mazeboard opened a new pull request #24299: [SPARK-27388][SQL] expression encoder for avro URL: https://github.com/apache/spark/pull/24299 ## What changes were proposed in this pull request? Add an expression encoder for objects with properties defined by setters and getters such as Avro objects ## How was this patch tested? I did not write integration tests I used the modified spark-sql package in a local project to test it the test is as follows (where Barcode is a large Avro object): 1. test with a large Avro schema (Barcode) using java enums and arrays: ``` implicit val barcodeEncoder = ExpressionEncoder[Barcode]() val ds: Dataset[Barcode] = 0.until(10000).map(i => { val crpAddDesc = new java.util.ArrayList[CrpAddDesc]() crpAddDesc.add(CrpAddDesc.newBuilder() .setCrpAddEngDesc(s"Crp description1 $i") .build()) crpAddDesc.add(CrpAddDesc.newBuilder() .setCrpAddEngDesc(s"Crp description2 $i") .build()) val crpAttrs = new java.util.ArrayList[CrpAttributes]() crpAttrs.add(CrpAttributes.newBuilder() .setCrpCode(s"crp attr1 $i") .setCrpAddDesc(crpAddDesc) .build()) crpAttrs.add(CrpAttributes.newBuilder() .setCrpCode(s"crp attr2 $i") .build()) val barcode = Barcode.newBuilder() .setBarcode(s"Bar$i") .setPrdTaxVal(Money.newBuilder() .setUnscaledAmount(i.toLong) .setScale(0) .setCurrency(Currency.EUR) .setCurrencyAlphaCode("EUR") .build()) .setCrpAttributes(crpAttrs) .build() barcode }) .toDS() val x = ds.map(a => { ( a.getBarcode, a.getPrdTaxVal.getCurrency, a.getCrpAttributes.get(0).getCrpCode, a.getCrpAttributes.get(1).getCrpCode) }) println(x.collect().toList.drop(100).head) ``` 2. test with Avro schema having map and array types ``` implicit val logEncoder = ExpressionEncoder[Log]() val ds: Dataset[Log] = List(Log.newBuilder() .setIps(List("127.0.0.1", "127.0.0.0").asJava) .setAdditional(Map( "foo" -> new java.lang.Integer(1), "bar" -> new java.lang.Integer(2)).asJava) .setTimestamp("12345678") .setMessage("test map") .build()) .toDS() println(ds.collect().toList) ``` Log Avro schema: ``` {"namespace": "example.avro", "type": "record", "name": "Log", "fields": [ {"name": "ips", "type": {"type": "array", "items": "string"}}, {"name": "timestamp", "type": "string"}, {"name": "message", "type": "string"}, {"name": "additional", "type": {"type": "map", "values": "int"}} ] } ``` Barcode Avro schema: ``` {"type":"record","name":"Barcode","namespace":"referential.product.v2","doc":"Barcode Pivot","fields":[{"name":"barcode","type":["null","string"],"doc":"Barcode of the product","default":null},{"name":"transBarcode","type":["null","string"],"doc":"Origin EAN13","default":null},{"name":"barcodeType","type":["null","string"],"doc":"Barcode type","default":null},{"name":"itemKey","type":["null","string"],"doc":"Internal Code of the Product","default":null},{"name":"itemDesc","type":["null","string"],"doc":"Description of the product","default":null},{"name":"itemDesc18","type":["null","string"],"doc":"Description of the product (18c) on the ticket","default":null},{"name":"mainItemKey","type":["null","string"],"doc":"Item code of the parent product (ifexists)","default":null},{"name":"mainBarcode","type":["null","string"],"doc":"Main Barcode of the product","default":null},{"name":"mainSupplierKey","type":["null","string"],"doc":"Identifier of the Main Supplier","default":null},{"name":"supplierKey","type":["null","string"],"doc":"Identifier of the supplier","default":null},{"name":"itemType","type":["null","string"],"doc":"Type of item : [D] Direct, [L] Logistique, [M] Mix , [XD] Cross-docking, [PCK] Picking, [FT] Flow Through, [VFT] Virtual Flow Through [HD] Home Delivery","default":null},{"name":"brandTypeKey","type":["null","string"],"doc":"ID for the BrandType (MD,MN,PP)(seevalues)","default":null},{"name":"brandTypeDesc","type":["null","string"],"doc":"Description for the Brand Type","default":null},{"name":"createDate","type":["null","string"],"doc":"Creation date","default":null},{"name":"updateDate","type":["null","string"],"doc":"Update date.(YYYYMMDD)","default":null},{"name":"deleteDate","type":["null","string"],"doc":"Delete Date","default":null},{"name":"nonActiveDate","type":["null","string"],"doc":"Non active date(YYYYMMDD)","default":null},{"name":"prdStopFlag","type":["null","string"],"doc":"Flag STOP PRODUC T(for the sales and the purchase)","default":null},{"name":"salStopFlag","type":["null","string"],"doc":"Flag STOP ITEM on sales","default":null},{"name":"purStopFlag","type":["null","string"],"doc":"Flag STOP ITEM on purchase","default":null},{"name":"prdVatPct","type":["null","double"],"doc":"VAT percentage","default":null},{"name":"prdTaxVal","type":["null",{"type":"record","name":"Money","namespace":"common.lib.v1","fields":[{"name":"unscaledAmount","type":"long","default":0},{"name":"scale","type":"int","default":0},{"name":"currency","type":{"type":"enum","name":"Currency","symbols":["EUR","USD","BRL"]},"default":"EUR"},{"name":"currencyAlphaCode","type":["null","string"],"default":null}]}],"doc":"Other taxes amount","default":null},{"name":"prdVigVal","type":["null","common.lib.v1.Money"],"doc":"Vignette amount","default":null},{"name":"prdDutyVal","type":["null","common.lib.v1.Money"],"doc":"Duty amount","default":null},{"name":"prdUnitType","type":["null","string"],"doc":"Reference 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(Proxi)","default":null},{"name":"prxUbDesc","type":["null","string"],"doc":"Description of the UB (Proxi)","default":null},{"name":"prxSubClassKey","type":["null","string"],"doc":"Identifier of the Sub Class (Proxi)","default":null},{"name":"prxSubClassDesc","type":["null","string"],"doc":"Description of the Sub Class (Proxi)","default":null},{"name":"prxClassKey","type":["null","string"],"doc":"Identifier of the Class (Proxi)","default":null},{"name":"prxClassDesc","type":["null","string"],"doc":"Description of the Class (Proxi)","default":null},{"name":"prxGrpClassKey","type":["null","string"],"doc":"Identifier of the Group Class (Proxi)","default":null},{"name":"prxGrpClassDesc","type":["null","string"],"doc":"Description of the Group Class (Proxi)","default":null},{"name":"prxHahDepartmentKey","type":["null","string"],"doc":"Identifier of the Department (Huit a Huit)","default":null},{"name":"prxHahDepartmentDesc","type":["null","string"],"doc":"Description of the Department (Huit 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source description","default":null},{"name":"extDateTime","type":["null","string"],"doc":"extraction timestamp ISO8601 deprecated yyyy-MM-dd''T''HH:mm:ss.SSSZZ use yyyyMMdd''T''HHmmss.SSSZ","default":null}]}}],"doc":"CRP Product characteristics Attributes","default":null},{"name":"hypSalPceUnitType","type":["null","string"],"doc":"Hyper Sales Price level type (UVC, UCT)","default":null},{"name":"supSalPceUnitType","type":["null","string"],"doc":"Super Sales Price level type (UVC, UCT)","default":null},{"name":"prxSalPceUnitType","type":["null","string"],"doc":"Proxi Sales Price level type (UVC, UCT)","default":null},{"name":"pmcSalPceUnitType","type":["null","string"],"doc":"Cash and Carry Sales Price level type (UVC, UCT)","default":null},{"name":"hypPluCode","type":["null","string"],"doc":"Hyper PLU Code","default":null},{"name":"supPluCode","type":["null","string"],"doc":"Super PLU Code","default":null},{"name":"prxPluCode","type":["null","string"],"doc":"Proxi PLU 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VAT","default":null},{"name":"prdAlcoholProof","type":["null","string"],"doc":"Product Alcohol Proof","default":null},{"name":"prdShortDesc","type":["null","string"],"doc":"Product short description","default":null},{"name":"productServiceType","type":["null","string"],"doc":"Type of the Service","default":null},{"name":"productServiceDesc","type":["null","string"],"doc":"Description of the service","default":null},{"name":"productPurchaseSaleType","type":["null","string"],"doc":"Type of the product (Purchase/Sale)","default":null},{"name":"prdDryNetWeight","type":["null","double"],"doc":"Dry net weight of the sales unit","default":null},{"name":"prdPackWeight","type":["null","double"],"doc":"Weight of the packaged saled product","default":null},{"name":"prdPackHeight","type":["null","double"],"doc":"Height of the packaged saled product","default":null},{"name":"prdPackWidth","type":["null","double"],"doc":"Width of the packaged saled product","default":null},{"name":"prdPackLength","type":["null","double"],"doc":"Length of the packaged saled product","default":null},{"name":"srcTimestamp","type":["null","string"],"doc":"Source Timestamp","default":null},{"name":"trtTimestamp","type":["null","string"],"doc":"Processing Timestamp","default":null}]} ```
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