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index.ts
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index.ts
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import { VERSION } from "@/src/constants/VERSION";
import { prisma } from "@/src/server/db";
import { Prisma } from "@prisma/client";
import { PostHog } from "posthog-node";
import { v4 as uuidv4 } from "uuid";
// Safe as it is intended to be public
const POSTHOG_API_KEY = "phc_zkMwFajk8ehObUlMth0D7DtPItFnxETi3lmSvyQDrwB";
// Interval between jobs in milliseconds
const JOB_INTERVAL_MINUTES = Prisma.raw("60");
// Timeout for job in minutes, if job is not finished in this time, it will be retried
const JOB_TIMEOUT_MINUTES = Prisma.raw("10");
export async function telemetry() {
try {
// Only run in prod
if (process.env.NODE_ENV !== "production") return;
// Do not run in Lanfuse cloud, separate telemetry is used
if (process.env.NEXT_PUBLIC_LANGFUSE_CLOUD_REGION !== undefined) return;
// Check if telemetry is not disabled
if (process.env.TELEMETRY_ENABLED === "false") return;
// Do not run in CI
if (process.env.CI) return;
// Check via db cron_jobs table if it is time to run job
const job = await jobScheduler();
if (job.shouldRunJob) {
const { jobStartedAt, lastRun, clientId } = job;
// Run telemetry job
await posthogTelemetry({
startTimeframe: lastRun,
endTimeframe: jobStartedAt,
clientId,
});
// Update cron_jobs table
await prisma.cronJobs.update({
where: { name: "telemetry" },
data: { lastRun: jobStartedAt, state: clientId, jobStartedAt: null },
});
}
} catch (error) {
// Catch all errors to be sure telemetry does not break the application
console.error("Telemetry, unexpected error:", error);
}
}
/**
* Checks if a job should be scheduled and returns the necessary information.
* @returns A promise that resolves to an object with the following properties:
* - shouldRunJob: A boolean indicating whether the job should be run.
* - job_started_at: The timestamp when the job was started.
* - last_run: The timestamp of the last run of the job, or null if it has never run.
* - clientId: A unique clienId that identifies the host.
*/
async function jobScheduler(): Promise<
| { shouldRunJob: false }
| {
shouldRunJob: true;
jobStartedAt: Date;
lastRun: Date | null;
clientId: string;
}
> {
// Check if job should run, without a lock to not impact performance
// "not exists" triggers when this is run for the very first time in a container
const checkNoLock = await prisma.$queryRaw<Array<{ status: boolean }>>`
SELECT (
EXISTS (
SELECT 1
FROM cron_jobs
WHERE name = 'telemetry'
AND (last_run IS NULL OR last_run <= (NOW() - INTERVAL '${JOB_INTERVAL_MINUTES} minute'))
AND (job_started_at IS NULL OR job_started_at <= (NOW() - INTERVAL '${JOB_TIMEOUT_MINUTES} minute'))
)
OR NOT EXISTS (
SELECT 1
FROM cron_jobs
WHERE name = 'telemetry'
)
) AS status;`;
// Return if job should not run
if (checkNoLock.length !== 1) {
console.error("Telemetry failed to check if job should run");
return { shouldRunJob: false };
}
if (!checkNoLock[0]!.status) return { shouldRunJob: false };
// Lock table and update job_started_at if no other job was created in the meantime
const res = await prisma.$transaction([
prisma.$executeRaw`LOCK TABLE cron_jobs IN SHARE ROW EXCLUSIVE MODE`,
prisma.$queryRaw<
Array<{
name: string;
last_run: Date | null;
job_started_at: Date | null;
state: string | null;
}>
>`INSERT INTO cron_jobs (name, last_run, job_started_at, state)
VALUES ('telemetry', NULL, CURRENT_TIMESTAMP, NULL)
ON CONFLICT (name)
DO UPDATE
SET job_started_at = CASE
WHEN (cron_jobs.last_run IS NULL OR cron_jobs.last_run <= (NOW() - INTERVAL '${JOB_INTERVAL_MINUTES} minutes'))
AND (cron_jobs.job_started_at IS NULL OR cron_jobs.job_started_at <= (NOW() - INTERVAL '${JOB_TIMEOUT_MINUTES} minutes'))
THEN CURRENT_TIMESTAMP
ELSE cron_jobs.job_started_at
END
WHERE cron_jobs.name = 'telemetry'
AND (cron_jobs.last_run IS NULL OR cron_jobs.last_run <= (NOW() - INTERVAL '${JOB_INTERVAL_MINUTES} minutes'))
AND (cron_jobs.job_started_at IS NULL OR cron_jobs.job_started_at <= (NOW() - INTERVAL '${JOB_TIMEOUT_MINUTES} minutes'))
RETURNING *`,
]);
const createJobLocked = res[1];
// Other job was created in the meantime
if (createJobLocked.length !== 1) {
console.error("Telemetry job is locked");
return { shouldRunJob: false };
}
const jobStartedAt = createJobLocked[0]?.job_started_at ?? null;
// should not happen
if (!jobStartedAt) {
console.error("Telemetry failed to create job_started_at");
return { shouldRunJob: false };
}
// set vars
const lastRun = createJobLocked[0]?.last_run ?? null;
const clientId = createJobLocked[0]?.state ?? uuidv4();
return { shouldRunJob: true, jobStartedAt, lastRun, clientId };
}
async function posthogTelemetry({
startTimeframe,
endTimeframe,
clientId,
}: {
startTimeframe: Date | null;
endTimeframe: Date;
clientId: string;
}) {
try {
const posthog = new PostHog(POSTHOG_API_KEY, {
host: "https://eu.posthog.com",
});
if (process.env.NODE_ENV === "development") posthog.debug();
// Count projects
const totalProjects = await prisma.project.count();
// Count traces
const countTraces = await prisma.trace.count({
where: {
timestamp: {
gte: startTimeframe?.toISOString(),
lt: endTimeframe.toISOString(),
},
},
});
// Count scores
const countScores = await prisma.score.count({
where: {
timestamp: {
gte: startTimeframe?.toISOString(),
lt: endTimeframe.toISOString(),
},
},
});
// Count observations
const countObservations = await prisma.observation.count({
where: {
startTime: {
gte: startTimeframe?.toISOString(),
lt: endTimeframe.toISOString(),
},
},
});
// Count datasets
const countDatasets = await prisma.dataset.count({
where: {
createdAt: {
gte: startTimeframe?.toISOString(),
lt: endTimeframe.toISOString(),
},
},
});
// Count dataset items
const countDatasetItems = await prisma.datasetItem.count({
where: {
createdAt: {
gte: startTimeframe?.toISOString(),
lt: endTimeframe.toISOString(),
},
},
});
// Count dataset runs
const countDatasetRuns = await prisma.datasetRuns.count({
where: {
createdAt: {
gte: startTimeframe?.toISOString(),
lt: endTimeframe.toISOString(),
},
},
});
// Count dataset run items
const countDatasetRunItems = await prisma.datasetRunItems.count({
where: {
createdAt: {
gte: startTimeframe?.toISOString(),
lt: endTimeframe.toISOString(),
},
},
});
// Domains (no PII)
const domains = await prisma.$queryRaw<Array<{ domain: string }>>`
SELECT
substring(email FROM position('@' in email) + 1) as domain,
count(id)::int as "userCount"
FROM users
WHERE email ILIKE '%@%'
GROUP BY 1
ORDER BY count(id) desc
LIMIT 30
`;
posthog.identify({
distinctId: "docker:" + clientId,
properties: {
environment: process.env.NODE_ENV,
userDomains: domains,
docker: true,
langfuseVersion: VERSION,
},
});
posthog.capture({
distinctId: "docker:" + clientId,
event: "telemetry",
properties: {
langfuseVersion: VERSION,
totalProjects: totalProjects,
traces: countTraces,
scores: countScores,
observations: countObservations,
datasets: countDatasets,
datasetItems: countDatasetItems,
datasetRuns: countDatasetRuns,
datasetRunItems: countDatasetRunItems,
startTimeframe: startTimeframe?.toISOString(),
endTimeframe: endTimeframe.toISOString(),
},
});
await posthog.shutdownAsync();
} catch (error) {
console.error(error);
}
}