public async Task TestReadMultipleRecordBatchAsync()
{
RecordBatch originalBatch1 = TestData.CreateSampleRecordBatch(length: 100);
RecordBatch originalBatch2 = TestData.CreateSampleRecordBatch(length: 50);
using (MemoryStream stream = new MemoryStream())
{
ArrowFileWriter writer = new ArrowFileWriter(stream, originalBatch1.Schema);
await writer.WriteRecordBatchAsync(originalBatch1);
await writer.WriteRecordBatchAsync(originalBatch2);
await writer.WriteEndAsync();
stream.Position = 0;
ArrowFileReader reader = new ArrowFileReader(stream);
RecordBatch readBatch1 = await reader.ReadRecordBatchAsync(0);
ArrowReaderVerifier.CompareBatches(originalBatch1, readBatch1);
RecordBatch readBatch2 = await reader.ReadRecordBatchAsync(1);
ArrowReaderVerifier.CompareBatches(originalBatch2, readBatch2);
// now read the first again, for random access
RecordBatch readBatch3 = await reader.ReadRecordBatchAsync(0);
ArrowReaderVerifier.CompareBatches(originalBatch1, readBatch3);
}
}
public async Task TestReadMultipleRecordBatchAsync()
{
RecordBatch originalBatch1 = TestData.CreateSampleRecordBatch(length: 100);
RecordBatch originalBatch2 = TestData.CreateSampleRecordBatch(length: 50);
using (MemoryStream stream = new MemoryStream())
{
ArrowFileWriter writer = new ArrowFileWriter(stream, originalBatch1.Schema);
await writer.WriteRecordBatchAsync(originalBatch1);
await writer.WriteRecordBatchAsync(originalBatch2);
await writer.WriteFooterAsync();
stream.Position = 0;
// the recordbatches by index are in reverse order - back to front.
// TODO: is this a bug??
ArrowFileReader reader = new ArrowFileReader(stream);
RecordBatch readBatch1 = await reader.ReadRecordBatchAsync(0);
ArrowReaderVerifier.CompareBatches(originalBatch2, readBatch1);
RecordBatch readBatch2 = await reader.ReadRecordBatchAsync(1);
ArrowReaderVerifier.CompareBatches(originalBatch1, readBatch2);
// now read the first again, for random access
RecordBatch readBatch3 = await reader.ReadRecordBatchAsync(0);
ArrowReaderVerifier.CompareBatches(originalBatch2, readBatch3);
}
}
public async Task Ctor_MemoryPool_AllocatesFromPool(bool shouldLeaveOpen)
{
RecordBatch originalBatch = TestData.CreateSampleRecordBatch(length: 100);
using (MemoryStream stream = new MemoryStream())
{
ArrowFileWriter writer = new ArrowFileWriter(stream, originalBatch.Schema);
await writer.WriteRecordBatchAsync(originalBatch);
await writer.WriteEndAsync();
stream.Position = 0;
var memoryPool = new TestMemoryAllocator();
ArrowFileReader reader = new ArrowFileReader(stream, memoryPool, leaveOpen: shouldLeaveOpen);
reader.ReadNextRecordBatch();
Assert.Equal(1, memoryPool.Statistics.Allocations);
Assert.True(memoryPool.Statistics.BytesAllocated > 0);
reader.Dispose();
if (shouldLeaveOpen)
{
Assert.True(stream.Position > 0);
}
else
{
Assert.Throws <ObjectDisposedException>(() => stream.Position);
}
}
}
public static async Task Main(string[] args)
{
// Use a specific memory pool from which arrays will be allocated (optional)
var memoryAllocator = new NativeMemoryAllocator(alignment: 64);
// Build a record batch using the Fluent API
var recordBatch = new RecordBatch.Builder(memoryAllocator)
.Append("Column A", false, col => col.Int32(array => array.AppendRange(Enumerable.Range(0, 10))))
.Append("Column B", false, col => col.Float(array => array.AppendRange(Enumerable.Range(0, 10).Select(x => Convert.ToSingle(x * 2)))))
.Append("Column C", false, col => col.String(array => array.AppendRange(Enumerable.Range(0, 10).Select(x => $"Item {x+1}"))))
.Append("Column D", false, col => col.Boolean(array => array.AppendRange(Enumerable.Range(0, 10).Select(x => x % 2 == 0))))
.Build();
// Print memory allocation statistics
Console.WriteLine("Allocations: {0}", memoryAllocator.Statistics.Allocations);
Console.WriteLine("Allocated: {0} byte(s)", memoryAllocator.Statistics.BytesAllocated);
// Write record batch to a file
using (var stream = File.OpenWrite("test.arrow"))
using (var writer = new ArrowFileWriter(stream, recordBatch.Schema))
{
await writer.WriteRecordBatchAsync(recordBatch);
await writer.WriteFooterAsync();
}
Console.WriteLine("Done");
Console.ReadKey();
}
public async Task WritesFooterAlignedMulitpleOf8()
{
RecordBatch originalBatch = TestData.CreateSampleRecordBatch(length: 100);
var stream = new MemoryStream();
var writer = new ArrowFileWriter(
stream,
originalBatch.Schema,
leaveOpen: true,
// use WriteLegacyIpcFormat, which only uses a 4-byte length prefix
// which causes the length prefix to not be 8-byte aligned by default
new IpcOptions()
{
WriteLegacyIpcFormat = true
});
await writer.WriteRecordBatchAsync(originalBatch);
await writer.WriteEndAsync();
stream.Position = 0;
var reader = new ArrowFileReader(stream);
int count = await reader.RecordBatchCountAsync();
Assert.Equal(1, count);
RecordBatch readBatch = await reader.ReadRecordBatchAsync(0);
ArrowReaderVerifier.CompareBatches(originalBatch, readBatch);
}
private static async Task TestReadRecordBatchHelper(
Func <ArrowFileReader, RecordBatch, Task> verificationFunc)
{
RecordBatch originalBatch = TestData.CreateSampleRecordBatch(length: 100);
using (MemoryStream stream = new MemoryStream())
{
ArrowFileWriter writer = new ArrowFileWriter(stream, originalBatch.Schema);
await writer.WriteRecordBatchAsync(originalBatch);
await writer.WriteFooterAsync();
stream.Position = 0;
ArrowFileReader reader = new ArrowFileReader(stream);
await verificationFunc(reader, originalBatch);
}
}
private async Task <int> JsonToArrow()
{
JsonFile jsonFile = await ParseJsonFile();
Schema schema = CreateSchema(jsonFile.Schema);
using (FileStream fs = ArrowFileInfo.Create())
{
ArrowFileWriter writer = new ArrowFileWriter(fs, schema);
await writer.WriteStartAsync();
foreach (var jsonRecordBatch in jsonFile.Batches)
{
RecordBatch batch = CreateRecordBatch(schema, jsonRecordBatch);
await writer.WriteRecordBatchAsync(batch);
}
await writer.WriteEndAsync();
await fs.FlushAsync();
}
return(0);
}
public async Task WritesFooterAlignedMulitpleOf8Async()
{
RecordBatch originalBatch = TestData.CreateSampleRecordBatch(length: 100);
var stream = new MemoryStream();
var writer = new ArrowFileWriter(
stream,
originalBatch.Schema,
leaveOpen: true,
// use WriteLegacyIpcFormat, which only uses a 4-byte length prefix
// which causes the length prefix to not be 8-byte aligned by default
new IpcOptions()
{
WriteLegacyIpcFormat = true
});
await writer.WriteRecordBatchAsync(originalBatch);
await writer.WriteEndAsync();
stream.Position = 0;
await ValidateRecordBatchFile(stream, originalBatch);
}