rubin-sampling

ZTF-linked time-series records

Baseline snapshot 2026-03-09

Public survey light curves aligned with Gaia DR3 truth sets, standardized into project schema, and evaluated for period recovery.

Lane notes

Current working snapshot

Rubin Sampling defines the transformation layer: truth sets, live ingest, schema standardization, parquet artifacts, and baseline evaluation all stay visible as separate products.

Rubin Sampling phase-folded RR Lyrae figure with g and r photometry at a recovered period.

Mirrored proof artifact

Open proof figure

This figure is served from Astrolyte's own public assets so the dataset proof stays accessible even when GitHub file preview or raw delivery is unstable.

Why this artifact

Phase-folded recovery sample

A recovered RR Lyrae example from the baseline bundle, showing standardized g/r photometry folded at the detected period after live ingest and schema normalization.

rawparquetprocessedvalidated

Reference figure path

results/rrlyrae_baseline/figures/phase_folded_266803230989853952.png

Validation readout

  • Selected because it proves the pipeline reaches an interpretable folded solution, not just a result row in parquet.
  • This artifact sits behind the published 24/30 recovery snapshot and makes the recovered periodic structure visible.

Operational notes

Workflow, outputs, and validation

These notes are served directly from Astrolyte so each lane keeps a stable, browsable checkpoint page independent of upstream GitHub rendering glitches.

Outputs

  • Gaia truth tables
  • raw light-curve parquet
  • standardized baseline batch
  • ingest summary
  • period results
  • evaluation tables
  • figure bundles

Workflow

  • Gaia truth download
  • live ZTF ingest
  • schema standardization
  • coverage filtering
  • period search
  • baseline evaluation

Validation notes

  • Failure modes such as P/2 and 2P aliasing are surfaced as part of evaluation, not hidden away.
  • The lane keeps truth, ingest, standardized, and evaluation artifacts separate but connected.
  • Baseline metrics are grounded in a real 30-object snapshot rather than placeholder sample data.