n8n/packages/nodes-base/nodes/Merge/v2/GenericFunctions.ts

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import type {
GenericValue,
IBinaryKeyData,
IDataObject,
INodeExecutionData,
IPairedItemData,
} from 'n8n-workflow';
import assign from 'lodash/assign';
import assignWith from 'lodash/assignWith';
import get from 'lodash/get';
import merge from 'lodash/merge';
import mergeWith from 'lodash/mergeWith';
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>
2023-06-22 07:47:28 -07:00
import { fuzzyCompare } from '@utils/utilities';
type PairToMatch = {
field1: string;
field2: string;
};
export type MatchFieldsOptions = {
joinMode: MatchFieldsJoinMode;
outputDataFrom: MatchFieldsOutput;
multipleMatches: MultipleMatches;
disableDotNotation: boolean;
fuzzyCompare?: boolean;
};
export type ClashResolveOptions = {
resolveClash: ClashResolveMode;
mergeMode: ClashMergeMode;
overrideEmpty: boolean;
};
type ClashMergeMode = 'deepMerge' | 'shallowMerge';
type ClashResolveMode = 'addSuffix' | 'preferInput1' | 'preferInput2';
type MultipleMatches = 'all' | 'first';
export type MatchFieldsOutput = 'both' | 'input1' | 'input2';
export type MatchFieldsJoinMode =
| 'keepEverything'
| 'keepMatches'
| 'keepNonMatches'
| 'enrichInput2'
| 'enrichInput1';
type EntryMatches = {
entry: INodeExecutionData;
matches: INodeExecutionData[];
};
type CompareFunction = <T, U>(a: T, b: U) => boolean;
export function addSuffixToEntriesKeys(data: INodeExecutionData[], suffix: string) {
return data.map((entry) => {
const json: IDataObject = {};
Object.keys(entry.json).forEach((key) => {
json[`${key}_${suffix}`] = entry.json[key];
});
return { ...entry, json };
});
}
function findAllMatches(
data: INodeExecutionData[],
lookup: IDataObject,
disableDotNotation: boolean,
isEntriesEqual: CompareFunction,
) {
return data.reduce((acc, entry2, i) => {
if (entry2 === undefined) return acc;
for (const key of Object.keys(lookup)) {
const excpectedValue = lookup[key];
let entry2FieldValue;
if (disableDotNotation) {
entry2FieldValue = entry2.json[key];
} else {
entry2FieldValue = get(entry2.json, key);
}
if (!isEntriesEqual(excpectedValue, entry2FieldValue)) {
return acc;
}
}
return acc.concat({
entry: entry2,
index: i,
});
}, [] as IDataObject[]);
}
function findFirstMatch(
data: INodeExecutionData[],
lookup: IDataObject,
disableDotNotation: boolean,
isEntriesEqual: CompareFunction,
) {
const index = data.findIndex((entry2) => {
if (entry2 === undefined) return false;
for (const key of Object.keys(lookup)) {
const excpectedValue = lookup[key];
let entry2FieldValue;
if (disableDotNotation) {
entry2FieldValue = entry2.json[key];
} else {
entry2FieldValue = get(entry2.json, key);
}
if (!isEntriesEqual(excpectedValue, entry2FieldValue)) {
return false;
}
}
return true;
});
if (index === -1) return [];
return [{ entry: data[index], index }];
}
export function findMatches(
input1: INodeExecutionData[],
input2: INodeExecutionData[],
fieldsToMatch: PairToMatch[],
options: MatchFieldsOptions,
) {
const data1 = [...input1];
const data2 = [...input2];
const isEntriesEqual = fuzzyCompare(options.fuzzyCompare as boolean);
const disableDotNotation = options.disableDotNotation || false;
const multipleMatches = (options.multipleMatches as string) || 'all';
const filteredData = {
matched: [] as EntryMatches[],
matched2: [] as INodeExecutionData[],
unmatched1: [] as INodeExecutionData[],
unmatched2: [] as INodeExecutionData[],
};
const matchedInInput2 = new Set<number>();
matchesLoop: for (const entry1 of data1) {
const lookup: IDataObject = {};
fieldsToMatch.forEach((matchCase) => {
let valueToCompare;
if (disableDotNotation) {
valueToCompare = entry1.json[matchCase.field1];
} else {
valueToCompare = get(entry1.json, matchCase.field1);
}
lookup[matchCase.field2] = valueToCompare;
});
for (const fieldValue of Object.values(lookup)) {
if (fieldValue === undefined) {
filteredData.unmatched1.push(entry1);
continue matchesLoop;
}
}
const foundedMatches =
multipleMatches === 'all'
? findAllMatches(data2, lookup, disableDotNotation, isEntriesEqual)
: findFirstMatch(data2, lookup, disableDotNotation, isEntriesEqual);
const matches = foundedMatches.map((match) => match.entry) as INodeExecutionData[];
foundedMatches.map((match) => matchedInInput2.add(match.index as number));
if (matches.length) {
if (
options.outputDataFrom === 'both' ||
options.joinMode === 'enrichInput1' ||
options.joinMode === 'enrichInput2'
) {
matches.forEach((match) => {
filteredData.matched.push({
entry: entry1,
matches: [match],
});
});
} else {
filteredData.matched.push({
entry: entry1,
matches,
});
}
} else {
filteredData.unmatched1.push(entry1);
}
}
data2.forEach((entry, i) => {
if (matchedInInput2.has(i)) {
filteredData.matched2.push(entry);
} else {
filteredData.unmatched2.push(entry);
}
});
return filteredData;
}
export function selectMergeMethod(clashResolveOptions: ClashResolveOptions) {
const mergeMode = clashResolveOptions.mergeMode as string;
if (clashResolveOptions.overrideEmpty) {
function customizer(targetValue: GenericValue, srcValue: GenericValue) {
if (srcValue === undefined || srcValue === null || srcValue === '') {
return targetValue;
}
}
if (mergeMode === 'deepMerge') {
return (target: IDataObject, ...source: IDataObject[]) => {
const targetCopy = Object.assign({}, target);
return mergeWith(targetCopy, ...source, customizer);
};
}
if (mergeMode === 'shallowMerge') {
return (target: IDataObject, ...source: IDataObject[]) => {
const targetCopy = Object.assign({}, target);
return assignWith(targetCopy, ...source, customizer);
};
}
} else {
if (mergeMode === 'deepMerge') {
return (target: IDataObject, ...source: IDataObject[]) => merge({}, target, ...source);
}
if (mergeMode === 'shallowMerge') {
return (target: IDataObject, ...source: IDataObject[]) => assign({}, target, ...source);
}
}
return (target: IDataObject, ...source: IDataObject[]) => merge({}, target, ...source);
}
export function mergeMatched(
matched: EntryMatches[],
clashResolveOptions: ClashResolveOptions,
joinMode?: MatchFieldsJoinMode,
) {
const returnData: INodeExecutionData[] = [];
let resolveClash = clashResolveOptions.resolveClash as string;
const mergeIntoSingleObject = selectMergeMethod(clashResolveOptions);
for (const match of matched) {
let { entry, matches } = match;
let json: IDataObject = {};
let binary: IBinaryKeyData = {};
if (resolveClash === 'addSuffix') {
const suffix1 = '1';
const suffix2 = '2';
[entry] = addSuffixToEntriesKeys([entry], suffix1);
matches = addSuffixToEntriesKeys(matches, suffix2);
json = mergeIntoSingleObject({ ...entry.json }, ...matches.map((item) => item.json));
binary = mergeIntoSingleObject(
{ ...entry.binary },
...matches.map((item) => item.binary as IDataObject),
);
} else {
const preferInput1 = 'preferInput1';
const preferInput2 = 'preferInput2';
if (resolveClash === undefined) {
if (joinMode !== 'enrichInput2') {
resolveClash = 'preferInput2';
} else {
resolveClash = 'preferInput1';
}
}
if (resolveClash === preferInput1) {
const [firstMatch, ...restMatches] = matches;
json = mergeIntoSingleObject(
{ ...firstMatch.json },
...restMatches.map((item) => item.json),
entry.json,
);
binary = mergeIntoSingleObject(
{ ...firstMatch.binary },
...restMatches.map((item) => item.binary as IDataObject),
entry.binary as IDataObject,
);
}
if (resolveClash === preferInput2) {
json = mergeIntoSingleObject({ ...entry.json }, ...matches.map((item) => item.json));
binary = mergeIntoSingleObject(
{ ...entry.binary },
...matches.map((item) => item.binary as IDataObject),
);
}
}
const pairedItem = [
entry.pairedItem as IPairedItemData,
...matches.map((m) => m.pairedItem as IPairedItemData),
];
returnData.push({
json,
binary,
pairedItem,
});
}
return returnData;
}
export function checkMatchFieldsInput(data: IDataObject[]) {
if (data.length === 1 && data[0].field1 === '' && data[0].field2 === '') {
throw new Error(
'You need to define at least one pair of fields in "Fields to Match" to match on',
);
}
for (const [index, pair] of data.entries()) {
if (pair.field1 === '' || pair.field2 === '') {
throw new Error(
`You need to define both fields in "Fields to Match" for pair ${index + 1},
field 1 = '${pair.field1}'
field 2 = '${pair.field2}'`,
);
}
}
return data as PairToMatch[];
}
export function checkInput(
input: INodeExecutionData[],
fields: string[],
disableDotNotation: boolean,
inputLabel: string,
) {
for (const field of fields) {
const isPresent = (input || []).some((entry) => {
if (disableDotNotation) {
return entry.json.hasOwnProperty(field);
}
return get(entry.json, field, undefined) !== undefined;
});
if (!isPresent) {
throw new Error(`Field '${field}' is not present in any of items in '${inputLabel}'`);
}
}
return input;
}
export function addSourceField(data: INodeExecutionData[], sourceField: string) {
return data.map((entry) => {
const json = {
...entry.json,
_source: sourceField,
};
return {
...entry,
json,
};
});
}