure the url is terminated with a '/' + self.base_url = base_url.rstrip("/") + "/" + self.filters = filters or {} + self._meta_cols = None + + def _read_api_info(self): + facets = _read_api_facets(self.base_url) + self._meta_cols = facets["name"].unique().tolist() + + def __getattr__(self, item: str): + # Proxy ScmRun functions + if hasattr(ScmRun, item): + return getattr(self.query(), item) + raise AttributeError( + f"'{self.__class__.__name__}' object has no attribute '{item}'" + ) + + def __len__(self): + return len(self.meta()) + + def __repr__(self) -> str: + def _indent(s): + _lines = ["\t" + line for line in s.split("\n")] + return "\n".join(_lines) + + lines = [ + f"<{self.__class__.__name__}> (timeseries: {len(self)})", + f"URL: {self.url()}", + "Filters", + _indent(str(self.filters)), + "Meta", + _indent(repr(self.meta())), + ] + + return "\n".join(lines) + + def url(self) -> str: + opts = self.filter_options() + filters = {k: self.filters[k] for k in self.filters.keys() if k in opts} + filters["format"] = "csv" + query_params = "?" + urllib.parse.urlencode(filters) + + return urllib.parse.urljoin(self.base_url, "timeseries") + query_params + + def meta(self) -> pd.DataFrame: + """ + Fetch metadata about the filtered dataset from the API + Returns + ------- + The meta data for each row. This is the equivalent to :func:`scmdata.ScmRun.meta` + """ + logger.info( + f"Fetching remote meta from {self.base_url} matching {self.filters}" + ) + return _read_api_meta(self.base_url, **self.filters) + + def get_unique_meta( + self, + col: str, + no_duplicates: Optional[bool] = False, + ) -> List: + """ + Get unique values in a metadata column. + + This performs a remote query to the API server + + Parameters + ---------- + col + Column to retrieve metadata for + + no_duplicates: + Should I raise an error if there is more than one unique value in the + metadata column? + + Raises + ------ + ValueError + There is more than one unique value in the metadata column and + ``no_duplicates`` is ``True``. + + KeyError + If a ``meta`` column does not exist in the run's metadata + + RemoteQueryError + Something went wrong when querying the API + + Returns + ------- + [List[Any], Any] + List of unique metadata values. If ``no_duplicates`` is ``True`` the + metadata value will be returned (rather than a list). + + """ + vals = self.meta()[col].unique().tolist() + if no_duplicates: + if len(vals) != 1: + raise ValueError( + "`{}` column is not unique (found values: {})".format(col, vals) + ) + + return vals[0] + return vals + + def filter_options(self) -> List[str]: + if self._meta_cols is None: + self._read_api_info() + + extra_filters = ["year.min", "year.max"] + return [*self._meta_cols, *extra_filters] + + def query(self, raise_on_error: bool = False) -> scmdata.ScmRun: + """ + Fetch timeseries from the API + + The resulting data will follow any applied filters (see :func:`filters`). + + + Raises + ------ + RemoteQueryError + Something went wrong when querying the API + + Returns + ------- + :class:`scmdata.ScmRun` + """ + logger.info( + f"Fetching remote timeseries from {self.base_url} matching {self.filters}" + ) + + opts = self.filter_options() + filter_keys = self.filters.keys() + filters = {k: self.filters[k] for k in filter_keys if k in opts} + + extra_filters = [k for k in filter_keys if k not in opts] + if len(extra_filters): + + msg = f"Could not filter dataset by {extra_filters}" + if raise_on_error: + raise ValueError(msg) + logger.warning(msg + ". Ignoring") + run = _read_api_timeseries(self.base_url, **filters) + + run.metadata["source"] = self + + return run + + def filter(self, **filters): + if not filters.get("keep", True): + logger.warning( + "'keep' is not handled by the API. Querying data and performing filtering locally" + ) + return self.query().filter(**filters) + + new_filters = {**self.filters} + for k in filters: + if k in self.filters: + raise ValueError(f"Already filtering by {k}") + new_filters[k] = filters[k] + + return self.__class__(base_url=self.base_url, filters=new_filters) diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/integration/__init__.py b/tests/integration/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/integration/test_remote.py b/tests/integration/test_remote.py new file mode 100644 index 00000000..f9c57256 --- /dev/null +++ b/tests/integration/test_remote.py @@ -0,0 +1,72 @@ +import pandas as pd + +import scmdata +from scmdata.remote import ( + RemoteDataset, + _read_api_facets, + _read_api_meta, + _read_api_timeseries, +) + +NDCS_URL = "https://api.climateresource.com.au/ndcs/v1" + + +def test_read_ndcs(): + res = _read_api_timeseries( + NDCS_URL, + **{ + "version": "14Feb2022b_CR", + "variable": "Emissions|Total *", + "hot_air": "exclude", + "category": "Current", + }, + ) + + assert len(res) + assert isinstance(res, scmdata.ScmRun) + + +def test_read_facets(): + res = _read_api_facets( + NDCS_URL, + **{ + "version": "14Feb2022b_CR", + "variable": "Emissions|Total *", + "hot_air": "exclude", + "category": "Current", + }, + ) + + assert (res.columns == ["name", "value", "count"]).all() + assert len(res) + + +def test_read_meta(): + res = _read_api_meta( + NDCS_URL, + version="14Feb2022b_CR", + variable="Emissions|Total *", + ) + + assert isinstance(res, pd.DataFrame) + assert "category" in res + assert "Emissions|Total GHG excl. LULUCF" in res["variable"].tolist() + + +def test_remote_dataset_real(): + ds = RemoteDataset(NDCS_URL) + + assert "USA" in ds.get_unique_meta("region") + + ds = ds.filter(region="AUS") + assert "USA" not in ds.get_unique_meta("region") + assert "AUS" in ds.get_unique_meta("region") + ds_meta = ds.meta() + + run = ds.query() + assert isinstance(run, scmdata.ScmRun) + pd.testing.assert_frame_equal(run.meta, ds_meta) + + # We should be able to use other ScmRun funcs + res = ds.process_over("variable", "mean") + assert isinstance(res, pd.DataFrame) diff --git a/tests/test_data/api_responses/response_facets.json b/tests/test_data/api_responses/response_facets.json new file mode 100644 index 00000000..f7bb89de --- /dev/null +++ b/tests/test_data/api_responses/response_facets.json @@ -0,0 +1,32 @@ +{ + "model": [ + { + "value": "MAGICC", + "count": 1 + } + ], + "region": [ + { + "value": "World", + "count": 1 + } + ], + "scenario": [ + { + "value": "ssp126", + "count": 1 + } + ], + "unit": [ + { + "value": "K", + "count": 1 + } + ], + "variable": [ + { + "value": "Surface Temperature", + "count": 1 + } + ] +} diff --git a/tests/test_data/api_responses/response_meta.json b/tests/test_data/api_responses/response_meta.json new file mode 100644 index 00000000..fd701b8b --- /dev/null +++ b/tests/test_data/api_responses/response_meta.json @@ -0,0 +1 @@ +{"length":0,"meta":[]} diff --git a/tests/test_data/api_responses/response_timeseries.csv b/tests/test_data/api_responses/response_timeseries.csv new file mode 100644 index 00000000..e1183cd6 --- /dev/null +++ b/tests/test_data/api_responses/response_timeseries.csv @@ -0,0 +1,40 @@ +model,scenario,region,variable,unit,climate_model,1765-01-01 00:00:00,1766-01-01 00:00:00,1767-01-01 00:00:00,1768-01-01 00:00:00,1769-01-01 00:00:00,1770-01-01 00:00:00,1771-01-01 00:00:00,1772-01-01 00:00:00,1773-01-01 00:00:00,1774-01-01 00:00:00,1775-01-01 00:00:00,1776-01-01 00:00:00,1777-01-01 00:00:00,1778-01-01 00:00:00,1779-01-01 00:00:00,1780-01-01 00:00:00,1781-01-01 00:00:00,1782-01-01 00:00:00,1783-01-01 00:00:00,1784-01-01 00:00:00,1785-01-01 00:00:00,1786-01-01 00:00:00,1787-01-01 00:00:00,1788-01-01 00:00:00,1789-01-01 00:00:00,1790-01-01 00:00:00,1791-01-01 00:00:00,1792-01-01 00:00:00,1793-01-01 00:00:00,1794-01-01 00:00:00,1795-01-01 00:00:00,1796-01-01 00:00:00,1797-01-01 00:00:00,1798-01-01 00:00:00,1799-01-01 00:00:00,1800-01-01 00:00:00,1801-01-01 00:00:00,1802-01-01 00:00:00,1803-01-01 00:00:00,1804-01-01 00:00:00,1805-01-01 00:00:00,1806-01-01 00:00:00,1807-01-01 00:00:00,1808-01-01 00:00:00,1809-01-01 00:00:00,1810-01-01 00:00:00,1811-01-01 00:00:00,1812-01-01 00:00:00,1813-01-01 00:00:00,1814-01-01 00:00:00,1815-01-01 00:00:00,1816-01-01 00:00:00,1817-01-01 00:00:00,1818-01-01 00:00:00,1819-01-01 00:00:00,1820-01-01 00:00:00,1821-01-01 00:00:00,1822-01-01 00:00:00,1823-01-01 00:00:00,1824-01-01 00:00:00,1825-01-01 00:00:00,1826-01-01 00:00:00,1827-01-01 00:00:00,1828-01-01 00:00:00,1829-01-01 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diff --git a/tests/unit/__init__.py b/tests/unit/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/unit/test_remote.py b/tests/unit/test_remote.py new file mode 100644 index 00000000..54aabb96 --- /dev/null +++ b/tests/unit/test_remote.py @@ -0,0 +1,343 @@ +import io +import logging +import os +import re +from unittest.mock import Mock, call, patch + +import pandas as pd +import pytest +import requests + +import scmdata +import scmdata.testing +from scmdata.errors import RemoteQueryError +from scmdata.remote import ( + CACHE_SIZE, + RemoteDataset, + _read_api_facets, + _read_api_meta, + _read_api_timeseries, +) + +NDCS_URL = "https://api.climateresource.com.au/ndcs/v1/" + + +def build_response( + url, content, status_code=200, content_type="application/json", headers=None +): + response = requests.Response() + + # Fallback to None if there's no status_code, for whatever reason. + response.status_code = status_code + + # Make headers case-insensitive. + response.headers = headers or {} + response.headers["content-type"] = content_type + + # Set encoding. + response.encoding = "utf-8" + response.raw = content + response.url = url + + return response + + +@pytest.fixture() +def timeseries_response(test_data_path): + fname = os.path.join(test_data_path, "api_responses", "response_timeseries.csv") + with open(fname, "rb") as fh: + return build_response( + "/timeseries", io.BytesIO(fh.read()), content_type="text/csv" + ) + + +@pytest.fixture() +def timeseries_meta_response(test_data_path): + fname = os.path.join(test_data_path, "api_responses", "response_meta.json") + with open(fname, "rb") as fh: + return build_response("/timeseries", io.BytesIO(fh.read())) + + +@pytest.fixture() +def timeseries_facets_response(test_data_path): + fname = os.path.join(test_data_path, "api_responses", "response_facets.json") + with open(fname, "rb") as fh: + return build_response("/timeseries", io.BytesIO(fh.read())) + + +@patch("scmdata.remote._make_request") +def test_api_timeseries(mock_request, timeseries_response): + mock_request.return_value = timeseries_response + + resp = _read_api_timeseries(NDCS_URL) + assert isinstance(resp, scmdata.ScmRun) + mock_request.assert_called_with("get", NDCS_URL + "timeseries", {"format": "csv"}) + + +@patch("scmdata.remote._make_request") +def test_api_facets(mock_request, timeseries_facets_response): + mock_request.return_value = timeseries_facets_response + + resp = _read_api_facets(NDCS_URL, scenario="test") + assert isinstance(resp, pd.DataFrame) + mock_request.assert_called_with("get", NDCS_URL + "facets", {"scenario": "test"}) + + +@patch("scmdata.remote._make_request") +def test_api_meta(mock_request, timeseries_meta_response): + mock_request.return_value = timeseries_meta_response + + resp = _read_api_meta(NDCS_URL, scenario="test") + assert isinstance(resp, pd.DataFrame) + mock_request.assert_called_with("get", NDCS_URL + "meta", {"scenario": "test"}) + + +@patch("scmdata.remote._make_request") +@pytest.mark.parametrize("func", ("meta", "facets", "timeseries")) +def test_api_caches( + mock_request, + timeseries_meta_response, + timeseries_response, + timeseries_facets_response, + func, +): + + if func == "meta": + mock_request.return_value = timeseries_meta_response + api_func = _read_api_meta + elif func == "facets": + mock_request.return_value = timeseries_facets_response + api_func = _read_api_facets + elif func == "timeseries": + mock_request.return_value = timeseries_response + api_func = _read_api_timeseries + else: + raise ValueError("Unknown option") + + api_func.cache_clear() + + api_func(NDCS_URL, scenario="test") + api_func(NDCS_URL, scenario="test") + api_func(NDCS_URL, scenario="other") + + cache_info = api_func.cache_info() + assert cache_info.hits == 1 + assert cache_info.misses == 2 + assert cache_info.maxsize == CACHE_SIZE + + # Only one of each request should have made it through + assert mock_request.call_count == 2 + + if func != "timeseries": + mock_request.assert_has_calls( + ( + call("get", NDCS_URL + func, {"scenario": "test"}), + call("get", NDCS_URL + func, {"scenario": "other"}), + ), + any_order=False, + ) + else: + mock_request.assert_has_calls( + ( + call("get", NDCS_URL + func, {"scenario": "test", "format": "csv"}), + call("get", NDCS_URL + func, {"scenario": "other", "format": "csv"}), + ), + any_order=False, + ) + + +class MockRemoteDataset(RemoteDataset): + # replaces remote queries with static dataset + _data_queries = [] + _meta_queries = [] + _side_effect = None + + def _clear(self): + MockRemoteDataset._data_queries.clear() + MockRemoteDataset._meta_queries.clear() + + def _get_data(self, filters): + from tests.conftest import TEST_DATA + + if self._side_effect: + raise self._side_effect + + fname = os.path.join(TEST_DATA, "sr15", "sr15-output.csv") + return scmdata.ScmRun(fname).filter(**filters) + + def query(self) -> scmdata.ScmRun: + MockRemoteDataset._data_queries.append(self.filters) + return self._get_data(self.filters) + + def meta(self) -> pd.DataFrame: + MockRemoteDataset._meta_queries.append(self.filters) + return self._get_data(self.filters).meta + + def _read_api_info(self): + self._meta_cols = self.meta().columns.tolist() + + +@pytest.fixture() +def remote_ds(): + ds = MockRemoteDataset(NDCS_URL) + ds._clear() + + return ds + + +def test_remote_repr(remote_ds): + res = repr(remote_ds) + + assert re.search(r" \(timeseries:", res) + assert re.search(f"URL: {re.escape(remote_ds.url())}", res) + + +def test_remote_len(remote_ds): + assert len(remote_ds) == 13568 + + +def test_remote_dataset_filtering(remote_ds): + filtered_ds = remote_ds.filter(variable="Population") + assert filtered_ds.filters == {"variable": "Population"} + + # returns a new object + assert id(filtered_ds) != id(remote_ds) + + # Can also filter on creation + ds = MockRemoteDataset(NDCS_URL, {"variable": "Population"}) + assert ds.filters == {"variable": "Population"} + + +def test_remote_query(remote_ds): + res = remote_ds.query() + res_filtered = remote_ds.filter(variable="Emissions|CO2").query() + + assert isinstance(res, scmdata.ScmRun) + assert isinstance(res_filtered, scmdata.ScmRun) + assert MockRemoteDataset._data_queries == [{}, {"variable": "Emissions|CO2"}] + + +@patch("scmdata.remote._read_api_timeseries") +def test_remote_query_mocked(mock_timeseries, caplog): + caplog.set_level(logging.INFO) + mock_timeseries.return_value = scmdata.ScmRun() + + ds = RemoteDataset(NDCS_URL).filter(variable="test") + ds.filter_options = Mock(return_value=["variable"]) + res = ds.query() + + assert res == mock_timeseries.return_value + assert res.metadata["source"] == ds + + assert len(caplog.messages) == 1 + mock_timeseries.assert_called_with(NDCS_URL, **{"variable": "test"}) + + +@patch("scmdata.remote._read_api_timeseries") +@patch("scmdata.remote._read_api_facets") +def test_remote_query_with_extras(mock_facets, mock_timeseries, caplog): + caplog.set_level(logging.WARNING) + ds = RemoteDataset(NDCS_URL, filters=dict(variable="Emissions|CO2", other="test")) + ds.filter_options = Mock(return_value=["variable"]) + + msg = "Could not filter dataset by ['other']" + with pytest.raises(ValueError, match=re.escape(msg)): + ds.query(raise_on_error=True) + + assert len(caplog.messages) == 0 + + ds.query() + + assert len(caplog.messages) == 1 + assert re.search(re.escape(msg + ". Ignoring"), caplog.text) + + +def test_remote_filter_with_keep(caplog, remote_ds): + initial_filters = {"variable": "Temperature|Global Mean"} + ds = remote_ds.filter(**initial_filters) + res = ds.filter(keep=False, scenario="ADVANCE_INDC") + assert len(caplog.messages) == 1 + assert ( + caplog.messages[0] + == "'keep' is not handled by the API. Querying data and performing filtering locally" + ) + + assert "ADVANCE_INDC" in ds.get_unique_meta("scenario") + assert "ADVANCE_INDC" not in res.get_unique_meta("scenario") + assert MockRemoteDataset._data_queries == [ + initial_filters + ] # Query didn't include scenario, but preserves initial query + + +def test_remote_filter_with_duplicate(remote_ds): + remote_ds = remote_ds.filter(variable="a") + + with pytest.raises(ValueError, match="Already filtering by variable"): + remote_ds.filter(variable="test") + + +def test_remote_get_unique_meta(remote_ds): + variables = remote_ds.get_unique_meta("variable") + assert isinstance(variables, list) + assert len(variables) + + with pytest.raises(KeyError): + remote_ds.get_unique_meta("unknown") + + with pytest.raises(ValueError): + remote_ds.get_unique_meta("variable", True) + + single = remote_ds.filter(variable="Temperature|Global Mean").get_unique_meta( + "unit", True + ) + assert single == "°C" + + remote_ds._side_effect = RemoteQueryError("Something went wrong", "opps") + with pytest.raises(RemoteQueryError, match="Something went wrong: opps"): + remote_ds.get_unique_meta("variable") + + +def test_filter_options(remote_ds): + res = remote_ds.filter_options() + assert res == [*remote_ds.meta().columns.tolist(), "year.min", "year.max"] + + +def test_remote_url(remote_ds): + remote_ds.base_url = "https://api.example.com/v1/" + res = remote_ds.filter( + **{ + "variable": "test", + "scenario": "other", + } + ).url() + assert ( + res + == "https://api.example.com/v1/timeseries?variable=test&scenario=other&format=csv" + ) + + res = remote_ds.url() + assert res == "https://api.example.com/v1/timeseries?format=csv" + + +def test_remote_proxy(remote_ds): + filters = {"variable": "Temperature|Global Mean"} + + filtered_ds = remote_ds.filter(**filters) + + exp = remote_ds._get_data(filters).process_over("scenario", "sum") + res = filtered_ds.process_over("scenario", "sum") + assert MockRemoteDataset._data_queries == [filters] + + pd.testing.assert_frame_equal(res, exp) + + +def test_missing_attribute(remote_ds): + match = "'MockRemoteDataset' object has no attribute 'unknown_attr'" + with pytest.raises(AttributeError, match=match): + remote_ds.unknown_attr() + + +def test_remote_meta(remote_ds): + res = remote_ds.meta() + + assert isinstance(res, pd.DataFrame)