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sdc_fragment_clean_schema_and_data.json
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sdc_fragment_clean_schema_and_data.json
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{
"pipelineFragmentConfig": {
"schemaVersion" : 2,
"version" : 2,
"fragmentId" : "datanormade1b4b1c-c456-40e9-ba41-cc8fc9d12b0e",
"fragmentInstanceId" : "lates_01",
"uuid" : "2bedd940-ffd2-486c-8fe5-52bfa6762071",
"title" : "latest:oct:data:normalization",
"description" : "data:normalization",
"configuration" : [ {
"name" : "executionMode",
"value" : "STANDALONE"
}, {
"name" : "constants",
"value" : [ ]
}, {
"name" : "testOriginStage",
"value" : "streamsets-datacollector-dev-lib::com_streamsets_pipeline_stage_devtest_rawdata_RawDataDSource::3"
} ],
"uiInfo" : {
"fragmentStageConfiguration" : {
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"stageName" : "com_streamsets_pipeline_stage_processor_fragment_FragmentProcessor",
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"stageType" : "PROCESSOR",
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"icon" : "fragment.png",
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"firstStageInstanceName" : "FieldMapper_02",
"label" : "Fragment Processor 1",
"xPos" : 720
},
"instanceName" : "FragmentProcessor_01",
"stageVersion" : "1",
"configuration" : [ {
"name" : "conf.fragmentId"
}, {
"name" : "conf.fragmentInstanceId"
} ],
"eventLanes" : [ ],
"services" : [ ],
"outputLanes" : [ "FieldTypeConverter_01OutputLane16286900940200" ],
"inputLanes" : [ ]
},
"displayMode" : "BASIC"
},
"stages" : [ {
"instanceName" : "FieldMapper_02",
"library" : "streamsets-datacollector-basic-lib",
"stageName" : "com_streamsets_pipeline_stage_processor_mapper_FieldMapperDProcessor",
"stageVersion" : "1",
"configuration" : [ {
"name" : "fieldMapperConfig.operateOn",
"value" : "FIELD_NAMES"
}, {
"name" : "fieldMapperConfig.conditionalExpression",
"value" : "${str:matches(f:name(),'[\\\\s\\\\S]*')}"
}, {
"name" : "fieldMapperConfig.mappingExpression",
"value" : "${str:toLower(str:replaceAll(str:replaceAll(str:replaceAll(f:name(),'[\\\\x00-\\\\x2f\\\\x3a-\\\\x40\\\\x5b-\\\\x60\\\\x7b-\\\\x7e]',\"_\"),\"_[_]+\",\"_\"),\"(^[0-9])(.*)\",\"_$1$2\"))}"
}, {
"name" : "fieldMapperConfig.aggregationExpression",
"value" : "${fields}"
}, {
"name" : "fieldMapperConfig.structureChangeAllowed",
"value" : false
}, {
"name" : "fieldMapperConfig.appendListValues",
"value" : false
}, {
"name" : "fieldMapperConfig.maintainOriginalPaths",
"value" : false
}, {
"name" : "stageOnRecordError",
"value" : "TO_ERROR"
}, {
"name" : "stageRequiredFields",
"value" : [ ]
}, {
"name" : "stageRecordPreconditions",
"value" : [ ]
} ],
"services" : [ ],
"uiInfo" : {
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"yPos" : 50,
"stageType" : "PROCESSOR",
"rawSource" : null,
"icon" : "iconfinder_thefreeforty_map_1243687.png",
"description" : "schema normalization phase1",
"inputStreamLabels" : null,
"label" : "schema normalization phase1",
"xPos" : 60,
"displayMode" : "ADVANCED"
},
"inputLanes" : [ ],
"outputLanes" : [ "FieldMapper_02OutputLane16258413184420" ],
"eventLanes" : [ ]
}, {
"instanceName" : "FieldMapper_04",
"library" : "streamsets-datacollector-basic-lib",
"stageName" : "com_streamsets_pipeline_stage_processor_mapper_FieldMapperDProcessor",
"stageVersion" : "1",
"configuration" : [ {
"name" : "fieldMapperConfig.operateOn",
"value" : "FIELD_VALUES"
}, {
"name" : "fieldMapperConfig.conditionalExpression",
"value" : "${f:type() == \"STRING\" && f:value() != NULL}"
}, {
"name" : "fieldMapperConfig.mappingExpression",
"value" : "${str:trim(str:replaceAll(str:replaceAll(f:value(),'[^\\\\x20-\\\\x7e]',\"\"),\" [ ]+\",\" \"))}"
}, {
"name" : "fieldMapperConfig.aggregationExpression",
"value" : "${fields}"
}, {
"name" : "fieldMapperConfig.structureChangeAllowed",
"value" : true
}, {
"name" : "fieldMapperConfig.appendListValues",
"value" : false
}, {
"name" : "fieldMapperConfig.maintainOriginalPaths",
"value" : false
}, {
"name" : "stageOnRecordError",
"value" : "TO_ERROR"
}, {
"name" : "stageRequiredFields",
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}, {
"name" : "stageRecordPreconditions",
"value" : [ ]
} ],
"services" : [ ],
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"stageType" : "PROCESSOR",
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"icon" : "iconfinder_thefreeforty_map_1243687.png",
"description" : "Data cleansing ",
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"label" : "Data cleansing ",
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"displayMode" : "BASIC"
},
"inputLanes" : [ "FieldMapper_02OutputLane16258413184420" ],
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"eventLanes" : [ ]
}, {
"instanceName" : "FieldTypeConverter_01",
"library" : "streamsets-datacollector-basic-lib",
"stageName" : "com_streamsets_pipeline_stage_processor_fieldtypeconverter_FieldTypeConverterDProcessor",
"stageVersion" : "3",
"configuration" : [ {
"name" : "convertBy",
"value" : "BY_TYPE"
}, {
"name" : "fieldTypeConverterConfigs",
"value" : [ {
"decimalScaleRoundingStrategy" : "ROUND_UNNECESSARY",
"dateFormat" : "YYYY_MM_DD",
"scale" : -1,
"targetType" : "INTEGER",
"dataLocale" : "en,US",
"zonedDateTimeFormat" : "ISO_ZONED_DATE_TIME",
"fields" : [ ],
"inputFieldEmpty" : "ERROR",
"encoding" : "UTF-8",
"treatInputFieldAsDate" : false
} ]
}, {
"name" : "wholeTypeConverterConfigs",
"value" : [ {
"decimalScaleRoundingStrategy" : "ROUND_UNNECESSARY",
"sourceType" : "DECIMAL",
"dateFormat" : "YYYY_MM_DD",
"scale" : -1,
"targetType" : "DOUBLE",
"dataLocale" : "en,US",
"zonedDateTimeFormat" : "ISO_ZONED_DATE_TIME",
"inputFieldEmpty" : "NULL",
"encoding" : "UTF-8",
"treatInputFieldAsDate" : false
}, {
"decimalScaleRoundingStrategy" : "ROUND_UNNECESSARY",
"sourceType" : "BYTE_ARRAY",
"dateFormat" : "YYYY_MM_DD",
"scale" : -1,
"targetType" : "STRING",
"dataLocale" : "en,US",
"zonedDateTimeFormat" : "ISO_ZONED_DATE_TIME",
"inputFieldEmpty" : "ERROR",
"encoding" : "UTF-8",
"treatInputFieldAsDate" : false
}, {
"decimalScaleRoundingStrategy" : "ROUND_UNNECESSARY",
"sourceType" : "CHAR",
"dateFormat" : "YYYY_MM_DD",
"scale" : -1,
"targetType" : "STRING",
"dataLocale" : "en,US",
"zonedDateTimeFormat" : "ISO_ZONED_DATE_TIME",
"inputFieldEmpty" : "ERROR",
"encoding" : "UTF-8",
"treatInputFieldAsDate" : false
}, {
"decimalScaleRoundingStrategy" : "ROUND_UNNECESSARY",
"sourceType" : "BYTE",
"dateFormat" : "YYYY_MM_DD",
"scale" : -1,
"targetType" : "STRING",
"dataLocale" : "en,US",
"zonedDateTimeFormat" : "ISO_ZONED_DATE_TIME",
"inputFieldEmpty" : "ERROR",
"encoding" : "UTF-8",
"treatInputFieldAsDate" : false
}, {
"decimalScaleRoundingStrategy" : "ROUND_UNNECESSARY",
"sourceType" : "SHORT",
"dateFormat" : "YYYY_MM_DD",
"scale" : -1,
"targetType" : "INTEGER",
"dataLocale" : "en,US",
"zonedDateTimeFormat" : "ISO_ZONED_DATE_TIME",
"inputFieldEmpty" : "ERROR",
"encoding" : "UTF-8",
"treatInputFieldAsDate" : false
} ]
}, {
"name" : "stageOnRecordError",
"value" : "TO_ERROR"
}, {
"name" : "stageRequiredFields",
"value" : [ ]
}, {
"name" : "stageRecordPreconditions",
"value" : [ ]
} ],
"services" : [ ],
"uiInfo" : {
"outputStreamLabels" : null,
"yPos" : 50,
"stageType" : "PROCESSOR",
"rawSource" : null,
"icon" : "converter.png",
"description" : "Decimal to Double ",
"inputStreamLabels" : null,
"label" : "Decimal to Double ",
"xPos" : 500,
"displayMode" : "ADVANCED"
},
"inputLanes" : [ "FieldMapper_04OutputLane16280988773040" ],
"outputLanes" : [ "FieldTypeConverter_01OutputLane16286900940200" ],
"eventLanes" : [ ]
} ],
"info" : {
"name" : "latestoctdatanormalization7d4bf64c-f5c4-47ee-a153-52a641ca72f2",
"pipelineId" : "latestoctdatanormalization7d4bf64c-f5c4-47ee-a153-52a641ca72f2",
"title" : "latest:oct:data:normalization",
"description" : "data:normalization",
"created" : 1625851665593,
"lastModified" : 1625851665593,
"creator" : "SDC_P_CLAIM@nationwide.com",
"lastModifier" : "SDC_P_CLAIM@nationwide.com",
"lastRev" : "0",
"uuid" : "2bedd940-ffd2-486c-8fe5-52bfa6762071",
"valid" : false,
"metadata" : null,
"sdcVersion" : "4.1.0",
"sdcId" : "cf789c90-d860-11eb-a746-cb0885d5999a"
},
"issues" : {
"pipelineIssues" : [ ],
"stageIssues" : { },
"issueCount" : 0
},
"valid" : true,
"previewable" : false,
"metadata" : {
"dpm.pipeline.rules.id" : "68df1ca9-199f-4a5d-a3da-e26a0d106bae:sch-cs-jeanmarie",
"dpm.pipeline.connections" : "",
"dpm.pipeline.id" : "7c2819e2-3eb0-448e-be1e-238ad50bce98:sch-cs-jeanmarie",
"dpm.base.url" : "https://trailer.streamsetscloud.com",
"dpm.pipeline.version" : "2",
"dpm.pipeline.commit.id" : "2af22ced-b227-4f69-8ccc-2e63908988ad:sch-cs-jeanmarie",
"labels" : [ "Processors", "Processors" ]
},
"fragments" : [ ],
"testOriginStage" : {
"instanceName" : "com_streamsets_pipeline_stage_devtest_rawdata_RawDataDSource_TestOriginStage",
"library" : "streamsets-datacollector-dev-lib",
"stageName" : "com_streamsets_pipeline_stage_devtest_rawdata_RawDataDSource",
"stageVersion" : "3",
"configuration" : [ {
"name" : "rawData",
"value" : "{\n \"f1\": \"abc\",\n \"f2\": \"xyz\",\n \"f3\": \"lmn\"\n}"
}, {
"name" : "stopAfterFirstBatch",
"value" : false
}, {
"name" : "eventData",
"value" : null
}, {
"name" : "stageOnRecordError",
"value" : "TO_ERROR"
} ],
"services" : [ {
"service" : "com.streamsets.pipeline.api.service.dataformats.DataFormatParserService",
"serviceVersion" : 4,
"configuration" : [ {
"name" : "displayFormats",
"value" : "DELIMITED,JSON,LOG,SDC_JSON,TEXT,XML"
}, {
"name" : "dataFormat",
"value" : "JSON"
}, {
"name" : "dataFormatConfig.compression",
"value" : "NONE"
}, {
"name" : "dataFormatConfig.filePatternInArchive",
"value" : "*"
}, {
"name" : "dataFormatConfig.charset",
"value" : "UTF-8"
}, {
"name" : "dataFormatConfig.removeCtrlChars",
"value" : false
}, {
"name" : "dataFormatConfig.textMaxLineLen",
"value" : 1024
}, {
"name" : "dataFormatConfig.useCustomDelimiter",
"value" : false
}, {
"name" : "dataFormatConfig.customDelimiter",
"value" : "\\r\\n"
}, {
"name" : "dataFormatConfig.includeCustomDelimiterInTheText",
"value" : false
}, {
"name" : "dataFormatConfig.jsonContent",
"value" : "MULTIPLE_OBJECTS"
}, {
"name" : "dataFormatConfig.jsonMaxObjectLen",
"value" : 4096
}, {
"name" : "dataFormatConfig.csvHeader",
"value" : "NO_HEADER"
}, {
"name" : "dataFormatConfig.csvFileFormat",
"value" : "CSV"
}, {
"name" : "dataFormatConfig.csvCustomDelimiter",
"value" : "|"
}, {
"name" : "dataFormatConfig.multiCharacterFieldDelimiter",
"value" : "||"
}, {
"name" : "dataFormatConfig.multiCharacterLineDelimiter",
"value" : "${str:unescapeJava('\\\\n')}"
}, {
"name" : "dataFormatConfig.csvCustomEscape",
"value" : "\\"
}, {
"name" : "dataFormatConfig.csvCustomQuote",
"value" : "\""
}, {
"name" : "dataFormatConfig.csvUnivocityFieldSeparator",
"value" : ","
}, {
"name" : "dataFormatConfig.csvUnivocityEscape",
"value" : "\\"
}, {
"name" : "dataFormatConfig.csvUnivocityQuote",
"value" : "\""
}, {
"name" : "dataFormatConfig.csvUnivocityLineSeparator",
"value" : "${str:unescapeJava('\\\\n')}"
}, {
"name" : "dataFormatConfig.csvParser",
"value" : "LEGACY_PARSER"
}, {
"name" : "dataFormatConfig.csvAllowExtraColumns",
"value" : false
}, {
"name" : "dataFormatConfig.csvExtraColumnPrefix",
"value" : "_extra_"
}, {
"name" : "dataFormatConfig.csvMaxObjectLen",
"value" : 1024
}, {
"name" : "dataFormatConfig.csvUnivocityMaxColumns",
"value" : 1000
}, {
"name" : "dataFormatConfig.csvUnivocityMaxCharsPerColumn",
"value" : 1000
}, {
"name" : "dataFormatConfig.csvUnivocitySkipEmptyLines",
"value" : false
}, {
"name" : "dataFormatConfig.csvUnivocityAllowComments",
"value" : false
}, {
"name" : "dataFormatConfig.csvUnivocityCommentMarker",
"value" : "#"
}, {
"name" : "dataFormatConfig.csvEnableComments",
"value" : false
}, {
"name" : "dataFormatConfig.csvCommentMarker",
"value" : "#"
}, {
"name" : "dataFormatConfig.csvIgnoreEmptyLines",
"value" : false
}, {
"name" : "dataFormatConfig.csvRecordType",
"value" : "LIST_MAP"
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