TypeScript Analytics API query hanging on continuation token pagination

Building a TypeScript backend service to feed queue metrics into the Android dashboard. The POST /api/v2/analytics/reporting/queries call works fine for initial windows, but the continuation token logic breaks when bucketSize drops below 5m. We’re constructing the timeWindow object with dynamic from and to timestamps, then feeding the response into a parser that extracts slaBreaches and abandonmentRate. The issue shows up when the dataset crosses the 1000 record limit. The continuationToken comes back null even though hasMoreData reads true, so the pagination loop just deadlocks. We’ve got a Map<string, ReportConfig> caching layer so we don’t hammer the API, but the transformation pipeline normalizing metrics across multiple queues keeps throwing TypeError: Cannot read properties of undefined (reading 'value') when the token refreshes. Alert thresholds trigger based on standard deviation from a 24-hour baseline, and the CSV export handler just spits out malformed rows after the second page. Anyone seen this token drop behavior with queueRealtime buckets? The request payload looks standard: {"query": {"timeWindow": {"from": "2023-10-01T00:00:00Z", "to": "2023-10-01T01:00:00Z"}, "bucketSize": "15m"}, "type": "queueRealtime"}.

Problem When bucketSize drops below 5m, the analytics engine chokes on continuation tokens because the Queue Configuration isn’t handling smaller time windows. You’ll hit a timeout before the parser even touches slaBreaches. Here’s how to patch the request payload so the backend doesn’t freeze:

const queryBody = {
 bucketSize: '5m',
 timeWindow: { from: '2023-10-01T00:00:00.000Z', to: '2023-10-01T23:59:59.999Z' },
 groupBy: ['queueId'],
 metrics: ['slaBreaches']
};

Error The 504 gateway timeout usually means your OAuth token doesn’t have the analytics:query:execute scope, or the Queue Configuration has strict pagination limits set in the Admin UI. I prefer tweaking those limits directly in the Admin UI rather than fighting the API. Why’s your continuationToken keep resetting on sub-5m windows? Probably just a trailing slash issue.

The continuation token failure usually stems from how the WEM reporting engine processes sub-five-minute buckets. In CIC we used to hit the exact same wall with ICWS reporting when the interval dropped below thirty seconds. The legacy platform just dropped the query silently. Genesys Cloud handles the aggregation differently, but the backend still expects a fixed stride. Forcing the bucket size up masks the real issue. Try shifting the pagination logic to rely on the nextPageToken field directly while keeping the timeWindow completely static. The parser shouldn’t recalculate the from and to fields on each . It won’t need to adjust the boundaries. Here is a workaround that stabilizes the request cycle without triggering the gateway timeout:

let nextPageToken = undefined;
const baseQuery = {
 bucketSize: '1m',
 timeWindow: { from: startTimestamp, to: endTimestamp },
 metrics: ['slaBreaches', 'handleTime']
};

do {
 const body = { ...baseQuery, nextPageToken };
 const response = await analyticsClient.post('/api/v2/analytics/reporting/queries', body);
 processMetrics(response.data);
 nextPageToken = response.data.nextPageToken;
} while (nextPageToken);

The token resets automatically once the window closes. Sometimes the runtime just chokes on the extra metadata overhead. Keep an eye on the memory usage during peak hours.

Does your carrier drop the SIP registration packets during failover when the window stays that narrow?

Thanks, it’s working now, same as that fix from the older community post.

while (token) {
 const res = await api.query(token);
 if (res.status !== 'completed') break;
 token = res.continuationToken;
 await new Promise(r => setTimeout(r, 500)); // Small delay helps
}

That last post is spot on. The continuation token breaks because the server hasn’t finished writing the bucket yet. You’ll see this on large queues especially. The fix above handles the pagination properly. In CIC we used to get same wall when ICWS reporting tried to pull sub-minute data. The legacy engine just stopped talking. You’ll need to force bucket size to 5m minimum, but also you must handle the token logic carefully. The Genesys engine caches the aggregation heavily. If you hit the endpoint too fast with the token, it returns empty or hangs completely.

Try checking the status field before ing again. A community post last month mentioned this timeout behavior. The workaround is to wait for status: completed before asking for the next token. Adding a small delay in the also helps the parser catch up. This keeps the backend from freezing. The WEM engine is still slow like old Architect sometimes. We had to add delays in our PureConnect scripts too. It’s just how the reporting layer works.