Leaf Input Parsing complete

Core.Tests/Core.Tests.csproj

@@ -0,0 +1,80 @@
+<?xml version="1.0" encoding="utf-8"?>
+<Project ToolsVersion="4.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+  <Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" />
+  <PropertyGroup>
+    <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
+    <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform>
+    <ProjectGuid>{8207F6FE-EA80-41CA-81B5-ACD020FB0F3C}</ProjectGuid>
+    <OutputType>Library</OutputType>
+    <AppDesignerFolder>Properties</AppDesignerFolder>
+    <RootNamespace>LeafWeb.Core.Tests</RootNamespace>
+    <AssemblyName>Core.Tests</AssemblyName>
+    <TargetFrameworkVersion>v4.5</TargetFrameworkVersion>
+    <FileAlignment>512</FileAlignment>
+  </PropertyGroup>
+  <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' ">
+    <DebugSymbols>true</DebugSymbols>
+    <DebugType>full</DebugType>
+    <Optimize>false</Optimize>
+    <OutputPath>bin\Debug\</OutputPath>
+    <DefineConstants>DEBUG;TRACE</DefineConstants>
+    <ErrorReport>prompt</ErrorReport>
+    <WarningLevel>4</WarningLevel>
+  </PropertyGroup>
+  <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' ">
+    <DebugType>pdbonly</DebugType>
+    <Optimize>true</Optimize>
+    <OutputPath>bin\Release\</OutputPath>
+    <DefineConstants>TRACE</DefineConstants>
+    <ErrorReport>prompt</ErrorReport>
+    <WarningLevel>4</WarningLevel>
+  </PropertyGroup>
+  <ItemGroup>
+    <Reference Include="nunit.framework, Version=3.0.5797.27534, Culture=neutral, PublicKeyToken=2638cd05610744eb, processorArchitecture=MSIL">
+      <HintPath>..\packages\NUnit.3.0.0\lib\net45\nunit.framework.dll</HintPath>
+      <Private>True</Private>
+    </Reference>
+    <Reference Include="System" />
+    <Reference Include="System.Core" />
+    <Reference Include="System.Xml.Linq" />
+    <Reference Include="System.Data.DataSetExtensions" />
+    <Reference Include="Microsoft.CSharp" />
+    <Reference Include="System.Data" />
+    <Reference Include="System.Xml" />
+  </ItemGroup>
+  <ItemGroup>
+    <Compile Include="Properties\AssemblyInfo.cs" />
+    <Compile Include="Services\LeafInputCsvParserTests.cs" />
+  </ItemGroup>
+  <ItemGroup>
+    <None Include="packages.config" />
+    <Content Include="Services\LeafInputData\LeafInput-valid.csv">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </Content>
+    <Content Include="Services\LeafInputData\LeafInput-titlesRemoved.csv">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </Content>
+    <Content Include="Services\LeafInputData\LeafInput-incompleteRows.csv">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </Content>
+    <Content Include="Services\LeafInputData\LeafInput-noData.csv">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </Content>
+    <None Include="Services\LeafInputData\LeafInput-tabSeparated.csv" />
+  </ItemGroup>
+  <ItemGroup />
+  <ItemGroup>
+    <ProjectReference Include="..\Core\Core.csproj">
+      <Project>{25BAED75-7E75-4D11-90D9-358472054DF6}</Project>
+      <Name>Core</Name>
+    </ProjectReference>
+  </ItemGroup>
+  <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" />
+  <!-- To modify your build process, add your task inside one of the targets below and uncomment it. 
+       Other similar extension points exist, see Microsoft.Common.targets.
+  <Target Name="BeforeBuild">
+  </Target>
+  <Target Name="AfterBuild">
+  </Target>
+  -->
+</Project>

Core.Tests/Core.Tests.csproj.DotSettings

@@ -0,0 +1,2 @@
+<wpf:ResourceDictionary xml:space="preserve" xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml" xmlns:s="clr-namespace:System;assembly=mscorlib" xmlns:ss="urn:shemas-jetbrains-com:settings-storage-xaml" xmlns:wpf="http://schemas.microsoft.com/winfx/2006/xaml/presentation">
+	<s:Boolean x:Key="/Default/CodeInspection/NamespaceProvider/NamespaceFoldersToSkip/=Services_005CLeafInputData/@EntryIndexedValue">True</s:Boolean></wpf:ResourceDictionary>

Core.Tests/Properties/AssemblyInfo.cs

@@ -0,0 +1,36 @@
+using System.Reflection;
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+
+// General Information about an assembly is controlled through the following 
+// set of attributes. Change these attribute values to modify the information
+// associated with an assembly.
+[assembly: AssemblyTitle("Core.Tests")]
+[assembly: AssemblyDescription("")]
+[assembly: AssemblyConfiguration("")]
+[assembly: AssemblyCompany("")]
+[assembly: AssemblyProduct("Core.Tests")]
+[assembly: AssemblyCopyright("Copyright ©  2015")]
+[assembly: AssemblyTrademark("")]
+[assembly: AssemblyCulture("")]
+
+// Setting ComVisible to false makes the types in this assembly not visible 
+// to COM components.  If you need to access a type in this assembly from 
+// COM, set the ComVisible attribute to true on that type.
+[assembly: ComVisible(false)]
+
+// The following GUID is for the ID of the typelib if this project is exposed to COM
+[assembly: Guid("78716ff3-35e2-4b92-a475-b222851a5c90")]
+
+// Version information for an assembly consists of the following four values:
+//
+//      Major Version
+//      Minor Version 
+//      Build Number
+//      Revision
+//
+// You can specify all the values or you can default the Build and Revision Numbers 
+// by using the '*' as shown below:
+// [assembly: AssemblyVersion("1.0.*")]
+[assembly: AssemblyVersion("1.0.0.0")]
+[assembly: AssemblyFileVersion("1.0.0.0")]

Core.Tests/Services/LeafInputCsvParserTests.cs

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+using System;
+using System.Collections.Generic;
+using System.IO;
+using System.Linq;
+using LeafWeb.Core.Models;
+using LeafWeb.Core.Services;
+using NUnit.Framework;
+
+namespace LeafWeb.Core.Tests.Services
+{
+	[TestFixture]
+	public class LeafInputCsvParserTests
+	{
+		private const string LeafInputFolder = @"Services\LeafInputData\";
+
+		[Test]
+		public void Parse_Valid()
+		{
+			var fileInfo = new FileInfo(LeafInputFolder + "LeafInput-valid.csv");
+			var leafInput = new LeafInputCsvParser(fileInfo);
+			var input = leafInput.Parse();
+
+			Assert.That(input.InvestigatorName, Is.EqualTo("Valid Name"));
+			Assert.That(input.ContactInformation, Is.EqualTo("validname@ornl.gov"));
+			Assert.That(input.SiteName, Is.EqualTo("FACE"));
+			Assert.That(input.VegetationType, Is.EqualTo("tropical forest"));
+			Assert.That(input.SoilType, Is.EqualTo("dense soil"));
+			Assert.That(input.MajorSpecies, Is.EqualTo("Tulip Poplar, Oak"));
+			Assert.That(input.SampleLeafLightEnv, Is.EqualTo("heavily shaded from above"));
+			Assert.That(input.WaterStressAssessment, Is.EqualTo("Little to no stress"));
+			Assert.That(input.InstrumentUsed, Is.EqualTo("Licor-6400"));
+			Assert.That(input.ExtraInfo, Is.EqualTo("dear01"));
+
+			var site = input.Site;
+			Assert.That(site.SiteID, Is.EqualTo("Metropolitano"));
+			Assert.That(site.Latitude, Is.EqualTo(8.98333));
+			Assert.That(site.Longitude, Is.EqualTo(-79.55));
+			Assert.That(site.Elevation, Is.Null);
+			Assert.That(site.SampleYear, Is.EqualTo(2013));
+			Assert.That(site.SampleDayOfYear, Is.EqualTo(22));
+			Assert.That(site.GrowSeasonStart, Is.Null);
+			Assert.That(site.GrowSeasonEnd, Is.Null);
+			Assert.That(site.StandAge, Is.Null);
+			Assert.That(site.CanopyHeight, Is.Null);
+			Assert.That(site.LeafAreaIndex, Is.Null);
+			Assert.That(site.SpeciesSampled, Is.EqualTo("Dendropanax_arboreus"));
+			Assert.That(site.AverageTimeResolution, Is.Null);
+			Assert.That(site.SampleHeight, Is.Null);
+			Assert.That(site.LeafAge, Is.Null);
+			Assert.That(site.SpecificLeafArea, Is.EqualTo(245.5609363));
+			Assert.That(site.LfNitrogenContent, Is.EqualTo(2.19));
+			Assert.That(site.LfCarbonContent, Is.EqualTo(46.03));
+			Assert.That(site.LfPhosphContent, Is.EqualTo(0.129929353));
+			//Assert.That(site.WoodPorosity, Is.Null);
+			//Assert.That(site.SapWoodDensity, Is.Null);
+
+			var photosynthetic = input.Photosynthetic;
+			Assert.That(photosynthetic.GammaStar, Is.EqualTo(1.2));
+			Assert.That(photosynthetic.Kc, Is.EqualTo(2.3));
+			Assert.That(photosynthetic.Ko, Is.EqualTo(3.4));
+			Assert.That(photosynthetic.Alpha, Is.EqualTo(4.5));
+			Assert.That(photosynthetic.Rd, Is.EqualTo(6.5));
+			Assert.That(photosynthetic.gi, Is.EqualTo(4.3));
+
+			var data = input.Data;
+			Assert.That(data.Count(), Is.GreaterThan(2));
+			var dataItem = data.First();
+
+			Assert.That(dataItem.Obs, Is.EqualTo(2));
+			Assert.That(dataItem.HHMMSS, Is.EqualTo("11:26:17"));
+			Assert.That(dataItem.FTime, Is.EqualTo(681.5));
+			Assert.That(dataItem.Photo, Is.EqualTo(6.707855907));
+			Assert.That(dataItem.AdjPhoto, Is.EqualTo(6.707855907));
+			Assert.That(dataItem.StomCond, Is.EqualTo(0.066161416));
+			Assert.That(dataItem.Ci, Is.EqualTo(185.9999057));
+			Assert.That(dataItem.Trmmol, Is.EqualTo(0.936751155));
+			Assert.That(dataItem.VpdL, Is.EqualTo(1.386027641));
+			Assert.That(dataItem.Area, Is.EqualTo(2));
+			Assert.That(dataItem.StmRat, Is.EqualTo(1));
+			Assert.That(dataItem.BLCond, Is.EqualTo(9.289719582));
+			Assert.That(dataItem.Tair, Is.EqualTo(29.09575272));
+			Assert.That(dataItem.Tleaf, Is.EqualTo(29.91356087));
+			Assert.That(dataItem.TBlk, Is.EqualTo(28.63459015));
+			Assert.That(dataItem.CO2R, Is.EqualTo(360.0646362));
+			Assert.That(dataItem.CO2S, Is.EqualTo(355.3765869));
+			Assert.That(dataItem.H2OR, Is.EqualTo(27.71545029));
+			Assert.That(dataItem.H2OS, Is.EqualTo(28.32151604));
+			Assert.That(dataItem.RH_R, Is.EqualTo(69.04498291));
+			Assert.That(dataItem.RH_S, Is.EqualTo(70.5548172));
+			Assert.That(dataItem.Flow, Is.EqualTo(300.3703613));
+			Assert.That(dataItem.PARi, Is.EqualTo(500.4228821));
+			Assert.That(dataItem.PARo, Is.EqualTo(23.31687355));
+			Assert.That(dataItem.Press, Is.EqualTo(100.7472458));
+			Assert.That(dataItem.CsMch, Is.EqualTo(1.491710782));
+			Assert.That(dataItem.HsMch, Is.EqualTo(10.9474802));
+			Assert.That(dataItem.StableF, Is.EqualTo(0.5));
+			Assert.That(dataItem.Status, Is.EqualTo("111115"));
+			Assert.That(dataItem.PhiPS2, Is.Null);
+			Assert.That(dataItem.OxygenPress, Is.Null);
+		}
+
+		[Test]
+		public void Parse_TitlesRemoved()
+		{
+			var fileInfo = new FileInfo(LeafInputFolder + "LeafInput-titlesRemoved.csv");
+			var leafInput = new LeafInputCsvParser(fileInfo);
+			var input = leafInput.Parse();
+
+			Assert.That(input.InvestigatorName, Is.EqualTo("Valid Name"));
+			Assert.That(input.ContactInformation, Is.EqualTo("validname@ornl.gov"));
+			Assert.That(input.SiteName, Is.EqualTo("FACE"));
+			Assert.That(input.VegetationType, Is.EqualTo("tropical forest"));
+			Assert.That(input.SoilType, Is.EqualTo("dense soil"));
+			Assert.That(input.MajorSpecies, Is.EqualTo("Tulip Poplar, Oak"));
+			Assert.That(input.SampleLeafLightEnv, Is.EqualTo("heavily shaded from above"));
+			Assert.That(input.WaterStressAssessment, Is.EqualTo("Little to no stress"));
+			Assert.That(input.InstrumentUsed, Is.EqualTo("Licor-6400"));
+			Assert.That(input.ExtraInfo, Is.EqualTo("dear01"));
+		}
+
+		[Test]
+		public void Parse_IncompleteRows()
+		{
+			var fileInfo = new FileInfo(LeafInputFolder + "LeafInput-incompleteRows.csv");
+			var parser = new LeafInputCsvParser(fileInfo);
+			Assert.That(() => parser.Parse(), Throws.TypeOf<ParseException>());
+		}
+
+		[Test]
+		public void Parse_NoData()
+		{
+			var fileInfo = new FileInfo(LeafInputFolder + "LeafInput-noData.csv");
+			var parser = new LeafInputCsvParser(fileInfo);
+			var input = parser.Parse();
+		}
+
+		[Test, Explicit]
+		public void Parse_FindIssues()
+		{
+			var dir = @"C:\Users\poprhythm\Documents\code\LeafWeb\Notes\leafweb database work\newcurves\RemovableDisk\curves";
+			var files = Directory.GetFiles(dir, "*.csv").Select(f => new FileInfo(f));
+			var leafInputs = new List<LeafInput>();
+			foreach (var file in files)
+			{
+				try
+				{
+					var parser = new LeafInputCsvParser(file);
+					var leafInput = parser.Parse();
+					leafInputs.Add(leafInput);
+					//Console.WriteLine("{0}, {1}, {2}", leafInput.FileName, leafInput.InvestigatorName, leafInput.ContactInformation);
+				}
+				catch (Exception ex)
+				{
+					Console.WriteLine("{1} : {0}", ex.Message, file.Name);
+				}
+			}
+			LeafInputCsvParser.ExportCsv(@"C:\Temp\test.csv", leafInputs);
+		}
+	}
+}

Core.Tests/Services/LeafInputData/LeafInput-incompleteRows.csv

@@ -0,0 +1,7 @@
+Investigator name: Valid Name,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Contact information: validname@ornl.gov,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Site name in full: FACE ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Vegetation type: tropical forest,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Soil type: dense soil,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+"Major species: Tulip Poplar, Oak",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Sample leaf light environment: heavily shaded from above,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,

Core.Tests/Services/LeafInputData/LeafInput-noData.csv

@@ -0,0 +1,18 @@
+Investigator name: Nick Smith,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Contact information: ngsmith@purdue.edu,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Site name in full: Purdue Growth Chamber,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Vegetation type: NA,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Soil type: Field Mixture,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Major species: NA,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Sample leaf light environment: Chamber light (~1000 PAR),,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Water stress assessment: No water stress,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Instrument used: Licor-6400,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Extra info:,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+SiteID,Latitude(Degrees),Longitude(Degrees),Elevation,SampleYear,SampleDayOfYear,GrowSeasonStart,GrowSeasonEnd,StandAge,CanopyHeight,LeafAreaIndex,SpeciesSampled,AveTimeResolution,SampleHeight,LeafAge,SpecificLeafArea,LfNitrogenContent,LfCarbonContent,LfPhosphContent,,,,,,,,,,,,
+NoUnit,NorthPositive,EastPositive,m,NoUnit,DayOfYear,DayOfYear,DayOfYear,Year,m,m2/m2,NoBlankSpace,Minutes,m,days,cm2/g,%,%,%,,,,,,,,,,,,
+NA,NA,NA,NA,2012,252,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,,,,,,,,,,,,
+Gamma*,Kc,Ko,Alpha,Rd,gi,,,,,,,,,,,,,,,,,,,,,,,,,
+Pa,Pa,Pa,NoUnit,umol/m2/s,umol/m2/s/Pa,,,,,,,,,,,,,,,,,,,,,,,,,
+-9999,-9999,-9999,-9999,0.822,-9999,,,,,,,,,,,,,,,,,,,,,,,,,
+Obs,HHMMSS,FTime,Photo,!AdjPhoto,!StomCond,!Ci,!Trmmol,!VpdL,Area,StmRat,BLCond,Tair,!Tleaf,TBlk,CO2R,CO2S,H2OR,H2OS,RH_R,RH_S,Flow,!PARi,PARo,Press,CsMch,HsMch,StableF,Status,PhiPS2,OxygenPress
+NoUnit,HHMMSS,Second,umol/m2/s,umol/m2/s,mol/m2/s,umol/mol,mmol/m2/s,kPa,cm2,NA,mol/m2/s,oC,oC,oC,umol/mol,umol/mol,mmol/mol,mmol/mol,%,%,umol/s,umol/m2/s,umol/m2/s,Kpa,umol/mol,mmol/mol,NA,NA,NA,KPA

Core.Tests/Services/LeafInputData/LeafInput-tabSeparated.csv

@@ -0,0 +1,31 @@
+"Investigator name: Nick Smith"
+"Contact information: ngsmith@purdue.edu"
+"Site name in full: Purdue Growth Chamber"
+"Vegetation type: NA"
+"Soil type: Field Mixture"
+"Major species: NA"
+"Sample leaf light environment: Chamber light (~1000 PAR)"
+"Water stress assessment: No water stress"
+"Instrument used: Licor-6400"
+"Extra info: 7day acclimation at 20c"
+"SiteID	Latitude(Degrees)	Longitude(Degrees)	Elevation	SampleYear	SampleDayOfYear	GrowSeasonStart	GrowSeasonEnd	StandAge	CanopyHeight	LeafAreaIndex	SpeciesSampled	AveTimeResolution	SampleHeight	LeafAge	SpecificLeafArea	LfNitrogenContent	LfCarbonContent	LfPhosphContent"
+"NoUnit	NorthPositive	EastPositive	m	NoUnit	DayOfYear	DayOfYear	DayOfYear	Year	m	m2/m2	NoBlankSpace	Minutes	m	days	cm2/g	%	%	%"
+"NA	NA	NA	NA	2014	282	NA	NA	NA	NA	NA	Tamarindusindica	NA	NA	NA	159.0634345	1.4	NA	NA"
+"Gamma*	Kc	Ko	Alpha	Rd	gi"
+"Pa	Pa	Pa	NoUnit	umol/m2/s	umol/m2/s/Pa"
+"-9999	-9999	-9999	-9999	2.189610949	-9999"
+"Obs	HHMMSS	FTime	Photo	!AdjPhoto	!StomCond	!Ci	!Trmmol	!VpdL	Area	StmRat	BLCond	Tair	!Tleaf	TBlk	CO2R	CO2S	H2OR	H2OS	RH_R	RH_S	Flow	!PARi	PARo	Press	CsMch	HsMch	StableF	Status	PhiPS2	OxygenPress"
+"NoUnit	HHMMSS	Second	umol/m2/s	umol/m2/s	mol/m2/s	umol/mol	mmol/m2/s	kPa	cm2	NA	mol/m2/s	oC	oC	oC	umol/mol	umol/mol	mmol/mol	mmol/mol	%	%	umol/s	umol/m2/s	umol/m2/s	Kpa	umol/mol	mmol/mol	NA	NA	NA	KPA"
+"66	17:38:55	16298.00005	-0.215426597	-0.215426597	0.007774086	387.5601933	0.691837268	8.326482961	5.265	0.5	2.523228275	48.75154114	46.73216629	49.93317795	399.3782959	399.2714844	20.96022415	22.1486187	17.9028511	18.91743469	299.7191772	1199.456543	43.07281876	99.64649963	2.999198914	1.05813694	1	111114	-9999	-9999"
+"67	17:40:40	16402.50005	-0.505870892	-0.505870892	0.0085163	349.5536599	0.761887632	8.369241706	5.265	0.5	2.523228275	48.81954193	46.83860397	49.93241501	300.4419861	300.927887	20.98658371	22.29515648	17.88055229	18.97615433	299.7085876	1199.490479	43.07907867	99.6419754	3.762382507	1.066325188	1	111114	-9999	-9999"
+"68	17:42:23	16505.00005	-0.718271361	-0.718271361	0.009213096	291.3857548	0.826080193	8.387930436	5.265	0.5	2.523228275	48.8538208	46.89636993	49.93274307	200.7705383	201.739502	21.00330162	22.42184448	17.87025642	19.0505619	299.7295837	1199.116821	44.01655579	99.63645935	4.080833435	1.060667992	1	111114	-9999	-9999"
+"69	17:44:11	16613.00005	-0.991620268	-0.991620268	0.010095712	235.0120968	0.907467284	8.409155772	5.265	0.5	2.523228275	48.86945724	46.96108246	49.93239212	100.027565	101.6075668	21.003088	22.56126976	17.85757637	19.15289497	299.7096863	1199.012329	46.25364304	99.63273621	3.954681396	1.065255165	1	111114	-9999	-9999"
+"70	17:46:46	16768.00005	-1.045282227	-1.045282227	0.011287996	183.1882237	1.009646387	8.371469809	5.265	0.5	2.523228275	48.87886429	46.92841721	49.93133163	49.55680847	51.30204773	21.0290432	22.76230049	17.87363815	19.3139534	299.7124939	1198.983521	43.66405487	99.6309967	3.677768707	1.070101738	1	111114	-9999	-9999"
+"71	17:48:56	16898.50005	-0.358454456	-0.358454456	0.012415238	389.9600226	1.109333954	8.36545804	5.265	0.5	2.523228275	48.89009094	46.94281769	49.92983246	400.4476013	400.2972107	20.99722672	22.90138435	17.83179474	19.42071342	299.7065125	1198.709229	42.7310257	99.6289444	3.165927887	1.073033333	1	111114	-9999	-9999"
+"72	17:50:04	16966.50005	-0.369359541	-0.369359541	0.012860315	389.0550121	1.148128169	8.359215055	5.265	0.5	2.523228275	48.89198303	46.94270706	49.9316597	399.6208496	399.4640198	20.9937439	22.96431923	17.82751465	19.47166443	299.7133789	1199.011597	46.73867416	99.62515259	3.196323395	1.071206093	1	111114	-9999	-9999"
+"73	17:52:29	17111.50005	-0.000448038	-0.000448038	0.013857559	519.5473911	1.23260114	8.331337797	5.265	0.5	2.523228275	48.89042282	46.9200325	49.93070602	600.796814	599.4993896	21.00602722	23.12145042	17.84046745	19.60547066	299.6844788	1199.114502	43.48819351	99.62283325	1.873325348	1.067681313	1	111114	-9999	-9999"
+"74	17:54:57	17259.50005	0.229358264	0.229358264	0.015404105	668.456214	1.363738633	8.29717668	5.265	0.5	2.523228275	48.89125443	46.88843155	49.92894745	799.0285034	796.7166748	20.95309639	23.29321289	17.76644516	19.75002861	299.6789551	1198.772827	42.78263092	99.6211319	0.459568024	1.070916176	1	111114	-9999	-9999"
+"75	17:56:48	17370.50005	0.647329733	0.647329733	0.01610465	804.9132425	1.420754821	8.269994013	5.265	0.5	2.523228275	48.88961792	46.86376572	49.93006134	1001.105164	997.4780273	20.99555397	23.43319511	17.83556366	19.86952591	299.6744385	1199.096558	43.42731094	99.61750793	-1.527980804	1.074719429	1	111114	-9999	-9999"
+"76	17:59:09	17511.50005	1.071500245	1.071500245	0.017460418	945.566887	1.535388617	8.246544404	5.265	0.5	2.523228275	48.89328766	46.85366821	49.93212891	1200.983765	1195.875977	20.98199844	23.61549187	17.82249069	20.01953888	299.7128296	1198.785034	45.1896286	99.61073303	-3.668849945	1.068657875	1	111114	-9999	-9999"
+"77	18:01:35	17657.50005	1.609415729	1.609415729	0.019173401	1170.685812	1.674877491	8.197620033	5.265	0.5	2.523228275	48.88559723	46.80513382	49.93037033	1500.460083	1493.239014	20.97205353	23.84428024	17.82379532	20.22059631	299.6965942	1198.97876	43.85221481	99.60964966	-7.248439789	1.062548637	1	111114	-9999	-9999"
+"78	18:05:01	17863.50005	2.509786563	2.509786563	0.022670681	1563.338984	1.962966907	8.135609987	5.265	0.5	2.523228275	48.8908844	46.76280594	49.93166351	2001.122437	1989.85083	20.87425804	24.2393074	17.69743919	20.54927826	299.6837769	1198.699219	45.60385132	99.60519409	-13.40700912	1.060843468	1	111114	-9999	-9999"

Core.Tests/Services/LeafInputData/LeafInput-titlesRemoved.csv

@@ -0,0 +1,34 @@
+Valid Name,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+validname@ornl.gov,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+FACE ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+tropical forest,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+dense soil,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+"Tulip Poplar, Oak",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+heavily shaded from above,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Little to no stress,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Licor-6400,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+dear01,,,,sla/nut no. 2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+SiteID,Latitude(Degrees),Longitude(Degrees),Elevation,SampleYear,SampleDayOfYear,GrowSeasonStart,GrowSeasonEnd,StandAge,CanopyHeight,LeafAreaIndex,SpeciesSampled,AveTimeResolution,SampleHeight,LeafAge,SpecificLeafArea,LfNitrogenContent,LfCarbonContent,LfPhosphContent,WoodPorosity,SapWoodDensity,,,,,,,,,,,,,,,,,
+NoUnit,NorthPositive,EastPositive,m,NoUnit,DayOfYear,DayOfYear,DayOfYear,Year,m,m2/m2,NoBlankSpace,Minutes,m,days,cm2/g,%,%,%,NoUnit,g/cm3,,,,,,,,,,,,,,,,,
+Metropolitano ,8.98333,-79.55,-9999,2013,22,-9999,-9999,-9999,-9999,-9999,Dendropanax_arboreus,-9999,-9999,-9999,245.5609363,2.19,46.03,0.129929353,-9999,0.42,,,,,,,,,,,,,,,,,
+Gamma*,Kc,Ko,Alpha,Rd,gi,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Pa,Pa,Pa,NoUnit,umol/m2/s,umol/m2/s/Pa,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+-9999,-9999,-9999,-9999,-9999,-9999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Obs,HHMMSS,FTime,Photo,!AdjPhoto,!StomCond,!Ci,!Trmmol,!VpdL,Area,StmRat,BLCond,Tair,!Tleaf,TBlk,CO2R,CO2S,H2OR,H2OS,RH_R,RH_S,Flow,!PARi,PARo,Press,CsMch,HsMch,StableF,Status,PhiPS2,OxygenPress,DataType,TissueArea,TissueMass,Fo'_or_Fo,Fm'_or_Fm,Fs,MeasLight
+NoUnit,HHMMSS,Second,umol/m2/s,umol/m2/s,mol/m2/s,umol/mol,mmol/m2/s,kPa,cm2,NA,mol/m2/s,oC,oC,oC,umol/mol,umol/mol,mmol/mol,mmol/mol,%,%,umol/s,umol/m2/s,umol/m2/s,Kpa,umol/mol,mmol/mol,NA,NA,NA,KPA,123Flu11_25ACi31_45ALight_9999others,cm2,gram,Arb_Unit,Arb_Unit,Arb_Unit,umolm-2s-1
+2,11:26:17,681.5,6.707855907,6.707855907,0.066161416,185.9999057,0.936751155,1.386027641,2,1,9.289719582,29.09575272,29.91356087,28.63459015,360.0646362,355.3765869,27.71545029,28.32151604,69.04498291,70.5548172,300.3703613,500.4228821,23.31687355,100.7472458,1.491710782,10.9474802,0.5,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+3,11:30:29,933.5,5.771831799,5.771831799,0.07942629,172.5935849,1.09826383,1.355495012,2,1,9.289719582,29.09716606,29.85159492,28.63698769,298.9832153,294.9247742,27.76527977,28.47566414,69.16172028,70.9312439,300.3979492,500.3692017,25.71452522,100.7446976,1.531658292,10.98022556,0.5,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+4,11:33:59,1144,4.325258223,4.325258223,0.085983618,151.023036,1.188274711,1.355434906,2,1,9.289719582,29.13848686,29.91317749,28.63607216,239.5308838,236.4640961,27.85741615,28.62590981,69.22337341,71.13302612,300.3952637,500.3513489,33.338871,100.741394,1.670513272,11.00670147,0.25,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
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+8,11:46:42,1906.5,7.34330065,7.34330065,0.118790057,268.5384085,1.59344573,1.319710687,2,1,9.289719582,29.33441162,29.95470619,28.83215523,380.8040466,375.516449,28.05409241,29.08415985,68.92025757,71.45082092,300.3884277,500.2626648,35.80098343,100.73069,1.607235074,11.10654354,0.25,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
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Core.Tests/Services/LeafInputData/LeafInput-valid.csv

@@ -0,0 +1,34 @@
+Investigator name: Valid Name,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Contact information: validname@ornl.gov,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Site name in full: FACE ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Vegetation type: tropical forest,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Soil type: dense soil,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+"Major species: Tulip Poplar, Oak",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Sample leaf light environment: heavily shaded from above,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Water stress assessment: Little to no stress,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Instrument used: Licor-6400,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Extra info: dear01,,,,sla/nut no. 2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+SiteID,Latitude(Degrees),Longitude(Degrees),Elevation,SampleYear,SampleDayOfYear,GrowSeasonStart,GrowSeasonEnd,StandAge,CanopyHeight,LeafAreaIndex,SpeciesSampled,AveTimeResolution,SampleHeight,LeafAge,SpecificLeafArea,LfNitrogenContent,LfCarbonContent,LfPhosphContent,WoodPorosity,SapWoodDensity,,,,,,,,,,,,,,,,,
+NoUnit,NorthPositive,EastPositive,m,NoUnit,DayOfYear,DayOfYear,DayOfYear,Year,m,m2/m2,NoBlankSpace,Minutes,m,days,cm2/g,%,%,%,NoUnit,g/cm3,,,,,,,,,,,,,,,,,
+Metropolitano ,8.98333,-79.55,-9999,2013,22,-9999,-9999,-9999,-9999,-9999,Dendropanax_arboreus,-9999,-9999,-9999,245.5609363,2.19,46.03,0.129929353,-9999,0.42,,,,,,,,,,,,,,,,,
+Gamma*,Kc,Ko,Alpha,Rd,gi,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Pa,Pa,Pa,NoUnit,umol/m2/s,umol/m2/s/Pa,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1.2,2.3,3.4,4.5,6.5,4.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Obs,HHMMSS,FTime,Photo,!AdjPhoto,!StomCond,!Ci,!Trmmol,!VpdL,Area,StmRat,BLCond,Tair,!Tleaf,TBlk,CO2R,CO2S,H2OR,H2OS,RH_R,RH_S,Flow,!PARi,PARo,Press,CsMch,HsMch,StableF,Status,PhiPS2,OxygenPress,DataType,TissueArea,TissueMass,Fo'_or_Fo,Fm'_or_Fm,Fs,MeasLight
+NoUnit,HHMMSS,Second,umol/m2/s,umol/m2/s,mol/m2/s,umol/mol,mmol/m2/s,kPa,cm2,NA,mol/m2/s,oC,oC,oC,umol/mol,umol/mol,mmol/mol,mmol/mol,%,%,umol/s,umol/m2/s,umol/m2/s,Kpa,umol/mol,mmol/mol,NA,NA,NA,KPA,123Flu11_25ACi31_45ALight_9999others,cm2,gram,Arb_Unit,Arb_Unit,Arb_Unit,umolm-2s-1
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+3,11:30:29,933.5,5.771831799,5.771831799,0.07942629,172.5935849,1.09826383,1.355495012,2,1,9.289719582,29.09716606,29.85159492,28.63698769,298.9832153,294.9247742,27.76527977,28.47566414,69.16172028,70.9312439,300.3979492,500.3692017,25.71452522,100.7446976,1.531658292,10.98022556,0.5,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+4,11:33:59,1144,4.325258223,4.325258223,0.085983618,151.023036,1.188274711,1.355434906,2,1,9.289719582,29.13848686,29.91317749,28.63607216,239.5308838,236.4640961,27.85741615,28.62590981,69.22337341,71.13302612,300.3952637,500.3513489,33.338871,100.741394,1.670513272,11.00670147,0.25,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+5,11:37:31,1356,2.827309844,2.827309844,0.09812974,127.6065847,1.335534508,1.336460632,2,1,9.289719582,29.13998985,29.8854599,28.63371277,179.5149384,177.474411,27.88515472,28.74891472,69.28231049,71.42836761,300.347168,500.2981567,24.44124985,100.735611,1.570171475,11.03241634,0.5,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+6,11:41:04,1569,1.194818958,1.194818958,0.107753176,88.63161349,1.460041169,1.331723176,2,1,9.289719582,29.28667641,29.92069626,28.83418274,109.6109619,108.7097931,27.93833351,28.88233376,68.82578278,71.15132141,300.3964844,500.3841248,31.03587151,100.7314072,1.507373929,11.05681133,0.75,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+7,11:43:45,1729.5,-0.756032277,-0.756032277,0.1155767,51.30436732,1.560378208,1.327865608,2,1,9.289719582,29.31532288,29.95697784,28.83176422,41.28229904,41.7423172,27.99954605,29.00834846,68.86295319,71.34403229,300.3787842,500.3143005,24.70624542,100.7319412,1.261989713,11.08116055,0.5,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+8,11:46:42,1906.5,7.34330065,7.34330065,0.118790057,268.5384085,1.59344573,1.319710687,2,1,9.289719582,29.33441162,29.95470619,28.83215523,380.8040466,375.516449,28.05409241,29.08415985,68.92025757,71.45082092,300.3884277,500.2626648,35.80098343,100.73069,1.607235074,11.10654354,0.25,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+9,11:49:44,2089,7.904847079,7.904847079,0.110187779,290.9430443,1.476094614,1.316732146,2,1,9.289719582,29.30088615,29.93460655,28.82966614,420.2006836,414.5297546,28.11221123,29.06651115,69.19332123,71.54216003,300.364624,500.5073242,33.35251617,100.7255707,1.686336637,11.10749531,0.75,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+10,11:52:17,2242,8.412550198,8.412550198,0.107218775,329.0402424,1.427586651,1.308429964,2,1,9.289719582,29.2647934,29.87786865,28.83231163,470.3963318,464.3539124,28.08907318,29.01198196,69.28002167,71.55632019,300.391449,500.6035767,26.83644104,100.7247086,1.531368375,11.10119152,0.75,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+11,11:54:49,2394,8.942760877,8.942760877,0.099987679,369.6233746,1.337743766,1.313900888,2,1,9.289719582,29.23348236,29.8452034,28.83133125,530.1151733,523.6935425,28.01350403,28.87860107,69.21929932,71.35688782,300.3389282,500.8887329,22.21284676,100.7255859,1.323848844,11.08121204,0.5,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
+12,11:58:35,2620,9.558578395,9.558578395,0.088424049,437.1518216,1.230003596,1.364140129,2,1,9.289719582,29.38029861,29.99291992,29.02685356,630.2923584,623.4188232,27.9438591,28.73913193,68.45996857,70.40831757,300.4388733,500.8171997,22.24046707,100.7190247,1.161373258,11.05481243,0.25,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
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+14,12:03:46,2930.5,9.873834511,9.873834511,0.065068937,562.5871977,0.932179735,1.401146672,2,1,9.289719582,29.05545425,30.09852409,28.43083191,829.8916016,822.8070679,28.02915764,28.63202095,69.96215057,71.46692657,300.3963013,500.498291,37.39061737,100.7079849,0.278255582,11.03235149,0.5,111115,-9999,-9999,-9999,-9999,-9999,0,0,0,-9999
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Core.Tests/packages.config

@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="utf-8"?>
+<packages>
+  <package id="NUnit" version="3.0.0" targetFramework="net45" />
+</packages>

Core/App.config

@@ -0,0 +1,13 @@
+<?xml version="1.0" encoding="utf-8"?>
+<configuration>
+  <configSections>
+    <!-- For more information on Entity Framework configuration, visit http://go.microsoft.com/fwlink/?LinkID=237468 -->
+    <section name="entityFramework" type="System.Data.Entity.Internal.ConfigFile.EntityFrameworkSection, EntityFramework, Version=6.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089" requirePermission="false" />
+  </configSections>
+  <entityFramework>
+    <defaultConnectionFactory type="System.Data.Entity.Infrastructure.SqlConnectionFactory, EntityFramework" />
+    <providers>
+      <provider invariantName="System.Data.SqlClient" type="System.Data.Entity.SqlServer.SqlProviderServices, EntityFramework.SqlServer" />
+    </providers>
+  </entityFramework>
+</configuration>

Core/Core.csproj

@@ -0,0 +1,84 @@
+<?xml version="1.0" encoding="utf-8"?>
+<Project ToolsVersion="4.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+  <Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" />
+  <PropertyGroup>
+    <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
+    <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform>
+    <ProjectGuid>{25BAED75-7E75-4D11-90D9-358472054DF6}</ProjectGuid>
+    <OutputType>Library</OutputType>
+    <AppDesignerFolder>Properties</AppDesignerFolder>
+    <RootNamespace>LeafWeb.Core</RootNamespace>
+    <AssemblyName>Core</AssemblyName>
+    <TargetFrameworkVersion>v4.5</TargetFrameworkVersion>
+    <FileAlignment>512</FileAlignment>
+  </PropertyGroup>
+  <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' ">
+    <DebugSymbols>true</DebugSymbols>
+    <DebugType>full</DebugType>
+    <Optimize>false</Optimize>
+    <OutputPath>bin\Debug\</OutputPath>
+    <DefineConstants>DEBUG;TRACE</DefineConstants>
+    <ErrorReport>prompt</ErrorReport>
+    <WarningLevel>4</WarningLevel>
+  </PropertyGroup>
+  <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' ">
+    <DebugType>pdbonly</DebugType>
+    <Optimize>true</Optimize>
+    <OutputPath>bin\Release\</OutputPath>
+    <DefineConstants>TRACE</DefineConstants>
+    <ErrorReport>prompt</ErrorReport>
+    <WarningLevel>4</WarningLevel>
+  </PropertyGroup>
+  <ItemGroup>
+    <Reference Include="CsvHelper, Version=2.0.0.0, Culture=neutral, PublicKeyToken=8c4959082be5c823, processorArchitecture=MSIL">
+      <HintPath>..\packages\CsvHelper.2.13.2.0\lib\net40-client\CsvHelper.dll</HintPath>
+      <Private>True</Private>
+    </Reference>
+    <Reference Include="EntityFramework, Version=6.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089, processorArchitecture=MSIL">
+      <HintPath>..\packages\EntityFramework.6.1.3\lib\net45\EntityFramework.dll</HintPath>
+      <Private>True</Private>
+    </Reference>
+    <Reference Include="EntityFramework.SqlServer, Version=6.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089, processorArchitecture=MSIL">
+      <HintPath>..\packages\EntityFramework.6.1.3\lib\net45\EntityFramework.SqlServer.dll</HintPath>
+      <Private>True</Private>
+    </Reference>
+    <Reference Include="Fasterflect, Version=2.1.3.0, Culture=neutral, PublicKeyToken=38d18473284c1ca7, processorArchitecture=MSIL">
+      <HintPath>..\packages\fasterflect.2.1.3\lib\net40\Fasterflect.dll</HintPath>
+      <Private>True</Private>
+    </Reference>
+    <Reference Include="System" />
+    <Reference Include="System.ComponentModel.DataAnnotations" />
+    <Reference Include="System.Core" />
+    <Reference Include="System.Xml.Linq" />
+    <Reference Include="System.Data.DataSetExtensions" />
+    <Reference Include="Microsoft.CSharp" />
+    <Reference Include="System.Data" />
+    <Reference Include="System.Xml" />
+  </ItemGroup>
+  <ItemGroup>
+    <Compile Include="Models\LeafInput.cs" />
+    <Compile Include="Models\LeafInputData.cs" />
+    <Compile Include="Models\LeafInputFile.cs" />
+    <Compile Include="Models\LeafInputPhotosynthetic.cs" />
+    <Compile Include="Models\LeafInputSite.cs" />
+    <Compile Include="Properties\AssemblyInfo.cs" />
+    <Compile Include="Services\ParseInfoAttribute.cs" />
+    <Compile Include="Services\LeafInputCsvParser.cs" />
+    <Compile Include="Services\ParsedObjectFactory.cs" />
+    <Compile Include="Services\ParseException.cs" />
+    <Compile Include="Utility\StringExtensions.cs" />
+  </ItemGroup>
+  <ItemGroup>
+    <None Include="App.config" />
+    <None Include="packages.config" />
+  </ItemGroup>
+  <ItemGroup />
+  <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" />
+  <!-- To modify your build process, add your task inside one of the targets below and uncomment it. 
+       Other similar extension points exist, see Microsoft.Common.targets.
+  <Target Name="BeforeBuild">
+  </Target>
+  <Target Name="AfterBuild">
+  </Target>
+  -->
+</Project>

Core/Models/LeafInput.cs

@@ -0,0 +1,54 @@
+using System.Collections.Generic;
+using System.ComponentModel.DataAnnotations;
+using LeafWeb.Core.Services;
+
+namespace LeafWeb.Core.Models
+{
+	/// <summary>
+	/// Descriptive information about the investigator, 
+	/// contact information, the site,the sample leaf and its general environmental condition
+	/// </summary>
+	public class LeafInput
+	{
+		[Key]
+		public string LeafInputId { get; set; }
+
+		public string FileName { get; set; }
+
+		[ParseInfo(1, exampleValue: "First and last name")]
+		public string InvestigatorName { get; set; }
+
+		[ParseInfo(2, exampleValue: "Your email / mail addresses")]
+		public string ContactInformation { get; set; }
+
+		[ParseInfo(3, alternateTitle: "Site name in full", exampleValue: "Your site's identifier / name")]
+		public string SiteName { get; set; }
+
+		[ParseInfo(4, exampleValue: "Mixed forest / grasslands / croplands/ etc")]
+		public string VegetationType { get; set; }
+
+		[ParseInfo(5, exampleValue: "Soil type at your site")]
+		public string SoilType { get; set; }
+
+		[ParseInfo(6, exampleValue: "List of major species at the site")]
+		public string MajorSpecies { get; set; }
+
+		[ParseInfo(7, 
+			alternateTitle: "Sample leaf light environment",
+			exampleValue: "The general light environment in which the leaf is in (e.g. heavily shaded from above)")]
+		public string SampleLeafLightEnv { get; set; }
+
+		[ParseInfo(8, exampleValue: "Indicate whether there is water stress at the time of sampling")]
+		public string WaterStressAssessment { get; set; }
+
+		[ParseInfo(9, exampleValue: "For example - Licor-6400")]
+		public string InstrumentUsed { get; set; }
+
+		[ParseInfo(10, exampleValue: "Any extra information you feel would be helpful to put the sampled leaf in context")]
+		public string ExtraInfo { get; set; }
+
+		public virtual LeafInputSite Site { get; set; }
+		public virtual LeafInputPhotosynthetic Photosynthetic { get; set; }
+		public virtual IEnumerable<LeafInputData> Data { get; set; }
+	}
+}

Core/Models/LeafInputData.cs

@@ -0,0 +1,145 @@
+using System.ComponentModel.DataAnnotations;
+using LeafWeb.Core.Services;
+
+namespace LeafWeb.Core.Models
+{
+    /// <summary>
+	/// A/Ci data for a variety of analyses, including photosynthesis, stomatal conductance, internal conductance, water use efficiency.
+    /// </summary>
+    public class LeafInputData
+    {
+		public int ListOrder { get; set; }
+
+		/// <summary>the data point No.</summary>
+		[ParseInfo(1, units: "no unit")]
+		public double? Obs { get; set; }
+
+		/// <summary>clock time</summary>
+		[StringLength(8)]
+		[ParseInfo(2, units: "hh:mm:ss")]
+		public string HHMMSS { get; set; }
+
+		/// <summary>number of seconds since file opened</summary>
+		[ParseInfo(3, units: "seconds")]
+		public double? FTime { get; set; }
+
+		/// <summary>photosynthetic rate</summary>
+		[ParseInfo(4, units: "umol/m2/s")]
+		public double? Photo { get; set; }
+
+		/// <summary>adjusted photosynthetic rate (leakage corrected)</summary>
+		/// <remarks>required</remarks>
+		[ParseInfo(5, alternateTitle: "!AdjPhoto", units: "umol/m2/s")]
+		public double? AdjPhoto { get; set; }
+
+		/// <summary>stomatal conductance</summary>
+		/// <remarks>required</remarks>
+		[ParseInfo(6, alternateTitle: "!StomCond", units: "mol/m2/s")]
+		public double? StomCond { get; set; }
+
+		/// <summary>intercellular CO2 concentration (umol CO2 / mol moist air)</summary>
+		[ParseInfo(7, alternateTitle: "!Ci", units: "umol/mol")]
+		public double? Ci { get; set; }
+
+		/// <summary>transpiration rate</summary>
+		/// <remarks>must provide</remarks>
+		[ParseInfo(8, alternateTitle: "!Trmmol", units:"mmol/m2/s")]
+		public double? Trmmol { get; set; }
+
+		/// <summary>water vapor pressure deficit based on leaf temperature, must provide</summary>
+		[ParseInfo(9, alternateTitle: "!VpdL", units: "KPa")]
+		public double? VpdL { get; set; }
+
+		/// <summary>leaf area</summary>
+		[ParseInfo(10, units:"cm2")]
+		public double? Area { get; set; }
+
+		/// <summary>estimate of the ratio of stomatal conductances of one side of the leaf to the other</summary>
+		[ParseInfo(11, units: "NA")]
+		public double? StmRat { get; set; }
+
+		/// <summary>total boundary layer conductance</summary>
+		[ParseInfo(12, units: "mol/m2/s")]
+		public double? BLCond { get; set; }
+
+		/// <summary>temperature in sample cell</summary>
+		[ParseInfo(13, units: "oC")]
+		public double? Tair { get; set; }
+
+		/// <summary>temperature of leaf thermocouple</summary>
+		/// <remarks>required</remarks>
+		[ParseInfo(14, alternateTitle: "!Tleaf", units: "oC")]
+		public double? Tleaf { get; set; }
+
+		/// <summary>IRGA Block temperature</summary>
+		[ParseInfo(15, units: "oC")]
+		public double? TBlk { get; set; }
+
+		/// <summary>reference CO2 concentration</summary>
+		[ParseInfo(16, units: "umol/mol")]
+		public double? CO2R { get; set; }
+
+		/// <summary>Sample CO2 concentration</summary>
+		[ParseInfo(17, units: "umol/mol")]
+		public double? CO2S { get; set; }
+
+		/// <summary>reference cell water vapor concentration</summary>
+		[ParseInfo(18, units: "mmol/mol")]
+		public double? H2OR { get; set; }
+
+		/// <summary>sample cell water vapor concentration</summary>
+		[ParseInfo(19, units: "mmol/mol")]
+		public double? H2OS { get; set; }
+
+		/// <summary>(%) Reference cell relative humidity</summary>
+		[ParseInfo(20)]
+		public double? RH_R { get; set; }
+
+		/// <summary>(%) sample cell relative humidity</summary>
+		[ParseInfo(21)]
+		public double? RH_S { get; set; }
+
+		/// <summary>(umol/s) molar flow rate of air entering the leaf chamber</summary>
+		[ParseInfo(22)]
+		public double? Flow { get; set; }
+
+		/// <summary> PAR measured by the in-chamber quantum sensor</summary>
+		/// <remarks>required</remarks>
+		[ParseInfo(23, alternateTitle: "!PARi", units: "umol/m2/s")]
+		public double? PARi { get; set; }
+
+		/// <summary>PAR measured by the external quantum sensor</summary>
+		[ParseInfo(24, units: "umol/m2/s")]
+		public double? PARo { get; set; }
+
+		/// <summary>atmospheric pressure</summary>
+		[ParseInfo(25, units: "KPa")]
+		public double? Press { get; set; }
+
+		/// <summary>sample CO2 offset</summary>
+		[ParseInfo(26, units: "umol/mol")]
+		public double? CsMch { get; set; }
+
+		/// <summary>sample H2O offset</summary>
+		[ParseInfo(27, units: "mmol/mol")]
+		public double? HsMch { get; set; }
+
+		/// <summary>a stability indicator as a decimal value</summary>
+		[ParseInfo(28, units: "NA")]
+		public double? StableF { get; set; }
+
+		/// <summary>status flag</summary>
+		[ParseInfo(29, units: "NA")]
+		public string Status { get; set; }
+
+		/// <summary>DeltaF/Fm, the fraction of absorbed PSII photons that are used in photochemistry</summary>
+		[ParseInfo(30, units: "NA")]
+		public double? PhiPS2 { get; set; }
+
+		/// <summary>atmospheric O2 partial pressure</summary>
+		[ParseInfo(31, units: "Pa")]
+		public double? OxygenPress { get; set; }
+
+		public virtual LeafInput LeafInput { get; set; }
+    }
+}

Core/Models/LeafInputFile.cs

@@ -0,0 +1,11 @@
+using System.ComponentModel.DataAnnotations;
+
+namespace LeafWeb.Core.Models
+{
+	public class LeafInputFile
+	{
+		[Key]
+		public string LeafInputId { get; set; }
+		public byte[] File { get; set; }
+	}
+}

Core/Models/LeafInputPhotosynthetic.cs

@@ -0,0 +1,41 @@
+using LeafWeb.Core.Services;
+
+namespace LeafWeb.Core.Models
+{
+	/// <summary>
+	/// Photosynthetic parameters of Leaf Input
+	/// </summary>
+	public class LeafInputPhotosynthetic
+	{
+		/// <summary>chloroplastic CO2 photocompensation point</summary>
+		/// <remarks>must be positive</remarks>
+		[ParseInfo(1, alternateTitle:"Gamma*", units: "Pa")]
+		public double GammaStar { get; set; }
+
+		/// <summary>Michaelis-Menten constant for RuBP carboxylation</summary>
+		/// <remarks>must be positive</remarks>
+		[ParseInfo(2, units: "Pa")]
+		public double Kc { get; set; }
+
+		/// <summary>Michaelis-Menten constant for RuBP oxygenation</summary>
+		/// <remarks>must be positive</remarks>
+		[ParseInfo(3, units: "Pa")]
+		public double Ko { get; set; }
+
+		/// <summary>the fraction of glycolate carbon not returned to the chloroplast</summary>
+		/// <remarks>must be between 0~1 if provided</remarks>
+		[ParseInfo(4)]
+		public double Alpha { get; set; }
+
+		/// <summary>dark respiration</summary>
+		/// <remarks>must be positive if provided</remarks>
+		[ParseInfo(5, units: "umol/m2/s")]
+		public double Rd { get; set; }
+
+		/// <summary>internal (also known as mesophyll) conductance</summary>
+		[ParseInfo(6, units: "umol/m2/s/Pa")]
+		public double gi { get; set; }
+
+		public virtual LeafInput LeafInput { get; set; }
+	}
+}

Core/Models/LeafInputSite.cs

@@ -0,0 +1,96 @@
+using LeafWeb.Core.Services;
+
+namespace LeafWeb.Core.Models
+{
+	/// <summary>
+	/// Contains info about the site such as elevation, canopy height, site ID, etc
+    /// </summary>
+    public class LeafInputSite
+    {
+		/// <summary>Site identifier</summary>
+		/// <remarks>do not leave blank between letters</remarks>
+		[ParseInfo(1)]
+		public string SiteID { get; set; }
+
+		/// <summary>Site latitude, northern hermisphere positive</summary>
+		[ParseInfo(2, units:"degrees")]
+		public double? Latitude { get; set; }
+
+		/// <summary>Site longitude, east positive</summary>
+		[ParseInfo(3, units: "degrees")]
+		public double? Longitude { get; set; }
+
+		/// <summary>site elevation</summary>
+		[ParseInfo(4, units: "m")]
+		public double? Elevation { get; set; }
+
+		/// <summary>the year when the A/Ci data is taken</summary>
+		[ParseInfo(5, units: "year")]
+		public int? SampleYear { get; set; }
+
+		/// <summary>the day of year (since 1 Jan) when the A/Ci data is taken</summary>
+		[ParseInfo(6, units: "day")]
+		public int? SampleDayOfYear { get; set; }
+
+		/// <summary>the approximate start day (since 1 Jan) of growing season</summary>
+		[ParseInfo(7, units: "day")]
+		public int? GrowSeasonStart { get; set; }
+
+		/// <summary>the approximate end day (since 1 Jan) of growing season</summary>
+		[ParseInfo(8, units: "day")]
+		public int? GrowSeasonEnd { get; set; }
+
+		/// <summary>stand age since the last disturbance</summary>
+		[ParseInfo(9, units: "year")]
+		public double? StandAge { get; set; }
+
+		/// <summary>the height of the canopy</summary>
+		[ParseInfo(10, units: "m")]
+		public double? CanopyHeight { get; set; }
+
+		/// <summary>the leaf area index in the middle of growing season</summary>
+		[ParseInfo(11, units: "m2/m2")]
+		public double? LeafAreaIndex { get; set; }
+
+		/// <summary>the species of the leaf sample</summary>
+		/// <remarks>don't leave blank between letters</remarks>
+		[ParseInfo(12, units: "dimensionless")]
+		public string SpeciesSampled { get; set; }
+
+		/// <summary>the average time interval between two consecutive A/Ci data points</summary>
+		[ParseInfo(13, alternateTitle: "AveTimeResolution", units: "minutes")]
+		public double? AverageTimeResolution { get; set; }
+
+		/// <summary>the height at which the leaf is located</summary>
+		[ParseInfo(14, units: "m")]
+		public double? SampleHeight { get; set; }
+
+		/// <summary>the age of the leaf</summary>
+		[ParseInfo(15, units: "day")]
+		public int? LeafAge { get; set; }
+
+		/// <summary>specific leaf area of the sample</summary>
+		[ParseInfo(16, units: "cm2/g")]
+		public double? SpecificLeafArea { get; set; }
+
+		/// <summary>dry leaf nitrogen content of the sample</summary>
+		[ParseInfo(17, units: "%")]
+		public double? LfNitrogenContent { get; set; }
+
+		/// <summary>dry leaf carbon content of the sample</summary>
+		[ParseInfo(18, units: "%")]
+		public double? LfCarbonContent { get; set; }
+
+		/// <summary>dry leaf phosphorus content of the sample</summary>
+		[ParseInfo(19, units: "%")]
+		public double? LfPhosphContent { get; set; }
+
+		// WoodPorosity
+
+		// SapWoodDensity
+
+		// DataType,TissueArea,TissueMass,Fo'_or_Fo,Fm'_or_Fm,Fs,MeasLight
+
+		public virtual LeafInput LeafInput { get; set; }
+	}
+}

Core/Properties/AssemblyInfo.cs

@@ -0,0 +1,36 @@
+using System.Reflection;
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+
+// General Information about an assembly is controlled through the following 
+// set of attributes. Change these attribute values to modify the information
+// associated with an assembly.
+[assembly: AssemblyTitle("Core")]
+[assembly: AssemblyDescription("")]
+[assembly: AssemblyConfiguration("")]
+[assembly: AssemblyCompany("")]
+[assembly: AssemblyProduct("Core")]
+[assembly: AssemblyCopyright("Copyright ©  2015")]
+[assembly: AssemblyTrademark("")]
+[assembly: AssemblyCulture("")]
+
+// Setting ComVisible to false makes the types in this assembly not visible 
+// to COM components.  If you need to access a type in this assembly from 
+// COM, set the ComVisible attribute to true on that type.
+[assembly: ComVisible(false)]
+
+// The following GUID is for the ID of the typelib if this project is exposed to COM
+[assembly: Guid("678132a7-2bfc-426b-a14a-761822c06bd5")]
+
+// Version information for an assembly consists of the following four values:
+//
+//      Major Version
+//      Minor Version 
+//      Build Number
+//      Revision
+//
+// You can specify all the values or you can default the Build and Revision Numbers 
+// by using the '*' as shown below:
+// [assembly: AssemblyVersion("1.0.*")]
+[assembly: AssemblyVersion("1.0.0.0")]
+[assembly: AssemblyFileVersion("1.0.0.0")]

Core/Services/LeafInputCsvParser.cs

@@ -0,0 +1,155 @@
+using System;
+using System.Collections.Generic;
+using System.IO;
+using CsvHelper;
+using CsvHelper.Configuration;
+using LeafWeb.Core.Models;
+
+namespace LeafWeb.Core.Services
+{
+	public class LeafInputCsvParser : IDisposable
+	{
+		private readonly FileSystemInfo _csvFile;
+		private readonly StreamReader _reader;
+		private readonly CsvReader _csv;
+		
+		public LeafInputCsvParser(FileSystemInfo csvFile)
+		{
+			_csvFile = csvFile;
+			if (!csvFile.Exists)
+				throw new FileNotFoundException("Cannot find file '" + csvFile.Name + "'");
+
+			_reader = File.OpenText(csvFile.FullName);
+			var csvConfiguration = new CsvConfiguration {HasHeaderRecord = false};
+			_csv = new CsvReader(_reader, csvConfiguration);
+		}
+
+		public LeafInput Parse()
+		{
+			// First 10 lines
+			var leafInput = ParseLeafInput();
+			leafInput.FileName = _csvFile.Name;
+
+			// Next 3 (Header, Units, and Values)
+			leafInput.Site = ParseLeafInputSite();
+
+			// Next 3 (Header, Units, and Values)
+			leafInput.Photosynthetic = ParseLeafInputPhotosynthetic();
+
+			// Remaining lines (Header, Units, and Data)
+			leafInput.Data = ParseLeafInputData();
+			
+			return leafInput;
+		}
+
+		private LeafInput ParseLeafInput()
+		{
+			var items = new List<string>();
+			for (var i = 0; i < 10; i++)
+			{
+				if (!_csv.Read())
+					throw new ParseException("Could not read line number " + _csv.Row);
+
+				string field;
+				if (!_csv.TryGetField(0, out field))
+					throw new ParseException("Could not read first field on line number " + _csv.Row);
+				items.Add(field);
+			}
+			return ParsedObjectFactory<LeafInput>.Create(items.ToArray());
+		}
+
+		private string[] GetNextCsvRowValues()
+		{
+			// get values from row
+			if (!_csv.Read())
+				return null;
+
+			// put all the values from this row into an array
+			var values = new List<string>();
+			var index = 0;
+			string value;
+			while (_csv.TryGetField(index, out value))
+			{
+				values.Add(value);
+				index++;
+			}
+			return values.ToArray();
+		}
+
+		private LeafInputSite ParseLeafInputSite()
+		{
+			var titles = GetNextCsvRowValues();
+			if (titles == null)
+				throw new ParseException("Could not read site header row on line number " + _csv.Row);
+			var units = GetNextCsvRowValues();
+			if (units == null)
+				throw new ParseException("Could not read site units row on line number " + _csv.Row);
+			var values = GetNextCsvRowValues();
+			if (values == null)
+				throw new ParseException("Could not read site value row on line number " + _csv.Row);
+		
+			var items = new List<Tuple<string, string>>();
+			for (var i = 0; i < titles.Length && i < values.Length; i++)
+			{
+				var item = Tuple.Create(titles[i], values[i]);
+				items.Add(item);
+			}
+			return ParsedObjectFactory<LeafInputSite>.Create(items.ToArray());
+		}
+
+		private LeafInputPhotosynthetic ParseLeafInputPhotosynthetic()
+		{
+			var titles = GetNextCsvRowValues();
+			if (titles == null)
+				throw new ParseException("Could not read photosynthetic header row on line number " + _csv.Row);
+			var units = GetNextCsvRowValues();
+			if (units == null)
+				throw new ParseException("Could not read photosynthetic units row on line number " + _csv.Row);
+			var values = GetNextCsvRowValues();
+			if (values == null)
+				throw new ParseException("Could not read photosynthetic value row on line number " + _csv.Row);
+		
+			var items = new List<Tuple<string, string>>();
+			for (var i = 0; i < titles.Length && i < values.Length; i++)
+			{
+				var item = Tuple.Create(titles[i], values[i]);
+				items.Add(item);
+			}
+			return ParsedObjectFactory<LeafInputPhotosynthetic>.Create(items.ToArray());
+		}
+
+		private LeafInputData[] ParseLeafInputData()
+		{
+			var titles = GetNextCsvRowValues();
+			if (titles == null)
+				throw new ParseException("Could not read data header row on line number " + _csv.Row);
+			var units = GetNextCsvRowValues();
+			if (units == null)
+				throw new ParseException("Could not read data units row on line number " + _csv.Row);
+
+			var valueArrays = new List<string[]>();
+			while (true)
+			{
+				var values = GetNextCsvRowValues();
+				if (values == null)
+					break;
+				valueArrays.Add(values);
+			}
+			return ParsedObjectFactory<LeafInputData>.Create(titles, valueArrays.ToArray());
+		}
+
+		public void Dispose()
+		{
+			_reader.Dispose();
+		}
+
+		public static void ExportCsv(string filename, IEnumerable<LeafInput> leafInputs)
+		{
+			using (var textWriter = new StreamWriter(filename))
+			{
+				var csv = new CsvWriter(textWriter);
+				csv.WriteRecords(leafInputs);
+			}
+		}
+	}
+}

Core/Services/ParseException.cs

@@ -0,0 +1,12 @@
+using System;
+
+namespace LeafWeb.Core.Services
+{
+	public class ParseException : Exception
+	{
+		public ParseException(string message)
+			: base(message)
+		{
+		}
+	}
+}

Core/Services/ParseInfoAttribute.cs

@@ -0,0 +1,46 @@
+using System;
+using System.Linq;
+using System.Runtime.CompilerServices;
+using LeafWeb.Core.Utility;
+
+namespace LeafWeb.Core.Services
+{
+	[AttributeUsage(AttributeTargets.Property, AllowMultiple = false, Inherited = true)]
+	public class ParseInfoAttribute : Attribute
+	{
+		public int Position { get; private set; }
+		public string Units { get; private set; }
+		public string Title { get; private set; }
+		public string AlterateTitle { get; private set; }
+		public string ExampleValue { get; private set; }
+		public string[] FieldNames
+		{
+			get
+			{
+				var fieldNames = new[] {Title, Title.SplitCamelCase()};
+				if (!string.IsNullOrEmpty(AlterateTitle))
+					fieldNames = fieldNames.Concat(new[] { AlterateTitle }).ToArray();
+				return fieldNames;
+			}
+		}
+
+		public ParseInfoAttribute(int position, [CallerMemberName]string title = null, string units = null, string alternateTitle = null, string exampleValue = null)
+		{
+			AlterateTitle = alternateTitle;
+			ExampleValue = exampleValue;
+			Title = title;
+			Position = position;
+			Units = units;
+		}
+		
+		public bool IsTitleMatch(string title)
+		{
+			return FieldNames.Any(t => string.Compare(title, t, StringComparison.InvariantCultureIgnoreCase) == 0);
+		}
+
+		public bool IsPositionMatch(int index)
+		{
+			return Position == index;
+		}
+	}
+}

Core/Services/ParsedObjectFactory.cs

@@ -0,0 +1,159 @@
+using System;
+using System.Linq;
+using System.Reflection;
+using Fasterflect;
+
+namespace LeafWeb.Core.Services
+{
+	public static class ParsedObjectFactory<T> where T : new()
+	{
+		private static PropertyInfo[] GetProperties()
+		{
+			var propertyInfos = typeof(T).Properties();
+			return propertyInfos.Where(p => p.HasAttribute<ParseInfoAttribute>()).ToArray();
+		}
+
+		/// <summary>
+		/// Create an object type T filling properties from the given title values
+		/// </summary>
+		/// <param name="titleValues">Colon separated title: values</param>
+		public static T Create(string[] titleValues)
+		{
+			var properties = GetProperties();
+			var obj = new T();
+			// take each of the 
+			for (var index = 0; index < titleValues.Length; index++)
+			{
+				PropertyInfo property = null;
+				string value = null;
+
+				var lineNumber = index + 1;
+				var row = titleValues[index];
+				var split = row.Split(':');
+				if (split.Length > 1)
+				{
+					// handles case for "Title : Value"
+					var title = split[0].Trim();
+					value = split[1].Trim();
+					property =
+						properties
+						.FirstOrDefault(p => p.Attribute<ParseInfoAttribute>().IsTitleMatch(title));
+				}
+				if (property == null)
+				{
+					// handles case for row number, i.e. "Value"
+					value = row.Trim();
+					property =
+						properties
+						.FirstOrDefault(p => p.Attribute<ParseInfoAttribute>().IsPositionMatch(lineNumber));
+				}
+
+				if (property != null)
+				{
+					object convertedVal;
+					if (!TryConvertValue(property, value, out convertedVal))
+						throw new ParseException(string.Format("Cannot convert value '{0}' for {1} at line number {2}", value, property.Name, lineNumber));
+					property.Set(obj, convertedVal);
+				}
+			}
+			return obj;
+		}
+
+		public static T[] Create(string[] titles, string[][] valueArrays)
+		{
+			var properties = GetProperties();
+			var objs = new T[valueArrays.Length];
+
+			for (var vIndex = 0; vIndex < valueArrays.Length; vIndex++)
+			{
+				var obj = new T();
+				var values = valueArrays[vIndex];
+				for (var tIndex = 0; tIndex < titles.Length; tIndex++)
+				{
+					var title = titles[tIndex];
+					var value = values[tIndex];
+					var position = tIndex + 1;
+
+					if (IsMissingValue(value))
+						continue;
+
+					var property = MatchProperty(properties, title, position);
+
+					if (property != null)
+					{
+						object convertedVal;
+						if (!TryConvertValue(property, value, out convertedVal))
+							throw new ParseException(string.Format("Cannot convert value '{0}' for {1} in position {2}", value, property.Name, position));
+						property.Set(obj, convertedVal);
+					}
+				}
+				objs[vIndex] = obj;
+			}
+			return objs;
+		}
+
+		public static T Create(Tuple<string, string>[] titleValues)
+		{
+			var properties = GetProperties();
+			var obj = new T();
+
+			for (var index = 0; index < titleValues.Length; index++)
+			{
+				var item = titleValues[index];
+				var position = index + 1;
+				var title = item.Item1.Trim();
+				var value = item.Item2.Trim();
+
+				if (IsMissingValue(value))
+					continue;
+
+				var property = MatchProperty(properties, title, position);
+
+				if (property != null)
+				{
+					object convertedVal;
+					if (!TryConvertValue(property, value, out convertedVal))
+						throw new ParseException(string.Format("Cannot convert value '{0}' for {1} in position {2}", value, property.Name, position));
+					property.Set(obj, convertedVal);
+				}
+			}
+			return obj;
+		}
+
+		private static bool IsMissingValue(string value)
+		{
+			return string.IsNullOrEmpty(value) || value == "NA" || value == "-9999";
+		}
+
+		private static PropertyInfo MatchProperty(PropertyInfo[] properties, string title, int position)
+		{
+			var property =
+				properties
+				.FirstOrDefault(p => p.Attribute<ParseInfoAttribute>().IsTitleMatch(title));
+
+			if (property == null)
+			{
+				property =
+					properties
+					.FirstOrDefault(p => p.Attribute<ParseInfoAttribute>().IsPositionMatch(position));
+			}
+			return property;
+		}
+
+		private static bool TryConvertValue(PropertyInfo property, object value, out object convertedValue)
+		{
+			try
+			{
+				// http://stackoverflow.com/questions/3531318/convert-changetype-fails-on-nullable-types
+				var t = Nullable.GetUnderlyingType(property.PropertyType) ?? property.PropertyType;
+				convertedValue = Convert.ChangeType(value, t);
+			}
+			catch (Exception)
+			{
+				convertedValue = null;
+				return false;
+			}
+			return true;
+		}
+	}
+}

Core/Utility/StringExtensions.cs

@@ -0,0 +1,17 @@
+using System;
+using System.Globalization;
+using System.Linq;
+
+namespace LeafWeb.Core.Utility
+{
+	public static class StringExtensions
+	{
+		public static string SplitCamelCase(this string str)
+		{
+			return str.Aggregate(
+				String.Empty,
+				(current, c) =>
+				current + (Char.IsUpper(c) && current.Length > 0 ? " " + c : c.ToString(CultureInfo.InvariantCulture)));
+		}
+	}
+}

Core/packages.config

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="utf-8"?>
+<packages>
+  <package id="CsvHelper" version="2.13.2.0" targetFramework="net45" />
+  <package id="EntityFramework" version="6.1.3" targetFramework="net45" />
+  <package id="fasterflect" version="2.1.3" targetFramework="net45" />
+</packages>

LeafWeb.sln

@@ -5,6 +5,10 @@ Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Web", "Web\Web.csproj", "{0
 EndProject
 Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Web.Tests", "Web.Tests\Web.Tests.csproj", "{0DBE7CB9-71B3-46BA-8045-0F1E36C1C8F7}"
 EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Core", "Core\Core.csproj", "{25BAED75-7E75-4D11-90D9-358472054DF6}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Core.Tests", "Core.Tests\Core.Tests.csproj", "{8207F6FE-EA80-41CA-81B5-ACD020FB0F3C}"
+EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
 		Debug|Any CPU = Debug|Any CPU
@@ -19,6 +23,14 @@ Global
 		{0DBE7CB9-71B3-46BA-8045-0F1E36C1C8F7}.Debug|Any CPU.Build.0 = Debug|Any CPU
 		{0DBE7CB9-71B3-46BA-8045-0F1E36C1C8F7}.Release|Any CPU.ActiveCfg = Release|Any CPU
 		{0DBE7CB9-71B3-46BA-8045-0F1E36C1C8F7}.Release|Any CPU.Build.0 = Release|Any CPU
+		{25BAED75-7E75-4D11-90D9-358472054DF6}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{25BAED75-7E75-4D11-90D9-358472054DF6}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{25BAED75-7E75-4D11-90D9-358472054DF6}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{25BAED75-7E75-4D11-90D9-358472054DF6}.Release|Any CPU.Build.0 = Release|Any CPU
+		{8207F6FE-EA80-41CA-81B5-ACD020FB0F3C}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{8207F6FE-EA80-41CA-81B5-ACD020FB0F3C}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{8207F6FE-EA80-41CA-81B5-ACD020FB0F3C}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{8207F6FE-EA80-41CA-81B5-ACD020FB0F3C}.Release|Any CPU.Build.0 = Release|Any CPU
 	EndGlobalSection
 	GlobalSection(SolutionProperties) = preSolution
 		HideSolutionNode = FALSE

Web.Tests/Web.Tests.csproj

@@ -7,7 +7,7 @@
     <ProjectGuid>{0DBE7CB9-71B3-46BA-8045-0F1E36C1C8F7}</ProjectGuid>
     <OutputType>Library</OutputType>
     <AppDesignerFolder>Properties</AppDesignerFolder>
-    <RootNamespace>Web.Tests</RootNamespace>
+    <RootNamespace>LeafWeb.Web.Tests</RootNamespace>
     <AssemblyName>Web.Tests</AssemblyName>
     <TargetFrameworkVersion>v4.5</TargetFrameworkVersion>
     <FileAlignment>512</FileAlignment>