// ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ // ┃ ██████ ██████ ██████ █ █ █ █ █ █▄ ▀███ █ ┃ // ┃ ▄▄▄▄▄█ █▄▄▄▄▄ ▄▄▄▄▄█ ▀▀▀▀▀█▀▀▀▀▀ █ ▀▀▀▀▀█ ████████▌▐███ ███▄ ▀█ █ ▀▀▀▀▀ ┃ // ┃ █▀▀▀▀▀ █▀▀▀▀▀ █▀██▀▀ ▄▄▄▄▄ █ ▄▄▄▄▄█ ▄▄▄▄▄█ ████████▌▐███ █████▄ █ ▄▄▄▄▄ ┃ // ┃ █ ██████ █ ▀█▄ █ ██████ █ ███▌▐███ ███████▄ █ ┃ // ┣━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┫ // ┃ Copyright (c) 2017, the Perspective Authors. ┃ // ┃ ╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌ ┃ // ┃ This file is part of the Perspective library, distributed under the terms ┃ // ┃ of the [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0). ┃ // ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛ import * as arrow from "apache-arrow"; import { test, expect } from "@perspective-dev/test"; import perspective from "../perspective_client"; import * as fs from "node:fs"; import * as url from "node:url"; const __dirname = url.fileURLToPath(new URL(".", import.meta.url)).slice(0, -1); test.describe("Arrow", function () { test.describe("Date columns", function () { // https://github.com/perspective-dev/perspective/issues/2894 // https://github.com/jdangerx/repro-perspective-float-filter/tree/dates test("Date columns are preserved through Arrow in and out", async function () { const tableData = arrow.tableFromArrays({ date: arrow.vectorFromArray([20089], new arrow.Date_()), }); const table = await perspective.table(arrow.tableToIPC(tableData)); const view = await table.view(); const json = await view.to_json(); const d = new Date(json[0].date); expect(json[0].date).toEqual(1735689600000); // This doesn't test anything except my math expect(d.getUTCFullYear()).toEqual(2025); expect(d.getUTCDate()).toEqual(1); expect(d.getUTCMonth()).toEqual(0); expect(d.getUTCHours()).toEqual(0); expect(d.getUTCMinutes()).toEqual(0); expect(d.getUTCSeconds()).toEqual(0); expect(d.getTimezoneOffset()).toEqual(0); await view.delete(); await table.delete(); }); test("Date columns are preserved through Arrow in and out, in a negative timezone", async function () { process.env.TZ = `America/New_York`; const tableData = arrow.tableFromArrays({ date: arrow.vectorFromArray([20089], new arrow.Date_()), }); const table = await perspective.table(arrow.tableToIPC(tableData)); const view = await table.view(); const json = await view.to_json(); const d = new Date(json[0].date); expect(json[0].date).toEqual(1735689600000); expect(d.getUTCFullYear()).toEqual(2025); expect(d.getUTCDate()).toEqual(1); expect(d.getUTCMonth()).toEqual(0); expect(d.getUTCHours()).toEqual(0); expect(d.getUTCMinutes()).toEqual(0); expect(d.getUTCSeconds()).toEqual(0); // NY now ... expect(d.getTimezoneOffset()).toEqual(300); await view.delete(); await table.delete(); process.env.TZ = `UTC`; }); }); test.describe("regressions", () => { // https://github.com/perspective-dev/perspective/issues/3169 test("null values are preserved across multi-batch Arrow IPC streams", async function () { function row( identifier: string, value: number | null, date: Date | null, ) { return arrow.tableFromArrays({ Identifier: arrow.vectorFromArray( [identifier], new arrow.Utf8(), ), Value: arrow.vectorFromArray([value], new arrow.Float64()), Date: arrow.vectorFromArray([date], new arrow.DateDay()), }); } const t1 = row("A", null, null); const t2 = row("B", 5, null); const t3 = row("C", null, new Date(Date.UTC(2025, 5, 15))); const multiBatchTable = new arrow.Table([ ...t1.batches, ...t2.batches, ...t3.batches, ]); expect(multiBatchTable.batches.length).toEqual(3); const ipc = arrow.tableToIPC(multiBatchTable, "stream"); const table = await perspective.table(ipc.buffer as ArrayBuffer); const view = await table.view(); const json = await view.to_json(); await view.delete(); await table.delete(); expect(json).toStrictEqual([ { Identifier: "A", Value: null, Date: null }, { Identifier: "B", Value: 5, Date: null }, { Identifier: "C", Value: null, Date: 1749945600000 }, ]); }); test("null equality works correctly in updates", async function () { async function write_to_json( buffer: ArrayBuffer, filename: string, ) { const table = await perspective.table(buffer); const view = await table.view({ columns: ["ENTITY_TYPE"], }); const json = await view.to_columns_string(); fs.writeFileSync(filename, json); await view.delete(); await table.delete(); } const file = JSON.parse( fs.readFileSync( `${__dirname}/../../arrow/untitled.json`, "utf8", ), ); const table = await perspective.table(file, { name: "arrow_null_test", }); const view = await table.view({ group_by: ["ENTITY_TYPE"] }); for (let i = 2; i < 6; i++) { const file = JSON.parse( fs.readFileSync( `${__dirname}/../../arrow/untitled${i}.json`, "utf8", ), ); await table.update(file); } const cols = await view.to_columns({ end_row: 4 }); expect(cols).toStrictEqual({ ENTITY_TYPE: [2158, 985, 168, 311], __ROW_PATH__: [[], [null], [""], ["AAAA"]], }); }); test("Loads a time32 (millisecond) column without overflow", async function () { const expected = Array.from({ length: 64 }, (_, i) => i); const tableData = arrow.tableFromArrays({ t: arrow.vectorFromArray(expected, new arrow.TimeMillisecond()), }); const table = await perspective.table(arrow.tableToIPC(tableData)); const view = await table.view(); expect(await table.size()).toEqual(64); expect(await view.to_columns()).toEqual({ t: expected }); await view.delete(); await table.delete(); }); }); test.describe("Malformed input", function () { test("Rejects an Arrow with a row count that exceeds 32 bits", async function () { const bytes = new Uint8Array( fs.readFileSync(`${__dirname}/../../arrow/bad_row_count.arrow`), ); await expect(perspective.table(bytes)).rejects.toThrow( /row count exceeds maximum supported size/, ); }); }); });