How does the WFM scheduling engine actually process overlapping shift assignments when pushed via the REST API?
The /api/v2/wfm/scheduling/schedules/{scheduleId}/assignments endpoint keeps throwing a 409 Conflict on bulk pushes. Payload hits the gateway fine, but it’s rejecting anything past the 42nd record. Response body just dumps {"errorId": "schedule_conflict_overlap", "message": "Assignment overlaps with existing entry"}. Checked the console. No overlapping shifts exist in the UI. The timezone handling looks wonky too. Tokyo offset (+09:00) seems to shift the UTC conversion by exactly 45 minutes on the server side. It’s messing with the availability windows.
Environment details:
Genesys Cloud release: 2024-08-19
API version: v2
Auth: JWT with wfm:schedule:write scope
Payload format: JSON array, 50 records
Deployment: BYOC trunk routing, standard WFM tenant
Tried chunking the requests to 20 records per call. Works until the third batch. Then it locks the schedule for 12 minutes. Added a screenshot of the header timing mismatch in the network tab. The workaround right now is a sleep timer between batches plus a manual refresh on the schedule resource. It’s not exactly production ready.
Logs show the scheduler recalculating availability windows mid-request. Memory spikes on the worker node. The assignment state flips to PENDING then drops to ERROR without a retry hook. Doing jack all on the retry side. Just dumping the failed batch to S3 for manual reprocessing. Queue depth is climbing because the fallback script keeps timing out on the second pass.
The sorting suggestion above works for time checks, but crash at record 42 usually a UUID collision inside the batch processor. Engine generate temporary internal IDs when payload lack explicit assignmentId fields. After about 40 items, hash collision rate spike and transaction abort. This is a known quirk in the WFM flow architecture.
Fix the payload structure before sending. Every object need unique identifier. The engine strict about this.
Missing the ID causes silent failures until the buffer fills up.
Also check timezone handling. API expect UTC. If client send local time without ‘Z’ suffix, overlap detection logic get confused during validation phase. This cause false positives on conflict check. The data flow into the scheduler assume ISO 8601 strict format. Any deviation trigger the 409 response before the write happens.
The 42nd record is the magic number for the default batch size in older SDK versions. Newer versions handle this better, but the REST call still hit this limit if you don’t control the ID generation. It’s a weird edge case that trip up many integrations.
Validation module run pre-check pass. If array order wrong, it fail fast. If IDs missing, it fail late. Both look like 409 errors. Add the IDs. Run the sort. Check the logs again.