Support for decoding GRIB in rasdaman
Decoding GRIB files in rasdaman can be enabled by specifying --with-grib when configuring rasdaman. In this case the libgrib_api library must be installed; this library transparently supports both GRIB 1 and 2 and there are official packages for most Linux distributions.
inv_grib (rasql)
Petascope should send to rasdaman:
UPDATE myCoverage AS m SET m[0:720,0:360,0:1, 0:1] ASSIGN VALUES inv_grib($1, "#messages")
The format of #messages is as follows:
{ "internalStructure": { "messageDomains": [ { "msgId": 1, "domain": "[0:0,0:0,0:719,0:360]" }, { "msgId": 2, "domain": "[0:0,1:1,0:719,0:360]" }, { "msgId": 3, "domain": "[0:0,2:2,0:719,0:360]" }, .. ] } }
The X/Y are required to be the last dimensions as this is efficient and simple (no need to reorder stuff further in rasdaman, besides transposing the X and Y of each message).
WCSTImport
WCSTImport will send this information to Petascope:
<boundedBy> <Envelope srsName="SECORE:EPSG/0/4326@OGC/0/AnsiDate@OGC/0/Index1D?axis_label='ensemble'" axisLabels="{{axisLabels}}" uomLabels="{{uomLabels}}" srsDimension="4"> <lowerCorner>0, 0, 0, 0</lowerCorner> <upperCorner>720, 360, 1, 1</upperCorner> </Envelope> </boundedBy> <!-- Some other stuff should be here --> <gml:rangeSet> <gml:rangeParameters> {{rangeParameters}} </gml:rangeParameters> <gml:File> <gml:fileReference><![CDATA[ {{fileReference}} <!-- file url --> ]]></gml:fileReference> <gml:fileStructure>{{mimetype}} <!-- grib / netcdf /whatever in mimetype format --></gml:fileStructure> </gml:File> </gml:rangeSet>
Example:
<?xml version="1.0" encoding="UTF-8"?> <gmlcov:RectifiedGridCoverage xmlns='http://www.opengis.net/gml/3.2' xmlns:gml='http://www.opengis.net/gml/3.2' xmlns:gmlcov='http://www.opengis.net/gmlcov/1.0' xmlns:swe='http://www.opengis.net/swe/2.0' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:gmlrgrid='http://www.opengis.net/gml/3.3/rgrid' gml:id="MyCoverage" > <boundedBy> <Envelope srsName="http://localhost:8080/def/crs-compound?1=http://localhost:8080/def/crs/EPSG/0/4326&2=http://localhost:8080/def/crs/OGC/0/AnsiDate&3=http://localhost:8080/def/crs/OGC/0/Index1D?axis-label='ensemble'" axisLabels="Lat Long ansi ensemble" uomLabels=" " srsDimension="4"> <lowerCorner>-90.0 0.0 2010-10-01T00:00:00 1</lowerCorner> <upperCorner>90.0 359.875 2010-11-30T06:00:00 1</upperCorner> </Envelope> </boundedBy> <domainSet> <gml:RectifiedGrid dimension="4" gml:id="grid"> <limits> <GridEnvelope> <low>0 0 0 0</low> <high>2879.0 1440.0 122 0.0</high> </GridEnvelope> </limits> <axisLabels>Long Lat ansi ensemble</axisLabels> <gml:origin> <Point gml:id="origin" srsName="http://localhost:8080/def/crs-compound?1=http://localhost:8080/def/crs/EPSG/0/4326&2=http://localhost:8080/def/crs/OGC/0/AnsiDate&3=http://localhost:8080/def/crs/OGC/0/Index1D?axis-label='ensemble'" axisLabels="Lat Long ansi ensemble" uomLabels=" " srsDimension="4"> <pos>-90.0 0.0 2010-10-01T00:00:00 1</pos> </Point> </gml:origin> <gml:offsetVector srsName="http://localhost:8080/def/crs-compound?1=http://localhost:8080/def/crs/EPSG/0/4326&2=http://localhost:8080/def/crs/OGC/0/AnsiDate&3=http://localhost:8080/def/crs/OGC/0/Index1D?axis-label='ensemble'" axisLabels="Lat Long ansi ensemble" uomLabels=" " srsDimension="4"> 0 0.125 0 0 </gml:offsetVector> <gml:offsetVector srsName="http://localhost:8080/def/crs-compound?1=http://localhost:8080/def/crs/EPSG/0/4326&2=http://localhost:8080/def/crs/OGC/0/AnsiDate&3=http://localhost:8080/def/crs/OGC/0/Index1D?axis-label='ensemble'" axisLabels="Lat Long ansi ensemble" uomLabels=" " srsDimension="4"> -0.125 0 0 0 </gml:offsetVector> <gml:offsetVector srsName="http://localhost:8080/def/crs-compound?1=http://localhost:8080/def/crs/EPSG/0/4326&2=http://localhost:8080/def/crs/OGC/0/AnsiDate&3=http://localhost:8080/def/crs/OGC/0/Index1D?axis-label='ensemble'" axisLabels="Lat Long ansi ensemble" uomLabels=" " srsDimension="4"> 0 0 0.25 0 </gml:offsetVector> <gml:offsetVector srsName="http://localhost:8080/def/crs-compound?1=http://localhost:8080/def/crs/EPSG/0/4326&2=http://localhost:8080/def/crs/OGC/0/AnsiDate&3=http://localhost:8080/def/crs/OGC/0/Index1D?axis-label='ensemble'" axisLabels="Lat Long ansi ensemble" uomLabels=" " srsDimension="4"> 0 0 0 1 </gml:offsetVector> </gml:RectifiedGrid> </domainSet> <gml:rangeSet> <gml:rangeParameters> [{"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-01 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 1}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-01 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 2}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-02 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 3}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-02 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 4}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-03 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 5}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-03 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 6}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-04 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 7}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-04 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 8}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-05 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 9}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-05 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 10}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-06 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 11}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-06 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 12}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-07 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 13}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-07 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 14}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-08 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 15}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-08 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 16}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-09 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 17}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-09 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 18}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-10 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 19}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-10 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 20}, {"axes": 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"resolution": 1, "name": "ensemble", "min": 1}], "messageId": 23}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-12 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 24}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-13 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 25}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-13 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 26}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-14 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 27}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-14 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 28}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-15 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 29}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-15 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 30}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-16 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 31}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-16 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 32}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-17 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 33}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-17 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 34}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-18 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 35}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-18 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 36}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-19 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 37}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-19 06:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 38}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": "Long", "min": 0.0}, {"type": "ansidate", "resolution": 0.25, "name": "ansi", "min": "2010-10-20 00:00:00"}, {"type": ["number"], "resolution": 1, "name": "ensemble", "min": 1}], "messageId": 39}, {"axes": [{"type": ["number"], "max": 90.0, "resolution": -0.125, "name": "Lat", "min": -90.0}, {"type": ["number"], "max": 359.875, "resolution": 0.125, "name": 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