363def plotApCorr(bbox, xx, yy, zzMeasure, field, title, doPause):
364 """Plot aperture correction fit residuals
365
366 There are two subplots: residuals against x and y.
367
368 Intended for debugging.
369
370 Parameters
371 ----------
372 bbox : `lsst.geom.Box2I`
373 Bounding box (for bounds)
374 xx, yy : `numpy.ndarray`, (N)
375 x and y coordinates
376 zzMeasure : `float`
377 Measured value of the aperture correction
378 field : `lsst.afw.math.ChebyshevBoundedField`
379 Fit aperture correction field
380 title : 'str'
381 Title for plot
382 doPause : `bool`
383 Pause to inspect the residuals plot? If
384 False, there will be a 4 second delay to
385 allow for inspection of the plot before
386 closing it and moving on.
387 """
388 import matplotlib.pyplot as plt
389
390 zzFit = field.evaluate(xx, yy)
391 residuals = zzMeasure - zzFit
392
393 fig, axes = plt.subplots(2, 1)
394
395 axes[0].scatter(xx, residuals, s=3, marker='o', lw=0, alpha=0.7)
396 axes[1].scatter(yy, residuals, s=3, marker='o', lw=0, alpha=0.7)
397 for ax in axes:
398 ax.set_ylabel("ApCorr Fit Residual")
399 ax.set_ylim(0.9*residuals.min(), 1.1*residuals.max())
400 axes[0].set_xlabel("x")
401 axes[0].set_xlim(bbox.getMinX(), bbox.getMaxX())
402 axes[1].set_xlabel("y")
403 axes[1].set_xlim(bbox.getMinY(), bbox.getMaxY())
404 plt.suptitle(title)
405
406 if not doPause:
407 try:
408 plt.pause(4)
409 plt.close()
410 except Exception:
411 print("%s: plt.pause() failed. Please close plots when done." % __name__)
412 plt.show()
413 else:
414 print("%s: Please close plots when done." % __name__)
415 plt.show()