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group field_id=-1 spark_schema {\n  optional int64 field_id=-1 ps1_objid;\n  optional double field_id=-1 ps1_gMeanPSFMag;\n  optional double field_id=-1 ps1_rMeanPSFMag;\n  optional double field_id=-1 ps1_iMeanPSFMag;\n  optional group field_id=-1 ra_detections (List) {\n    repeated group field_id=-1 list {\n      optional float field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 dec_detections (List) {\n    repeated group field_id=-1 list {\n      optional float field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 mjd_g (List) {\n    repeated group field_id=-1 list {\n      optional double field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 mag_g (List) {\n    repeated group field_id=-1 list {\n      optional float field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 magerr_g (List) {\n    repeated group field_id=-1 list {\n      optional float field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 catflags_g (List) {\n    repeated group field_id=-1 list {\n      optional int32 field_id=-1 element (Int(bitWidth=16, isSigned=true));\n    }\n  }\n  optional group field_id=-1 rcID_g (List) {\n    repeated group field_id=-1 list {\n      optional int32 field_id=-1 element (Int(bitWidth=16, isSigned=true));\n    }\n  }\n  optional group field_id=-1 fieldID_g (List) {\n    repeated group field_id=-1 list {\n      optional int32 field_id=-1 element (Int(bitWidth=16, isSigned=true));\n    }\n  }\n  optional group field_id=-1 mjd_r (List) {\n    repeated group field_id=-1 list {\n      optional double field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 mag_r (List) {\n    repeated group field_id=-1 list {\n      optional float field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 magerr_r (List) {\n    repeated group field_id=-1 list {\n      optional float field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 catflags_r (List) {\n    repeated group field_id=-1 list {\n      optional int32 field_id=-1 element (Int(bitWidth=16, isSigned=true));\n    }\n  }\n  optional group field_id=-1 rcID_r (List) {\n    repeated group field_id=-1 list {\n      optional int32 field_id=-1 element (Int(bitWidth=16, isSigned=true));\n    }\n  }\n  optional group field_id=-1 fieldID_r (List) {\n    repeated group field_id=-1 list {\n      optional int32 field_id=-1 element (Int(bitWidth=16, isSigned=true));\n    }\n  }\n  optional group field_id=-1 mjd_i (List) {\n    repeated group field_id=-1 list {\n      optional double field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 mag_i (List) {\n    repeated group field_id=-1 list {\n      optional float field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 magerr_i (List) {\n    repeated group field_id=-1 list {\n      optional float field_id=-1 element;\n    }\n  }\n  optional group field_id=-1 catflags_i (List) {\n    repeated group field_id=-1 list {\n      optional int32 field_id=-1 element (Int(bitWidth=16, isSigned=true));\n    }\n  }\n  optional group field_id=-1 rcID_i (List) {\n    repeated group field_id=-1 list {\n      optional int32 field_id=-1 element (Int(bitWidth=16, isSigned=true));\n    }\n  }\n  optional group field_id=-1 fieldID_i (List) {\n    repeated group field_id=-1 list {\n      optional int32 field_id=-1 element (Int(bitWidth=16, isSigned=true));\n    }\n  }\n  optional int32 field_id=-1 nobs_g;\n  optional int32 field_id=-1 nobs_r;\n  optional int32 field_id=-1 nobs_i;\n  optional double field_id=-1 mean_mag_g;\n  optional double field_id=-1 mean_mag_r;\n  optional double field_id=-1 mean_mag_i;\n  optional int32 field_id=-1 dup;\n  optional binary field_id=-1 id (String);\n  optional int32 field_id=-1 dup2;\n  optional double field_id=-1 axsdist;\n  optional double field_id=-1 ra;\n  optional double field_id=-1 dec;\n  optional int64 field_id=-1 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