fix for import sorts

cosmicfishpie/CMBsurvey/CMB_cov.py

@@ -4,16 +4,18 @@
 This is the main engine for CMB Fisher Matrix.
 
 """
+import copy
+import datetime
 import os
-import numpy as np
 from itertools import product
 from time import time
+
+import numpy as np
 import pandas as pd
-import copy
-import datetime
-import cosmicfishpie.fishermatrix.derivatives as fishderiv
+
 import cosmicfishpie.CMBsurvey.CMB_obs as CMB_obs
 import cosmicfishpie.fishermatrix.config as cfg
+import cosmicfishpie.fishermatrix.derivatives as fishderiv
 from cosmicfishpie.utilities.utils import printing as upt
 
 pd.set_option('display.float_format', '{:.9E}'.format)

cosmicfishpie/CMBsurvey/CMB_obs.py

@@ -4,13 +4,16 @@
 This module contains cls calculations (only LSS atm).
 
 """
-from cosmicfishpie.utilities.utils import printing as upt
+from itertools import product
 from time import time
-import cosmicfishpie.fishermatrix.config as cfg
-import cosmicfishpie.cosmology.cosmology as cosmology
+
 import numpy as np
-from itertools import product
 from joblib import Memory
+
+import cosmicfishpie.cosmology.cosmology as cosmology
+import cosmicfishpie.fishermatrix.config as cfg
+from cosmicfishpie.utilities.utils import printing as upt
+
 cachedir = './cache'
 memory = Memory(cachedir, verbose=0)
 

cosmicfishpie/LSSsurvey/photo_cov.py

@@ -4,15 +4,17 @@
 This is the main engine for LSS Fisher Matrix.
 
 """
-import numpy as np
+import copy
+import datetime
 from itertools import product
 from time import time
+
+import numpy as np
 import pandas as pd
-import copy
-import datetime
+
+import cosmicfishpie.fishermatrix.config as cfg
 import cosmicfishpie.fishermatrix.derivatives as fishderiv
 import cosmicfishpie.LSSsurvey.photo_obs as photo_obs
-import cosmicfishpie.fishermatrix.config as cfg
 from cosmicfishpie.utilities.utils import printing as upt
 
 pd.set_option('display.float_format', '{:.9E}'.format)

cosmicfishpie/LSSsurvey/photo_obs.py

@@ -4,17 +4,20 @@
 This module contains cls calculations (only LSS atm).
 
 """
-from cosmicfishpie.utilities.utils import printing as upt
+from itertools import product
 from time import time
-import cosmicfishpie.fishermatrix.config as cfg
-import cosmicfishpie.LSSsurvey.photo_window as photo_window
-import cosmicfishpie.cosmology.nuisance as nuisance
-import cosmicfishpie.cosmology.cosmology as cosmology
+
 import numpy as np
+from joblib import Memory
 from scipy import integrate
 from scipy.interpolate import interp1d
-from itertools import product
-from joblib import Memory
+
+import cosmicfishpie.cosmology.cosmology as cosmology
+import cosmicfishpie.cosmology.nuisance as nuisance
+import cosmicfishpie.fishermatrix.config as cfg
+import cosmicfishpie.LSSsurvey.photo_window as photo_window
+from cosmicfishpie.utilities.utils import printing as upt
+
 cachedir = './cache'
 memory = Memory(cachedir, verbose=0)
 

cosmicfishpie/LSSsurvey/photo_window.py

@@ -8,6 +8,7 @@
 import numpy as np
 from scipy.integrate import trapz
 from scipy.special import erf
+
 import cosmicfishpie.fishermatrix.config as cfg
 
 

cosmicfishpie/LSSsurvey/spectro_cov.py

@@ -4,13 +4,15 @@
 This module contains cls calculations (only LSS atm).
 
 """
+import copy
+from time import time
+
 import numpy as np
+
 import cosmicfishpie.fishermatrix.config as cfg
 import cosmicfishpie.LSSsurvey.spectro_obs as spec_obs
 from cosmicfishpie.fishermatrix.derivatives import derivatives
-from time import time
 from cosmicfishpie.utilities.utils import printing as upt
-import copy
 
 
 class SpectroCov:

cosmicfishpie/LSSsurvey/spectro_obs.py

@@ -4,15 +4,15 @@
 This module contains cls calculations (only LSS atm).
 
 """
-import numpy as np
-
 from copy import deepcopy
+from time import time
+
+import numpy as np
+from scipy.interpolate import CubicSpline
 
 import cosmicfishpie.cosmology.cosmology as cosmology
 import cosmicfishpie.cosmology.nuisance as nuisance
 import cosmicfishpie.fishermatrix.config as cfg
-from scipy.interpolate import CubicSpline
-from time import time
 from cosmicfishpie.utilities.utils import numerics as unu
 from cosmicfishpie.utilities.utils import printing as upt
 

cosmicfishpie/__init__.py

@@ -6,6 +6,7 @@
 
 """
 from .version import VERSION, VERSION_SHORT
+
 __all__ = []  # list submodules
 
 

cosmicfishpie/analysis/fisher_derived.py

@@ -26,9 +26,11 @@
 
 # ***************************************************************************************
 
-import os
 import copy
+import os
+
 import numpy as np
+
 from . import fisher_matrix as fm
 
 # ***************************************************************************************

cosmicfishpie/analysis/fisher_matrix.py

@@ -27,11 +27,13 @@
 
 # ***************************************************************************************
 
-import os
 import copy
+import os
+from pathlib import Path
+
 import numpy as np
+
 from . import utilities as fu
-from pathlib import Path
 
 # ***************************************************************************************
 

cosmicfishpie/analysis/fisher_operations.py

@@ -25,9 +25,11 @@
 
 # ***************************************************************************************
 
+import math
+
 import numpy as np
+
 from . import fisher_matrix as fm
-import math
 
 # ***************************************************************************************
 

cosmicfishpie/analysis/fisher_plot_analysis.py

@@ -22,17 +22,19 @@
 
 """
 
+import copy
+import math
+
 # ***************************************************************************************
 import os
-import math
-import copy
+
 import numpy as np
-from . import utilities as fu
-from . import fisher_matrix as fm
-from . import fisher_derived as fd
-from . import fisher_operations as fo
 
 from . import __init__ as CosmicFishPyLib
+from . import fisher_derived as fd
+from . import fisher_matrix as fm
+from . import fisher_operations as fo
+from . import utilities as fu
 
 # ***************************************************************************************
 

cosmicfishpie/analysis/fisher_plotting.py

@@ -1,16 +1,16 @@
 import os
-import matplotlib.pyplot as plt
+
 import matplotlib
+import matplotlib.pyplot as plt
+from getdist import plots
+from getdist.gaussian_mixtures import GaussianND
+
+from cosmicfishpie.utilities.utils import filesystem as ffs
 
 from . import fisher_matrix as fm
 from . import fisher_plot_analysis as fpa
 from . import plot_comparison as pc
 
-from cosmicfishpie.utilities.utils import filesystem as ffs
-
-from getdist import plots
-from getdist.gaussian_mixtures import GaussianND
-
 matplotlib.rcParams.update({'font.size': 22})
 matplotlib.rcParams.update({'font.family': 'cm'})
 params = {'mathtext.fontset': 'cm',

cosmicfishpie/analysis/plot_comparison.py

@@ -1,17 +1,21 @@
 
 # Code for comparison of Fisher Matrix entries
 # Taken from original plfmat.py code by Dida Markovic and Santiago Casas
-import seaborn as sns
-from . import fisher_operations as fo
-from . import utilities as fu
 import os
-import numpy as np
-from mpl_toolkits import axes_grid1
-import matplotlib.patches as mpatches
-import matplotlib.ticker as ticker
+
 import matplotlib
+import matplotlib.patches as mpatches
+
 # matplotlib.use('Agg')
 import matplotlib.pyplot as plt
+import matplotlib.ticker as ticker
+import numpy as np
+import seaborn as sns
+from mpl_toolkits import axes_grid1
+
+from . import fisher_operations as fo
+from . import utilities as fu
+
 plt.style.use('tableau-colorblind10')
 
 

cosmicfishpie/analysis/utilities.py

@@ -23,11 +23,13 @@
 
 # ***************************************************************************************
 
+import itertools as it
 import math
+import os
+
 import numpy as np
-import itertools as it
 from scipy.stats.distributions import chi2
-import os
+
 # ***************************************************************************************
 
 

cosmicfishpie/cosmology/cosmology.py

@@ -7,21 +7,27 @@
 
 import os
 import sys
-import numpy as np
 import types
-import cosmicfishpie.fishermatrix.config as cfg
-from glob import glob
 from copy import deepcopy
-from scipy.interpolate import UnivariateSpline, RectBivariateSpline, InterpolatedUnivariateSpline
-from scipy.signal import savgol_filter
+from glob import glob
+from time import time
+from warnings import warn
+
+import numpy as np
+import scipy.constants as sconst
+from joblib import Memory
 from scipy import integrate
+from scipy.interpolate import (
+    InterpolatedUnivariateSpline,
+    RectBivariateSpline,
+    UnivariateSpline,
+)
+from scipy.signal import savgol_filter
+
+import cosmicfishpie.fishermatrix.config as cfg
 from cosmicfishpie.utilities.utils import numerics as unu
 from cosmicfishpie.utilities.utils import printing as upr
-from warnings import warn
-import scipy.constants as sconst
-from time import time
 
-from joblib import Memory
 cachedir = 'memory_cache'
 memory = Memory(cachedir, verbose=0)
 

cosmicfishpie/cosmology/nuisance.py

@@ -6,14 +6,15 @@
 """
 
 import os
+
 import numpy as np
+from scipy.interpolate import InterpolatedUnivariateSpline, UnivariateSpline, interp1d
+
 import cosmicfishpie.fishermatrix.config as cfg
 from cosmicfishpie.utilities.utils import numerics as unu
-from scipy.interpolate import interp1d, UnivariateSpline, InterpolatedUnivariateSpline
 from cosmicfishpie.utilities.utils import printing as upr
 
 
-
 class Nuisance:
 
     def __init__(self):

cosmicfishpie/fishermatrix/config.py

@@ -1,15 +1,17 @@
 # This class defines global variables that will not change through
 # the computation of one fisher matrix
 
-import numpy as np
-import os
 import glob
-import yaml
+import os
 from copy import deepcopy
-from cosmicfishpie.cosmology.nuisance import Nuisance
+from time import time
+
+import numpy as np
+import yaml
+
 import cosmicfishpie.cosmology.cosmology as cosmology
+from cosmicfishpie.cosmology.nuisance import Nuisance
 from cosmicfishpie.utilities.utils import printing as upt
-from time import time
 
 
 def init(options=dict(),

cosmicfishpie/fishermatrix/cosmicfish.py

@@ -6,23 +6,26 @@
 """
 import os
 import sys
-from time import time
 from copy import deepcopy
-import pandas as pd
+from itertools import product
+from time import time
+
 import numpy as np
+import pandas as pd
 from scipy.integrate import simps
-from itertools import product
-import cosmicfishpie.LSSsurvey.photo_obs as photo_obs
-import cosmicfishpie.LSSsurvey.photo_cov as photo_cov
-import cosmicfishpie.LSSsurvey.spectro_obs as spec_obs
-import cosmicfishpie.LSSsurvey.spectro_cov as spec_cov
+
 import cosmicfishpie.CMBsurvey.CMB_cov as CMB_cov
 import cosmicfishpie.fishermatrix.config as cfg
-from cosmicfishpie.utilities.utils import numerics as unu
+import cosmicfishpie.LSSsurvey.photo_cov as photo_cov
+import cosmicfishpie.LSSsurvey.photo_obs as photo_obs
+import cosmicfishpie.LSSsurvey.spectro_cov as spec_cov
+import cosmicfishpie.LSSsurvey.spectro_obs as spec_obs
+from cosmicfishpie.analysis import fisher_matrix as fm
+
 #from cosmicfishpie.cosmology.cosmology import *
-from cosmicfishpie.utilities.utils import printing as upt
 from cosmicfishpie.utilities.utils import filesystem as ufs
-from cosmicfishpie.analysis import fisher_matrix as fm
+from cosmicfishpie.utilities.utils import numerics as unu
+from cosmicfishpie.utilities.utils import printing as upt
 
 
 def ray_session(num_cpus=4, restart=True, shutdown=False):