budibase/packages/builder/src/helpers/lucene.js

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import { NoEmptyFilterStrings } from "../constants/lucene"
/**
* Removes any fields that contain empty strings that would cause inconsistent
* behaviour with how backend tables are filtered (no value means no filter).
*/
function cleanupQuery(query) {
if (!query) {
return query
}
for (let filterField of NoEmptyFilterStrings) {
if (!query[filterField]) {
continue
}
for (let [key, value] of Object.entries(query[filterField])) {
if (!value || value === "") {
delete query[filterField][key]
}
}
}
return query
}
/**
* Builds a lucene JSON query from the filter structure generated in the builder
* @param filter the builder filter structure
*/
export const buildLuceneQuery = filter => {
let query = {
string: {},
fuzzy: {},
range: {},
equal: {},
notEqual: {},
empty: {},
notEmpty: {},
contains: {},
notContains: {},
}
if (Array.isArray(filter)) {
filter.forEach(expression => {
let { operator, field, type, value } = expression
// Parse all values into correct types
if (type === "datetime" && value) {
value = new Date(value).toISOString()
}
if (type === "number") {
value = parseFloat(value)
}
if (type === "boolean") {
value = `${value}`?.toLowerCase() === "true"
}
if (operator.startsWith("range")) {
if (!query.range[field]) {
query.range[field] = {
low:
type === "number"
? Number.MIN_SAFE_INTEGER
: "0000-00-00T00:00:00.000Z",
high:
type === "number"
? Number.MAX_SAFE_INTEGER
: "9999-00-00T00:00:00.000Z",
}
}
if (operator === "rangeLow" && value != null && value !== "") {
query.range[field].low = value
} else if (operator === "rangeHigh" && value != null && value !== "") {
query.range[field].high = value
}
} else if (query[operator]) {
if (type === "boolean") {
// Transform boolean filters to cope with null.
// "equals false" needs to be "not equals true"
// "not equals false" needs to be "equals true"
if (operator === "equal" && value === false) {
query.notEqual[field] = true
} else if (operator === "notEqual" && value === false) {
query.equal[field] = true
} else {
query[operator][field] = value
}
} else {
query[operator][field] = value
}
}
})
}
return query
}
/**
* Performs a client-side lucene search on an array of data
* @param docs the data
* @param query the JSON lucene query
*/
export const luceneQuery = (docs, query) => {
if (!query) {
return docs
}
// make query consistent first
query = cleanupQuery(query)
// Iterates over a set of filters and evaluates a fail function against a doc
const match = (type, failFn) => doc => {
const filters = Object.entries(query[type] || {})
for (let i = 0; i < filters.length; i++) {
if (failFn(filters[i][0], filters[i][1], doc)) {
return false
}
}
return true
}
// Process a string match (fails if the value does not start with the string)
const stringMatch = match("string", (key, value, doc) => {
return !doc[key] || !doc[key].toLowerCase().startsWith(value?.toLowerCase())
})
// Process a fuzzy match (treat the same as starts with when running locally)
const fuzzyMatch = match("fuzzy", (key, value, doc) => {
return !doc[key] || !doc[key].startsWith(value)
})
// Process a range match
const rangeMatch = match("range", (key, value, doc) => {
return !doc[key] || doc[key] < value.low || doc[key] > value.high
})
// Process an equal match (fails if the value is different)
const equalMatch = match("equal", (key, value, doc) => {
return value != null && value !== "" && doc[key] !== value
})
// Process a not-equal match (fails if the value is the same)
const notEqualMatch = match("notEqual", (key, value, doc) => {
return value != null && value !== "" && doc[key] === value
})
// Process an empty match (fails if the value is not empty)
const emptyMatch = match("empty", (key, value, doc) => {
return doc[key] != null && doc[key] !== ""
})
// Process a not-empty match (fails is the value is empty)
const notEmptyMatch = match("notEmpty", (key, value, doc) => {
return doc[key] == null || doc[key] === ""
})
// Match a document against all criteria
const docMatch = doc => {
return (
stringMatch(doc) &&
fuzzyMatch(doc) &&
rangeMatch(doc) &&
equalMatch(doc) &&
notEqualMatch(doc) &&
emptyMatch(doc) &&
notEmptyMatch(doc)
)
}
// Process all docs
return docs.filter(docMatch)
}
/**
* Performs a client-side sort from the equivalent server-side lucene sort
* parameters.
* @param docs the data
* @param sort the sort column
* @param sortOrder the sort order ("ascending" or "descending")
* @param sortType the type of sort ("string" or "number")
*/
export const luceneSort = (docs, sort, sortOrder, sortType = "string") => {
if (!sort || !sortOrder || !sortType) {
return docs
}
const parse = sortType === "string" ? x => `${x}` : x => parseFloat(x)
return docs.slice().sort((a, b) => {
const colA = parse(a[sort])
const colB = parse(b[sort])
if (sortOrder === "Descending") {
return colA > colB ? -1 : 1
} else {
return colA > colB ? 1 : -1
}
})
}
/**
* Limits the specified docs to the specified number of rows from the equivalent
* server-side lucene limit parameters.
* @param docs the data
* @param limit the number of docs to limit to
*/
export const luceneLimit = (docs, limit) => {
const numLimit = parseFloat(limit)
if (isNaN(numLimit)) {
return docs
}
return docs.slice(0, numLimit)
}