import get from 'lodash/get';
import {
	type GenericValue,
	type IDataObject,
	type IExecuteFunctions,
	NodeOperationError,
} from 'n8n-workflow';

type AggregationType =
	| 'append'
	| 'average'
	| 'concatenate'
	| 'count'
	| 'countUnique'
	| 'max'
	| 'min'
	| 'sum';

export type Aggregation = {
	aggregation: AggregationType;
	field: string;
	includeEmpty?: boolean;
	separateBy?: string;
	customSeparator?: string;
};

export type Aggregations = Aggregation[];

const AggregationDisplayNames = {
	append: 'appended_',
	average: 'average_',
	concatenate: 'concatenated_',
	count: 'count_',
	countUnique: 'unique_count_',
	max: 'max_',
	min: 'min_',
	sum: 'sum_',
};

export const NUMERICAL_AGGREGATIONS = ['average', 'sum'];

export type SummarizeOptions = {
	continueIfFieldNotFound: boolean;
	disableDotNotation?: boolean;
	outputFormat?: 'separateItems' | 'singleItem';
	skipEmptySplitFields?: boolean;
};

export type ValueGetterFn = (
	item: IDataObject,
	field: string,
) => IDataObject | IDataObject[] | GenericValue | GenericValue[];

function isEmpty<T>(value: T) {
	return value === undefined || value === null || value === '';
}

function normalizeFieldName(fieldName: string) {
	return fieldName.replace(/[\]\["]/g, '').replace(/[ .]/g, '_');
}

export const fieldValueGetter = (disableDotNotation?: boolean) => {
	return (item: IDataObject, field: string) =>
		disableDotNotation ? item[field] : get(item, field);
};

export function checkIfFieldExists(
	this: IExecuteFunctions,
	items: IDataObject[],
	aggregations: Aggregations,
	getValue: ValueGetterFn,
) {
	for (const aggregation of aggregations) {
		if (aggregation.field === '') {
			continue;
		}
		const exist = items.some((item) => getValue(item, aggregation.field) !== undefined);
		if (!exist) {
			throw new NodeOperationError(
				this.getNode(),
				`The field '${aggregation.field}' does not exist in any items`,
			);
		}
	}
}

function aggregate(items: IDataObject[], entry: Aggregation, getValue: ValueGetterFn) {
	const { aggregation, field } = entry;
	let data = [...items];

	if (NUMERICAL_AGGREGATIONS.includes(aggregation)) {
		data = data.filter(
			(item) => typeof getValue(item, field) === 'number' && !isEmpty(getValue(item, field)),
		);
	}

	switch (aggregation) {
		//combine operations
		case 'append':
			if (!entry.includeEmpty) {
				data = data.filter((item) => !isEmpty(getValue(item, field)));
			}
			return data.map((item) => getValue(item, field));
		case 'concatenate':
			const separateBy = entry.separateBy === 'other' ? entry.customSeparator : entry.separateBy;
			if (!entry.includeEmpty) {
				data = data.filter((item) => !isEmpty(getValue(item, field)));
			}
			return data
				.map((item) => {
					let value = getValue(item, field);
					if (typeof value === 'object') {
						value = JSON.stringify(value);
					}
					if (typeof value === 'undefined') {
						value = 'undefined';
					}

					return value;
				})
				.join(separateBy);

		//numerical operations
		case 'average':
			return (
				data.reduce((acc, item) => {
					return acc + (getValue(item, field) as number);
				}, 0) / data.length
			);
		case 'sum':
			return data.reduce((acc, item) => {
				return acc + (getValue(item, field) as number);
			}, 0);
		//comparison operations
		case 'min':
			let min;
			for (const item of data) {
				const value = getValue(item, field);
				if (value !== undefined && value !== null && value !== '') {
					if (min === undefined || value < min) {
						min = value;
					}
				}
			}
			return min ?? null;
		case 'max':
			let max;
			for (const item of data) {
				const value = getValue(item, field);
				if (value !== undefined && value !== null && value !== '') {
					if (max === undefined || value > max) {
						max = value;
					}
				}
			}
			return max ?? null;

		//count operations
		case 'countUnique':
			if (!entry.includeEmpty) {
				return new Set(data.map((item) => getValue(item, field)).filter((item) => !isEmpty(item)))
					.size;
			}
			return new Set(data.map((item) => getValue(item, field))).size;

		default:
			//count by default
			if (!entry.includeEmpty) {
				return data.filter((item) => !isEmpty(getValue(item, field))).length;
			}
			return data.length;
	}
}

function aggregateData(
	data: IDataObject[],
	fieldsToSummarize: Aggregations,
	options: SummarizeOptions,
	getValue: ValueGetterFn,
): { returnData: IDataObject; pairedItems?: number[] } {
	const returnData = Object.fromEntries(
		fieldsToSummarize.map((aggregation) => {
			const key = normalizeFieldName(
				`${AggregationDisplayNames[aggregation.aggregation]}${aggregation.field}`,
			);
			const result = aggregate(data, aggregation, getValue);
			return [key, result];
		}),
	);

	if (options.outputFormat === 'singleItem') {
		return { returnData };
	}

	return { returnData, pairedItems: data.map((item) => item._itemIndex as number) };
}

type AggregationResult = { returnData: IDataObject; pairedItems?: number[] };
type NestedAggregationResult =
	| AggregationResult
	| { fieldName: string; splits: Map<unknown, NestedAggregationResult> };

// Using Map to preserve types
// With a plain JS object, keys are converted to string
export function aggregateAndSplitData({
	splitKeys,
	inputItems,
	fieldsToSummarize,
	options,
	getValue,
	convertKeysToString = false,
}: {
	splitKeys: string[] | undefined;
	inputItems: IDataObject[];
	fieldsToSummarize: Aggregations;
	options: SummarizeOptions;
	getValue: ValueGetterFn;
	convertKeysToString?: boolean; // Legacy option for v1
}): NestedAggregationResult {
	if (!splitKeys?.length) {
		return aggregateData(inputItems, fieldsToSummarize, options, getValue);
	}

	const [firstSplitKey, ...restSplitKeys] = splitKeys;

	const groupedItems = new Map<unknown, IDataObject[]>();
	for (const item of inputItems) {
		let splitValue = getValue(item, firstSplitKey);

		if (splitValue && typeof splitValue === 'object') {
			splitValue = JSON.stringify(splitValue);
		}

		if (convertKeysToString) {
			splitValue = String(splitValue);
		}

		if (options.skipEmptySplitFields && typeof splitValue !== 'number' && !splitValue) {
			continue;
		}

		const group = groupedItems.get(splitValue) ?? [];
		groupedItems.set(splitValue, group.concat([item]));
	}

	const splits = new Map(
		Array.from(groupedItems.entries()).map(([groupKey, items]) => [
			groupKey,
			aggregateAndSplitData({
				splitKeys: restSplitKeys,
				inputItems: items,
				fieldsToSummarize,
				options,
				getValue,
				convertKeysToString,
			}),
		]),
	);

	return { fieldName: firstSplitKey, splits };
}

export function flattenAggregationResultToObject(result: NestedAggregationResult): IDataObject {
	if ('splits' in result) {
		return Object.fromEntries(
			Array.from(result.splits.entries()).map(([key, value]) => [
				key,
				flattenAggregationResultToObject(value),
			]),
		);
	}

	return result.returnData;
}

export function flattenAggregationResultToArray(
	result: NestedAggregationResult,
): AggregationResult[] {
	if ('splits' in result) {
		return Array.from(result.splits.entries()).flatMap(([value, innerResult]) =>
			flattenAggregationResultToArray(innerResult).map((v) => {
				v.returnData[normalizeFieldName(result.fieldName)] = value as IDataObject;
				return v;
			}),
		);
	}
	return [result];
}