Merge pull request #9958 from Budibase/fix/9886

Googlesheets filtering - mini-release
2023-03-10 16:14:28 +00:00 · 2023-03-10 16:14:28 +00:00 · 1d74985b90
parent 6f4d8dfab8 eef7c07194
commit 1d74985b90
35 changed files with 962 additions and 228 deletions
--- a/packages/bbui/package.json
+++ b/packages/bbui/package.json
@ -38,7 +38,8 @@
  ],
  "dependencies": {
    "@adobe/spectrum-css-workflow-icons": "1.2.1",
-    "@budibase/string-templates": "^2.4.17",
+    "@budibase/shared-core": "2.4.17",
+    "@budibase/string-templates": "2.4.17",
    "@spectrum-css/accordion": "3.0.24",
    "@spectrum-css/actionbutton": "1.0.1",
    "@spectrum-css/actiongroup": "1.0.1",
--- a/packages/bbui/src/helpers.js
+++ b/packages/bbui/src/helpers.js
@ -1,3 +1,6 @@
+import { helpers } from "@budibase/shared-core"
+export const deepGet = helpers.deepGet
+
 /**
 * Generates a DOM safe UUID.
 * Starting with a letter is important to make it DOM safe.
@ -41,30 +44,6 @@ export const hashString = string => {
  return hash.toString()
 }

-/**
- * Gets a key within an object. The key supports dot syntax for retrieving deep
- * fields - e.g. "a.b.c".
- * Exact matches of keys with dots in them take precedence over nested keys of
- * the same path - e.g. getting "a.b" from { "a.b": "foo", a: { b: "bar" } }
- * will return "foo" over "bar".
- * @param obj the object
- * @param key the key
- * @return {*|null} the value or null if a value was not found for this key
- */
-export const deepGet = (obj, key) => {
-  if (!obj || !key) {
-    return null
-  }
-  if (Object.prototype.hasOwnProperty.call(obj, key)) {
-    return obj[key]
-  }
-  const split = key.split(".")
-  for (let i = 0; i < split.length; i++) {
-    obj = obj?.[split[i]]
-  }
-  return obj
-}
-
 /**
 * Sets a key within an object. The key supports dot syntax for retrieving deep
 * fields - e.g. "a.b.c".
--- a/packages/builder/package.json
+++ b/packages/builder/package.json
@ -58,10 +58,11 @@
    }
  },
  "dependencies": {
-    "@budibase/bbui": "^2.4.17",
-    "@budibase/client": "^2.4.17",
-    "@budibase/frontend-core": "^2.4.17",
-    "@budibase/string-templates": "^2.4.17",
+    "@budibase/bbui": "2.4.17",
+    "@budibase/client": "2.4.17",
+    "@budibase/frontend-core": "2.4.17",
+    "@budibase/shared-core": "2.4.17",
+    "@budibase/string-templates": "2.4.17",
    "@fortawesome/fontawesome-svg-core": "^6.2.1",
    "@fortawesome/free-brands-svg-icons": "^6.2.1",
    "@fortawesome/free-solid-svg-icons": "^6.2.1",
--- a/packages/client/package.json
+++ b/packages/client/package.json
@ -19,9 +19,11 @@
    "dev:builder": "rollup -cw"
  },
  "dependencies": {
-    "@budibase/bbui": "^2.4.17",
-    "@budibase/frontend-core": "^2.4.17",
-    "@budibase/string-templates": "^2.4.17",
+    "@budibase/bbui": "2.4.17",
+    "@budibase/frontend-core": "2.4.17",
+    "@budibase/shared-core": "2.4.17",
+    "@budibase/string-templates": "2.4.17",
+    "@budibase/types": "2.4.17",
    "@spectrum-css/button": "^3.0.3",
    "@spectrum-css/card": "^3.0.3",
    "@spectrum-css/divider": "^1.0.3",
--- a/packages/client/rollup.config.js
+++ b/packages/client/rollup.config.js
@ -20,6 +20,19 @@ const ignoredWarnings = [
  "a11y-click-events-have-key-events",
 ]

+const devPaths = production
+  ? []
+  : [
+      {
+        find: "@budibase/shared-core",
+        replacement: path.resolve("../shared-core/dist/mjs/src/index"),
+      },
+      {
+        find: "@budibase/types",
+        replacement: path.resolve("../types/dist/mjs/index"),
+      },
+    ]
+
 export default {
  input: "src/index.js",
  output: [
@ -69,6 +82,7 @@ export default {
          find: "sdk",
          replacement: path.resolve("./src/sdk"),
        },
+        ...devPaths,
      ],
    }),
    svelte({
--- a/packages/frontend-core/package.json
+++ b/packages/frontend-core/package.json
@ -6,7 +6,8 @@
  "license": "MPL-2.0",
  "svelte": "src/index.js",
  "dependencies": {
-    "@budibase/bbui": "^2.4.17",
+    "@budibase/bbui": "2.4.17",
+    "@budibase/shared-core": "2.4.17",
    "lodash": "^4.17.21",
    "svelte": "^3.46.2"
  }
--- a/packages/frontend-core/src/constants.js
+++ b/packages/frontend-core/src/constants.js
@ -1,56 +1,7 @@
 /**
 * Operator options for lucene queries
 */
-export const OperatorOptions = {
-  Equals: {
-    value: "equal",
-    label: "Equals",
-  },
-  NotEquals: {
-    value: "notEqual",
-    label: "Not equals",
-  },
-  Empty: {
-    value: "empty",
-    label: "Is empty",
-  },
-  NotEmpty: {
-    value: "notEmpty",
-    label: "Is not empty",
-  },
-  StartsWith: {
-    value: "string",
-    label: "Starts with",
-  },
-  Like: {
-    value: "fuzzy",
-    label: "Like",
-  },
-  MoreThan: {
-    value: "rangeLow",
-    label: "More than or equal to",
-  },
-  LessThan: {
-    value: "rangeHigh",
-    label: "Less than or equal to",
-  },
-  Contains: {
-    value: "contains",
-    label: "Contains",
-  },
-  NotContains: {
-    value: "notContains",
-    label: "Does not contain",
-  },
-  In: {
-    value: "oneOf",
-    label: "Is in",
-  },
-  ContainsAny: {
-    value: "containsAny",
-    label: "Has any",
-  },
-}
+export { OperatorOptions, SqlNumberTypeRangeMap } from "@budibase/shared-core"

 // Cookie names
 export const Cookies = {
@ -127,27 +78,6 @@ export const Roles = {
  PUBLIC: "PUBLIC",
  BUILDER: "BUILDER",
 }
-/**
- * Maximum minimum range for SQL number values
- */
-export const SqlNumberTypeRangeMap = {
-  integer: {
-    max: 2147483647,
-    min: -2147483648,
-  },
-  int: {
-    max: 2147483647,
-    min: -2147483648,
-  },
-  smallint: {
-    max: 32767,
-    min: -32768,
-  },
-  mediumint: {
-    max: 8388607,
-    min: -8388608,
-  },
-}

 export const Themes = [
  {
--- a/packages/frontend-core/src/fetch/DataFetch.js
+++ b/packages/frontend-core/src/fetch/DataFetch.js
@ -1,13 +1,11 @@
 import { writable, derived, get } from "svelte/store"
 import { cloneDeep } from "lodash/fp"
-import {
-  buildLuceneQuery,
-  luceneLimit,
-  runLuceneQuery,
-  luceneSort,
-} from "../utils/lucene"
+import { LuceneUtils } from "../utils"
 import { convertJSONSchemaToTableSchema } from "../utils/json"

+const { buildLuceneQuery, luceneLimit, runLuceneQuery, luceneSort } =
+  LuceneUtils
+
 /**
 * Parent class which handles the implementation of fetching data from an
 * internal table or datasource plus.
--- a/packages/frontend-core/src/utils/index.js
+++ b/packages/frontend-core/src/utils/index.js
@ -1,4 +1,4 @@
-export * as LuceneUtils from "./lucene"
+export { dataFilters as LuceneUtils } from "@budibase/shared-core"
 export * as JSONUtils from "./json"
 export * as CookieUtils from "./cookies"
 export * as RoleUtils from "./roles"
--- a/packages/server/jest.config.ts
+++ b/packages/server/jest.config.ts
@ -14,6 +14,7 @@ const baseConfig: Config.InitialProjectOptions = {
  moduleNameMapper: {
    "@budibase/backend-core/(.*)": "<rootDir>/../backend-core/$1",
    "@budibase/backend-core": "<rootDir>/../backend-core/src",
+    "@budibase/shared-core": "<rootDir>/../shared-core/src",
    "@budibase/types": "<rootDir>/../types/src",
  },
 }
--- a/packages/server/package.json
+++ b/packages/server/package.json
@ -43,11 +43,12 @@
  "license": "GPL-3.0",
  "dependencies": {
    "@apidevtools/swagger-parser": "10.0.3",
-    "@budibase/backend-core": "^2.4.17",
-    "@budibase/client": "^2.4.17",
+    "@budibase/backend-core": "2.4.17",
+    "@budibase/client": "2.4.17",
    "@budibase/pro": "2.4.17",
-    "@budibase/string-templates": "^2.4.17",
-    "@budibase/types": "^2.4.17",
+    "@budibase/shared-core": "2.4.17",
+    "@budibase/string-templates": "2.4.17",
+    "@budibase/types": "2.4.17",
    "@bull-board/api": "3.7.0",
    "@bull-board/koa": "3.9.4",
    "@elastic/elasticsearch": "7.10.0",
--- a/packages/server/src/api/controllers/row/ExternalRequest.ts
+++ b/packages/server/src/api/controllers/row/ExternalRequest.ts
@ -11,6 +11,8 @@ import {
  Row,
  Table,
  RelationshipTypes,
+  FieldType,
+  SortType,
 } from "@budibase/types"
 import {
  breakRowIdField,
@ -749,8 +751,16 @@ export class ExternalRequest {
    )
    //if the sort column is a formula, remove it
    for (let sortColumn of Object.keys(sort || {})) {
-      if (table.schema[sortColumn]?.type === "formula") {
-        delete sort?.[sortColumn]
+      if (!sort?.[sortColumn]) {
+        continue
+      }
+      switch (table.schema[sortColumn]?.type) {
+        case FieldType.FORMULA:
+          delete sort?.[sortColumn]
+          break
+        case FieldType.NUMBER:
+          sort[sortColumn].type = SortType.number
+          break
      }
    }
    filters = buildFilters(id, filters || {}, table)
--- a/packages/server/src/api/controllers/row/external.ts
+++ b/packages/server/src/api/controllers/row/external.ts
@ -8,7 +8,6 @@ import {
  breakRowIdField,
 } from "../../../integrations/utils"
 import { ExternalRequest, RunConfig } from "./ExternalRequest"
-import { context } from "@budibase/backend-core"
 import * as exporters from "../view/exporters"
 import { apiFileReturn } from "../../../utilities/fileSystem"
 import {
@ -19,6 +18,7 @@ import {
  Table,
  Datasource,
  IncludeRelationship,
+  SortJson,
 } from "@budibase/types"
 import sdk from "../../../sdk"

@ -142,14 +142,14 @@ export async function search(ctx: BBContext) {
      limit: limit,
    }
  }
-  let sort
+  let sort: SortJson | undefined
  if (params.sort) {
    const direction =
      params.sortOrder === "descending"
        ? SortDirection.DESCENDING
        : SortDirection.ASCENDING
    sort = {
-      [params.sort]: direction,
+      [params.sort]: { direction },
    }
  }
  try {
--- a/packages/server/src/integrations/base/sql.ts
+++ b/packages/server/src/integrations/base/sql.ts
@ -317,7 +317,8 @@ class InternalBuilder {
    const table = json.meta?.table
    if (sort) {
      for (let [key, value] of Object.entries(sort)) {
-        const direction = value === SortDirection.ASCENDING ? "asc" : "desc"
+        const direction =
+          value.direction === SortDirection.ASCENDING ? "asc" : "desc"
        query = query.orderBy(`${table?.name}.${key}`, direction)
      }
    } else if (this.client === SqlClient.MS_SQL && paginate?.limit) {
--- a/packages/server/src/integrations/googlesheets.ts
+++ b/packages/server/src/integrations/googlesheets.ts
@ -2,8 +2,11 @@ import {
  DatasourceFieldType,
  DatasourcePlus,
  Integration,
+  PaginationJson,
  QueryJson,
  QueryType,
+  SearchFilters,
+  SortJson,
  Table,
  TableSchema,
 } from "@budibase/types"
@ -13,6 +16,7 @@ import { DataSourceOperation, FieldTypes } from "../constants"
 import { GoogleSpreadsheet } from "google-spreadsheet"
 import fetch from "node-fetch"
 import { configs, HTTPError } from "@budibase/backend-core"
+import { dataFilters } from "@budibase/shared-core"

 interface GoogleSheetsConfig {
  spreadsheetId: string
@ -237,7 +241,7 @@ class GoogleSheetsIntegration implements DatasourcePlus {
    const handlers = {
      [DataSourceOperation.CREATE]: () =>
        this.create({ sheet, row: json.body }),
-      [DataSourceOperation.READ]: () => this.read({ sheet }),
+      [DataSourceOperation.READ]: () => this.read({ ...json, sheet }),
      [DataSourceOperation.UPDATE]: () =>
        this.update({
          // exclude the header row and zero index
@ -345,18 +349,40 @@ class GoogleSheetsIntegration implements DatasourcePlus {
    }
  }

-  async read(query: { sheet: string }) {
+  async read(query: {
+    sheet: string
+    filters?: SearchFilters
+    sort?: SortJson
+    paginate?: PaginationJson
+  }) {
    try {
      await this.connect()
      const sheet = this.client.sheetsByTitle[query.sheet]
      const rows = await sheet.getRows()
+      const filtered = dataFilters.runLuceneQuery(rows, query.filters)
      const headerValues = sheet.headerValues
-      const response = []
-      for (let row of rows) {
+      let response = []
+      for (let row of filtered) {
        response.push(
          this.buildRowObject(headerValues, row._rawData, row._rowNumber)
        )
      }
+
+      if (query.sort) {
+        if (Object.keys(query.sort).length !== 1) {
+          console.warn("Googlesheets does not support multiple sorting", {
+            sortInfo: query.sort,
+          })
+        }
+        const [sortField, sortInfo] = Object.entries(query.sort)[0]
+        response = dataFilters.luceneSort(
+          response,
+          sortField,
+          sortInfo.direction,
+          sortInfo.type
+        )
+      }
+
      return response
    } catch (err) {
      console.error("Error reading from google sheets", err)
--- a/packages/server/tsconfig.json
+++ b/packages/server/tsconfig.json
@ -9,6 +9,7 @@
      "@budibase/types": ["../types/src"],
      "@budibase/backend-core": ["../backend-core/src"],
      "@budibase/backend-core/*": ["../backend-core/*"],
+      "@budibase/shared-core": ["../shared-core/src"],
      "@budibase/pro": ["../../../budibase-pro/packages/pro/src"]
    }
  },
@ -19,15 +20,9 @@
  "references": [
    { "path": "../types" },
    { "path": "../backend-core" },
+    { "path": "../shared-core" },
    { "path": "../../../budibase-pro/packages/pro" }
  ],
-  "include": [
-    "src/**/*",
-    "specs",
-    "package.json"
-  ],
-  "exclude": [
-    "node_modules",
-    "dist"
-  ]
-}
+  "include": ["src/**/*", "specs", "package.json"],
+  "exclude": ["node_modules", "dist"]
+}
--- a/packages/shared-core/.gitignore
+++ b/packages/shared-core/.gitignore
@ -0,0 +1,2 @@
+node_modules/
+dist/
--- a/packages/shared-core/package.json
+++ b/packages/shared-core/package.json
@ -0,0 +1,30 @@
+{
+  "name": "@budibase/shared-core",
+  "version": "2.4.17",
+  "description": "Shared data utils",
+  "main": "dist/cjs/src/index.js",
+  "types": "dist/mjs/src/index.d.ts",
+  "exports": {
+    ".": {
+      "import": "./dist/mjs/src/index.js",
+      "require": "./dist/cjs/src/index.js"
+    },
+    "./package.json": "./dist/mjs/package.json"
+  },
+  "author": "Budibase",
+  "license": "GPL-3.0",
+  "scripts": {
+    "prebuild": "rimraf dist/",
+    "build": "tsc -p tsconfig.build.json && tsc -p tsconfig-cjs.build.json",
+    "build:dev": "yarn prebuild && tsc --build --watch --preserveWatchOutput",
+    "dev:builder": "yarn prebuild && concurrently \"tsc -p tsconfig.build.json --watch\" \"tsc -p tsconfig-cjs.build.json --watch\""
+  },
+  "dependencies": {
+    "@budibase/types": "2.4.5-alpha.0"
+  },
+  "devDependencies": {
+    "concurrently": "^7.6.0",
+    "typescript": "4.7.3",
+    "rimraf": "3.0.2"
+  }
+}
--- a/packages/shared-core/src/constants.ts
+++ b/packages/shared-core/src/constants.ts
@ -0,0 +1,69 @@
+export const OperatorOptions = {
+  Equals: {
+    value: "equal",
+    label: "Equals",
+  },
+  NotEquals: {
+    value: "notEqual",
+    label: "Not equals",
+  },
+  Empty: {
+    value: "empty",
+    label: "Is empty",
+  },
+  NotEmpty: {
+    value: "notEmpty",
+    label: "Is not empty",
+  },
+  StartsWith: {
+    value: "string",
+    label: "Starts with",
+  },
+  Like: {
+    value: "fuzzy",
+    label: "Like",
+  },
+  MoreThan: {
+    value: "rangeLow",
+    label: "More than or equal to",
+  },
+  LessThan: {
+    value: "rangeHigh",
+    label: "Less than or equal to",
+  },
+  Contains: {
+    value: "contains",
+    label: "Contains",
+  },
+  NotContains: {
+    value: "notContains",
+    label: "Does not contain",
+  },
+  In: {
+    value: "oneOf",
+    label: "Is in",
+  },
+  ContainsAny: {
+    value: "containsAny",
+    label: "Has any",
+  },
+}
+
+export const SqlNumberTypeRangeMap = {
+  integer: {
+    max: 2147483647,
+    min: -2147483648,
+  },
+  int: {
+    max: 2147483647,
+    min: -2147483648,
+  },
+  smallint: {
+    max: 32767,
+    min: -32768,
+  },
+  mediumint: {
+    max: 8388607,
+    min: -8388608,
+  },
+}
--- a/packages/frontend-core/src/utils/lucene.js
+++ b/packages/frontend-core/src/utils/lucene.js
@ -1,5 +1,6 @@
-import { Helpers } from "@budibase/bbui"
-import { OperatorOptions, SqlNumberTypeRangeMap } from "../constants"
+import { Datasource, FieldType, SortDirection, SortType } from "@budibase/types"
+import { OperatorOptions, SqlNumberTypeRangeMap } from "./constants"
+import { deepGet } from "./helpers"

 const HBS_REGEX = /{{([^{].*?)}}/g

@ -7,7 +8,11 @@ const HBS_REGEX = /{{([^{].*?)}}/g
 * Returns the valid operator options for a certain data type
 * @param type the data type
 */
-export const getValidOperatorsForType = (type, field, datasource) => {
+export const getValidOperatorsForType = (
+  type: FieldType,
+  field: string,
+  datasource: Datasource & { tableId: any } // TODO: is this table id ever populated?
+) => {
  const Op = OperatorOptions
  const stringOps = [
    Op.Equals,
@ -27,7 +32,10 @@ export const getValidOperatorsForType = (type, field, datasource) => {
    Op.NotEmpty,
    Op.In,
  ]
-  let ops = []
+  let ops: {
+    value: string
+    label: string
+  }[] = []
  if (type === "string") {
    ops = stringOps
  } else if (type === "number") {
@ -70,13 +78,13 @@ export const NoEmptyFilterStrings = [
  OperatorOptions.NotEquals.value,
  OperatorOptions.Contains.value,
  OperatorOptions.NotContains.value,
-]
+] as (keyof QueryFields)[]

 /**
 * Removes any fields that contain empty strings that would cause inconsistent
 * behaviour with how backend tables are filtered (no value means no filter).
 */
-const cleanupQuery = query => {
+const cleanupQuery = (query: Query) => {
  if (!query) {
    return query
  }
@ -84,9 +92,10 @@ const cleanupQuery = query => {
    if (!query[filterField]) {
      continue
    }
-    for (let [key, value] of Object.entries(query[filterField])) {
+
+    for (let [key, value] of Object.entries(query[filterField]!)) {
      if (value == null || value === "") {
-        delete query[filterField][key]
+        delete query[filterField]![key]
      }
    }
  }
@ -96,7 +105,7 @@ const cleanupQuery = query => {
 /**
 * Removes a numeric prefix on field names designed to give fields uniqueness
 */
-const removeKeyNumbering = key => {
+const removeKeyNumbering = (key: string) => {
  if (typeof key === "string" && key.match(/\d[0-9]*:/g) != null) {
    const parts = key.split(":")
    parts.shift()
@ -106,12 +115,66 @@ const removeKeyNumbering = key => {
  }
 }

+type Filter = {
+  operator: keyof Query
+  field: string
+  type: any
+  value: any
+  externalType: keyof typeof SqlNumberTypeRangeMap
+}
+
+type Query = QueryFields & QueryConfig
+type QueryFields = {
+  string?: {
+    [key: string]: string
+  }
+  fuzzy?: {
+    [key: string]: string
+  }
+  range?: {
+    [key: string]: {
+      high: number | string
+      low: number | string
+    }
+  }
+  equal?: {
+    [key: string]: any
+  }
+  notEqual?: {
+    [key: string]: any
+  }
+  empty?: {
+    [key: string]: any
+  }
+  notEmpty?: {
+    [key: string]: any
+  }
+  oneOf?: {
+    [key: string]: any[]
+  }
+  contains?: {
+    [key: string]: any[]
+  }
+  notContains?: {
+    [key: string]: any[]
+  }
+  containsAny?: {
+    [key: string]: any[]
+  }
+}
+
+type QueryConfig = {
+  allOr?: boolean
+}
+
+type QueryFieldsType = keyof QueryFields
+
 /**
 * 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 = {
+export const buildLuceneQuery = (filter: Filter[]) => {
+  let query: Query = {
    string: {},
    fuzzy: {},
    range: {},
@ -128,7 +191,7 @@ export const buildLuceneQuery = filter => {
    filter.forEach(expression => {
      let { operator, field, type, value, externalType } = expression
      const isHbs =
-        typeof value === "string" && value.match(HBS_REGEX)?.length > 0
+        typeof value === "string" && (value.match(HBS_REGEX) || []).length > 0
      // Parse all values into correct types
      if (operator === "allOr") {
        query.allOr = true
@ -167,7 +230,7 @@ export const buildLuceneQuery = filter => {
      ) {
        value = value.split(",")
      }
-      if (operator.startsWith("range")) {
+      if (operator.startsWith("range") && query.range) {
        const minint =
          SqlNumberTypeRangeMap[externalType]?.min || Number.MIN_SAFE_INTEGER
        const maxint =
@ -178,9 +241,13 @@ export const buildLuceneQuery = filter => {
            high: type === "number" ? maxint : "9999-00-00T00:00:00.000Z",
          }
        }
-        if (operator === "rangeLow" && value != null && value !== "") {
+        if ((operator as any) === "rangeLow" && value != null && value !== "") {
          query.range[field].low = value
-        } else if (operator === "rangeHigh" && value != null && value !== "") {
+        } else if (
+          (operator as any) === "rangeHigh" &&
+          value != null &&
+          value !== ""
+        ) {
          query.range[field].high = value
        }
      } else if (query[operator]) {
@ -189,14 +256,18 @@ export const buildLuceneQuery = filter => {
          // "equals false" needs to be "not equals true"
          // "not equals false" needs to be "equals true"
          if (operator === "equal" && value === false) {
+            query.notEqual = query.notEqual || {}
            query.notEqual[field] = true
          } else if (operator === "notEqual" && value === false) {
+            query.equal = query.equal || {}
            query.equal[field] = true
          } else {
-            query[operator][field] = value
+            query[operator] = query[operator] || {}
+            query[operator]![field] = value
          }
        } else {
-          query[operator][field] = value
+          query[operator] = query[operator] || {}
+          query[operator]![field] = value
        }
      }
    })
@ -209,7 +280,7 @@ export const buildLuceneQuery = filter => {
 * @param docs the data
 * @param query the JSON lucene query
 */
-export const runLuceneQuery = (docs, query) => {
+export const runLuceneQuery = (docs: any[], query?: Query) => {
  if (!docs || !Array.isArray(docs)) {
    return []
  }
@ -221,87 +292,110 @@ export const runLuceneQuery = (docs, query) => {
  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++) {
-      const [key, testValue] = filters[i]
-      const docValue = Helpers.deepGet(doc, removeKeyNumbering(key))
-      if (failFn(docValue, testValue)) {
-        return false
+  const match =
+    (
+      type: QueryFieldsType,
+      failFn: (docValue: any, testValue: any) => boolean
+    ) =>
+    (doc: any) => {
+      const filters = Object.entries(query![type] || {})
+      for (let i = 0; i < filters.length; i++) {
+        const [key, testValue] = filters[i]
+        const docValue = deepGet(doc, removeKeyNumbering(key))
+        if (failFn(docValue, testValue)) {
+          return false
+        }
      }
+      return true
    }
-    return true
-  }

  // Process a string match (fails if the value does not start with the string)
-  const stringMatch = match("string", (docValue, testValue) => {
+  const stringMatch = match("string", (docValue: string, testValue: string) => {
    return (
      !docValue || !docValue?.toLowerCase().startsWith(testValue?.toLowerCase())
    )
  })

  // Process a fuzzy match (treat the same as starts with when running locally)
-  const fuzzyMatch = match("fuzzy", (docValue, testValue) => {
+  const fuzzyMatch = match("fuzzy", (docValue: string, testValue: string) => {
    return (
      !docValue || !docValue?.toLowerCase().startsWith(testValue?.toLowerCase())
    )
  })

  // Process a range match
-  const rangeMatch = match("range", (docValue, testValue) => {
-    return (
-      docValue == null ||
-      docValue === "" ||
-      docValue < testValue.low ||
-      docValue > testValue.high
-    )
-  })
+  const rangeMatch = match(
+    "range",
+    (
+      docValue: string | number | null,
+      testValue: { low: number; high: number }
+    ) => {
+      return (
+        docValue == null ||
+        docValue === "" ||
+        docValue < testValue.low ||
+        docValue > testValue.high
+      )
+    }
+  )

  // Process an equal match (fails if the value is different)
-  const equalMatch = match("equal", (docValue, testValue) => {
-    return testValue != null && testValue !== "" && docValue !== testValue
-  })
+  const equalMatch = match(
+    "equal",
+    (docValue: any, testValue: string | null) => {
+      return testValue != null && testValue !== "" && docValue !== testValue
+    }
+  )

  // Process a not-equal match (fails if the value is the same)
-  const notEqualMatch = match("notEqual", (docValue, testValue) => {
-    return testValue != null && testValue !== "" && docValue === testValue
-  })
+  const notEqualMatch = match(
+    "notEqual",
+    (docValue: any, testValue: string | null) => {
+      return testValue != null && testValue !== "" && docValue === testValue
+    }
+  )

  // Process an empty match (fails if the value is not empty)
-  const emptyMatch = match("empty", docValue => {
+  const emptyMatch = match("empty", (docValue: string | null) => {
    return docValue != null && docValue !== ""
  })

  // Process a not-empty match (fails is the value is empty)
-  const notEmptyMatch = match("notEmpty", docValue => {
+  const notEmptyMatch = match("notEmpty", (docValue: string | null) => {
    return docValue == null || docValue === ""
  })

  // Process an includes match (fails if the value is not included)
-  const oneOf = match("oneOf", (docValue, testValue) => {
+  const oneOf = match("oneOf", (docValue: any, testValue: any) => {
    if (typeof testValue === "string") {
      testValue = testValue.split(",")
      if (typeof docValue === "number") {
-        testValue = testValue.map(item => parseFloat(item))
+        testValue = testValue.map((item: string) => parseFloat(item))
      }
    }
    return !testValue?.includes(docValue)
  })

-  const containsAny = match("containsAny", (docValue, testValue) => {
+  const containsAny = match("containsAny", (docValue: any, testValue: any) => {
    return !docValue?.includes(...testValue)
  })

-  const contains = match("contains", (docValue, testValue) => {
-    return !testValue?.every(item => docValue?.includes(item))
-  })
+  const contains = match(
+    "contains",
+    (docValue: string | any[], testValue: any[]) => {
+      return !testValue?.every((item: any) => docValue?.includes(item))
+    }
+  )

-  const notContains = match("notContains", (docValue, testValue) => {
-    return testValue?.every(item => docValue?.includes(item))
-  })
+  const notContains = match(
+    "notContains",
+    (docValue: string | any[], testValue: any[]) => {
+      return testValue?.every((item: any) => docValue?.includes(item))
+    }
+  )

  // Match a document against all criteria
-  const docMatch = doc => {
+  const docMatch = (doc: any) => {
    return (
      stringMatch(doc) &&
      fuzzyMatch(doc) &&
@ -329,20 +423,28 @@ export const runLuceneQuery = (docs, query) => {
 * @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") => {
+export const luceneSort = (
+  docs: any[],
+  sort: string,
+  sortOrder: SortDirection,
+  sortType = SortType.STRING
+) => {
  if (!sort || !sortOrder || !sortType) {
    return docs
  }
-  const parse = sortType === "string" ? x => `${x}` : x => parseFloat(x)
-  return docs.slice().sort((a, b) => {
-    const colA = parse(a[sort])
-    const colB = parse(b[sort])
-    if (sortOrder === "Descending") {
-      return colA > colB ? -1 : 1
-    } else {
-      return colA > colB ? 1 : -1
-    }
-  })
+  const parse =
+    sortType === "string" ? (x: any) => `${x}` : (x: string) => parseFloat(x)
+  return docs
+    .slice()
+    .sort((a: { [x: string]: any }, b: { [x: string]: any }) => {
+      const colA = parse(a[sort])
+      const colB = parse(b[sort])
+      if (sortOrder.toLowerCase() === "descending") {
+        return colA > colB ? -1 : 1
+      } else {
+        return colA > colB ? 1 : -1
+      }
+    })
 }

 /**
@ -351,7 +453,7 @@ export const luceneSort = (docs, sort, sortOrder, sortType = "string") => {
 * @param docs the data
 * @param limit the number of docs to limit to
 */
-export const luceneLimit = (docs, limit) => {
+export const luceneLimit = (docs: any[], limit: string) => {
  const numLimit = parseFloat(limit)
  if (isNaN(numLimit)) {
    return docs
--- a/packages/shared-core/src/helpers.ts
+++ b/packages/shared-core/src/helpers.ts
@ -0,0 +1,23 @@
+/**
+ * Gets a key within an object. The key supports dot syntax for retrieving deep
+ * fields - e.g. "a.b.c".
+ * Exact matches of keys with dots in them take precedence over nested keys of
+ * the same path - e.g. getting "a.b" from { "a.b": "foo", a: { b: "bar" } }
+ * will return "foo" over "bar".
+ * @param obj the object
+ * @param key the key
+ * @return {*|null} the value or null if a value was not found for this key
+ */
+export const deepGet = (obj: { [x: string]: any }, key: string) => {
+  if (!obj || !key) {
+    return null
+  }
+  if (Object.prototype.hasOwnProperty.call(obj, key)) {
+    return obj[key]
+  }
+  const split = key.split(".")
+  for (let i = 0; i < split.length; i++) {
+    obj = obj?.[split[i]]
+  }
+  return obj
+}
--- a/packages/shared-core/src/index.ts
+++ b/packages/shared-core/src/index.ts
@ -0,0 +1,4 @@
+export * from "./constants"
+export * as dataFilters from "./filters"
+export * as helpers from "./helpers"
+export * as utils from "./utils"
--- a/packages/shared-core/src/utils.ts
+++ b/packages/shared-core/src/utils.ts
@ -0,0 +1,6 @@
+export function unreachable(
+  value: never,
+  message = `No such case in exhaustive switch: ${value}`
+) {
+  throw new Error(message)
+}
--- a/packages/shared-core/tsconfig-base.build.json
+++ b/packages/shared-core/tsconfig-base.build.json
@ -0,0 +1,25 @@
+{
+  "compilerOptions": {
+    "target": "es6",
+    "moduleResolution": "node",
+    "lib": ["es2020"],
+    "strict": true,
+    "noImplicitAny": true,
+    "esModuleInterop": true,
+    "resolveJsonModule": true,
+    "incremental": true,
+    "sourceMap": true,
+    "declaration": true,
+    "types": ["node"],
+    "outDir": "dist",
+    "skipLibCheck": true
+  },
+  "include": ["**/*.js", "**/*.ts", "package.json"],
+  "exclude": [
+    "node_modules",
+    "dist",
+    "**/*.spec.ts",
+    "**/*.spec.js",
+    "__mocks__"
+  ]
+}
--- a/packages/shared-core/tsconfig-cjs.build.json
+++ b/packages/shared-core/tsconfig-cjs.build.json
@ -0,0 +1,8 @@
+{
+  "extends": "./tsconfig-base.build.json",
+  "compilerOptions": {
+    "module": "commonjs",
+    "outDir": "dist/cjs",
+    "target": "es2015"
+  }
+}
--- a/packages/shared-core/tsconfig.build.json
+++ b/packages/shared-core/tsconfig.build.json
@ -0,0 +1,8 @@
+{
+  "extends": "./tsconfig-base.build.json",
+  "compilerOptions": {
+    "module": "esnext",
+    "outDir": "dist/mjs",
+    "target": "esnext"
+  }
+}
--- a/packages/shared-core/tsconfig.json
+++ b/packages/shared-core/tsconfig.json
@ -0,0 +1,11 @@
+{
+  "extends": "./tsconfig.build.json",
+  "compilerOptions": {
+    "composite": true,
+    "baseUrl": ".",
+    "paths": {
+      "@budibase/types": ["../types/src"]
+    }
+  },
+  "references": [{ "path": "../types" }]
+}
--- a/packages/shared-core/yarn.lock
+++ b/packages/shared-core/yarn.lock
@ -0,0 +1,277 @@
+# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
+# yarn lockfile v1
+
+
+"@budibase/types@2.4.5-alpha.0":
+  version "2.4.5-alpha.0"
+  resolved "https://registry.yarnpkg.com/@budibase/types/-/types-2.4.5-alpha.0.tgz#70fea09b5e471fe8fa6a760a1a2dd0dd74caac3a"
+  integrity sha512-tVFM9XnKwcCOo7nw6v7C8ZsK9hQLQBv3kHDn7/MFWnDMFCj72pUdtP/iFrAKr2c3tE84lkkWJfNHIolMSktHZA==
+
+ansi-regex@^5.0.1:
+  version "5.0.1"
+  resolved "https://registry.yarnpkg.com/ansi-regex/-/ansi-regex-5.0.1.tgz#082cb2c89c9fe8659a311a53bd6a4dc5301db304"
+  integrity sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==
+
+ansi-styles@^4.0.0, ansi-styles@^4.1.0:
+  version "4.3.0"
+  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-4.3.0.tgz#edd803628ae71c04c85ae7a0906edad34b648937"
+  integrity sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==
+  dependencies:
+    color-convert "^2.0.1"
+
+balanced-match@^1.0.0:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/balanced-match/-/balanced-match-1.0.2.tgz#e83e3a7e3f300b34cb9d87f615fa0cbf357690ee"
+  integrity sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==
+
+brace-expansion@^1.1.7:
+  version "1.1.11"
+  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-1.1.11.tgz#3c7fcbf529d87226f3d2f52b966ff5271eb441dd"
+  integrity sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==
+  dependencies:
+    balanced-match "^1.0.0"
+    concat-map "0.0.1"
+
+chalk@^4.1.0:
+  version "4.1.2"
+  resolved "https://registry.yarnpkg.com/chalk/-/chalk-4.1.2.tgz#aac4e2b7734a740867aeb16bf02aad556a1e7a01"
+  integrity sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==
+  dependencies:
+    ansi-styles "^4.1.0"
+    supports-color "^7.1.0"
+
+cliui@^8.0.1:
+  version "8.0.1"
+  resolved "https://registry.yarnpkg.com/cliui/-/cliui-8.0.1.tgz#0c04b075db02cbfe60dc8e6cf2f5486b1a3608aa"
+  integrity sha512-BSeNnyus75C4//NQ9gQt1/csTXyo/8Sb+afLAkzAptFuMsod9HFokGNudZpi/oQV73hnVK+sR+5PVRMd+Dr7YQ==
+  dependencies:
+    string-width "^4.2.0"
+    strip-ansi "^6.0.1"
+    wrap-ansi "^7.0.0"
+
+color-convert@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3"
+  integrity sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==
+  dependencies:
+    color-name "~1.1.4"
+
+color-name@~1.1.4:
+  version "1.1.4"
+  resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
+  integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
+
+concat-map@0.0.1:
+  version "0.0.1"
+  resolved "https://registry.yarnpkg.com/concat-map/-/concat-map-0.0.1.tgz#d8a96bd77fd68df7793a73036a3ba0d5405d477b"
+  integrity sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==
+
+concurrently@^7.6.0:
+  version "7.6.0"
+  resolved "https://registry.yarnpkg.com/concurrently/-/concurrently-7.6.0.tgz#531a6f5f30cf616f355a4afb8f8fcb2bba65a49a"
+  integrity sha512-BKtRgvcJGeZ4XttiDiNcFiRlxoAeZOseqUvyYRUp/Vtd+9p1ULmeoSqGsDA+2ivdeDFpqrJvGvmI+StKfKl5hw==
+  dependencies:
+    chalk "^4.1.0"
+    date-fns "^2.29.1"
+    lodash "^4.17.21"
+    rxjs "^7.0.0"
+    shell-quote "^1.7.3"
+    spawn-command "^0.0.2-1"
+    supports-color "^8.1.0"
+    tree-kill "^1.2.2"
+    yargs "^17.3.1"
+
+date-fns@^2.29.1:
+  version "2.29.3"
+  resolved "https://registry.yarnpkg.com/date-fns/-/date-fns-2.29.3.tgz#27402d2fc67eb442b511b70bbdf98e6411cd68a8"
+  integrity sha512-dDCnyH2WnnKusqvZZ6+jA1O51Ibt8ZMRNkDZdyAyK4YfbDwa/cEmuztzG5pk6hqlp9aSBPYcjOlktquahGwGeA==
+
+emoji-regex@^8.0.0:
+  version "8.0.0"
+  resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-8.0.0.tgz#e818fd69ce5ccfcb404594f842963bf53164cc37"
+  integrity sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==
+
+escalade@^3.1.1:
+  version "3.1.1"
+  resolved "https://registry.yarnpkg.com/escalade/-/escalade-3.1.1.tgz#d8cfdc7000965c5a0174b4a82eaa5c0552742e40"
+  integrity sha512-k0er2gUkLf8O0zKJiAhmkTnJlTvINGv7ygDNPbeIsX/TJjGJZHuh9B2UxbsaEkmlEo9MfhrSzmhIlhRlI2GXnw==
+
+fs.realpath@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/fs.realpath/-/fs.realpath-1.0.0.tgz#1504ad2523158caa40db4a2787cb01411994ea4f"
+  integrity sha512-OO0pH2lK6a0hZnAdau5ItzHPI6pUlvI7jMVnxUQRtw4owF2wk8lOSabtGDCTP4Ggrg2MbGnWO9X8K1t4+fGMDw==
+
+get-caller-file@^2.0.5:
+  version "2.0.5"
+  resolved "https://registry.yarnpkg.com/get-caller-file/-/get-caller-file-2.0.5.tgz#4f94412a82db32f36e3b0b9741f8a97feb031f7e"
+  integrity sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==
+
+glob@^7.1.3:
+  version "7.2.3"
+  resolved "https://registry.yarnpkg.com/glob/-/glob-7.2.3.tgz#b8df0fb802bbfa8e89bd1d938b4e16578ed44f2b"
+  integrity sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==
+  dependencies:
+    fs.realpath "^1.0.0"
+    inflight "^1.0.4"
+    inherits "2"
+    minimatch "^3.1.1"
+    once "^1.3.0"
+    path-is-absolute "^1.0.0"
+
+has-flag@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-4.0.0.tgz#944771fd9c81c81265c4d6941860da06bb59479b"
+  integrity sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==
+
+inflight@^1.0.4:
+  version "1.0.6"
+  resolved "https://registry.yarnpkg.com/inflight/-/inflight-1.0.6.tgz#49bd6331d7d02d0c09bc910a1075ba8165b56df9"
+  integrity sha512-k92I/b08q4wvFscXCLvqfsHCrjrF7yiXsQuIVvVE7N82W3+aqpzuUdBbfhWcy/FZR3/4IgflMgKLOsvPDrGCJA==
+  dependencies:
+    once "^1.3.0"
+    wrappy "1"
+
+inherits@2:
+  version "2.0.4"
+  resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.4.tgz#0fa2c64f932917c3433a0ded55363aae37416b7c"
+  integrity sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==
+
+is-fullwidth-code-point@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz#f116f8064fe90b3f7844a38997c0b75051269f1d"
+  integrity sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==
+
+lodash@^4.17.21:
+  version "4.17.21"
+  resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.21.tgz#679591c564c3bffaae8454cf0b3df370c3d6911c"
+  integrity sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==
+
+minimatch@^3.1.1:
+  version "3.1.2"
+  resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-3.1.2.tgz#19cd194bfd3e428f049a70817c038d89ab4be35b"
+  integrity sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==
+  dependencies:
+    brace-expansion "^1.1.7"
+
+once@^1.3.0:
+  version "1.4.0"
+  resolved "https://registry.yarnpkg.com/once/-/once-1.4.0.tgz#583b1aa775961d4b113ac17d9c50baef9dd76bd1"
+  integrity sha512-lNaJgI+2Q5URQBkccEKHTQOPaXdUxnZZElQTZY0MFUAuaEqe1E+Nyvgdz/aIyNi6Z9MzO5dv1H8n58/GELp3+w==
+  dependencies:
+    wrappy "1"
+
+path-is-absolute@^1.0.0:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/path-is-absolute/-/path-is-absolute-1.0.1.tgz#174b9268735534ffbc7ace6bf53a5a9e1b5c5f5f"
+  integrity sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg==
+
+require-directory@^2.1.1:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/require-directory/-/require-directory-2.1.1.tgz#8c64ad5fd30dab1c976e2344ffe7f792a6a6df42"
+  integrity sha512-fGxEI7+wsG9xrvdjsrlmL22OMTTiHRwAMroiEeMgq8gzoLC/PQr7RsRDSTLUg/bZAZtF+TVIkHc6/4RIKrui+Q==
+
+rimraf@3.0.2:
+  version "3.0.2"
+  resolved "https://registry.yarnpkg.com/rimraf/-/rimraf-3.0.2.tgz#f1a5402ba6220ad52cc1282bac1ae3aa49fd061a"
+  integrity sha512-JZkJMZkAGFFPP2YqXZXPbMlMBgsxzE8ILs4lMIX/2o0L9UBw9O/Y3o6wFw/i9YLapcUJWwqbi3kdxIPdC62TIA==
+  dependencies:
+    glob "^7.1.3"
+
+rxjs@^7.0.0:
+  version "7.8.0"
+  resolved "https://registry.yarnpkg.com/rxjs/-/rxjs-7.8.0.tgz#90a938862a82888ff4c7359811a595e14e1e09a4"
+  integrity sha512-F2+gxDshqmIub1KdvZkaEfGDwLNpPvk9Fs6LD/MyQxNgMds/WH9OdDDXOmxUZpME+iSK3rQCctkL0DYyytUqMg==
+  dependencies:
+    tslib "^2.1.0"
+
+shell-quote@^1.7.3:
+  version "1.8.0"
+  resolved "https://registry.yarnpkg.com/shell-quote/-/shell-quote-1.8.0.tgz#20d078d0eaf71d54f43bd2ba14a1b5b9bfa5c8ba"
+  integrity sha512-QHsz8GgQIGKlRi24yFc6a6lN69Idnx634w49ay6+jA5yFh7a1UY+4Rp6HPx/L/1zcEDPEij8cIsiqR6bQsE5VQ==
+
+spawn-command@^0.0.2-1:
+  version "0.0.2-1"
+  resolved "https://registry.yarnpkg.com/spawn-command/-/spawn-command-0.0.2-1.tgz#62f5e9466981c1b796dc5929937e11c9c6921bd0"
+  integrity sha512-n98l9E2RMSJ9ON1AKisHzz7V42VDiBQGY6PB1BwRglz99wpVsSuGzQ+jOi6lFXBGVTCrRpltvjm+/XA+tpeJrg==
+
+string-width@^4.1.0, string-width@^4.2.0, string-width@^4.2.3:
+  version "4.2.3"
+  resolved "https://registry.yarnpkg.com/string-width/-/string-width-4.2.3.tgz#269c7117d27b05ad2e536830a8ec895ef9c6d010"
+  integrity sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==
+  dependencies:
+    emoji-regex "^8.0.0"
+    is-fullwidth-code-point "^3.0.0"
+    strip-ansi "^6.0.1"
+
+strip-ansi@^6.0.0, strip-ansi@^6.0.1:
+  version "6.0.1"
+  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-6.0.1.tgz#9e26c63d30f53443e9489495b2105d37b67a85d9"
+  integrity sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==
+  dependencies:
+    ansi-regex "^5.0.1"
+
+supports-color@^7.1.0:
+  version "7.2.0"
+  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-7.2.0.tgz#1b7dcdcb32b8138801b3e478ba6a51caa89648da"
+  integrity sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==
+  dependencies:
+    has-flag "^4.0.0"
+
+supports-color@^8.1.0:
+  version "8.1.1"
+  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-8.1.1.tgz#cd6fc17e28500cff56c1b86c0a7fd4a54a73005c"
+  integrity sha512-MpUEN2OodtUzxvKQl72cUF7RQ5EiHsGvSsVG0ia9c5RbWGL2CI4C7EpPS8UTBIplnlzZiNuV56w+FuNxy3ty2Q==
+  dependencies:
+    has-flag "^4.0.0"
+
+tree-kill@^1.2.2:
+  version "1.2.2"
+  resolved "https://registry.yarnpkg.com/tree-kill/-/tree-kill-1.2.2.tgz#4ca09a9092c88b73a7cdc5e8a01b507b0790a0cc"
+  integrity sha512-L0Orpi8qGpRG//Nd+H90vFB+3iHnue1zSSGmNOOCh1GLJ7rUKVwV2HvijphGQS2UmhUZewS9VgvxYIdgr+fG1A==
+
+tslib@^2.1.0:
+  version "2.5.0"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.5.0.tgz#42bfed86f5787aeb41d031866c8f402429e0fddf"
+  integrity sha512-336iVw3rtn2BUK7ORdIAHTyxHGRIHVReokCR3XjbckJMK7ms8FysBfhLR8IXnAgy7T0PTPNBWKiH514FOW/WSg==
+
+typescript@4.7.3:
+  version "4.7.3"
+  resolved "https://registry.yarnpkg.com/typescript/-/typescript-4.7.3.tgz#8364b502d5257b540f9de4c40be84c98e23a129d"
+  integrity sha512-WOkT3XYvrpXx4vMMqlD+8R8R37fZkjyLGlxavMc4iB8lrl8L0DeTcHbYgw/v0N/z9wAFsgBhcsF0ruoySS22mA==
+
+wrap-ansi@^7.0.0:
+  version "7.0.0"
+  resolved "https://registry.yarnpkg.com/wrap-ansi/-/wrap-ansi-7.0.0.tgz#67e145cff510a6a6984bdf1152911d69d2eb9e43"
+  integrity sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==
+  dependencies:
+    ansi-styles "^4.0.0"
+    string-width "^4.1.0"
+    strip-ansi "^6.0.0"
+
+wrappy@1:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/wrappy/-/wrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f"
+  integrity sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==
+
+y18n@^5.0.5:
+  version "5.0.8"
+  resolved "https://registry.yarnpkg.com/y18n/-/y18n-5.0.8.tgz#7f4934d0f7ca8c56f95314939ddcd2dd91ce1d55"
+  integrity sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==
+
+yargs-parser@^21.1.1:
+  version "21.1.1"
+  resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-21.1.1.tgz#9096bceebf990d21bb31fa9516e0ede294a77d35"
+  integrity sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==
+
+yargs@^17.3.1:
+  version "17.7.1"
+  resolved "https://registry.yarnpkg.com/yargs/-/yargs-17.7.1.tgz#34a77645201d1a8fc5213ace787c220eabbd0967"
+  integrity sha512-cwiTb08Xuv5fqF4AovYacTFNxk62th7LKJ6BL9IGUpTJrWoU7/7WdQGTP2SjKf1dUNBGzDd28p/Yfs/GI6JrLw==
+  dependencies:
+    cliui "^8.0.1"
+    escalade "^3.1.1"
+    get-caller-file "^2.0.5"
+    require-directory "^2.1.1"
+    string-width "^4.2.3"
+    y18n "^5.0.5"
+    yargs-parser "^21.1.1"
--- a/packages/types/package.json
+++ b/packages/types/package.json
@ -2,14 +2,21 @@
  "name": "@budibase/types",
  "version": "2.4.17",
  "description": "Budibase types",
-  "main": "dist/index.js",
-  "types": "dist/index.d.ts",
+  "main": "dist/cjs/index.js",
+  "types": "dist/mjs/index.d.ts",
+  "exports": {
+    ".": {
+      "import": "./dist/mjs/index.js",
+      "require": "./dist/cjs/index.js"
+    }
+  },
  "author": "Budibase",
  "license": "GPL-3.0",
  "scripts": {
    "prebuild": "rimraf dist/",
-    "build": "tsc -p tsconfig.build.json",
-    "build:dev": "yarn prebuild && tsc --build --watch --preserveWatchOutput"
+    "build": "tsc -p tsconfig.build.json && tsc -p tsconfig-cjs.build.json",
+    "build:dev": "yarn prebuild && tsc --build --watch --preserveWatchOutput",
+    "dev:builder": "yarn prebuild && concurrently \"tsc -p tsconfig.build.json --watch\" \"tsc -p tsconfig-cjs.build.json --watch\""
  },
  "jest": {},
  "devDependencies": {
@ -18,6 +25,7 @@
    "@types/koa": "2.13.4",
    "@types/node": "14.18.20",
    "@types/pouchdb": "6.4.0",
+    "concurrently": "^7.6.0",
    "koa-body": "4.2.0",
    "rimraf": "3.0.2",
    "typescript": "4.7.3"
--- a/packages/types/src/sdk/search.ts
+++ b/packages/types/src/sdk/search.ts
@ -1,5 +1,6 @@
 import { Operation, SortDirection } from "./datasources"
 import { Row, Table } from "../documents"
+import { SortType } from "../api"

 export interface SearchFilters {
  allOr?: boolean
@ -42,7 +43,10 @@ export interface SearchFilters {
 }

 export interface SortJson {
-  [key: string]: SortDirection
+  [key: string]: {
+    direction: SortDirection
+    type?: SortType
+  }
 }

 export interface PaginationJson {
--- a/packages/types/tsconfig-base.build.json
+++ b/packages/types/tsconfig-base.build.json
@ -0,0 +1,14 @@
+{
+  "compilerOptions": {
+    "lib": ["es2020"],
+    "strict": true,
+    "noImplicitAny": true,
+    "esModuleInterop": true,
+    "resolveJsonModule": true,
+    "incremental": true,
+    "sourceMap": true,
+    "declaration": true
+  },
+  "include": ["src/**/*"],
+  "exclude": ["node_modules", "dist", "**/*.spec.ts", "**/*.spec.js"]
+}
--- a/packages/types/tsconfig-cjs.build.json
+++ b/packages/types/tsconfig-cjs.build.json
@ -0,0 +1,8 @@
+{
+  "extends": "./tsconfig-base.build.json",
+  "compilerOptions": {
+    "module": "commonjs",
+    "outDir": "dist/cjs",
+    "target": "es2015"
+  }
+}
--- a/packages/types/tsconfig.build.json
+++ b/packages/types/tsconfig.build.json
@ -1,24 +1,8 @@
 {
+  "extends": "./tsconfig-base.build.json",
  "compilerOptions": {
    "target": "es6",
-    "module": "commonjs",
-    "lib": ["es2020"],
-    "strict": true,
-    "noImplicitAny": true,
-    "esModuleInterop": true,
-    "resolveJsonModule": true,
-    "incremental": true,
-    "sourceMap": true,
-    "declaration": true,
-    "outDir": "dist"
-  },
-  "include": [
-    "src/**/*"
-  ],
-  "exclude": [
-    "node_modules",
-    "dist",
-    "**/*.spec.ts",
-    "**/*.spec.js"
-  ]
-}
+    "moduleResolution": "node",
+    "outDir": "dist/mjs"
+  }
+}
--- a/packages/types/yarn.lock
+++ b/packages/types/yarn.lock
@ -337,6 +337,18 @@ agent-base@^6.0.2:
  dependencies:
    debug "4"

+ansi-regex@^5.0.1:
+  version "5.0.1"
+  resolved "https://registry.yarnpkg.com/ansi-regex/-/ansi-regex-5.0.1.tgz#082cb2c89c9fe8659a311a53bd6a4dc5301db304"
+  integrity sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==
+
+ansi-styles@^4.0.0, ansi-styles@^4.1.0:
+  version "4.3.0"
+  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-4.3.0.tgz#edd803628ae71c04c85ae7a0906edad34b648937"
+  integrity sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==
+  dependencies:
+    color-convert "^2.0.1"
+
 asynckit@^0.4.0:
  version "0.4.0"
  resolved "https://registry.yarnpkg.com/asynckit/-/asynckit-0.4.0.tgz#c79ed97f7f34cb8f2ba1bc9790bcc366474b4b79"
@ -377,6 +389,23 @@ call-bind@^1.0.0:
    function-bind "^1.1.1"
    get-intrinsic "^1.0.2"

+chalk@^4.1.0:
+  version "4.1.2"
+  resolved "https://registry.yarnpkg.com/chalk/-/chalk-4.1.2.tgz#aac4e2b7734a740867aeb16bf02aad556a1e7a01"
+  integrity sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==
+  dependencies:
+    ansi-styles "^4.1.0"
+    supports-color "^7.1.0"
+
+cliui@^8.0.1:
+  version "8.0.1"
+  resolved "https://registry.yarnpkg.com/cliui/-/cliui-8.0.1.tgz#0c04b075db02cbfe60dc8e6cf2f5486b1a3608aa"
+  integrity sha512-BSeNnyus75C4//NQ9gQt1/csTXyo/8Sb+afLAkzAptFuMsod9HFokGNudZpi/oQV73hnVK+sR+5PVRMd+Dr7YQ==
+  dependencies:
+    string-width "^4.2.0"
+    strip-ansi "^6.0.1"
+    wrap-ansi "^7.0.0"
+
 co-body@^5.1.1:
  version "5.2.0"
  resolved "https://registry.yarnpkg.com/co-body/-/co-body-5.2.0.tgz#5a0a658c46029131e0e3a306f67647302f71c124"
@ -387,6 +416,18 @@ co-body@^5.1.1:
    raw-body "^2.2.0"
    type-is "^1.6.14"

+color-convert@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3"
+  integrity sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==
+  dependencies:
+    color-name "~1.1.4"
+
+color-name@~1.1.4:
+  version "1.1.4"
+  resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
+  integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
+
 combined-stream@^1.0.8:
  version "1.0.8"
  resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
@ -399,6 +440,26 @@ concat-map@0.0.1:
  resolved "https://registry.yarnpkg.com/concat-map/-/concat-map-0.0.1.tgz#d8a96bd77fd68df7793a73036a3ba0d5405d477b"
  integrity sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==

+concurrently@^7.6.0:
+  version "7.6.0"
+  resolved "https://registry.yarnpkg.com/concurrently/-/concurrently-7.6.0.tgz#531a6f5f30cf616f355a4afb8f8fcb2bba65a49a"
+  integrity sha512-BKtRgvcJGeZ4XttiDiNcFiRlxoAeZOseqUvyYRUp/Vtd+9p1ULmeoSqGsDA+2ivdeDFpqrJvGvmI+StKfKl5hw==
+  dependencies:
+    chalk "^4.1.0"
+    date-fns "^2.29.1"
+    lodash "^4.17.21"
+    rxjs "^7.0.0"
+    shell-quote "^1.7.3"
+    spawn-command "^0.0.2-1"
+    supports-color "^8.1.0"
+    tree-kill "^1.2.2"
+    yargs "^17.3.1"
+
+date-fns@^2.29.1:
+  version "2.29.3"
+  resolved "https://registry.yarnpkg.com/date-fns/-/date-fns-2.29.3.tgz#27402d2fc67eb442b511b70bbdf98e6411cd68a8"
+  integrity sha512-dDCnyH2WnnKusqvZZ6+jA1O51Ibt8ZMRNkDZdyAyK4YfbDwa/cEmuztzG5pk6hqlp9aSBPYcjOlktquahGwGeA==
+
 debug@4:
  version "4.3.4"
  resolved "https://registry.yarnpkg.com/debug/-/debug-4.3.4.tgz#1319f6579357f2338d3337d2cdd4914bb5dcc865"
@ -416,6 +477,16 @@ depd@2.0.0:
  resolved "https://registry.yarnpkg.com/depd/-/depd-2.0.0.tgz#b696163cc757560d09cf22cc8fad1571b79e76df"
  integrity sha512-g7nH6P6dyDioJogAAGprGpCtVImJhpPk/roCzdb3fIh61/s/nPsfR6onyMwkCAR/OlC3yBC0lESvUoQEAssIrw==

+emoji-regex@^8.0.0:
+  version "8.0.0"
+  resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-8.0.0.tgz#e818fd69ce5ccfcb404594f842963bf53164cc37"
+  integrity sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==
+
+escalade@^3.1.1:
+  version "3.1.1"
+  resolved "https://registry.yarnpkg.com/escalade/-/escalade-3.1.1.tgz#d8cfdc7000965c5a0174b4a82eaa5c0552742e40"
+  integrity sha512-k0er2gUkLf8O0zKJiAhmkTnJlTvINGv7ygDNPbeIsX/TJjGJZHuh9B2UxbsaEkmlEo9MfhrSzmhIlhRlI2GXnw==
+
 follow-redirects@^1.15.0:
  version "1.15.2"
  resolved "https://registry.yarnpkg.com/follow-redirects/-/follow-redirects-1.15.2.tgz#b460864144ba63f2681096f274c4e57026da2c13"
@ -445,6 +516,11 @@ function-bind@^1.1.1:
  resolved "https://registry.yarnpkg.com/function-bind/-/function-bind-1.1.1.tgz#a56899d3ea3c9bab874bb9773b7c5ede92f4895d"
  integrity sha512-yIovAzMX49sF8Yl58fSCWJ5svSLuaibPxXQJFLmBObTuCr0Mf1KiPopGM9NiFjiYBCbfaa2Fh6breQ6ANVTI0A==

+get-caller-file@^2.0.5:
+  version "2.0.5"
+  resolved "https://registry.yarnpkg.com/get-caller-file/-/get-caller-file-2.0.5.tgz#4f94412a82db32f36e3b0b9741f8a97feb031f7e"
+  integrity sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==
+
 get-intrinsic@^1.0.2:
  version "1.1.3"
  resolved "https://registry.yarnpkg.com/get-intrinsic/-/get-intrinsic-1.1.3.tgz#063c84329ad93e83893c7f4f243ef63ffa351385"
@ -466,6 +542,11 @@ glob@^7.1.3:
    once "^1.3.0"
    path-is-absolute "^1.0.0"

+has-flag@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-4.0.0.tgz#944771fd9c81c81265c4d6941860da06bb59479b"
+  integrity sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==
+
 has-symbols@^1.0.3:
  version "1.0.3"
  resolved "https://registry.yarnpkg.com/has-symbols/-/has-symbols-1.0.3.tgz#bb7b2c4349251dce87b125f7bdf874aa7c8b39f8"
@ -521,6 +602,11 @@ inherits@2, inherits@2.0.4:
  resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.4.tgz#0fa2c64f932917c3433a0ded55363aae37416b7c"
  integrity sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==

+is-fullwidth-code-point@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz#f116f8064fe90b3f7844a38997c0b75051269f1d"
+  integrity sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==
+
 json5@*:
  version "2.2.3"
  resolved "https://registry.yarnpkg.com/json5/-/json5-2.2.3.tgz#78cd6f1a19bdc12b73db5ad0c61efd66c1e29283"
@ -535,6 +621,11 @@ koa-body@4.2.0:
    co-body "^5.1.1"
    formidable "^1.1.1"

+lodash@^4.17.21:
+  version "4.17.21"
+  resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.21.tgz#679591c564c3bffaae8454cf0b3df370c3d6911c"
+  integrity sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==
+
 media-typer@0.3.0:
  version "0.3.0"
  resolved "https://registry.yarnpkg.com/media-typer/-/media-typer-0.3.0.tgz#8710d7af0aa626f8fffa1ce00168545263255748"
@ -623,6 +714,11 @@ raw-body@^2.2.0:
    iconv-lite "0.4.24"
    unpipe "1.0.0"

+require-directory@^2.1.1:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/require-directory/-/require-directory-2.1.1.tgz#8c64ad5fd30dab1c976e2344ffe7f792a6a6df42"
+  integrity sha512-fGxEI7+wsG9xrvdjsrlmL22OMTTiHRwAMroiEeMgq8gzoLC/PQr7RsRDSTLUg/bZAZtF+TVIkHc6/4RIKrui+Q==
+
 requires-port@^1.0.0:
  version "1.0.0"
  resolved "https://registry.yarnpkg.com/requires-port/-/requires-port-1.0.0.tgz#925d2601d39ac485e091cf0da5c6e694dc3dcaff"
@ -635,6 +731,13 @@ rimraf@3.0.2:
  dependencies:
    glob "^7.1.3"

+rxjs@^7.0.0:
+  version "7.8.0"
+  resolved "https://registry.yarnpkg.com/rxjs/-/rxjs-7.8.0.tgz#90a938862a82888ff4c7359811a595e14e1e09a4"
+  integrity sha512-F2+gxDshqmIub1KdvZkaEfGDwLNpPvk9Fs6LD/MyQxNgMds/WH9OdDDXOmxUZpME+iSK3rQCctkL0DYyytUqMg==
+  dependencies:
+    tslib "^2.1.0"
+
 "safer-buffer@>= 2.1.2 < 3":
  version "2.1.2"
  resolved "https://registry.yarnpkg.com/safer-buffer/-/safer-buffer-2.1.2.tgz#44fa161b0187b9549dd84bb91802f9bd8385cd6a"
@ -645,6 +748,11 @@ setprototypeof@1.2.0:
  resolved "https://registry.yarnpkg.com/setprototypeof/-/setprototypeof-1.2.0.tgz#66c9a24a73f9fc28cbe66b09fed3d33dcaf1b424"
  integrity sha512-E5LDX7Wrp85Kil5bhZv46j8jOeboKq5JMmYM3gVGdGH8xFpPWXUMsNrlODCrkoxMEeNi/XZIwuRvY4XNwYMJpw==

+shell-quote@^1.7.3:
+  version "1.8.0"
+  resolved "https://registry.yarnpkg.com/shell-quote/-/shell-quote-1.8.0.tgz#20d078d0eaf71d54f43bd2ba14a1b5b9bfa5c8ba"
+  integrity sha512-QHsz8GgQIGKlRi24yFc6a6lN69Idnx634w49ay6+jA5yFh7a1UY+4Rp6HPx/L/1zcEDPEij8cIsiqR6bQsE5VQ==
+
 side-channel@^1.0.4:
  version "1.0.4"
  resolved "https://registry.yarnpkg.com/side-channel/-/side-channel-1.0.4.tgz#efce5c8fdc104ee751b25c58d4290011fa5ea2cf"
@ -654,11 +762,46 @@ side-channel@^1.0.4:
    get-intrinsic "^1.0.2"
    object-inspect "^1.9.0"

+spawn-command@^0.0.2-1:
+  version "0.0.2-1"
+  resolved "https://registry.yarnpkg.com/spawn-command/-/spawn-command-0.0.2-1.tgz#62f5e9466981c1b796dc5929937e11c9c6921bd0"
+  integrity sha512-n98l9E2RMSJ9ON1AKisHzz7V42VDiBQGY6PB1BwRglz99wpVsSuGzQ+jOi6lFXBGVTCrRpltvjm+/XA+tpeJrg==
+
 statuses@2.0.1:
  version "2.0.1"
  resolved "https://registry.yarnpkg.com/statuses/-/statuses-2.0.1.tgz#55cb000ccf1d48728bd23c685a063998cf1a1b63"
  integrity sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ==

+string-width@^4.1.0, string-width@^4.2.0, string-width@^4.2.3:
+  version "4.2.3"
+  resolved "https://registry.yarnpkg.com/string-width/-/string-width-4.2.3.tgz#269c7117d27b05ad2e536830a8ec895ef9c6d010"
+  integrity sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==
+  dependencies:
+    emoji-regex "^8.0.0"
+    is-fullwidth-code-point "^3.0.0"
+    strip-ansi "^6.0.1"
+
+strip-ansi@^6.0.0, strip-ansi@^6.0.1:
+  version "6.0.1"
+  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-6.0.1.tgz#9e26c63d30f53443e9489495b2105d37b67a85d9"
+  integrity sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==
+  dependencies:
+    ansi-regex "^5.0.1"
+
+supports-color@^7.1.0:
+  version "7.2.0"
+  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-7.2.0.tgz#1b7dcdcb32b8138801b3e478ba6a51caa89648da"
+  integrity sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==
+  dependencies:
+    has-flag "^4.0.0"
+
+supports-color@^8.1.0:
+  version "8.1.1"
+  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-8.1.1.tgz#cd6fc17e28500cff56c1b86c0a7fd4a54a73005c"
+  integrity sha512-MpUEN2OodtUzxvKQl72cUF7RQ5EiHsGvSsVG0ia9c5RbWGL2CI4C7EpPS8UTBIplnlzZiNuV56w+FuNxy3ty2Q==
+  dependencies:
+    has-flag "^4.0.0"
+
 toidentifier@1.0.1:
  version "1.0.1"
  resolved "https://registry.yarnpkg.com/toidentifier/-/toidentifier-1.0.1.tgz#3be34321a88a820ed1bd80dfaa33e479fbb8dd35"
@ -674,6 +817,16 @@ tough-cookie@^4.1.2:
    universalify "^0.2.0"
    url-parse "^1.5.3"

+tree-kill@^1.2.2:
+  version "1.2.2"
+  resolved "https://registry.yarnpkg.com/tree-kill/-/tree-kill-1.2.2.tgz#4ca09a9092c88b73a7cdc5e8a01b507b0790a0cc"
+  integrity sha512-L0Orpi8qGpRG//Nd+H90vFB+3iHnue1zSSGmNOOCh1GLJ7rUKVwV2HvijphGQS2UmhUZewS9VgvxYIdgr+fG1A==
+
+tslib@^2.1.0:
+  version "2.5.0"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.5.0.tgz#42bfed86f5787aeb41d031866c8f402429e0fddf"
+  integrity sha512-336iVw3rtn2BUK7ORdIAHTyxHGRIHVReokCR3XjbckJMK7ms8FysBfhLR8IXnAgy7T0PTPNBWKiH514FOW/WSg==
+
 type-is@^1.6.14:
  version "1.6.18"
  resolved "https://registry.yarnpkg.com/type-is/-/type-is-1.6.18.tgz#4e552cd05df09467dcbc4ef739de89f2cf37c131"
@ -705,7 +858,39 @@ url-parse@^1.5.3:
    querystringify "^2.1.1"
    requires-port "^1.0.0"

+wrap-ansi@^7.0.0:
+  version "7.0.0"
+  resolved "https://registry.yarnpkg.com/wrap-ansi/-/wrap-ansi-7.0.0.tgz#67e145cff510a6a6984bdf1152911d69d2eb9e43"
+  integrity sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==
+  dependencies:
+    ansi-styles "^4.0.0"
+    string-width "^4.1.0"
+    strip-ansi "^6.0.0"
+
 wrappy@1:
  version "1.0.2"
  resolved "https://registry.yarnpkg.com/wrappy/-/wrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f"
  integrity sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=
+
+y18n@^5.0.5:
+  version "5.0.8"
+  resolved "https://registry.yarnpkg.com/y18n/-/y18n-5.0.8.tgz#7f4934d0f7ca8c56f95314939ddcd2dd91ce1d55"
+  integrity sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==
+
+yargs-parser@^21.1.1:
+  version "21.1.1"
+  resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-21.1.1.tgz#9096bceebf990d21bb31fa9516e0ede294a77d35"
+  integrity sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==
+
+yargs@^17.3.1:
+  version "17.7.1"
+  resolved "https://registry.yarnpkg.com/yargs/-/yargs-17.7.1.tgz#34a77645201d1a8fc5213ace787c220eabbd0967"
+  integrity sha512-cwiTb08Xuv5fqF4AovYacTFNxk62th7LKJ6BL9IGUpTJrWoU7/7WdQGTP2SjKf1dUNBGzDd28p/Yfs/GI6JrLw==
+  dependencies:
+    cliui "^8.0.1"
+    escalade "^3.1.1"
+    get-caller-file "^2.0.5"
+    require-directory "^2.1.1"
+    string-width "^4.2.3"
+    y18n "^5.0.5"
+    yargs-parser "^21.1.1"
--- a/scripts/link-dependencies.sh
+++ b/scripts/link-dependencies.sh
@ -28,6 +28,12 @@ yarn unlink
 yarn link
 cd -

+echo "Linking shared-core"
+cd packages/shared-core
+yarn unlink
+yarn link
+cd -
+
 if [ -d "../budibase-pro" ]; then
  cd ../budibase-pro
  echo "Bootstrapping budibase-pro"