diff --git a/grib_processor/data/__init__.py b/grib_processor/data/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/grib_processor/data/xcd_model_info.json b/grib_processor/data/xcd_model_info.json
index c25251dc19cae29248929fea8d50f62805657b1a..060f44c851fb9d1056b2f0b3bbabe60c44670be1 100644
--- a/grib_processor/data/xcd_model_info.json
+++ b/grib_processor/data/xcd_model_info.json
@@ -1,729 +1,3242 @@
{
- "44.196": {"174.759": {"237": {"377": {"115": ["DGEX-AKPS", "DGEX"]}}}},
- "19.943": {"234.907": {"303": {"491": {"115": ["DGEX-USLC", "DGEX"]}}}},
+ "44.196": {
+ "174.759": {
+ "237": {
+ "377": {
+ "115": [
+ "DGEX-AKPS",
+ "DGEX"
+ ]
+ }
+ }
+ }
+ },
+ "19.943": {
+ "234.907": {
+ "303": {
+ "491": {
+ "115": [
+ "DGEX-USLC",
+ "DGEX"
+ ]
+ }
+ }
+ }
+ },
"0.0": {
- "0.0": {
- "181": {"720": {"30": ["FGF-NHME", "FGF"]}},
- "91": {"360": {"96": ["GFS-NHME", "GFS"]}},
+ "0.0": {
+ "91": {
+ "360": {
+ "96": [
+ "GFS-NHME",
+ "GFS"
+ ]
+ }
},
- "180.0": {"500": {"625": {"85": ["RTOF-HIME", "RTOF"]}}},
- "130.0": {"375": {"625": {"85": ["RTOF-WPME", "RTOF"]}}},
+ "181": {
+ "720": {
+ "30": [
+ "FGF-NHME",
+ "FGF"
+ ]
+ }
+ }
+ },
+ "180.0": {
+ "500": {
+ "625": {
+ "85": [
+ "RTOF-HIME",
+ "RTOF"
+ ]
+ }
+ }
+ },
+ "130.0": {
+ "375": {
+ "625": {
+ "85": [
+ "RTOF-WPME",
+ "RTOF"
+ ]
+ }
+ }
+ }
},
"90.0": {
- "0.0": {
- "181": {
- "360": {
- "107": ["GEFS-GLME", "GEFS"],
- "96": ["GFS-GLME1P0D", "GFS"],
- "81": ["GFS-GLME1P0D", "GFS"],
- }
- },
- "336": {"720": {"11": ["MGWM-GLME", "MGWM"]}},
- "73": {
- "144": {"96": ["GFS-GLME2P5D", "GFS"], "81": ["GFS-GLME2P5D", "GFS"]}
- },
- "361": {
- "720": {"96": ["GFS-GLME0P5D", "GFS"], "81": ["GFS-GLME0P5D", "GFS"]}
- },
- "145": {
- "288": {"96": ["GFS-GLME1P25", "GFS"], "81": ["GFS-GLME1P25", "GFS"]}
- },
- "721": {
- "1440": {"96": ["GFS-GLMEP25D", "GFS"], "81": ["GFS-GLMEP25D", "GFS"]}
- },
+ "0.0": {
+ "73": {
+ "144": {
+ "81": [
+ "GFS-GLME2P5D",
+ "GFS"
+ ],
+ "96": [
+ "GFS-GLME2P5D",
+ "GFS"
+ ]
+ }
+ },
+ "145": {
+ "288": {
+ "81": [
+ "GFS-GLME1P25",
+ "GFS"
+ ],
+ "96": [
+ "GFS-GLME1P25",
+ "GFS"
+ ]
+ }
+ },
+ "181": {
+ "360": {
+ "81": [
+ "GFS-GLME1P0D",
+ "GFS"
+ ],
+ "96": [
+ "GFS-GLME1P0D",
+ "GFS"
+ ],
+ "107": [
+ "GEFS-GLME",
+ "GEFS"
+ ]
+ }
+ },
+ "336": {
+ "720": {
+ "11": [
+ "MGWM-GLME",
+ "MGWM"
+ ]
+ }
+ },
+ "361": {
+ "720": {
+ "81": [
+ "GFS-GLME0P5D",
+ "GFS"
+ ],
+ "96": [
+ "GFS-GLME0P5D",
+ "GFS"
+ ]
+ }
+ },
+ "721": {
+ "1440": {
+ "81": [
+ "GFS-GLMEP25D",
+ "GFS"
+ ],
+ "96": [
+ "GFS-GLMEP25D",
+ "GFS"
+ ]
+ }
}
+ }
},
"40.5301": {
- "181.429": {
- "1105": {
- "1649": {
- "96": ["GFS-AKPSDRES", "GFS"],
- "81": ["GFS-AKPSDRES", "GFS"],
- "114": ["NAEF-AKPSDRS", "NAEF"],
- "0": ["MOS-AKPSDRES", "MOS"],
- }
- }
+ "181.429": {
+ "1105": {
+ "1649": {
+ "0": [
+ "MOS-AKPSDRES",
+ "MOS"
+ ],
+ "81": [
+ "GFS-AKPSDRES",
+ "GFS"
+ ],
+ "96": [
+ "GFS-AKPSDRES",
+ "GFS"
+ ],
+ "114": [
+ "NAEF-AKPSDRS",
+ "NAEF"
+ ]
+ }
}
+ }
},
"19.132": {
- "174.163": {
- "156": {
- "180": {"81": ["GFS-AKPSHRES", "GFS"], "96": ["GFS-AKPSHRES", "GFS"]}
- }
+ "174.163": {
+ "156": {
+ "180": {
+ "81": [
+ "GFS-AKPSHRES",
+ "GFS"
+ ],
+ "96": [
+ "GFS-AKPSHRES",
+ "GFS"
+ ]
+ }
}
+ }
},
"-20.826": {
- "210.0": {"65": {"65": {"81": ["GFS-NHPS", "GFS"], "96": ["GFS-NHPS", "GFS"]}}}
+ "210.0": {
+ "65": {
+ "65": {
+ "81": [
+ "GFS-NHPS",
+ "GFS"
+ ],
+ "96": [
+ "GFS-NHPS",
+ "GFS"
+ ]
+ }
+ }
+ }
},
"12.19": {
- "226.541": {
- "129": {
- "185": {
- "81": ["GFS-USLC2", "GFS"],
- "96": ["GFS-USLC2", "GFS"],
- "113": ["SREF-USLC2", "SREF"],
- "89": ["NMMB-USLCA40", "NMMB"],
- "116": ["WRFE-USLC40K", "WRFE"],
- "112": ["WRFN-USLC40K", "WRFN"],
- "84": ["NAM-USLC2", "NAM"],
- "111": ["NAM-USLC2", "NAM"],
- }
- },
- "428": {"614": {"84": ["NAM-USLCAW12", "NAM"]}},
- "257": {
- "369": {"96": ["GFS-USLCAW20", "GFS"], "81": ["GFS-USLCAW20", "GFS"]}
- },
- "1025": {"1473": {"132": ["HREF-USLCEST", "HREF"]}},
+ "226.541": {
+ "129": {
+ "185": {
+ "81": [
+ "GFS-USLC2",
+ "GFS"
+ ],
+ "84": [
+ "NAM-USLC2",
+ "NAM"
+ ],
+ "89": [
+ "NMMB-USLCA40",
+ "NMMB"
+ ],
+ "96": [
+ "GFS-USLC2",
+ "GFS"
+ ],
+ "111": [
+ "NAM-USLC2",
+ "NAM"
+ ],
+ "112": [
+ "WRFN-USLC40K",
+ "WRFN"
+ ],
+ "113": [
+ "SREF-USLC2",
+ "SREF"
+ ],
+ "116": [
+ "WRFE-USLC40K",
+ "WRFE"
+ ]
+ }
+ },
+ "257": {
+ "369": {
+ "81": [
+ "GFS-USLCAW20",
+ "GFS"
+ ],
+ "96": [
+ "GFS-USLCAW20",
+ "GFS"
+ ]
+ }
+ },
+ "428": {
+ "614": {
+ "84": [
+ "NAM-USLCAW12",
+ "NAM"
+ ]
+ }
+ },
+ "1025": {
+ "1473": {
+ "132": [
+ "HREF-USLCEST",
+ "HREF"
+ ]
+ }
}
+ }
},
"20.192": {
- "238.446": {
- "689": {
- "1073": {"96": ["GFS-USLCAWI4", "GFS"], "108": ["LMP-USLCAWI4", "LMP"]}
- },
- "1377": {
- "2145": {
- "96": ["GFS-USLCDRS1", "GFS"],
- "108": ["LMP-USLCDRES", "LMP"],
- "183": ["NDF-USLCDRES", "NDF"],
- "89": ["NMMB-USLCDRS", "NMMB"],
- "0": ["MOS-USLCDRES", "MOS"],
- }
- },
- "1597": {
- "2145": {"104": ["NBM-USLCDRS2", "NBM"], "96": ["GFS-USLCDRS2", "GFS"]}
- },
- },
- "238.45": {"689": {"1073": {"89": ["NMMB-USLCAW4", "NMMB"]}}},
+ "238.446": {
+ "689": {
+ "1073": {
+ "96": [
+ "GFS-USLCAWI4",
+ "GFS"
+ ],
+ "108": [
+ "LMP-USLCAWI4",
+ "LMP"
+ ]
+ }
+ },
+ "1377": {
+ "2145": {
+ "0": [
+ "MOS-USLCDRES",
+ "MOS"
+ ],
+ "89": [
+ "NMMB-USLCDRS",
+ "NMMB"
+ ],
+ "96": [
+ "GFS-USLCDRS1",
+ "GFS"
+ ],
+ "108": [
+ "LMP-USLCDRES",
+ "LMP"
+ ],
+ "183": [
+ "NDF-USLCDRES",
+ "NDF"
+ ]
+ }
+ },
+ "1597": {
+ "2145": {
+ "96": [
+ "GFS-USLCDRS2",
+ "GFS"
+ ],
+ "104": [
+ "NBM-USLCDRS2",
+ "NBM"
+ ]
+ }
+ }
+ },
+ "238.45": {
+ "689": {
+ "1073": {
+ "89": [
+ "NMMB-USLCAW4",
+ "NMMB"
+ ]
+ }
+ }
+ }
},
"7.838": {
- "218.972": {
- "85": {"129": {"81": ["GFS-USPS", "GFS"], "96": ["GFS-USPS", "GFS"]}}
+ "218.972": {
+ "85": {
+ "129": {
+ "81": [
+ "GFS-USPS",
+ "GFS"
+ ],
+ "96": [
+ "GFS-USPS",
+ "GFS"
+ ]
+ }
+ }
+ }
+ },
+ "49.1": {
+ "267.799984": {
+ "235": {
+ "327": {
+ "131": [
+ "GLWM",
+ "GLWM"
+ ]
+ }
}
+ }
},
- "49.1": {"267.799984": {"235": {"327": {"131": ["GLWM", "GLWM"]}}}},
"89.958": {
- "0.042": {
- "2160": {"4320": {"120": ["ICA-GLME", "ICA"], "44": ["SST-GLME", "SST"]}}
+ "0.042": {
+ "2160": {
+ "4320": {
+ "44": [
+ "SST-GLME",
+ "SST"
+ ],
+ "120": [
+ "ICA-GLME",
+ "ICA"
+ ]
+ }
}
+ }
},
"16.281": {
- "233.862": {
- "337": {
- "451": {
- "191": ["ICN-USLC13KM", "ICNG"],
- "105": ["RAP-USLC13KM", "RAP"],
- "193": ["ICI-USLC13KM", "ICI"],
- }
- },
- "113": {"151": {"105": ["RAP-USLC40KM", "RAP"]}},
- "225": {"301": {"105": ["RAP-USLC20KM", "RAP"]}},
- },
- "233.861999": {"337": {"451": {"105": ["RAP-USLC13KM", "RAP"]}}},
- },
- "74.0": {"165.0": {"391": {"548": {"11": ["MGWM-AKME", "MGWM"]}}}},
+ "233.862": {
+ "113": {
+ "151": {
+ "105": [
+ "RAP-USLC40KM",
+ "RAP"
+ ]
+ }
+ },
+ "225": {
+ "301": {
+ "105": [
+ "RAP-USLC20KM",
+ "RAP"
+ ]
+ }
+ },
+ "337": {
+ "451": {
+ "105": [
+ "RAP-USLC13KM",
+ "RAP"
+ ],
+ "191": [
+ "ICN-USLC13KM",
+ "ICNG"
+ ],
+ "193": [
+ "ICI-USLC13KM",
+ "ICI"
+ ]
+ }
+ }
+ },
+ "233.861999": {
+ "337": {
+ "451": {
+ "105": [
+ "RAP-USLC13KM",
+ "RAP"
+ ]
+ }
+ }
+ }
+ },
+ "74.0": {
+ "165.0": {
+ "391": {
+ "548": {
+ "11": [
+ "MGWM-AKME",
+ "MGWM"
+ ]
+ }
+ }
+ }
+ },
"30.0": {
- "130.0": {"301": {"511": {"11": ["MGWM-EPME", "MGWM"]}}},
- "187.0": {
- "425": {"553": {"84": ["NAM-AKPSAWI4", "NAM"]}},
- "107": {
- "139": {"113": ["SREF-AKPS", "SREF"], "84": ["NAM-AKPS45KM", "NAM"]}
- },
- "213": {
- "277": {"96": ["GFS-AKPSAWI2", "GFS"], "81": ["GFS-AKPSAWI2", "GFS"]}
- },
- },
- },
- "75.0": {"140.0": {"187": {"401": {"11": ["MGWM-NPME", "MGWM"]}}}},
+ "130.0": {
+ "301": {
+ "511": {
+ "11": [
+ "MGWM-EPME",
+ "MGWM"
+ ]
+ }
+ }
+ },
+ "187.0": {
+ "107": {
+ "139": {
+ "84": [
+ "NAM-AKPS45KM",
+ "NAM"
+ ],
+ "113": [
+ "SREF-AKPS",
+ "SREF"
+ ]
+ }
+ },
+ "213": {
+ "277": {
+ "81": [
+ "GFS-AKPSAWI2",
+ "GFS"
+ ],
+ "96": [
+ "GFS-AKPSAWI2",
+ "GFS"
+ ]
+ }
+ },
+ "425": {
+ "553": {
+ "84": [
+ "NAM-AKPSAWI4",
+ "NAM"
+ ]
+ }
+ }
+ }
+ },
+ "75.0": {
+ "140.0": {
+ "187": {
+ "401": {
+ "11": [
+ "MGWM-NPME",
+ "MGWM"
+ ]
+ }
+ }
+ }
+ },
"55.0": {
- "260.0": {"331": {"301": {"11": ["MGWM-WAME", "MGWM"]}}},
- "202.0": {
- "62": {"81": {"15": ["NWPS-AKMEAN1", "NWPS"]}},
- "147": {"193": {"15": ["NWPS-AKMEAN2", "NWPS"]}},
+ "260.0": {
+ "331": {
+ "301": {
+ "11": [
+ "MGWM-WAME",
+ "MGWM"
+ ]
+ }
+ }
+ },
+ "202.0": {
+ "62": {
+ "81": {
+ "15": [
+ "NWPS-AKMEAN1",
+ "NWPS"
+ ]
+ }
},
+ "147": {
+ "193": {
+ "15": [
+ "NWPS-AKMEAN2",
+ "NWPS"
+ ]
+ }
+ }
+ }
},
"50.0": {
- "195.0": {"526": {"736": {"11": ["MGWM-WCHIME", "MGWM"]}}},
- "210.0": {"151": {"241": {"11": ["MGWM-WCME", "MGWM"]}}},
+ "195.0": {
+ "526": {
+ "736": {
+ "11": [
+ "MGWM-WCHIME",
+ "MGWM"
+ ]
+ }
+ }
+ },
+ "210.0": {
+ "151": {
+ "241": {
+ "11": [
+ "MGWM-WCME",
+ "MGWM"
+ ]
+ }
+ }
+ }
},
"1.0": {
- "214.5": {
- "277": {
- "349": {
- "111": ["NAM-USLC32KM", "NAM"],
- "116": ["WRFE-USLC32K", "WRFE"],
- "112": ["WRFN-USLC32K", "WRFN"],
- }
- }
+ "214.5": {
+ "277": {
+ "349": {
+ "111": [
+ "NAM-USLC32KM",
+ "NAM"
+ ],
+ "112": [
+ "WRFN-USLC32K",
+ "WRFN"
+ ],
+ "116": [
+ "WRFE-USLC32K",
+ "WRFE"
+ ]
+ }
}
+ }
},
"20.190001": {
- "238.449996": {
- "689": {
- "1073": {
- "180": ["NCE-USLCAWI4", "NCE"],
- "224": ["WPC-USLCAWI4", "WPC"],
- "221": ["WPC-USLCAWI4", "WPC"],
- }
- }
- }
- },
- "40.530094": {"181.429031": {"553": {"825": {"183": ["NDF-AKPS2", "NDF"]}}}},
- "40.530096": {"181.429024": {"553": {"825": {"183": ["NDF-AKPS2", "NDF"]}}}},
- "40.529998": {"181.429993": {"553": {"825": {"183": ["NDF-AKPS", "NDF"]}}}},
+ "238.449996": {
+ "689": {
+ "1073": {
+ "180": [
+ "NCE-USLCAWI4",
+ "NCE"
+ ],
+ "221": [
+ "WPC-USLCAWI4",
+ "WPC"
+ ],
+ "224": [
+ "WPC-USLCAWI4",
+ "WPC"
+ ]
+ }
+ }
+ }
+ },
+ "40.530094": {
+ "181.429031": {
+ "553": {
+ "825": {
+ "183": [
+ "NDF-AKPS2",
+ "NDF"
+ ]
+ }
+ }
+ }
+ },
+ "40.530096": {
+ "181.429024": {
+ "553": {
+ "825": {
+ "183": [
+ "NDF-AKPS2",
+ "NDF"
+ ]
+ }
+ }
+ }
+ },
+ "40.529998": {
+ "181.429993": {
+ "553": {
+ "825": {
+ "183": [
+ "NDF-AKPS",
+ "NDF"
+ ]
+ }
+ }
+ }
+ },
"40.530101": {
- "181.429": {
- "1105": {
- "1649": {
- "0": ["NDF-AKPSDRS", "NDF"],
- "109": ["RTM-AKPSDRES", "RTMA"],
- "89": ["NMMB-AKPSDRS", "NMMB"],
- "18": ["PETS-AKPSDRS", "PETS"],
- "16": ["ETSS-AKPSDRS", "ETSS"],
- }
- },
- "553": {
- "825": {
- "12": ["PSS-AKPS", "PSS"],
- "109": ["RTM-AKPS", "RTMA"],
- "17": ["ESSP-AKPS", "ESSP"],
- }
- },
+ "181.429": {
+ "553": {
+ "825": {
+ "12": [
+ "PSS-AKPS",
+ "PSS"
+ ],
+ "17": [
+ "ESSP-AKPS",
+ "ESSP"
+ ],
+ "109": [
+ "RTM-AKPS",
+ "RTMA"
+ ]
+ }
+ },
+ "1105": {
+ "1649": {
+ "0": [
+ "NDF-AKPSDRS",
+ "NDF"
+ ],
+ "16": [
+ "ETSS-AKPSDRS",
+ "ETSS"
+ ],
+ "18": [
+ "PETS-AKPSDRS",
+ "PETS"
+ ],
+ "89": [
+ "NMMB-AKPSDRS",
+ "NMMB"
+ ],
+ "109": [
+ "RTM-AKPSDRES",
+ "RTMA"
+ ]
+ }
}
+ }
},
"20.191999": {
- "238.445999": {
- "1377": {
- "2145": {
- "183": ["NDF-USLCDRES", "NDF"],
- "109": ["RTM-USLCDRES", "RTMA"],
- "118": ["URMA-USLCDR1", "URMA"],
- "83": ["HRR-USLCDRES", "HRR"],
- "14": ["ESSA-USLCDRS", "ESSA"],
- "17": ["ESSP-USLCDRS", "ESSP"],
- "12": ["PSS-USLCDRES", "PSS"],
- "114": ["NAEF-USLCDRS", "NAEF"],
- "222": ["WPC-USLCDRES", "WPC"],
- "223": ["WPC-USLCDRES", "WPC"],
- "96": ["GFS-USLCDRS1", "GFS"],
- "16": ["ETSS-USLCDRS", "ETSS"],
- "18": ["PETS-USLCDRS", "PETS"],
- "0": ["NDF-USLCDRES", "NDFD"],
- }
- },
- "689": {
- "1073": {"109": ["RTM-USLCAWI4", "RTMA"], "12": ["PSS-USLCAWI4", "PSS"]}
- },
- "1597": {
- "2145": {"180": ["NCE-USLCDRS", "NCEP"], "221": ["WPC-USLCPD10", "WPC"]}
- },
- "5505": {
- "8577": {"16": ["ETSS-USLC", "ETSS"], "18": ["PETS-PD10LC", "PETS"]}
- },
+ "238.445999": {
+ "689": {
+ "1073": {
+ "12": [
+ "PSS-USLCAWI4",
+ "PSS"
+ ],
+ "109": [
+ "RTM-USLCAWI4",
+ "RTMA"
+ ]
+ }
+ },
+ "1377": {
+ "2145": {
+ "0": [
+ "NDF-USLCDRES",
+ "NDFD"
+ ],
+ "12": [
+ "PSS-USLCDRES",
+ "PSS"
+ ],
+ "14": [
+ "ESSA-USLCDRS",
+ "ESSA"
+ ],
+ "16": [
+ "ETSS-USLCDRS",
+ "ETSS"
+ ],
+ "17": [
+ "ESSP-USLCDRS",
+ "ESSP"
+ ],
+ "18": [
+ "PETS-USLCDRS",
+ "PETS"
+ ],
+ "83": [
+ "HRR-USLCDRES",
+ "HRR"
+ ],
+ "96": [
+ "GFS-USLCDRS1",
+ "GFS"
+ ],
+ "109": [
+ "RTM-USLCDRES",
+ "RTMA"
+ ],
+ "114": [
+ "NAEF-USLCDRS",
+ "NAEF"
+ ],
+ "118": [
+ "URMA-USLCDR1",
+ "URMA"
+ ],
+ "183": [
+ "NDF-USLCDRES",
+ "NDF"
+ ],
+ "222": [
+ "WPC-USLCDRES",
+ "WPC"
+ ],
+ "223": [
+ "WPC-USLCDRES",
+ "WPC"
+ ]
+ }
+ },
+ "1597": {
+ "2145": {
+ "180": [
+ "NCE-USLCDRS",
+ "NCEP"
+ ],
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}
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}
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+ "NWPS"
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}
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},
- "58.8": {"205.6": {"311": {"317": {"15": ["NWPS-AKMEAN3", "NWPS"]}}}},
"41.0": {
- "232.7": {
- "192": {"154": {"15": ["NWPS-ORMEMD1", "NWPS"]}},
- "77": {"62": {"15": ["NWPS-ORMEMD2", "NWPS"]}},
- "128": {"103": {"15": ["NWPS-ORMEMD3", "NWPS"]}},
+ "232.7": {
+ "77": {
+ "62": {
+ "15": [
+ "NWPS-ORMEMD2",
+ "NWPS"
+ ]
+ }
+ },
+ "128": {
+ "103": {
+ "15": [
+ "NWPS-ORMEMD3",
+ "NWPS"
+ ]
+ }
+ },
+ "192": {
+ "154": {
+ "15": [
+ "NWPS-ORMEMD1",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "32.61": {
+ "279.99": {
+ "49": {
+ "75": {
+ "15": [
+ "NWPS-SCMECHB",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "31.88": {
+ "278.87": {
+ "112": {
+ "131": {
+ "15": [
+ "NWPS-GAMESHB",
+ "NWPS"
+ ]
+ }
}
+ }
+ },
+ "39.4": {
+ "285.4": {
+ "112": {
+ "69": {
+ "15": [
+ "NWPS-NJMELBI",
+ "NWPS"
+ ]
+ }
+ }
+ }
},
- "32.61": {"279.99": {"49": {"75": {"15": ["NWPS-SCMECHB", "NWPS"]}}}},
- "31.88": {"278.87": {"112": {"131": {"15": ["NWPS-GAMESHB", "NWPS"]}}}},
- "39.4": {"285.4": {"112": {"69": {"15": ["NWPS-NJMELBI", "NWPS"]}}}},
"46.1": {
- "233.0": {
- "93": {"99": {"15": ["NWPS-WAMESE1", "NWPS"]}},
- "123": {"131": {"15": ["NWPS-WAMESE2", "NWPS"]}},
- "74": {"79": {"15": ["NWPS-WAMESE3", "NWPS"]}},
+ "233.0": {
+ "74": {
+ "79": {
+ "15": [
+ "NWPS-WAMESE3",
+ "NWPS"
+ ]
+ }
+ },
+ "93": {
+ "99": {
+ "15": [
+ "NWPS-WAMESE1",
+ "NWPS"
+ ]
+ }
+ },
+ "123": {
+ "131": {
+ "15": [
+ "NWPS-WAMESE2",
+ "NWPS"
+ ]
+ }
}
+ }
},
"38.4": {
- "233.73": {
- "106": {"64": {"15": ["NWPS-CAMEEU1", "NWPS"]}},
- "141": {"85": {"15": ["NWPS-CAMEEU2", "NWPS"]}},
- "85": {"51": {"15": ["NWPS-CAMEEU3", "NWPS"]}},
+ "233.73": {
+ "85": {
+ "51": {
+ "15": [
+ "NWPS-CAMEEU3",
+ "NWPS"
+ ]
+ }
+ },
+ "106": {
+ "64": {
+ "15": [
+ "NWPS-CAMEEU1",
+ "NWPS"
+ ]
+ }
+ },
+ "141": {
+ "85": {
+ "15": [
+ "NWPS-CAMEEU2",
+ "NWPS"
+ ]
+ }
}
+ }
},
"18.07": {
- "198.5": {
- "207": {"298": {"15": ["NWPS-HIME1", "NWPS"]}},
- "70": {"101": {"15": ["NWPS-HIME2", "NWPS"]}},
+ "198.5": {
+ "70": {
+ "101": {
+ "15": [
+ "NWPS-HIME2",
+ "NWPS"
+ ]
+ }
+ },
+ "207": {
+ "298": {
+ "15": [
+ "NWPS-HIME1",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "21.55": {
+ "199.96": {
+ "190": {
+ "197": {
+ "15": [
+ "NWPS-HIMEKAN",
+ "NWPS"
+ ]
+ }
}
+ }
+ },
+ "19.4": {
+ "204.8": {
+ "112": {
+ "126": {
+ "15": [
+ "NWPS-HIMEHIL",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "20.4": {
+ "203.1": {
+ "223": {
+ "209": {
+ "15": [
+ "NWPS-HIMEMAU",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "21.2": {
+ "201.65": {
+ "136": {
+ "156": {
+ "15": [
+ "NWPS-HIMEOAH",
+ "NWPS"
+ ]
+ }
+ }
+ }
},
- "21.55": {"199.96": {"190": {"197": {"15": ["NWPS-HIMEKAN", "NWPS"]}}}},
- "19.4": {"204.8": {"112": {"126": {"15": ["NWPS-HIMEHIL", "NWPS"]}}}},
- "20.4": {"203.1": {"223": {"209": {"15": ["NWPS-HIMEMAU", "NWPS"]}}}},
- "21.2": {"201.65": {"136": {"156": {"15": ["NWPS-HIMEOAH", "NWPS"]}}}},
"12.34": {
- "143.67": {
- "125": {"126": {"15": ["NWPS-GUME1", "NWPS"]}},
- "67": {"67": {"15": ["NWPS-GUME2", "NWPS"]}},
+ "143.67": {
+ "67": {
+ "67": {
+ "15": [
+ "NWPS-GUME2",
+ "NWPS"
+ ]
+ }
+ },
+ "125": {
+ "126": {
+ "15": [
+ "NWPS-GUME1",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "14.72": {
+ "145.32": {
+ "74": {
+ "72": {
+ "15": [
+ "NWPS-GUMENMI",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "14.02": {
+ "145.02": {
+ "29": {
+ "39": {
+ "15": [
+ "NWPS-GUMEROT",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "13.12": {
+ "144.52": {
+ "74": {
+ "61": {
+ "15": [
+ "NWPS-GUMEISL",
+ "NWPS"
+ ]
+ }
}
+ }
+ },
+ "23.018": {
+ "275.667": {
+ "574": {
+ "480": {
+ "84": [
+ "NAM-FLLC",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "23.097": {
+ "240.964": {
+ "881": {
+ "1121": {
+ "190": [
+ "AWC-UNKNPS",
+ "AWC"
+ ]
+ }
+ }
+ }
},
- "14.72": {"145.32": {"74": {"72": {"15": ["NWPS-GUMENMI", "NWPS"]}}}},
- "14.02": {"145.02": {"29": {"39": {"15": ["NWPS-GUMEROT", "NWPS"]}}}},
- "13.12": {"144.52": {"74": {"61": {"15": ["NWPS-GUMEISL", "NWPS"]}}}},
- "23.018": {"275.667": {"574": {"480": {"84": ["NAM-FLLC", "NWPS"]}}}},
- "23.097": {"240.964": {"881": {"1121": {"190": ["AWC-UNKNPS", "AWC"]}}}},
"19.229": {
- "233.7234": {
- "1597": {
- "2345": {
- "104": ["NBM-USLCDRS3", "NBM"],
- "113": ["SREF-USLCDRS", "SREF"],
- "108": ["LMP-USLCDRS2", "LMP"],
- }
- }
- }
- },
- "65.92": {"193.82": {"143": {"155": {"15": ["NWPS-AKMEKBS", "NWPS"]}}}},
- "62.24": {"193.33": {"176": {"180": {"15": ["NWPS-AKMENTS", "NWPS"]}}}},
- "61.0": {"183.5": {"178": {"266": {"15": ["NWPS-AKMEFBK", "NWPS"]}}}},
- "59.65": {"211.23": {"189": {"193": {"15": ["NWPS-AKMEPWS", "NWPS"]}}}},
+ "233.7234": {
+ "1597": {
+ "2345": {
+ "104": [
+ "NBM-USLCDRS3",
+ "NBM"
+ ],
+ "108": [
+ "LMP-USLCDRS2",
+ "LMP"
+ ],
+ "113": [
+ "SREF-USLCDRS",
+ "SREF"
+ ]
+ }
+ }
+ }
+ },
+ "65.92": {
+ "193.82": {
+ "143": {
+ "155": {
+ "15": [
+ "NWPS-AKMEKBS",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "62.24": {
+ "193.33": {
+ "176": {
+ "180": {
+ "15": [
+ "NWPS-AKMENTS",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "61.0": {
+ "183.5": {
+ "178": {
+ "266": {
+ "15": [
+ "NWPS-AKMEFBK",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "59.65": {
+ "211.23": {
+ "189": {
+ "193": {
+ "15": [
+ "NWPS-AKMEPWS",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
"43.5": {
- "233.72": {
- "136": {"81": {"15": ["NWPS-ORMEPT2", "NWPS"]}},
- "82": {"49": {"15": ["NWPS-ORMEPT3", "NWPS"]}},
- "203": {"121": {"15": ["NWPS-ORMEPT1", "NWPS"]}},
+ "233.72": {
+ "82": {
+ "49": {
+ "15": [
+ "NWPS-ORMEPT3",
+ "NWPS"
+ ]
+ }
+ },
+ "136": {
+ "81": {
+ "15": [
+ "NWPS-ORMEPT2",
+ "NWPS"
+ ]
+ }
+ },
+ "203": {
+ "121": {
+ "15": [
+ "NWPS-ORMEPT1",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "46.84": {
+ "235.74": {
+ "38": {
+ "25": {
+ "15": [
+ "NWPS-WAME4",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "43.6": {
+ "286": {
+ "91": {
+ "31": {
+ "133": [
+ "GLSW",
+ "GLSW"
+ ]
+ }
+ }
+ }
+ },
+ "16.293825": {
+ "233.8932": {
+ "337": {
+ "451": {
+ "191": [
+ "ICN-USLC13KM",
+ "ICNG"
+ ]
+ }
}
+ }
+ },
+ "14.3515": {
+ "195.0305": {
+ "561": {
+ "625": {
+ "104": [
+ "NBM-TRUEME1",
+ "NBM"
+ ]
+ }
+ }
+ }
},
- "46.84": {"235.74": {"38": {"25": {"15": ["NWPS-WAME4", "NWPS"]}}}},
- "43.6": {"286": {"91": {"31": {"133": ["GLSW", "GLSW"]}}}},
- "16.293825": {"233.8932": {"337": {"451": {"191": ["ICN-USLC13KM", "ICNG"]}}}},
- "14.3515": {"195.0305": {"561": {"625": {"104": ["NBM-TRUEME1", "NBM"]}}}},
"16.828685": {
- "291.804687": {
- "129": {
- "177": {"89": ["NMMB-TRUEME1", "NMMB"], "109": ["RTM-TRUEME3", "RTMA"]}
- }
+ "291.804687": {
+ "129": {
+ "177": {
+ "89": [
+ "NMMB-TRUEME1",
+ "NMMB"
+ ],
+ "109": [
+ "RTM-TRUEME3",
+ "RTMA"
+ ]
+ }
}
+ }
},
"12.349884": {
- "143.686538": {
- "193": {
- "193": {"109": ["RTM-TRUEME4", "RTMA"], "104": ["NBM-TRUEME4", "NBM"]}
- }
+ "143.686538": {
+ "193": {
+ "193": {
+ "104": [
+ "NBM-TRUEME4",
+ "NBM"
+ ],
+ "109": [
+ "RTM-TRUEME4",
+ "RTMA"
+ ]
+ }
}
+ }
},
"18.072699": {
- "198.474999": {
- "225": {
- "321": {
- "109": ["RTM-TRUEME1", "RTMA"],
- "17": ["ESSP-TRUEME", "ESSP"],
- "89": ["NMMB-TRUEME2", "NMMB"],
- }
- }
+ "198.474999": {
+ "225": {
+ "321": {
+ "17": [
+ "ESSP-TRUEME",
+ "ESSP"
+ ],
+ "89": [
+ "NMMB-TRUEME2",
+ "NMMB"
+ ],
+ "109": [
+ "RTM-TRUEME1",
+ "RTMA"
+ ]
+ }
+ }
+ }
+ },
+ "-30.4192": {
+ "129.9058": {
+ "1817": {
+ "2517": {
+ "104": [
+ "NBM-TRUEME2",
+ "NBM"
+ ]
+ }
}
+ }
},
- "-30.4192": {"129.9058": {"1817": {"2517": {"104": ["NBM-TRUEME2", "NBM"]}}}},
"-45.0": {
- "110.0": {
- "725": {"837": {"96": ["GFS-TRUEME", "GFS"], "81": ["GFS-TRUEME", "GFS"]}}
- }
- },
- "16.9775": {"291.9722": {"225": {"339": {"104": ["NBM-TRUEME3", "NBM"]}}}},
- "30.000002": {"130.0": {"301": {"511": {"11": ["MGWM-EPME", "MGWM"]}}}},
- "46.13": {"235.8": {"56": {"39": {"15": ["NWPS-ORMECRB", "NWPS"]}}}},
- "43.15": {"235.3": {"167": {"122": {"15": ["NWPS-ORMECWB", "NWPS"]}}}},
- "89.277": {"0.0": {"190": {"384": {"98": ["CFS-UNKNGAUS", "CFS"]}}}},
- "16.977485": {"291.972167": {"225": {"339": {"14": ["ESSA-TRUEME", "ESSA"]}}}},
- "45.37": {"235.8": {"89": {"47": {"15": ["NWPS-ORMETKB", "NWPS"]}}}},
- "52.870833": {"235.270833": {"3351": {"6935": {"25": ["SNOW-UNKNME", "SNOW"]}}}},
- "26.72": {"279.86": {"156": {"80": {"15": ["NWPS-FLMEPAB", "NWPS"]}}}},
+ "110.0": {
+ "725": {
+ "837": {
+ "81": [
+ "GFS-TRUEME",
+ "GFS"
+ ],
+ "96": [
+ "GFS-TRUEME",
+ "GFS"
+ ]
+ }
+ }
+ }
+ },
+ "16.9775": {
+ "291.9722": {
+ "225": {
+ "339": {
+ "104": [
+ "NBM-TRUEME3",
+ "NBM"
+ ]
+ }
+ }
+ }
+ },
+ "30.000002": {
+ "130.0": {
+ "301": {
+ "511": {
+ "11": [
+ "MGWM-EPME",
+ "MGWM"
+ ]
+ }
+ }
+ }
+ },
+ "46.13": {
+ "235.8": {
+ "56": {
+ "39": {
+ "15": [
+ "NWPS-ORMECRB",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "43.15": {
+ "235.3": {
+ "167": {
+ "122": {
+ "15": [
+ "NWPS-ORMECWB",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "89.277": {
+ "0.0": {
+ "190": {
+ "384": {
+ "98": [
+ "CFS-UNKNGAUS",
+ "CFS"
+ ]
+ }
+ }
+ }
+ },
+ "16.977485": {
+ "291.972167": {
+ "225": {
+ "339": {
+ "14": [
+ "ESSA-TRUEME",
+ "ESSA"
+ ]
+ }
+ }
+ }
+ },
+ "45.37": {
+ "235.8": {
+ "89": {
+ "47": {
+ "15": [
+ "NWPS-ORMETKB",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "52.870833": {
+ "235.270833": {
+ "3351": {
+ "6935": {
+ "25": [
+ "SNOW-UNKNME",
+ "SNOW"
+ ]
+ }
+ }
+ }
+ },
+ "26.72": {
+ "279.86": {
+ "156": {
+ "80": {
+ "15": [
+ "NWPS-FLMEPAB",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
"28.7": {
- "278.3": {
- "105": {"67": {"15": ["NWPS-FLMEJK2", "NWPS"]}},
- "204": {"131": {"15": ["NWPS-FLMEJK1", "NWPS"]}},
+ "278.3": {
+ "105": {
+ "67": {
+ "15": [
+ "NWPS-FLMEJK2",
+ "NWPS"
+ ]
+ }
+ },
+ "204": {
+ "131": {
+ "15": [
+ "NWPS-FLMEJK1",
+ "NWPS"
+ ]
+ }
}
+ }
+ },
+ "26.67": {
+ "278.87": {
+ "125": {
+ "112": {
+ "15": [
+ "NWPS-FLMELKO",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "25.72": {
+ "279.8": {
+ "156": {
+ "86": {
+ "15": [
+ "NWPS-FLMEMIB",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "42.22": {
+ "234.9": {
+ "181": {
+ "140": {
+ "15": [
+ "NWPS-ORMECPB",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "42.0": {
+ "235.55": {
+ "56": {
+ "75": {
+ "15": [
+ "NWPS-ORMEBGS",
+ "NWPS"
+ ]
+ }
+ }
+ }
},
- "26.67": {"278.87": {"125": {"112": {"15": ["NWPS-FLMELKO", "NWPS"]}}}},
- "25.72": {"279.8": {"156": {"86": {"15": ["NWPS-FLMEMIB", "NWPS"]}}}},
- "42.22": {"234.9": {"181": {"140": {"15": ["NWPS-ORMECPB", "NWPS"]}}}},
- "42.0": {"235.55": {"56": {"75": {"15": ["NWPS-ORMEBGS", "NWPS"]}}}},
"16.8287": {
- "291.8047": {
- "257": {
- "353": {
- "109": ["RTM-TRUEME2", "RTMA"],
- "89": ["NMMB-TRUEME3", "NMMB"],
- "118": ["URMA-TRUEME1", "URMA"],
- }
- }
+ "291.8047": {
+ "257": {
+ "353": {
+ "89": [
+ "NMMB-TRUEME3",
+ "NMMB"
+ ],
+ "109": [
+ "RTM-TRUEME2",
+ "RTMA"
+ ],
+ "118": [
+ "URMA-TRUEME1",
+ "URMA"
+ ]
+ }
}
+ }
+ },
+ "47.0": {
+ "261.0": {
+ "481": {
+ "586": {
+ "11": [
+ "MGWM-ECGMME",
+ "MGWM"
+ ]
+ }
+ }
+ }
},
- "47.0": {"261.0": {"481": {"586": {"11": ["MGWM-ECGMME", "MGWM"]}}}},
"21.138": {
- "237.28": {
- "635": {
- "1079": {"84": ["NAM-USLCUNKN", "NAM"], "116": ["WRFE-USLCUNK", "WRFE"]}
- }
- }
- },
- "71.995": {"184.005": {"2200": {"5000": {"98": ["OAR-UNKNME1", "CFS"]}}}},
- "35.349744": {"315.0": {"1006": {"1006": {"11": ["MGWM-UNKNPS", "MGWM"]}}}},
- "25.998": {"196.001996": {"2200": {"2600": {"99": ["OAR-UNKNME2", "TEST"]}}}},
- "20.191924": {"238.445993": {"1377": {"2145": {"118": ["URMA-USLCDR1", "URMA"]}}}},
- "53.82": {"193.25": {"300": {"296": {"15": ["NWPS-AKMEUNK", "NWPS"]}}}},
- "57.8": {"200.8": {"296": {"296": {"15": ["NWPS-AKMEUN2", "NWPS"]}}}},
- "37.979669": {"234.042695": {"795": {"709": {"118": ["URMA-USLCDR2", "URMA"]}}}},
-}
+ "237.28": {
+ "635": {
+ "1079": {
+ "84": [
+ "NAM-USLCUNKN",
+ "NAM"
+ ],
+ "116": [
+ "WRFE-USLCUNK",
+ "WRFE"
+ ]
+ }
+ }
+ }
+ },
+ "71.995": {
+ "184.005": {
+ "2200": {
+ "5000": {
+ "98": [
+ "OAR-UNKNME1",
+ "CFS"
+ ]
+ }
+ }
+ }
+ },
+ "35.349744": {
+ "315.0": {
+ "1006": {
+ "1006": {
+ "11": [
+ "MGWM-UNKNPS",
+ "MGWM"
+ ]
+ }
+ }
+ }
+ },
+ "25.998": {
+ "196.001996": {
+ "2200": {
+ "2600": {
+ "99": [
+ "OAR-UNKNME2",
+ "TEST"
+ ]
+ }
+ }
+ }
+ },
+ "20.191924": {
+ "238.445993": {
+ "1377": {
+ "2145": {
+ "118": [
+ "URMA-USLCDR1",
+ "URMA"
+ ]
+ }
+ }
+ }
+ },
+ "53.82": {
+ "193.25": {
+ "300": {
+ "296": {
+ "15": [
+ "NWPS-AKMEUNK",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "57.8": {
+ "200.8": {
+ "296": {
+ "296": {
+ "15": [
+ "NWPS-AKMEUN2",
+ "NWPS"
+ ]
+ }
+ }
+ }
+ },
+ "37.979669": {
+ "234.042695": {
+ "795": {
+ "709": {
+ "118": [
+ "URMA-USLCDR2",
+ "URMA"
+ ]
+ }
+ }
+ }
+ }
+ }
diff --git a/grib_processor/grib.py b/grib_processor/grib.py
index bb2aeae8bc58b8cad73e7a476d2da4b2831fe1cc..473986be4bcbffa533df3e6a4390202fd50f8d89 100644
--- a/grib_processor/grib.py
+++ b/grib_processor/grib.py
@@ -8,13 +8,22 @@ How the processor generates grib messages.
from __future__ import annotations
from datetime import datetime
+import json
import os
+import sys
from typing import Generator
import grib2io
from ssec_amqp import utils as amqp_utils
from typing_extensions import Literal, TypedDict
+from grib_processor import data
+
+
+if sys.version_info < (3, 9):
+ import importlib_resources as resources
+else:
+ import importlib.resources as resources
# Contains a serializable mapping of first_lat, first_lon, rows, cols,
# and generating_process_ids to xcd model names and ids.
@@ -33,6 +42,9 @@ from typing_extensions import Literal, TypedDict
# Loaded using load_xcd_models()
_XCD_MODELS = None
+# default model_name, model_id when
+_XCD_MISSING = ("UNKWN", "UNKWN")
+
class GribMetadata(TypedDict):
"""Metadata extracted from each grib message."""
@@ -80,10 +92,16 @@ class GribPayload(GribMetadata):
def load_xcd_models(
- *addtnl_models: tuple[float, float, int, int, int, str, str],
+ *addtnl_models: dict[str, dict[str, dict[str, dict[str, dict[str, list[str]]]]]],
) -> None:
"""Load the xcd models from the package."""
- pass
+ global _XCD_MODELS
+ # This MUST match name of xcd file in grib_processor.data
+ data_path = resources.files(data) / "xcd_model_info.json"
+ with data_path.open("r") as xcd_data:
+ _XCD_MODELS = json.load(xcd_data)
+ for addtnl in addtnl_models:
+ _XCD_MODELS.update(addtnl)
def xcd_lookup(
@@ -103,7 +121,7 @@ def xcd_lookup(
if can't find model info based on given properties.
"""
if _XCD_MODELS is None:
- return ("UNKWN", "UNKWN")
+ return _XCD_MISSING
try:
return tuple(
_XCD_MODELS[str(first_lat)][str(first_lon)][str(rows)][str(cols)][
@@ -111,7 +129,7 @@ def xcd_lookup(
]
)
except KeyError:
- return ("UNKWN", "UNKWN")
+ return _XCD_MISSING
def extract_metadata(msg: grib2io.Grib2Message) -> GribMetadata:
@@ -125,10 +143,10 @@ def extract_metadata(msg: grib2io.Grib2Message) -> GribMetadata:
rows = msg.ny
cols = msg.nx
gen_proc = msg.generatingProcess
- xcd_info = (
- "UNKWN",
- "UNKWN",
- ) # xcd_lookup(f_lat, f_lon, rows, cols, gen_proc.value)
+ if f_lat is None or f_lon is None:
+ xcd_info = _XCD_MISSING
+ else:
+ xcd_info = xcd_lookup(f_lat, f_lon, rows, cols, gen_proc.value)
return GribMetadata(
first_lat=f_lat,
last_lat=getattr(msg, "latitudeLastGridpoint", None),
diff --git a/grib_processor/main.py b/grib_processor/main.py
index 4dc9a536456d2660a7ef0931954acd93f4e8ed51..be9a8b0271ac8790fd663eef2158406869cecce1 100644
--- a/grib_processor/main.py
+++ b/grib_processor/main.py
@@ -21,7 +21,7 @@ import warnings
from dotenv import load_dotenv
import ssec_amqp.api as mq
-from grib_processor.grib import GribPayload, itergrib
+from grib_processor.grib import GribPayload, itergrib, load_xcd_models
from grib_processor.utils import (
dump_message,
grib_file_watch,
@@ -157,6 +157,7 @@ def setup() -> tuple[Iterable[GribPayload], Callable[[GribPayload], None]]:
if args.verbosity < 0:
parser.error("--verbosity cannot be negative!")
initialize_logging(args.verbosity, args.log_dir)
+ load_xcd_models()
# Get an iterator over grib files to process
file_iter: Iterable[str]