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Add basic MATLAB tests for RecordBatchStreamReader class.
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%TRECORDBATCHSTREAMREADER Unit tests for arrow.io.ipc.RecordBatchStreamReader. | ||
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% Licensed to the Apache Software Foundation (ASF) under one or more | ||
% contributor license agreements. See the NOTICE file distributed with | ||
% this work for additional information regarding copyright ownership. | ||
% The ASF licenses this file to you under the Apache License, Version | ||
% 2.0 (the "License"); you may not use this file except in compliance | ||
% with the License. You may obtain a copy of the License at | ||
% | ||
% http://www.apache.org/licenses/LICENSE-2.0 | ||
% | ||
% Unless required by applicable law or agreed to in writing, software | ||
% distributed under the License is distributed on an "AS IS" BASIS, | ||
% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or | ||
% implied. See the License for the specific language governing | ||
% permissions and limitations under the License. | ||
classdef tRecordBatchStreamReader < matlab.unittest.TestCase | ||
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properties | ||
DataFolder | ||
ZeroBatchStreamFile | ||
OneBatchStreamFile | ||
MultipleBatchStreamFile | ||
end | ||
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properties (TestParameter) | ||
RecordBatchReadFcn = {@read, @readRecordBatch} | ||
end | ||
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methods(TestClassSetup) | ||
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function setupDataFolder(testCase) | ||
import matlab.unittest.fixtures.TemporaryFolderFixture | ||
fixture = testCase.applyFixture(TemporaryFolderFixture); | ||
testCase.DataFolder = string(fixture.Folder); | ||
end | ||
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function setupZeroBatchStreamFile(testCase) | ||
fieldA = arrow.field("A", arrow.string()); | ||
fieldB = arrow.field("B", arrow.float32()); | ||
schema = arrow.schema([fieldA, fieldB]); | ||
fname = fullfile(testCase.DataFolder, "ZeroBatchStreamFile.arrows"); | ||
writer = arrow.io.ipc.RecordBatchStreamWriter(fname, schema); | ||
writer.close(); | ||
testCase.ZeroBatchStreamFile = fname; | ||
end | ||
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function setupOneBatchStreamFile(testCase) | ||
t = table(["Row1"; "Row2"], single([1; 2]), VariableNames=["A", "B"]); | ||
recordBatch = arrow.recordBatch(t); | ||
fname = fullfile(testCase.DataFolder, "OneBatchFile.arrows"); | ||
writer = arrow.io.ipc.RecordBatchStreamWriter(fname, recordBatch.Schema); | ||
writer.writeRecordBatch(recordBatch); | ||
writer.close(); | ||
testCase.OneBatchStreamFile = fname; | ||
end | ||
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function setupMultipleBatchStreamFile(testCase) | ||
t1 = table(["Row1"; "Row2"], single([1; 2]), VariableNames=["A", "B"]); | ||
t2 = table(["Row3"; "Row4"], single([3; 4]), VariableNames=["A", "B"]); | ||
recordBatch1 = arrow.recordBatch(t1); | ||
recordBatch2 = arrow.recordBatch(t2); | ||
fname = fullfile(testCase.DataFolder, "MultipleBatchStreamFile.arrows"); | ||
writer = arrow.io.ipc.RecordBatchStreamWriter(fname, recordBatch1.Schema); | ||
writer.writeRecordBatch(recordBatch1); | ||
writer.writeRecordBatch(recordBatch2); | ||
writer.close(); | ||
testCase.MultipleBatchStreamFile = fname; | ||
end | ||
end | ||
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methods (Test) | ||
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function ZeroLengthFilenameError(testCase) | ||
% Verify RecordBatchStreamReader throws an exception with the | ||
% identifier MATLAB:validators:mustBeNonzeroLengthText if the | ||
% filename input argument given is a zero length string. | ||
fcn = @() arrow.io.ipc.RecordBatchStreamReader(""); | ||
testCase.verifyError(fcn, "MATLAB:validators:mustBeNonzeroLengthText"); | ||
end | ||
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function MissingStringFilenameError(testCase) | ||
% Verify RecordBatchStreamReader throws an exception with the | ||
% identifier MATLAB:validators:mustBeNonzeroLengthText if the | ||
% filename input argument given is a missing string. | ||
fcn = @() arrow.io.ipc.RecordBatchStreamReader(string(missing)); | ||
testCase.verifyError(fcn, "MATLAB:validators:mustBeNonzeroLengthText"); | ||
end | ||
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function FilenameInvalidTypeError(testCase) | ||
% Verify RecordBatchStreamReader throws an exception with the | ||
% identifier MATLAB:validators:UnableToConvert if the filename | ||
% input argument is neither a scalar string nor a char vector. | ||
fcn = @() arrow.io.ipc.RecordBatchStreamReader(table); | ||
testCase.verifyError(fcn, "MATLAB:validation:UnableToConvert"); | ||
end | ||
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function Schema(testCase) | ||
% Verify the getter method for Schema returns the | ||
% expected value. | ||
fieldA = arrow.field("A", arrow.string()); | ||
fieldB = arrow.field("B", arrow.float32()); | ||
expectedSchema = arrow.schema([fieldA fieldB]); | ||
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reader = arrow.io.ipc.RecordBatchStreamReader(testCase.ZeroBatchStreamFile); | ||
testCase.verifyEqual(reader.Schema, expectedSchema); | ||
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reader = arrow.io.ipc.RecordBatchStreamReader(testCase.OneBatchStreamFile); | ||
testCase.verifyEqual(reader.Schema, expectedSchema); | ||
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reader = arrow.io.ipc.RecordBatchStreamReader(testCase.MultipleBatchStreamFile); | ||
testCase.verifyEqual(reader.Schema, expectedSchema); | ||
end | ||
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function SchemaNoSetter(testCase) | ||
% Verify the Schema property is not settable. | ||
fieldC = arrow.field("C", arrow.date32()); | ||
schema = arrow.schema(fieldC); | ||
reader = arrow.io.ipc.RecordBatchStreamReader(testCase.ZeroBatchStreamFile); | ||
testCase.verifyError(@() setfield(reader, "Schema", schema), "MATLAB:class:SetProhibited"); | ||
end | ||
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function ReadZeroBatchStreamFile(testCase, RecordBatchReadFcn) | ||
% Verify read can successfully read an Arrow IPC Stream file | ||
% containing zero batches. | ||
reader = arrow.io.ipc.RecordBatchStreamReader(testCase.ZeroBatchStreamFile); | ||
fcn = @() RecordBatchReadFcn(reader); | ||
testCase.verifyError(fcn, "arrow:io:ipc:EndOfStream"); | ||
end | ||
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function ReadOneBatchStreamFile(testCase, RecordBatchReadFcn) | ||
% Verify read can successfully read an Arrow IPC Stream file | ||
% containing one batch. | ||
reader = arrow.io.ipc.RecordBatchStreamReader(testCase.OneBatchStreamFile); | ||
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expectedMatlabTable = table(["Row1"; "Row2"], single([1; 2]), VariableNames=["A", "B"]); | ||
expected = arrow.recordBatch(expectedMatlabTable); | ||
actual = RecordBatchReadFcn(reader); | ||
testCase.verifyEqual(actual, expected); | ||
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fcn = @() RecordBatchReadFcn(reader); | ||
testCase.verifyError(fcn, "arrow:io:ipc:EndOfStream"); | ||
end | ||
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function ReadMultipleBatchStreamFile(testCase, RecordBatchReadFcn) | ||
% Verify read can successfully read an Arrow IPC Stream file | ||
% containing zero batches. | ||
reader = arrow.io.ipc.RecordBatchStreamReader(testCase.MultipleBatchStreamFile); | ||
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expectedMatlabTable1 = table(["Row1"; "Row2"], single([1; 2]), VariableNames=["A", "B"]); | ||
expected1 = arrow.recordBatch(expectedMatlabTable1); | ||
actual1 = RecordBatchReadFcn(reader); | ||
testCase.verifyEqual(actual1, expected1); | ||
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expectedMatlabTable2 = table(["Row3"; "Row4"], single([3; 4]), VariableNames=["A", "B"]); | ||
expected2 = arrow.recordBatch(expectedMatlabTable2); | ||
actual2 = RecordBatchReadFcn(reader); | ||
testCase.verifyEqual(actual2, expected2); | ||
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fcn = @() RecordBatchReadFcn(reader); | ||
testCase.verifyError(fcn, "arrow:io:ipc:EndOfStream"); | ||
end | ||
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function HasNext(testCase, RecordBatchReadFcn) | ||
% Verify that the hasnext method returns true the correct | ||
% number of times depending on the number of record | ||
% batches in an Arrow IPC Stream format. | ||
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reader = arrow.io.ipc.RecordBatchStreamReader(testCase.ZeroBatchStreamFile); | ||
% hasnext should return true 0 times for a 0 batch file. | ||
iterations = 0; | ||
while reader.hasnext() | ||
RecordBatchReadFcn(reader); | ||
iterations = iterations + 1; | ||
end | ||
testCase.verifyEqual(iterations, 0); | ||
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reader = arrow.io.ipc.RecordBatchStreamReader(testCase.OneBatchStreamFile); | ||
% hasnext should return true 0 times for a 1 batch file. | ||
iterations = 0; | ||
while reader.hasnext() | ||
RecordBatchReadFcn(reader); | ||
iterations = iterations + 1; | ||
end | ||
testCase.verifyEqual(iterations, 1); | ||
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reader = arrow.io.ipc.RecordBatchStreamReader(testCase.MultipleBatchStreamFile); | ||
% hasnext should return true 2 times for a 2 batch file. | ||
iterations = 0; | ||
while reader.hasnext() | ||
RecordBatchReadFcn(reader); | ||
iterations = iterations + 1; | ||
end | ||
testCase.verifyEqual(iterations, 2); | ||
end | ||
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function Done(testCase, RecordBatchReadFcn) | ||
% Verify that the done method returns false the correct | ||
% number of times depending on the number of record | ||
% batches in an Arrow IPC Stream format. | ||
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reader = arrow.io.ipc.RecordBatchStreamReader(testCase.ZeroBatchStreamFile); | ||
% done should return true 0 times for a 0 batch file. | ||
iterations = 0; | ||
while ~reader.done() | ||
RecordBatchReadFcn(reader); | ||
iterations = iterations + 1; | ||
end | ||
testCase.verifyEqual(iterations, 0); | ||
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reader = arrow.io.ipc.RecordBatchStreamReader(testCase.OneBatchStreamFile); | ||
% done should return true 0 times for a 1 batch file. | ||
iterations = 0; | ||
while ~reader.done() | ||
RecordBatchReadFcn(reader); | ||
iterations = iterations + 1; | ||
end | ||
testCase.verifyEqual(iterations, 1); | ||
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reader = arrow.io.ipc.RecordBatchStreamReader(testCase.MultipleBatchStreamFile); | ||
% done should return true 2 times for a 2 batch file. | ||
iterations = 0; | ||
while ~reader.done() | ||
RecordBatchReadFcn(reader); | ||
iterations = iterations + 1; | ||
end | ||
testCase.verifyEqual(iterations, 2); | ||
end | ||
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function ReadTableZeroBatchStreamFile(testCase) | ||
% Verify read can successfully read an Arrow IPC Stream file | ||
% containing zero batches as an arrow.tabular.Table. | ||
reader = arrow.io.ipc.RecordBatchStreamReader(testCase.ZeroBatchStreamFile); | ||
matlabTable = table('Size', [0, 2], 'VariableTypes', ["string", "single"], 'VariableNames', ["A", "B"]); | ||
expected = arrow.table(matlabTable); | ||
actual = reader.readTable(); | ||
testCase.verifyEqual(actual, expected); | ||
end | ||
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function ReadTableOneBatchStreamFile(testCase) | ||
% Verify read can successfully read an Arrow IPC Stream file | ||
% containing one batch as an arrow.tabular.Table. | ||
reader = arrow.io.ipc.RecordBatchStreamReader(testCase.OneBatchStreamFile); | ||
matlabTable = table(["Row1"; "Row2"], single([1; 2]), VariableNames=["A", "B"]); | ||
expected = arrow.table(matlabTable); | ||
actual = reader.readTable(); | ||
testCase.verifyEqual(actual, expected); | ||
end | ||
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function ReadTableMultipleBatchStreamFile(testCase) | ||
% Verify read can successfully read an Arrow IPC Stream file | ||
% containing one batch as an arrow.tabular.Table. | ||
reader = arrow.io.ipc.RecordBatchStreamReader(testCase.MultipleBatchStreamFile); | ||
matlabTable = table(["Row1"; "Row2"; "Row3"; "Row4"], single([1; 2; 3; 4]), VariableNames=["A", "B"]); | ||
expected = arrow.table(matlabTable); | ||
actual = reader.readTable(); | ||
testCase.verifyEqual(actual, expected); | ||
end | ||
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function ReadTableAfterReadRecordBatch(testCase, RecordBatchReadFcn) | ||
% Verify readTable returns only the remaining record batches | ||
% in an Arrow IPC Stream file after calling readRecordBatch first. | ||
reader = arrow.io.ipc.RecordBatchStreamReader(testCase.MultipleBatchStreamFile); | ||
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testCase.verifyTrue(reader.hasnext()); | ||
testCase.verifyFalse(reader.done()); | ||
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expectedRecordBatch = arrow.recordBatch(... | ||
table(["Row1"; "Row2"], single([1; 2]), VariableNames=["A", "B"]) ... | ||
); | ||
actualRecordBatch = RecordBatchReadFcn(reader); | ||
testCase.verifyEqual(actualRecordBatch, expectedRecordBatch); | ||
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expectedTable = arrow.table(... | ||
table(["Row3"; "Row4"], single([3; 4]), VariableNames=["A", "B"]) ... | ||
); | ||
actualTable = reader.readTable(); | ||
testCase.verifyEqual(actualTable, expectedTable); | ||
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testCase.verifyFalse(reader.hasnext()); | ||
testCase.verifyTrue(reader.done()); | ||
end | ||
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function ReadTableMultipleCalls(testCase) | ||
% Verify readTable returns an empty table if it is called | ||
% multiple times in a row. | ||
reader = arrow.io.ipc.RecordBatchStreamReader(testCase.MultipleBatchStreamFile); | ||
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expected = arrow.table(... | ||
table(["Row1"; "Row2"; "Row3"; "Row4"], single([1; 2; 3; 4]), VariableNames=["A", "B"]) ... | ||
); | ||
actual = reader.readTable(); | ||
testCase.verifyEqual(actual, expected); | ||
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testCase.verifyFalse(reader.hasnext()); | ||
testCase.verifyTrue(reader.done()); | ||
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expectedEmpty = arrow.table(... | ||
table('Size', [0, 2], 'VariableTypes', ["string", "single"], 'VariableNames', ["A", "B"]) ... | ||
); | ||
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actualEmpty = reader.readTable(); | ||
testCase.verifyEqual(actualEmpty, expectedEmpty); | ||
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testCase.verifyFalse(reader.hasnext()); | ||
testCase.verifyTrue(reader.done()); | ||
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actualEmpty = reader.readTable(); | ||
testCase.verifyEqual(actualEmpty, expectedEmpty); | ||
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testCase.verifyFalse(reader.hasnext()); | ||
testCase.verifyTrue(reader.done()); | ||
end | ||
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end | ||
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end |