{ "$schema": "https://json-schema.org/draft/2020-12/schema", "$comment": "Structured Data Transform Language", "type": "object", "properties": { "topLevelReferences": { "type": "array", "items": { "$ref": "#/$defs/Reference" }, "minItems": 0, "description": "References to the top-level items in this container." }, "items": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/Program" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Program" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Complete item definitions serialized in this container." } }, "required": [ "items" ], "additionalProperties": false, "$defs": { "boolean": { "type": "boolean", "description": "A Boolean value: true or false." }, "string": { "type": "string", "description": "An XML 1.0 Unicode text string; lengths count Unicode scalar values." }, "decimal": { "type": "number", "x-cogs-datatype": "decimal", "description": "A finite decimal value expressible as c / 10^s, where c is an integer with absolute value at most 79228162514264337593543950335 and s is an integer from 0 through 28. 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"description": "An RFC 3986 relative or absolute URI reference." }, "language": { "type": "string", "pattern": "^(?:(?:(?:[A-Za-z]{2,3}(?:-[A-Za-z]{3}){0,3}|[A-Za-z]{4}|[A-Za-z]{5,8})(?:-[A-Za-z]{4})?(?:-(?:[A-Za-z]{2}|[0-9]{3}))?(?:-(?:[A-Za-z0-9]{5,8}|[0-9][A-Za-z0-9]{3}))*(?:-[0-9A-WY-Za-wy-z](?:-[A-Za-z0-9]{2,8})\u002B)*(?:-[xX](?:-[A-Za-z0-9]{1,8})\u002B)?|[xX](?:-[A-Za-z0-9]{1,8})\u002B)|[eE][nN]-[gG][bB]-[oO][eE][dD]|[iI]-[aA][mM][iI]|[iI]-[bB][nN][nN]|[iI]-[dD][eE][fF][aA][uU][lL][tT]|[iI]-[eE][nN][oO][cC][hH][iI][aA][nN]|[iI]-[hH][aA][kK]|[iI]-[kK][lL][iI][nN][gG][oO][nN]|[iI]-[lL][uU][xX]|[iI]-[mM][iI][nN][gG][oO]|[iI]-[nN][aA][vV][aA][jJ][oO]|[iI]-[pP][wW][nN]|[iI]-[tT][aA][oO]|[iI]-[tT][aA][yY]|[iI]-[tT][sS][uU]|[sS][gG][nN]-[bB][eE]-[fF][rR]|[sS][gG][nN]-[bB][eE]-[nN][lL]|[sS][gG][nN]-[cC][hH]-[dD][eE]|[aA][rR][tT]-[lL][oO][jJ][bB][aA][nN]|[cC][eE][lL]-[gG][aA][uU][lL][iI][sS][hH]|[nN][oO]-[bB][oO][kK]|[nN][oO]-[nN][yY][nN]|[zZ][hH]-[gG][uU][oO][yY][uU]|[zZ][hH]-[hH][aA][kK][kK][aA]|[zZ][hH]-[mM][iI][nN]|[zZ][hH]-[mM][iI][nN]-[nN][aA][nN]|[zZ][hH]-[xX][iI][aA][nN][gG])$(?![\\s\\S])", "x-cogs-datatype": "language", "description": "A language tag using COGS BCP 47 syntax." }, "nonPositiveInteger": { "type": "integer", "minimum": -9007199254740991, "maximum": 0, "description": "An integer from -9007199254740991 through zero." }, "negativeInteger": { "type": "integer", "minimum": -9007199254740991, "maximum": -1, "description": "An integer from -9007199254740991 through -1." }, "long": { "type": "integer", "minimum": -9007199254740991, "maximum": 9007199254740991, "description": "An integer from -9007199254740991 through 9007199254740991." }, "int": { "type": "integer", "minimum": -2147483648, "maximum": 2147483647, "description": "A signed 32-bit integer." }, "nonNegativeInteger": { "type": "integer", "minimum": 0, "maximum": 9007199254740991, "description": "An integer from zero through 9007199254740991." }, "unsignedLong": { "type": "integer", "minimum": 0, "maximum": 9007199254740991, "description": "An integer from zero through 9007199254740991." }, "positiveInteger": { "type": "integer", "minimum": 1, "maximum": 9007199254740991, "description": "An integer from 1 through 9007199254740991." }, "langString": { "type": "object", "properties": { "@language": { "$ref": "#/$defs/language" }, "@value": { "type": "string" } }, "required": [ "@language", "@value" ], "additionalProperties": false, "description": "A Unicode text string paired with a required BCP 47 language tag." }, "cogsDate": { "type": "object", "properties": { "DateTime": { "$ref": "#/$defs/dateTime" }, "Date": { "$ref": "#/$defs/date" }, "GYearMonth": { "$ref": "#/$defs/gYearMonth" }, "GYear": { "$ref": "#/$defs/gYear" }, "Duration": { "$ref": "#/$defs/duration" } }, "oneOf": [ { "required": [ "DateTime" ] }, { "required": [ "Date" ] }, { "required": [ "GYearMonth" ] }, { "required": [ "GYear" ] }, { "required": [ "Duration" ] } ], "additionalProperties": false, "description": "A date value containing exactly one DateTime, Date, GYearMonth, GYear, or Duration arm." }, "Aggregate": { "description": "An aggregation summarizes data using aggregation functions applied to data that may be grouped\r\nby one or more variables. The resulting summary data is added to each row of the\r\nexisting dataset. See the aggregation functions in the Function Library.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "GroupByVariables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Variables used as keys to identify groups." }, "AggregateVariables": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/Compute" } ], "unevaluatedProperties": false }, "minItems": 1, "description": "The expressions that compute the aggregations. An aggregation function should be used." }, "Weighting": { "type": "object", "allOf": [ { "$ref": "#/$defs/Weight" } ], "unevaluatedProperties": false, "description": "Description of the weights to be used" } }, "required": [ "AggregateVariables" ] } ] }, "AllNumericVariablesExpression": { "description": "An expression that represents all numeric variables in the dataset, similar to \u0060_all\u0060 in SPSS or Stata.\r\n", "allOf": [ { "$ref": "#/$defs/VariableReferenceBase" }, { "type": "object", "properties": {} } ] }, "AllTextVariablesExpression": { "description": "An expression that represents all text variables in the dataset, similar to \u0060_all\u0060 in SPSS or Stata.\r\n", "allOf": [ { "$ref": "#/$defs/VariableReferenceBase" }, { "type": "object", "properties": {} } ] }, "AllVariablesExpression": { "description": "An expression that represents all variables in the dataset, similar to \u0060_all\u0060 in SPSS or Stata.\r\n", "allOf": [ { "$ref": "#/$defs/VariableReferenceBase" }, { "type": "object", "properties": {} } ] }, "Analysis": { "description": "Describes an analysis command. An analysis command does not result in any data transformation.\r\n", "allOf": [ { "$ref": "#/$defs/InformBase" }, { "type": "object", "properties": {} } ] }, "AppendDatasets": { "description": "Combines datasets by concatenation for datasets with the same or overlapping variables. \r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "AppendFiles": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AppendFileDescription" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AppendFileDescription" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "Description of files to be appended" }, "AppendFlagVariable": { "$ref": "#/$defs/string", "description": "Creates a new variable identifying the source dataframe for a row with the variable name given in the value of the property" } }, "required": [ "AppendFiles" ] } ] }, "AppendFileDescription": { "type": "object", "properties": { "FileName": { "$ref": "#/$defs/string", "description": "Name of the file being appended. May be the name of an active dataframe." }, "RenameVariables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/RenamePair" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "RenamePair" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Variables to be renamed" }, "KeepVariables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "List of variables to keep" }, "DropVariables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "List of variables to drop" }, "KeepCasesCondition": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Logical condition for keeping rows." }, "DropCasesCondition": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Logical condition for dropping rows." }, "Software": { "$ref": "#/$defs/string", "description": "The software package that works with the file." }, "FileFormat": { "$ref": "#/$defs/string", "enum": [ "csv", "txt", "dat", "xls", "xlsx", "sav", "dta", "sas7bdat", "rds", "rdata" ], "description": "The name of a file format" }, "IsCompressed": { "$ref": "#/$defs/boolean", "description": "Indicates whether the file format is compressed." } }, "required": [ "FileName" ], "description": "Describes files used in an AppendDatasets command.\r\n" }, "BooleanConstantExpression": { "description": "BooleanConstantExpression takes values of TRUE and FALSE.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "BooleanValue": { "$ref": "#/$defs/boolean", "description": "Values of TRUE and FALSE are used in logical expressions." } }, "required": [ "BooleanValue" ] } ] }, "Collapse": { "description": "A collapse command summarizes data using aggregation functions applied to data\r\nthat may be grouped by one or more variables. The resulting summary data is\r\nrepresented in a new dataset. See the collapse functions in the Function Library. \r\n \r\nThe details of implementation of caseWise and columnWise exclusion vary in each statistical package. The source language is indicated in this property for reference. ", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "OutputDatasetName": { "$ref": "#/$defs/string", "description": "The name of a new, aggregated dataset to be created." }, "GroupByVariables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Variables used as keys to identify groups." }, "AggregateVariables": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/Compute" } ], "unevaluatedProperties": false }, "minItems": 1, "description": "The expressions that compute the aggregations. An aggregation function should be used." }, "Weighting": { "type": "object", "allOf": [ { "$ref": "#/$defs/Weight" } ], "unevaluatedProperties": false, "description": "Description of the weights to be used" }, "CaseWise": { "$ref": "#/$defs/string", "enum": [ "Stata" ], "description": "Observations are not included if any variable is missing" }, "ColumnWise": { "$ref": "#/$defs/string", "enum": [ "SPSS" ], "description": "Variables are not included if any value in a column is missing" } }, "required": [ "AggregateVariables" ] } ] }, "CommandBase": { "type": "object", "properties": { "Command": { "$ref": "#/$defs/string", "description": "The type of command" }, "SourceInformation": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/SourceInformation" } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Information about the source of the command." }, "MessageText": { "type": "array", "items": { "$ref": "#/$defs/string" }, "minItems": 0, "description": "Adds a message that can be displayed with the command." } }, "required": [ "Command" ], "description": "CommandBase defines general properties available to all commands.\r\n" }, "Comment": { "description": "Describes a source code comment. Comments should not include special characters. \r\n", "allOf": [ { "$ref": "#/$defs/InformBase" }, { "type": "object", "properties": { "CommentText": { "$ref": "#/$defs/string", "description": "The text of the source code comment." } }, "required": [ "CommentText" ] } ] }, "CompositeVariableNameExpression": { "description": "A composite variable name is used to describe a variable name that is computed.\r\n", "allOf": [ { "$ref": "#/$defs/VariableReferenceBase" }, { "type": "object", "properties": { "ComputedVariableName": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "An expression that evaluates to the constructed variable name." } }, "required": [ "ComputedVariableName" ] } ] }, "Compute": { "description": "Assigns the value of an expression to a variable. ", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Variable": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "The variable that is computed." }, "Expression": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "The expression used to compute the value of the variable(s)" } }, "required": [ "Variable", "Expression" ] } ] }, "DataframeDescription": { "type": "object", "properties": { "DataframeName": { "$ref": "#/$defs/string", "description": "Name of the dataframe." }, "VariableInventory": { "type": "array", "items": { "$ref": "#/$defs/string" }, "minItems": 0, "description": "Variables in the dataframe in order" }, "RowDimensions": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "An ordered list of variables used as hierarchical dimensions in a data cube or multi-index" }, "ColumnDimensions": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "An ordered list of variables used as colum indexes in a multi-index" } }, "required": [ "DataframeName" ], "description": "Provides a name for the dataframe and an ordered list of variables (optional). \r\n" }, "DateTimeConstant": { "description": "A date-time constant expressed in ISO 8601 format.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "DateTimeValue": { "$ref": "#/$defs/dateTime", "description": "A specific instance of time in ISO 8601 format" } }, "required": [ "DateTimeValue" ] } ] }, "DoIf": { "description": "A set of commands that are performed when a logical expression is true. May also include ElseCommands to be performed if the logical expression is false. The commands in DoIf are performed once, and it expects a logical condition that applies to the entire dataframe. Use IfRows for commands that are performed on each row depending upon values on those rows. \r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Condition": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "A logical expression" }, "ThenCommands": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/Aggregate" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Aggregate" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Analysis" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Analysis" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AppendDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AppendDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Collapse" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Collapse" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Comment" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Comment" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Compute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Compute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DoIf" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DoIf" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Execute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Execute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IfRows" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IfRows" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Invalid" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Invalid" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Load" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Load" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopOverList" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopOverList" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopWhile" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopWhile" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MergeDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MergeDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Message" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Message" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NewDataframe" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NewDataframe" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NoTransformOp" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NoTransformOp" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Recode" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Recode" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Rename" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Rename" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeLong" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeLong" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeWide" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeWide" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Save" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Save" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDataType" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDataType" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDatasetProperty" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDatasetProperty" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDisplayFormat" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDisplayFormat" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetMissingValues" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetMissingValues" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetValueLabels" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetValueLabels" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetVariableLabel" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetVariableLabel" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SortCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SortCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Unsupported" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Unsupported" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "Commands to be performed if the condition is true." }, "ElseCommands": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/Aggregate" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Aggregate" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Analysis" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Analysis" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AppendDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AppendDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Collapse" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Collapse" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Comment" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Comment" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Compute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Compute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DoIf" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DoIf" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Execute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Execute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IfRows" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IfRows" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Invalid" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Invalid" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Load" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Load" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopOverList" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopOverList" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopWhile" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopWhile" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MergeDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MergeDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Message" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Message" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NewDataframe" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NewDataframe" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NoTransformOp" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NoTransformOp" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Recode" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Recode" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Rename" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Rename" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeLong" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeLong" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeWide" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeWide" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Save" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Save" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDataType" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDataType" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDatasetProperty" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDatasetProperty" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDisplayFormat" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDisplayFormat" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetMissingValues" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetMissingValues" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetValueLabels" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetValueLabels" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetVariableLabel" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetVariableLabel" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SortCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SortCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Unsupported" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Unsupported" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Commands to be performed if the condition is false." } }, "required": [ "Condition", "ThenCommands" ] } ] }, "DropCases": { "description": "Rows that match the selection condition are deleted from the dataset. \r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Condition": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "If the logical expresion is true, the case (row) will be deleted from the working dataset." } }, "required": [ "Condition" ] } ] }, "DropVariables": { "description": "Deletes variables from the data.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Variables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "The variables to be dropped." } }, "required": [ "Variables" ] } ] }, "Execute": { "description": "This command causes the system to execute preceding commands before continuing to process the command script.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": {} } ] }, "ExpressionBase": { "type": "object", "properties": {}, "description": "The SDTL types in ExpressionBase are used in expressions, which may be numeric, text or logical. \r\n" }, "FunctionArgument": { "type": "object", "properties": { "ArgumentName": { "$ref": "#/$defs/string", "description": "The name of the parameter." }, "ArgumentValue": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "The value of the parameter." } }, "required": [ "ArgumentName", "ArgumentValue" ], "description": "Describes the arguments in a function as specified in the SDTL Function Library. \r\nNotes:\r\n1. The argumentName property must always be present. \r\n2. The argumentValue property is required, and it must be a single object. When the argumentValue is a list of items in the source language, the ValueListExpression or VariableListExpression should be used. " }, "FunctionCallExpression": { "description": "An expression evaluated by reference to the Function Library.", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "Function": { "$ref": "#/$defs/string", "description": "The name of the function being called." }, "IsSdtlName": { "$ref": "#/$defs/boolean", "description": "When true, the Function property contains the name of a function from the SDTL function library. When false, the Function property contains the name of a system-specific or user-defined function." }, "Arguments": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/FunctionArgument" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionArgument" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "A list of parameters to the function." } }, "required": [ "Function", "IsSdtlName" ] } ] }, "GroupedExpression": { "description": "A group of expressions to be evaluated before expressions outside of the group. Used to control the order of operations in a formula.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "Expression": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Expression to be evaluated." } }, "required": [ "Expression" ] } ] }, "IfRows": { "description": "A set of commands that are performed on each row in the dataframe when a logical expression is true for that row. May also include ElseCommands to be performed if the logical expression is false. Use DoIf for a logical condition that applies to the entire dataframe and commands that are performed once. \r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Condition": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "A logical expression that is evaluated separately for every row in the dataframe." }, "ThenCommands": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/Aggregate" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Aggregate" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Analysis" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Analysis" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AppendDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AppendDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Collapse" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Collapse" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Comment" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Comment" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Compute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Compute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DoIf" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DoIf" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Execute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Execute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IfRows" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IfRows" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Invalid" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Invalid" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Load" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Load" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopOverList" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopOverList" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopWhile" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopWhile" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MergeDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MergeDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Message" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Message" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NewDataframe" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NewDataframe" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NoTransformOp" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NoTransformOp" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Recode" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Recode" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Rename" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Rename" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeLong" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeLong" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeWide" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeWide" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Save" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Save" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDataType" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDataType" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDatasetProperty" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDatasetProperty" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDisplayFormat" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDisplayFormat" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetMissingValues" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetMissingValues" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetValueLabels" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetValueLabels" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetVariableLabel" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetVariableLabel" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SortCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SortCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Unsupported" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Unsupported" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "Commands to be performed if the condition is true." }, "ElseCommands": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/Aggregate" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Aggregate" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Analysis" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Analysis" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AppendDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AppendDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Collapse" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Collapse" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Comment" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Comment" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Compute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Compute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DoIf" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DoIf" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Execute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Execute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IfRows" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IfRows" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Invalid" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Invalid" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Load" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Load" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopOverList" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopOverList" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopWhile" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopWhile" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MergeDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MergeDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Message" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Message" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NewDataframe" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NewDataframe" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NoTransformOp" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NoTransformOp" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Recode" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Recode" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Rename" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Rename" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeLong" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeLong" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeWide" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeWide" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Save" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Save" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDataType" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDataType" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDatasetProperty" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDatasetProperty" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDisplayFormat" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDisplayFormat" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetMissingValues" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetMissingValues" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetValueLabels" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetValueLabels" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetVariableLabel" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetVariableLabel" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SortCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SortCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Unsupported" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Unsupported" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Commands to be performed if the condition is false." } }, "required": [ "Condition", "ThenCommands" ] } ] }, "InformBase": { "description": "InformBase includes information elements that do not transform data.\r\n", "allOf": [ { "$ref": "#/$defs/CommandBase" }, { "type": "object", "properties": {} } ] }, "Invalid": { "description": "Describes an invalid command. A command is invalid if it uses incorrect syntax, or is otherwise not allowed by the executing system.\r\n", "allOf": [ { "$ref": "#/$defs/InformBase" }, { "type": "object", "properties": { "ProblemDescription": { "$ref": "#/$defs/string", "description": "A message describing the issue with the invalid command." } }, "required": [ "ProblemDescription" ] } ] }, "IteratorDescription": { "type": "object", "properties": { "IteratorSymbolName": { "type": "object", "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" } ], "unevaluatedProperties": false, "description": "The name used in IteratorCommands for the index variable that changes value in the loop." }, "IteratorValues": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "Describes the values that are substituted for the index variable that changes value in the loop." } }, "required": [ "IteratorSymbolName", "IteratorValues" ], "description": "Describes an iteration process consisting of an IteratorSymbolExpression and a list of values it takes. \r\n" }, "IteratorSymbolExpression": { "description": "The name of an iterator symbol used as an index in describing the actions of \r\na loop.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "Name": { "$ref": "#/$defs/string", "description": "A name used for the index variable that takes different values inside a loop." } }, "required": [ "Name" ] } ] }, "KeepCases": { "description": "Rows that match the selection condition are retained in the dataset. Other rows are deleted.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Condition": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "The logical expresion that must be true for a case to remain in the working dataset." } } } ] }, "KeepVariables": { "description": "Variables to be retained in the dataset. Variables not on the list are deleted.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Variables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "The variables to be kept in the dataset." } } } ] }, "Load": { "description": "Load data from a file.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "FileName": { "$ref": "#/$defs/string", "description": "The name of the file to be loaded." }, "Software": { "$ref": "#/$defs/string", "description": "The software package that works with the file." }, "FileFormat": { "$ref": "#/$defs/string", "enum": [ "csv", "txt", "dat", "xls", "xlsx", "sav", "dta", "sas7bdat", "rds", "rdata" ], "description": "The name of a file format" }, "IsCompressed": { "$ref": "#/$defs/boolean", "description": "Indicates whether the file format is compressed." } }, "required": [ "FileName" ] } ] }, "LoopOverList": { "description": "A loop creates multiple versions of a set of commands by iterating over a list of variables, numbers, or strings. \r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Iterators": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/IteratorDescription" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorDescription" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "Describes one or more iteration processes in this loop." }, "Commands": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/Aggregate" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Aggregate" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Analysis" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Analysis" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AppendDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AppendDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Collapse" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Collapse" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Comment" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Comment" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Compute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Compute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DoIf" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DoIf" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Execute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Execute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IfRows" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IfRows" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Invalid" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Invalid" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Load" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Load" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopOverList" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopOverList" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopWhile" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopWhile" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MergeDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MergeDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Message" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Message" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NewDataframe" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NewDataframe" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NoTransformOp" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NoTransformOp" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Recode" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Recode" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Rename" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Rename" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeLong" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeLong" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeWide" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeWide" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Save" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Save" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDataType" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDataType" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDatasetProperty" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDatasetProperty" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDisplayFormat" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDisplayFormat" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetMissingValues" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetMissingValues" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetValueLabels" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetValueLabels" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetVariableLabel" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetVariableLabel" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SortCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SortCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Unsupported" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Unsupported" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "Commands generated by the loop expanded by replacing tokens representing variables, numbers, or strings with their values." }, "Updated": { "$ref": "#/$defs/boolean", "description": "When TRUE, the loop has been expanded into separate commands." } }, "required": [ "Iterators", "Commands" ] } ] }, "LoopWhile": { "description": "LoopWhile iterates over a set of commands under the control of one or more logical expressions. Since the logical conditions typically depend upon values in the data, commands executed in a LoopWhile cannot be anticipated and expanded in SDTL.", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Condition": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Describes a condition required for the next iteration to begin. " }, "EndCondition": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Describes a condition that ends interation. " }, "Commands": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/Aggregate" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Aggregate" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Analysis" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Analysis" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AppendDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AppendDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Collapse" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Collapse" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Comment" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Comment" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Compute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Compute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DoIf" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DoIf" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Execute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Execute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IfRows" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IfRows" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Invalid" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Invalid" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Load" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Load" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopOverList" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopOverList" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopWhile" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopWhile" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MergeDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MergeDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Message" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Message" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NewDataframe" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NewDataframe" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NoTransformOp" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NoTransformOp" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Recode" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Recode" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Rename" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Rename" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeLong" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeLong" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeWide" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeWide" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Save" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Save" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDataType" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDataType" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDatasetProperty" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDatasetProperty" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDisplayFormat" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDisplayFormat" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetMissingValues" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetMissingValues" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetValueLabels" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetValueLabels" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetVariableLabel" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetVariableLabel" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SortCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SortCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Unsupported" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Unsupported" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "Commands within the loop." }, "Updated": { "$ref": "#/$defs/boolean", "description": "When TRUE, the loop has been expanded into separate commands." } }, "required": [ "Commands" ] } ] }, "MergeDatasets": { "description": "Merges datasets holding overlapping cases but different variables. The merge may be controlled by keys or grouping variables.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "MergeFiles": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/MergeFileDescription" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MergeFileDescription" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 2, "description": "Description of files to be merged." }, "MergeByVariables": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "A variable or list of variables that acts as the unique case identifier across datasets. If MergeByVariables is absent, MergeType must be \u0022sequential\u0022 on all files." }, "FirstVariable": { "$ref": "#/$defs/string", "description": "The name of a variable set to 1 for the first row of each group of cases with the same value for the MergeByVariables variables and set to 0 for all other rows." }, "LastVariable": { "$ref": "#/$defs/string", "description": "The name of a variable set to 1 for the last row of each group of cases with the same value for the MergeByVariables variables and set to 0 for all other rows." } }, "required": [ "MergeFiles" ] } ] }, "MergeFileDescription": { "type": "object", "properties": { "FileName": { "$ref": "#/$defs/string", "description": "Name of the file being merged. May be the name of an active dataframe." }, "MergeType": { "$ref": "#/$defs/string", "enum": [ "Sequential", "OneToOne", "ManyToOne", "OneToMany", "Cartesian", "Unmatched", "SASmatchMerge" ], "description": "Describes the type of merge performed. " }, "MergeFlagVariable": { "$ref": "#/$defs/string", "description": "Name of a new variable indicating whether the row came from this file or a different input file." }, "RenameVariables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/RenamePair" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "RenamePair" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Variables to be renamed" }, "Update": { "$ref": "#/$defs/string", "enum": [ "Master", "Ignore", "FillNew", "UpdateMissing", "Replace" ], "description": "When the same variables exist in more than one dataframe. values in the \u0022Master\u0022 dataframe can be replaced by values from a different dataframe. \u0022Master\u0022 is the default value. \u0022Ignore\u0022 means values in this dataframe are never used. \u0022FillNew\u0022 is used on rows not found in the \u0022Master\u0022 dataframe. \u0022UpdateMissing\u0022 replaces missing values in the \u0022Master\u0022 dataframe. \u0022Replace\u0022 changes all values in the \u0022Master\u0022 dataframe.\u0022" }, "NewRow": { "$ref": "#/$defs/boolean", "description": "When TRUE, generate new row when not matched to other files" }, "KeepVariables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "List of variables to keep" }, "DropVariables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "List of variables to drop" }, "KeepCasesCondition": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Logical condition for keeping rows." }, "DropCasesCondition": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Logical condition for dropping rows." }, "MergeByNames": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "An ordered list of variables used as keys in this file to be matched to the variables in the mergeByVariables property of the MergeDatasets command. This property is only used when the key variables in this file have different names than the variable names listed in the MergeDatasets command." }, "Software": { "$ref": "#/$defs/string", "description": "The software package that works with the file." }, "FileFormat": { "$ref": "#/$defs/string", "enum": [ "csv", "txt", "dat", "xls", "xlsx", "sav", "dta", "sas7bdat", "rds", "rdata" ], "description": "The name of a file format" }, "IsCompressed": { "$ref": "#/$defs/boolean", "description": "Indicates whether the file format is compressed." } }, "required": [ "FileName", "MergeType", "Update", "NewRow" ], "description": "Describes files used in a MergeData command.\r\n" }, "Message": { "description": "Inserts message text in the SDTL file.\r\n", "allOf": [ { "$ref": "#/$defs/InformBase" }, { "type": "object", "properties": { "Severity": { "$ref": "#/$defs/string", "description": "Information, Warning, Error" }, "LineNumber": { "$ref": "#/$defs/int", "description": "The line number of the source that the messages is related to, if relevant." }, "CharacterPosition": { "$ref": "#/$defs/int", "description": "The character position of the source that the message is related to, if relevant." } } } ] }, "MissingValueConstantExpression": { "description": "A missing value constant. Some languages allow multiple missing value constants.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "Value": { "$ref": "#/$defs/string", "description": "The missing value as it appears in the system (e.g., .a, .b, .c). If Null, this is the system missing value." } } } ] }, "NewDataframe": { "description": "The NewDataframe command copies or creates a new dataframe. It can be used in two ways. \r\n \r\nAn existing dataframe can be copied to a new dataframe by using the consumesDataframe and producesDataframe properties of NewDataframe. The new dataframe will be a \u0022deep\u0022 copy in the sense used in R and Python. \r\n \r\nNewDataframe can also be used to create an empty dataframe of a specific size. In Stata, the \u0022set obs #\u0022 command will create a dataframe with a user-defined number of rows. All values are assumed to be missing. This may be used in simulations to preset a number of simulated observations, which are then filled with randomly generated data.\r\n\r\n\r\n\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "NumberOfRows": { "$ref": "#/$defs/int", "description": "Number of rows in new dataframe" }, "NumberOfColumns": { "$ref": "#/$defs/int", "description": "Number of columns in new dataframe" } } } ] }, "NoTransformOp": { "description": "NoTransformOp is used for a command in the original script that provides important information but does not have a function in SDTL. For example, \u201Clibrary()\u201D in R loads a package of R functions. Since the Parser detects the library, the SDTL will reflect the library that is used, and commands derived from the library will be translated in the SDTL script. However, it is useful to know which library is active for auditing the R script, even if it does not perform any data transformations. \r\n", "allOf": [ { "$ref": "#/$defs/InformBase" }, { "type": "object", "properties": {} } ] }, "NumberRangeExpression": { "description": "Defines a range of numeric values.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "NumberRangeStart": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Starting value for range" }, "NumberRangeEnd": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Ending value for range" }, "NumberRangeIncrement": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Increment for stepping through range" } }, "required": [ "NumberRangeStart", "NumberRangeEnd" ] } ] }, "NumericConstantExpression": { "description": "A numeric constant.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "Value": { "$ref": "#/$defs/string", "description": "A number" }, "NumericType": { "$ref": "#/$defs/string", "enum": [ "Integer", "Real" ], "description": "Type of the number" } }, "required": [ "Value", "NumericType" ] } ] }, "NumericMaximumValueExpression": { "description": "Represents the largest numeric value supported by a system.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": {} } ] }, "NumericMinimumValueExpression": { "description": "Represents the smallest numeric value supported by a system.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": {} } ] }, "Recode": { "description": "Describes recoding values in one or more variables according to a specified mapping.\r\n\r\nThe Recode command can either describe a recoding of one or more individual variables,\r\nor a range of variables. When one or more individual variables are described, a new\r\nvariable name can be specified. In this case, the original variable is left alone, and\r\na new variable is created with the recoded values.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "RecodedVariables": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/RecodeVariable" } ], "unevaluatedProperties": false }, "minItems": 0, "description": "The variables that will have their values recoded. The resulting values may be either stored in the same variable, or a newly created destination variable" }, "RecodedVariableRange": { "type": "object", "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" } ], "unevaluatedProperties": false, "description": "A range of variables to which the recode rules are applied. The resulting values are stored in the same variable." }, "Rules": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/RecodeRule" } ], "unevaluatedProperties": false }, "minItems": 0, "description": "A mapping describing which values will be recoded to which new values" } } } ] }, "RecodeRule": { "type": "object", "properties": { "FromValue": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "The values to be recoded." }, "To": { "$ref": "#/$defs/string", "description": "The new value" }, "Label": { "$ref": "#/$defs/string", "description": "A value label for the new recoded value, if appropriate" } }, "description": "Describes how values will be recoded.\r\n" }, "RecodeVariable": { "type": "object", "properties": { "Source": { "$ref": "#/$defs/string", "description": "The name of the variable which will have its values recoded" }, "Target": { "$ref": "#/$defs/string", "description": "The name of the new variable into which the recoded values are inserted. This may be the same as the source variable if values are recoded in place." } }, "description": "Describes a variable that will have its values recoded.\r\n" }, "Rename": { "description": "Rename changes the names of variables.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Renames": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/RenamePair" } ], "unevaluatedProperties": false }, "minItems": 1, "description": "A list of variable rename objects, which includes the old name and the new name." } }, "required": [ "Renames" ] } ] }, "RenamePair": { "type": "object", "properties": { "OldVariable": { "type": "object", "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" } ], "unevaluatedProperties": false, "description": "The old name of the variable." }, "NewVariable": { "type": "object", "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" } ], "unevaluatedProperties": false, "description": "The new name of the variable." } }, "required": [ "OldVariable", "NewVariable" ], "description": "Variable names before and after a variable is renamed.\r\n" }, "ReshapeItemDescription": { "type": "object", "properties": { "TargetVariableName": { "$ref": "#/$defs/string", "description": "Name of new variable created by this command." }, "TargetVariableLabel": { "$ref": "#/$defs/string", "description": "Label for new variable created by this command." }, "SourceVariables": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Source variables in the original dataset used to create this variable." }, "Stub": { "$ref": "#/$defs/string", "description": "The stub is a string used in the names of variables in the wide dataset." }, "IndexValues": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "A list of values that produce new rows (long) or columns (wide) for this variable." }, "IndexVariableName": { "$ref": "#/$defs/string", "description": "Name of the variable that will contain the value of the index for this row." }, "IndexVariableLabel": { "$ref": "#/$defs/string", "description": "Label for the variable in IndexVariableName." } }, "description": "Descripbes a new variable created by reshaping a dataset from wide to long or vice versa.\r\n" }, "ReshapeLong": { "description": "Creates a new dataset with multiple rows per case by assigning a set of variables in the original dataset to a single variable in the new dataset.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "MakeItems": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/ReshapeItemDescription" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeItemDescription" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "New variables created by this command." }, "CaseNumberVariable": { "$ref": "#/$defs/string", "description": "New variable identifying the case number in the wide data that created this row." }, "IDVariables": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "One or more variables identifying unique rows in the wide data." }, "DropVariables": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Variables to be dropped from the new dataset." }, "KeepVariables": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Variables to be kept in the new dataset." }, "KeepNullCases": { "$ref": "#/$defs/boolean", "description": "When set to TRUE, rows in which all constructed variables are missing are not deleted." }, "CountByID": { "$ref": "#/$defs/string", "description": "New variable with the number of cases in the long dataset that were created from the source row in the wide dataset." }, "CountByIDLabel": { "$ref": "#/$defs/string", "description": "Label for the CountByID variable." } } } ] }, "ReshapeWide": { "description": "ReshapeWide is not supported in the current version of SDTL, because it depends on values in the data. However, it may be useful when values of the index variable are available in the metadata file or the data can be processed.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "MakeItems": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/ReshapeItemDescription" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeItemDescription" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "New variables created by this command." }, "IDVariables": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "One or more variables identifying unique rows in the wide data." }, "DropVariables": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Variables to be dropped from the new dataset." }, "KeepVariables": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "Variables to be kept in the new dataset." } } } ] }, "Save": { "description": "Writes a dataset to a file.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "FileName": { "$ref": "#/$defs/string", "description": "The name of the file to be saved." }, "Software": { "$ref": "#/$defs/string", "description": "The software package that works with the file." }, "FileFormat": { "$ref": "#/$defs/string", "enum": [ "csv", "txt", "dat", "xls", "xlsx", "sav", "dta", "sas7bdat", "rds", "rdata" ], "description": "The name of a file format" }, "IsCompressed": { "$ref": "#/$defs/boolean", "description": "Indicates whether the file format is compressed." } } } ] }, "SetDataType": { "description": "Sets the data type of a variable. \r\nExamples: \r\n\r\n\u0060\u0060\u0060\r\n\u0022dataType\u0022: \u0022Text\u0022,\r\n\u0022subTypeSchema\u0022: \u0022Stata 15.1\u0022,\r\n\u0022subType\u0022: \u0022str1\u0022\r\n\u0060\u0060\u0060\r\n\r\n\u0060\u0060\u0060\r\n\u0022dataType\u0022: \u0022Numeric\u0022,\r\n\u0022subTypeSchema\u0022: \u0022https://www.ddialliance.org/Specification/DDI-CV/DataType_1.0.html\u0022 ,\r\n\u0022subType\u0022: \u0022Int\u0022\r\n\u0060\u0060\u0060\r\n\r\n\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Variables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "The variables that will have their type set" }, "DataType": { "$ref": "#/$defs/string", "enum": [ "Text", "Numeric", "Boolean", "Date-Time", "Factor" ], "description": "General type of a variable, e.g. \u0022Text\u0022 or \u0022Numeric\u0022." }, "SubTypeSchema": { "$ref": "#/$defs/string", "description": "A vendor or standards body with a controlled vocabulary. The value can be a URL." }, "SubType": { "$ref": "#/$defs/string", "description": "The name used in the associated schema." } }, "required": [ "DataType" ] } ] }, "SetDatasetProperty": { "description": "Changes a property of a dataframe.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "PropertyName": { "$ref": "#/$defs/string", "description": "The name of the property to be set (for example, \u0027Title\u0027 or \u0027Subtitle\u0027)." }, "Value": { "$ref": "#/$defs/string", "description": "The value of the property." } }, "required": [ "PropertyName", "Value" ] } ] }, "SetDisplayFormat": { "description": "Sets the display or output format for a variable. \r\nExamples: \r\n\u0060\u0060\u0060\r\n\u0022displayFormatSchema\u0022: \u0022SAS\u0022\r\n\u0022displayFormatName\u0022: \u0022DOLLAR6.2\u0022\r\n\u0060\u0060\u0060\r\n\r\n\u0060\u0060\u0060\r\n\u0022displayFormatSchema\u0022: \u0022Stata 15.1\u0022\r\n\u0022displayFormatName\u0022: \u0022%tcDDmonCCYY_HH:MM:SS\u0022\r\n\u0060\u0060\u0060\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Variables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "The variables that will have their format set" }, "DisplayFormatSchema": { "$ref": "#/$defs/string", "description": "A vendor or standards body with a controlled vocabulary. The value can be a URL." }, "DisplayFormatName": { "$ref": "#/$defs/string", "description": "The name used in the associated schema." } }, "required": [ "Variables" ] } ] }, "SetMissingValues": { "description": "Defines values that are treated as missing values for a list of variables.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Variables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "The list of variables to which the missing values are assigned" }, "Values": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "The values to be considered as missing values" } }, "required": [ "Variables", "Values" ] } ] }, "SetValueLabels": { "description": "Describes the assignment of labels to categorical values.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Variables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "The variables to which a label will be assigned" }, "Labels": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/ValueLabel" } ], "unevaluatedProperties": false }, "minItems": 1, "description": "The label to be assigned to the variables" } }, "required": [ "Variables", "Labels" ] } ] }, "SetVariableLabel": { "description": "Describes the assignment of a label to a variable.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "Variable": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "The name of the variable to which a label will be assigned" }, "Label": { "$ref": "#/$defs/string", "description": "The label to be assigned to the variable" } }, "required": [ "Variable", "Label" ] } ] }, "SortCases": { "description": "Sorts rows in the dataframe in a specified order.\r\n", "allOf": [ { "$ref": "#/$defs/TransformBase" }, { "type": "object", "properties": { "SortCriteria": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/SortCriterion" } ], "unevaluatedProperties": false }, "minItems": 1, "description": "Describes how cases are sorted." } }, "required": [ "SortCriteria" ] } ] }, "SortCriterion": { "type": "object", "properties": { "Variable": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "The variable used to sort." }, "SortDirection": { "$ref": "#/$defs/string", "enum": [ "Ascending", "Descending" ], "description": "The direction in which to sort." } }, "required": [ "Variable", "SortDirection" ], "description": "Describes a criterion by which cases are sorted, including the variable name and whether to sort ascending or descending.\r\n" }, "SourceInformation": { "type": "object", "properties": { "LineNumberStart": { "$ref": "#/$defs/int", "description": "The line number of the beginning of the transform code" }, "LineNumberEnd": { "$ref": "#/$defs/int", "description": "The line number of the end of the transform code" }, "SourceStartIndex": { "$ref": "#/$defs/int", "description": "The character index of the beginning of the transform code" }, "SourceStopIndex": { "$ref": "#/$defs/int", "description": "The character index of the end of the transform code" }, "OriginalSourceText": { "$ref": "#/$defs/string", "description": "The original source code of the data transform code" }, "ProcessedSourceText": { "$ref": "#/$defs/string", "description": "The source code of the data transform code after processing macros or loops" } }, "description": "SourceInformation defines information about the original source of a data transform.\r\n" }, "StringConstantExpression": { "description": "A text string.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "Value": { "$ref": "#/$defs/string", "description": "A string" } }, "required": [ "Value" ] } ] }, "StringRangeExpression": { "description": "Defines a range of string values, such as \u0022A to N\u0022.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "RangeStart": { "$ref": "#/$defs/string", "description": "Starting value for range" }, "RangeEnd": { "$ref": "#/$defs/string", "description": "Ending value for range" } }, "required": [ "RangeStart", "RangeEnd" ] } ] }, "TimeDurationConstant": { "description": "A time duration constant expressed in ISO 8601 format.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "TimeDurationValue": { "$ref": "#/$defs/duration", "description": "A duration of time in ISO 8601 format" } }, "required": [ "TimeDurationValue" ] } ] }, "TransformBase": { "description": "TransformBase defines properties available for transform commands.\r\n", "allOf": [ { "$ref": "#/$defs/CommandBase" }, { "type": "object", "properties": { "ProducesDataframe": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/DataframeDescription" } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Signify the dataframe which this transform produces." }, "ConsumesDataframe": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/DataframeDescription" } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Signify the dataframe which this transform acts upon." } } } ] }, "UnhandledValuesExpression": { "description": "Represents any values not previously handled (for example, in a set of recode rules).\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": {} } ] }, "Unsupported": { "description": "Describes an unsupported command. An unsupported command is valid syntax, but not supported by the parsing application.\r\n", "allOf": [ { "$ref": "#/$defs/InformBase" }, { "type": "object", "properties": {} } ] }, "ValueLabel": { "type": "object", "properties": { "Value": { "$ref": "#/$defs/string", "description": "The value to which a label is assigned" }, "Label": { "$ref": "#/$defs/string", "description": "The label to be assigned to the value" } }, "required": [ "Value", "Label" ], "description": "Associates a label with a value in a categorical variable.\r\n" }, "ValueListExpression": { "description": "Wraps a list of other expressions.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": { "Values": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "The list of expressions." } }, "required": [ "Values" ] } ] }, "VariableListExpression": { "description": "A list of variables which may include variable names (VariableSymbolExpression, CompositeVariableNameExpression), variable ranges (VariableRangeExpression), and variable lists.\r\n", "allOf": [ { "$ref": "#/$defs/VariableReferenceBase" }, { "type": "object", "properties": { "Variables": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 1, "description": "An array of variables and/or variable ranges" } }, "required": [ "Variables" ] } ] }, "VariableRangeExpression": { "description": "A list of variables in adjacent columns defined by the variable names of first and last columns.", "allOf": [ { "$ref": "#/$defs/VariableReferenceBase" }, { "type": "object", "properties": { "First": { "$ref": "#/$defs/string", "description": "Lowest variable name in range" }, "Last": { "$ref": "#/$defs/string", "description": "Highest variable name in range" } }, "required": [ "First", "Last" ] } ] }, "VariableReferenceBase": { "description": "Types used to describe variables in expressions.\r\n", "allOf": [ { "$ref": "#/$defs/ExpressionBase" }, { "type": "object", "properties": {} } ] }, "VariableSymbolExpression": { "description": "A reference to a variable.\r\n", "allOf": [ { "$ref": "#/$defs/VariableReferenceBase" }, { "type": "object", "properties": { "VariableName": { "$ref": "#/$defs/string", "description": "The name of a variable" } }, "required": [ "VariableName" ] } ] }, "Weight": { "type": "object", "properties": { "WeightVariable": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/AllNumericVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllNumericVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllTextVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllTextVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AllVariablesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AllVariablesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/BooleanConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "BooleanConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/CompositeVariableNameExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "CompositeVariableNameExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DateTimeConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DateTimeConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/FunctionCallExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "FunctionCallExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/GroupedExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "GroupedExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IteratorSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IteratorSymbolExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MissingValueConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MissingValueConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumberRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumberRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMaximumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMaximumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NumericMinimumValueExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NumericMinimumValueExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringConstantExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringConstantExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/StringRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "StringRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/TimeDurationConstant" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "TimeDurationConstant" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/UnhandledValuesExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "UnhandledValuesExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ValueListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ValueListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableListExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableListExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableRangeExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableRangeExpression" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/VariableSymbolExpression" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "VariableSymbolExpression" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false, "description": "The variable used as a weight in the operation." }, "WeightType": { "$ref": "#/$defs/string", "enum": [ "frequency", "probability", "Stata_aweight", "Stata_iweight" ], "description": "Type of weight to use" } }, "description": "Weight describes the type of weight to apply and variables holding weights. \r\n" }, "Program": { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Program" ] }, "ID": { "$ref": "#/$defs/string", "description": "ID of the object being referenced." }, "SourceFileName": { "$ref": "#/$defs/string", "description": "The name of the file containing the source code." }, "SourceLanguage": { "$ref": "#/$defs/string", "description": "The language of the source code." }, "ScriptMD5": { "$ref": "#/$defs/string", "description": "The MD5 hash of the contents of the file." }, "ScriptSHA1": { "$ref": "#/$defs/string", "description": "The SHA-1 hash of the contents of the file." }, "SourceFileLastUpdate": { "$ref": "#/$defs/dateTime", "description": "The date and time the file was last updated." }, "SourceFileSize": { "$ref": "#/$defs/long", "description": "The size of the file in bytes." }, "LineCount": { "$ref": "#/$defs/int", "description": "The number of lines in the source file." }, "CommandCount": { "$ref": "#/$defs/int", "description": "The number of commands detected in the source file." }, "Messages": { "type": "array", "items": { "type": "object", "allOf": [ { "$ref": "#/$defs/Message" } ], "unevaluatedProperties": false }, "minItems": 0, "description": "Messages related to the parsing of the source file." }, "Parser": { "$ref": "#/$defs/string", "description": "The name of the parser used to generate the SDTL." }, "ParserVersion": { "$ref": "#/$defs/string", "description": "The version of the parser used to generate the SDTL." }, "ModelVersion": { "$ref": "#/$defs/string", "description": "The version of the SDTL model." }, "ModelCreatedTime": { "$ref": "#/$defs/dateTime", "description": "The date and time the SDTL was generated." }, "Commands": { "type": "array", "items": { "type": "object", "oneOf": [ { "allOf": [ { "$ref": "#/$defs/Aggregate" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Aggregate" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Analysis" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Analysis" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/AppendDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "AppendDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Collapse" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Collapse" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Comment" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Comment" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Compute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Compute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DoIf" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DoIf" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/DropVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "DropVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Execute" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Execute" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/IfRows" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "IfRows" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Invalid" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Invalid" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/KeepVariables" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "KeepVariables" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Load" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Load" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopOverList" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopOverList" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/LoopWhile" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "LoopWhile" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/MergeDatasets" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "MergeDatasets" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Message" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Message" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NewDataframe" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NewDataframe" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/NoTransformOp" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "NoTransformOp" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Recode" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Recode" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Rename" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Rename" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeLong" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeLong" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/ReshapeWide" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "ReshapeWide" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Save" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Save" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDataType" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDataType" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDatasetProperty" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDatasetProperty" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetDisplayFormat" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetDisplayFormat" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetMissingValues" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetMissingValues" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetValueLabels" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetValueLabels" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SetVariableLabel" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SetVariableLabel" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/SortCases" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "SortCases" ] } }, "required": [ "$type" ] } ] }, { "allOf": [ { "$ref": "#/$defs/Unsupported" }, { "type": "object", "properties": { "$type": { "type": "string", "enum": [ "Unsupported" ] } }, "required": [ "$type" ] } ] } ], "unevaluatedProperties": false }, "minItems": 0, "description": "The list of commands that make up the program." } }, "required": [ "$type", "ID" ], "description": "The program represents a list of commands from a statistical package.\r\n" }, "Reference": { "type": "object", "description": "A reference to an item containing its concrete $type and every configured identification property.", "properties": { "$type": { "type": "string", "enum": [ "Program" ] }, "ID": { "$ref": "#/$defs/string", "description": "ID of the object being referenced." } }, "required": [ "$type", "ID" ], "additionalProperties": false } }, "x-cogs-version": "2.0", "x-cogs-vocabulary": "https://cogsdata.org/schema/vocabulary/2.0" }