Finish most of the preprocess #2
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ZechangSun
reviewed
Feb 23, 2023
preprocess.py
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| @@ -16,7 +16,13 @@ | |||
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| def overlap(sightline, data:DesiMock, id): | |||
| ''' | |||
| here sightline = data.get_sightline(id=id) | |||
| Deal with the overlapping area between different cameras so that the result will not contain the overlaps. | |||
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- please move
get_split_pointandget_betweenoutside theoverlapfunction - documents are required for
get_split_pointandget_betweenfunction - have you ever visually tested for a large number of mock spectra that using the average points to split the two camera is correct, i.e., no wired features?
ZechangSun
reviewed
Feb 23, 2023
preprocess.py
Outdated
| @@ -101,9 +107,18 @@ def get_between(array, max, min, maxif=False, minif=False): | |||
| # plt.plot(wavs_new[zero_point:], sigmadown[zero_point:]) | |||
| # plt.axvline(LyALPHA*(1+sightline.z_qso), linestyle='--') | |||
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| def clip(sightline, unit_default=100, slope=2e-3, plot=False): | |||
| def clip(sightline, unit_default=100, slope=2e-3, ratio=0.5, plot=False): | |||
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Also, I don't think it's necessary to add line_fit as a inner function
ZechangSun
reviewed
Feb 23, 2023
Move some assisting function outside and write them docs.
delete the parameter "plot" and the redundant function "line_fit"
pack them into a json file
From np.log to np.log10
Make it more flexible.
Bug: ignore the last element of the original array
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Including dealing with overlap areas, sigmacliping and rebinning to the same restframe
Also convert the catalog.ipynb to .py