feat: 🎸 Add sqlite handler and parser (#2933)
* feat: 🎸 Add sqlite handler and parser ✅ Closes: https://hashicorp.atlassian.net/browse/ICU-17410
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@@ -4,16 +4,203 @@
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*/
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import { getOwner, setOwner } from '@ember/owner';
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import { service } from '@ember/service';
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import { modelMapping } from 'api/services/sqlite';
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import { get } from '@ember/object';
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import { typeOf } from '@ember/utils';
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import { hashCode } from '../utils/hash-code';
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import { generateSQLExpressions } from '../utils/sqlite-query';
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export default class SqliteHandler {
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@service sqlite;
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batchLimit = 5_000;
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constructor(context) {
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setOwner(this, getOwner(context));
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}
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async request(context, next) {
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switch (context.request.op) {
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case 'query': {
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const { store, data } = context.request;
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const {
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type,
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query,
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options: {
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pushToStore = true,
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peekDb = false,
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storeToken = true,
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} = {},
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} = data;
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const supportedModels = Object.keys(modelMapping);
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// Go through normal flow if we don't yet support the model
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// or if we don't have a sqlite db instance
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if (!supportedModels.includes(type) || !this.sqlite) {
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return next(context.request);
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}
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const adapter = store.adapterFor(type);
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const schema = store.modelFor(type);
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const serializer = store.serializerFor(type);
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let { page, pageSize, query: queryObj, ...remainingQuery } = query;
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let payload,
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listToken,
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writeToDbPromise,
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totalInsert = 0;
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if (!peekDb) {
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const tokenKey = `${type}-${hashCode(remainingQuery)}`;
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if (storeToken) {
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const [tokenObj] = await this.sqlite.fetchResource({
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...generateSQLExpressions('token', {
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filters: { id: [{ equals: tokenKey }] },
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}),
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});
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listToken = tokenObj?.token;
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}
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do {
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try {
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payload = await adapter.query(store, schema, {
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...remainingQuery,
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list_token: listToken,
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batchLimit: this.batchLimit,
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});
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totalInsert += payload.items?.length ?? 0;
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// await the previous writeToDbPromise before writing to db again
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if (writeToDbPromise) {
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await writeToDbPromise;
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}
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} catch (err) {
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console.error('Error retrieving data:', err);
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throw err;
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}
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listToken = payload.list_token;
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writeToDbPromise = this.writeToDb(
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payload,
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storeToken,
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tokenKey,
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serializer,
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store,
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schema,
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type,
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);
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} while (payload.response_type === 'delta');
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await writeToDbPromise;
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}
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// TODO: Remove all timers once we're ready to merge back to main
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console.time(`SQLite fetch ${type}`);
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if (totalInsert > 0) {
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// If there were any inserts, let sqlite handle running analyze on the DB
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await this.sqlite.analyzeDatabase();
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console.timeLog(`SQLite fetch ${type}`, 'analyze');
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}
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const { sql, parameters } = generateSQLExpressions(type, queryObj, {
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page,
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pageSize,
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select: ['data'],
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});
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const rows = await this.sqlite.fetchResource({
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sql,
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parameters,
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});
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console.timeLog(`SQLite fetch ${type}`, 'rows');
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const { sql: countSql, parameters: countParams } =
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generateSQLExpressions(type, queryObj, {
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select: ['count(*) as total'],
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});
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const count = await this.sqlite.fetchResource({
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sql: countSql,
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parameters: countParams,
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});
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console.timeLog(`SQLite fetch ${type}`, 'count');
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const results = rows.map((item) => JSON.parse(item.data));
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// If we are not pushing to the store, use the raw data with id property
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const records = pushToStore
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? store.push({ data: results })
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: results.map((record) => ({
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...record.attributes,
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id: record.id,
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}));
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// Set a meta property on the array to store the total items of the results.
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// This isn't conventional but is better than returning an ArrayProxy
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// or EmberArray since the ember store query method asserts it has to be an array
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// so we can't just return an object.
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console.timeEnd(`SQLite fetch ${type}`);
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records.meta = { totalItems: count[0].total };
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return records;
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}
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default:
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return next(context.request);
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}
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}
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async writeToDb(
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payload,
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storeToken,
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tokenKey,
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serializer,
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store,
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schema,
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type,
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) {
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if (payload.list_token && storeToken) {
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await this.sqlite.insertResource('token', [
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[tokenKey, payload.list_token],
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]);
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}
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// Remove any records from the DB if the API indicates they've been deleted
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if (payload.removed_ids?.length > 0) {
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await this.sqlite.deleteResource(type, payload.removed_ids);
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}
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const normalizedPayload = serializer.normalizeResponse(
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store,
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schema,
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payload,
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null,
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'query',
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);
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const { data: payloadData } = normalizedPayload;
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// Store the new data we just got back from the API refresh
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const items = payloadData.map((datum) => {
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const params = Object.values(modelMapping[type]).map((key) => {
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let value;
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if (key === 'id') {
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value = datum.id;
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} else {
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value = get(datum, `attributes.${key}`);
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}
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if (typeOf(value) === 'date') {
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return value.toISOString();
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}
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return value;
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});
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return [...params, JSON.stringify(datum)];
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});
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if (items.length > 0) console.time(`SQLite insert`);
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await this.sqlite.insertResource(type, items);
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if (items.length > 0) console.timeEnd(`SQLite insert`);
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}
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}
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@@ -1,46 +0,0 @@
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/**
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* Copyright (c) HashiCorp, Inc.
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* SPDX-License-Identifier: BUSL-1.1
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*/
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import Service from '@ember/service';
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import { PWBHost } from 'promise-worker-bi';
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export default class SqliteDbService extends Service {
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// =attributes
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// We need a handle on the original web worker to properly clean it up.
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webWorker;
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// This will be the worker we interact with that is wrapped by PWBHost.
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worker;
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// TODO: Actually use the name that gets passed into setup later
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setup() {
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if (this.worker) {
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// If the worker already exists, we don't need to do anything.
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return;
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}
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// In production, our JS files will be fingerprinted with an MD5 hash
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// so we need a way to map the worker file name to be able to find it.
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//
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// Ember is automagically replacing any URL path with the fingerprinted
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// asset, and this is done by broccoli-asset-rev.
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//
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// The problem is it's a bit finicky as seen in this issue
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// https://github.com/ember-cli/broccoli-asset-rewrite/issues/66
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// and will not work properly if it's part of a template string or interpolated.
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// Therefore, we need the URL path in a string somewhere to be replaced properly.
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this.webWorker = new Worker('/workers/sqlite-worker.js', {
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type: 'module',
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});
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// We use PWBHost to simplify communication so we can just send and receive
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// messages with promises rather than having to manually set up event listeners
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this.worker = new PWBHost(this.webWorker);
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}
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willDestroy() {
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this.webWorker?.terminate();
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}
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}
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@@ -0,0 +1,123 @@
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/**
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* Copyright (c) HashiCorp, Inc.
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* SPDX-License-Identifier: BUSL-1.1
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*/
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import Service from '@ember/service';
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import { PWBHost } from 'promise-worker-bi';
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// A mapping of columns to their expected model attributes for supported models
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// The JSON data column is not included here but is assumed to always be last.
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export const modelMapping = {
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target: {
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id: 'id',
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type: 'type',
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name: 'name',
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description: 'description',
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address: 'address',
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scope_id: 'scope.scope_id',
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created_time: 'created_time',
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},
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};
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// A list of tables that we support searching using FTS5 in SQLite.
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export const searchTables = new Set(['target']);
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export default class SqliteDbService extends Service {
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// =attributes
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// We need a handle on the original web worker to properly clean it up.
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webWorker;
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// This will be the worker we interact with that is wrapped by PWBHost.
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worker;
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setup(dbName) {
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if (this.worker) {
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// If the worker already exists, we don't need to do anything.
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return;
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}
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// In production, our JS files will be fingerprinted with an MD5 hash
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// so we need a way to map the worker file name to be able to find it.
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//
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// Ember is automagically replacing any URL path with the fingerprinted
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// asset, and this is done by broccoli-asset-rev.
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//
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// The problem is it's a bit finicky as seen in this issue
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// https://github.com/ember-cli/broccoli-asset-rewrite/issues/66
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// and will not work properly if it's part of a template string or interpolated.
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// Therefore, we need the URL path in a string somewhere to be replaced properly.
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this.webWorker = new Worker('/workers/sqlite-worker.js', {
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type: 'module',
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});
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// We use PWBHost to simplify communication so we can just send and receive
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// messages with promises rather than having to manually set up event listeners
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this.worker = new PWBHost(this.webWorker);
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this.worker.register(async ({ method }) => {
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if (method === 'getDatabaseName') {
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return dbName;
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}
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});
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}
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fetchResource({ sql, parameters }) {
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return this.worker.postMessage({
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method: 'fetchResource',
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payload: { sql, parameters },
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});
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}
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insertResource(resource, items) {
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return this.worker.postMessage({
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method: 'insertResource',
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payload: { resource, items, modelMapping },
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});
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}
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deleteResource(resource, ids) {
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return this.worker.postMessage({
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method: 'deleteResource',
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payload: { resource, ids },
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});
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}
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analyzeDatabase() {
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return this.worker.postMessage({ method: 'analyzeDatabase' });
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}
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async downloadDatabase() {
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const byteArray = await this.worker.postMessage({
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method: 'downloadDatabase',
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});
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const blob = new Blob([byteArray.buffer], {
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type: 'application/x-sqlite3',
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});
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// Create temporary elements to initialize the download
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const a = window.document.createElement('a');
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window.document.body.appendChild(a);
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a.href = window.URL.createObjectURL(blob);
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a.download = 'boundary.db';
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a.addEventListener('click', function () {
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setTimeout(function () {
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window.URL.revokeObjectURL(a.href);
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a.remove();
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}, 500);
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});
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a.click();
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}
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async clearDatabase() {
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await this.worker.postMessage({ method: 'clearDatabase' });
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}
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async deleteDatabase() {
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await this.worker.postMessage({ method: 'deleteDatabase' });
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}
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willDestroy() {
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this.webWorker?.terminate();
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}
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}
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@@ -0,0 +1,162 @@
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/**
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* Copyright (c) HashiCorp, Inc.
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* SPDX-License-Identifier: BUSL-1.1
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*/
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import { modelMapping } from 'api/services/sqlite';
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import { searchTables } from 'api/services/sqlite';
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import { typeOf } from '@ember/utils';
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/**
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* Takes a POJO representing a filter query and builds a SQL query.
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*
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* @example
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* const filter = generateSQLExpressions(type, {
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* search: generated',
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* filters: {
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* scope_id: {
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* logicalOperator: 'and',
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* values: [{ notEquals: 'scope1' }, { notEquals: 'scope2' }],
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* },
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* },
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* });
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*/
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export function generateSQLExpressions(
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resource,
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query = {},
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{ page, pageSize, select } = {},
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) {
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let { search, filters, sort = {} } = query;
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const conditions = [];
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const parameters = [];
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addFilterConditions(filters, parameters, conditions);
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addSearchConditions(search, resource, parameters, conditions);
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const { attribute, direction } = sort;
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let orderByClause = '';
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if (attribute) {
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// We have to check if the attribute is valid for the resource
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// as we can't use parameterized queries for ORDER BY
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const validAttributes = Object.keys(modelMapping[resource]);
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if (validAttributes.includes(attribute)) {
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orderByClause = `ORDER BY ${attribute} ${direction === 'desc' ? 'DESC' : 'ASC'}`;
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}
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} else if (modelMapping[resource]?.created_time) {
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orderByClause = `ORDER BY created_time DESC`;
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}
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const whereClause = conditions.length ? `WHERE ${and(conditions)}` : '';
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const paginationClause = page && pageSize ? `LIMIT ? OFFSET ?` : '';
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if (paginationClause) {
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parameters.push(pageSize, (page - 1) * pageSize);
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}
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const selectClause = `SELECT ${select ? select.join(', ') : '*'} FROM ${resource}`;
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return {
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// Replace any empty newlines or leading whitespace on each line to be consistent with formatting
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// This is mainly to help us read and test the generated SQL as it has no effect on the actual SQL execution.
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sql: `
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${selectClause}
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${whereClause}
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${orderByClause}
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${paginationClause}`
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.replace(/^\s+/gm, '')
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.trim(),
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parameters,
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};
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}
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function addFilterConditions(filters, parameters, conditions) {
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if (!filters) {
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return;
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}
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for (const [key, filterArrayOrObject] of Object.entries(filters)) {
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// Filter can be an array or an object with a `values` property
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const filterValueArray = Array.isArray(filterArrayOrObject)
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? filterArrayOrObject
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: filterArrayOrObject.values;
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if (!filterValueArray || !filterValueArray.length) {
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continue;
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}
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const filterConditions = filterValueArray
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.filter((f) => f)
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.map((filterObjValue) => {
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let [operation, value] = Object.entries(filterObjValue)[0];
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// SQLite needs to be working with ISO strings
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if (typeOf(value) === 'date') {
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value = value.toISOString();
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}
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// Handle LIKE operator separately
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if (operation === 'contains') {
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parameters.push(`%${value}%`);
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} else {
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parameters.push(value);
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}
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return `${key}${OPERATORS[operation]}`;
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});
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const { logicalOperator } = filterArrayOrObject;
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// Default to `or` if we don't have a logical operator
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conditions.push(
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parenthetical(
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logicalOperator === 'and'
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? and(filterConditions)
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: or(filterConditions),
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),
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);
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}
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}
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function addSearchConditions(search, resource, parameters, conditions) {
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if (!search) {
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return;
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}
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if (searchTables.has(resource)) {
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// Use the special prefix indicator "*" for full-text search
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parameters.push(`"${search}"*`);
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// Use a subquery to match against the FTS table with rowids as SQLite is
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// much more efficient with FTS queries when using rowids or MATCH (or both).
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// We could have also used a join here but a subquery is simpler.
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conditions.push(
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`rowid IN (SELECT rowid FROM ${resource}_fts WHERE ${resource}_fts MATCH ?)`,
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);
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return;
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}
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const fields = Object.keys(modelMapping[resource]);
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const searchConditions = parenthetical(
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or(
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fields.map((field) => {
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parameters.push(`%${search}%`);
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return `${field}${OPERATORS['contains']}`;
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}),
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),
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);
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conditions.push(searchConditions);
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}
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// Comparison Operators
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const OPERATORS = {
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equals: ' = ?',
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notEquals: ' != ?',
|
||||
gt: ' > ?',
|
||||
gte: ' >= ?',
|
||||
lt: ' < ?',
|
||||
lte: ' <= ?',
|
||||
contains: ' LIKE ?',
|
||||
};
|
||||
|
||||
// Logical Operators
|
||||
const and = (clauses) => clauses.join(' AND ');
|
||||
const or = (clauses) => clauses.join(' OR ');
|
||||
const parenthetical = (expression) => (expression ? `(${expression})` : '');
|
||||
@@ -6,21 +6,171 @@
|
||||
import { PWBWorker } from 'promise-worker-bi';
|
||||
import sqlite3InitModule from '@sqlite.org/sqlite-wasm';
|
||||
import sharedServiceInit from './utils/shared-service';
|
||||
import {
|
||||
CLEAR_DB,
|
||||
CREATE_TABLES,
|
||||
DELETE_STATEMENT,
|
||||
INSERT_STATEMENTS,
|
||||
} from './utils/schema';
|
||||
|
||||
/** @type {import('@sqlite.org/sqlite-wasm').OpfsSAHPoolDatabase} */
|
||||
let db;
|
||||
/** @type {import('@sqlite.org/sqlite-wasm').SAHPoolUtil} */
|
||||
let poolUtil;
|
||||
/** @type {import('@sqlite.org/sqlite-wasm').Sqlite3Static} */
|
||||
let sqlite3;
|
||||
|
||||
// Maximum number of host parameters for SQLite prepared statements.
|
||||
// See "Maximum Number Of Host Parameters In A Single SQL Statement" in
|
||||
// https://www.sqlite.org/limits.html
|
||||
const MAX_HOST_PARAMETERS = 32766;
|
||||
const SCHEMA_VERSION = 1;
|
||||
|
||||
const methods = {
|
||||
initializeSQLite: async () => {
|
||||
try {
|
||||
const sqlite3 = await sqlite3InitModule({
|
||||
print: console.log,
|
||||
printErr: console.error,
|
||||
});
|
||||
console.log(`SQLite Version: ${sqlite3?.version.libVersion}`);
|
||||
const poolUtil = await sqlite3.installOpfsSAHPoolVfs();
|
||||
new poolUtil.OpfsSAHPoolDb('/boundary');
|
||||
} catch (err) {
|
||||
console.error('Initialization error:', err.name, err.message);
|
||||
sqlite3 = await sqlite3InitModule({
|
||||
print: console.log,
|
||||
printErr: console.error,
|
||||
});
|
||||
console.log(`SQLite Version: ${sqlite3?.version.libVersion}`);
|
||||
const dbName = await promiseWorker.postMessage({
|
||||
method: 'getDatabaseName',
|
||||
});
|
||||
|
||||
let done = false;
|
||||
while (!done) {
|
||||
try {
|
||||
poolUtil = await sqlite3.installOpfsSAHPoolVfs();
|
||||
db = new poolUtil.OpfsSAHPoolDb(dbName);
|
||||
|
||||
const [row] = db.exec('PRAGMA user_version;', { rowMode: 'object' });
|
||||
// Check if we're on a newer schema version and clear the database if so
|
||||
if (SCHEMA_VERSION > row.user_version) {
|
||||
db.exec(CLEAR_DB);
|
||||
}
|
||||
|
||||
db.exec(CREATE_TABLES(SCHEMA_VERSION));
|
||||
// Force an analyze on initial connection
|
||||
db.exec('PRAGMA optimize=0x10002;');
|
||||
done = true;
|
||||
} catch (err) {
|
||||
// If we get a SQLite3Error and the pool is at capacity, we'll assume the error is
|
||||
// because we hit the cap so we add more capacity and see if that solves it.
|
||||
if (
|
||||
err.name === 'SQLite3Error' &&
|
||||
poolUtil.getCapacity() === poolUtil.getFileCount()
|
||||
) {
|
||||
await poolUtil.addCapacity(1);
|
||||
|
||||
// If we have more than 20 files, that might indicate a problem so let's just
|
||||
// remove the VFS and wipe all the client data across users and restart.
|
||||
if (poolUtil.getCapacity() > 20) {
|
||||
await poolUtil.removeVfs();
|
||||
}
|
||||
} else {
|
||||
console.error('SQLite initialization error:', err);
|
||||
throw err;
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
analyzeDatabase: () => {
|
||||
db.exec('PRAGMA optimize');
|
||||
},
|
||||
clearDatabase: () => {
|
||||
db.exec(CLEAR_DB);
|
||||
db.exec(CREATE_TABLES(SCHEMA_VERSION));
|
||||
},
|
||||
deleteDatabase: () => {
|
||||
const name = db.dbFilename();
|
||||
if (db) {
|
||||
db.close();
|
||||
db = null;
|
||||
}
|
||||
|
||||
poolUtil.unlink(`/${name}`);
|
||||
},
|
||||
downloadDatabase: () => {
|
||||
return sqlite3.capi.sqlite3_js_db_export(db);
|
||||
},
|
||||
fetchResource: ({ sql, parameters = [] }) => {
|
||||
try {
|
||||
return db.exec({
|
||||
sql,
|
||||
bind: parameters,
|
||||
rowMode: 'object',
|
||||
});
|
||||
} catch (err) {
|
||||
// TODO: Add error handling to rest of methods and properly return the error back to caller
|
||||
console.error('Fetch resource error:', err, sql, parameters);
|
||||
throw err;
|
||||
}
|
||||
},
|
||||
insertResource: ({ resource, items, modelMapping }) => {
|
||||
if (items.length === 0) {
|
||||
return [];
|
||||
}
|
||||
|
||||
const numberOfParameters = items.reduce((acc, item) => {
|
||||
return acc + item.length;
|
||||
}, 0);
|
||||
|
||||
// We want to use as many VALUES as part of the insert statement as it's quicker
|
||||
// than doing multiple inserts. If we have too many rows to insert, we'll manually
|
||||
// chunk them up to avoid hitting the maximum number of host parameters
|
||||
// and execute these separate insert statements in a transaction
|
||||
if (numberOfParameters > MAX_HOST_PARAMETERS) {
|
||||
const chunkSize = Math.floor(MAX_HOST_PARAMETERS / items[0].length);
|
||||
|
||||
return db.transaction(() => {
|
||||
const results = [];
|
||||
for (let i = 0; i < items.length; i += chunkSize) {
|
||||
const chunk = items.slice(i, i + chunkSize);
|
||||
const result = db.exec({
|
||||
sql: INSERT_STATEMENTS(resource, chunk, modelMapping),
|
||||
bind: chunk.flat(),
|
||||
rowMode: 'object',
|
||||
});
|
||||
results.push(result);
|
||||
}
|
||||
return results;
|
||||
});
|
||||
}
|
||||
|
||||
db.exec({
|
||||
sql: INSERT_STATEMENTS(resource, items, modelMapping),
|
||||
bind: items.flat(),
|
||||
rowMode: 'object',
|
||||
});
|
||||
},
|
||||
deleteResource: ({ resource, ids }) => {
|
||||
if (ids.length === 0) {
|
||||
return [];
|
||||
}
|
||||
|
||||
// Check if we have too many parameters for the deletion and chunk if so
|
||||
if (ids.length > MAX_HOST_PARAMETERS) {
|
||||
return db.transaction(() => {
|
||||
const results = [];
|
||||
for (let i = 0; i < ids.length; i += MAX_HOST_PARAMETERS) {
|
||||
const chunk = ids.slice(i, i + MAX_HOST_PARAMETERS);
|
||||
const result = db.exec({
|
||||
sql: DELETE_STATEMENT(resource, chunk),
|
||||
bind: chunk,
|
||||
rowMode: 'object',
|
||||
});
|
||||
results.push(result);
|
||||
}
|
||||
return results;
|
||||
});
|
||||
}
|
||||
|
||||
return db.exec({
|
||||
sql: DELETE_STATEMENT(resource, ids),
|
||||
bind: ids,
|
||||
rowMode: 'object',
|
||||
});
|
||||
},
|
||||
};
|
||||
|
||||
const promiseWorker = new PWBWorker();
|
||||
|
||||
@@ -0,0 +1,85 @@
|
||||
/**
|
||||
* Copyright (c) HashiCorp, Inc.
|
||||
* SPDX-License-Identifier: BUSL-1.1
|
||||
*/
|
||||
|
||||
export const CLEAR_DB = `
|
||||
PRAGMA writable_schema = 1;
|
||||
DELETE FROM sqlite_master;
|
||||
PRAGMA writable_schema = 0;
|
||||
VACUUM;
|
||||
PRAGMA integrity_check;`;
|
||||
|
||||
export const CREATE_TABLES = (version) => `
|
||||
BEGIN;
|
||||
|
||||
PRAGMA user_version = ${version};
|
||||
|
||||
CREATE TABLE IF NOT EXISTS token (
|
||||
id TEXT NOT NULL PRIMARY KEY,
|
||||
token TEXT NOT NULL
|
||||
);
|
||||
|
||||
CREATE TABLE IF NOT EXISTS target (
|
||||
id TEXT NOT NULL PRIMARY KEY,
|
||||
type TEXT NOT NULL,
|
||||
name TEXT NOT NULL UNIQUE,
|
||||
description TEXT,
|
||||
address TEXT,
|
||||
scope_id TEXT NOT NULL,
|
||||
created_time TEXT NOT NULL,
|
||||
data TEXT NOT NULL
|
||||
);
|
||||
CREATE INDEX IF NOT EXISTS idx_target_scope_id_created_time ON target(scope_id, created_time DESC);
|
||||
|
||||
-- Create a contentless FTS table as we will only use the rowids.
|
||||
-- Note that this only creates the FTS index and cannot reference the target content
|
||||
CREATE VIRTUAL TABLE IF NOT EXISTS target_fts USING fts5(
|
||||
id,
|
||||
type,
|
||||
name,
|
||||
description,
|
||||
address,
|
||||
scope_id,
|
||||
created_time,
|
||||
content='',
|
||||
);
|
||||
|
||||
-- Create triggers to keep the FTS table in sync with the target table
|
||||
-- Note: The FTS table does not have an update trigger, as it's updated only on
|
||||
-- INSERT and DELETE as we do an INSERT OR REPLACE INTO on the table
|
||||
-- which replaces the row and doesn't execute an UPDATE trigger.
|
||||
CREATE TRIGGER IF NOT EXISTS target_ai AFTER INSERT ON target BEGIN
|
||||
INSERT INTO target_fts(
|
||||
id, type, name, description, address, scope_id, created_time
|
||||
) VALUES (
|
||||
new.id, new.type, new.name, new.description, new.address, new.scope_id, new.created_time
|
||||
);
|
||||
END;
|
||||
|
||||
CREATE TRIGGER IF NOT EXISTS target_ad AFTER DELETE ON target BEGIN
|
||||
INSERT INTO target_fts(target_fts, rowid, id, type, name, description, address, scope_id, created_time)
|
||||
VALUES('delete', old.rowid, old.id, old.type, old.name, old.description, old.address, old.scope_id, old.created_time);
|
||||
END;
|
||||
|
||||
COMMIT;`;
|
||||
|
||||
export const INSERT_STATEMENTS = (resource, items, modelMapping) => {
|
||||
if (resource === 'token') {
|
||||
return `REPLACE INTO token (id, token) VALUES ${items.map(() => '(?, ?)').join(', ')};`;
|
||||
}
|
||||
|
||||
if (!modelMapping?.[resource]) {
|
||||
throw new Error(`modelMapping is required for ${resource} insertions.`);
|
||||
}
|
||||
|
||||
const columns = Object.keys(modelMapping[resource]);
|
||||
// Extra column for the data column
|
||||
const numColumns = Array(columns.length + 1);
|
||||
const placeholders = `(${numColumns.fill('?').join(', ')})`;
|
||||
|
||||
return `REPLACE INTO ${resource} (${columns.join(', ')}, data) VALUES ${items.map(() => placeholders).join(', ')};`;
|
||||
};
|
||||
|
||||
export const DELETE_STATEMENT = (resource, ids) =>
|
||||
`DELETE FROM ${resource} WHERE id IN (${ids.map(() => '?').join(',')})`;
|
||||
Reference in new issue
Block a user