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Add sodapro.get_cams_radiation (#1175)
* Add cams.get_cams_radiation function * Revert "Add cams.get_cams_radiation function" This reverts commit d7deb80. * Add cams.get_cams_mcclear * Update v0.9.0.rst * Reference correct pull request in whatsnew * Add test file for monthly data * Create sub-functions parse and read * Fixed stickler * Update constants names * Fixed monthly integration of values * Improvement to meta-data parsing * Update test file to be during the day * Convert to get_cams to add support for CAMS Radiation * Fixed stickler issues * Update function names to just 'cams' * Update return description * Rename to cams_radiation And minor updates to the documentation * Convert print statements to warnings * Update function names * Fixed stickler * Fixed stickler * Improvements to documentation * Raise warning for unrecognized time step Co-authored-by: Will Holmgren <[email protected]> * Reworked URL formatting & comments on HTTP status * Fixed stickler * Add tests for cams.read_cams_radiation * Add tests coverage for metadata * Update docs/sphinx/source/whatsnew/v0.9.0.rst Co-authored-by: Will Holmgren <[email protected]> * Add reference to parsing function in whatsnew * Update module and function names Module name changed to sodapro instead of cams. Function names changed, e.g., get_cams instead of get_cams_radiation. * Update iotools init file with new names * update test file name * Add ".." to conftest import and update function documentation Replaced fancy quotation marks with simple ones. * Change asterisk to † in documentation * Update from master * Add mock tests * Stickler fixes and add import of requests_mock * Remove import request_mock in test_sodapro.py * Added requests-mock to setup.py and CI requirements files * Add requests-mock to ci\azure\posix.yml * Move requests-mock to pip install section * Move requests-mock to pip install section for py36 and py36-min * Add additional tests for full coverage * Update stickler * Add timeout option to get_cams * Add timeout option to get_cams * Extent tests to cover label, integrated, map_variables arguments * Fix stickler * Updates to documentation Co-authored-by: Kevin Anderson <[email protected]> * Update to documentation Co-authored-by: Kevin Anderson <[email protected]> * Reformat data inputs, set index name to None Also, includes a few minor changes addressing the review by @kanderso-nrel * Remove rounding when converting from integrated values * Minor updates to mock tests Includes match keywords for tests that asserts warning and error messages. * Remove round(4) * Change meta variable name to metadata * Change start_date/end_date to start/end * Make stickler happy Co-authored-by: AdamRJensen <[email protected]> Co-authored-by: Will Holmgren <[email protected]> Co-authored-by: Kevin Anderson <[email protected]>
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‎ci/azure/posix.yml

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versionSpec: '$(python.version)'
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- script: |
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pip install pytest pytest-cov pytest-mock pytest-timeout pytest-azurepipelines pytest-rerunfailures pytest-remotedata
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pip install pytest pytest-cov pytest-mock requests-mock pytest-timeout pytest-azurepipelines pytest-rerunfailures pytest-remotedata
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pip install -e .
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pytest pvlib --junitxml=junit/test-results.xml --cov=com --cov-report=xml --cov-report=html
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displayName: 'Test with pytest'

‎ci/requirements-py36-min.yml

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- scipy==1.2.0
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- pytest-rerunfailures # conda version is >3.6
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- pytest-remotedata # conda package is 0.3.0, needs > 0.3.1
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- requests-mock

‎ci/requirements-py36.yml

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- pytest
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- pytest-cov
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- pytest-mock
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- requests-mock
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- pytest-rerunfailures
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- pytest-remotedata
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- pytest-timeout

‎ci/requirements-py37.yml

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- pytest
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- pytest-cov
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- pytest-mock
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- requests-mock
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- pytest-timeout
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- pytest-rerunfailures
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‎ci/requirements-py38.yml

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- pytest
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- pytest-cov
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- pytest-mock
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- requests-mock
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- pytest-timeout
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- pytest-rerunfailures
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‎ci/requirements-py39.yml

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- pytest
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- pytest-cov
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- pytest-mock
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- requests-mock
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- pytest-timeout
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- pytest-rerunfailures
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- pytest-remotedata

‎docs/sphinx/source/api.rst

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iotools.get_pvgis_tmy
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iotools.read_pvgis_tmy
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iotools.read_bsrn
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iotools.get_cams
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iotools.read_cams
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iotools.parse_cams
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A :py:class:`~pvlib.location.Location` object may be created from metadata
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in some files.

‎docs/sphinx/source/whatsnew/v0.9.0.rst

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~~~~~~~~~~~~
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* Add :func:`~pvlib.iotools.read_bsrn` for reading BSRN solar radiation data
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files. (:pull:`1145`, :issue:`1015`)
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* Add :func:`~pvlib.iotools.get_cams`,
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:func:`~pvlib.iotools.parse_cams`, and
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:func:`~pvlib.iotools.read_cams`
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for retrieving, parsing, and reading CAMS Radiation and McClear time-series
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files. (:pull:`1175`)
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* In :py:class:`~pvlib.modelchain.ModelChain`, attributes which contain
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output of models are now collected into ``ModelChain.results``.
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(:pull:`1076`, :issue:`1067`)

‎pvlib/data/cams_mcclear_1min_verbose.csv

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# Coding: utf-8
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# File format version: 4
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# Title: CAMS McClear v3.1 model of clear-sky irradiation.
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# Content: A time-series of solar radiation received on horizontal plane and plane always normal to the sun rays at ground level assuming clear sky.
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# Calls on the McClear clear-sky model. Returns the global, beam and diffuse irradiations integrated over a selected time step,
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# for a selected location (worldwide coverage) and a selected period.
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# The research leading to these results has received funding from the European Union within the Copernicus programme.
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# Provider: MINES ParisTech (France)
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# More information at: http://www.soda-pro.com/web-services/radiation/cams-mcclear
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# Date begin (ISO 8601): 2020-06-01T00:00:00.0
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# Date end (ISO 8601): 2020-06-03T00:00:00.0
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# Latitude (positive North, ISO 19115): 55.7906
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# Longitude (positive East, ISO 19115): 12.5251
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# Altitude (m): 39.00
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# Elevation of CAMS cell (m): 28.64
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# Time reference: Universal time (UT)
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#
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# Encoding partly from D2.8.III.13-14 INSPIRE Data Specification on Atmospheric Conditions and Meteorological Geographical Features - Technical Guidelines (2013-12-10) and CF (Climate and Forecast) metadata (2013-11-11)
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# CF Standard Names registry of ObservablePropertyValue
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# http://cfconventions.org/Data/cf-standard-names/27/build/cf-standard-name-table.html
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# urn:x-inspire:specification:DS-AC-MF:observable-property-name:cf-standard-name:1.6
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# ObservableProperty
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# basePhenomenon:"integral_of_surface_downwelling_shortwave_flux_in_air_assuming_clear_sky_wrt_time"
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# uom:"Wh m-2" [unit]
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# StatisticalMeasure
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# statisticalFunction: "sum"
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# Summarization (integration) period: 0 year 0 month 0 day 0 h 1 min 0 s
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# noValue: nan
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# File generated on: 2021-02-26
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#
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# Columns:
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# 1. Observation period (ISO 8601)
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# 2. TOA. Irradiation on horizontal plane at the top of atmosphere (Wh/m2)
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# 3. Clear sky GHI. Clear sky global irradiation on horizontal plane at ground level (Wh/m2)
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# 4. Clear sky BHI. Clear sky beam irradiation on horizontal plane at ground level (Wh/m2)
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# 5. Clear sky DHI. Clear sky diffuse irradiation on horizontal plane at ground level (Wh/m2)
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# 6. Clear sky BNI. Clear sky beam irradiation on mobile plane following the sun at normal incidence (Wh/m2)
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# 7. sza. Solar zenithal angle for the middle of the summarization (deg)
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# 8. summer/winter split. 1.0 means summer, 0.0 means winter
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# 9. tco3. Total column content of ozone (Dobson unit)
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#10. tcwv. Total column content of water vapour (kg/m2)
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#11. AOD BC. Partial aerosol optical depth at 550 nm for black carbon
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#12. AOD DU. Partial aerosol optical depth at 550 nm for dust
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#13. AOD SS. Partial aerosol optical depth at 550 nm for sea salt
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#14. AOD OR. Partial aerosol optical depth at 550 nm for organic matter
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#15. AOD SU. Partial aerosol optical depth at 550 nm for sulphate
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#16. AOD NI. Partial aerosol optical depth at 550 nm for nitrate
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#17. AOD AM. Partial aerosol optical depth at 550 nm for ammonium
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#18. alpha. Angstroem coefficient for aerosol
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#19. Aerosol type. Obsolete (value is always -1)
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#20. fiso. MODIS-like BRDF parameter fiso
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#21. fvol. MODIS-like BRDF parameter fvol
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#22. fgeo. MODIS-like BRDF parameter fgeo
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#23. albedo. Ground albedo
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#
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# Observation period;TOA;Clear sky GHI;Clear sky BHI;Clear sky DHI;Clear sky BNI;sza;summer/winter split;tco3;tcwv;AOD BC;AOD DU;AOD SS;AOD OR;AOD SU;AOD NI;AOD AM;alpha;Aerosol type;fiso;fvol;fgeo;albedo
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2020-06-01T12:00:00.0/2020-06-01T12:01:00.0;18.0699;14.1417;12.5594;1.5823;15.3380;35.0308;0.9723;341.0221;17.7962;0.0065;0.0067;0.0008;0.0215;0.0252;0.0087;0.0022;nan;-1;0.1668;0.0912;0.0267;0.1359
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2020-06-01T12:01:00.0/2020-06-01T12:02:00.0;18.0584;14.1311;12.5484;1.5827;15.3343;35.0828;0.9723;341.0223;17.8020;0.0065;0.0067;0.0008;0.0215;0.0253;0.0087;0.0022;nan;-1;0.1668;0.0912;0.0267;0.1359
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2020-06-01T12:02:00.0/2020-06-01T12:03:00.0;18.0467;14.1204;12.5372;1.5831;15.3306;35.1357;0.9723;341.0224;17.8079;0.0065;0.0067;0.0008;0.0216;0.0253;0.0087;0.0022;nan;-1;0.1668;0.0912;0.0267;0.1359
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2020-06-01T12:03:00.0/2020-06-01T12:04:00.0;18.0348;14.1094;12.5259;1.5835;15.3269;35.1896;0.9723;341.0226;17.8137;0.0065;0.0067;0.0008;0.0217;0.0253;0.0087;0.0022;nan;-1;0.1668;0.0912;0.0267;0.1359

‎pvlib/data/cams_mcclear_monthly.csv

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# Coding: utf-8
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# File format version: 2
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# Title: CAMS McClear v3.1 model of clear-sky irradiation.
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# Content: A time-series of solar radiation received on horizontal plane and plane always normal to the sun rays at ground level assuming clear sky.
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# Calls on the McClear clear-sky model. Returns the global, beam and diffuse irradiations integrated over a selected time step,
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# for a selected location (worldwide coverage) and a selected period.
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# The research leading to these results has received funding from the European Union within the Copernicus programme.
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# Provider: MINES ParisTech (France)
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# More information at: http://www.soda-pro.com/web-services/radiation/cams-mcclear
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# Date begin (ISO 8601): 2020-01-01T00:00:00.0
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# Date end (ISO 8601): 2021-01-01T00:00:00.0
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# Latitude (positive North, ISO 19115): 55.7906
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# Longitude (positive East, ISO 19115): 12.5251
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# Altitude (m): 39.00
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# Time reference: Universal time (UT)
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#
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# Encoding partly from D2.8.III.13-14 INSPIRE Data Specification on Atmospheric Conditions and Meteorological Geographical Features - Technical Guidelines (2013-12-10) and CF (Climate and Forecast) metadata (2013-11-11)
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# CF Standard Names registry of ObservablePropertyValue
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# http://cfconventions.org/Data/cf-standard-names/27/build/cf-standard-name-table.html
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# urn:x-inspire:specification:DS-AC-MF:observable-property-name:cf-standard-name:1.6
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# ObservableProperty
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# basePhenomenon:"integral_of_surface_downwelling_shortwave_flux_in_air_assuming_clear_sky_wrt_time"
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# uom:"Wh m-2" [unit]
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# StatisticalMeasure
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# statisticalFunction: "sum"
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# Summarization (integration) period: 0 year 1 month 0 day 0 h 0 min 0 s
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# noValue: nan
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# File generated on: 2021-02-23
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#
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# Columns:
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# 1. Observation period (ISO 8601)
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# 2. TOA. Irradiation on horizontal plane at the top of atmosphere (Wh/m2)
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# 3. Clear sky GHI. Clear sky global irradiation on horizontal plane at ground level (Wh/m2)
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# 4. Clear sky BHI. Clear sky beam irradiation on horizontal plane at ground level (Wh/m2)
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# 5. Clear sky DHI. Clear sky diffuse irradiation on horizontal plane at ground level (Wh/m2)
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# 6. Clear sky BNI. Clear sky beam irradiation on mobile plane following the sun at normal incidence (Wh/m2)
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#
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# Observation period;TOA;Clear sky GHI;Clear sky BHI;Clear sky DHI;Clear sky BNI
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2020-01-01T00:00:00.0/2020-02-01T00:00:00.0;50168.9961;29424.7578;19492.6445;9932.1123;105764.1953
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2020-02-01T00:00:00.0/2020-03-01T00:00:00.0;91338.5234;59010.3047;40636.3008;18374.0020;140930.5781
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2020-03-01T00:00:00.0/2020-04-01T00:00:00.0;172855.2031;121402.9141;93124.6250;28278.2891;228798.9062
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2020-04-01T00:00:00.0/2020-05-01T00:00:00.0;248215.0312;180546.1406;142470.4688;38075.6680;279122.9375

‎pvlib/data/cams_radiation_1min_verbose.csv

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# Coding: utf-8
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# File format version: 5
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# Title: CAMS Radiation Service v3.2 all-sky irradiation (derived from satellite data).
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# Content: A time-series of solar radiation received on horizontal plane and plane always normal to the sun rays at ground level.
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# Returns the global, beam and diffuse irradiations integrated over a selected time step,
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# for a selected location (Meteosat Second Generation satellite coverage) and a selected period.
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# The research leading to these results has received funding from the European Union within the Copernicus programme.
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# Provider: MINES ParisTech (France)
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# More information at: http://www.soda-pro.com/web-services/radiation/cams-radiation-service
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# Date begin (ISO 8601): 2020-06-01T00:00:00.0
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# Date end (ISO 8601): 2020-06-02T00:00:00.0
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# Latitude (positive North, ISO 19115): 55.7906
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# Longitude (positive East, ISO 19115): 12.5251
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# Altitude (m): 39.00
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# Elevation of CAMS cell (m): 28.64
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# Time reference: Universal time (UT)
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#
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# Encoding partly from D2.8.III.13-14 INSPIRE Data Specification on Atmospheric Conditions and Meteorological Geographical Features - Technical Guidelines (2013-12-10) and CF (Climate and Forecast) metadata (2013-11-11)
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# CF Standard Names registry of ObservablePropertyValue
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# http://cfconventions.org/Data/cf-standard-names/27/build/cf-standard-name-table.html
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# urn:x-inspire:specification:DS-AC-MF:observable-property-name:cf-standard-name:1.6
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# ObservableProperty
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# basePhenomenon:"integral_of_surface_downwelling_shortwave_flux_in_air_sky_wrt_time"
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# uom:"Wh m-2" [unit]
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# StatisticalMeasure
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# statisticalFunction: "sum"
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# Summarization (integration) period: 0 year 0 month 0 day 0 h 1 min 0 s
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# noValue: nan
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# File generated on: 2021-03-07
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#
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# Columns:
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# 1. Observation period (ISO 8601)
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# 2. TOA. Irradiation on horizontal plane at the top of atmosphere (Wh/m2)
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# 3. Clear sky GHI. Clear sky global irradiation on horizontal plane at ground level (Wh/m2)
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# 4. Clear sky BHI. Clear sky beam irradiation on horizontal plane at ground level (Wh/m2)
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# 5. Clear sky DHI. Clear sky diffuse irradiation on horizontal plane at ground level (Wh/m2)
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# 6. Clear sky BNI. Clear sky beam irradiation on mobile plane following the sun at normal incidence (Wh/m2)
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# 7. GHI. Global irradiation on horizontal plane at ground level (Wh/m2)
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# 8. BHI. Beam irradiation on horizontal plane at ground level (Wh/m2)
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# 9. DHI. Diffuse irradiation on horizontal plane at ground level (Wh/m2)
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#10. BNI. Beam irradiation on mobile plane following the sun at normal incidence (Wh/m2)
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#11. Reliability. Proportion of reliable data in the summarization (0-1)
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#12. sza. Solar zenithal angle for the middle of the summarization (deg)
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#13. summer/winter split. 1.0 means summer, 0.0 means winter
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#14. tco3. Total column content of ozone (Dobson unit)
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#15. tcwv. Total column content of water vapour (kg/m2)
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#16. AOD BC. Partial aerosol optical depth at 550 nm for black carbon
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#17. AOD DU. Partial aerosol optical depth at 550 nm for dust
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#18. AOD SS. Partial aerosol optical depth at 550 nm for sea salt
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#19. AOD OR. Partial aerosol optical depth at 550 nm for organic matter
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#20. AOD SU. Partial aerosol optical depth at 550 nm for sulphate
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#21. AOD NI. Partial aerosol optical depth at 550 nm for nitrate
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#22. AOD AM. Partial aerosol optical depth at 550 nm for ammonium
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#23. alpha. Angstroem coefficient for aerosol
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#24. Aerosol type. Obsolete (value is always -1)
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#25. fiso. MODIS-like BRDF parameter fiso
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#26. fvol. MODIS-like BRDF parameter fvol
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#27. fgeo. MODIS-like BRDF parameter fgeo
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#28. albedo. Ground albedo
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#29. Cloud optical depth (value of the nearest acquisition time of the pixel)
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#30. Cloud coverage of the pixel (percentage from 0 to 100, value of the nearest acquisition time of the pixel) -1=no value
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#31. Cloud type (value of the nearest acquisition time of the pixel) -1=no value 0=no clouds 5=low-level cloud 6=medium-level cloud 7=high-level cloud 8=thin cloud
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#32. GHI no corr. Global irradiation without bias correction on horizontal plane at ground level (Wh/m2)
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#33. BHI no corr. Beam irradiation without bias correction on horizontal plane at ground level (Wh/m2)
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#34. DHI no corr. Diffuse irradiation without bias correction on horizontal plane at ground level (Wh/m2)
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#35. BNI no corr. Beam irradiation without bias correction on mobile plane following the sun at normal incidence (Wh/m2)
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#
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# Observation period;TOA;Clear sky GHI;Clear sky BHI;Clear sky DHI;Clear sky BNI;GHI;BHI;DHI;BNI;Reliability;sza;summer/winter split;tco3;tcwv;AOD BC;AOD DU;AOD SS;AOD OR;AOD SU;AOD NI;AOD AM;alpha;Aerosol type;fiso;fvol;fgeo;albedo;Cloud optical depth;Cloud coverage;Cloud type;GHI no corr;BHI no corr;DHI no corr;BNI no corr
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2020-06-01T12:00:00.0/2020-06-01T12:01:00.0;18.0699;14.1417;12.5594;1.5823;15.3380;13.5893;11.7057;1.8837;14.2954;1.0000;35.0308;0.9723;341.0221;17.7962;0.0065;0.0067;0.0008;0.0215;0.0252;0.0087;0.0022;nan;-1;0.1668;0.0912;0.0267;0.1359;0.000000;0;5;14.1417;12.5594;1.5823;15.3380
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2020-06-01T12:01:00.0/2020-06-01T12:02:00.0;18.0584;14.1311;12.5484;1.5827;15.3343;13.5801;11.6955;1.8846;14.2920;1.0000;35.0828;0.9723;341.0223;17.8020;0.0065;0.0067;0.0008;0.0215;0.0253;0.0087;0.0022;nan;-1;0.1668;0.0912;0.0267;0.1359;0.000000;0;5;14.1311;12.5484;1.5827;15.3343
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2020-06-01T12:02:00.0/2020-06-01T12:03:00.0;18.0467;14.1204;12.5372;1.5831;15.3306;13.5697;11.6849;1.8848;14.2883;1.0000;35.1357;0.9723;341.0224;17.8079;0.0065;0.0067;0.0008;0.0216;0.0253;0.0087;0.0022;nan;-1;0.1668;0.0912;0.0267;0.1359;0.000000;0;5;14.1204;12.5372;1.5831;15.3306
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2020-06-01T12:03:00.0/2020-06-01T12:04:00.0;18.0348;14.1094;12.5259;1.5835;15.3269;13.5602;11.6744;1.8858;14.2849;1.0000;35.1896;0.9723;341.0226;17.8137;0.0065;0.0067;0.0008;0.0217;0.0253;0.0087;0.0022;nan;-1;0.1668;0.0912;0.0267;0.1359;0.000000;0;5;14.1094;12.5259;1.5835;15.3269

‎pvlib/data/cams_radiation_monthly.csv

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# Coding: utf-8
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# File format version: 2
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# Title: CAMS Radiation Service v3.2 all-sky irradiation (derived from satellite data).
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# Content: A time-series of solar radiation received on horizontal plane and plane always normal to the sun rays at ground level.
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# Returns the global, beam and diffuse irradiations integrated over a selected time step,
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# for a selected location (Meteosat Second Generation satellite coverage) and a selected period.
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# The research leading to these results has received funding from the European Union within the Copernicus programme.
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# Provider: MINES ParisTech (France)
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# More information at: http://www.soda-pro.com/web-services/radiation/cams-radiation-service
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# Date begin (ISO 8601): 2020-01-01T00:00:00.0
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# Date end (ISO 8601): 2021-02-01T00:00:00.0
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# Latitude (positive North, ISO 19115): 55.7906
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# Longitude (positive East, ISO 19115): 12.5251
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# Altitude (m): 39.00
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# Time reference: Universal time (UT)
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#
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# Encoding partly from D2.8.III.13-14 INSPIRE Data Specification on Atmospheric Conditions and Meteorological Geographical Features - Technical Guidelines (2013-12-10) and CF (Climate and Forecast) metadata (2013-11-11)
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# CF Standard Names registry of ObservablePropertyValue
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# http://cfconventions.org/Data/cf-standard-names/27/build/cf-standard-name-table.html
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# urn:x-inspire:specification:DS-AC-MF:observable-property-name:cf-standard-name:1.6
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# ObservableProperty
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# basePhenomenon:"integral_of_surface_downwelling_shortwave_flux_in_air_sky_wrt_time"
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# uom:"Wh m-2" [unit]
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# StatisticalMeasure
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# statisticalFunction: "sum"
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# Summarization (integration) period: 0 year 1 month 0 day 0 h 0 min 0 s
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# noValue: nan
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# File generated on: 2021-03-07
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#
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# Columns:
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# 1. Observation period (ISO 8601)
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# 2. TOA. Irradiation on horizontal plane at the top of atmosphere (Wh/m2)
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# 3. Clear sky GHI. Clear sky global irradiation on horizontal plane at ground level (Wh/m2)
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# 4. Clear sky BHI. Clear sky beam irradiation on horizontal plane at ground level (Wh/m2)
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# 5. Clear sky DHI. Clear sky diffuse irradiation on horizontal plane at ground level (Wh/m2)
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# 6. Clear sky BNI. Clear sky beam irradiation on mobile plane following the sun at normal incidence (Wh/m2)
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# 7. GHI. Global irradiation on horizontal plane at ground level (Wh/m2)
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# 8. BHI. Beam irradiation on horizontal plane at ground level (Wh/m2)
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# 9. DHI. Diffuse irradiation on horizontal plane at ground level (Wh/m2)
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#10. BNI. Beam irradiation on mobile plane following the sun at normal incidence (Wh/m2)
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#11. Reliability. Proportion of reliable data in the summarization (0-1)
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#
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# Observation period;TOA;Clear sky GHI;Clear sky BHI;Clear sky DHI;Clear sky BNI;GHI;BHI;DHI;BNI;Reliability
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2020-01-01T00:00:00.0/2020-02-01T00:00:00.0;50169.1914;29424.8965;19492.7637;9932.1328;105764.5547;15531.9336;2568.7678;12972.1865;12469.0654;0.9970
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2020-02-01T00:00:00.0/2020-03-01T00:00:00.0;91338.7188;59010.4766;40636.4961;18373.9805;140931.0156;33073.7422;9732.8369;23351.6523;33306.4258;0.9956
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2020-03-01T00:00:00.0/2020-04-01T00:00:00.0;172855.4062;121403.0703;93124.7656;28278.3086;228799.0156;89403.4375;51798.5312;37620.5898;118724.5781;0.9949
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2020-04-01T00:00:00.0/2020-05-01T00:00:00.0;248215.1562;180546.2812;142470.6094;38075.6641;279123.0625;141625.0781;88746.7266;52930.9297;168456.6094;0.9897

‎pvlib/iotools/__init__.py

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from pvlib.iotools.psm3 import parse_psm3 # noqa: F401
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from pvlib.iotools.pvgis import get_pvgis_tmy, read_pvgis_tmy # noqa: F401
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from pvlib.iotools.bsrn import read_bsrn # noqa: F401
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from pvlib.iotools.sodapro import get_cams # noqa: F401
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from pvlib.iotools.sodapro import read_cams # noqa: F401
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from pvlib.iotools.sodapro import parse_cams # noqa: F401

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