aoquality
aoquality reads and analyses the Measurement Set quality statistics
produced by AOFlagger, aoquality, or
DP3.
It provides a small Python API over the three AOQuality table types (baseline,
frequency, and time statistics) — reading a single Measurement Set or combining
many — and a command-line tool, aostats, for diagnostic plots and outlier
detection across many observations.
Documentation: https://pyaoquality.readthedocs.io
Installation
pip install aoquality
Requires Python ≥ 3.8.
Quick start
Python API:
import aoquality
bl = aoquality.BaselineStat('obs.MS')
ant_names, ant_stats = bl.get_antenna_stat('SNR') # (n_ant,), (n_ant, n_pol)
Command line:
aostats plot obs.MS SNR -o stat_snr # single-MS diagnostic plots
aostats plot-grid obs1/ obs2/ obs3/ SNR # multi-observation grids
aostats find-bad-stations *.qs SNR -o bad.json # flag outlier antennas
See the documentation for the full Python
API, usage guide, and aostats command-line reference.
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