public void SingleDimVarUpdate512Aligned()
{
using (DataSet sourceDs = DataSet.Open("msds:memory"))
{
sourceDs.AddVariable <double>("b", Enumerable.Repeat(0, 1024).Select(a => (double)a).ToArray(), "i");
var svs = new SerializableVariableSchema("a", typeof(double), new string[] { "i" }, new System.Collections.Generic.Dictionary <string, object>());
using (AzureBlobDataSet ds = AzureBlobDataSet.ArrangeData(string.Format(@"msds:ab?Container=tests&Blob={0}&UseDevelopmentStorage=true", new Random().NextDouble()), sourceDs, new SerializableVariableSchema[] { svs }))
{
ds.Variables["a"].PutData(Enumerable.Repeat(1, 64).Select(a => (double)a).ToArray()); //64x8=512 bytes shape
}
}
}
public void ByteAndSByteDataTest()
{
const int xsize = 627;
string blobUri = @"msds:ab?UseDevelopmentStorage=true&Container=testcontainer767x9&Blob=testblob767x17";
var xaxis = new SerializableVariableSchema("x", typeof(Int32), new string[] { "x" }, null);
var ByteData = new SerializableVariableSchema("ByteData", typeof(Byte), new string[] { "x" }, null);
var SByteData = new SerializableVariableSchema("SByteData", typeof(SByte), new string[] { "x" }, null);
var xdim = new SerializableDimension("x", xsize);
var scheme = new SerializableDataSetSchema(new SerializableDimension[] { xdim }, new SerializableVariableSchema[] { xaxis, ByteData, SByteData },
new System.Collections.Generic.Dictionary <string, object>());
AzureBlobDataSet.CreateEmptySet(blobUri, scheme);
var x = new int[xsize];
var Bvals = new Byte[xsize];
var SBvals = new SByte[xsize];
for (int i = 0; i < xsize; ++i)
{
x[i] = i;
}
for (int i = 0; i < xsize; ++i)
{
Bvals[i] = (Byte)(i % 256);
SBvals[i] = (SByte)(i % 256 - 128);
}
AzureBlobDataSet set = new AzureBlobDataSet(blobUri);
set["x"].PutData(x);
set["ByteData"].PutData(Bvals);
set["SByteData"].PutData(SBvals);
var receivedByteData = (Byte[])set["ByteData"].GetData();
var receivedSByteData = (SByte[])set["SByteData"].GetData();
for (int i = 0; i < xsize; ++i)
{
Assert.AreEqual((Byte)(i % 256), receivedByteData[i]);
Assert.AreEqual((SByte)(i % 256 - 128), receivedSByteData[i]);
}
}
public void TestMethod1()
{
string uri = @"msds:nc?file=air_9times.nc&openMode=readOnly";
DataSet d = DataSet.Open(uri);
string blobUri = @"msds:ab?UseDevelopmentStorage=true&Container=testcontainer767x9&Blob=testblob767x9";
var schema = new SerializableVariableSchema("testvar", typeof(Int32), new string[] { "lat" }, new System.Collections.Generic.Dictionary <string, object>());
schema.Metadata.Add("testData", new ObjectWithTypeString(true));
DataSet blobD = AzureBlobDataSet.ArrangeData(blobUri, d, new SerializableVariableSchema[] { schema });
foreach (var i in blobD.Variables)
{
Console.WriteLine(i.Name);
}
Single[] a = (Single[])blobD["lat"].GetData();
Single[] b = (Single[])d["lat"].GetData();
Assert.AreEqual(b.Length, a.Length);
for (int i = 0; i < a.Length; ++i)
{
Assert.AreEqual(a[i], b[i]);
}
Assert.AreEqual(d["lat"].Metadata.Count, blobD["lat"].Metadata.Count);
foreach (var i in blobD["lat"].Metadata)
{
Assert.IsTrue(d["lat"].Metadata.ContainsKey(i.Key));
if (i.Value is Array)
{
for (int j = 0; j < ((Array)i.Value).Length; ++j)
{
Assert.AreEqual(((Array)d["lat"].Metadata[i.Key]).GetValue(j), ((Array)i.Value).GetValue(j));
}
}
else
{
Assert.AreEqual(d["lat"].Metadata[i.Key], i.Value);
}
}
foreach (var i in blobD.Metadata)
{
Assert.IsTrue(d.Metadata.ContainsKey(i.Key));
if (i.Value is Array)
{
for (int j = 0; j < ((Array)i.Value).Length; ++j)
{
Assert.AreEqual(((Array)d.Metadata[i.Key]).GetValue(j), ((Array)i.Value).GetValue(j));
}
}
else
{
Assert.AreEqual(d.Metadata[i.Key], i.Value);
}
}
Assert.AreEqual(true, blobD["testvar"].Metadata["testData"]);
uri = @"msds:nc?file=air_8times.nc&openMode=readOnly";
d = DataSet.Open(uri);
blobUri = @"msds:ab?UseDevelopmentStorage=true&Container=testcontainer767x9&Blob=testblob767x9";
blobD = AzureBlobDataSet.ArrangeData(blobUri, d, new SerializableVariableSchema[0]);
int[] airShapeBlob = blobD["air0"].GetShape();
int[] airShape = d["air0"].GetShape();
Assert.AreEqual(airShape.Length, airShapeBlob.Length);
for (int i = 0; i < airShape.Length; ++i)
{
Assert.AreEqual(airShape[i], airShapeBlob[i]);
}
Single[, ,] airBlob = (Single[, , ])blobD["air0"].GetData(new int[] { 3, 0, 0 }, new int[] { 2, airShapeBlob[1], airShapeBlob[2] });
Single[, ,] air = (Single[, , ])d["air0"].GetData(new int[] { 3, 0, 0 }, new int[] { 2, airShape[1], airShape[2] });
for (int i = 0; i < 2; ++i)
{
for (int j = 0; j < airShapeBlob[1]; ++j)
{
for (int k = 0; k < airShapeBlob[2]; ++k)
{
Assert.AreEqual(air[i, j, k], airBlob[i, j, k]);
}
}
}
blobD["air0"].PutData(new int[] { 3, 0, 0 }, air);
airBlob = (Single[, , ])blobD["air0"].GetData(new int[] { 3, 0, 0 }, new int[] { 2, airShapeBlob[1], airShapeBlob[2] });
for (int i = 0; i < 2; ++i)
{
for (int j = 0; j < airShapeBlob[1]; ++j)
{
for (int k = 0; k < airShapeBlob[2]; ++k)
{
Assert.AreEqual(air[i, j, k], airBlob[i, j, k]);
}
}
}
DateTime[] datesBlob = (DateTime[])blobD["_time_subset"].GetData();
DateTime[] dates = (DateTime[])d["_time_subset"].GetData();
Assert.AreEqual(dates.Length, datesBlob.Length);
for (int i = 0; i < dates.Length; ++i)
{
Assert.AreEqual(dates[i], datesBlob[i]);
}
blobD["_time_subset"].PutData(dates);
datesBlob = (DateTime[])blobD["_time_subset"].GetData();
Assert.AreEqual(dates.Length, datesBlob.Length);
for (int i = 0; i < dates.Length; ++i)
{
Assert.AreEqual(dates[i], datesBlob[i]);
}
}
public void ByteAndSByte3DDataTest()
{
const int xsize = 157;
const int ysize = 231;
const int zsize = 73;
string blobUri = @"msds:ab?UseDevelopmentStorage=true&Container=testcontainer767x9&Blob=testblob767x10";
var xaxis = new SerializableVariableSchema("x", typeof(Int32), new string[] { "x" }, null);
var yaxis = new SerializableVariableSchema("y", typeof(Int32), new string[] { "y" }, null);
var zaxis = new SerializableVariableSchema("z", typeof(Int32), new string[] { "z" }, null);
var ByteData = new SerializableVariableSchema("ByteData", typeof(Byte), new string[] { "x", "y", "z" }, null);
var SByteData = new SerializableVariableSchema("SByteData", typeof(SByte), new string[] { "x", "y", "z" }, null);
var xdim = new SerializableDimension("x", xsize);
var ydim = new SerializableDimension("y", ysize);
var zdim = new SerializableDimension("z", zsize);
var scheme = new SerializableDataSetSchema(new SerializableDimension[] { xdim, ydim, zdim }, new SerializableVariableSchema[] { xaxis, yaxis, zaxis, ByteData, SByteData },
new System.Collections.Generic.Dictionary <string, object>());
AzureBlobDataSet.CreateEmptySet(blobUri, scheme);
var x = new int[xsize];
var y = new int[ysize];
var z = new int[zsize];
var Bvals = new Byte[xsize, ysize, zsize];
var SBvals = new SByte[xsize, ysize, zsize];
for (int i = 0; i < xsize; ++i)
{
x[i] = i;
}
for (int i = 0; i < ysize; ++i)
{
y[i] = i;
}
for (int i = 0; i < zsize; ++i)
{
z[i] = i;
}
for (int i = 0; i < xsize; ++i)
{
for (int j = 0; j < ysize; ++j)
{
for (int k = 0; k < zsize; ++k)
{
Bvals[i, j, k] = (Byte)((i + j + k) % 256);
SBvals[i, j, k] = (SByte)((i + j + k) % 256 - 128);
}
}
}
AzureBlobDataSet set = new AzureBlobDataSet(blobUri);
set["x"].PutData(x);
set["y"].PutData(y);
set["z"].PutData(z);
set["ByteData"].PutData(Bvals);
set["SByteData"].PutData(SBvals);
var receivedByteData = (Byte[, , ])set["ByteData"].GetData();
var receivedSByteData = (SByte[, , ])set["SByteData"].GetData();
for (int i = 0; i < xsize; ++i)
{
for (int j = 0; j < ysize; ++j)
{
for (int k = 0; k < zsize; ++k)
{
Assert.AreEqual((Byte)((i + j + k) % 256), receivedByteData[i, j, k]);
Assert.AreEqual((SByte)((i + j + k) % 256 - 128), receivedSByteData[i, j, k]);
}
}
}
}
public void AzureBlobDataSetTest4CreateSetWithSmallData()
{
string uri = @"msds:nc?file=air_9times.nc&openMode=readOnly";
DataSet d = DataSet.Open(uri);
string blobUri = @"msds:ab?UseDevelopmentStorage=true&Container=testcontainer767x9&Blob=testblob767x9";
var schema = new SerializableVariableSchema("testvar", typeof(Int32), new string[] { "lat" }, new System.Collections.Generic.Dictionary <string, object>());
schema.Metadata.Add("testData", new ObjectWithTypeString(true));
DateTime dateTimeNow = DateTime.Now;
schema.Metadata.Add("dateTime", new ObjectWithTypeString(dateTimeNow));
//DataSet blobD = AzureBlobDataSet.ArrangeData(blobUri, d, new SerializableVariableSchema[] { schema });
System.Collections.Generic.Dictionary <string, Array> dataToPut = new System.Collections.Generic.Dictionary <string, Array>();
foreach (var v in d.Variables)
{
dataToPut.Add(v.Name, v.GetData());
}
var dsscheme = d.GetSerializableSchema();
var varList = dsscheme.Variables.ToList();
varList.Add(schema);
dsscheme.Variables = varList.ToArray();
DataSet blobD = AzureBlobDataSet.CreateSetWithSmallData(blobUri, dsscheme, dataToPut);
var json1 = JsonConvert.SerializeObject(blobD, Formatting.Indented,
new JsonSerializerSettings()
{
ReferenceLoopHandling = ReferenceLoopHandling.Ignore
});
foreach (var i in blobD.Variables)
{
Console.WriteLine(i.Name);
}
Single[] a = (Single[])blobD["lat"].GetData();
Single[] b = (Single[])d["lat"].GetData();
var json2 = JsonConvert.SerializeObject(a, Formatting.Indented,
new JsonSerializerSettings()
{
ReferenceLoopHandling = ReferenceLoopHandling.Ignore
});
Assert.AreEqual(b.Length, a.Length);
for (int i = 0; i < a.Length; ++i)
{
Assert.AreEqual(a[i], b[i]);
}
Assert.AreEqual(d["lat"].Metadata.Count, blobD["lat"].Metadata.Count);
foreach (var i in blobD["lat"].Metadata)
{
Assert.IsTrue(d["lat"].Metadata.ContainsKey(i.Key));
if (i.Value is Array)
{
for (int j = 0; j < ((Array)i.Value).Length; ++j)
{
Assert.AreEqual(((Array)d["lat"].Metadata[i.Key]).GetValue(j), ((Array)i.Value).GetValue(j));
}
}
else
{
Assert.AreEqual(d["lat"].Metadata[i.Key], i.Value);
}
}
foreach (var i in blobD.Metadata)
{
Assert.IsTrue(d.Metadata.ContainsKey(i.Key));
if (i.Value is Array)
{
for (int j = 0; j < ((Array)i.Value).Length; ++j)
{
Assert.AreEqual(((Array)d.Metadata[i.Key]).GetValue(j), ((Array)i.Value).GetValue(j));
}
}
else
{
Assert.AreEqual(d.Metadata[i.Key], i.Value);
}
}
Assert.AreEqual(true, blobD["testvar"].Metadata["testData"]);
double deltaTimes = (dateTimeNow - (DateTime)blobD["testvar"].Metadata["dateTime"]).TotalMilliseconds;
Assert.IsTrue(Math.Abs(deltaTimes) <= 1.0);//JSON somewhat cuts DateTimes :(
//Assert.AreEqual(dateTimeNow, blobD["testvar"].Metadata["dateTime"]);
uri = @"msds:nc?file=air_8times.nc&openMode=readOnly";
d = DataSet.Open(uri);
blobUri = @"msds:ab?UseDevelopmentStorage=true&Container=testcontainer767x9&Blob=testblob767x9";
//blobD = AzureBlobDataSet.ArrangeData(blobUri, d, new SerializableVariableSchema[0]);
dataToPut = new System.Collections.Generic.Dictionary <string, Array>();
foreach (var v in d.Variables)
{
dataToPut.Add(v.Name, v.GetData());
}
dsscheme = d.GetSerializableSchema();
blobD = AzureBlobDataSet.CreateSetWithSmallData(blobUri, dsscheme, dataToPut);
int[] airShapeBlob = blobD["air0"].GetShape();
int[] airShape = d["air0"].GetShape();
Assert.AreEqual(airShape.Length, airShapeBlob.Length);
for (int i = 0; i < airShape.Length; ++i)
{
Assert.AreEqual(airShape[i], airShapeBlob[i]);
}
Single[, ,] airBlob = (Single[, , ])blobD["air0"].GetData(new int[] { 3, 0, 0 }, new int[] { 2, airShapeBlob[1], airShapeBlob[2] });
Single[, ,] air = (Single[, , ])d["air0"].GetData(new int[] { 3, 0, 0 }, new int[] { 2, airShape[1], airShape[2] });
for (int i = 0; i < 2; ++i)
{
for (int j = 0; j < airShapeBlob[1]; ++j)
{
for (int k = 0; k < airShapeBlob[2]; ++k)
{
Assert.AreEqual(air[i, j, k], airBlob[i, j, k]);
}
}
}
blobD["air0"].PutData(new int[] { 3, 0, 0 }, air);
airBlob = (Single[, , ])blobD["air0"].GetData(new int[] { 3, 0, 0 }, new int[] { 2, airShapeBlob[1], airShapeBlob[2] });
for (int i = 0; i < 2; ++i)
{
for (int j = 0; j < airShapeBlob[1]; ++j)
{
for (int k = 0; k < airShapeBlob[2]; ++k)
{
Assert.AreEqual(air[i, j, k], airBlob[i, j, k]);
}
}
}
DateTime[] datesBlob = (DateTime[])blobD["_time_subset"].GetData();
DateTime[] dates = (DateTime[])d["_time_subset"].GetData();
Assert.AreEqual(dates.Length, datesBlob.Length);
for (int i = 0; i < dates.Length; ++i)
{
Assert.AreEqual(dates[i], datesBlob[i]);
}
blobD["_time_subset"].PutData(dates);
datesBlob = (DateTime[])blobD["_time_subset"].GetData();
Assert.AreEqual(dates.Length, datesBlob.Length);
for (int i = 0; i < dates.Length; ++i)
{
Assert.AreEqual(dates[i], datesBlob[i]);
}
Single[, ,] airBlob2 = (Single[, , ])blobD["air0"].GetData(new int[] { 3, 2, 2 }, new int[] { 2, 5, 7 });
Single[, ,] air2 = (Single[, , ])d["air0"].GetData(new int[] { 3, 2, 2 }, new int[] { 2, 5, 7 });
for (int i = 0; i < 2; ++i)
{
for (int j = 0; j < 5; ++j)
{
for (int k = 0; k < 7; ++k)
{
Assert.AreEqual(air2[i, j, k], airBlob2[i, j, k]);
}
}
}
blobUri = @"msds:ab?UseDevelopmentStorage=true&Container=testcontainer767x9&Blob=testblob767x10";
blobD = AzureBlobDataSet.CreateEmptySet(blobUri, d.GetSerializableSchema());
blobD["_time_subset"].PutData(dates);
datesBlob = (DateTime[])blobD["_time_subset"].GetData();
Assert.AreEqual(dates.Length, datesBlob.Length);
for (int i = 0; i < dates.Length; ++i)
{
Assert.AreEqual(dates[i], datesBlob[i]);
}
}
public void AzureBlobDataSetTest2()
{
const int xsize = 157;
const int ysize = 231;
const int zsize = 73;
string blobUri = @"msds:ab?UseDevelopmentStorage=true&Container=testcontainer767x9&Blob=testblob767x10";
var xaxis = new SerializableVariableSchema("x", typeof(Int32), new string[] { "x" }, null);
var yaxis = new SerializableVariableSchema("y", typeof(Int32), new string[] { "y" }, null);
var zaxis = new SerializableVariableSchema("z", typeof(Int32), new string[] { "z" }, null);
var data = new SerializableVariableSchema("data", typeof(Int32), new string[] { "x", "y", "z" }, null);
var xdim = new SerializableDimension("x", xsize);
var ydim = new SerializableDimension("y", ysize);
var zdim = new SerializableDimension("z", zsize);
var scheme = new SerializableDataSetSchema(new SerializableDimension[] { xdim, ydim, zdim }, new SerializableVariableSchema[] { xaxis, yaxis, zaxis, data },
new System.Collections.Generic.Dictionary <string, object>());
scheme.Metadata.Add("metaTest", new ObjectWithTypeString(new string[] { "test1", "test2", "test3" }));
AzureBlobDataSet.CreateEmptySet(blobUri, scheme);
var x = new int[xsize];
var y = new int[ysize];
var z = new int[zsize];
var vals = new int[xsize, ysize, zsize];
for (int i = 0; i < xsize; ++i)
{
x[i] = i;
}
for (int i = 0; i < ysize; ++i)
{
y[i] = i;
}
for (int i = 0; i < zsize; ++i)
{
z[i] = i;
}
for (int i = 0; i < xsize; ++i)
{
for (int j = 0; j < ysize; ++j)
{
for (int k = 0; k < zsize; ++k)
{
vals[i, j, k] = i * j * k;
}
}
}
AzureBlobDataSet set = new AzureBlobDataSet(blobUri);
set["x"].PutData(x);
set["y"].PutData(y);
set["z"].PutData(z);
set["data"].PutData(vals);
var receivedData = (int[, , ])set["data"].GetData();
for (int i = 0; i < xsize; ++i)
{
for (int j = 0; j < ysize; ++j)
{
for (int k = 0; k < zsize; ++k)
{
Assert.AreEqual(i * j * k, receivedData[i, j, k]);
}
}
}
var meta = (string[])set.Metadata["metaTest"];
Assert.AreEqual("test1", meta[0]);
Assert.AreEqual("test2", meta[1]);
Assert.AreEqual("test3", meta[2]);
}