Fix style errors

spacetelescope · Dec 20, 2023 · a06f9cb · a06f9cb
1 parent d41a85a
commit a06f9cb
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Showing 2 changed files with 18 additions and 37 deletions.
diff --git a/notebooks/MIRI_IFU_YSOs_in_the_LMC/isha_nayak_ysos_in_the_lmc.ipynb b/notebooks/MIRI_IFU_YSOs_in_the_LMC/isha_nayak_ysos_in_the_lmc.ipynb
@@ -48,27 +48,21 @@
     "\n",
     "from astropy import units as u\n",
     "from astropy.wcs import WCS\n",
-    "from astropy import constants as const\n",
-    "from astropy.io import ascii, fits\n",
+    "from astropy.io import ascii\n",
     "from astropy.nddata import StdDevUncertainty\n",
-    "from astropy.modeling import models\n",
-    "from astropy.table import Table, Column, vstack\n",
+    "from astropy.table import Table\n",
     "from astropy.stats import sigma_clipped_stats\n",
-    "from astropy.utils.data import download_file\n",
     "import urllib.request\n",
     "\n",
     "import numpy as np\n",
-    "import pandas as pd\n",
-    "\n",
-    "from scipy.optimize import curve_fit\n",
     "from spectral_cube import SpectralCube\n",
     "from photutils.detection import DAOStarFinder\n",
     "from photutils.aperture import CircularAperture\n",
     "\n",
     "from specutils import Spectrum1D, SpectralRegion\n",
-    "from specutils.analysis import snr, line_flux, centroid, equivalent_width\n",
-    "from specutils.fitting import fit_generic_continuum, fit_continuum, find_lines_threshold,  find_lines_derivative, estimate_line_parameters, fit_lines\n",
-    "from specutils.manipulation import noise_region_uncertainty, box_smooth, extract_region, gaussian_smooth, SplineInterpolatedResampler"
+    "from specutils.analysis import snr\n",
+    "from specutils.fitting import fit_generic_continuum, find_lines_derivative\n",
+    "from specutils.manipulation import box_smooth, extract_region"
    ]
   },
   {
@@ -98,43 +92,34 @@
     "from aplpy import __version__ as aplpy_version\n",
     "print(\"Aplpy: {}\".format(aplpy_version))\n",
     "\n",
-    "import astrodendro\n",
     "from astrodendro import __version__ as astrodendro_version\n",
     "print(\"Astrodendro: {}\".format(astrodendro_version))\n",
     "\n",
-    "import astropy\n",
     "from astropy import __version__ as astropy_version\n",
     "print(\"Astropy: {}\".format(astropy_version))\n",
     "\n",
-    "import jwst\n",
     "from jwst import __version__ as jwst_version\n",
     "print(\"JWST: {}\".format(jwst_version))\n",
     "\n",
-    "import matplotlib\n",
     "from matplotlib import __version__ as matplotlib_version\n",
     "print(\"Matplotlib: {}\".format(matplotlib_version))\n",
     "\n",
     "import numpy\n",
     "from numpy import __version__ as numpy_version\n",
     "print(\"Numpy: {}\".format(numpy_version))\n",
     "\n",
-    "import pandas\n",
     "from pandas import __version__ as pandas_version\n",
     "print(\"Pandas: {}\".format(pandas_version))\n",
     "\n",
-    "import photutils\n",
     "from photutils import __version__ as photutils_version\n",
     "print(\"Photutils: {}\".format(photutils_version))\n",
     "\n",
-    "import scipy\n",
     "from scipy import __version__ as scipy_version\n",
     "print(\"Scipy: {}\".format(scipy_version))\n",
     "\n",
-    "import specutils\n",
     "from specutils import __version__ as specutils_version\n",
     "print(\"Specutils: {}\".format(specutils_version))\n",
     "\n",
-    "import spectral_cube\n",
     "from spectral_cube import __version__ as spectral_cube_version\n",
     "print(\"SpectralCube: {}\".format(spectral_cube_version))"
    ]
@@ -176,13 +161,13 @@
    "outputs": [],
    "source": [
     "params = {'legend.fontsize': '18',\n",
-    "        'axes.labelsize': '18',\n",
-    "        'axes.titlesize': '18',\n",
-    "        'xtick.labelsize': '18',\n",
-    "        'ytick.labelsize': '18',\n",
-    "        'lines.linewidth': 2,\n",
-    "        'axes.linewidth': 2,\n",
-    "        'animation.html': 'html5'}\n",
+    "          'axes.labelsize': '18',\n",
+    "          'axes.titlesize': '18',\n",
+    "          'xtick.labelsize': '18',\n",
+    "          'ytick.labelsize': '18',\n",
+    "          'lines.linewidth': 2,\n",
+    "          'axes.linewidth': 2,\n",
+    "          'animation.html': 'html5'}\n",
     "plt.rcParams.update(params)\n",
     "plt.rcParams.update({'figure.max_open_warning': 0})"
    ]
@@ -1091,22 +1076,21 @@
     "    if drop_dups_ice and not drop_dups_sil:\n",
     "        for i in range(0, count_ice):\n",
     "            if ice_absorption_detected[i].value < 15.4 and ice_absorption_detected[i].value > 15.0:\n",
-    "                    print(\"This is a Class 1 YSO.\")\n",
+    "                print(\"This is a Class 1 YSO.\")\n",
     "                    \n",
     "    # Else find out if YSO 2 (more evolved YSO with other ice absoprtion and silicate absorption features)\n",
     "    if drop_dups_sil:\n",
     "        print(\"This is a Class 2 YSO.\")  \n",
     "    elif count_pah == 0 and drop_dups_ice:\n",
     "        for i in range(0, count_ice):\n",
     "            if ((ice_absorption_detected[i].value < 4.87 and ice_absorption_detected[i].value > 4.47)\n",
-    "                or (ice_absorption_detected[i].value < 5.8 and ice_absorption_detected[i].value > 6.2)\n",
-    "                or (ice_absorption_detected[i].value < 6.69 and ice_absorption_detected[i].value > 7.09)\n",
-    "                or (ice_absorption_detected[i].value < 7.5 and ice_absorption_detected[i].value > 7.7)):\n",
-    "                print(\"This is a Class 2 YSO.\")\n",
+    "                 or (ice_absorption_detected[i].value < 5.8 and ice_absorption_detected[i].value > 6.2)\n",
+    "                 or (ice_absorption_detected[i].value < 6.69 and ice_absorption_detected[i].value > 7.09)\n",
+    "                 or (ice_absorption_detected[i].value < 7.5 and ice_absorption_detected[i].value > 7.7)):\n",
+    "                 print(\"This is a Class 2 YSO.\")\n",
     "                \n",
     "    # Else if PAH emission features then YSO 3\n",
-    "    if ((count_pah > 0 and not drop_dups_ice)\n",
-    "        or (count_pah > 0 and drop_dups_sil)):\n",
+    "    if (count_pah > 0 and not drop_dups_ice) or (count_pah > 0 and drop_dups_sil):\n",
     "        print(\"This is a Class 3 YSO.\")"
    ]
   },

diff --git a/notebooks/MRS_Mstar_analysis/JWST_Mstar_dataAnalysis_analysis.ipynb b/notebooks/MRS_Mstar_analysis/JWST_Mstar_dataAnalysis_analysis.ipynb
@@ -100,9 +100,6 @@
     "from astropy.nddata import StdDevUncertainty\n",
     "from astropy.utils.data import download_file\n",
     "\n",
-    "# To find stars in the MRS spectralcubes and do aperture photometry\n",
-    "from photutils.detection import DAOStarFinder\n",
-    "\n",
     "# To deal with 1D spectrum\n",
     "from specutils import Spectrum1D\n",
     "from specutils.manipulation import box_smooth, extract_region\n",