From d8e54be95e0cdfb7e79f9a2a54891701e6fc8c0a Mon Sep 17 00:00:00 2001 From: Uriel Kluk Date: Fri, 20 Oct 2017 16:53:18 -0400 Subject: [PATCH 1/3] Added a new class to support EventData Avro format. 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z_NBo$F3WEG>i)|{e==q2BWs3E{bt{12FxG+{ny7#d-k*SN4&G_^iq$k>a}{mxlM0A z`Ms$Rp8M4J%!~oG*DU(8*tCa^?0xG43tv3?%o`p*U`4M(I=^^v))TeAz2WNd(^tKC zV)`UbZ5UmFQ1v|Lv;;Ls{S62P9@IqkH5fUT)IZ?Bs8>lD`5f8gKPaW-0M< zQ$Z}Am3~Z5;eAAI!F!04Z}pvumj8)k@4q!H$H@|2MPS`DDY#OEE5?6#8G!5BEsQPP a=EO@Rt{d@c1+N0^?R~tZ*xtiw{l5TO87Tk& literal 0 HcmV?d00001 diff --git a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataExtractor.cs b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataExtractor.cs new file mode 100644 index 0000000..8d5f183 --- /dev/null +++ b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataExtractor.cs @@ -0,0 +1,131 @@ +// +// Copyright (c) Microsoft and contributors. All rights reserved. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// +// See the License for the specific language governing permissions and +// limitations under the License. +// +using System.Collections.Generic; +using Microsoft.Analytics.Interfaces; +using Avro.File; +using Avro.Generic; +using System.IO; +using System.Runtime.Serialization; +using System; +using System.Text; +using Newtonsoft.Json; + +namespace Microsoft.Analytics.Samples.Formats.ApacheAvro +{ + + + public class OutputToAvroMap + { + public string AvroField { get; set; } + public string Key { get; set; } + public string Type { get; set; } + } + + + + [SqlUserDefinedExtractor(AtomicFileProcessing = true)] + public class EventDataExtractor : IExtractor + { + /* + Sample Extract Map: + DECLARE @extractMap string = @" +{ + ""EnqueuedTimeUtc"": {""AvroField"": ""EnqueuedTimeUtc""}, + ""Body"": {""AvroField"": ""Body""}, + ""Prop1"": {""AvroField"": ""Properties"",""Key"": ""MyProp1"",""Type"": ""string""} +}"; + */ + + private readonly string avroSchema; + private readonly string extractMap; + + public EventDataExtractor(string avroSchema, string extractMap) + { + this.avroSchema = avroSchema; + this.extractMap = extractMap; + } + + public override IEnumerable Extract(IUnstructuredReader input, IUpdatableRow output) + { + var avschema = Avro.Schema.Parse(avroSchema); + var extractSchema = JsonConvert.DeserializeObject>(extractMap); + + var reader = new GenericDatumReader(avschema, avschema); + + using (var ms = new MemoryStream()) + { + CreateSeekableStream(input, ms); + ms.Position = 0; + + var fileReader = DataFileReader.OpenReader(ms, avschema); + + while (fileReader.HasNext()) + { + var avroRecord = fileReader.Next(); + + foreach (var column in output.Schema) + { + var map = extractSchema[column.Name]; + if (avroRecord[map.AvroField] != null) + { + if (!string.IsNullOrEmpty(map.Key)) + { + + var bag = (Dictionary)avroRecord[map.AvroField]; + object val; + if (bag.TryGetValue(map.Key, out val) == false) + output.Set(map.Key, null); + else + { + switch (map.Type.ToLower()) + { + case "int": + output.Set(column.Name,(int)val); break; + case "datetime": + output.Set(column.Name, (DateTime)val); break; + case "float": + output.Set(column.Name, (float)val); break; + case "string": + default: + output.Set(column.Name, val.ToString()); break; + } + } + + } + else + output.Set(column.Name, avroRecord[map.AvroField]); + } + else + { + output.Set(column.Name, null); + } + + yield return output.AsReadOnly(); + } + + + } + + } + } + + + private void CreateSeekableStream(IUnstructuredReader input, MemoryStream output) + { + input.BaseStream.CopyTo(output); + } + } +} \ No newline at end of file diff --git a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Microsoft.Analytics.Samples.Formats.csproj b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Microsoft.Analytics.Samples.Formats.csproj index a0f1d46..2d56592 100644 --- a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Microsoft.Analytics.Samples.Formats.csproj +++ b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Microsoft.Analytics.Samples.Formats.csproj @@ -53,6 +53,7 @@ + From c966ea0b9fab486cb77d4c2daa910453a75a9392 Mon Sep 17 00:00:00 2001 From: Uriel Kluk Date: Tue, 31 Oct 2017 13:38:48 -0400 Subject: [PATCH 2/3] Removed Type from the Avro Map as the SqlType is capable to cast it --- .../v15/sqlite3/storage.ide | Bin 847872 -> 897024 bytes .../Avro/EventDataExtractor.cs | 32 ++++++++++-------- 2 files changed, 18 insertions(+), 14 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z&EG_K<|X<$mey~%{(Zf1T}FSOx!ZSNY{)EPuD^eHxoiIZtCKG5t{>mfkbP)gY`nB! z>b++MW0%)5aRpPdDE#Hc(-Bnd>wBMY_(Td-o_-+=uRiwioz&Bv!PpAH$hdxMWb&@r z@%D{$d&IIaH}33d-twzQQPzIpMBVdtbaqVCxR!uPfm{3R%vk71{pj)V%Oxq7^V0X- zb6$JU+_3g2hvw}+nN?QxdBgk3Hs5QD56w Extract(IUnstructuredReader input, IUpdatableRow output) { var avschema = Avro.Schema.Parse(avroSchema); @@ -90,18 +92,20 @@ public override IEnumerable Extract(IUnstructuredReader input, IUpdatableR output.Set(map.Key, null); else { - switch (map.Type.ToLower()) - { - case "int": - output.Set(column.Name,(int)val); break; - case "datetime": - output.Set(column.Name, (DateTime)val); break; - case "float": - output.Set(column.Name, (float)val); break; - case "string": - default: - output.Set(column.Name, val.ToString()); break; - } + output.Set(column.Name, val); + + //switch (map.Type.ToLower()) + //{ + // case "int": + // output.Set(column.Name,(int)val); break; + // case "datetime": + // output.Set(column.Name, (DateTime)val); break; + // case "float": + // output.Set(column.Name, (float)val); break; + // case "string": + // default: + // output.Set(column.Name, val.ToString()); break; + //} } } From 8fdc9e199a7061fbf5a64ba6e3433316c1387a9c Mon Sep 17 00:00:00 2001 From: Uriel Kluk Date: Fri, 3 Nov 2017 12:04:26 -0400 Subject: [PATCH 3/3] Buf fix and Unit test completed for EventDataExtractor --- .../v15/sqlite3/storage.ide | Bin 897024 -> 942080 bytes .../EventDataExtractorTest.cs | 129 ++++++++++++++++++ ...oft.Analytics.Samples.Formats.Tests.csproj | 1 + .../Avro/EventDataExtractor.cs | 66 +++------ .../Avro/EventDataPoco.cs | 48 +++++++ ...Microsoft.Analytics.Samples.Formats.csproj | 2 + .../Properties/AssemblyInfo.cs | 4 +- 7 files changed, 199 insertions(+), 51 deletions(-) create mode 100644 Examples/DataFormats/Microsoft.Analytics.Samples.Formats.Tests/EventDataExtractorTest.cs create mode 100644 Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataPoco.cs diff --git 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+ + Assert.IsTrue(result[0].Get("Route") == "mapping"); + + + } + + + private IList ExecuteExtract(List data, IUpdatableRow output) + { + + using (var dataStream = new MemoryStream()) + { + SerializeAvro(dataStream, data, avroSchema); + + var reader = new USqlStreamReader(dataStream); + var extractor = new EventDataExtractor(avroSchema, extractMap); + return extractor.Extract(reader, output).ToList(); + + } + } + + + private void SerializeAvro(MemoryStream dataStream, List data, string schema) + { + var avroSchema = Schema.Parse(schema); + var writer = new GenericWriter(avroSchema); + var fileWriter = DataFileWriter.OpenWriter(writer, dataStream); + var encoder = new BinaryEncoder(dataStream); + + foreach (EventDataPoco record in data) + { + var genericRecord = new GenericRecord(avroSchema as RecordSchema); + + genericRecord.Add("Body", record.Body); + genericRecord.Add("Offset", record.Offset); + genericRecord.Add("Properties", record.Properties); + genericRecord.Add("SystemProperties", record.SystemProperties); + genericRecord.Add("EnqueuedTimeUtc", record.EnqueuedTimeUtc); + genericRecord.Add("SequenceNumber", record.SequenceNumber); + + fileWriter.Append(genericRecord); + } + + fileWriter.Flush(); + dataStream.Seek(0, SeekOrigin.Begin); + } + + + + public IRow SingleColumnRowGenerator(string name) + { + var foo = new USqlColumn(name); + var columns = new List { foo }; + var schema = new USqlSchema(columns); + return new USqlRow(schema, null); + } + } +} diff --git a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats.Tests/Microsoft.Analytics.Samples.Formats.Tests.csproj b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats.Tests/Microsoft.Analytics.Samples.Formats.Tests.csproj index fa6a760..4c929f8 100644 --- a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats.Tests/Microsoft.Analytics.Samples.Formats.Tests.csproj +++ b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats.Tests/Microsoft.Analytics.Samples.Formats.Tests.csproj @@ -67,6 +67,7 @@ + diff --git a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataExtractor.cs b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataExtractor.cs index 6af8b57..8504118 100644 --- a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataExtractor.cs +++ b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataExtractor.cs @@ -39,32 +39,20 @@ public class OutputToAvroMap [SqlUserDefinedExtractor(AtomicFileProcessing = true)] public class EventDataExtractor : IExtractor { - /* - Sample Extract Map: - DECLARE @extractMap string = @" -{ - ""EnqueuedTimeUtc"": {""AvroField"": ""EnqueuedTimeUtc""}, - ""Body"": {""AvroField"": ""Body""}, - ""Prop1"": {""AvroField"": ""Properties"",""Key"": ""MyProp1""} -}"; - */ private readonly string avroSchema; - private readonly string extractMap; + private readonly Dictionary _extractMap; public EventDataExtractor(string avroSchema, string extractMap) { this.avroSchema = avroSchema; - this.extractMap = extractMap; - } - + _extractMap = JsonConvert.DeserializeObject>(extractMap); + } public override IEnumerable Extract(IUnstructuredReader input, IUpdatableRow output) { var avschema = Avro.Schema.Parse(avroSchema); - var extractSchema = JsonConvert.DeserializeObject>(extractMap); - var reader = new GenericDatumReader(avschema, avschema); using (var ms = new MemoryStream()) @@ -72,61 +60,39 @@ public override IEnumerable Extract(IUnstructuredReader input, IUpdatableR CreateSeekableStream(input, ms); ms.Position = 0; + var fileReader = DataFileReader.OpenReader(ms, avschema); while (fileReader.HasNext()) { var avroRecord = fileReader.Next(); - + + var userprops = (Dictionary)avroRecord["Properties"]; + foreach (var column in output.Schema) { - var map = extractSchema[column.Name]; - if (avroRecord[map.AvroField] != null) + var map = _extractMap[column.Name]; + if (map.AvroField == "Properties") + { + output.Set(column.Name, userprops[map.Key]); + } + else if (avroRecord[column.Name] != null) { - if (!string.IsNullOrEmpty(map.Key)) - { - - var bag = (Dictionary)avroRecord[map.AvroField]; - object val; - if (bag.TryGetValue(map.Key, out val) == false) - output.Set(map.Key, null); - else - { - output.Set(column.Name, val); - - //switch (map.Type.ToLower()) - //{ - // case "int": - // output.Set(column.Name,(int)val); break; - // case "datetime": - // output.Set(column.Name, (DateTime)val); break; - // case "float": - // output.Set(column.Name, (float)val); break; - // case "string": - // default: - // output.Set(column.Name, val.ToString()); break; - //} - } - - } - else - output.Set(column.Name, avroRecord[map.AvroField]); + output.Set(column.Name, avroRecord[column.Name]); } else { output.Set(column.Name, null); } - - yield return output.AsReadOnly(); } - + yield return output.AsReadOnly(); } - } } + private void CreateSeekableStream(IUnstructuredReader input, MemoryStream output) { input.BaseStream.CopyTo(output); diff --git a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataPoco.cs b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataPoco.cs new file mode 100644 index 0000000..1c0d9a1 --- /dev/null +++ b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/EventDataPoco.cs @@ -0,0 +1,48 @@ +using System; +using System.Collections.Generic; +using System.Linq; +using System.Runtime.Serialization; +using System.Text; +using System.Threading.Tasks; + + +namespace Microsoft.Analytics.Samples.Formats.ApacheAvro +{ + + + [DataContract(Namespace = "Microsoft.ServiceBus.Messaging")] + public class EventDataPoco + { + [DataMember(Name = "SequenceNumber")] + public long SequenceNumber { get; set; } + + [DataMember(Name = "Offset")] + public string Offset { get; set; } + + [DataMember(Name = "EnqueuedTimeUtc")] + public string EnqueuedTimeUtc { get; set; } + + [DataMember(Name = "Body")] + public byte[] Body { get; set; } + + [DataMember(Name = "SystemProperties")] + public IDictionary SystemProperties { get; set; } + + [DataMember(Name = "Properties")] + public IDictionary Properties { get; set; } + + + public EventDataPoco(dynamic record) + { + SequenceNumber = (long)record.SequenceNumber; + Offset = (string)record.Offset; + EnqueuedTimeUtc = (string)record.EnqueuedTimeUtc; + SystemProperties = (Dictionary)record.SystemProperties; + Properties = (Dictionary)record.Properties; + Body = (byte[])record.Body; + } + + public EventDataPoco() { } + + } +} diff --git a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Microsoft.Analytics.Samples.Formats.csproj b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Microsoft.Analytics.Samples.Formats.csproj index 2d56592..e200b76 100644 --- a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Microsoft.Analytics.Samples.Formats.csproj +++ b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Microsoft.Analytics.Samples.Formats.csproj @@ -48,12 +48,14 @@ + + diff --git a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Properties/AssemblyInfo.cs b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Properties/AssemblyInfo.cs index 20efe82..7e57139 100644 --- a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Properties/AssemblyInfo.cs +++ b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Properties/AssemblyInfo.cs @@ -21,7 +21,7 @@ // associated with an assembly. [assembly: AssemblyDescription("")] [assembly: AssemblyConfiguration("")] -[assembly: AssemblyCompany("Microsoft")] +[assembly: AssemblyCompany("Microsoft, portions by Mesh Systems")] [assembly: AssemblyProduct("Microsoft.Analytics.Samples")] [assembly: AssemblyCopyright("Copyright © 2015")] [assembly: AssemblyTrademark("")] @@ -30,3 +30,5 @@ // The following GUID is for the ID of the typelib if this project is exposed to COM [assembly: Guid("48B4A89E-7DF7-4E25-B617-CCBEB63F6416")] +[assembly: AssemblyVersion("1.0.*")] +