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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.
class TestTable < Test::Unit::TestCase
include Helper::Buildable
include Helper::Omittable
sub_test_case(".new") do
def setup
@fields = [
Arrow::Field.new("visible", Arrow::BooleanDataType.new),
Arrow::Field.new("valid", Arrow::BooleanDataType.new),
]
@schema = Arrow::Schema.new(@fields)
end
def dump_table(table)
table.n_columns.times.collect do |i|
field = table.schema.get_field(i)
chunked_array = table.get_column_data(i)
values = []
chunked_array.chunks.each do |chunk|
chunk.length.times do |j|
values << chunk.get_value(j)
end
end
[
field.name,
values,
]
end
end
def test_arrays
require_gi_bindings(3, 3, 1)
arrays = [
build_boolean_array([true]),
build_boolean_array([false]),
]
table = Arrow::Table.new(@schema, arrays)
assert_equal([
["visible", [true]],
["valid", [false]],
],
dump_table(table))
end
def test_chunked_arrays
require_gi_bindings(3, 3, 1)
arrays = [
Arrow::ChunkedArray.new([build_boolean_array([true]),
build_boolean_array([false])]),
Arrow::ChunkedArray.new([build_boolean_array([false]),
build_boolean_array([true])]),
]
table = Arrow::Table.new(@schema, arrays)
assert_equal([
["visible", [true, false]],
["valid", [false, true]],
],
dump_table(table))
end
def test_record_batches
require_gi_bindings(3, 3, 1)
record_batches = [
build_record_batch({
"visible" => build_boolean_array([true]),
"valid" => build_boolean_array([false])
}),
build_record_batch({
"visible" => build_boolean_array([false]),
"valid" => build_boolean_array([true])
}),
]
table = Arrow::Table.new(@schema, record_batches)
assert_equal([
["visible", [true, false]],
["valid", [false, true]],
],
dump_table(table))
end
end
sub_test_case("instance methods") do
def setup
@fields = [
Arrow::Field.new("visible", Arrow::BooleanDataType.new),
Arrow::Field.new("valid", Arrow::BooleanDataType.new),
]
@schema = Arrow::Schema.new(@fields)
@columns = [
build_boolean_array([true]),
build_boolean_array([false]),
]
@table = Arrow::Table.new(@schema, @columns)
end
def test_equal
other_table = Arrow::Table.new(@schema, @columns)
assert_equal(@table, other_table)
end
def test_equal_metadata
other_table = Arrow::Table.new(@schema, @columns)
assert do
@table.equal_metadata(other_table, true)
end
end
def test_schema
assert_equal(["visible", "valid"],
@table.schema.fields.collect(&:name))
end
def test_column_data
assert_equal([
Arrow::ChunkedArray.new([build_boolean_array([true])]),
Arrow::ChunkedArray.new([build_boolean_array([false])]),
],
[
@table.get_column_data(0),
@table.get_column_data(-1),
])
end
def test_n_columns
assert_equal(2, @table.n_columns)
end
def test_n_rows
assert_equal(1, @table.n_rows)
end
def test_add_column
field = Arrow::Field.new("added", Arrow::BooleanDataType.new)
chunked_array = Arrow::ChunkedArray.new([build_boolean_array([true])])
new_table = @table.add_column(1, field, chunked_array)
assert_equal(["visible", "added", "valid"],
new_table.schema.fields.collect(&:name))
end
def test_remove_column
new_table = @table.remove_column(0)
assert_equal(["valid"],
new_table.schema.fields.collect(&:name))
end
def test_replace_column
field = Arrow::Field.new("added", Arrow::BooleanDataType.new)
chunked_array = Arrow::ChunkedArray.new([build_boolean_array([true])])
new_table = @table.replace_column(0, field, chunked_array)
assert_equal(["added", "valid"],
new_table.schema.fields.collect(&:name))
end
def test_to_s
table = build_table("valid" => build_boolean_array([true, false, true]))
assert_equal(<<-TABLE, table.to_s)
valid: bool
----
valid:
[
[
true,
false,
true
]
]
TABLE
end
sub_test_case("#concatenate") do
def test_without_options
table = build_table("visible" =>
build_boolean_array([true, false, true, false]))
table1 = build_table("visible" => build_boolean_array([true]))
table2 = build_table("visible" => build_boolean_array([false, true]))
table3 = build_table("visible" => build_boolean_array([false]))
assert_equal(table, table1.concatenate([table2, table3]))
end
def test_with_options
options = Arrow::TableConcatenateOptions.new
options.unify_schemas = true
table = build_table("a" => build_int32_array([1, nil, 3]),
"b" => build_int32_array([10, nil, 30]),
"c" => build_int32_array([nil, 200, nil]))
table1 = build_table("a" => build_int32_array([1]),
"b" => build_int32_array([10]))
table2 = build_table("c" => build_int32_array([200]))
table3 = build_table("a" => build_int32_array([3]),
"b" => build_int32_array([30]))
assert_equal(table, table1.concatenate([table2, table3], options))
end
end
sub_test_case("#slice") do
test("offset: positive") do
visibles = [true, false, true]
table = build_table("visible" => build_boolean_array(visibles))
assert_equal(build_table("visible" => build_boolean_array([false, true])),
table.slice(1, 2))
end
test("offset: negative") do
visibles = [true, false, true]
table = build_table("visible" => build_boolean_array(visibles))
assert_equal(build_table("visible" => build_boolean_array([false, true])),
table.slice(-2, 2))
end
end
def test_combine_chunks
table = build_table(
"visible" => Arrow::ChunkedArray::new([build_boolean_array([true, false, true]),
build_boolean_array([false, true]),
build_boolean_array([false])])
)
combined_table = table.combine_chunks
all_values = combined_table.n_columns.times.collect do |i|
column = combined_table.get_column_data(i)
column.n_chunks.times.collect do |j|
column.get_chunk(j).values
end
end
assert_equal([[[true, false, true, false, true, false]]],
all_values)
end
sub_test_case("#validate") do
def setup
@id_field = Arrow::Field.new("id", Arrow::UInt8DataType.new)
@name_field = Arrow::Field.new("name", Arrow::StringDataType.new)
@schema = Arrow::Schema.new([@id_field, @name_field])
@id_array = build_uint_array([1])
@name_array = build_string_array(["abc"])
@arrays = [@id_array, @name_array]
end
def test_valid
table = Arrow::Table.new(@schema, @arrays)
assert do
table.validate
end
end
def test_invalid
message = "[table][validate]: Invalid: " +
"Column 1 named name expected length 1 but got length 2"
invalid_values = [@id_array, build_string_array(["abc", "def"])]
table = Arrow::Table.new(@schema, invalid_values)
error = assert_raise(Arrow::Error::Invalid) do
table.validate
end
assert_equal(message,
error.message.lines.first.chomp)
end
end
sub_test_case("#validate_full") do
def setup
@id_field = Arrow::Field.new("uint8", Arrow::UInt8DataType.new)
@name_field = Arrow::Field.new("string", Arrow::StringDataType.new)
@schema = Arrow::Schema.new([@id_field, @name_field])
@id_values = build_uint_array([1])
@valid_name_values = build_string_array(["abc"])
# U+3042 HIRAGANA LETTER A, U+3044 HIRAGANA LETTER I
data = "\u3042\u3044".b[0..-2]
value_offsets = Arrow::Buffer.new([0, data.size].pack("l*"))
@invalid_name_values = Arrow::StringArray.new(1,
value_offsets,
Arrow::Buffer.new(data),
nil,
-1)
end
def test_valid
columns = [@id_values, @valid_name_values]
table = Arrow::Table.new(@schema, columns)
assert do
table.validate_full
end
end
def test_invalid
message = "[table][validate-full]: Invalid: " +
"Column 1: In chunk 0: Invalid: Invalid UTF8 sequence at string index 0"
columns = [@id_values, @invalid_name_values]
table = Arrow::Table.new(@schema, columns)
error = assert_raise(Arrow::Error::Invalid) do
table.validate_full
end
assert_equal(message,
error.message.lines.first.chomp)
end
end
sub_test_case("#write_as_feather") do
def setup
super
@tempfile = Tempfile.open("arrow-table-write-as-feather")
begin
yield
ensure
@tempfile.close!
end
end
def read_feather
input = Arrow::MemoryMappedInputStream.new(@tempfile.path)
reader = Arrow::FeatherFileReader.new(input)
begin
yield(reader.read)
ensure
input.close
end
end
test("default") do
output = Arrow::FileOutputStream.new(@tempfile.path, false)
@table.write_as_feather(output)
output.close
read_feather do |read_table|
assert_equal(@table, read_table)
end
end
test("compression") do
output = Arrow::FileOutputStream.new(@tempfile.path, false)
properties = Arrow::FeatherWriteProperties.new
properties.compression = :zstd
@table.write_as_feather(output, properties)
output.close
read_feather do |read_table|
assert_equal(@table, read_table)
end
end
end
end
end
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