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2 changes: 2 additions & 0 deletions 2 apps/webapp/app/env.server.ts
Original file line number Diff line number Diff line change
Expand Up @@ -232,6 +232,8 @@ const EnvironmentSchema = z.object({
MARQS_CONCURRENCY_LIMIT_BIAS: z.coerce.number().default(0.75),
MARQS_AVAILABLE_CAPACITY_BIAS: z.coerce.number().default(0.3),
MARQS_QUEUE_AGE_RANDOMIZATION_BIAS: z.coerce.number().default(0.25),
MARQS_REUSE_SNAPSHOT_COUNT: z.coerce.number().int().default(0),
MARQS_MAXIMUM_ORG_COUNT: z.coerce.number().int().optional(),

PROD_TASK_HEARTBEAT_INTERVAL_MS: z.coerce.number().int().optional(),

Expand Down
120 changes: 111 additions & 9 deletions 120 apps/webapp/app/v3/marqs/fairDequeuingStrategy.server.ts
Original file line number Diff line number Diff line change
Expand Up @@ -44,6 +44,8 @@ export type FairDequeuingStrategyOptions = {
* If not provided, no biasing will be applied (completely random shuffling)
*/
biases?: FairDequeuingStrategyBiases;
reuseSnapshotCount?: number;
maximumOrgCount?: number;
};

type FairQueueConcurrency = {
Expand Down Expand Up @@ -90,6 +92,10 @@ export class FairDequeuingStrategy implements MarQSFairDequeueStrategy {
}>;

private _rng: seedrandom.PRNG;
private _reusedSnapshotForConsumer: Map<
string,
{ snapshot: FairQueueSnapshot; reuseCount: number }
> = new Map();

constructor(private options: FairDequeuingStrategyOptions) {
const ctx = new DefaultStatefulContext();
Expand Down Expand Up @@ -310,16 +316,53 @@ export class FairDequeuingStrategy implements MarQSFairDequeueStrategy {
span.setAttribute("consumer_id", consumerId);
span.setAttribute("parent_queue", parentQueue);

if (
typeof this.options.reuseSnapshotCount === "number" &&
this.options.reuseSnapshotCount > 0
) {
const key = `${parentQueue}:${consumerId}`;
const reusedSnapshot = this._reusedSnapshotForConsumer.get(key);

if (reusedSnapshot) {
if (reusedSnapshot.reuseCount < this.options.reuseSnapshotCount) {
span.setAttribute("reused_snapshot", true);

this._reusedSnapshotForConsumer.set(key, {
snapshot: reusedSnapshot.snapshot,
reuseCount: reusedSnapshot.reuseCount + 1,
});

return reusedSnapshot.snapshot;
} else {
this._reusedSnapshotForConsumer.delete(key);
}
}
}

span.setAttribute("reused_snapshot", false);

const now = Date.now();

const queues = await this.#allChildQueuesByScore(parentQueue, consumerId, now);
let queues = await this.#allChildQueuesByScore(parentQueue, consumerId, now);

span.setAttribute("parent_queue_count", queues.length);

if (queues.length === 0) {
return emptyFairQueueSnapshot;
}

// Apply org selection if maximumOrgCount is specified
let selectedOrgIds: Set<string>;
if (this.options.maximumOrgCount && this.options.maximumOrgCount > 0) {
selectedOrgIds = this.#selectTopOrgs(queues, this.options.maximumOrgCount);
// Filter queues to only include selected orgs
queues = queues.filter((queue) => selectedOrgIds.has(queue.org));

span.setAttribute("selected_org_count", selectedOrgIds.size);
}

span.setAttribute("selected_queue_count", queues.length);

const orgIds = new Set<string>();
const envIds = new Set<string>();
const envIdToOrgId = new Map<string, string>();
Expand All @@ -341,10 +384,6 @@ export class FairDequeuingStrategy implements MarQSFairDequeueStrategy {
(org) => org.concurrency.current >= org.concurrency.limit
);

span.setAttributes({
...flattenAttributes(orgsAtFullConcurrency, "orgs_at_full_concurrency"),
});

const orgIdsAtFullConcurrency = new Set(orgsAtFullConcurrency.map((org) => org.id));

const orgsSnapshot = orgs.reduce((acc, org) => {
Expand All @@ -355,6 +394,12 @@ export class FairDequeuingStrategy implements MarQSFairDequeueStrategy {
return acc;
}, {} as Record<string, { concurrency: FairQueueConcurrency }>);

span.setAttributes({
org_count: orgs.length,
orgs_at_full_concurrency_count: orgsAtFullConcurrency.length,
orgs_snapshot_count: Object.keys(orgsSnapshot).length,
});

if (Object.keys(orgsSnapshot).length === 0) {
return emptyFairQueueSnapshot;
}
Expand All @@ -376,10 +421,6 @@ export class FairDequeuingStrategy implements MarQSFairDequeueStrategy {
(env) => env.concurrency.current >= env.concurrency.limit
);

span.setAttributes({
...flattenAttributes(envsAtFullConcurrency, "envs_at_full_concurrency"),
});

const envIdsAtFullConcurrency = new Set(envsAtFullConcurrency.map((env) => env.id));

const envsSnapshot = envs.reduce((acc, env) => {
Expand All @@ -390,6 +431,11 @@ export class FairDequeuingStrategy implements MarQSFairDequeueStrategy {
return acc;
}, {} as Record<string, { concurrency: FairQueueConcurrency }>);

span.setAttributes({
env_count: envs.length,
envs_at_full_concurrency_count: envsAtFullConcurrency.length,
});

const queuesSnapshot = queues.filter(
(queue) =>
!orgIdsAtFullConcurrency.has(queue.org) && !envIdsAtFullConcurrency.has(queue.env)
Expand All @@ -402,10 +448,66 @@ export class FairDequeuingStrategy implements MarQSFairDequeueStrategy {
queues: queuesSnapshot,
};

if (
typeof this.options.reuseSnapshotCount === "number" &&
this.options.reuseSnapshotCount > 0
) {
this._reusedSnapshotForConsumer.set(`${parentQueue}:${consumerId}`, {
snapshot,
reuseCount: 0,
});
}

return snapshot;
});
}

#selectTopOrgs(queues: FairQueue[], maximumOrgCount: number): Set<string> {
// Group queues by org
const queuesByOrg = queues.reduce((acc, queue) => {
if (!acc[queue.org]) {
acc[queue.org] = [];
}
acc[queue.org].push(queue);
return acc;
}, {} as Record<string, FairQueue[]>);

// Calculate average age for each org
const orgAverageAges = Object.entries(queuesByOrg).map(([orgId, orgQueues]) => {
const averageAge = orgQueues.reduce((sum, q) => sum + q.age, 0) / orgQueues.length;
return { orgId, averageAge };
});

// Perform weighted shuffle based on average ages
const maxAge = Math.max(...orgAverageAges.map((o) => o.averageAge));
const weightedOrgs = orgAverageAges.map((org) => ({
orgId: org.orgId,
weight: org.averageAge / maxAge, // Normalize weights
}));

// Select top N orgs using weighted shuffle
const selectedOrgs = new Set<string>();
let remainingOrgs = [...weightedOrgs];
let totalWeight = remainingOrgs.reduce((sum, org) => sum + org.weight, 0);

while (selectedOrgs.size < maximumOrgCount && remainingOrgs.length > 0) {
let random = this._rng() * totalWeight;
let index = 0;

while (random > 0 && index < remainingOrgs.length) {
random -= remainingOrgs[index].weight;
index++;
}
index = Math.max(0, index - 1);

selectedOrgs.add(remainingOrgs[index].orgId);
totalWeight -= remainingOrgs[index].weight;
remainingOrgs.splice(index, 1);
}

return selectedOrgs;
}
Comment thread
ericallam marked this conversation as resolved.

async #getOrgConcurrency(orgId: string): Promise<FairQueueConcurrency> {
return await startSpan(this.options.tracer, "getOrgConcurrency", async (span) => {
span.setAttribute("org_id", orgId);
Expand Down
2 changes: 2 additions & 0 deletions 2 apps/webapp/app/v3/marqs/index.server.ts
Original file line number Diff line number Diff line change
Expand Up @@ -1625,6 +1625,8 @@ function getMarQSClient() {
availableCapacityBias: env.MARQS_AVAILABLE_CAPACITY_BIAS,
queueAgeRandomization: env.MARQS_QUEUE_AGE_RANDOMIZATION_BIAS,
},
reuseSnapshotCount: env.MARQS_REUSE_SNAPSHOT_COUNT,
maximumOrgCount: env.MARQS_MAXIMUM_ORG_COUNT,
}),
envQueuePriorityStrategy: new FairDequeuingStrategy({
tracer: tracer,
Expand Down
9 changes: 0 additions & 9 deletions 9 apps/webapp/app/v3/marqs/sharedQueueConsumer.server.ts
Original file line number Diff line number Diff line change
Expand Up @@ -1122,15 +1122,6 @@ export class SharedQueueConsumer {
"emitResumeAfterDependencyWithAck",
async (span) => {
try {
const sockets = await this.#startActiveSpan("getCoordinatorSockets", async (span) => {
const sockets = await socketIo.coordinatorNamespace.fetchSockets();

span.setAttribute("socket_count", sockets.length);

return sockets;
});

span.setAttribute("socket_count", sockets.length);
span.setAttribute("attempt_id", resumableAttempt.id);
span.setAttribute(
"timeout_in_ms",
Expand Down
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