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clickhouse.ts
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507 lines (456 loc) · 19.3 KB
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import { IAdminForthDataSourceConnector, IAdminForthSingleFilter, IAdminForthAndOrFilter, AdminForthResource, AdminForthResourceColumn } from '../types/Back.js';
import AdminForthBaseConnector from './baseConnector.js';
import dayjs from 'dayjs';
import { createClient } from '@clickhouse/client'
import { AdminForthDataTypes, AdminForthFilterOperators, AdminForthSortDirections } from '../types/Common.js';
import { afLogger } from '../modules/logger.js';
class ClickhouseConnector extends AdminForthBaseConnector implements IAdminForthDataSourceConnector {
dbName: string;
url: string;
async setupClient(url): Promise<void> {
this.dbName = new URL(url).pathname.replace('/', '');
this.url = url;
// create connection here
this.client = createClient({
url: url.replace('clickhouse://', 'http://'),
clickhouse_settings: {
// Allows to insert serialized JS Dates (such as '2023-12-06T10:54:48.000Z')
date_time_input_format: 'best_effort',
// Recommended for cluster usage to avoid situations where a query processing error occurred after the response code,
// and HTTP headers were already sent to the client.
// See https://clickhouse.com/docs/en/interfaces/http/#response-buffering
wait_end_of_query: 1,
},
// log:{
// level: ClickHouseLogLevel.TRACE,
// }
});
}
async getAllTables(): Promise<Array<string>> {
const res = await this.client.query({
query: `
SELECT name
FROM system.tables
WHERE database = '${this.dbName}'
`,
format: 'JSON',
});
const jsonResult = await res.json();
return jsonResult.data.map((row: any) => row.name);
}
async getAllColumnsInTable(tableName: string): Promise<Array<{ name: string; sampleValue?: any }>> {
const res = await this.client.query({
query: `
SELECT name
FROM system.columns
WHERE database = '${this.dbName}' AND table = {table:String}
`,
format: 'JSON',
query_params: {
table: tableName,
},
});
const jsonResult = await res.json();
const orderByField = ['updated_at', 'created_at', 'id'].find(f =>
jsonResult.data.some((col: any) => col.name === f)
);
let sampleRow = {};
if (orderByField) {
const sampleRes = await this.client.query({
query: `SELECT * FROM ${this.dbName}.${tableName} ORDER BY ${orderByField} DESC LIMIT 1`,
format: 'JSON',
});
const sampleJson = await sampleRes.json();
sampleRow = sampleJson.data?.[0] ?? {};
} else {
const sampleRes = await this.client.query({
query: `SELECT * FROM ${this.dbName}.${tableName} LIMIT 1`,
format: 'JSON',
});
const sampleJson = await sampleRes.json();
sampleRow = sampleJson.data?.[0] ?? {};
}
return jsonResult.data.map((col: any) => ({
name: col.name,
sampleValue: sampleRow[col.name],
}));
}
async discoverFields(resource: AdminForthResource): Promise<{[key: string]: AdminForthResourceColumn}> {
const tableName = resource.table;
let rows;
try {
const q = await this.client.query({
query: `SELECT * FROM system.columns WHERE table = '${tableName}' and database = '${this.dbName}'`,
format: 'JSONEachRow',
});
rows = await q.json();
} catch (e) {
afLogger.error(` 🛑Error connecting to datasource URL ${this.url}: ${e}`);
return null;
}
const fieldTypes = {};
rows.forEach((row) => {
const field: any = {};
const baseType = row.type;
if (baseType.startsWith('Int') || baseType.startsWith('UInt')) {
field.type = AdminForthDataTypes.INTEGER;
} else if (baseType === 'FixedString' || baseType === 'String') {
field.type = AdminForthDataTypes.STRING;
// TODO
// const length = baseType.match(/\d+/g);
// field.maxLength = length ? parseInt(length[0]) : null;
} else if (baseType == 'UUID') {
field.type = AdminForthDataTypes.STRING;
} else if (baseType.startsWith('Decimal')) {
field.type = AdminForthDataTypes.DECIMAL;
const [precision, scale] = baseType.match(/\d+/g);
field.precision = parseInt(precision);
field.scale = parseInt(scale);
} else if (baseType.startsWith('Float')) {
field.type = AdminForthDataTypes.FLOAT;
} else if (baseType == 'DateTime64' || baseType == 'DateTime' || baseType.startsWith('DateTime64(')) {
field.type = AdminForthDataTypes.DATETIME;
} else if (baseType == 'Date' || baseType == 'Date64') {
field.type = AdminForthDataTypes.DATE;
} else if (baseType == 'Boolean' || baseType == 'Bool') {
field.type = AdminForthDataTypes.BOOLEAN;
field._underlineType = 'boolean';
} else {
field.type = 'unknown'
}
field._underlineType = baseType;
field._baseTypeDebug = baseType;
field.required = row.notnull == 1;
field.primaryKey = row.is_in_primary_key == 1;
field.default = row.dflt_value;
fieldTypes[row.name] = field
});
return fieldTypes;
}
getFieldValue(field: AdminForthResourceColumn, value: any): any {
if (field.type == AdminForthDataTypes.DATETIME) {
if (!value) {
return null;
}
if (field._underlineType.startsWith('Int') || field._underlineType.startsWith('UInt')) {
return dayjs.unix(+value).toISOString();
} else if (field._underlineType.startsWith('DateTime')
|| field._underlineType.startsWith('String')
|| field._underlineType.startsWith('FixedString')) {
const v = dayjs(value).toISOString();
return v;
} else {
throw new Error(`AdminForth does not support row type: ${field._underlineType} for timestamps, use VARCHAR (with iso strings) or TIMESTAMP/INT (with unix timestamps). Issue in field "${field.name}"`);
}
} else if (field.type == AdminForthDataTypes.DATE) {
if (!value) {
return null;
}
return dayjs(value).toISOString().split('T')[0];
} else if (field.type == AdminForthDataTypes.BOOLEAN) {
return value === null ? null : !!value;
} else if (field.type == AdminForthDataTypes.JSON) {
if (field._underlineType.startsWith('String') || field._underlineType.startsWith('FixedString')) {
try {
return JSON.parse(value);
} catch (e) {
return {'error': `Failed to parse JSON: ${e.message}`}
}
} else {
afLogger.error(`AdminForth: JSON field is not a string but ${field._underlineType}, this is not supported yet`);
}
}
return value;
}
setFieldValue(field: AdminForthResourceColumn, value: any): any {
if (field.type == AdminForthDataTypes.DATETIME) {
if (!value) {
return null;
}
if (field._underlineType.startsWith('Int') || field._underlineType.startsWith('UInt')) {
// value is iso string now, convert to unix timestamp
return dayjs(value).unix();
} else if (field._underlineType.startsWith('DateTime')
|| field._underlineType.startsWith('String')
|| field._underlineType.startsWith('FixedString')) {
// value is iso string now, convert to unix timestamp
const iso = dayjs(value).format('YYYY-MM-DDTHH:mm:ss');
return iso;
}
} else if (field.type == AdminForthDataTypes.BOOLEAN) {
return value === null ? null : (value ? 1 : 0);
} else if (field.type == AdminForthDataTypes.JSON) {
// check underline type is text or string
if (field._underlineType.startsWith('String') || field._underlineType.startsWith('FixedString')) {
return JSON.stringify(value);
} else {
afLogger.error(`AdminForth: JSON field is not a string/text but ${field._underlineType}, this is not supported yet`);
}
}
return value;
}
OperatorsMap = {
[AdminForthFilterOperators.EQ]: '=',
[AdminForthFilterOperators.NE]: '!=',
[AdminForthFilterOperators.GT]: '>',
[AdminForthFilterOperators.LT]: '<',
[AdminForthFilterOperators.GTE]: '>=',
[AdminForthFilterOperators.LTE]: '<=',
[AdminForthFilterOperators.LIKE]: 'LIKE',
[AdminForthFilterOperators.ILIKE]: 'ILIKE',
[AdminForthFilterOperators.IN]: 'IN',
[AdminForthFilterOperators.NIN]: 'NOT IN',
[AdminForthFilterOperators.AND]: 'AND',
[AdminForthFilterOperators.OR]: 'OR',
[AdminForthFilterOperators.IS_EMPTY]: 'IS NULL',
[AdminForthFilterOperators.IS_NOT_EMPTY]: 'IS NOT NULL',
};
SortDirectionsMap = {
[AdminForthSortDirections.asc]: 'ASC',
[AdminForthSortDirections.desc]: 'DESC',
};
getFilterString(resource: AdminForthResource, filter: IAdminForthSingleFilter | IAdminForthAndOrFilter): string {
if ((filter as IAdminForthSingleFilter).field) {
// Field-to-field comparison support
if ((filter as IAdminForthSingleFilter).rightField) {
const left = (filter as IAdminForthSingleFilter).field;
const right = (filter as IAdminForthSingleFilter).rightField;
const operator = this.OperatorsMap[filter.operator];
return `${left} ${operator} ${right}`;
}
// filter is a Single filter
let field = (filter as IAdminForthSingleFilter).field;
const column = resource.dataSourceColumns.find((col) => col.name == field);
let placeholder = `{f$?:${column._underlineType}}`;
let operator = this.OperatorsMap[filter.operator];
// Handle IS_EMPTY and IS_NOT_EMPTY operators
if (filter.operator == AdminForthFilterOperators.IS_EMPTY || filter.operator == AdminForthFilterOperators.IS_NOT_EMPTY) {
return `${field} ${operator}`;
}
if (column._underlineType.startsWith('Decimal')) {
field = `toDecimal64(${field}, 8)`;
placeholder = `toDecimal64({f$?:String}, 8)`;
}
if ((filter.operator == AdminForthFilterOperators.LIKE || filter.operator == AdminForthFilterOperators.ILIKE) && column._underlineType == 'UUID') {
placeholder = '{f$?:String}';
field = `toString(${field})`;
}
if (filter.operator == AdminForthFilterOperators.IN || filter.operator == AdminForthFilterOperators.NIN) {
placeholder = `(${filter.value.map((_, j) => `{p$?:${column._underlineType}}`).join(', ')})`;
} else if (filter.operator == AdminForthFilterOperators.EQ && filter.value === null) {
operator = 'IS';
placeholder = 'NULL';
} else if (filter.operator == AdminForthFilterOperators.NE) {
if (filter.value === null) {
operator = 'IS NOT';
placeholder = 'NULL';
} else {
// for not equal, we need to add a null check
// because nullish field will not match != value
placeholder = `${placeholder} OR ${field} IS NULL)`;
field = `(${field}`;
}
}
return `${field} ${operator} ${placeholder}`;
}
// filter is a single insecure raw sql
if ((filter as IAdminForthSingleFilter).insecureRawSQL) {
return (filter as IAdminForthSingleFilter).insecureRawSQL;
}
// filter is a AndOr filter
return (filter as IAdminForthAndOrFilter).subFilters.map((f) => {
if ((f as IAdminForthSingleFilter).field || (f as IAdminForthSingleFilter).insecureRawSQL) {
// subFilter is a Single filter
return this.getFilterString(resource, f);
}
// subFilter is a AndOr filter - add parentheses
return `(${this.getFilterString(resource, f)})`;
}).join(` ${this.OperatorsMap[filter.operator]} `);
}
getFilterParams(filter: IAdminForthSingleFilter | IAdminForthAndOrFilter): any[] {
if ((filter as IAdminForthSingleFilter).field) {
if ((filter as IAdminForthSingleFilter).rightField) {
// No params for field-to-field comparisons
return [];
}
// filter is a Single filter
// Handle IS_EMPTY and IS_NOT_EMPTY operators - no params needed
if (filter.operator == AdminForthFilterOperators.IS_EMPTY || filter.operator == AdminForthFilterOperators.IS_NOT_EMPTY) {
return [];
} else if (filter.operator == AdminForthFilterOperators.LIKE || filter.operator == AdminForthFilterOperators.ILIKE) {
return [{ 'f': `%${filter.value}%` }];
} else if (filter.operator == AdminForthFilterOperators.IN || filter.operator == AdminForthFilterOperators.NIN) {
return [{ 'p': filter.value }];
} else if (filter.operator == AdminForthFilterOperators.EQ && filter.value === null) {
// there is no param for IS NULL filter
return [];
} else if (filter.operator == AdminForthFilterOperators.NE && filter.value === null) {
// there is no param for IS NOT NULL filter
return [];
} else {
return [{ 'f': (filter as IAdminForthSingleFilter).value }];
}
}
// filter is a Single insecure raw sql
if ((filter as IAdminForthSingleFilter).insecureRawSQL) {
return [];
}
// filter is a AndOrFilter
return (filter as IAdminForthAndOrFilter).subFilters.reduce((params: any[], f: IAdminForthSingleFilter | IAdminForthAndOrFilter) => {
return params.concat(this.getFilterParams(f));
}, []);
}
whereParams(filters: IAdminForthAndOrFilter): any {
if (filters.subFilters.length === 0) {
return {};
}
const paramsArray = this.getFilterParams(filters);
const params = paramsArray.reduce((acc, param, paramIndex) => {
if (param.f !== undefined) {
acc[`f${paramIndex}`] = param.f;
}
else if (param.p !== undefined) {
param.p.forEach((paramValue: any, paramValueIndex: number) => acc[`p${paramIndex}_${paramValueIndex}`] = paramValue);
}
return acc;
}, {});
return params;
}
whereClause(
resource: AdminForthResource,
filters: IAdminForthAndOrFilter
): {
where: string,
params: any,
} {
if (filters.subFilters.length === 0) {
return {
where: '',
params: {},
}
}
const params = this.whereParams(filters);
const where = Object.keys(params).reduce((w, paramKey) => {
// remove first char of string (will be "f" or "p") to leave only index
const keyIndex = paramKey.substring(1);
return w.replace('$?', keyIndex);
}, `WHERE ${this.getFilterString(resource, filters)}`);
return { where, params };
}
async getDataWithOriginalTypes({ resource, limit, offset, sort, filters }: {
resource: AdminForthResource,
limit: number,
offset: number,
sort: { field: string, direction: AdminForthSortDirections }[],
filters: IAdminForthAndOrFilter,
}): Promise<any[]> {
const columns = resource.dataSourceColumns.map((col) => {
// for decimal cast to string
if (col.type == AdminForthDataTypes.DECIMAL) {
return `toString(${col.name}) as ${col.name}`
}
return col.name;
}).join(', ');
const tableName = resource.table;
const { where, params } = this.whereClause(resource, filters);
const orderBy = sort.length ? `ORDER BY ${sort.map((s) => `${s.field} ${this.SortDirectionsMap[s.direction]}`).join(', ')}` : '';
const q = `SELECT ${columns} FROM ${tableName} ${where} ${orderBy} LIMIT {limit:Int} OFFSET {offset:Int}`;
const d = {
...params,
limit,
offset,
};
const stmt = await this.client.query({
query: q,
format: 'JSONEachRow',
query_params: d,
});
const rows = await stmt.json();
return rows.map((row) => {
const newRow = {};
for (const [key, value] of Object.entries(row)) {
newRow[key] = value;
}
return newRow;
});
}
async getCount({
resource,
filters,
}: {
resource: AdminForthResource;
filters: IAdminForthAndOrFilter;
}): Promise<number> {
const tableName = resource.table;
// validate and normalize in case this method is called from dataAPI
if (filters) {
const filterValidation = this.validateAndNormalizeFilters(filters, resource);
if (!filterValidation.ok) {
throw new Error(filterValidation.error);
}
}
const { where, params } = this.whereClause(resource, filters);
const countQ = await this.client.query({
query: `SELECT COUNT(*) as count FROM ${tableName} ${where}`,
format: 'JSONEachRow',
query_params: params,
});
const countResp = await countQ.json()
return +countResp[0]['count'];
}
async getMinMaxForColumnsWithOriginalTypes({ resource, columns }: { resource: AdminForthResource, columns: AdminForthResourceColumn[] }): Promise<{ [key: string]: { min: any, max: any } }> {
const tableName = resource.table;
const result = {};
await Promise.all(columns.map(async (col) => {
const stmt = await this.client.query({
query: `SELECT MIN(${col.name}) as min, MAX(${col.name}) as max FROM ${tableName}`,
format: 'JSONEachRow',
});
const rows = await stmt.json();
result[col.name] = {
min: rows[0].min,
max: rows[0].max,
};
}))
return result;
}
async createRecordOriginalValues({ resource, record }: { resource: AdminForthResource, record: any }): Promise<string> {
const tableName = resource.table;
const columns = Object.keys(record);
await this.client.insert({
database: this.dbName,
table: tableName,
columns: columns,
values: [Object.values(record)],
});
return '';
}
async updateRecordOriginalValues({ resource, recordId, newValues }: { resource: AdminForthResource, recordId: any, newValues: any }) {
const columnsWithPlaceholders = Object.keys(newValues).map((col) => {
return `${col} = {${col}:${resource.dataSourceColumns.find((c) => c.name == col)._underlineType}}`
});
await this.client.command(
{
query: `ALTER TABLE ${this.dbName}.${resource.table} UPDATE ${columnsWithPlaceholders.join(', ')} WHERE ${this.getPrimaryKey(resource)} = {recordId:${resource.dataSourceColumns.find((c) => c.primaryKey)._underlineType}}`,
query_params: { ...newValues, recordId },
}
);
}
async deleteRecord({ resource, recordId }: { resource: AdminForthResource, recordId: any }): Promise<boolean> {
const pkColumn = resource.dataSourceColumns.find((col) => col.primaryKey);
const res = await this.client.command(
{
query: `ALTER TABLE ${this.dbName}.${resource.table} DELETE WHERE ${
pkColumn.name
} = {recordId:${pkColumn._underlineType}}`,
query_params: { recordId },
}
);
// todo test what is in res
return res;
}
close() {
this.client.disconnect();
}
}
export default ClickhouseConnector;