added pipeline module

csst/msc/pipeline.py

+
+# def do_one_exposure():
+
+# node name
+HOST = "tulip"
+# working directory
+DIR_WORKING = ""
+# gaia catalog directory (for position calibration)
+DIR_GAIA_CATALOG = ""
+
+
+# raw images
+fp_list = ["MSC_MS_210527171000_100000279_6_raw.fits",
+           "MSC_MS_210527171000_100000279_7_raw.fits",
+           "MSC_MS_210527171000_100000279_8_raw.fits",
+           "MSC_MS_210527171000_100000279_9_raw.fits",
+           "MSC_MS_210527171000_100000279_10_raw.fits",
+           "MSC_MS_210527171000_100000279_11_raw.fits",
+           "MSC_MS_210527171000_100000279_12_raw.fits",
+           "MSC_MS_210527171000_100000279_13_raw.fits",
+           "MSC_MS_210527171000_100000279_14_raw.fits",
+           "MSC_MS_210527171000_100000279_15_raw.fits",
+           "MSC_MS_210527171000_100000279_16_raw.fits",
+           "MSC_MS_210527171000_100000279_17_raw.fits",
+           "MSC_MS_210527171000_100000279_18_raw.fits",
+           "MSC_MS_210527171000_100000279_19_raw.fits",
+           "MSC_MS_210527171000_100000279_20_raw.fits",
+           "MSC_MS_210527171000_100000279_21_raw.fits",
+           "MSC_MS_210527171000_100000279_22_raw.fits",
+           "MSC_MS_210527171000_100000279_23_raw.fits",
+           "MSC_MS_210527171000_100000279_24_raw.fits",
+           "MSC_MS_210527171000_100000279_25_raw.fits",
+           ]
+
+from csst.msc.data import CsstMscImgData
+from csst.msc.instrument import CsstMscInstrumentProc
+from astropy.io import fits
+
+# get aux data
+bs = fits.getdata("/data/ref/MSC_CLB_210525190000_100000014_13_combine.fits")
+dk = fits.getdata("/data/ref/MSC_CLD_210525192000_100000014_13_combine.fits")
+ft = fits.getdata("/data/ref/MSC_CLF_210525191000_100000014_13_combine.fits")
+
+fp_img_list = []
+fp_flg_list = []
+fp_wht_list = []
+data_list = []
+
+for fp in fp_list:
+    # read image data
+    data = CsstMscImgData.read(fp)
+
+    # set aux data
+    data.set_bias(bs)
+    data.set_dark(dk)
+    data.set_flat(ft)
+
+    # initialize Instrument Processor
+    instProc = CsstMscInstrumentProc()
+    instProc.prepare()
+    instProc.run(data)
+    instProc.cleanup()
+
+    # output filepath
+    fp_img = fp.replace("raw.fits", "img.fits")
+    fp_flg = fp.replace("raw.fits", "flg.fits")
+    fp_wht = fp.replace("raw.fits", "wht.fits")
+
+    # save l1 data
+    data.save_l1data('sci', fp_img)
+    data.save_l1data('flag', fp_flg)
+    data.save_l1data('weight', fp_wht)
+
+    # store in a list for position calibration
+    fp_img_list.append(fp_img)
+    fp_flg_list.append(fp_flg)
+    fp_wht_list.append(fp_wht)
+
+    data_list.append(data)
+
+
+# position calibration
+from csst.msc.astrometry import CsstProcMscPositionCalibration
+pcProc = CsstProcMscPositionCalibration()
+pcProc.prepare(search_radius=2.,)
+pcProc.run(data_list)
+pcProc.cleanup()
+
+
+