YAML Schema# kindallowedoperatorrequiredTruetypestringdefaultoperatormetadescriptionWhich service are you trying to use? Common kinds: `operator`, `job`versionallowedv1requiredTruetypestringdefaultv1metadescriptionOperators may change yaml file schemas from version to version, as well as implementation details. Double check the version to ensure compatibility.typerequiredTruetypestringdefaultforecastmetadescriptionType should always be `forecast` when using a forecast operatorspecrequiredTrueschemahistorical_datarequiredTruetypedictmetadescriptionThis should be indexed by date and target category (optionally). It should include all targets and endogeneous data.schemaformatallowedcsvjsonclipboardexcelhdffeatherload_filesrequiredFalsetypestringcolumnsrequiredFalsetypelistschematypestringoptionsnullableTruerequiredFalsetypedicturlrequiredTruetypestringdefaultdata.csvmetadescriptionThe url can be local, or remote. For example: `oci://<bucket>@<namespace>/data.csv`limitrequiredFalsetypeintegeradditional_datarequiredFalsetypedictmetadescriptionAdditional datasets must be indexed by the same targets and target categories as the historical data. Also is must have datapoints for each date/category for your horizon. This must be exogeneous data.schemaformatallowedcsvjsonclipboardexcelhdffeatherload_filesrequiredFalsetypestringcolumnsrequiredFalsetypelistschematypestringoptionsnullableTruerequiredFalsetypedicturlrequiredFalsetypestringmetadescriptionThe url can be local, or remote. For example: `oci://<bucket>@<namespace>/data.csv`limitrequiredFalsetypeintegertest_datarequiredFalsemetadescriptionOptional, only if evaluation is needed.schemaconnect_argsnullableTruerequiredFalsetypedictformatrequiredFalsetypestringallowedcsvjsonclipboardexcelhdfsqlcolumnsrequiredFalsetypelistschematypestringurlrequiredTruetypestringdefaulttest.csvmetadescriptionThe url can be local, or remote. For example: `oci://<bucket>@<namespace>/data.csv`namerequiredFalsetypestringoptionsnullableTruerequiredFalsetypedicttypedictoutput_directoryrequiredFalseschemaconnect_argsnullableTruerequiredFalsetypedictformatrequiredFalsetypestringallowedcsvjsonclipboardexcelhdfsqlurlrequiredTruetypestringdefaultresult/metadescriptionThe url can be local, or remote. For example: `oci://<bucket>@<namespace>/`namerequiredFalsetypestringoptionsnullableTruerequiredFalsetypedicttypedictreport_file_namerequiredFalsetypestringdefaultreport.htmlmetadescriptionPlaced into output_directory location. Defaults to report.htmlreport_titlerequiredFalsetypestringreport_themerequiredFalsetypestringdefaultlightallowedlightdarkreport_metrics_namerequiredFalsetypestringdefaultreport.csvmetadescriptionPlaced into output_directory location. Defaults to report.csvtarget_columntypestringrequiredTruedefaulttargetpreprocessingtypebooleanrequiredFalsedefaultTruemetadescriptionpreprocessing and feature engineering can be disabled using this flag, Defaults to truedatetime_columntypedictrequiredTrueschemanametypestringrequiredTruedefaultDateformattypestringrequiredFalsetarget_category_columnstypelistrequiredFalseschematypestringhorizonrequiredTrueschemaperiodstypeintegerdefault3requiredTrueintervaltypeintegerrequiredFalseinterval_unitrequiredTruetypestringdefaultMallowedSMHDWMoQYtypedictmodeltypestringrequiredTruedefaultautomlxallowedprophetarimaneuralprophetautomlxautotsautomodel_kwargstypedictrequiredFalseconfidence_interval_widthtypefloatrequiredFalsedefault0.8tuningtypedictrequiredFalsescheman_trialstypeintegerrequiredFalsedefault10metrictypestringrequiredFalsedefaultMAPEallowedMAPERMSEMSESMAPEtypedict