146 lines
3.7 KiB
Cython
146 lines
3.7 KiB
Cython
from libcpp cimport bool
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from libcpp cimport string as cppstring
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import numpy as np
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cimport numpy as np
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from cpython cimport PyObject, Py_INCREF
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cimport cython
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np.import_array()
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cdef extern from "cosmopower.hpp" namespace "CosmoTool":
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cdef enum CosmoFunction "CosmoTool::CosmoPower::CosmoFunction":
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POWER_EFSTATHIOU "CosmoTool::CosmoPower::POWER_EFSTATHIOU",
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HU_WIGGLES "CosmoTool::CosmoPower::HU_WIGGLES",
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HU_BARYON "CosmoTool::CosmoPower::HU_BARYON",
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OLD_POWERSPECTRUM,
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POWER_BARDEEN "CosmoTool::CosmoPower::POWER_BARDEEN",
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POWER_SUGIYAMA "CosmoTool::CosmoPower::POWER_SUGIYAMA",
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POWER_BDM,
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POWER_TEST
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cdef cppclass CosmoPower:
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double n
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double K0
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double V_LG_CMB
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double CMB_VECTOR[3]
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double h
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double SIGMA8
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double OMEGA_B
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double OMEGA_C
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double omega_B
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double omega_C
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double Theta_27
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double OMEGA_0
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double Omega
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double beta
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double OmegaEff
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double Gamma0
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double normPower
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CosmoPower()
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void setFunction(CosmoFunction)
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void updateCosmology()
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void updatePhysicalCosmology()
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void normalize()
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void setNormalization(double)
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double power(double)
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cdef class CosmologyPower:
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"""CosmologyPower(**cosmo)
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CosmologyPower manages and compute power spectra computation according to different
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approximation given in the litterature.
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Keyword arguments:
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omega_B_0 (float): relative baryon density
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omega_M_0 (float): relative matter density
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h (float): Hubble constant relative to 100 km/s/Mpc
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ns (float): power law of the large scale inflation spectrum
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"""
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cdef CosmoPower power
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def __init__(self,**cosmo):
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self.power = CosmoPower()
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self.power.OMEGA_B = cosmo['omega_B_0']
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self.power.OMEGA_C = cosmo['omega_M_0']-cosmo['omega_B_0']
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self.power.h = cosmo['h']
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if 'ns' in cosmo:
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self.power.n = cosmo['ns']
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assert self.power.OMEGA_C > 0
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self.power.updateCosmology()
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def normalize(self,s8):
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"""normalize(self, sigma8)
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Compute the normalization of the power spectrum using sigma8.
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Arguments:
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sigma8 (float): standard deviation of density field smoothed at 8 Mpc/h
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"""
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self.power.SIGMA8 = s8
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self.power.normalize()
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def setFunction(self,funcname):
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"""setFunction(self, funcname)
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Choose an approximation to use for the computation of the power spectrum
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Arguments:
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funcname (str): the name of the approximation. It can be either
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EFSTATHIOU, HU_WIGGLES, HU_BARYON, BARDEEN or SUGIYAMA.
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"""
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cdef CosmoFunction f
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f = POWER_EFSTATHIOU
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if funcname=='EFSTATHIOU':
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f = POWER_EFSTATHIOU
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elif funcname=='HU_WIGGLES':
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f = HU_WIGGLES
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elif funcname=='HU_BARYON':
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f = HU_BARYON
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elif funcname=='BARDEEN':
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f = POWER_BARDEEN
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elif funcname=='SUGIYAMA':
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f = POWER_SUGIYAMA
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self.power.setFunction(f)
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cdef double _compute(self, double k):
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k *= self.power.h
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return self.power.power(k) * self.power.h**3
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def compute(self, k):
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"""compute(self, k)
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Compute the power spectrum for mode which length k.
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Arguments:
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k (float): Mode for which to evaluate the power spectrum.
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It can be a scalar or a numpy array.
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The units must be in 'h Mpc^{-1}'.
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Returns:
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a scalar or a numpy array depending on the type of the k argument
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"""
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cdef np.ndarray out
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cdef double kval
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cdef tuple i
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if isinstance(k, np.ndarray):
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out = np.empty(k.shape, dtype=np.float64)
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for i,kval in np.ndenumerate(k):
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out[i] = self._compute(kval)
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return out
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else:
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return self._compute(k)
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