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utils.ts
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import {
astVisitor,
Expr,
ExprBinary,
ExprCall,
ExprInteger,
ExprList,
ExprRef,
ExprString,
ExprUnary,
FromTable,
SelectedColumn,
} from 'pgsql-ast-parser';
import { isString } from 'lodash';
import {
BooleanFilter,
AggregateColumn,
AggregateType,
BuilderMode,
DateFilter,
DateFilterWithoutValue,
Filter,
FilterOperator,
MultiFilter,
NullFilter,
NumberFilter,
OrderBy,
QueryBuilderOptions,
ColumnHint,
SelectedColumn as CHSelectedColumn,
StringFilter,
QueryType,
} from 'types/queryBuilder';
import { sqlToStatement } from 'data/ast';
import { getColumnByHint, logColumnHintsToAlias } from 'data/sqlGenerator';
import { Datasource } from 'data/CHDatasource';
import { tryApplyColumnHints } from 'data/utils';
export const isBooleanType = (type: string): boolean => {
return ['boolean'].includes(type?.toLowerCase());
};
export const isNumberType = (type: string): boolean => {
return ['int', 'float', 'decimal'].some((t) => type?.toLowerCase().includes(t));
};
export const isDateType = (type: string): boolean => {
const normalizedName = type?.toLowerCase();
return normalizedName?.startsWith('date') || normalizedName?.startsWith('nullable(date');
};
export const isDateTimeType = (type: string): boolean => {
const normalizedName = type?.toLowerCase();
return normalizedName?.startsWith('datetime') || normalizedName?.startsWith('nullable(datetime');
};
export const isStringType = (type: string): boolean => {
return !(isBooleanType(type) || isNumberType(type) || isDateType(type));
};
export const isJsonType = (type: string): boolean => {
const t = type?.toLowerCase() || '';
return t.startsWith('json') || t.startsWith("object('json')");
};
export const isNullFilter = (filter: Filter): filter is NullFilter => {
return [FilterOperator.IsNull, FilterOperator.IsNotNull].includes(filter.operator);
};
export const isBooleanFilter = (filter: Filter): filter is BooleanFilter => {
return isBooleanType(filter.type);
};
export const isNumberFilter = (filter: Filter): filter is NumberFilter => {
return isNumberType(filter.type);
};
export const isDateFilterWithOutValue = (filter: Filter): filter is DateFilterWithoutValue => {
return (
isDateType(filter.type) &&
[FilterOperator.WithInGrafanaTimeRange, FilterOperator.OutsideGrafanaTimeRange].includes(filter.operator)
);
};
export const isDateFilter = (filter: Filter): filter is DateFilter => {
return isDateType(filter.type);
};
export const isStringFilter = (filter: Filter): filter is StringFilter => {
return isStringType(filter.type) && ![FilterOperator.In, FilterOperator.NotIn].includes(filter.operator);
};
export const isMultiFilter = (filter: Filter): filter is MultiFilter => {
return isStringType(filter.type) && [FilterOperator.In, FilterOperator.NotIn].includes(filter.operator);
};
export function getQueryOptionsFromSql(
sql: string,
queryType?: QueryType,
datasource?: Datasource
): QueryBuilderOptions {
const ast = sqlToStatement(sql);
if (!ast) {
throw new Error('The query is not valid SQL.');
}
if (ast.type !== 'select') {
throw new Error('The query is not a select statement.');
}
if (!ast.from || ast.from.length !== 1) {
throw new Error(`The query has too many 'FROM' clauses.`);
}
if (ast.from[0].type !== 'table') {
throw new Error(`The 'FROM' clause is not a table.`);
}
const fromTable = ast.from[0] as FromTable;
const columnsAndAggregates = getAggregatesFromAst(ast.columns || null);
const builderOptions = {
database: fromTable.name.schema || '',
table: fromTable.name.name || '',
queryType: queryType || QueryType.Table,
mode: BuilderMode.List,
columns: [],
aggregates: [],
} as QueryBuilderOptions;
if (columnsAndAggregates.columns.length > 0) {
builderOptions.columns = columnsAndAggregates.columns || [];
}
// Reconstruct column hints based off of known column names / aliases
if (queryType === QueryType.Logs) {
tryApplyColumnHints(builderOptions.columns!, datasource?.getDefaultLogsColumns()); // Try match default log columns
tryApplyColumnHints(builderOptions.columns!, logColumnHintsToAlias); // Try match Grafana aliases
} else if (queryType === QueryType.Traces) {
tryApplyColumnHints(builderOptions.columns!, datasource?.getDefaultTraceColumns());
}
if (columnsAndAggregates.aggregates.length > 0) {
builderOptions.mode = BuilderMode.Aggregate;
builderOptions.aggregates = columnsAndAggregates.aggregates;
}
const timeColumn = getColumnByHint(builderOptions, ColumnHint.Time);
if (!queryType && timeColumn) {
builderOptions.queryType = QueryType.TimeSeries;
if (builderOptions.aggregates?.length || 0) {
builderOptions.mode = BuilderMode.Trend;
}
}
if (ast.where) {
builderOptions.filters = getFiltersFromAst(ast.where, timeColumn?.name || '');
}
const orderBy = ast.orderBy
?.map<OrderBy>((ob) => {
if (ob.by.type !== 'ref') {
return {} as OrderBy;
}
return { name: ob.by.name, dir: ob.order } as OrderBy;
})
.filter((x) => x.name);
if (orderBy && orderBy.length > 0) {
builderOptions.orderBy = orderBy!;
}
builderOptions.limit = ast.limit?.limit?.type === 'integer' ? ast.limit?.limit.value : undefined;
const groupBy = ast.groupBy
?.map((gb) => {
if (gb.type !== 'ref') {
return '';
}
return gb.name;
})
.filter((x) => x !== '');
if (groupBy && groupBy.length > 0) {
builderOptions.groupBy = groupBy;
}
return builderOptions;
}
function getFiltersFromAst(expr: Expr, timeField: string): Filter[] {
const filters: Filter[] = [];
let i = 0;
let notFlag = false;
const visitor = astVisitor((map) => ({
expr: (e) => {
switch (e?.type) {
case 'binary':
notFlag = getBinaryFilter(e, filters, i, notFlag);
map.super().expr(e);
break;
case 'ref':
({ i, notFlag } = getRefFilter(e, filters, i, notFlag));
break;
case 'string':
i = getStringFilter(filters, i, e);
break;
case 'integer':
i = getIntFilter(filters, i, e);
break;
case 'unary':
notFlag = getUnaryFilter(e, notFlag, i, filters);
map.super().expr(e);
break;
case 'call':
i = getCallFilter(e, timeField, filters, i);
break;
case 'list':
i = getListFilter(filters, i, e);
break;
default:
console.error(`${e?.type} is not supported. This is likely a bug.`);
break;
}
},
}));
visitor.expr(expr);
return filters;
}
function getRefFilter(e: ExprRef, filters: Filter[], i: number, notFlag: boolean): { i: number; notFlag: boolean } {
if (e.name?.toLowerCase() === '$__fromtime' && filters[i].operator === FilterOperator.GreaterThanOrEqual) {
if (notFlag) {
filters[i].operator = FilterOperator.OutsideGrafanaTimeRange;
notFlag = false;
} else {
filters[i].operator = FilterOperator.WithInGrafanaTimeRange;
}
filters[i].type = 'datetime';
i++;
return { i, notFlag };
}
if (e.name?.toLowerCase() === '$__totime') {
filters.splice(i, 1);
return { i, notFlag };
}
if (!filters[i].key) {
filters[i].key = e.name;
if (filters[i].operator === FilterOperator.IsNotNull) {
i++;
}
return { i, notFlag };
}
filters[i] = { ...filters[i], value: [e.name], type: 'string' } as Filter;
i++;
return { i, notFlag };
}
function getListFilter(filters: Filter[], i: number, e: ExprList): number {
filters[i] = {
...filters[i],
value: e.expressions.map((x) => {
const k = x as ExprString;
return k.value;
}),
type: 'string',
} as Filter;
i++;
return i;
}
function getCallFilter(e: ExprCall, timeField: string, filters: Filter[], i: number): number {
const val = `${e.function.name}(${e.args.map<string>((x) => (x as ExprRef).name).join(',')})`;
//do not add the timeFilter that is used when using time series and remove the condition
if (val === `$__timefilter(${timeField})`) {
filters.splice(i, 1);
return i;
}
if (val.startsWith('$__timefilter(')) {
filters[i] = {
...filters[i],
key: (e.args[0] as ExprRef).name,
operator: FilterOperator.WithInGrafanaTimeRange,
type: 'datetime',
} as Filter;
i++;
return i;
}
filters[i] = { ...filters[i], value: val, type: 'datetime' } as Filter;
if (!val) {
i++;
}
return i;
}
function getUnaryFilter(e: ExprUnary, notFlag: boolean, i: number, filters: Filter[]): boolean {
if (e.op === 'NOT') {
return true;
}
if (i === 0) {
filters.unshift({} as Filter);
}
filters[i].operator = e.op as FilterOperator;
return notFlag;
}
function getStringFilter(filters: Filter[], i: number, e: ExprString): number {
if (!filters[i].key) {
filters[i] = { ...filters[i], key: e.value } as Filter;
return i;
}
filters[i] = { ...filters[i], value: e.value, type: 'string' } as Filter;
i++;
return i;
}
function getIntFilter(filters: Filter[], i: number, e: ExprInteger): number {
if (!filters[i].key) {
filters[i] = { ...filters[i], key: e.value.toString() } as Filter;
return i;
}
filters[i] = { ...filters[i], value: e.value, type: 'int' } as Filter;
i++;
return i;
}
function getBinaryFilter(e: ExprBinary, filters: Filter[], i: number, notFlag: boolean): boolean {
if (e.op === 'AND' || e.op === 'OR') {
filters.unshift({
condition: e.op,
} as Filter);
} else if (Object.values(FilterOperator).find((x) => e.op === x)) {
if (i === 0) {
filters.unshift({} as Filter);
} else if (!filters[i]) {
filters.push({ condition: 'AND' } as Filter);
}
filters[i].operator = e.op as FilterOperator;
if (notFlag && filters[i].operator === FilterOperator.Like) {
filters[i].operator = FilterOperator.NotLike;
notFlag = false;
}
}
return notFlag;
}
function selectCallFunc(s: SelectedColumn): [AggregateColumn | string, string | undefined] {
if (s.expr.type !== 'call') {
return [{} as AggregateColumn, undefined];
}
let fields = s.expr.args.map((x) => {
if (x.type !== 'ref') {
return '';
}
return x.name;
});
if (fields.length > 1) {
return ['', undefined];
}
if (Object.values(AggregateType).includes(s.expr.function.name.toLowerCase() as AggregateType)) {
return [
{
aggregateType: s.expr.function.name as AggregateType,
column: fields[0],
alias: s.alias?.name,
} as AggregateColumn,
s.alias?.name,
];
}
return [fields[0], s.alias?.name];
}
function getAggregatesFromAst(selectClauses: SelectedColumn[] | null): {
columns: CHSelectedColumn[];
aggregates: AggregateColumn[];
} {
if (!selectClauses) {
return { columns: [], aggregates: [] };
}
const columns: CHSelectedColumn[] = [];
const aggregates: AggregateColumn[] = [];
for (let s of selectClauses) {
switch (s.expr.type) {
case 'ref':
columns.push({ name: s.expr.name, alias: s.alias?.name });
break;
case 'call':
const [columnOrAggregate, alias] = selectCallFunc(s);
if (!columnOrAggregate) {
break;
}
if (isString(columnOrAggregate)) {
columns.push({ name: columnOrAggregate, type: 'datetime', alias, hint: ColumnHint.Time });
} else {
aggregates.push(columnOrAggregate);
}
break;
}
}
return { columns, aggregates };
}
export const operMap = new Map<string, FilterOperator>([
['equals', FilterOperator.Equals],
['contains', FilterOperator.Like],
]);
export function getOper(v: string): FilterOperator {
return operMap.get(v) || FilterOperator.Equals;
}