n8n/packages/nodes-base/utils/utilities.ts

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import type {
IDataObject,
IDisplayOptions,
INodeExecutionData,
INodeProperties,
IPairedItemData,
} from 'n8n-workflow';
import { ApplicationError, jsonParse, randomInt } from 'n8n-workflow';
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import { isEqual, isNull, merge, isObject, reduce, get } from 'lodash';
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/**
* Creates an array of elements split into groups the length of `size`.
* If `array` can't be split evenly, the final chunk will be the remaining
* elements.
*
* @param {Array} array The array to process.
* @param {number} [size=1] The length of each chunk
* @example
*
* chunk(['a', 'b', 'c', 'd'], 2)
* // => [['a', 'b'], ['c', 'd']]
*
* chunk(['a', 'b', 'c', 'd'], 3)
* // => [['a', 'b', 'c'], ['d']]
*/
export function chunk<T>(array: T[], size = 1) {
const length = array === null ? 0 : array.length;
if (!length || size < 1) {
return [];
}
let index = 0;
let resIndex = 0;
const result = new Array(Math.ceil(length / size));
while (index < length) {
result[resIndex++] = array.slice(index, (index += size));
}
return result as T[][];
}
/**
* Shuffles an array in place using the Fisher-Yates shuffle algorithm
* @param {Array} array The array to shuffle.
*/
export const shuffleArray = <T>(array: T[]): void => {
for (let i = array.length - 1; i > 0; i--) {
const j = randomInt(i + 1);
[array[i], array[j]] = [array[j], array[i]];
}
};
/**
* Flattens an object with deep data
* @param {IDataObject} data The object to flatten
* @param {string[]} prefix The prefix to add to each key in the returned flat object
*/
export const flattenKeys = (obj: IDataObject, prefix: string[] = []): IDataObject => {
return !isObject(obj)
? { [prefix.join('.')]: obj }
: reduce(
obj,
(cum, next, key) => merge(cum, flattenKeys(next as IDataObject, [...prefix, key])),
{},
);
};
/**
* Takes a multidimensional array and converts it to a one-dimensional array.
*
* @param {Array} nestedArray The array to be flattened.
* @example
*
* flatten([['a', 'b'], ['c', 'd']])
* // => ['a', 'b', 'c', 'd']
*
*/
export function flatten<T>(nestedArray: T[][]) {
const result = [];
(function loop(array: T[] | T[][]) {
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for (let i = 0; i < array.length; i++) {
if (Array.isArray(array[i])) {
loop(array[i] as T[]);
} else {
result.push(array[i]);
}
}
})(nestedArray);
//TODO: check logic in MicrosoftSql.node.ts
return result as any;
}
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/**
* Compares the values of specified keys in two objects.
*
* @param {T} obj1 - The first object to compare.
* @param {T} obj2 - The second object to compare.
* @param {string[]} keys - An array of keys to compare.
* @param {boolean} disableDotNotation - Whether to use dot notation to access nested properties.
* @returns {boolean} - Whether the values of the specified keys are equal in both objects.
*/
export const compareItems = <T extends { json: Record<string, unknown> }>(
obj1: T,
obj2: T,
keys: string[],
disableDotNotation: boolean = false,
): boolean => {
let result = true;
for (const key of keys) {
if (!disableDotNotation) {
if (!isEqual(get(obj1.json, key), get(obj2.json, key))) {
result = false;
break;
}
} else {
if (!isEqual(obj1.json[key], obj2.json[key])) {
result = false;
break;
}
}
}
return result;
};
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export function updateDisplayOptions(
displayOptions: IDisplayOptions,
properties: INodeProperties[],
) {
return properties.map((nodeProperty) => {
return {
...nodeProperty,
displayOptions: merge({}, nodeProperty.displayOptions, displayOptions),
};
});
}
export function processJsonInput<T>(jsonData: T, inputName?: string) {
let values;
const input = inputName ? `'${inputName}' ` : '';
if (typeof jsonData === 'string') {
try {
values = jsonParse(jsonData);
} catch (error) {
throw new ApplicationError(`Input ${input} must contain a valid JSON`, { level: 'warning' });
}
} else if (typeof jsonData === 'object') {
values = jsonData;
} else {
throw new ApplicationError(`Input ${input} must contain a valid JSON`, { level: 'warning' });
}
return values;
}
function isFalsy<T>(value: T) {
if (isNull(value)) return true;
if (typeof value === 'string' && value === '') return true;
if (Array.isArray(value) && value.length === 0) return true;
return false;
}
const parseStringAndCompareToObject = (str: string, arr: IDataObject) => {
try {
const parsedArray = jsonParse(str);
return isEqual(parsedArray, arr);
} catch (error) {
return false;
}
};
export const fuzzyCompare = (useFuzzyCompare: boolean, compareVersion = 1) => {
if (!useFuzzyCompare) {
//Fuzzy compare is false we do strict comparison
return <T, U>(item1: T, item2: U) => isEqual(item1, item2);
}
return <T, U>(item1: T, item2: U) => {
//Both types are the same, so we do strict comparison
if (!isNull(item1) && !isNull(item2) && typeof item1 === typeof item2) {
return isEqual(item1, item2);
}
if (compareVersion >= 2) {
//Null, 0 and "0" treated as equal
if (isNull(item1) && (isNull(item2) || item2 === 0 || item2 === '0')) {
return true;
}
if (isNull(item2) && (isNull(item1) || item1 === 0 || item1 === '0')) {
return true;
}
}
//Null, empty strings, empty arrays all treated as the same
if (isFalsy(item1) && isFalsy(item2)) return true;
//When a field is missing in one branch and isFalsy() in another, treat them as matching
if (isFalsy(item1) && item2 === undefined) return true;
if (item1 === undefined && isFalsy(item2)) return true;
//Compare numbers and strings representing that number
if (typeof item1 === 'number' && typeof item2 === 'string') {
return item1.toString() === item2;
}
if (typeof item1 === 'string' && typeof item2 === 'number') {
return item1 === item2.toString();
}
//Compare objects/arrays and their stringified version
if (!isNull(item1) && typeof item1 === 'object' && typeof item2 === 'string') {
return parseStringAndCompareToObject(item2, item1 as IDataObject);
}
if (!isNull(item2) && typeof item1 === 'string' && typeof item2 === 'object') {
return parseStringAndCompareToObject(item1, item2 as IDataObject);
}
//Compare booleans and strings representing the boolean (true, True, TRUE)
if (typeof item1 === 'boolean' && typeof item2 === 'string') {
if (item1 === true && item2.toLocaleLowerCase() === 'true') return true;
if (item1 === false && item2.toLocaleLowerCase() === 'false') return true;
}
if (typeof item2 === 'boolean' && typeof item1 === 'string') {
if (item2 === true && item1.toLocaleLowerCase() === 'true') return true;
if (item2 === false && item1.toLocaleLowerCase() === 'false') return true;
}
//Compare booleans and the numbers/string 0 and 1
if (typeof item1 === 'boolean' && typeof item2 === 'number') {
if (item1 === true && item2 === 1) return true;
if (item1 === false && item2 === 0) return true;
}
if (typeof item2 === 'boolean' && typeof item1 === 'number') {
if (item2 === true && item1 === 1) return true;
if (item2 === false && item1 === 0) return true;
}
if (typeof item1 === 'boolean' && typeof item2 === 'string') {
if (item1 === true && item2 === '1') return true;
if (item1 === false && item2 === '0') return true;
}
if (typeof item2 === 'boolean' && typeof item1 === 'string') {
if (item2 === true && item1 === '1') return true;
if (item2 === false && item1 === '0') return true;
}
return isEqual(item1, item2);
};
};
export function wrapData(data: IDataObject | IDataObject[]): INodeExecutionData[] {
if (!Array.isArray(data)) {
return [{ json: data }];
}
return data.map((item) => ({
json: item,
}));
}
export const keysToLowercase = <T>(headers: T) => {
if (typeof headers !== 'object' || Array.isArray(headers) || headers === null) return headers;
return Object.entries(headers).reduce((acc, [key, value]) => {
acc[key.toLowerCase()] = value as IDataObject;
return acc;
}, {} as IDataObject);
};
feat(editor): SQL editor overhaul (#6282) * Draft setup * ⚡ Implemented expression evaluation in Postgres node, minor SQL editor UI improvements, minor refacring * ⚡ Added initial version of expression preview for SQL editor * ⚡ Linking npm package for codemirror sql grammar instead of a local file * ⚡ Moving expression editor wrapper elements to the component * ⚡ Using expression preview in SQL editor * Use SQL parser skipping whitespace * ✨ Added support for custom skipped segments specification * ✨ Fixing highlight problems with dots and expressions that resolve to zero * 👕 Fixing linting error * ✨ Added current item support * ⚡ Added expression support to more nodes with sql editor * ✨ Added expression support for other nodes * ✨ Implemented different SQL dialect support * 🐛 Fixing hard-coded parameter names for editors * ✨ Fixing preview for nested queries, updating query when input data changes, adding keyboard shortcut to toggle comments * ✨ Adding a custom automcomplete notice for different editors * ⚡ Updating SQL autocomplete notice * ✅ Added unit tests for SQL editor * ⚡ Using latest grammar * 🐛 Fixing code node editor rendering * 💄 SQL preview dropdown matches editor width. Removing unnecessary css * ⚡ Addressing PR review feedback * 👌 Addressing PR review feedback pt2 * 👌 Added path alias for utils in nodes-base package * 👌 Addressing more PR review feedback * ✅ Adding tests for `getResolvables` utility function * ⚡Fixing lodash imports * 👌 Better focus handling, adding more plugins to the editor, other minor imrovements * ⚡ Not showing SQL autocomplete suggestions inside expressions * ⚡ Using npm package for sql grammar * ⚡ Removing autocomplete notice, adding line highlight on syntax error * 👌 Addressing code review feedback --------- Co-authored-by: Milorad Filipovic <milorad@n8n.io>
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/**
* Formats a private key by removing unnecessary whitespace and adding line breaks.
* @param privateKey - The private key to format.
* @returns The formatted private key.
*/
export function formatPrivateKey(privateKey: string, keyIsPublic = false): string {
let regex = /(PRIVATE KEY|CERTIFICATE)/;
if (keyIsPublic) {
regex = /(PUBLIC KEY)/;
}
if (!privateKey || /\n/.test(privateKey)) {
return privateKey;
}
let formattedPrivateKey = '';
const parts = privateKey.split('-----').filter((item) => item !== '');
parts.forEach((part) => {
if (regex.test(part)) {
formattedPrivateKey += `-----${part}-----`;
} else {
const passRegex = /Proc-Type|DEK-Info/;
if (passRegex.test(part)) {
part = part.replace(/:\s+/g, ':');
formattedPrivateKey += part.replace(/\\n/g, '\n').replace(/\s+/g, '\n');
} else {
formattedPrivateKey += part.replace(/\\n/g, '\n').replace(/\s+/g, '\n');
}
}
});
return formattedPrivateKey;
}
feat(editor): SQL editor overhaul (#6282) * Draft setup * ⚡ Implemented expression evaluation in Postgres node, minor SQL editor UI improvements, minor refacring * ⚡ Added initial version of expression preview for SQL editor * ⚡ Linking npm package for codemirror sql grammar instead of a local file * ⚡ Moving expression editor wrapper elements to the component * ⚡ Using expression preview in SQL editor * Use SQL parser skipping whitespace * ✨ Added support for custom skipped segments specification * ✨ Fixing highlight problems with dots and expressions that resolve to zero * 👕 Fixing linting error * ✨ Added current item support * ⚡ Added expression support to more nodes with sql editor * ✨ Added expression support for other nodes * ✨ Implemented different SQL dialect support * 🐛 Fixing hard-coded parameter names for editors * ✨ Fixing preview for nested queries, updating query when input data changes, adding keyboard shortcut to toggle comments * ✨ Adding a custom automcomplete notice for different editors * ⚡ Updating SQL autocomplete notice * ✅ Added unit tests for SQL editor * ⚡ Using latest grammar * 🐛 Fixing code node editor rendering * 💄 SQL preview dropdown matches editor width. Removing unnecessary css * ⚡ Addressing PR review feedback * 👌 Addressing PR review feedback pt2 * 👌 Added path alias for utils in nodes-base package * 👌 Addressing more PR review feedback * ✅ Adding tests for `getResolvables` utility function * ⚡Fixing lodash imports * 👌 Better focus handling, adding more plugins to the editor, other minor imrovements * ⚡ Not showing SQL autocomplete suggestions inside expressions * ⚡ Using npm package for sql grammar * ⚡ Removing autocomplete notice, adding line highlight on syntax error * 👌 Addressing code review feedback --------- Co-authored-by: Milorad Filipovic <milorad@n8n.io>
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/**
* @TECH_DEBT Explore replacing with handlebars
*/
export function getResolvables(expression: string) {
if (!expression) return [];
const resolvables = [];
const resolvableRegex = /({{[\s\S]*?}})/g;
let match;
while ((match = resolvableRegex.exec(expression)) !== null) {
if (match[1]) {
resolvables.push(match[1]);
}
}
return resolvables;
}
/**
* Flattens an object with deep data
*
* @param {IDataObject} data The object to flatten
*/
export function flattenObject(data: IDataObject) {
const returnData: IDataObject = {};
for (const key1 of Object.keys(data)) {
if (data[key1] !== null && typeof data[key1] === 'object') {
if (data[key1] instanceof Date) {
returnData[key1] = data[key1]?.toString();
continue;
}
const flatObject = flattenObject(data[key1] as IDataObject);
for (const key2 in flatObject) {
if (flatObject[key2] === undefined) {
continue;
}
returnData[`${key1}.${key2}`] = flatObject[key2];
}
} else {
returnData[key1] = data[key1];
}
}
return returnData;
}
/**
* Capitalizes the first letter of a string
*
* @param {string} string The string to capitalize
*/
export function capitalize(str: string): string {
if (!str) return str;
const chars = str.split('');
chars[0] = chars[0].toUpperCase();
return chars.join('');
}
export function generatePairedItemData(length: number): IPairedItemData[] {
return Array.from({ length }, (_, item) => ({
item,
}));
}
/**
* Output Paired Item Data Array
*
* @param {number | IPairedItemData | IPairedItemData[] | undefined} pairedItem
*/
export function preparePairedItemDataArray(
pairedItem: number | IPairedItemData | IPairedItemData[] | undefined,
): IPairedItemData[] {
if (pairedItem === undefined) return [];
if (typeof pairedItem === 'number') return [{ item: pairedItem }];
if (Array.isArray(pairedItem)) return pairedItem;
return [pairedItem];
}
export const sanitizeDataPathKey = (item: IDataObject, key: string) => {
if (item[key] !== undefined) {
return key;
}
if (
(key.startsWith("['") && key.endsWith("']")) ||
(key.startsWith('["') && key.endsWith('"]'))
) {
key = key.slice(2, -2);
if (item[key] !== undefined) {
return key;
}
}
return key;
};