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join.ts
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import { D2, map, innerJoin, distinct, debug, rekey } from '@electric-sql/d2ts'
type Issue = {
id: number
title: string
// description: string
userId: number
}
type User = {
id: number
name: string
}
const issues: Issue[] = [
{
id: 1,
title: 'Fix login bug',
userId: 1,
},
{
id: 2,
title: 'Add dark mode',
userId: 1,
},
{
id: 3,
title: 'Performance optimization',
userId: 1,
},
{
id: 4,
title: 'Mobile responsiveness',
userId: 2,
},
{
id: 5,
title: 'Update dependencies',
userId: 2,
},
{
id: 6,
title: 'Add unit tests',
userId: 2,
},
{
id: 7,
title: 'Fix typos in docs',
userId: 2,
},
{
id: 8,
title: 'Add search feature',
userId: 3,
},
{
id: 9,
title: 'Improve error handling',
userId: 3,
},
{
id: 10,
title: 'Code cleanup',
userId: 3,
},
]
const users: User[] = [
{
id: 1,
name: 'Alice Johnson',
},
{
id: 2,
name: 'Bob Smith',
},
{
id: 3,
name: 'Carol Williams',
},
]
const graph = new D2({
initialFrontier: 0,
})
const inputIssues = graph.newInput<[number, Issue]>()
const inputUsers = graph.newInput<[number, User]>()
// Transform issues into [key, value] pairs for joining
const issuesStream = inputIssues.pipe(
// debug('issues_stream'),
rekey((issue) => issue.userId),
// debug('issues_stream_map')
)
// Transform users into [key, value] pairs for joining
const usersStream = inputUsers.pipe(
// debug('users_stream'),
rekey((user) => user.id),
// debug('users_stream_map')
)
// Join streams and transform to desired output format
const joinedStream = issuesStream.pipe(
innerJoin(usersStream),
// debug('join'),
map(([_key, [issue, user]]) => [
issue.id,
{
id: issue.id,
title: issue.title,
userName: user.name,
},
]),
debug('map', true),
distinct(),
debug('distinct', true),
)
graph.finalize()
for (const issue of issues) {
inputIssues.sendData(1, [[[issue.id, issue], 1]])
}
for (const user of users) {
inputUsers.sendData(1, [[[user.id, user], 1]])
}
inputIssues.sendFrontier(2)
inputUsers.sendFrontier(2)
graph.run()
// Add a new issue
inputIssues.sendData(2, [
[
[
11,
{
id: 11,
title: 'New issue',
userId: 1,
},
],
1,
],
])
inputIssues.sendFrontier(3)
inputUsers.sendFrontier(3)
graph.run()
// Delete an issue
inputIssues.sendData(3, [
[
[
1,
{
id: 1,
title: 'Fix login bug',
userId: 1,
},
],
-1,
],
])
inputIssues.sendFrontier(4)
inputUsers.sendFrontier(4)
graph.run()
// Insert a new user and issue by the same user
inputUsers.sendData(4, [
[
[
4,
{
id: 4,
name: 'Dave Brown',
},
],
1,
],
])
inputIssues.sendData(4, [
[
[
12,
{
id: 12,
title: 'New issue 2',
userId: 4,
},
],
1,
],
])
inputIssues.sendFrontier(5)
inputUsers.sendFrontier(5)
graph.run()
// Delete a user and their issues
inputUsers.sendData(5, [
[
[
4,
{
id: 4,
name: 'Dave Brown',
},
],
-1,
],
])
inputIssues.sendData(5, [
[
[
12,
{
id: 12,
title: 'New issue 2',
userId: 4,
},
],
-1,
],
])
inputIssues.sendFrontier(6)
inputUsers.sendFrontier(6)
graph.run()