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Add more Table unit tests
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Brian Hulette committed Jan 26, 2018
1 parent 1910962 commit dbe7f81
Showing 1 changed file with 143 additions and 138 deletions.
281 changes: 143 additions & 138 deletions js/test/unit/table-tests.ts
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Expand Up @@ -21,13 +21,10 @@ const { predicate, Table } = Arrow;

const { col } = predicate;

describe(`Table`, () => {
test(`can create an empty table`, () => {
expect(Table.empty().length).toEqual(0);
});

describe(`single record batch`, () => {
const table = Table.from({
const F32 = 0, I32 = 1, DICT = 2;
const test_data = [
{name: `single record batch`,
table: Table.from({
'schema': {
'fields': [
{
Expand Down Expand Up @@ -115,79 +112,19 @@ describe(`Table`, () => {
}
]
}]
});

// Wrap floating point values in a Float32Array and take them back out to
// make sure that equality checks will pass
const values = [
[Math.fround(-0.3), -1, 'a'],
[Math.fround(-0.2), 1, 'b'],
[Math.fround(-0.1), -1, 'c'],
[Math.fround( 0 ), 1, 'a'],
[Math.fround( 0.1), -1, 'b'],
[Math.fround( 0.2), 1, 'c'],
[Math.fround( 0.3), -1, 'a']
];
test(`has the correct length`, () => {
expect(table.length).toEqual(values.length);
});
test(`gets expected values`, () => {
for (let i = -1; ++i < values.length;) {
expect(table.get(i).toArray()).toEqual(values[i]);
}
});
test(`iterates expected values`, () => {
let i = 0;
for (let row of table) {
expect(row.toArray()).toEqual(values[i++]);
}
});
test(`scans expected values`, () => {
let expected_idx = 0;
table.scan((idx, batch) => {
const columns = batch.schema.fields.map((_, i) => batch.getChildAt(i)!);
expect(columns.map((c) => c.get(idx))).toEqual(values[expected_idx++]);
});
});
test(`count() returns the correct length`, () => {
expect(table.count()).toEqual(values.length);
});
test(`filter on f32 >= 0 returns the correct length`, () => {
expect(table.filter(col('f32').gteq(0)).count()).toEqual(4);
});
test(`filter on i32 <= 0 returns the correct length`, () => {
expect(table.filter(col('i32').lteq(0)).count()).toEqual(4);
});
test(`filter on dictionary == 'a' returns the correct length`, () => {
expect(table.filter(col('dictionary').eq('a')).count()).toEqual(3);
});
test(`countBy on dictionary returns the correct counts`, () => {
// Make sure countBy works both with and without the Col wrapper
// class
expect(table.countBy(col('dictionary')).toJSON()).toEqual({
'a': 3,
'b': 2,
'c': 2,
});
expect(table.countBy('dictionary').toJSON()).toEqual({
'a': 3,
'b': 2,
'c': 2,
});
});
test(`countBy on dictionary with filter returns the correct counts`, () => {
expect(table.filter(col('i32').eq(1)).countBy('dictionary').toJSON()).toEqual({
'a': 1,
'b': 1,
'c': 1,
});
});
test(`countBy on non dictionary column throws error`, () => {
expect(() => { table.countBy('i32'); }).toThrow();
});
});
describe(`multiple record batches`, () => {
const table = Table.from({
}),
// Use Math.fround to coerce to float32
values: [
[Math.fround(-0.3), -1, 'a'],
[Math.fround(-0.2), 1, 'b'],
[Math.fround(-0.1), -1, 'c'],
[Math.fround( 0 ), 1, 'a'],
[Math.fround( 0.1), -1, 'b'],
[Math.fround( 0.2), 1, 'c'],
[Math.fround( 0.3), -1, 'a']
]},
{name: `multiple record batches`,
table: Table.from({
'schema': {
'fields': [
{
Expand Down Expand Up @@ -319,11 +256,8 @@ describe(`Table`, () => {
}
]
}]
});

// Wrap floating point values in a Float32Array and take them back out to
// make sure that equality checks will pass
const values = [
}),
values: [
[Math.fround(-0.3), -1, 'a'],
[Math.fround(-0.2), 1, 'b'],
[Math.fround(-0.1), -1, 'c'],
Expand All @@ -333,63 +267,134 @@ describe(`Table`, () => {
[Math.fround( 0.3), -1, 'a'],
[Math.fround( 0.2), 1, 'b'],
[Math.fround( 0.1), -1, 'c'],
];
test(`has the correct length`, () => {
expect(table.length).toEqual(values.length);
});
test(`gets expected values`, () => {
for (let i = -1; ++i < values.length;) {
expect(table.get(i).toArray()).toEqual(values[i]);
}
});
test(`iterates expected values`, () => {
let i = 0;
for (let row of table) {
expect(row.toArray()).toEqual(values[i++]);
]}
]

describe(`Table`, () => {
test(`can create an empty table`, () => {
expect(Table.empty().length).toEqual(0);
});
test(`Table.from([]) creates an empty table`, () => {
expect(Table.from([]).length).toEqual(0);
});
test(`Table.from() creates an empty table`, () => {
expect(Table.from().length).toEqual(0);
});
for (let datum of test_data) {
describe(datum.name, () => {
const table = datum.table;
const values = datum.values;

test(`has the correct length`, () => {
expect(table.length).toEqual(values.length);
});
test(`gets expected values`, () => {
for (let i = -1; ++i < values.length;) {
expect(table.get(i).toArray()).toEqual(values[i]);
}
});
test(`iterates expected values`, () => {
let i = 0;
for (let row of table) {
expect(row.toArray()).toEqual(values[i++]);
}
});
test(`scans expected values`, () => {
let expected_idx = 0;
table.scan((idx, batch) => {
const columns = batch.schema.fields.map((_, i) => batch.getChildAt(i)!);
expect(columns.map((c) => c.get(idx))).toEqual(values[expected_idx++]);
});
});
test(`count() returns the correct length`, () => {
expect(table.count()).toEqual(values.length);
});
const filter_tests = [
{
name: `filter on f32 >= 0`,
filtered: table.filter(col('f32').gteq(0)),
expected: values.filter((row)=>row[F32] >= 0)
}, {
name: `filter on i32 <= 0 returns the correct length`,
filtered: table.filter(col('i32').lteq(0)),
expected: values.filter((row)=>row[I32] <= 0)
}, {
name: `filter method combines predicates (f32 >= 0 && i32 <= 0)`,
filtered: table.filter(col('i32').lteq(0)).filter(col('f32').gteq(0)),
expected: values.filter((row)=>row[I32] <= 0 && row[F32] >= 0)
}, {
name: `filter on dictionary == 'a'`,
filtered: table.filter(col('dictionary').eq('a')),
expected: values.filter((row)=>row[DICT] === 'a')
}
]
for (let this_test of filter_tests) {
describe(`filter on f32 >= 0`, () => {
const filtered = this_test.filtered;
const expected = this_test.expected;
test(`count() returns the correct length`, () => {
expect(filtered.count()).toEqual(expected.length);
});
test(`scans expected values`, () => {
let expected_idx = 0;
filtered.scan((idx, batch) => {
const columns = batch.schema.fields.map((_, i) => batch.getChildAt(i)!);
expect(columns.map((c) => c.get(idx))).toEqual(expected[expected_idx++]);
});
})
});
}
});
test(`scans expected values`, () => {
let expected_idx = 0;
table.scan((idx, batch) => {
const columns = batch.schema.fields.map((_, i) => batch.getChildAt(i)!);
expect(columns.map((c) => c.get(idx))).toEqual(values[expected_idx++]);
test(`countBy on dictionary returns the correct counts`, () => {
// Make sure countBy works both with and without the Col wrapper
// class
let expected: {[key: string]: number} = {'a': 0, 'b': 0, 'c': 0};
for (let row of values) {
expected[row[DICT]] += 1;
}

expect(table.countBy(col('dictionary')).toJSON()).toEqual(expected);
expect(table.countBy('dictionary').toJSON()).toEqual(expected);
});
});
test(`count() returns the correct length`, () => {
expect(table.count()).toEqual(values.length);
});
test(`filter on f32 >= 0 returns the correct length`, () => {
expect(table.filter(col('f32').gteq(0)).count()).toEqual(6);
});
test(`filter on i32 <= 0 returns the correct length`, () => {
expect(table.filter(col('i32').lteq(0)).count()).toEqual(5);
});
test(`filter on dictionary == 'a' returns the correct length`, () => {
expect(table.filter(col('dictionary').eq('a')).count()).toEqual(3);
});
test(`countBy on dictionary returns the correct counts`, () => {
// Make sure countBy works both with and without the Col wrapper
// class
expect(table.countBy(col('dictionary')).toJSON()).toEqual({
'a': 3,
'b': 3,
'c': 3,
test(`countBy on dictionary with filter returns the correct counts`, () => {
let expected: {[key: string]: number} = {'a': 0, 'b': 0, 'c': 0};
for (let row of values) {
if(row[I32] === 1) { expected[row[DICT]] += 1; }
}

expect(table.filter(col('i32').eq(1)).countBy('dictionary').toJSON()).toEqual(expected);
});
expect(table.countBy('dictionary').toJSON()).toEqual({
'a': 3,
'b': 3,
'c': 3,
test(`countBy on non dictionary column throws error`, () => {
expect(() => { table.countBy('i32'); }).toThrow();
expect(() => { table.filter(col('dict').eq('a')).countBy('i32'); }).toThrow();
});
});
test(`countBy on dictionary with filter returns the correct counts`, () => {
expect(table.filter(col('i32').eq(1)).countBy(col('dictionary')).toJSON()).toEqual({
'a': 1,
'b': 2,
'c': 1,
test(`table.select() basic tests`, () => {
let selected = table.select('f32', 'dictionary');
expect(selected.schema.fields.length).toEqual(2);
expect(selected.schema.fields[0]).toEqual(table.schema.fields[0]);
expect(selected.schema.fields[1]).toEqual(table.schema.fields[2]);

expect(selected.length).toEqual(values.length);
let idx = 0, expected_row;
for (let row of selected) {
expected_row = values[idx++];
expect(row.get(0)).toEqual(expected_row[F32]);
expect(row.get(1)).toEqual(expected_row[DICT]);
}
});
test(`table.toString()`, () => {
let selected = table.select('i32', 'dictionary');
let headers = [`"row_id"`, `"i32: Int32"`, `"dictionary: Dictionary<Utf8, Int8>"`]
let expected = [headers.join(' | '), ...values.map((row, idx) => {
return [`${idx}`, `${row[I32]}`, `"${row[DICT]}"`].map((str, col) => {
return leftPad(str, ' ', headers[col].length);
}).join(' | ');
})].join('\n') + '\n';
expect(selected.toString()).toEqual(expected);
});
});
test(`countBy on non dictionary column throws error`, () => {
expect(() => { table.countBy('i32'); }).toThrow();
});
});
}
});

function leftPad(str: string, fill: string, n: number) {
return (new Array(n + 1).join(fill) + str).slice(-1 * n);
}

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