|
| 1 | +import numpy as np |
| 2 | +import stdatamodels.jwst.datamodels as dm |
| 3 | +from photutils.datasets import make_gwcs |
| 4 | + |
| 5 | + |
| 6 | +def make_nircam_model(): |
| 7 | + """ |
| 8 | + Create a NIRCam ImageModel with synthetic data for testing. |
| 9 | +
|
| 10 | + Returns |
| 11 | + ------- |
| 12 | + model : dm.ImageModel |
| 13 | + NIRCam image model with data, error, and weight arrays. |
| 14 | + """ |
| 15 | + rng = np.random.default_rng(seed=123) |
| 16 | + data = rng.normal(0, 0.5, size=(101, 101)) |
| 17 | + data[20:80, 10:20] = 1.4 |
| 18 | + data[20:30, 20:45] = 1.4 |
| 19 | + data[20:80, 55:65] = 7.2 |
| 20 | + data[70:80, 65:87] = 7.2 |
| 21 | + data[45:55, 65:87] = 7.2 |
| 22 | + data[20:30, 65:87] = 7.2 |
| 23 | + data[55:75, 82:92] = 7.2 |
| 24 | + data[25:45, 82:92] = 7.2 |
| 25 | + |
| 26 | + wht = np.ones(data.shape) |
| 27 | + wht[0:10, :] = 0.0 |
| 28 | + err = np.abs(data) / 10.0 |
| 29 | + model = dm.ImageModel(data, wht=wht, err=err) |
| 30 | + model.meta.bunit_data = "MJy/sr" |
| 31 | + model.meta.bunit_err = "MJy/sr" |
| 32 | + model.meta.photometry.pixelarea_steradians = 1.0e-13 |
| 33 | + model.meta.wcs = make_gwcs(data.shape) |
| 34 | + model.meta.wcsinfo = { |
| 35 | + "ctype1": "RA---TAN", |
| 36 | + "ctype2": "DEC--TAN", |
| 37 | + "dec_ref": 11.99875540218638, |
| 38 | + "ra_ref": 22.02351763251896, |
| 39 | + "roll_ref": 0.005076934167039675, |
| 40 | + "v2_ref": 86.039011, |
| 41 | + "v3_ref": -493.385704, |
| 42 | + "v3yangle": -0.07385127, |
| 43 | + "vparity": -1, |
| 44 | + "wcsaxes": 2, |
| 45 | + "crpix1": 50, |
| 46 | + "crpix2": 50, |
| 47 | + } |
| 48 | + model.meta.instrument = { |
| 49 | + "channel": "LONG", |
| 50 | + "detector": "NRCALONG", |
| 51 | + "filter": "F444W", |
| 52 | + "lamp_mode": "NONE", |
| 53 | + "module": "A", |
| 54 | + "name": "NIRCAM", |
| 55 | + "pupil": "CLEAR", |
| 56 | + } |
| 57 | + model.meta.exposure.type = "NRC_IMAGE" |
| 58 | + model.meta.observation.date = "2021-01-01" |
| 59 | + model.meta.observation.time = "00:00:00" |
| 60 | + |
| 61 | + return model |
| 62 | + |
| 63 | + |
| 64 | +def make_nircam_model_without_apcorr(): |
| 65 | + """ |
| 66 | + Create a NIRCam ImageModel without aperture correction. |
| 67 | +
|
| 68 | + Returns |
| 69 | + ------- |
| 70 | + model : dm.ImageModel |
| 71 | + NIRCam image model with data, error, and weight arrays. |
| 72 | + """ |
| 73 | + rng = np.random.default_rng(seed=123) |
| 74 | + data = rng.normal(0, 0.5, size=(101, 101)) |
| 75 | + data[20:80, 10:20] = 1.4 |
| 76 | + data[20:30, 20:45] = 1.4 |
| 77 | + data[20:80, 55:65] = 7.2 |
| 78 | + data[70:80, 65:87] = 7.2 |
| 79 | + data[45:55, 65:87] = 7.2 |
| 80 | + data[20:30, 65:87] = 7.2 |
| 81 | + data[55:75, 82:92] = 7.2 |
| 82 | + data[25:45, 82:92] = 7.2 |
| 83 | + |
| 84 | + wht = np.ones(data.shape) |
| 85 | + wht[0:10, :] = 0.0 |
| 86 | + err = np.abs(data) / 10.0 |
| 87 | + model = dm.ImageModel(data, wht=wht, err=err) |
| 88 | + model.meta.bunit_data = "MJy/sr" |
| 89 | + model.meta.bunit_err = "MJy/sr" |
| 90 | + model.meta.photometry.pixelarea_steradians = 1.0e-13 |
| 91 | + model.meta.wcs = make_gwcs(data.shape) |
| 92 | + model.meta.wcsinfo = { |
| 93 | + "ctype1": "RA---TAN", |
| 94 | + "ctype2": "DEC--TAN", |
| 95 | + "dec_ref": 11.99875540218638, |
| 96 | + "ra_ref": 22.02351763251896, |
| 97 | + "roll_ref": 0.005076934167039675, |
| 98 | + "v2_ref": 86.039011, |
| 99 | + "v3_ref": -493.385704, |
| 100 | + "v3yangle": -0.07385127, |
| 101 | + "vparity": -1, |
| 102 | + "wcsaxes": 2, |
| 103 | + "crpix1": 50, |
| 104 | + "crpix2": 50, |
| 105 | + } |
| 106 | + model.meta.instrument = { |
| 107 | + "channel": "LONG", |
| 108 | + "detector": "NRCALONG", |
| 109 | + "filter": "F2550WR", |
| 110 | + "lamp_mode": "NONE", |
| 111 | + "module": "A", |
| 112 | + "name": "NIRCAM", |
| 113 | + "pupil": "CLEAR", |
| 114 | + } |
| 115 | + model.meta.exposure.type = "NRC_IMAGE" |
| 116 | + model.meta.observation.date = "2021-01-01" |
| 117 | + model.meta.observation.time = "00:00:00" |
| 118 | + |
| 119 | + return model |
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