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scheduler logs quite noisy #2103

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@milenkovicm

there are few new logs on scheduler which i would argue could be debug:

2026-07-20T14:49:38.237073Z  INFO tokio-rt-worker ThreadId(14) ballista_scheduler::cluster: DIAG stage_has_input_collapse: root=ShuffleWriterExec root_partitions=32 → false
2026-07-20T14:49:38.237074Z  INFO tokio-rt-worker ThreadId(14) ballista_scheduler::cluster: DIAG bind_one: job=pVyZiWX stage=6 exec=3963a325-7c89-4838-941d-4cd07e43d282 vcores=2 max=1 slice_len=1 consumed=1 partitions=[26] collapse=false
2026-07-20T14:49:38.237076Z  INFO tokio-rt-worker ThreadId(14) ballista_scheduler::cluster: DIAG stage_has_input_collapse: root=ShuffleWriterExec root_partitions=32 → false
2026-07-20T14:49:38.237077Z  INFO tokio-rt-worker ThreadId(14) ballista_scheduler::cluster: DIAG bind_one: job=pVyZiWX stage=6 exec=3963a325-7c89-4838-941d-4cd07e43d282 vcores=1 max=1 slice_len=1 consumed=1 partitions=[27] collapse=false

i believe they are introduced with #2038

if you agree @avantgardnerio they should be changed to debug and removed DIAG prefix

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