From 547398baa1ddf3bd7461ff3b4cbb7a46de14ba6f Mon Sep 17 00:00:00 2001
From: Florian Mader <florian.mader@outlook.com>
Date: Wed, 5 Dec 2018 18:14:50 +0100
Subject: [PATCH] added support for datatype Maps

---
 .../AvroExamples/2-RegisterAssemblies.usql    |   4 +-
 .../AvroExamples/3-SimpleAvro.usql            |   4 +-
 .../AvroExamples/4-EventHubsCapture.usql      |  64 +++++++
 .../AvroExamples/4-EventHubsCapture.usql.cs   |  12 ++
 .../AvroExamples/AvroExamples.usqlproj        |  10 +-
 .../AvroExamples/AvroExamples.usqlproj.orig   |  39 ++++
 .../AvroExtractorTest.cs                      | 166 +++++++++++++++++-
 .../Avro/AvroExtractor.cs                     |  74 +++++++-
 Examples/Samples/Data/Avro/EHC.avro           | Bin 0 -> 70323 bytes
 Examples/Samples/Data/Avro/EHC.avsc           |  30 ++++
 docs/index.html                               | 158 ++++++++---------
 11 files changed, 475 insertions(+), 86 deletions(-)
 create mode 100644 Examples/AvroExamples/AvroExamples/4-EventHubsCapture.usql
 create mode 100644 Examples/AvroExamples/AvroExamples/4-EventHubsCapture.usql.cs
 create mode 100644 Examples/AvroExamples/AvroExamples/AvroExamples.usqlproj.orig
 create mode 100644 Examples/Samples/Data/Avro/EHC.avro
 create mode 100644 Examples/Samples/Data/Avro/EHC.avsc

diff --git a/Examples/AvroExamples/AvroExamples/2-RegisterAssemblies.usql b/Examples/AvroExamples/AvroExamples/2-RegisterAssemblies.usql
index 864f155..e5cb993 100644
--- a/Examples/AvroExamples/AvroExamples/2-RegisterAssemblies.usql
+++ b/Examples/AvroExamples/AvroExamples/2-RegisterAssemblies.usql
@@ -1,4 +1,6 @@
-DROP ASSEMBLY IF EXISTS [Avro];
+USE DATABASE [Avro];
+
+DROP ASSEMBLY IF EXISTS [Avro];
 CREATE ASSEMBLY [Avro] FROM @"/Assemblies/Avro/Avro.dll";
 DROP ASSEMBLY IF EXISTS [Microsoft.Analytics.Samples.Formats];
 CREATE ASSEMBLY [Microsoft.Analytics.Samples.Formats] FROM @"/Assemblies/Avro/Microsoft.Analytics.Samples.Formats.dll";
diff --git a/Examples/AvroExamples/AvroExamples/3-SimpleAvro.usql b/Examples/AvroExamples/AvroExamples/3-SimpleAvro.usql
index c25519c..c81b7e7 100644
--- a/Examples/AvroExamples/AvroExamples/3-SimpleAvro.usql
+++ b/Examples/AvroExamples/AvroExamples/3-SimpleAvro.usql
@@ -3,8 +3,8 @@ REFERENCE ASSEMBLY [log4net];
 REFERENCE ASSEMBLY [Avro]; 
 REFERENCE ASSEMBLY [Microsoft.Analytics.Samples.Formats];
 
-DECLARE @input_file string = @"\TwitterStream\{*}\{*}\{*}.avro";
-DECLARE @output_file string = @"\output\twitter.csv";
+DECLARE @input_file string = @"/Avro/Samples/twitter.avro";
+DECLARE @output_file string = @"/output/twitter.csv";
 
 @rs =
     EXTRACT
diff --git a/Examples/AvroExamples/AvroExamples/4-EventHubsCapture.usql b/Examples/AvroExamples/AvroExamples/4-EventHubsCapture.usql
new file mode 100644
index 0000000..251e84f
--- /dev/null
+++ b/Examples/AvroExamples/AvroExamples/4-EventHubsCapture.usql
@@ -0,0 +1,64 @@
+USE DATABASE Avro;  
+
+REFERENCE ASSEMBLY [Newtonsoft.Json];
+REFERENCE ASSEMBLY [log4net];
+REFERENCE ASSEMBLY [Avro]; 
+REFERENCE ASSEMBLY [Microsoft.Analytics.Samples.Formats];
+
+DECLARE @input_file string = @"/Avro/Samples/EHC.avro";
+DECLARE @output_file string = @"/output/EHC.csv";
+
+@rs =
+    EXTRACT
+        SequenceNumber          long,
+        Offset                  string,
+        EnqueuedTimeUtc         string,
+        SystemProperties        SQL.MAP<string,string>,
+        Properties              SQL.MAP<string,string>,
+        Body                    byte[]
+    FROM @input_file
+    USING new Microsoft.Analytics.Samples.Formats.ApacheAvro.AvroExtractor(@"
+    {
+      ""type"" : ""record"",
+      ""name"" : ""EventData"",
+      ""namespace"" : ""Microsoft.ServiceBus.Messaging"",
+      ""fields"" : [ {
+        ""name"" : ""SequenceNumber"",
+        ""type"" : ""long""
+      }, {
+        ""name"" : ""Offset"",
+        ""type"" : ""string""
+      }, {
+        ""name"" : ""EnqueuedTimeUtc"",
+        ""type"" : ""string""
+      }, {
+        ""name"" : ""SystemProperties"",
+        ""type"" : {
+          ""type"" : ""map"",
+          ""values"" : [ ""long"", ""double"", ""string"", ""bytes"" ]
+        }
+      }, {
+        ""name"" : ""Properties"",
+        ""type"" : {
+          ""type"" : ""map"",
+          ""values"" : [ ""long"", ""double"", ""string"", ""bytes"", ""null"" ]
+        }
+      }, {
+        ""name"" : ""Body"",
+        ""type"" : [ ""null"", ""bytes"" ]
+      } ]
+    }
+    ");
+
+@mapexplode =
+    SELECT SequenceNumber, 
+           Offset, 
+           EnqueuedTimeUtc,
+           Encoding.UTF8.GetString(Body) AS Body,
+           p.key AS PropertiesKey,
+           p.value AS PropertiesValue
+    FROM @rs
+    OUTER APPLY EXPLODE(Properties) AS p(key, value);
+
+OUTPUT @mapexplode TO @output_file USING Outputters.Text();
+
diff --git a/Examples/AvroExamples/AvroExamples/4-EventHubsCapture.usql.cs b/Examples/AvroExamples/AvroExamples/4-EventHubsCapture.usql.cs
new file mode 100644
index 0000000..7f89614
--- /dev/null
+++ b/Examples/AvroExamples/AvroExamples/4-EventHubsCapture.usql.cs
@@ -0,0 +1,12 @@
+using Microsoft.Analytics.Interfaces;
+using Microsoft.Analytics.Types.Sql;
+using System;
+using System.Collections.Generic;
+using System.IO;
+using System.Linq;
+using System.Text;
+
+namespace AvroExamples
+{
+    
+}
diff --git a/Examples/AvroExamples/AvroExamples/AvroExamples.usqlproj b/Examples/AvroExamples/AvroExamples/AvroExamples.usqlproj
index 46ef678..33613a8 100644
--- a/Examples/AvroExamples/AvroExamples/AvroExamples.usqlproj
+++ b/Examples/AvroExamples/AvroExamples/AvroExamples.usqlproj
@@ -1,6 +1,7 @@
 <?xml version="1.0" encoding="utf-8"?>
 <Project ToolsVersion="4.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
   <PropertyGroup>
+    <USQLProjectVersion>2</USQLProjectVersion>
     <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
     <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform>
     <SchemaVersion>2.0</SchemaVersion>
@@ -11,7 +12,6 @@
     <Name>AvroExamples</Name>
     <RootNamespace>AvroExamples</RootNamespace>
     <RuntimeVersion>default</RuntimeVersion>
-    <OutputStreamPath>C:\Users\flmader\AppData\Local\USQLDataRoot</OutputStreamPath>
   </PropertyGroup>
   <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' ">
     <DebugSymbols>true</DebugSymbols>
@@ -25,6 +25,7 @@
     <Script Include="1-CreateDB.usql" />
     <Script Include="2-RegisterAssemblies.usql" />
     <Script Include="3-SimpleAvro.usql" />
+    <Script Include="4-EventHubsCapture.usql" />
     <ScriptCode Include="1-CreateDB.usql.cs">
       <DependentUpon>1-CreateDB.usql</DependentUpon>
     </ScriptCode>
@@ -34,6 +35,11 @@
     <ScriptCode Include="3-SimpleAvro.usql.cs">
       <DependentUpon>3-SimpleAvro.usql</DependentUpon>
     </ScriptCode>
+    <ScriptCode Include="4-EventHubsCapture.usql.cs">
+      <DependentUpon>4-EventHubsCapture.usql</DependentUpon>
+    </ScriptCode>
   </ItemGroup>
-  <Import Project="$(AppData)\Microsoft\DataLake\MsBuild\1.0\Usql.targets" />
+  <!--target for CICD build added by project migration tool-->
+  <Import Project="USqlSDKBuild.targets" Condition="Exists('USqlSDKBuild.targets')" />
+  <Import Project="$(USQLSDKPath)\USqlSDKBuild.targets" Condition="!Exists('USqlSDKBuild.targets') And '$(USQLSDKPath)' != '' And Exists('$(USQLSDKPath)\USqlSDKBuild.targets')" />
 </Project>
\ No newline at end of file
diff --git a/Examples/AvroExamples/AvroExamples/AvroExamples.usqlproj.orig b/Examples/AvroExamples/AvroExamples/AvroExamples.usqlproj.orig
new file mode 100644
index 0000000..46ef678
--- /dev/null
+++ b/Examples/AvroExamples/AvroExamples/AvroExamples.usqlproj.orig
@@ -0,0 +1,39 @@
+<?xml version="1.0" encoding="utf-8"?>
+<Project ToolsVersion="4.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+  <PropertyGroup>
+    <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
+    <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform>
+    <SchemaVersion>2.0</SchemaVersion>
+    <ProjectGuid>3013db4a-4f98-4ee0-9796-3172fb40c065</ProjectGuid>
+    <OutputType>File</OutputType>
+    <AssemblyName>Algebra.xml</AssemblyName>
+    <TargetFrameworkVersion>v4.5.2</TargetFrameworkVersion>
+    <Name>AvroExamples</Name>
+    <RootNamespace>AvroExamples</RootNamespace>
+    <RuntimeVersion>default</RuntimeVersion>
+    <OutputStreamPath>C:\Users\flmader\AppData\Local\USQLDataRoot</OutputStreamPath>
+  </PropertyGroup>
+  <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' ">
+    <DebugSymbols>true</DebugSymbols>
+    <OutputPath>bin\Debug\</OutputPath>
+  </PropertyGroup>
+  <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' ">
+    <DebugSymbols>false</DebugSymbols>
+    <OutputPath>bin\Release\</OutputPath>
+  </PropertyGroup>
+  <ItemGroup>
+    <Script Include="1-CreateDB.usql" />
+    <Script Include="2-RegisterAssemblies.usql" />
+    <Script Include="3-SimpleAvro.usql" />
+    <ScriptCode Include="1-CreateDB.usql.cs">
+      <DependentUpon>1-CreateDB.usql</DependentUpon>
+    </ScriptCode>
+    <ScriptCode Include="2-RegisterAssemblies.usql.cs">
+      <DependentUpon>2-RegisterAssemblies.usql</DependentUpon>
+    </ScriptCode>
+    <ScriptCode Include="3-SimpleAvro.usql.cs">
+      <DependentUpon>3-SimpleAvro.usql</DependentUpon>
+    </ScriptCode>
+  </ItemGroup>
+  <Import Project="$(AppData)\Microsoft\DataLake\MsBuild\1.0\Usql.targets" />
+</Project>
\ No newline at end of file
diff --git a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats.Tests/AvroExtractorTest.cs b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats.Tests/AvroExtractorTest.cs
index 8161d88..f62672f 100644
--- a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats.Tests/AvroExtractorTest.cs
+++ b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats.Tests/AvroExtractorTest.cs
@@ -305,6 +305,165 @@ public void AvroExtractor_DatatypeNullableString_Extracted()
             Assert.IsTrue(result[1].Get<string>("Value") == null);
         }
 
+        [TestMethod]
+        public void AvroExtractor_DatatypeMap_MapOfInt_Extracted()
+        {
+            var schema = @"{""fields"":[{""name"": ""Value"",""type"": { ""type"": ""map"",""values"": ""int""}}],""name"": ""SingleColumnPoco"",""namespace"": ""Microsoft.Analytics.Samples.Formats.Tests"",""type"": ""record""}";
+            var dict = new Dictionary<string, object> { { "item1", 1 } };
+            var data = new List<SingleColumnPoco<Dictionary<string, object>>>
+            {
+                new SingleColumnPoco<Dictionary<string, object>>() { Value = dict }
+            };
+
+            var result = ExecuteExtract<Dictionary<string, object>, SqlMap<string, int?>>(data, schema);
+
+            Assert.IsNotNull(result[0].Get<SqlMap<string, int?>>("Value"));
+            Assert.IsTrue(result[0].Get<SqlMap<string, int?>>("Value").Values[0] == 1);
+        }
+
+        [TestMethod]
+        public void AvroExtractor_DatatypeMap_MapOfBool_Extracted()
+        {
+            var schema = @"{""fields"":[{""name"": ""Value"",""type"": { ""type"": ""map"",""values"": ""boolean""}}],""name"": ""SingleColumnPoco"",""namespace"": ""Microsoft.Analytics.Samples.Formats.Tests"",""type"": ""record""}";
+            var dict = new Dictionary<string, object> { { "item1", true } };
+            var data = new List<SingleColumnPoco<Dictionary<string, object>>>
+            {
+                new SingleColumnPoco<Dictionary<string, object>>() { Value = dict }
+            };
+
+            var result = ExecuteExtract<Dictionary<string, object>, SqlMap<string, bool?>>(data, schema);
+
+            Assert.IsNotNull(result[0].Get<SqlMap<string, bool?>>("Value"));
+            Assert.IsTrue(result[0].Get<SqlMap<string, bool?>>("Value").Values[0] == true);
+        }
+
+        [TestMethod]
+        public void AvroExtractor_DatatypeMap_MapOfLong_Extracted()
+        {
+            var schema = @"{""fields"":[{""name"": ""Value"",""type"": { ""type"": ""map"",""values"": ""long""}}],""name"": ""SingleColumnPoco"",""namespace"": ""Microsoft.Analytics.Samples.Formats.Tests"",""type"": ""record""}";
+            var dict = new Dictionary<string, object> { { "item1", 0x7FFFFFFFFFFFFFFF } };
+            var data = new List<SingleColumnPoco<Dictionary<string, object>>>
+            {
+                new SingleColumnPoco<Dictionary<string, object>>() { Value = dict }
+            };
+
+            var result = ExecuteExtract<Dictionary<string, object>, SqlMap<string, long?>>(data, schema);
+
+            Assert.IsNotNull(result[0].Get<SqlMap<string, long?>>("Value"));
+            Assert.IsTrue(result[0].Get<SqlMap<string, long?>>("Value").Values[0] == 0x7FFFFFFFFFFFFFFF);
+        }
+
+        [TestMethod]
+        public void AvroExtractor_DatatypeMap_MapOfDouble_Extracted()
+        {
+            var schema = @"{""fields"":[{""name"": ""Value"",""type"": { ""type"": ""map"",""values"": ""double""}}],""name"": ""SingleColumnPoco"",""namespace"": ""Microsoft.Analytics.Samples.Formats.Tests"",""type"": ""record""}";
+            var dict = new Dictionary<string, object> { { "item1", 3D } };
+            var data = new List<SingleColumnPoco<Dictionary<string, object>>>
+            {
+                new SingleColumnPoco<Dictionary<string, object>>() { Value = dict }
+            };
+
+            var result = ExecuteExtract<Dictionary<string, object>, SqlMap<string, double?>>(data, schema);
+
+            Assert.IsNotNull(result[0].Get<SqlMap<string, double?>>("Value"));
+            Assert.IsTrue(result[0].Get<SqlMap<string, double?>>("Value").Values[0] == 3D);
+        }
+
+        [TestMethod]
+        public void AvroExtractor_DatatypeMap_MapOfString_Extracted()
+        {
+            var schema = @"{""fields"":[{""name"": ""Value"",""type"": { ""type"": ""map"",""values"": ""string""}}],""name"": ""SingleColumnPoco"",""namespace"": ""Microsoft.Analytics.Samples.Formats.Tests"",""type"": ""record""}";
+            var dict = new Dictionary<string, object> { { "item1", "value1" } };
+            var data = new List<SingleColumnPoco<Dictionary<string, object>>>
+            {
+                new SingleColumnPoco<Dictionary<string, object>>() { Value = dict }
+            };
+
+            var result = ExecuteExtract<Dictionary<string, object>, SqlMap<string, string>>(data, schema);
+
+            Assert.IsNotNull(result[0].Get<SqlMap<string, string>>("Value"));
+            Assert.IsTrue(result[0].Get<SqlMap<string, string>>("Value").Values[0] == "value1");
+        }
+
+        [TestMethod]
+        public void AvroExtractor_DatatypeMap_MapOfFloat_Extracted()
+        {
+            var schema = @"{""fields"":[{""name"": ""Value"",""type"": { ""type"": ""map"",""values"": ""float""}}],""name"": ""SingleColumnPoco"",""namespace"": ""Microsoft.Analytics.Samples.Formats.Tests"",""type"": ""record""}";
+            var dict = new Dictionary<string, object> { { "item1", 3.5F } };
+            var data = new List<SingleColumnPoco<Dictionary<string, object>>>
+            {
+                new SingleColumnPoco<Dictionary<string, object>>() { Value = dict }
+            };
+
+            var result = ExecuteExtract<Dictionary<string, object>, SqlMap<string, float?>>(data, schema);
+
+            Assert.IsNotNull(result[0].Get<SqlMap<string, float?>>("Value"));
+            Assert.IsTrue(result[0].Get<SqlMap<string, float?>>("Value").Values[0] == 3.5F);
+        }
+
+        [TestMethod]
+        public void AvroExtractor_DatatypeMap_MapOfByte_Extracted()
+        {
+            var schema = @"{""fields"":[{""name"": ""Value"",""type"": { ""type"": ""map"",""values"": ""bytes""}}],""name"": ""SingleColumnPoco"",""namespace"": ""Microsoft.Analytics.Samples.Formats.Tests"",""type"": ""record""}";
+            byte[] bytes = { 2, 4, 6 };
+            var dict = new Dictionary<string, object> { { "item1", bytes } };
+            var data = new List<SingleColumnPoco<Dictionary<string, object>>>
+            {
+                new SingleColumnPoco<Dictionary<string, object>>() { Value = dict }
+            };
+
+            var result = ExecuteExtract<Dictionary<string, object>, SqlMap<string, byte[]>>(data, schema);
+
+            Assert.IsNotNull(result[0].Get<SqlMap<string, byte[]>>("Value"));
+            Assert.IsTrue(result[0].Get<SqlMap<string, byte[]>>("Value").Values[0].SequenceEqual(bytes));
+        }
+
+        [TestMethod]
+        public void AvroExtractor_DatatypeMap_MapOfInt_EmptyMap_Extracted()
+        {
+            var schema = @"{""fields"":[{""name"": ""Value"",""type"": { ""type"": ""map"",""values"": [""int"",""null""]}}],""name"": ""SingleColumnPoco"",""namespace"": ""Microsoft.Analytics.Samples.Formats.Tests"",""type"": ""record""}";
+            var dict = new Dictionary<string, object>();
+            var data = new List<SingleColumnPoco<Dictionary<string, object>>>
+            {
+                new SingleColumnPoco<Dictionary<string, object>>() { Value = dict }
+            };
+
+            var result = ExecuteExtract<Dictionary<string, object>, SqlMap<string, int?>>(data, schema);
+
+            Assert.IsNotNull(result[0].Get<SqlMap<string, int?>>("Value"));
+            Assert.IsTrue(result[0].Get<SqlMap<string, int?>>("Value").Values.Count == 0);
+        }
+
+        [TestMethod]
+        [ExpectedException(typeof(Exception), "Unsupported datatype for SQL.MAP.")]
+        public void AvroExtractor_DatatypeMap_MapOfUnspportedType_Exception()
+        {
+            var schema = @"{""fields"":[{""name"": ""Value"",""type"": { ""type"": ""map"",""values"": ""int""}}],""name"": ""SingleColumnPoco"",""namespace"": ""Microsoft.Analytics.Samples.Formats.Tests"",""type"": ""record""}";
+            var dict = new Dictionary<string, object> { { "item1", 1 } };
+            var data = new List<SingleColumnPoco<Dictionary<string, object>>>
+            {
+                new SingleColumnPoco<Dictionary<string, object>>() { Value = dict }
+            };
+
+            var result = ExecuteExtract<Dictionary<string, object>, SqlMap<string, int[]>>(data, schema);
+
+            Assert.IsNotNull(result[0].Get<SqlMap<string, int>>("Value"));
+        }
+
+        [TestMethod]
+        [ExpectedException(typeof(Exception), "")]
+        public void AvroExtractor_DatatypeMap_DatatypeMismatch_Exception()
+        {
+            var schema = @"{""fields"":[{""name"": ""Value"",""type"": { ""type"": ""map"",""values"": ""string""}}],""name"": ""SingleColumnPoco"",""namespace"": ""Microsoft.Analytics.Samples.Formats.Tests"",""type"": ""record""}";
+            var dict = new Dictionary<string, object> { { "item1", "asdf" } };
+            var data = new List<SingleColumnPoco<Dictionary<string, object>>>
+            {
+                new SingleColumnPoco<Dictionary<string, object>>() { Value = dict }
+            };
+
+            var result = ExecuteExtract<Dictionary<string, object>, SqlMap<string, int?>>(data, schema);
+        }
+
         [TestMethod]
         public void AvroExtractor_EmptyFile_ReturnNoRow()
         {
@@ -318,7 +477,12 @@ public void AvroExtractor_EmptyFile_ReturnNoRow()
 
         private IList<IRow> ExecuteExtract<T>(List<SingleColumnPoco<T>> data, string schema)
         {
-            var output = SingleColumnRowGenerator<T>().AsUpdatable();
+            return ExecuteExtract<T,T>(data, schema);
+        }
+
+        private IList<IRow> ExecuteExtract<T,O>(List<SingleColumnPoco<T>> data, string schema)
+        {
+            var output = SingleColumnRowGenerator<O>().AsUpdatable();
 
             using (var dataStream = new MemoryStream())
             {
diff --git a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/AvroExtractor.cs b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/AvroExtractor.cs
index f7f0640..cd4ed0f 100644
--- a/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/AvroExtractor.cs
+++ b/Examples/DataFormats/Microsoft.Analytics.Samples.Formats/Avro/AvroExtractor.cs
@@ -18,6 +18,9 @@
 using Avro.File;
 using Avro.Generic;
 using System.IO;
+using System;
+using Microsoft.Analytics.Types.Sql;
+using System.Linq;
 
 namespace Microsoft.Analytics.Samples.Formats.ApacheAvro
 {
@@ -51,7 +54,15 @@ public override IEnumerable<IRow> Extract(IUnstructuredReader input, IUpdatableR
                     {
                         if (avroRecord[column.Name] != null)
                         {
-                            output.Set(column.Name, avroRecord[column.Name]);
+                            // Map
+                            if(avroRecord[column.Name] is Dictionary<string, object>)
+                            {
+                                OutputDictionaryAsMap((Dictionary<string, object>)avroRecord[column.Name], column, output); 
+                            }
+                            else
+                            {
+                                output.Set(column.Name, avroRecord[column.Name]);
+                            }
                         }
                         else
                         {
@@ -64,6 +75,67 @@ public override IEnumerable<IRow> Extract(IUnstructuredReader input, IUpdatableR
             }
         }
 
+        private void OutputDictionaryAsMap(Dictionary<string, object> dict, IColumn column, IUpdatableRow output)
+        {
+            // int
+            if (column.Type == typeof(SqlMap<string, int?>))
+            {
+                output.Set(column.Name, new SqlMap<string, int?>(dict.ToDictionary(p => p.Key, p => {
+                    try
+                    {
+                        return (int?)Convert.ToInt32(p.Value);
+                    }
+                    catch
+                    {
+                        throw new Exception("Type mismatch. Cannot convert source value to integer.");
+                    }
+                })));
+            }
+            // string
+            else if (column.Type == typeof(SqlMap<string, string>))
+            {
+                output.Set(column.Name, new SqlMap<string, string>(dict.ToDictionary(p => p.Key, p => p.Value.ToString())));
+            }
+            // bool
+            else if (column.Type == typeof(SqlMap<string, bool?>))
+            {
+                output.Set(column.Name, new SqlMap<string, bool?>(dict.ToDictionary(p => p.Key, p => (bool?)p.Value)));
+            }
+            // long
+            else if (column.Type == typeof(SqlMap<string, long?>))
+            {
+                output.Set(column.Name, new SqlMap<string, long?>(dict.ToDictionary(p => p.Key, p => (long?)p.Value)));
+            }
+            // double
+            else if (column.Type == typeof(SqlMap<string, double?>))
+            {
+                output.Set(column.Name, new SqlMap<string, double?>(dict.ToDictionary(p => p.Key, p => {
+                    try
+                    {
+                        return (double?)Convert.ToInt64(p.Value);
+                    }
+                    catch
+                    {
+                        throw new Exception("Type mismatch. Cannot convert source value to double.");
+                    }
+                })));
+            }
+            // float
+            else if (column.Type == typeof(SqlMap<string, float?>))
+            {
+                output.Set(column.Name, new SqlMap<string, float?>(dict.ToDictionary(p => p.Key, p => (float?)p.Value)));
+            }
+            // byte[]
+            else if (column.Type == typeof(SqlMap<string, byte[]>))
+            {
+                output.Set(column.Name, new SqlMap<string, byte[]>(dict.ToDictionary(p => p.Key, p => (byte[])p.Value)));
+            }
+            else
+            {
+                throw new Exception($"Unsupported datatype. {column.Type.GetGenericArguments()[1]} is not supported for SQL.MAP.");
+            }
+        }
+
         private void CreateSeekableStream(IUnstructuredReader input, MemoryStream output)
         {
             input.BaseStream.CopyTo(output);
diff --git a/Examples/Samples/Data/Avro/EHC.avro b/Examples/Samples/Data/Avro/EHC.avro
new file mode 100644
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diff --git a/Examples/Samples/Data/Avro/EHC.avsc b/Examples/Samples/Data/Avro/EHC.avsc
new file mode 100644
index 0000000..197ee98
--- /dev/null
+++ b/Examples/Samples/Data/Avro/EHC.avsc
@@ -0,0 +1,30 @@
+{
+  "type" : "record",
+  "name" : "EventData",
+  "namespace" : "Microsoft.ServiceBus.Messaging",
+  "fields" : [ {
+    "name" : "SequenceNumber",
+    "type" : "long"
+  }, {
+    "name" : "Offset",
+    "type" : "string"
+  }, {
+    "name" : "EnqueuedTimeUtc",
+    "type" : "string"
+  }, {
+    "name" : "SystemProperties",
+    "type" : {
+      "type" : "map",
+      "values" : [ "long", "double", "string", "bytes" ]
+    }
+  }, {
+    "name" : "Properties",
+    "type" : {
+      "type" : "map",
+      "values" : [ "long", "double", "string", "bytes", "null" ]
+    }
+  }, {
+    "name" : "Body",
+    "type" : [ "null", "bytes" ]
+  } ]
+}
diff --git a/docs/index.html b/docs/index.html
index 6355eac..7963abb 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -1,79 +1,79 @@
-<html>
-<head>
-    <title>Azure Data Lake</title>
-    <link rel="stylesheet" href="index.css" /></head>
-<body>
-
-    <h1>U-SQL</h1>
-
-    <table>
-        <colgroup>
-            <col style="width: 30%;">
-            <col style="width: 30%">
-            <col style="width: 30%">
-        </colgroup>
-        <tr>
-            <td style="max-width: 350pt">
-                <h2>Overview</h2>
-
-                <p>
-                    U-SQL is a data processing language that unifies the benefits of SQL with the expressive power of your own code. U-SQL&#39;s scalable distributed query capability enables you to efficiently analyze data in Data Lake Store, Azure Storage Blobs, and relational stores such as Azure SQL DB/DW.</p>
-                <p>
-                    Learn more about <a href="http://aka.ms/AzureDataLake">Azure Data Lake</a>.</p>
-            </td>
-            <td style="max-width: 350pt">
-
-                <h2>Learn U-SQL</h2>
-
-                <ul>
-                    <li><a href="http://aka.ms/usqltutorial">U-SQL Tutorial</a></li>
-                    <li><a href="http://aka.ms/usql_reference">U-SQL Language Reference</a></li>
-                </ul>
-                <h2>Find us on GitHub</h2>
-
-                <p><a href="https://github.com/Azure/USQL">https://github.com/Azure/USQL</a></p>
-                <p>
-                    &nbsp;</p>
-
-
-            </td>
-            <td style="max-width: 350pt">
-
-                <h2>U-SQL Resources</h2>
-
-                <ul>
-                    <li><a href="http://usql.io">usql.io (this page)</a></li>
-                    <li><a href="http://aka.ms/usql_reference">U-SQL Language Reference</a></li>
-                    <li><a href="http://stackoverflow.com/questions/tagged/azure-data-lake">Stackoverflow</a> </li>
-                    <li><a href="https://github.com/Azure-Samples?utf8=%E2%9C%93&amp;q=usql&amp;type=&amp;language=">U-SQL samples</a> on Azure Samples</li>
-                </ul>
-
-                <h2>&nbsp;</h2>
-
-                <p>
-                    &nbsp;</p>
-
-            </td>
-        </tr>
-
-        <tr>
-            <td>
-                &nbsp;</td>
-            <td colspan="2">
-
-                <h2>Developer Tools</h2>
-                <ul>
-                    <li>ADL Tools For Visual Studio:&nbsp;<a
-                        href="http://aka.ms/ADLToolsVS">Download</a>&nbsp;|&nbsp;<a
-                            href="https://github.com/Azure/AzureDataLake/releases">Archived Versions</a> </li>
-                    <li>For Visual Studio Code: <a href="https://marketplace.visualstudio.com/items?itemName=usqlextpublisher.usql-vscode-ext">Download</a>&nbsp; </li>
-                    <li>U-SQL Local Run SDK: <a href="https://www.nuget.org/packages/Microsoft.Azure.DataLake.USQL.SDK/">Download</a> | <a href="https://docs.microsoft.com/en-us/azure/data-lake-analytics/data-lake-analytics-u-sql-sdk">Documentation</a></li>
-                </ul>
-
-
-            </td>
-        </tr>
-
-    </table>
-</body>
-</html>
+<html>
+<head>
+    <title>Azure Data Lake</title>
+    <link rel="stylesheet" href="index.css" /></head>
+<body>
+
+    <h1>U-SQL</h1>
+
+    <table>
+        <colgroup>
+            <col style="width: 30%;">
+            <col style="width: 30%">
+            <col style="width: 30%">
+        </colgroup>
+        <tr>
+            <td style="max-width: 350pt">
+                <h2>Overview</h2>
+
+                <p>
+                    U-SQL is a data processing language that unifies the benefits of SQL with the expressive power of your own code. U-SQL&#39;s scalable distributed query capability enables you to efficiently analyze data in Data Lake Store, Azure Storage Blobs, and relational stores such as Azure SQL DB/DW.</p>
+                <p>
+                    Learn more about <a href="http://aka.ms/AzureDataLake">Azure Data Lake</a>.</p>
+            </td>
+            <td style="max-width: 350pt">
+
+                <h2>Learn U-SQL</h2>
+
+                <ul>
+                    <li><a href="http://aka.ms/usqltutorial">U-SQL Tutorial</a></li>
+                    <li><a href="http://aka.ms/usql_reference">U-SQL Language Reference</a></li>
+                </ul>
+                <h2>Find us on GitHub</h2>
+
+                <p><a href="https://github.com/Azure/USQL">https://github.com/Azure/USQL</a></p>
+                <p>
+                    &nbsp;</p>
+
+
+            </td>
+            <td style="max-width: 350pt">
+
+                <h2>U-SQL Resources</h2>
+
+                <ul>
+                    <li><a href="http://usql.io">usql.io (this page)</a></li>
+                    <li><a href="http://aka.ms/usql_reference">U-SQL Language Reference</a></li>
+                    <li><a href="http://stackoverflow.com/questions/tagged/azure-data-lake">Stackoverflow</a> </li>
+                    <li><a href="https://github.com/Azure-Samples?utf8=%E2%9C%93&amp;q=usql&amp;type=&amp;language=">U-SQL samples</a> on Azure Samples</li>
+                </ul>
+
+                <h2>&nbsp;</h2>
+
+                <p>
+                    &nbsp;</p>
+
+            </td>
+        </tr>
+
+        <tr>
+            <td>
+                &nbsp;</td>
+            <td colspan="2">
+
+                <h2>Developer Tools</h2>
+                <ul>
+                    <li>ADL Tools For Visual Studio:&nbsp;<a
+                        href="http://aka.ms/ADLToolsVS">Download</a>&nbsp;|&nbsp;<a
+                            href="https://github.com/Azure/AzureDataLake/releases">Archived Versions</a> </li>
+                    <li>For Visual Studio Code: <a href="https://marketplace.visualstudio.com/items?itemName=usqlextpublisher.usql-vscode-ext">Download</a>&nbsp; </li>
+                    <li>U-SQL Local Run SDK: <a href="https://www.nuget.org/packages/Microsoft.Azure.DataLake.USQL.SDK/">Download</a> | <a href="https://docs.microsoft.com/en-us/azure/data-lake-analytics/data-lake-analytics-u-sql-sdk">Documentation</a></li>
+                </ul>
+
+
+            </td>
+        </tr>
+
+    </table>
+</body>
+</html>