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Dev Null
d3v-null
Building GPU-accelerated data processing pipelines that run on supercomputers to process data from radio telescopes like SKA and its precursors
Fixing the Fornax A sky model for MWA EoR1 calibration: model, images, and how to reproduce them
Fixing the Fornax A sky model for MWA EoR1 calibration
The Fornax A entry in srclist_pumav3_EoR0LoBES_EoR1pietro_CenA-GP_2023-11-07 over-predicts
visibility amplitude on the baselines MWA calibration uses. Fornax A carries about 46% of the
di-calibrate weight at --uvw-min 30l, so that error sets the flux scale for the whole field.
Multiplying the seven Fornax A components by about 0.8 and changing nothing else:
Rapthor on MWA data at Pawsey Setonix with the rapthor-mwa Singularity image (ghcr.io/d3v-null/rapthor-mwa), incl. a guide to choosing rapthor settings for MWA
Rapthor on MWA data at Pawsey Setonix with the rapthor-mwa container
ghcr.io/d3v-null/rapthor-mwa is a lean (no Jupyter/conda) Spack build of the
LOFAR Rapthor direction-dependent
calibration and imaging pipeline with MWA support compiled in:
component
version
MWA notes
rapthor
2.1.20260630 (py-rapthor +mwa)
patched: DP3/WSClean pointed at the MWA beam, facet-beam options dropped, flagged-tile and solar-model robustness fixes (list below)
MWA EoR1: the sky-model error limiting foreground subtraction is Fornax A, not the field catalogue
MWA EoR1: the sky-model error limiting foreground subtraction is Fornax A, not the field catalogue
An investigation into why hyperdrive peel leaves a large coherent residual on MWA EoR1 data,
and what actually fixes it. Short version: the field catalogue is fine, GLEAM-X DR2 confirms it,
hyperdrive's shapelet code is correct, and the Fornax A model over-predicts visibility amplitude
on the baselines MWA calibration uses by about 29%. Rescaling it cuts the coherent residual by a
quarter in amplitude, which is 44% in power.
Found 2026-08-21 while validating the SWF-22 Rapthor Marimo demo
(swf22_rapthor_broker_demo.py) against pilot_resource=slurm on a
long-lived dev cluster (deploy-ubuntu, ~9 days uptime at the time). None of
these are specific to that notebook — they block any job requesting
pilot_resource=slurm on an affected cluster. SWF-22's default was changed to
kubernetes to work around this; see its lib module for the pointer back
here.
Switching the SRCNet SWF-21/SWF-22 demos over to Oracle OKE - data-locality placement, control plane, images, and the traps (2026-08-27)
Switching the SRCNet demos over to Oracle OKE
About this gist. Gists are flat, so the companion files below are
prefixed (script-, manifest-, benchmon-) copies of the repository tree
at docs/oke-demo/{scripts,manifests,benchmon}/ on the
oke-demo-2026-08-27 branch of ska-src-api-deployment-stack. A path
written as docs/oke-demo/scripts/remove-site1-ms.sh below is
script-remove-site1-ms.sh here.
OKE PoC — payload delivery across a network boundary
Federating a second HTCondor pilot pool — Kueue + job-gateway on Oracle's
managed OKE — with a schedd/collector that lives somewhere else entirely.
Status (2026-08-14): working end to end. A job submitted on the VM is
matched to a pilot running in OKE, its sandbox is transferred across the
boundary, the payload executes on an Oracle Linux node, and stdout comes back:
A client POSTs a job to the Computing Broker, which authorizes via PAPI, exchanges tokens via AAPI, and intersects SCAPI (site capability) with DMAPI (data location) into a candidate set of sites — it never picks the final site itself. The broker submits exactly one run leader (a condor-native local-universe job — this replaced the old Toil/WES stack entirely) to the central HTCondor pool. The run leader fans the job out as a vanilla-universe payload cluster. Independently, each site's Job Gateway is a pure pilot factory: it spawns pilot pods (Kubernetes, Kueue-gated) or Slurm jobs (via slurmrestd + Apptainer) sized to idle demand. When a pilot joins the pool, HTCondor's negotiator matches it to an idle task — this match, not the broker or the gateway, is what decides where a job actually runs ("late binding"). The pilot then runs the payload u