├── .gitignore ├── docs └── avast.png ├── paper ├── Makefile └── rv.tex ├── code ├── tests.py ├── gp_data.py ├── quadratic_basis.py ├── make_data.py ├── spectral_chunk.py ├── gp_fit.py └── triangle_basis.py ├── LICENSE ├── README.md └── data ├── binary_star ├── test_spec1.txt ├── test_spec2.txt ├── test_spec3.txt ├── test_spec4.txt └── test_spec5.txt └── quiet_star ├── test_spec1.txt └── test_spec2.txt /.gitignore: -------------------------------------------------------------------------------- 1 | *~ 2 | *.aux 3 | *.pdf 4 | *.png 5 | *.log 6 | *.hdf5 7 | -------------------------------------------------------------------------------- /docs/avast.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/davidwhogg/Avast/HEAD/docs/avast.png -------------------------------------------------------------------------------- /paper/Makefile: -------------------------------------------------------------------------------- 1 | LATEX = pdflatex 2 | CHECK_RERUN = grep "Rerun to get" $*.log 3 | 4 | all: rv.pdf 5 | 6 | %.pdf: %.tex 7 | ${LATEX} $< 8 | ( ${CHECK_RERUN} && ${LATEX} $< ) || echo "Done." 9 | ( ${CHECK_RERUN} && ${LATEX} $< ) || echo "Done." 10 | -------------------------------------------------------------------------------- /code/tests.py: -------------------------------------------------------------------------------- 1 | """ 2 | This file is part of the Avast project. 3 | Copyright 2016 Megan Bedell (Chicago) and David W. Hogg (NYU). 4 | """ 5 | import numpy as np 6 | import matplotlib.pyplot as plt 7 | from matplotlib.ticker import MultipleLocator, FormatStrFormatter 8 | from scipy.optimize import leastsq, fmin_bfgs 9 | c = 2.99792458e8 # m/s 10 | 11 | def deriv_test(x, f, dfdx, ind, step, args): 12 | assert step > 0. 13 | y1 = f(x, *args) 14 | x2 = x.copy() 15 | x2[ind] += step 16 | y2 = f(x2, *args) 17 | dfdx2 = (y2 - y1)/step 18 | dfdx0 = (dfdx(x, *args))[ind] 19 | return (dfdx2 - dfdx0)/dfdx0 20 | 21 | def vector_deriv_test(x, f, dfdx, ind, step, args): 22 | assert step > 0. 23 | y1 = f(x, *args) 24 | x2 = x.copy() 25 | x2[ind] += step 26 | y2 = f(x2, *args) 27 | dfdx2 = (y2 - y1)/step 28 | dfdx0 = (dfdx(x, *args))[:,ind] 29 | return (dfdx2 - dfdx0) / (dfdx2 + dfdx0) -------------------------------------------------------------------------------- /code/gp_data.py: -------------------------------------------------------------------------------- 1 | """ 2 | This file is part of the Avast project. 3 | Copyright 2016 Megan Bedell (Chicago) and David W. Hogg (NYU). 4 | """ 5 | import glob 6 | import numpy as np 7 | import matplotlib.pyplot as plt 8 | from scipy.optimize import minimize 9 | from scipy.io.idl import readsav 10 | from harps_tools import read_harps 11 | import cPickle as pickle 12 | c = 2.99792458e8 # m/s 13 | 14 | if __name__ == "__main__": 15 | data_dir = "/Users/mbedell/Documents/Research/HARPSTwins/Results/" 16 | s = readsav(data_dir+'HIP22263_result.dat') 17 | wave_lo = 6500.0 18 | wave_hi = 6600.0 19 | 20 | print "Reading files..." 21 | filelist = [str.replace(f, 'ccf_G2', 's1d') for f in s.files] 22 | nfile = len(filelist) 23 | data = [] 24 | for e,fn in enumerate(filelist): 25 | w, f = read_harps.read_spec(fn) 26 | w = w[f > 0.] 27 | f = f[f > 0.] 28 | data.append((np.log(w),f,np.sqrt(f))) 29 | pickle.dump(data, open( "data.p", "wb" ), -1) -------------------------------------------------------------------------------- /code/quadratic_basis.py: -------------------------------------------------------------------------------- 1 | """ 2 | This file is part of the Avast project. 3 | Copyright 2017 David W. Hogg (NYU). 4 | """ 5 | 6 | import numpy as np 7 | 8 | def g(xs_input, xms, del_x): 9 | """ 10 | quadratic spline 11 | """ 12 | xs = np.atleast_1d((xs_input - xms) / del_x + 1.5) # 1.5 for re-center 13 | ys = np.zeros_like(xs) 14 | I = (xs > 0.) * (xs < 1.) 15 | ys[I] = 0.5 * xs[I] * xs[I] 16 | I = (xs > 1.) * (xs < 2.) 17 | ys[I] = -1. * xs[I] * xs[I] + 3. * xs[I] - 1.5 18 | I = (xs > 2.) * (xs < 3.) 19 | ys[I] = 0.5 * xs[I] * xs[I] - 3. * xs[I] + 4.5 20 | return ys 21 | 22 | def dg_dx(xs_input, xms, del_x 23 | """ 24 | Must synchronize with `g()`. 25 | """ 26 | xs = np.atleast_1d((xs_input - xms) / del_x + 1.5) # 1.5 for re-center 27 | ys = np.zeros_like(xs) 28 | I = (xs > 0.) * (xs < 1.) 29 | ys[I] = xs[I] 30 | I = (xs > 1.) * (xs < 2.) 31 | ys[I] = -2. * xs[I] + 3. 32 | I = (xs > 2.) * (xs < 3.) 33 | ys[I] = xs[I] - 3. 34 | return ys / del_x 35 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2016 David W. Hogg 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # **Avast** 2 | 3 | avast 4 | 5 | A playground for exploring time-domain variations in stellar spectra. 6 | 7 | ## Authors 8 | - **Megan Bedell** (Chicago) 9 | - **David W. Hogg** (NYU) (MPIA) (Flatiron) 10 | 11 | ## License 12 | All content is Copyright 2016 the authors. 13 | The software components of **Avast** are licensed under the *MIT License*. 14 | See the file `LICENSE` for more details. 15 | 16 | ## Description 17 | Stellar spectra are not constant in time. 18 | There are effects of surface convection, flares, sunspots, rotation, 19 | and stellar oscillations. 20 | (In some stars, there can also be variable cloud cover, external eclipsing 21 | bodies, variable interstellar material, or microlensing.) 22 | Most or all of these sources of variability will lead to spectral changes, 23 | and also brightness or (effective) radial-velocity changes. 24 | They are important, therefore, for testing models of stars, and 25 | also for making extremely precise measurements of stellar parameters 26 | or radial velocities. 27 | 28 | ## Projects 29 | - Searches for time variability in stellar spectra. 30 | - Regression of stellar spectra against measured radial velocity. 31 | - Searches for variance across stellar identical twins. 32 | 33 | -------------------------------------------------------------------------------- /code/make_data.py: -------------------------------------------------------------------------------- 1 | import numpy as np 2 | from scipy.io.idl import readsav 3 | from scipy.interpolate import interp1d 4 | from wobble import read_harps, rv_model 5 | import h5py 6 | c = 299792458. # m/s 7 | 8 | 9 | def doppler(rv): 10 | beta = rv / c 11 | return np.sqrt((1. - beta) / (1. + beta)) 12 | 13 | 14 | if __name__ == "__main__": 15 | # load the data for quiet star HIP54287 (HARPS RMS 1.3 m/s) 16 | # BUGS: directories and dependencies will only work on Megan's computer... 17 | 18 | data_dir = "/Users/mbedell/Documents/Research/HARPSTwins/Results/" 19 | s = readsav(data_dir+'HIP30037_result.dat') 20 | Star = rv_model.RV_Model() 21 | 22 | # grab a tellurics section from s1d files 23 | true_rvs = ( -s.berv + s.rv) * 1.e3 # m/s 24 | #true_rvs = (s.rv - 54.9) * 1.e3 25 | drift = s.drift # m/s 26 | dx = 0.01 # A 27 | #xs = np.arange(4998.0, 5002.0, dx) 28 | xs = np.arange(3782.0, 6910.0, dx) # tellurics region 29 | N = len(s.files) # number of epochs 30 | M = len(xs) 31 | data = np.empty((N, M)) 32 | ivars = np.empty_like(data) 33 | for n,(f,b,snr) in enumerate(zip(s.files, s.berv, s.snr)): 34 | # read in the spectrum 35 | spec_file = str.replace(f, 'ccf_G2', 's1d') 36 | wave, spec = read_harps.read_spec(spec_file) 37 | # re-introduce barycentric velocity 38 | wave *= doppler(b*1.e3) 39 | # remove systemic RV shift so we're looking at the same lines as example 40 | #wave *= doppler(54.9 * 1.e3) 41 | # save the relevant bit 42 | f = interp1d(wave, spec) 43 | data[n,:] = f(xs) 44 | ivars[n,:] = snr**2 45 | print wave[0], wave[-1] 46 | 47 | h = h5py.File('../data/hip30037.hdf5', 'w') 48 | dset = h.create_dataset('data', data=data) 49 | dset = h.create_dataset('ivars', data=ivars) 50 | dset = h.create_dataset('xs', data=xs) 51 | dset = h.create_dataset('true_rvs', data=true_rvs) 52 | dset = h.create_dataset('date', data=s.date) 53 | dset = h.create_dataset('berv', data=s.berv) 54 | 55 | h.close() 56 | 57 | 58 | 59 | 60 | -------------------------------------------------------------------------------- /code/spectral_chunk.py: -------------------------------------------------------------------------------- 1 | """ 2 | This file is part of the Avast project. 3 | Copyright 2016 Megan Bedell (Chicago) and David W. Hogg (NYU). 4 | """ 5 | import triangle_basis 6 | from triangle_basis import xi_scale, scale_scale 7 | import glob 8 | import numpy as np 9 | import matplotlib.pyplot as plt 10 | from astropy.io import fits 11 | from scipy.optimize import minimize 12 | import cPickle as pickle 13 | c = 2.99792458e8 # m/s 14 | 15 | def read_spec(spec_file): 16 | # read a HARPS 1D spectrum file from the ESO pipeline 17 | sp = fits.open(spec_file) 18 | header = sp[0].header 19 | n_wave = header['NAXIS1'] 20 | crval1 = header['CRVAL1'] 21 | cdelt1 = header['CDELT1'] 22 | index = np.arange(n_wave, dtype=np.float64) 23 | wave = crval1 + index*cdelt1 24 | spec = sp[0].data 25 | #obj = header['OBJECT'] 26 | #bjd = header['ESO DRS BJD'] 27 | return wave, spec 28 | 29 | def solve_chunk(pars0, xs, ys, yerrs, xms, del_x): 30 | # given starting guess of pars0, solve for best-fit pars in a chunk. 31 | # returns OptimizeResult object. 32 | fa = (xs, ys, yerrs, xms, del_x) 33 | res = minimize(triangle_basis.obj_function, pars0, args=fa, 34 | method='BFGS', jac=triangle_basis.obj_deriv) 35 | return res 36 | 37 | 38 | def solve_all(all_xs, all_ys, save_dir): 39 | # takes a list of HARPS spectra and solves them chunk-by-chunk. 40 | # output is saved as a series of pickle files under path save_dir. 41 | 42 | del_x = 1.3e-5/2.0 43 | 44 | #for mid_ind in range(500, len(all_xs[0])-500, 500): 45 | for mid_ind in range(277320, 277320+2000, 500): # for testing 46 | pad = 100 # number of points to overlap with neighboring chunk 47 | start_ind, stop_ind = mid_ind - 250 - pad, mid_ind + 250 + pad 48 | print "Solving chunk from {0:4.1f} A to {1:4.1f} A...".format(all_xs[0,start_ind], all_xs[0,stop_ind]) 49 | start_wave = np.exp(all_xs[0,start_ind]) 50 | xs = all_xs[:,start_ind:stop_ind] 51 | ys = all_ys[:,start_ind:stop_ind] 52 | yerrs = np.sqrt(ys) # TODO: fix this 53 | 54 | xms = np.arange(np.min(xs) - 0.5 * del_x, np.max(xs) + 0.99 * del_x, del_x) 55 | n_ms = len(xms) 56 | ams0 = np.ones(n_ms) 57 | scales0 = [np.median(s) * scale_scale for s in ys] 58 | xis0 = np.zeros(len(xs)) * xi_scale 59 | pars0 = np.append(ams0, np.append(scales0, xis0)) 60 | 61 | res = solve_chunk(pars0, xs, ys, yerrs, xms, del_x) 62 | save_obj = (xs, ys, yerrs, xms, res) 63 | save_name = save_dir+'{0}_w{2:04}.p'.format('test',int(start_wave)) # TODO: add metadata 64 | print "Saving chunk as {0}...".format(save_name) 65 | pickle.dump(save_obj, open(save_name, "wb")) 66 | 67 | 68 | if __name__ == "__main__": 69 | data_dir = '../data/chunk_test/' 70 | filelist = glob.glob(data_dir+'*_s1d_A.fits') 71 | #nfile = len(filelist) 72 | nfile = 3 # for testing 73 | all_xs = None 74 | 75 | for e,fn in enumerate(filelist): 76 | wave, spec = read_spec(fn) 77 | if all_xs is None: 78 | nwave = len(wave) 79 | all_xs, all_ys = np.zeros([nfile,nwave]), np.zeros([nfile,nwave]) 80 | assert len(wave) == nwave # THIS DOESN'T WORK - not all spectra have the same nwave! 81 | if e>2: 82 | continue # for testing 83 | all_xs[e] = np.log(wave) 84 | all_ys[e] = spec 85 | 86 | solve_all(xs, ys, data_dir) 87 | 88 | for p in glob.glob(data_dir+'*.p'): 89 | xs, ys, yerrs, xms, res = pickle.load(open(p, "rb")) 90 | pars = res['x'] 91 | n_epoch = len(xs) 92 | n_ms = len(xms) 93 | del_x = xms[1] - xms[0] 94 | ams, scales, xis = triangle_basis.unpack_pars(pars, n_ms, n_epoch) 95 | calcs = np.zeros((n_epoch, len(xs[e]))) 96 | for e in range(n_epoch): 97 | xprimes = xs[e] + xis[e] 98 | calc = triangle_basis.f(xprimes, xms, del_x, ams * scales[e]) 99 | x_plot = np.linspace(xprimes[0],xprimes[-1],num=5000) 100 | calc_plot = triangle_basis.f(x_plot+xis[e], xms, del_x, ams * scales[e]) 101 | resid = triangle_basis.resid_function(pars, xs, ys, yerrs, xms, del_x) 102 | n_x = len(xs[e]) 103 | resid = resid[e*n_x:(e+1)*n_x] * yerrs[e] 104 | triangle_basis.save_plot(xs[e], ys[e], calc, resid, x_plot, calc_plot, 105 | 'fig/wave{0:04}_epoch{1}.pdf'.format(int(np.exp(xs[e,0])),str(e)), e) 106 | calcs[e] = calc 107 | 108 | 109 | -------------------------------------------------------------------------------- /code/gp_fit.py: -------------------------------------------------------------------------------- 1 | """ 2 | This file is part of the Avast project. 3 | Copyright 2017 Megan Bedell (Chicago), David W. Hogg (NYU), and Dan Foreman-Mackey (Washington). 4 | """ 5 | import celerite 6 | from celerite import terms 7 | import cPickle as pickle 8 | import numpy as np 9 | import matplotlib.pyplot as plt 10 | from scipy.optimize import minimize 11 | from scipy.linalg import svd 12 | from scipy.io.idl import readsav 13 | import time 14 | c = 2.99792458e8 # m/s 15 | 16 | def shift_and_flatten(xis, data): 17 | # applies shifts of xi to the data and returns flattened data arrays 18 | ndata = sum([len(d[0]) for d in data]) 19 | ndata_byepoch = [len(d[0]) for d in data] 20 | n = 0 21 | x = np.empty(ndata) 22 | y = np.empty(ndata) 23 | yerr = np.empty(ndata) 24 | for i, d in enumerate(data): 25 | length = len(d[0]) 26 | x[n:n+length] = d[0] - xis[i] 27 | y[n:n+length] = d[1] 28 | yerr[n:n+length] = d[2] 29 | n += length 30 | return x, y, yerr 31 | 32 | def set_params(params, data): 33 | # update the GP parameter vector & optimize scales 34 | # returns: scales and xi parameters used, sorted and scaled data vector y 35 | ndata = sum([len(d[0]) for d in data]) 36 | nepoch = len(subset) 37 | ndata_byepoch = [len(d[0]) for d in data] 38 | xis, gp_par = params[0:len(data)], params[len(data):] 39 | x, y, yerr = shift_and_flatten(xis, data) 40 | inds = np.argsort(x) 41 | x = x[inds] 42 | y = y[inds] 43 | yerr = yerr[inds] 44 | gp.set_parameter_vector(gp_par) 45 | gp.compute(x, yerr) 46 | eye = np.eye(nepoch) 47 | design = np.repeat(eye, ndata_byepoch, axis=0) 48 | A = design[inds,:] 49 | scales = np.linalg.solve(np.dot(A.T, gp.apply_inverse(A)), np.dot(A.T,gp.apply_inverse(y))) 50 | y[np.argsort(inds)] -= np.repeat(scales, ndata_byepoch) 51 | return scales, xis, y 52 | 53 | def nll(params, data): 54 | # negative ln(likelihood) function for optimization 55 | scales, xis, y = set_params(params, data) 56 | return -gp.log_likelihood(y) + 1./2. #* np.sum(xis**2) 57 | 58 | def prediction(params, data): 59 | # returns the model predicted by params in the same shape as data 60 | scales, xis, y = set_params(params, data) 61 | result_flat = gp.predict(y, return_cov=False) 62 | x, _, _ = shift_and_flatten(xis, data) 63 | inds = np.argsort(x) 64 | result_sorted = result_flat[np.argsort(inds)] 65 | result = [] 66 | n = 0 67 | for i,d in enumerate(data): 68 | length = len(d[0]) 69 | result.append(result_sorted[n:n+length] + scales[i]) 70 | n += length 71 | return result 72 | 73 | def xi_to_v(xi): 74 | # translate ln(wavelength) Doppler shift to a velocity in m/s 75 | return np.tanh(xi) * c 76 | 77 | def v_to_xi(v): 78 | return np.arctanh(v/c) 79 | 80 | if __name__ == "__main__": 81 | 82 | start = time.time() 83 | 84 | print "Reading in data..." 85 | data = pickle.load(open( "data.p", "rb" )) 86 | wave_lo = np.log(6553.) 87 | wave_hi = np.log(6573.) 88 | subset = [] 89 | subsample = 5 # int between 1 and len(data), smaller selects more epochs 90 | for i in range(0,len(data),subsample): 91 | m = (data[i][0] > wave_lo) & (data[i][0] < wave_hi) 92 | x = np.copy(data[i][0][m]) 93 | y = np.log(np.copy(data[i][1][m])) 94 | yerr = np.copy(data[i][2][m]/data[i][1][m]) 95 | subset.append((x,y,yerr)) 96 | 97 | print "Data read." 98 | kernel = terms.RealTerm(0.04, -np.log(0.001), bounds=((.01*0.04,100.*0.04),(None, None))) 99 | gp = celerite.GP(kernel, 100 | log_white_noise=-9.6, 101 | fit_white_noise=True) 102 | 103 | print "Minimizing..." 104 | 105 | # (optional) initialize xis using the HARPS pipeline RVs: 106 | data_dir = "/Users/mbedell/Documents/Research/HARPSTwins/Results/" 107 | pipeline = readsav(data_dir+'HIP22263_result.dat') 108 | xis0 = np.empty(len(subset)) 109 | rvs = np.empty(len(subset)) 110 | dates = np.empty(len(subset)) 111 | shks = np.empty(len(subset)) 112 | for i in range(len(subset)): 113 | rvs[i] = pipeline.rv[i*subsample] * 1.e3 114 | xis0[i] = v_to_xi(rvs[i]) 115 | dates[i] = pipeline.date[i*subsample] 116 | shks[i] = pipeline.shk[i*subsample] 117 | 118 | #xis0 = np.zeros(len(subset)) 119 | start_fit = time.time() 120 | p0 = np.append(xis0, gp.get_parameter_vector()) 121 | xi_bounds = [(-1e-16+xi, 1e-16+xi) for xi in xis0] # fixed RVs 122 | bounds = xi_bounds + gp.get_parameter_bounds() 123 | soln = minimize(nll, p0, args=(subset), bounds=bounds, method='L-BFGS-B') 124 | scales, xis, y = set_params(soln.x, subset) 125 | end_fit = time.time() 126 | 127 | #print "RVs =", xi_to_v(xis) 128 | 129 | ''''' 130 | fig,ax = plt.subplots(1,1,figsize=(12,4)) 131 | for i,d in enumerate(subset): 132 | ax.plot(d[0] - xis[i],d[1] - scales[i]) 133 | ax.set_xlabel('ln(wavelength)') 134 | ax.set_ylabel('ln(flux) - scale factor') 135 | ''' 136 | 137 | #now expand the wavelength region: 138 | wave_lo = np.log(6520.) 139 | wave_hi = np.log(6600.) 140 | subset = [] 141 | subsample = 5 # int between 1 and len(data), smaller selects more epochs 142 | for i in range(0,len(data),subsample): 143 | m = (data[i][0] > wave_lo) & (data[i][0] < wave_hi) 144 | x = np.copy(data[i][0][m]) 145 | y = np.log(np.copy(data[i][1][m])) 146 | yerr = np.copy(data[i][2][m]/data[i][1][m]) 147 | subset.append((x,y,yerr)) 148 | scales, xis, y = set_params(soln.x, subset) 149 | 150 | 151 | print "Calculating model prediction..." 152 | mu = prediction(soln.x, subset) 153 | end = time.time() 154 | 155 | print "Time to fit: {0:.1f} s".format(end_fit - start_fit) 156 | print "Time to predict: {0:.1f} s".format(end - end_fit) 157 | print "Total time: {0:.1f} s".format(end - start) 158 | 159 | if False: 160 | # make some plots 161 | fig,ax = plt.subplots(1,1,figsize=(12,4)) 162 | for i,d in enumerate(subset): 163 | ax.plot(d[0], d[1], color='black') 164 | ax.plot(d[0], mu[i], color='red') 165 | ax.set_xlabel('ln(wavelength)') 166 | ax.set_ylabel('ln(flux) - scale factor') 167 | 168 | fig,ax = plt.subplots(1,1,figsize=(12,4)) 169 | for i,d in enumerate(subset): 170 | ax.plot(d[0], (np.exp(d[1]) - np.exp(mu[i])) + 1000*i, color='black') 171 | ax.set_xlabel('ln(wavelength)') 172 | ax.set_ylabel('(O - C) + offset') 173 | 174 | fig,(ax1,ax2) = plt.subplots(2,1,figsize=(12,8)) 175 | d = subset[0] 176 | ax1.plot(np.exp(d[0]), np.exp(d[1]), color='black') 177 | ax1.plot(np.exp(d[0]), np.exp(mu[0]), color='red') 178 | ax2.plot(np.exp(d[0]), (np.exp(d[1]) - np.exp(mu[0])), color='black') 179 | ax1.set_xlim(np.exp([wave_lo,wave_hi])) 180 | ax2.set_xlim(np.exp([wave_lo,wave_hi])) 181 | ax2.set_xlabel(r'Wavelength $(\AA)$') 182 | ax2.set_ylabel('(O - C)') 183 | ax1.set_ylabel('Flux') 184 | 185 | if False: 186 | # PCA time! 187 | # ONLY WORKS IF ALL SPECTRA ARE THE SAME LENGTH 188 | scaled_resids = np.empty((len(subset),len(subset[0][0]))) 189 | for i,s in enumerate(subset): 190 | scaled_resids[i,:] = np.exp(s[1]/scales[i]) - np.exp(mu[i]/scales[i]) 191 | u, s, v = svd(scaled_resids, full_matrices=False) 192 | u.shape, s.shape, v.shape 193 | 194 | plt.scatter(rvs-np.median(rvs), u[:,0], label='PCA 0') 195 | plt.scatter(rvs-np.median(rvs), u[:,1], label='PCA 1') 196 | plt.xlabel('(Relative) Pipeline RV (m/s)') 197 | plt.ylabel('PCA Component Strength') 198 | plt.ylim([-0.1,0.2]) 199 | plt.legend() 200 | plt.savefig('fig/gp_hbeta_rvpca.png') 201 | plt.clf() 202 | 203 | plt.scatter(shks, u[:,0], label='PCA 0') 204 | plt.scatter(shks, u[:,1], label='PCA 1') 205 | plt.xlabel('SHK Index') 206 | plt.ylabel('PCA Component Strength') 207 | plt.ylim([-0.1,0.2]) 208 | plt.legend() 209 | plt.savefig('fig/gp_hbeta_shkpca.png') 210 | plt.clf() 211 | 212 | wave = np.exp(subset[0][0]) 213 | plt.plot(wave, v[0,:], label='PCA 0') 214 | plt.plot(wave, v[1,:], label='PCA 1') 215 | plt.plot(wave, v[2,:], label='PCA 2') 216 | plt.plot(wave, v[3,:], label='PCA 3') 217 | plt.legend() 218 | plt.savefig('fig/gp_hbeta_pca.png') 219 | 220 | 221 | 222 | 223 | -------------------------------------------------------------------------------- /paper/rv.tex: -------------------------------------------------------------------------------- 1 | \documentclass[12pt, letterpaper]{article} 2 | 3 | \newcommand{\acronym}[1]{{\small{#1}}} 4 | \newcommand{\project}[1]{\textsl{#1}} 5 | \newcommand{\Avast}{\project{A$\!$vast}} 6 | 7 | \newcommand{\unit}[1]{\mathrm{#1}} 8 | \newcommand{\m}{\unit{m}} 9 | \newcommand{\s}{\unit{s}} 10 | \newcommand{\mps}{\m\,\s^{-1}} 11 | 12 | \newcommand{\dd}{\mathrm{d}} 13 | \newcommand{\given}{\,|\,} 14 | \newcommand{\normal}{{\mathcal{N}}} 15 | \newcommand{\com}{\mathrm{cm}} 16 | \newcommand{\surf}{\mathrm{sf}} 17 | 18 | \setlength{\parindent}{1.0\baselineskip} 19 | \linespread{1.09} 20 | \raggedbottom 21 | \sloppy 22 | \sloppypar 23 | \frenchspacing 24 | 25 | \begin{document} 26 | 27 | \section*{\Avast: A data-driven method for obtaining extremely precise stellar radial velocities} 28 | 29 | \noindent 30 | by DWH, MB, others 31 | 32 | \paragraph{Abstract:} 33 | In the best radial-velocity experiments, stellar 34 | spectroscopic data are taken with continuously calibrated hardware, 35 | spectra are extracted with very good wavelength solutions, and radial 36 | velocities are determined by cross-correlation with templates. 37 | These approaches have delivered great science---including many 38 | hundreds of planet discoveries---at meter-per-second precisions. 39 | We expect to find far more science---including truly Earth-like 40 | planets around truly Sun-like stars---when these integrated 41 | hardware--software systems deliver centimeter-per-second-ish 42 | precisions. 43 | Here we propose a methodological and software component for this new 44 | era of precision: \Avast, a data-driven method for determining 45 | radial velocities from a set of multiple spectra taken with the same 46 | instrument over multiple epochs. 47 | \Avast\ takes a data-driven approach to the radial-velocity 48 | measurement; it delivers only relative velocities, not absolute 49 | velocities, but it does so at nearly the Cram\'er--Rao bound. 50 | Importantly, \Avast\ is capable of locating and modeling changes in 51 | the stellar spectrum that are covariant with velocity. 52 | That is, if some component of a star's apparent velocity shifts are 53 | not due to stellar radial velocity but simply surface convection, 54 | activity, sunspots, or rotation, and these surface effects create 55 | spectral changes that go beyond pure velocity shifts, \Avast\ can find 56 | them and exploit them to improve radial-velocity measurements. 57 | The fundamental technology underlying \Avast\ is probabilistic 58 | (Bayesian) regression, with some hierarchical parameters. 59 | 60 | \section{Introduction} 61 | 62 | There is a remarkable collection of spectrographs and data-analysis 63 | pipelines being used for exoplanet discovery and characterization. 64 | They routinely produce radial-velocity measurements with a precision, 65 | or scatter about the mean, of about $1\,\mps$. 66 | Why not better? 67 | If you compute the Cram\'er-Rao bound for typical spectra, it is much 68 | more precise than this; that is, we have the photons and the spectral 69 | features to do better. 70 | 71 | One thing we have shown (unpublished, except in blog posts) is that 72 | the problem with these spectrographs is \emph{not} in the software 73 | pipelines. 74 | That is, we can show that spectral calibration and extraction is not 75 | what is causing the precision loss relative to the bounds. 76 | This means that either the problem is in the hardware upstream of the 77 | detector readout, or else in the atmosphere, interstellar medium, or 78 | the star itself. 79 | This project was motivated by the question: Can we improve radial 80 | velocity measurements if the radial-velocity noise is being generated 81 | by the star itself? 82 | That is, can we separate star-generated radial-velocity noise from 83 | true radial-velocity variations of the stellar center of mass? 84 | (In what follows, we will try to be clear that we are talking about 85 | the star's center of mass, not the center of mass of the planetary or 86 | stellar system of which the star is a part; that latter center of mass 87 | doesn't accelerate much!) 88 | Some of what we do will also apply to certain kinds of atmospheric or 89 | instrumental effects, as we will note below. 90 | 91 | Imagine that we are trying to make precise measurements of a stellar 92 | velocity, by taking a precise spectrum of a stellar surface, 93 | integrated over the stellar disk visible to us during the 94 | spectroscopic exposure. 95 | Because the star is convective at its surface with a finite number (or 96 | size) of convection cells, and because the star is oscillating, 97 | rotating, showing star spots, and flaring, the velocity we measure 98 | will not be as cleanly related to the center-of-mass motion of the 99 | star as we would like. 100 | What we really measure is a superposition of the stellar 101 | center-of-mass velocity and a mean surface-velocity anomaly, where the 102 | relevant mean is taken by integrating over the visible-to-us surface 103 | of the star for the duration of the exposure, in the bandpass of the 104 | spectrograph (and so on). 105 | 106 | It might seem like this surface-velocity anomaly is an intractably 107 | confusing source of noise. 108 | However, if the anomaly is created by a physical process in or near 109 | the surface of the star, it is probably---only probably, I'm 110 | afraid---also associated with a spectral change that goes beyond pure 111 | Doppler Shift. 112 | 113 | \section{Assumptions and method} 114 | 115 | The most important assumptions we make in this work are the following: 116 | \begin{itemize}\itemsep=0ex 117 | \item There are $N$ multiple extracted spectra of the same star, taken 118 | at (fictitious) Solar-System barycentric times (epochs) $t_n$. Each 119 | of these spectra has been continuum normalized properly, and is 120 | represented on a grid of $M$ wavelength pixels $\lambda_m$ in the 121 | (fictitious) Solar-System barycentric rest frame. We assume (perhaps 122 | naively) that both the times $t_n$ and wavelengths $\lambda_m$ are 123 | very precisely known. 124 | \item At each pixel $m$ of each spectrum $n$ there is Gaussian noise, 125 | drawn from a distribution with zero mean and known variance 126 | $\sigma^2_{mn}$. 127 | \item At each epoch $n$, there is a true radial velocity displacement 128 | $\Delta v_{\com,n}$ of the (center of mass of the) star, a true 129 | (integrated, visible-to-the-spectrograph) radial-velocity 130 | displacement $\Delta v_{\surf,n}$ of the surface of thes star, and 131 | also some kind of spectral distortion. That is, there is a 132 | composite Doppler shift and a spectral change at every epoch. 133 | \item We expect some aspects of the spectral distortions to be sparse 134 | in wavelength-space. That is, we expect only a few, isolated lines 135 | to participate in (say) the surface-velocity-related distortion. 136 | \item We expect other aspects of the spectral distortions to be low 137 | rank; these might be caused by systematic problems in the 138 | spectrograph, or in the continuum normalization procedures. 139 | \item We expect that the center-of-mass velocity is set by some kind 140 | of kinematic or dynamical model (such as the two-body orbit problem) 141 | and any distortions to be set by some kind of stochastic process. 142 | \end{itemize} 143 | 144 | Our model (likelihood) is described by 145 | \begin{eqnarray} 146 | y_{mn} &=& f(\lambda'_{mn}) + h(\lambda'_{mn})\,\beta_{\surf, n} + \mathrm{systematics}_{mn} + \mathrm{noise}_{mn} 147 | \\ 148 | \lambda'_{mn} &=& \lambda_m\,\sqrt{\frac{1 - \beta_n}{1 + \beta_n}} 149 | \\ 150 | \beta_n &=& \beta_{\com,n} + \beta_{\surf, n} 151 | \\ 152 | \beta &\equiv& \frac{\Delta v}{c} 153 | \quad , 154 | \end{eqnarray} 155 | where the $y_{mn}$ is the continuum-normalized flux in pixel $m$ of 156 | spectrum $n$, $f()$ and $h()$ are functions of 157 | wavelength,$\lambda'_{mn}$ is the stellar rest-frame wavelength 158 | corresponding to the barycentric wavelength $\lambda_m$ observed at 159 | (dimensionless) velocity $\beta_n$, and the velocity $\beta_n$ is 160 | composed of a center-of-mass part $\beta_{\com,n}$ and a (integrated 161 | apparent) surface part $\beta_{\surf,n}$. 162 | There are both (independent-ish, pixel) noise contributions and 163 | (covariant, low-rank) systematics contrributions to the observed 164 | signal. 165 | We represent or generate these functions and latent variables 166 | with the following: 167 | \begin{eqnarray} 168 | f(\lambda) &=& \sum_{\ell=0}^{L-1} a_\ell\,g_\ell(\lambda) 169 | \\ 170 | h(\lambda) &=& \sum_{\ell=0}^{L-1} b_\ell\,g_\ell(\lambda) 171 | \\ 172 | \beta_{\com,n} &=& q(t_n; \omega) 173 | \\ 174 | p(\beta_\surf \given V_\surf) &=& \normal(\beta_\surf \given 0, V_\surf) 175 | \quad , 176 | \end{eqnarray} 177 | where the $a_\ell$ are expansion coefficients, the $g_\ell(\lambda)$ 178 | are basis functions (perhaps compact in wavelength), $q(t;\omega)$ is 179 | the radial velocity expectation for a two-body orbit with orbital 180 | parameters $\omega$, and $V_\surf$ is a velocity variance for 181 | (integrated, apparent) surface motions. 182 | We also have both systematics and noise, which we model with covariant 183 | and independent Gaussians: 184 | \begin{eqnarray} 185 | \mathrm{systematics}_{mn} &=& \sum_{t=0}^{T-1} A_{nt}\,G_t(\lambda'_{mn}) 186 | \\ 187 | p(A_{nt}\given V_t) &=& \normal(A_{nt}\given 0,V_t) 188 | \\ 189 | p(\mathrm{noise}_{mn}) &=& \normal(\mathrm{noise}_{mn}\given 0,\sigma_{mn}^2) 190 | \quad , 191 | \end{eqnarray} 192 | where the $A_{nt}$ are systematic noise amplitudes drawn from a 193 | Gaussians of variance $V_t$, the $G_{t}()$ are systematics functions 194 | (eigenfunctions, perhaps), and the pixel noise is all drawn 195 | independently (but heteroskedastically). 196 | Note that nothing about this model requires that the wavelength grid 197 | $\lambda_m$ be the same from spectrum to spectrum (that is, the 198 | wavelength grid can depend on $n$), and there is no requirement that 199 | the data at different epochs be similar in signal-to-noise. We do, 200 | effectively, at this point, assume that instrument resolution is 201 | identical (or very similar) from epoch to epoch. 202 | 203 | 204 | \paragraph{Acknowledgements:} 205 | Thanks to DFM for helping with the model. 206 | 207 | \end{document} 208 | -------------------------------------------------------------------------------- /code/triangle_basis.py: -------------------------------------------------------------------------------- 1 | """ 2 | This file is part of the Avast project. 3 | Copyright 2016 Megan Bedell (Chicago) and David W. Hogg (NYU). 4 | """ 5 | import glob 6 | import numpy as np 7 | import matplotlib.pyplot as plt 8 | from matplotlib.ticker import MultipleLocator, FormatStrFormatter 9 | from scipy.optimize import minimize 10 | from scipy.linalg import svd 11 | from scipy.io.idl import readsav 12 | c = 2.99792458e8 # m/s 13 | xi_scale = 1.e7 14 | scale_scale = 1.e-4 15 | am_penalty = 1.0 # MAGIC NUMBER 16 | xi_penalty = 3.e-6 # MAGIC NUMBER (1 km/s-ish) 17 | 18 | def unpack_pars(pars, n_ms, n_epoch): 19 | # unpack parameters 20 | ams = pars[0:n_ms] 21 | scales = pars[n_ms:n_ms+n_epoch] / scale_scale 22 | xis = pars[n_ms+n_epoch:] / xi_scale 23 | return ams, scales, xis 24 | 25 | def xi_to_v(xi): 26 | # translate ln(wavelength) Doppler shift to a velocity in m/s 27 | return np.tanh(xi) * c 28 | 29 | def v_to_xi(v): 30 | return np.arctanh(v/c) 31 | 32 | def g(xs, xms, del_x): 33 | # returns values of triangle components centered on xms at location xs 34 | # xs & xms must be broadcastable 35 | return np.maximum(1. - np.abs(xs - xms)/del_x, 0.) 36 | 37 | def dg_dx(xs, xms, del_x): 38 | # return the derivatives of `g()` 39 | signs = np.sign(xms - xs) 40 | signs[np.abs(xms - xs) > del_x] = 0. 41 | return signs/del_x 42 | 43 | def f(xs, xms, del_x, ams): 44 | # returns values of triangle-based model f(x) at xs 45 | # xs : ln(wavelength) at point(s) of interest 46 | # xms : ln(wavelength) grid, shape (M) 47 | # del_x : ln(wavelength) spacing of xms 48 | # ams : function coefficients, shape (M) 49 | return np.sum(ams[None,:] * g(xs[:,None], xms[None,:], del_x), axis=1) 50 | 51 | def resid_function(pars, xs, ys, yerrs, xms, del_x): 52 | """ 53 | function to minimize 54 | 55 | ## bugs: 56 | - needs proper comment header. 57 | - array indexing is very brittle. 58 | - penalty terms are arbitrary. 59 | """ 60 | n_epoch = len(xs) 61 | n_ms = len(xms) 62 | n_x = len(xs[0]) # assumes all xs are the same length 63 | ams, scales, xis = unpack_pars(pars, n_ms, n_epoch) 64 | resid = np.zeros((n_epoch*n_x + n_ms + n_epoch)) 65 | for j in range(n_epoch): 66 | xprimes = xs[j] + xis[j] 67 | calc = scales[j] * f(xprimes, xms, del_x, ams) 68 | resid[j*n_x:(j+1)*n_x] = (ys[j] - calc) / yerrs[j] 69 | resid[-n_epoch-n_ms:-n_epoch] = (ams - 1.) / am_penalty 70 | resid[-n_epoch:] = (xis - 0.) / xi_penalty 71 | return resid.flatten() 72 | 73 | def resid_deriv(pars, xs, ys, yerrs, xms, del_x): 74 | """ 75 | derivatives of resid_function() wrt pars 76 | """ 77 | n_epoch = len(xs) 78 | n_ms = len(xms) 79 | n_x = len(xs[0]) # assumes all xs are the same length 80 | ams, scales, xis = unpack_pars(pars, n_ms, n_epoch) 81 | resid_deriv = np.zeros((n_epoch*n_x + n_ms + n_epoch, len(pars))) 82 | for j in range(n_epoch): 83 | xprimes = xs[j] + xis[j] 84 | dy_dams = scales[j] * g(xprimes[:,None], xms[None,:], del_x) 85 | resid_deriv[j*n_x:(j+1)*n_x,:n_ms] = - dy_dams / (yerrs[j])[:,None] 86 | dy_dsj = f(xprimes, xms, del_x, ams) 87 | resid_deriv[j*n_x:(j+1)*n_x,n_ms+j] = - dy_dsj / yerrs[j] / scale_scale 88 | dy_dxij = scales[j] * np.sum(ams[None,:] * dg_dx(xprimes[:,None], 89 | xms[None,:], del_x), axis=1) 90 | resid_deriv[j*n_x:(j+1)*n_x,-n_epoch+j] = - dy_dxij / yerrs[j] / xi_scale 91 | resid_deriv[-n_epoch-n_ms:-n_epoch,:n_ms] = np.eye(n_ms) / am_penalty 92 | resid_deriv[-n_epoch:,-n_epoch:] = np.eye(n_epoch) / xi_penalty / xi_scale 93 | return resid_deriv 94 | 95 | def obj_function(pars, xs, ys, yerrs, xms, del_x): 96 | # scalar objective function 97 | resid = resid_function(pars, xs, ys, yerrs, xms, del_x) 98 | return np.dot(resid, resid) 99 | 100 | def obj_deriv(pars, xs, ys, yerrs, xms, del_x): 101 | # derivative of objective function 102 | resid = resid_function(pars, xs, ys, yerrs, xms, del_x) 103 | matrix = resid_deriv(pars, xs, ys, yerrs, xms, del_x) 104 | return 2.0 * np.dot(resid, matrix) 105 | 106 | def min_v(pars, i, xs, ys, yerrs, xms, del_x): 107 | # do a simple minimization of just one xi parameter 108 | # i : epoch # to minimize, 0-2 109 | tmp_pars = np.copy(pars) 110 | obj = [] # objective function 111 | xi0 = [] 112 | for xi in np.linspace(xis[i]-1.,xis[i]+1.,100): 113 | tmp_pars[-n_epoch+i] = xi 114 | resids = resid_function(tmp_pars, xs, ys, yerrs, xms, del_x) 115 | obj = np.append(obj, np.dot(resids,resids)) 116 | xi0 = np.append(xi0,xi) 117 | plt.clf() 118 | plt.plot(xi_to_v(xi0),obj) 119 | plt.axvline(xi_to_v(xis[i])) 120 | plt.xlabel('v (m/s)') 121 | plt.ylabel('objective function') 122 | plt.savefig('objectivefn_v{0}.png'.format(i)) 123 | xi_min = xi0[np.argmin(obj)] 124 | tmp_pars[-n_epoch+i] = xi_min 125 | return tmp_pars 126 | 127 | def save_plot(xs, obs, calc, resid, x_plot, calc_plot, save_name, i): 128 | xs = np.e**xs 129 | x_plot = np.e**x_plot 130 | fig = plt.figure() 131 | 132 | ax1 = fig.add_subplot(2,1,1) 133 | ax1.step(xs,obs, color='black', label='Observed') 134 | ax1.plot(x_plot,calc_plot, color='red', label='Calculated') 135 | ax1.set_ylabel('Flux') 136 | #ax1.legend() 137 | ax1.set_title('Epoch {0}'.format(i)) 138 | ax1.set_xticklabels( () ) 139 | ax2 = fig.add_subplot(2,1,2) 140 | ax2.step(xs,obs - calc, color='black') 141 | ax2.step(xs,resid, color='red') 142 | ax2.set_ylabel('(O-C)') 143 | ax2.ticklabel_format(useOffset=False) 144 | ax2.set_xlabel(r'Wavelength ($\AA$)') 145 | majorLocator = MultipleLocator(1) 146 | minorLocator = MultipleLocator(0.1) 147 | ax1.xaxis.set_minor_locator(minorLocator) 148 | ax1.xaxis.set_major_locator(majorLocator) 149 | ax2.xaxis.set_minor_locator(minorLocator) 150 | ax2.xaxis.set_major_locator(majorLocator) 151 | majorLocator = MultipleLocator(5000) 152 | ax1.yaxis.set_major_locator(majorLocator) 153 | majorLocator = MultipleLocator(200) 154 | ax2.yaxis.set_major_locator(majorLocator) 155 | ax2.set_ylim([-500,500]) 156 | fig.subplots_adjust(hspace=0.05) 157 | ax1.set_xlim([x_plot.min(),x_plot.max()]) 158 | ax2.set_xlim([x_plot.min(),x_plot.max()]) 159 | 160 | plt.savefig(save_name) 161 | 162 | if __name__ == "__main__": 163 | data_dir = '../data/halpha/' 164 | 165 | print "Reading files..." 166 | filelist = glob.glob(data_dir+'*.txt') 167 | nfile = len(filelist) 168 | xs = None 169 | for e,fn in enumerate(filelist): 170 | w, s = np.loadtxt(fn, unpack=True) 171 | if xs is None: 172 | nwave = len(w) 173 | xs, ys = np.zeros([nfile,nwave]), np.zeros([nfile,nwave]) 174 | assert len(w) == nwave 175 | xs[e] = np.log(w) 176 | ys[e] = s 177 | 178 | print "Got data!" 179 | yerrs = np.sqrt(ys) # assumes Poisson noise and a gain of 1.0 180 | del_x = 1.3e-5/2.0 181 | xms = np.arange(np.min(xs) - 0.5 * del_x, np.max(xs) + 0.99 * del_x, del_x) 182 | 183 | # initial fit to ams & scales: 184 | fa = (xs, ys, yerrs, xms, del_x) 185 | n_epoch = len(xs) 186 | n_ms = len(xms) 187 | ams0 = np.ones(n_ms) 188 | scales0 = [np.median(s) * scale_scale for s in ys] 189 | xis0 = np.zeros(n_epoch) * xi_scale 190 | #xis0 = np.random.normal(size=n_epoch)/1.e7 # ~10 m/s level 191 | pars0 = np.append(ams0, np.append(scales0, xis0)) 192 | 193 | print "Optimizing...." 194 | 195 | gtol = 1.e-9 196 | res = minimize(obj_function, pars0, args=fa, method='BFGS', jac=obj_deriv) 197 | print "Solution achieved!" 198 | 199 | # look at the fit: 200 | pars = res['x'] 201 | ams, scales, xis = unpack_pars(pars, n_ms, n_epoch) 202 | vs = xi_to_v(xis) 203 | print "Velocities:", vs 204 | 205 | calcs = np.zeros((n_epoch, len(xs[e]))) 206 | for e in range(n_epoch): 207 | xprimes = xs[e] + xis[e] 208 | calc = f(xprimes, xms, del_x, ams * scales[e]) 209 | x_plot = np.linspace(xprimes[0],xprimes[-1],num=5000) 210 | calc_plot = f(x_plot+xis[e], xms, del_x, ams * scales[e]) 211 | resid = resid_function(pars, xs, ys, yerrs, xms, del_x) 212 | n_x = len(xs[e]) 213 | resid = resid[e*n_x:(e+1)*n_x] * yerrs[e] 214 | if e == 0: 215 | save_plot(xs[e], ys[e], calc, resid, x_plot, calc_plot, 'fig/epoch'+str(e)+'.pdf', e) 216 | calcs[e] = calc 217 | 218 | 219 | scaled_resids = (ys - calcs) / scales[:,None] 220 | u, s, v = svd(scaled_resids, full_matrices=False) 221 | u.shape, s.shape, v.shape 222 | 223 | data_dir = "/Users/mbedell/Documents/Research/HARPSTwins/Results/" 224 | pipeline = readsav(data_dir+'HIP22263_result.dat') 225 | plt.scatter((pipeline.rv-np.mean(pipeline.rv))*1.e3, u[:,0]) 226 | plt.xlabel('(Relative) Pipeline RV (m/s)') 227 | plt.ylabel('First PCA Component') 228 | plt.savefig('fig/halpha_rvpca.png') 229 | plt.clf() 230 | 231 | plt.scatter((pipeline.shk), u[:,0]) 232 | plt.xlabel('SHK Index') 233 | plt.ylabel('First PCA Component') 234 | plt.savefig('fig/halpha_shkpca.png') 235 | 236 | 237 | 238 | if False: 239 | # plotting objective function with various parameters: 240 | tmp_pars = np.copy(pars) 241 | obj = [] # objective function 242 | a20 = [] 243 | for a in np.linspace(ams[20]-100.,ams[20]+100.,100): 244 | tmp_pars[20] = a 245 | resids = resid_function(tmp_pars, xs, ys, yerrs, xms, del_x) 246 | obj = np.append(obj, np.dot(resids,resids)) 247 | a20 = np.append(a20,a) 248 | plt.clf() 249 | plt.plot(a20,obj) 250 | plt.axvline(ams[20], linestyle='solid') 251 | plt.xlabel(r'a$_{20}$') 252 | plt.ylabel('objective function') 253 | plt.savefig('objectivefn_a20.png') 254 | plt.clf() 255 | 256 | tmp_pars = np.copy(pars) 257 | obj = [] # objective function 258 | scale0 = [] 259 | for s in np.linspace(scales[0]*0.95,scales[0]*1.05,100): 260 | tmp_pars[n_ms] = s 261 | resids = resid_function(tmp_pars, xs, ys, yerrs, xms, del_x) 262 | obj = np.append(obj, np.dot(resids,resids)) 263 | scale0 = np.append(scale0,s) 264 | plt.clf() 265 | plt.plot(scale0,obj) 266 | plt.axvline(scales[0], linestyle='solid') 267 | plt.xlabel(r'scale$_{0}$') 268 | plt.ylabel('objective function') 269 | plt.savefig('objectivefn_scale0.png') 270 | plt.clf() 271 | 272 | tmp_pars = np.copy(pars) 273 | obj = [] # objective function 274 | xi0 = [] 275 | for xi in np.linspace(xis[0]*0.95,xis[0]*1.05,100): 276 | tmp_pars[n_ms+n_epoch] = xi 277 | resids = resid_function(tmp_pars, xs, ys, yerrs, xms, del_x) 278 | obj = np.append(obj, np.dot(resids,resids)) 279 | xi0 = np.append(xi0,xi) 280 | plt.clf() 281 | plt.plot(xi0,obj) 282 | plt.axvline(xis[0], linestyle='solid') 283 | plt.xlabel(r'$\xi_{0}$') 284 | plt.ylabel('objective function') 285 | plt.savefig('objectivefn_xi0.png') 286 | plt.clf() 287 | 288 | 289 | ''''' 290 | # optimize one epoch at a time: 291 | for i in range(n_epoch): 292 | pars = min_v(pars, i, xs, ys, xms, del_x) 293 | resids = resid_function(pars, xs, ys, xms, del_x) 294 | ams, scales, xis = unpack_pars(pars, n_ms, n_epoch) 295 | print "Optimization of velocity at epoch {0}:".format(i) 296 | print "Objective function value: {0}".format(np.dot(resids,resids)) 297 | #vs = xi_to_v(xis) 298 | #print "Velocities:", vs 299 | ''' 300 | -------------------------------------------------------------------------------- /data/binary_star/test_spec1.txt: -------------------------------------------------------------------------------- 1 | # BJD: 2456042.7194, HARPS RV: -20.4896025353 km/s, relative HARPS RV: 433.891829978 m/s 2 | 6.244010000000000218e+03 1.774486914062500000e+04 3 | 6.244020000000000437e+03 1.731106054687500000e+04 4 | 6.244029999999999745e+03 1.688232617187500000e+04 5 | 6.244039999999999964e+03 1.671906054687500000e+04 6 | 6.244049999999999272e+03 1.675633984375000000e+04 7 | 6.244059999999999491e+03 1.691981250000000000e+04 8 | 6.244069999999999709e+03 1.728232226562500000e+04 9 | 6.244079999999999927e+03 1.781380468750000000e+04 10 | 6.244090000000000146e+03 1.831562695312500000e+04 11 | 6.244100000000000364e+03 1.876287304687500000e+04 12 | 6.244109999999999673e+03 1.918505078125000000e+04 13 | 6.244119999999999891e+03 1.970204882812500000e+04 14 | 6.244129999999999200e+03 2.034806835937500000e+04 15 | 6.244139999999999418e+03 2.084378125000000000e+04 16 | 6.244149999999999636e+03 2.118778906250000000e+04 17 | 6.244159999999999854e+03 2.160599414062500000e+04 18 | 6.244170000000000073e+03 2.195841210937500000e+04 19 | 6.244180000000000291e+03 2.207914648437500000e+04 20 | 6.244190000000000509e+03 2.234181640625000000e+04 21 | 6.244199999999999818e+03 2.282320898437500000e+04 22 | 6.244210000000000036e+03 2.292554687500000000e+04 23 | 6.244219999999999345e+03 2.275309960937500000e+04 24 | 6.244229999999999563e+03 2.279714648437500000e+04 25 | 6.244239999999999782e+03 2.292033789062500000e+04 26 | 6.244250000000000000e+03 2.295675976562500000e+04 27 | 6.244260000000000218e+03 2.300027539062500000e+04 28 | 6.244270000000000437e+03 2.306928906250000000e+04 29 | 6.244279999999999745e+03 2.308030664062500000e+04 30 | 6.244289999999999964e+03 2.308158789062500000e+04 31 | 6.244299999999999272e+03 2.315747656250000000e+04 32 | 6.244309999999999491e+03 2.313675781250000000e+04 33 | 6.244319999999999709e+03 2.296534179687500000e+04 34 | 6.244329999999999927e+03 2.306119921875000000e+04 35 | 6.244340000000000146e+03 2.338512695312500000e+04 36 | 6.244350000000000364e+03 2.349189062500000000e+04 37 | 6.244359999999999673e+03 2.342732617187500000e+04 38 | 6.244369999999999891e+03 2.332797070312500000e+04 39 | 6.244379999999999200e+03 2.324497656250000000e+04 40 | 6.244389999999999418e+03 2.323419140625000000e+04 41 | 6.244399999999999636e+03 2.342239648437500000e+04 42 | 6.244409999999999854e+03 2.360679492187500000e+04 43 | 6.244420000000000073e+03 2.337034765625000000e+04 44 | 6.244430000000000291e+03 2.317236523437500000e+04 45 | 6.244440000000000509e+03 2.340761328125000000e+04 46 | 6.244449999999999818e+03 2.361404882812500000e+04 47 | 6.244460000000000036e+03 2.360827734375000000e+04 48 | 6.244469999999999345e+03 2.346921875000000000e+04 49 | 6.244479999999999563e+03 2.335467968750000000e+04 50 | 6.244489999999999782e+03 2.345065429687500000e+04 51 | 6.244500000000000000e+03 2.350471289062500000e+04 52 | 6.244510000000000218e+03 2.337154101562500000e+04 53 | 6.244520000000000437e+03 2.327568164062500000e+04 54 | 6.244529999999999745e+03 2.326437109375000000e+04 55 | 6.244539999999999964e+03 2.327406835937500000e+04 56 | 6.244549999999999272e+03 2.332090234375000000e+04 57 | 6.244559999999999491e+03 2.342192968750000000e+04 58 | 6.244569999999999709e+03 2.347693945312500000e+04 59 | 6.244579999999999927e+03 2.342912109375000000e+04 60 | 6.244590000000000146e+03 2.327130273437500000e+04 61 | 6.244600000000000364e+03 2.315738867187500000e+04 62 | 6.244609999999999673e+03 2.334190820312500000e+04 63 | 6.244619999999999891e+03 2.349149804687500000e+04 64 | 6.244629999999999200e+03 2.335202343750000000e+04 65 | 6.244639999999999418e+03 2.326993359375000000e+04 66 | 6.244649999999999636e+03 2.336329492187500000e+04 67 | 6.244659999999999854e+03 2.355434375000000000e+04 68 | 6.244670000000000073e+03 2.367130468750000000e+04 69 | 6.244680000000000291e+03 2.352368164062500000e+04 70 | 6.244690000000000509e+03 2.335159375000000000e+04 71 | 6.244699999999999818e+03 2.330847265625000000e+04 72 | 6.244710000000000036e+03 2.334005859375000000e+04 73 | 6.244719999999999345e+03 2.340682617187500000e+04 74 | 6.244729999999999563e+03 2.345861132812500000e+04 75 | 6.244739999999999782e+03 2.343663281250000000e+04 76 | 6.244750000000000000e+03 2.330337500000000000e+04 77 | 6.244760000000000218e+03 2.318621484375000000e+04 78 | 6.244770000000000437e+03 2.317550976562500000e+04 79 | 6.244779999999999745e+03 2.336260156250000000e+04 80 | 6.244789999999999964e+03 2.353415820312500000e+04 81 | 6.244799999999999272e+03 2.335075781250000000e+04 82 | 6.244809999999999491e+03 2.324871484375000000e+04 83 | 6.244819999999999709e+03 2.348987304687500000e+04 84 | 6.244829999999999927e+03 2.351992187500000000e+04 85 | 6.244840000000000146e+03 2.329560351562500000e+04 86 | 6.244850000000000364e+03 2.321447265625000000e+04 87 | 6.244859999999999673e+03 2.326690429687500000e+04 88 | 6.244869999999999891e+03 2.335341601562500000e+04 89 | 6.244879999999999200e+03 2.332831054687500000e+04 90 | 6.244889999999999418e+03 2.318214062500000000e+04 91 | 6.244899999999999636e+03 2.320588476562500000e+04 92 | 6.244909999999999854e+03 2.334176367187500000e+04 93 | 6.244920000000000073e+03 2.335005664062500000e+04 94 | 6.244930000000000291e+03 2.334308789062500000e+04 95 | 6.244940000000000509e+03 2.341647656250000000e+04 96 | 6.244949999999999818e+03 2.338320312500000000e+04 97 | 6.244960000000000036e+03 2.325021484375000000e+04 98 | 6.244969999999999345e+03 2.327183789062500000e+04 99 | 6.244979999999999563e+03 2.336757421875000000e+04 100 | 6.244989999999999782e+03 2.337026562500000000e+04 101 | 6.245000000000000000e+03 2.335825390625000000e+04 102 | 6.245010000000000218e+03 2.338633984375000000e+04 103 | 6.245020000000000437e+03 2.343076953125000000e+04 104 | 6.245029999999999745e+03 2.341495703125000000e+04 105 | 6.245039999999999964e+03 2.320201562500000000e+04 106 | 6.245049999999999272e+03 2.301929101562500000e+04 107 | 6.245059999999999491e+03 2.307161718750000000e+04 108 | 6.245069999999999709e+03 2.301726757812500000e+04 109 | 6.245079999999999927e+03 2.273649218750000000e+04 110 | 6.245090000000000146e+03 2.239814257812500000e+04 111 | 6.245100000000000364e+03 2.209011328125000000e+04 112 | 6.245109999999999673e+03 2.186271093750000000e+04 113 | 6.245119999999999891e+03 2.129433984375000000e+04 114 | 6.245129999999999200e+03 2.021881250000000000e+04 115 | 6.245139999999999418e+03 1.946808203125000000e+04 116 | 6.245149999999999636e+03 1.907344531250000000e+04 117 | 6.245159999999999854e+03 1.843011328125000000e+04 118 | 6.245170000000000073e+03 1.785380468750000000e+04 119 | 6.245180000000000291e+03 1.775329296875000000e+04 120 | 6.245190000000000509e+03 1.768158593750000000e+04 121 | 6.245199999999999818e+03 1.753041992187500000e+04 122 | 6.245210000000000036e+03 1.785426562500000000e+04 123 | 6.245219999999999345e+03 1.846513085937500000e+04 124 | 6.245229999999999563e+03 1.883048242187500000e+04 125 | 6.245239999999999782e+03 1.928379296875000000e+04 126 | 6.245250000000000000e+03 2.006248242187500000e+04 127 | 6.245260000000000218e+03 2.066500195312500000e+04 128 | 6.245270000000000437e+03 2.103989062500000000e+04 129 | 6.245279999999999745e+03 2.156691796875000000e+04 130 | 6.245289999999999964e+03 2.207905859375000000e+04 131 | 6.245299999999999272e+03 2.231426562500000000e+04 132 | 6.245309999999999491e+03 2.251426171875000000e+04 133 | 6.245319999999999709e+03 2.278588671875000000e+04 134 | 6.245329999999999927e+03 2.293149609375000000e+04 135 | 6.245340000000000146e+03 2.300004687500000000e+04 136 | 6.245350000000000364e+03 2.317468945312500000e+04 137 | 6.245359999999999673e+03 2.329013281250000000e+04 138 | 6.245369999999999891e+03 2.321041601562500000e+04 139 | 6.245379999999999200e+03 2.314362304687500000e+04 140 | 6.245389999999999418e+03 2.316166015625000000e+04 141 | 6.245399999999999636e+03 2.321250390625000000e+04 142 | 6.245409999999999854e+03 2.327160156250000000e+04 143 | 6.245420000000000073e+03 2.330946093750000000e+04 144 | 6.245430000000000291e+03 2.321880078125000000e+04 145 | 6.245440000000000509e+03 2.300672460937500000e+04 146 | 6.245449999999999818e+03 2.301675000000000000e+04 147 | 6.245460000000000036e+03 2.314764648437500000e+04 148 | 6.245469999999999345e+03 2.300877539062500000e+04 149 | 6.245479999999999563e+03 2.292126562500000000e+04 150 | 6.245489999999999782e+03 2.317943359375000000e+04 151 | 6.245500000000000000e+03 2.334976367187500000e+04 152 | 6.245510000000000218e+03 2.329401757812500000e+04 153 | 6.245520000000000437e+03 2.320791406250000000e+04 154 | 6.245529999999999745e+03 2.311698437500000000e+04 155 | 6.245539999999999964e+03 2.301702929687500000e+04 156 | 6.245549999999999272e+03 2.308379296875000000e+04 157 | 6.245559999999999491e+03 2.333238671875000000e+04 158 | 6.245569999999999709e+03 2.324977929687500000e+04 159 | 6.245579999999999927e+03 2.295885351562500000e+04 160 | 6.245590000000000146e+03 2.304499218750000000e+04 161 | 6.245600000000000364e+03 2.316497656250000000e+04 162 | 6.245609999999999673e+03 2.294728906250000000e+04 163 | 6.245619999999999891e+03 2.278179687500000000e+04 164 | 6.245629999999999200e+03 2.277054882812500000e+04 165 | 6.245639999999999418e+03 2.261859570312500000e+04 166 | 6.245649999999999636e+03 2.241868359375000000e+04 167 | 6.245659999999999854e+03 2.238952148437500000e+04 168 | 6.245670000000000073e+03 2.241084179687500000e+04 169 | 6.245680000000000291e+03 2.236254492187500000e+04 170 | 6.245690000000000509e+03 2.212966015625000000e+04 171 | 6.245699999999999818e+03 2.177913281250000000e+04 172 | 6.245710000000000036e+03 2.153821484375000000e+04 173 | 6.245719999999999345e+03 2.138322070312500000e+04 174 | 6.245729999999999563e+03 2.123565234375000000e+04 175 | 6.245739999999999782e+03 2.091533007812500000e+04 176 | 6.245750000000000000e+03 2.040776367187500000e+04 177 | 6.245760000000000218e+03 1.995456054687500000e+04 178 | 6.245770000000000437e+03 1.948785742187500000e+04 179 | 6.245779999999999745e+03 1.882621093750000000e+04 180 | 6.245789999999999964e+03 1.796592773437500000e+04 181 | 6.245799999999999272e+03 1.695780664062500000e+04 182 | 6.245809999999999491e+03 1.602423046875000000e+04 183 | 6.245819999999999709e+03 1.513060742187500000e+04 184 | 6.245829999999999927e+03 1.403859765625000000e+04 185 | 6.245840000000000146e+03 1.283291210937500000e+04 186 | 6.245850000000000364e+03 1.166436328125000000e+04 187 | 6.245859999999999673e+03 1.075741015625000000e+04 188 | 6.245869999999999891e+03 1.013003906250000000e+04 189 | 6.245879999999999200e+03 9.479201171875000000e+03 190 | 6.245889999999999418e+03 8.969256835937500000e+03 191 | 6.245899999999999636e+03 8.936284179687500000e+03 192 | 6.245909999999999854e+03 9.175646484375000000e+03 193 | 6.245920000000000073e+03 9.558475585937500000e+03 194 | 6.245930000000000291e+03 1.029619433593750000e+04 195 | 6.245940000000000509e+03 1.132100683593750000e+04 196 | 6.245949999999999818e+03 1.232093066406250000e+04 197 | 6.245960000000000036e+03 1.327937402343750000e+04 198 | 6.245969999999999345e+03 1.425349511718750000e+04 199 | 6.245979999999999563e+03 1.548601269531250000e+04 200 | 6.245989999999999782e+03 1.688339062500000000e+04 201 | 6.246000000000000000e+03 1.773433398437500000e+04 202 | 6.246010000000000218e+03 1.829455078125000000e+04 203 | 6.246020000000000437e+03 1.914685546875000000e+04 204 | 6.246029999999999745e+03 1.985438085937500000e+04 205 | 6.246039999999999964e+03 2.016736132812500000e+04 206 | 6.246049999999999272e+03 2.058988085937500000e+04 207 | 6.246059999999999491e+03 2.109136718750000000e+04 208 | 6.246069999999999709e+03 2.125301367187500000e+04 209 | 6.246079999999999927e+03 2.136196679687500000e+04 210 | 6.246090000000000146e+03 2.173388085937500000e+04 211 | 6.246100000000000364e+03 2.207441210937500000e+04 212 | 6.246109999999999673e+03 2.226279492187500000e+04 213 | 6.246119999999999891e+03 2.238848046875000000e+04 214 | 6.246129999999999200e+03 2.243933984375000000e+04 215 | 6.246139999999999418e+03 2.238790625000000000e+04 216 | 6.246149999999999636e+03 2.246086523437500000e+04 217 | 6.246159999999999854e+03 2.274443750000000000e+04 218 | 6.246170000000000073e+03 2.287891406250000000e+04 219 | 6.246180000000000291e+03 2.286855273437500000e+04 220 | 6.246190000000000509e+03 2.295549218750000000e+04 221 | 6.246199999999999818e+03 2.301357421875000000e+04 222 | 6.246210000000000036e+03 2.292163085937500000e+04 223 | 6.246219999999999345e+03 2.293863671875000000e+04 224 | 6.246229999999999563e+03 2.308574023437500000e+04 225 | 6.246239999999999782e+03 2.305248242187500000e+04 226 | 6.246250000000000000e+03 2.295387890625000000e+04 227 | 6.246260000000000218e+03 2.302452343750000000e+04 228 | 6.246270000000000437e+03 2.311900000000000000e+04 229 | 6.246279999999999745e+03 2.312134179687500000e+04 230 | 6.246289999999999964e+03 2.299408398437500000e+04 231 | 6.246299999999999272e+03 2.291225195312500000e+04 232 | 6.246309999999999491e+03 2.322472851562500000e+04 233 | 6.246319999999999709e+03 2.345877539062500000e+04 234 | 6.246329999999999927e+03 2.321183593750000000e+04 235 | 6.246340000000000146e+03 2.303642578125000000e+04 236 | 6.246350000000000364e+03 2.312955859375000000e+04 237 | 6.246359999999999673e+03 2.334601953125000000e+04 238 | 6.246369999999999891e+03 2.345773828125000000e+04 239 | 6.246379999999999200e+03 2.323810742187500000e+04 240 | 6.246389999999999418e+03 2.310750000000000000e+04 241 | 6.246399999999999636e+03 2.325180078125000000e+04 242 | 6.246409999999999854e+03 2.331230664062500000e+04 243 | 6.246420000000000073e+03 2.331734375000000000e+04 244 | 6.246430000000000291e+03 2.348669335937500000e+04 245 | 6.246440000000000509e+03 2.354098046875000000e+04 246 | 6.246449999999999818e+03 2.330463476562500000e+04 247 | 6.246460000000000036e+03 2.334263671875000000e+04 248 | 6.246469999999999345e+03 2.363033203125000000e+04 249 | 6.246479999999999563e+03 2.350379687500000000e+04 250 | 6.246489999999999782e+03 2.321465625000000000e+04 251 | 6.246500000000000000e+03 2.318993359375000000e+04 252 | 6.246510000000000218e+03 2.331052343750000000e+04 253 | 6.246520000000000437e+03 2.344908398437500000e+04 254 | 6.246529999999999745e+03 2.342938867187500000e+04 255 | 6.246539999999999964e+03 2.329480468750000000e+04 256 | 6.246549999999999272e+03 2.320066992187500000e+04 257 | 6.246559999999999491e+03 2.328417578125000000e+04 258 | 6.246569999999999709e+03 2.356639843750000000e+04 259 | 6.246579999999999927e+03 2.361298437500000000e+04 260 | 6.246590000000000146e+03 2.345322851562500000e+04 261 | 6.246600000000000364e+03 2.352414453125000000e+04 262 | 6.246609999999999673e+03 2.360881250000000000e+04 263 | 6.246619999999999891e+03 2.342671289062500000e+04 264 | 6.246629999999999200e+03 2.322791015625000000e+04 265 | 6.246639999999999418e+03 2.314703710937500000e+04 266 | 6.246649999999999636e+03 2.318222460937500000e+04 267 | 6.246659999999999854e+03 2.326265820312500000e+04 268 | 6.246670000000000073e+03 2.328513671875000000e+04 269 | 6.246680000000000291e+03 2.329918945312500000e+04 270 | 6.246690000000000509e+03 2.333477539062500000e+04 271 | 6.246699999999999818e+03 2.333433203125000000e+04 272 | 6.246710000000000036e+03 2.332042187500000000e+04 273 | 6.246719999999999345e+03 2.337564257812500000e+04 274 | 6.246729999999999563e+03 2.339907617187500000e+04 275 | 6.246739999999999782e+03 2.330556054687500000e+04 276 | 6.246750000000000000e+03 2.327318164062500000e+04 277 | 6.246760000000000218e+03 2.330870898437500000e+04 278 | 6.246770000000000437e+03 2.318920703125000000e+04 279 | 6.246779999999999745e+03 2.304387109375000000e+04 280 | 6.246789999999999964e+03 2.308513867187500000e+04 281 | 6.246799999999999272e+03 2.311318164062500000e+04 282 | 6.246809999999999491e+03 2.301966406250000000e+04 283 | 6.246819999999999709e+03 2.291794921875000000e+04 284 | 6.246829999999999927e+03 2.284234765625000000e+04 285 | 6.246840000000000146e+03 2.280236718750000000e+04 286 | 6.246850000000000364e+03 2.286898242187500000e+04 287 | 6.246859999999999673e+03 2.305315429687500000e+04 288 | 6.246869999999999891e+03 2.304832812500000000e+04 289 | 6.246879999999999200e+03 2.283585351562500000e+04 290 | 6.246889999999999418e+03 2.267679101562500000e+04 291 | 6.246899999999999636e+03 2.262097460937500000e+04 292 | 6.246909999999999854e+03 2.267009960937500000e+04 293 | 6.246920000000000073e+03 2.275443164062500000e+04 294 | 6.246930000000000291e+03 2.280088867187500000e+04 295 | 6.246940000000000509e+03 2.268204687500000000e+04 296 | 6.246949999999999818e+03 2.254157812500000000e+04 297 | 6.246960000000000036e+03 2.263924023437500000e+04 298 | 6.246969999999999345e+03 2.276375781250000000e+04 299 | 6.246979999999999563e+03 2.274964062500000000e+04 300 | 6.246989999999999782e+03 2.263568554687500000e+04 301 | 6.247000000000000000e+03 2.246515039062500000e+04 302 | 6.247010000000000218e+03 2.229970507812500000e+04 303 | 6.247020000000000437e+03 2.208531250000000000e+04 304 | 6.247029999999999745e+03 2.173584765625000000e+04 305 | 6.247039999999999964e+03 2.107108398437500000e+04 306 | 6.247049999999999272e+03 2.015602343750000000e+04 307 | 6.247059999999999491e+03 1.942883007812500000e+04 308 | 6.247069999999999709e+03 1.876238281250000000e+04 309 | 6.247079999999999927e+03 1.788633789062500000e+04 310 | 6.247090000000000146e+03 1.693709570312500000e+04 311 | 6.247100000000000364e+03 1.606251074218750000e+04 312 | 6.247109999999999673e+03 1.548095019531250000e+04 313 | 6.247119999999999891e+03 1.514139550781250000e+04 314 | 6.247129999999999200e+03 1.484905175781250000e+04 315 | 6.247139999999999418e+03 1.466242578125000000e+04 316 | 6.247149999999999636e+03 1.469204980468750000e+04 317 | 6.247159999999999854e+03 1.520421679687500000e+04 318 | 6.247170000000000073e+03 1.610499316406250000e+04 319 | 6.247180000000000291e+03 1.692011328125000000e+04 320 | 6.247190000000000509e+03 1.774556835937500000e+04 321 | 6.247199999999999818e+03 1.874319335937500000e+04 322 | 6.247210000000000036e+03 1.968201171875000000e+04 323 | 6.247219999999999345e+03 2.041833984375000000e+04 324 | 6.247229999999999563e+03 2.088332421875000000e+04 325 | 6.247239999999999782e+03 2.124962304687500000e+04 326 | 6.247250000000000000e+03 2.177727539062500000e+04 327 | 6.247260000000000218e+03 2.221689257812500000e+04 328 | 6.247270000000000437e+03 2.244325976562500000e+04 329 | 6.247279999999999745e+03 2.274868945312500000e+04 330 | 6.247289999999999964e+03 2.307119531250000000e+04 331 | 6.247299999999999272e+03 2.311854687500000000e+04 332 | 6.247309999999999491e+03 2.308086523437500000e+04 333 | 6.247319999999999709e+03 2.315613671875000000e+04 334 | 6.247329999999999927e+03 2.328975976562500000e+04 335 | 6.247340000000000146e+03 2.343260351562500000e+04 336 | 6.247350000000000364e+03 2.351975000000000000e+04 337 | 6.247359999999999673e+03 2.353000976562500000e+04 338 | 6.247369999999999891e+03 2.346059570312500000e+04 339 | 6.247379999999999200e+03 2.340247656250000000e+04 340 | 6.247389999999999418e+03 2.339533984375000000e+04 341 | 6.247399999999999636e+03 2.339835156250000000e+04 342 | 6.247409999999999854e+03 2.339110742187500000e+04 343 | 6.247420000000000073e+03 2.335657617187500000e+04 344 | 6.247430000000000291e+03 2.329658203125000000e+04 345 | 6.247440000000000509e+03 2.320623437500000000e+04 346 | 6.247449999999999818e+03 2.304849414062500000e+04 347 | 6.247460000000000036e+03 2.295988281250000000e+04 348 | 6.247469999999999345e+03 2.323963281250000000e+04 349 | 6.247479999999999563e+03 2.351246093750000000e+04 350 | 6.247489999999999782e+03 2.344233789062500000e+04 351 | 6.247500000000000000e+03 2.348466406250000000e+04 352 | 6.247510000000000218e+03 2.368297460937500000e+04 353 | 6.247520000000000437e+03 2.358082617187500000e+04 354 | 6.247529999999999745e+03 2.334573242187500000e+04 355 | 6.247539999999999964e+03 2.328788085937500000e+04 356 | 6.247549999999999272e+03 2.335506054687500000e+04 357 | 6.247559999999999491e+03 2.345234179687500000e+04 358 | 6.247569999999999709e+03 2.337421875000000000e+04 359 | 6.247579999999999927e+03 2.324136328125000000e+04 360 | 6.247590000000000146e+03 2.332329882812500000e+04 361 | 6.247600000000000364e+03 2.342418359375000000e+04 362 | 6.247609999999999673e+03 2.339531445312500000e+04 363 | 6.247619999999999891e+03 2.333772460937500000e+04 364 | 6.247629999999999200e+03 2.331931054687500000e+04 365 | 6.247639999999999418e+03 2.340825195312500000e+04 366 | 6.247649999999999636e+03 2.350997851562500000e+04 367 | 6.247659999999999854e+03 2.351999609375000000e+04 368 | 6.247670000000000073e+03 2.342057617187500000e+04 369 | 6.247680000000000291e+03 2.330073632812500000e+04 370 | 6.247690000000000509e+03 2.343109179687500000e+04 371 | 6.247699999999999818e+03 2.361949609375000000e+04 372 | 6.247710000000000036e+03 2.357635351562500000e+04 373 | 6.247719999999999345e+03 2.348344531250000000e+04 374 | 6.247729999999999563e+03 2.343730468750000000e+04 375 | 6.247739999999999782e+03 2.336124414062500000e+04 376 | 6.247750000000000000e+03 2.335922070312500000e+04 377 | 6.247760000000000218e+03 2.360842578125000000e+04 378 | 6.247770000000000437e+03 2.373085937500000000e+04 379 | 6.247779999999999745e+03 2.350896289062500000e+04 380 | 6.247789999999999964e+03 2.336036914062500000e+04 381 | 6.247799999999999272e+03 2.336549414062500000e+04 382 | 6.247809999999999491e+03 2.339547656250000000e+04 383 | 6.247819999999999709e+03 2.338281445312500000e+04 384 | 6.247829999999999927e+03 2.329572265625000000e+04 385 | 6.247840000000000146e+03 2.325637109375000000e+04 386 | 6.247850000000000364e+03 2.327269531250000000e+04 387 | 6.247859999999999673e+03 2.321839062500000000e+04 388 | 6.247869999999999891e+03 2.317960351562500000e+04 389 | 6.247879999999999200e+03 2.327633984375000000e+04 390 | 6.247889999999999418e+03 2.336825390625000000e+04 391 | 6.247899999999999636e+03 2.339947656250000000e+04 392 | 6.247909999999999854e+03 2.347095898437500000e+04 393 | 6.247920000000000073e+03 2.350364648437500000e+04 394 | 6.247930000000000291e+03 2.335425585937500000e+04 395 | 6.247940000000000509e+03 2.329870117187500000e+04 396 | 6.247949999999999818e+03 2.346473437500000000e+04 397 | 6.247960000000000036e+03 2.345217187500000000e+04 398 | 6.247969999999999345e+03 2.331020312500000000e+04 399 | 6.247979999999999563e+03 2.338645703125000000e+04 400 | 6.247989999999999782e+03 2.349018945312500000e+04 401 | 6.248000000000000000e+03 2.342248242187500000e+04 402 | 6.248010000000000218e+03 2.328611132812500000e+04 403 | 6.248020000000000437e+03 2.319752343750000000e+04 404 | 6.248029999999999745e+03 2.333925195312500000e+04 405 | 6.248039999999999964e+03 2.350085742187500000e+04 406 | 6.248049999999999272e+03 2.343533789062500000e+04 407 | 6.248059999999999491e+03 2.343397070312500000e+04 408 | 6.248069999999999709e+03 2.356124414062500000e+04 409 | 6.248079999999999927e+03 2.349061132812500000e+04 410 | 6.248090000000000146e+03 2.340598046875000000e+04 411 | 6.248100000000000364e+03 2.364987500000000000e+04 412 | 6.248109999999999673e+03 2.382120898437500000e+04 413 | 6.248119999999999891e+03 2.369206640625000000e+04 414 | 6.248129999999999200e+03 2.352630078125000000e+04 415 | 6.248139999999999418e+03 2.346476953125000000e+04 416 | 6.248149999999999636e+03 2.361068945312500000e+04 417 | 6.248159999999999854e+03 2.365872070312500000e+04 418 | 6.248170000000000073e+03 2.341585156250000000e+04 419 | 6.248180000000000291e+03 2.331609179687500000e+04 420 | 6.248190000000000509e+03 2.340417578125000000e+04 421 | 6.248199999999999818e+03 2.340462109375000000e+04 422 | 6.248210000000000036e+03 2.341520703125000000e+04 423 | 6.248219999999999345e+03 2.354769140625000000e+04 424 | 6.248229999999999563e+03 2.353781640625000000e+04 425 | 6.248239999999999782e+03 2.335037304687500000e+04 426 | 6.248250000000000000e+03 2.326679882812500000e+04 427 | 6.248260000000000218e+03 2.333249804687500000e+04 428 | 6.248270000000000437e+03 2.350926171875000000e+04 429 | 6.248279999999999745e+03 2.351814648437500000e+04 430 | 6.248289999999999964e+03 2.332292578125000000e+04 431 | 6.248299999999999272e+03 2.342581054687500000e+04 432 | 6.248309999999999491e+03 2.365517578125000000e+04 433 | 6.248319999999999709e+03 2.354380468750000000e+04 434 | 6.248329999999999927e+03 2.339745703125000000e+04 435 | 6.248340000000000146e+03 2.343151757812500000e+04 436 | 6.248350000000000364e+03 2.342057031250000000e+04 437 | 6.248359999999999673e+03 2.335349414062500000e+04 438 | 6.248369999999999891e+03 2.335873437500000000e+04 439 | 6.248379999999999200e+03 2.342270312500000000e+04 440 | 6.248389999999999418e+03 2.348160351562500000e+04 441 | 6.248399999999999636e+03 2.329599414062500000e+04 442 | 6.248409999999999854e+03 2.296013476562500000e+04 443 | 6.248420000000000073e+03 2.296353125000000000e+04 444 | 6.248430000000000291e+03 2.309759570312500000e+04 445 | 6.248440000000000509e+03 2.304546875000000000e+04 446 | 6.248449999999999818e+03 2.290338085937500000e+04 447 | 6.248460000000000036e+03 2.275817382812500000e+04 448 | 6.248469999999999345e+03 2.270461523437500000e+04 449 | 6.248479999999999563e+03 2.267555078125000000e+04 450 | 6.248489999999999782e+03 2.256906835937500000e+04 451 | 6.248500000000000000e+03 2.261089257812500000e+04 452 | 6.248510000000000218e+03 2.286739843750000000e+04 453 | 6.248520000000000437e+03 2.299762695312500000e+04 454 | 6.248529999999999745e+03 2.297149804687500000e+04 455 | 6.248539999999999964e+03 2.289924414062500000e+04 456 | 6.248549999999999272e+03 2.286243359375000000e+04 457 | 6.248559999999999491e+03 2.291625781250000000e+04 458 | 6.248569999999999709e+03 2.306180664062500000e+04 459 | 6.248579999999999927e+03 2.314552929687500000e+04 460 | 6.248590000000000146e+03 2.285993359375000000e+04 461 | 6.248600000000000364e+03 2.267936914062500000e+04 462 | 6.248609999999999673e+03 2.298427343750000000e+04 463 | 6.248619999999999891e+03 2.303421289062500000e+04 464 | 6.248629999999999200e+03 2.277527539062500000e+04 465 | 6.248639999999999418e+03 2.289940820312500000e+04 466 | 6.248649999999999636e+03 2.318104492187500000e+04 467 | 6.248659999999999854e+03 2.324612500000000000e+04 468 | 6.248670000000000073e+03 2.327975195312500000e+04 469 | 6.248680000000000291e+03 2.334658593750000000e+04 470 | 6.248690000000000509e+03 2.330956250000000000e+04 471 | 6.248699999999999818e+03 2.326361914062500000e+04 472 | 6.248710000000000036e+03 2.335526953125000000e+04 473 | 6.248719999999999345e+03 2.326588671875000000e+04 474 | 6.248729999999999563e+03 2.296982226562500000e+04 475 | 6.248739999999999782e+03 2.322530078125000000e+04 476 | 6.248750000000000000e+03 2.373931445312500000e+04 477 | 6.248760000000000218e+03 2.368659960937500000e+04 478 | 6.248770000000000437e+03 2.338066601562500000e+04 479 | 6.248779999999999745e+03 2.315188671875000000e+04 480 | 6.248789999999999964e+03 2.314292773437500000e+04 481 | 6.248799999999999272e+03 2.327067773437500000e+04 482 | 6.248809999999999491e+03 2.327525585937500000e+04 483 | 6.248819999999999709e+03 2.328459960937500000e+04 484 | 6.248829999999999927e+03 2.341349804687500000e+04 485 | 6.248840000000000146e+03 2.344073828125000000e+04 486 | 6.248850000000000364e+03 2.335613867187500000e+04 487 | 6.248859999999999673e+03 2.336229492187500000e+04 488 | 6.248869999999999891e+03 2.334342578125000000e+04 489 | 6.248879999999999200e+03 2.317417382812500000e+04 490 | 6.248889999999999418e+03 2.317517968750000000e+04 491 | 6.248899999999999636e+03 2.337911718750000000e+04 492 | 6.248909999999999854e+03 2.338606835937500000e+04 493 | 6.248920000000000073e+03 2.330179492187500000e+04 494 | 6.248930000000000291e+03 2.335881250000000000e+04 495 | 6.248940000000000509e+03 2.341233203125000000e+04 496 | 6.248949999999999818e+03 2.338017578125000000e+04 497 | 6.248960000000000036e+03 2.331412109375000000e+04 498 | 6.248969999999999345e+03 2.324504492187500000e+04 499 | 6.248979999999999563e+03 2.319638867187500000e+04 500 | 6.248989999999999782e+03 2.309710156250000000e+04 501 | -------------------------------------------------------------------------------- /data/binary_star/test_spec2.txt: -------------------------------------------------------------------------------- 1 | # BJD: 2456558.48109, HARPS RV: -20.7839530857 km/s, relative HARPS RV: 139.541279538 m/s 2 | 6.244010000000000218e+03 2.260395898437500000e+04 3 | 6.244020000000000437e+03 2.207916992187500000e+04 4 | 6.244030000000000655e+03 2.180193750000000000e+04 5 | 6.244039999999999964e+03 2.181189257812500000e+04 6 | 6.244050000000000182e+03 2.197706445312500000e+04 7 | 6.244059999999999491e+03 2.213874218750000000e+04 8 | 6.244069999999999709e+03 2.256499414062500000e+04 9 | 6.244079999999999927e+03 2.333276367187500000e+04 10 | 6.244090000000000146e+03 2.398187500000000000e+04 11 | 6.244100000000000364e+03 2.452086132812500000e+04 12 | 6.244110000000000582e+03 2.523497460937500000e+04 13 | 6.244119999999999891e+03 2.604268359375000000e+04 14 | 6.244130000000000109e+03 2.681231054687500000e+04 15 | 6.244139999999999418e+03 2.740308203125000000e+04 16 | 6.244149999999999636e+03 2.783617187500000000e+04 17 | 6.244159999999999854e+03 2.838109765625000000e+04 18 | 6.244170000000000073e+03 2.890306250000000000e+04 19 | 6.244180000000000291e+03 2.913663867187500000e+04 20 | 6.244190000000000509e+03 2.930069140625000000e+04 21 | 6.244200000000000728e+03 2.953309179687500000e+04 22 | 6.244210000000000036e+03 2.965217187500000000e+04 23 | 6.244220000000000255e+03 2.970164062500000000e+04 24 | 6.244229999999999563e+03 2.991511328125000000e+04 25 | 6.244239999999999782e+03 3.009107226562500000e+04 26 | 6.244250000000000000e+03 3.000765625000000000e+04 27 | 6.244260000000000218e+03 2.995671289062500000e+04 28 | 6.244270000000000437e+03 3.003790820312500000e+04 29 | 6.244280000000000655e+03 3.003910742187500000e+04 30 | 6.244289999999999964e+03 3.000325976562500000e+04 31 | 6.244300000000000182e+03 3.007910351562500000e+04 32 | 6.244309999999999491e+03 3.021226953125000000e+04 33 | 6.244319999999999709e+03 3.033713867187500000e+04 34 | 6.244329999999999927e+03 3.038657812500000000e+04 35 | 6.244340000000000146e+03 3.038435742187500000e+04 36 | 6.244350000000000364e+03 3.044999414062500000e+04 37 | 6.244360000000000582e+03 3.048239843750000000e+04 38 | 6.244369999999999891e+03 3.036105468750000000e+04 39 | 6.244380000000000109e+03 3.031418359375000000e+04 40 | 6.244389999999999418e+03 3.042746289062500000e+04 41 | 6.244399999999999636e+03 3.050062500000000000e+04 42 | 6.244409999999999854e+03 3.049592968750000000e+04 43 | 6.244420000000000073e+03 3.044253320312500000e+04 44 | 6.244430000000000291e+03 3.041689648437500000e+04 45 | 6.244440000000000509e+03 3.045331445312500000e+04 46 | 6.244450000000000728e+03 3.036078710937500000e+04 47 | 6.244460000000000036e+03 3.015680859375000000e+04 48 | 6.244470000000000255e+03 3.010693359375000000e+04 49 | 6.244479999999999563e+03 3.018550585937500000e+04 50 | 6.244489999999999782e+03 3.029203710937500000e+04 51 | 6.244500000000000000e+03 3.034441210937500000e+04 52 | 6.244510000000000218e+03 3.031988671875000000e+04 53 | 6.244520000000000437e+03 3.032422265625000000e+04 54 | 6.244530000000000655e+03 3.034244921875000000e+04 55 | 6.244539999999999964e+03 3.029309179687500000e+04 56 | 6.244550000000000182e+03 3.027870312500000000e+04 57 | 6.244559999999999491e+03 3.037345507812500000e+04 58 | 6.244569999999999709e+03 3.036924218750000000e+04 59 | 6.244579999999999927e+03 3.026847656250000000e+04 60 | 6.244590000000000146e+03 3.034990234375000000e+04 61 | 6.244600000000000364e+03 3.048367968750000000e+04 62 | 6.244610000000000582e+03 3.043946093750000000e+04 63 | 6.244619999999999891e+03 3.045010546875000000e+04 64 | 6.244630000000000109e+03 3.060737500000000000e+04 65 | 6.244639999999999418e+03 3.057190820312500000e+04 66 | 6.244649999999999636e+03 3.035629492187500000e+04 67 | 6.244659999999999854e+03 3.019921093750000000e+04 68 | 6.244670000000000073e+03 3.021050390625000000e+04 69 | 6.244680000000000291e+03 3.042199218750000000e+04 70 | 6.244690000000000509e+03 3.048617773437500000e+04 71 | 6.244700000000000728e+03 3.033200195312500000e+04 72 | 6.244710000000000036e+03 3.023809375000000000e+04 73 | 6.244720000000000255e+03 3.022002734375000000e+04 74 | 6.244729999999999563e+03 3.021550390625000000e+04 75 | 6.244739999999999782e+03 3.015475000000000000e+04 76 | 6.244750000000000000e+03 3.004685546875000000e+04 77 | 6.244760000000000218e+03 3.015465625000000000e+04 78 | 6.244770000000000437e+03 3.039151171875000000e+04 79 | 6.244780000000000655e+03 3.040617187500000000e+04 80 | 6.244789999999999964e+03 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3.068473046875000000e+04 414 | 6.248130000000000109e+03 3.063438867187500000e+04 415 | 6.248139999999999418e+03 3.037732031250000000e+04 416 | 6.248149999999999636e+03 3.045938671875000000e+04 417 | 6.248159999999999854e+03 3.062914648437500000e+04 418 | 6.248170000000000073e+03 3.057492578125000000e+04 419 | 6.248180000000000291e+03 3.038941210937500000e+04 420 | 6.248190000000000509e+03 3.019618750000000000e+04 421 | 6.248200000000000728e+03 3.020406640625000000e+04 422 | 6.248210000000000036e+03 3.028583789062500000e+04 423 | 6.248220000000000255e+03 3.027804882812500000e+04 424 | 6.248229999999999563e+03 3.041989648437500000e+04 425 | 6.248239999999999782e+03 3.068074218750000000e+04 426 | 6.248250000000000000e+03 3.054143945312500000e+04 427 | 6.248260000000000218e+03 3.026691601562500000e+04 428 | 6.248270000000000437e+03 3.035112695312500000e+04 429 | 6.248280000000000655e+03 3.055697460937500000e+04 430 | 6.248289999999999964e+03 3.066987500000000000e+04 431 | 6.248300000000000182e+03 3.050521093750000000e+04 432 | 6.248309999999999491e+03 3.029357617187500000e+04 433 | 6.248319999999999709e+03 3.046020117187500000e+04 434 | 6.248329999999999927e+03 3.065988867187500000e+04 435 | 6.248340000000000146e+03 3.062452929687500000e+04 436 | 6.248350000000000364e+03 3.039959375000000000e+04 437 | 6.248360000000000582e+03 3.016385546875000000e+04 438 | 6.248369999999999891e+03 3.021271484375000000e+04 439 | 6.248380000000000109e+03 3.022212304687500000e+04 440 | 6.248389999999999418e+03 2.996996289062500000e+04 441 | 6.248399999999999636e+03 2.991747656250000000e+04 442 | 6.248409999999999854e+03 3.002098242187500000e+04 443 | 6.248420000000000073e+03 2.980889648437500000e+04 444 | 6.248430000000000291e+03 2.950852929687500000e+04 445 | 6.248440000000000509e+03 2.940543945312500000e+04 446 | 6.248450000000000728e+03 2.948010742187500000e+04 447 | 6.248460000000000036e+03 2.961123828125000000e+04 448 | 6.248470000000000255e+03 2.951689648437500000e+04 449 | 6.248479999999999563e+03 2.941042187500000000e+04 450 | 6.248489999999999782e+03 2.954694335937500000e+04 451 | 6.248500000000000000e+03 2.956781445312500000e+04 452 | 6.248510000000000218e+03 2.943198242187500000e+04 453 | 6.248520000000000437e+03 2.959427929687500000e+04 454 | 6.248530000000000655e+03 2.981563476562500000e+04 455 | 6.248539999999999964e+03 2.971182031250000000e+04 456 | 6.248550000000000182e+03 2.982354296875000000e+04 457 | 6.248559999999999491e+03 3.023651562500000000e+04 458 | 6.248569999999999709e+03 3.003817187500000000e+04 459 | 6.248579999999999927e+03 2.956519531250000000e+04 460 | 6.248590000000000146e+03 2.963250390625000000e+04 461 | 6.248600000000000364e+03 2.982400781250000000e+04 462 | 6.248610000000000582e+03 2.985176562500000000e+04 463 | 6.248619999999999891e+03 2.989312890625000000e+04 464 | 6.248630000000000109e+03 2.996568945312500000e+04 465 | 6.248639999999999418e+03 3.001471679687500000e+04 466 | 6.248649999999999636e+03 3.010627148437500000e+04 467 | 6.248659999999999854e+03 3.026938671875000000e+04 468 | 6.248670000000000073e+03 3.036470703125000000e+04 469 | 6.248680000000000291e+03 3.038469921875000000e+04 470 | 6.248690000000000509e+03 3.040599804687500000e+04 471 | 6.248700000000000728e+03 3.039415039062500000e+04 472 | 6.248710000000000036e+03 3.032561132812500000e+04 473 | 6.248720000000000255e+03 3.029607031250000000e+04 474 | 6.248729999999999563e+03 3.029863671875000000e+04 475 | 6.248739999999999782e+03 3.023389648437500000e+04 476 | 6.248750000000000000e+03 3.019913085937500000e+04 477 | 6.248760000000000218e+03 3.028218554687500000e+04 478 | 6.248770000000000437e+03 3.029498242187500000e+04 479 | 6.248780000000000655e+03 3.023386718750000000e+04 480 | 6.248789999999999964e+03 3.031310937500000000e+04 481 | 6.248800000000000182e+03 3.030694140625000000e+04 482 | 6.248809999999999491e+03 3.000482031250000000e+04 483 | 6.248819999999999709e+03 3.020415429687500000e+04 484 | 6.248829999999999927e+03 3.093245898437500000e+04 485 | 6.248840000000000146e+03 3.098856835937500000e+04 486 | 6.248850000000000364e+03 3.065948242187500000e+04 487 | 6.248860000000000582e+03 3.061420312500000000e+04 488 | 6.248869999999999891e+03 3.059352343750000000e+04 489 | 6.248880000000000109e+03 3.047770507812500000e+04 490 | 6.248889999999999418e+03 3.047083007812500000e+04 491 | 6.248899999999999636e+03 3.052238476562500000e+04 492 | 6.248909999999999854e+03 3.049141796875000000e+04 493 | 6.248920000000000073e+03 3.044419531250000000e+04 494 | 6.248930000000000291e+03 3.040265429687500000e+04 495 | 6.248940000000000509e+03 3.024630468750000000e+04 496 | 6.248950000000000728e+03 3.010768750000000000e+04 497 | 6.248960000000000036e+03 3.023662890625000000e+04 498 | 6.248970000000000255e+03 3.022452539062500000e+04 499 | 6.248979999999999563e+03 2.985025976562500000e+04 500 | 6.248989999999999782e+03 2.959112695312500000e+04 501 | -------------------------------------------------------------------------------- /data/binary_star/test_spec3.txt: -------------------------------------------------------------------------------- 1 | # BJD: 2456852.6627, HARPS RV: -21.1287840885 km/s, relative HARPS RV: -205.289723243 m/s 2 | 6.244010000000000218e+03 7.014267089843750000e+03 3 | 6.244020000000000437e+03 6.845851562500000000e+03 4 | 6.244030000000000655e+03 6.720833007812500000e+03 5 | 6.244040000000000873e+03 6.747468750000000000e+03 6 | 6.244050000000000182e+03 6.870512695312500000e+03 7 | 6.244060000000000400e+03 6.929116699218750000e+03 8 | 6.244069999999999709e+03 7.039658203125000000e+03 9 | 6.244079999999999927e+03 7.305137207031250000e+03 10 | 6.244090000000000146e+03 7.546915527343750000e+03 11 | 6.244100000000000364e+03 7.734853027343750000e+03 12 | 6.244110000000000582e+03 8.031283203125000000e+03 13 | 6.244120000000000800e+03 8.376986328125000000e+03 14 | 6.244130000000000109e+03 8.636609375000000000e+03 15 | 6.244140000000000327e+03 8.777127929687500000e+03 16 | 6.244149999999999636e+03 8.813831054687500000e+03 17 | 6.244159999999999854e+03 8.907901367187500000e+03 18 | 6.244170000000000073e+03 9.052160156250000000e+03 19 | 6.244180000000000291e+03 9.111921875000000000e+03 20 | 6.244190000000000509e+03 9.116832031250000000e+03 21 | 6.244200000000000728e+03 9.122866210937500000e+03 22 | 6.244210000000000036e+03 9.161154296875000000e+03 23 | 6.244220000000000255e+03 9.228739257812500000e+03 24 | 6.244229999999999563e+03 9.260597656250000000e+03 25 | 6.244239999999999782e+03 9.262332031250000000e+03 26 | 6.244250000000000000e+03 9.271555664062500000e+03 27 | 6.244260000000000218e+03 9.339694335937500000e+03 28 | 6.244270000000000437e+03 9.480522460937500000e+03 29 | 6.244280000000000655e+03 9.544946289062500000e+03 30 | 6.244290000000000873e+03 9.510533203125000000e+03 31 | 6.244300000000000182e+03 9.467590820312500000e+03 32 | 6.244310000000000400e+03 9.489425781250000000e+03 33 | 6.244319999999999709e+03 9.619414062500000000e+03 34 | 6.244329999999999927e+03 9.565853515625000000e+03 35 | 6.244340000000000146e+03 9.282853515625000000e+03 36 | 6.244350000000000364e+03 9.307464843750000000e+03 37 | 6.244360000000000582e+03 9.536266601562500000e+03 38 | 6.244370000000000800e+03 9.519404296875000000e+03 39 | 6.244380000000000109e+03 9.485883789062500000e+03 40 | 6.244390000000000327e+03 9.633295898437500000e+03 41 | 6.244399999999999636e+03 9.595433593750000000e+03 42 | 6.244409999999999854e+03 9.360798828125000000e+03 43 | 6.244420000000000073e+03 9.359775390625000000e+03 44 | 6.244430000000000291e+03 9.497040039062500000e+03 45 | 6.244440000000000509e+03 9.538212890625000000e+03 46 | 6.244450000000000728e+03 9.522193359375000000e+03 47 | 6.244460000000000036e+03 9.493239257812500000e+03 48 | 6.244470000000000255e+03 9.488343750000000000e+03 49 | 6.244479999999999563e+03 9.519184570312500000e+03 50 | 6.244489999999999782e+03 9.583025390625000000e+03 51 | 6.244500000000000000e+03 9.576407226562500000e+03 52 | 6.244510000000000218e+03 9.438140625000000000e+03 53 | 6.244520000000000437e+03 9.483719726562500000e+03 54 | 6.244530000000000655e+03 9.706115234375000000e+03 55 | 6.244540000000000873e+03 9.599321289062500000e+03 56 | 6.244550000000000182e+03 9.360306640625000000e+03 57 | 6.244560000000000400e+03 9.418427734375000000e+03 58 | 6.244569999999999709e+03 9.536567382812500000e+03 59 | 6.244579999999999927e+03 9.535587890625000000e+03 60 | 6.244590000000000146e+03 9.494520507812500000e+03 61 | 6.244600000000000364e+03 9.470564453125000000e+03 62 | 6.244610000000000582e+03 9.529868164062500000e+03 63 | 6.244620000000000800e+03 9.617911132812500000e+03 64 | 6.244630000000000109e+03 9.660915039062500000e+03 65 | 6.244640000000000327e+03 9.609861328125000000e+03 66 | 6.244649999999999636e+03 9.498863281250000000e+03 67 | 6.244659999999999854e+03 9.528945312500000000e+03 68 | 6.244670000000000073e+03 9.575171875000000000e+03 69 | 6.244680000000000291e+03 9.387377929687500000e+03 70 | 6.244690000000000509e+03 9.275650390625000000e+03 71 | 6.244700000000000728e+03 9.435588867187500000e+03 72 | 6.244710000000000036e+03 9.536603515625000000e+03 73 | 6.244720000000000255e+03 9.517096679687500000e+03 74 | 6.244729999999999563e+03 9.514649414062500000e+03 75 | 6.244739999999999782e+03 9.538722656250000000e+03 76 | 6.244750000000000000e+03 9.571922851562500000e+03 77 | 6.244760000000000218e+03 9.570435546875000000e+03 78 | 6.244770000000000437e+03 9.519151367187500000e+03 79 | 6.244780000000000655e+03 9.448719726562500000e+03 80 | 6.244790000000000873e+03 9.385861328125000000e+03 81 | 6.244800000000000182e+03 9.363663085937500000e+03 82 | 6.244810000000000400e+03 9.387985351562500000e+03 83 | 6.244819999999999709e+03 9.456691406250000000e+03 84 | 6.244829999999999927e+03 9.544123046875000000e+03 85 | 6.244840000000000146e+03 9.592395507812500000e+03 86 | 6.244850000000000364e+03 9.483361328125000000e+03 87 | 6.244860000000000582e+03 9.385945312500000000e+03 88 | 6.244870000000000800e+03 9.494679687500000000e+03 89 | 6.244880000000000109e+03 9.543321289062500000e+03 90 | 6.244890000000000327e+03 9.438636718750000000e+03 91 | 6.244899999999999636e+03 9.428944335937500000e+03 92 | 6.244909999999999854e+03 9.507249023437500000e+03 93 | 6.244920000000000073e+03 9.551306640625000000e+03 94 | 6.244930000000000291e+03 9.534192382812500000e+03 95 | 6.244940000000000509e+03 9.461159179687500000e+03 96 | 6.244950000000000728e+03 9.439512695312500000e+03 97 | 6.244960000000000036e+03 9.485269531250000000e+03 98 | 6.244970000000000255e+03 9.531579101562500000e+03 99 | 6.244979999999999563e+03 9.553574218750000000e+03 100 | 6.244989999999999782e+03 9.534935546875000000e+03 101 | 6.245000000000000000e+03 9.481694335937500000e+03 102 | 6.245010000000000218e+03 9.409916015625000000e+03 103 | 6.245020000000000437e+03 9.368234375000000000e+03 104 | 6.245030000000000655e+03 9.351956054687500000e+03 105 | 6.245040000000000873e+03 9.330206054687500000e+03 106 | 6.245050000000000182e+03 9.293619140625000000e+03 107 | 6.245060000000000400e+03 9.239725585937500000e+03 108 | 6.245069999999999709e+03 9.185633789062500000e+03 109 | 6.245079999999999927e+03 9.094724609375000000e+03 110 | 6.245090000000000146e+03 8.855056640625000000e+03 111 | 6.245100000000000364e+03 8.580530273437500000e+03 112 | 6.245110000000000582e+03 8.416640625000000000e+03 113 | 6.245120000000000800e+03 8.197406250000000000e+03 114 | 6.245130000000000109e+03 7.863995117187500000e+03 115 | 6.245140000000000327e+03 7.589058593750000000e+03 116 | 6.245149999999999636e+03 7.406195312500000000e+03 117 | 6.245159999999999854e+03 7.292891113281250000e+03 118 | 6.245170000000000073e+03 7.188814453125000000e+03 119 | 6.245180000000000291e+03 7.067249023437500000e+03 120 | 6.245190000000000509e+03 7.066386230468750000e+03 121 | 6.245200000000000728e+03 7.211567382812500000e+03 122 | 6.245210000000000036e+03 7.427236816406250000e+03 123 | 6.245220000000000255e+03 7.705808105468750000e+03 124 | 6.245229999999999563e+03 8.039135742187500000e+03 125 | 6.245239999999999782e+03 8.289163085937500000e+03 126 | 6.245250000000000000e+03 8.419601562500000000e+03 127 | 6.245260000000000218e+03 8.599575195312500000e+03 128 | 6.245270000000000437e+03 8.824041015625000000e+03 129 | 6.245280000000000655e+03 9.010985351562500000e+03 130 | 6.245290000000000873e+03 9.182733398437500000e+03 131 | 6.245300000000000182e+03 9.348149414062500000e+03 132 | 6.245310000000000400e+03 9.407290039062500000e+03 133 | 6.245319999999999709e+03 9.386544921875000000e+03 134 | 6.245329999999999927e+03 9.448152343750000000e+03 135 | 6.245340000000000146e+03 9.499584960937500000e+03 136 | 6.245350000000000364e+03 9.416342773437500000e+03 137 | 6.245360000000000582e+03 9.341873046875000000e+03 138 | 6.245370000000000800e+03 9.354752929687500000e+03 139 | 6.245380000000000109e+03 9.434771484375000000e+03 140 | 6.245390000000000327e+03 9.487767578125000000e+03 141 | 6.245399999999999636e+03 9.375153320312500000e+03 142 | 6.245409999999999854e+03 9.283920898437500000e+03 143 | 6.245420000000000073e+03 9.342667968750000000e+03 144 | 6.245430000000000291e+03 9.372634765625000000e+03 145 | 6.245440000000000509e+03 9.349251953125000000e+03 146 | 6.245450000000000728e+03 9.372966796875000000e+03 147 | 6.245460000000000036e+03 9.411141601562500000e+03 148 | 6.245470000000000255e+03 9.408896484375000000e+03 149 | 6.245479999999999563e+03 9.358137695312500000e+03 150 | 6.245489999999999782e+03 9.288853515625000000e+03 151 | 6.245500000000000000e+03 9.318875976562500000e+03 152 | 6.245510000000000218e+03 9.384377929687500000e+03 153 | 6.245520000000000437e+03 9.348094726562500000e+03 154 | 6.245530000000000655e+03 9.324614257812500000e+03 155 | 6.245540000000000873e+03 9.392140625000000000e+03 156 | 6.245550000000000182e+03 9.456096679687500000e+03 157 | 6.245560000000000400e+03 9.445571289062500000e+03 158 | 6.245569999999999709e+03 9.281092773437500000e+03 159 | 6.245579999999999927e+03 9.174341796875000000e+03 160 | 6.245590000000000146e+03 9.319394531250000000e+03 161 | 6.245600000000000364e+03 9.368780273437500000e+03 162 | 6.245610000000000582e+03 9.230986328125000000e+03 163 | 6.245620000000000800e+03 9.189559570312500000e+03 164 | 6.245630000000000109e+03 9.224025390625000000e+03 165 | 6.245640000000000327e+03 9.214007812500000000e+03 166 | 6.245649999999999636e+03 9.155390625000000000e+03 167 | 6.245659999999999854e+03 9.072342773437500000e+03 168 | 6.245670000000000073e+03 9.064781250000000000e+03 169 | 6.245680000000000291e+03 9.083374023437500000e+03 170 | 6.245690000000000509e+03 8.962280273437500000e+03 171 | 6.245700000000000728e+03 8.794979492187500000e+03 172 | 6.245710000000000036e+03 8.687033203125000000e+03 173 | 6.245720000000000255e+03 8.588094726562500000e+03 174 | 6.245729999999999563e+03 8.477855468750000000e+03 175 | 6.245739999999999782e+03 8.368213867187500000e+03 176 | 6.245750000000000000e+03 8.187547851562500000e+03 177 | 6.245760000000000218e+03 7.846315917968750000e+03 178 | 6.245770000000000437e+03 7.474911621093750000e+03 179 | 6.245780000000000655e+03 7.151815429687500000e+03 180 | 6.245790000000000873e+03 6.836539062500000000e+03 181 | 6.245800000000000182e+03 6.474779296875000000e+03 182 | 6.245810000000000400e+03 5.990373535156250000e+03 183 | 6.245819999999999709e+03 5.484209960937500000e+03 184 | 6.245829999999999927e+03 5.048713867187500000e+03 185 | 6.245840000000000146e+03 4.651221191406250000e+03 186 | 6.245850000000000364e+03 4.285453613281250000e+03 187 | 6.245860000000000582e+03 3.974370117187500000e+03 188 | 6.245870000000000800e+03 3.732890380859375000e+03 189 | 6.245880000000000109e+03 3.581722900390625000e+03 190 | 6.245890000000000327e+03 3.591593994140625000e+03 191 | 6.245899999999999636e+03 3.768192626953125000e+03 192 | 6.245909999999999854e+03 3.977713867187500000e+03 193 | 6.245920000000000073e+03 4.230984375000000000e+03 194 | 6.245930000000000291e+03 4.600185058593750000e+03 195 | 6.245940000000000509e+03 5.043442382812500000e+03 196 | 6.245950000000000728e+03 5.526371582031250000e+03 197 | 6.245960000000000036e+03 6.074016113281250000e+03 198 | 6.245970000000000255e+03 6.615447265625000000e+03 199 | 6.245979999999999563e+03 6.962925292968750000e+03 200 | 6.245989999999999782e+03 7.215247558593750000e+03 201 | 6.246000000000000000e+03 7.510018554687500000e+03 202 | 6.246010000000000218e+03 7.848080566406250000e+03 203 | 6.246020000000000437e+03 8.173265625000000000e+03 204 | 6.246030000000000655e+03 8.307187500000000000e+03 205 | 6.246040000000000873e+03 8.357375000000000000e+03 206 | 6.246050000000000182e+03 8.531887695312500000e+03 207 | 6.246060000000000400e+03 8.714551757812500000e+03 208 | 6.246069999999999709e+03 8.822214843750000000e+03 209 | 6.246079999999999927e+03 8.900403320312500000e+03 210 | 6.246090000000000146e+03 8.959458984375000000e+03 211 | 6.246100000000000364e+03 8.994473632812500000e+03 212 | 6.246110000000000582e+03 9.079493164062500000e+03 213 | 6.246120000000000800e+03 9.258390625000000000e+03 214 | 6.246130000000000109e+03 9.342145507812500000e+03 215 | 6.246140000000000327e+03 9.273262695312500000e+03 216 | 6.246149999999999636e+03 9.126995117187500000e+03 217 | 6.246159999999999854e+03 9.043853515625000000e+03 218 | 6.246170000000000073e+03 9.168246093750000000e+03 219 | 6.246180000000000291e+03 9.304146484375000000e+03 220 | 6.246190000000000509e+03 9.344920898437500000e+03 221 | 6.246200000000000728e+03 9.355809570312500000e+03 222 | 6.246210000000000036e+03 9.384570312500000000e+03 223 | 6.246220000000000255e+03 9.476310546875000000e+03 224 | 6.246229999999999563e+03 9.493046875000000000e+03 225 | 6.246239999999999782e+03 9.363313476562500000e+03 226 | 6.246250000000000000e+03 9.342618164062500000e+03 227 | 6.246260000000000218e+03 9.446246093750000000e+03 228 | 6.246270000000000437e+03 9.485175781250000000e+03 229 | 6.246280000000000655e+03 9.430757812500000000e+03 230 | 6.246290000000000873e+03 9.316233398437500000e+03 231 | 6.246300000000000182e+03 9.425432617187500000e+03 232 | 6.246310000000000400e+03 9.732685546875000000e+03 233 | 6.246319999999999709e+03 9.680888671875000000e+03 234 | 6.246329999999999927e+03 9.451298828125000000e+03 235 | 6.246340000000000146e+03 9.464332031250000000e+03 236 | 6.246350000000000364e+03 9.491892578125000000e+03 237 | 6.246360000000000582e+03 9.395076171875000000e+03 238 | 6.246370000000000800e+03 9.357500000000000000e+03 239 | 6.246380000000000109e+03 9.415966796875000000e+03 240 | 6.246390000000000327e+03 9.528194335937500000e+03 241 | 6.246399999999999636e+03 9.583657226562500000e+03 242 | 6.246409999999999854e+03 9.507198242187500000e+03 243 | 6.246420000000000073e+03 9.437834960937500000e+03 244 | 6.246430000000000291e+03 9.423008789062500000e+03 245 | 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9.617831054687500000e+03 263 | 6.246620000000000800e+03 9.535109375000000000e+03 264 | 6.246630000000000109e+03 9.481296875000000000e+03 265 | 6.246640000000000327e+03 9.521424804687500000e+03 266 | 6.246649999999999636e+03 9.646985351562500000e+03 267 | 6.246659999999999854e+03 9.682878906250000000e+03 268 | 6.246670000000000073e+03 9.630875000000000000e+03 269 | 6.246680000000000291e+03 9.572309570312500000e+03 270 | 6.246690000000000509e+03 9.529639648437500000e+03 271 | 6.246700000000000728e+03 9.515591796875000000e+03 272 | 6.246710000000000036e+03 9.537712890625000000e+03 273 | 6.246720000000000255e+03 9.552321289062500000e+03 274 | 6.246729999999999563e+03 9.457947265625000000e+03 275 | 6.246739999999999782e+03 9.363395507812500000e+03 276 | 6.246750000000000000e+03 9.380929687500000000e+03 277 | 6.246760000000000218e+03 9.396056640625000000e+03 278 | 6.246770000000000437e+03 9.400420898437500000e+03 279 | 6.246780000000000655e+03 9.536933593750000000e+03 280 | 6.246790000000000873e+03 9.639038085937500000e+03 281 | 6.246800000000000182e+03 9.469515625000000000e+03 282 | 6.246810000000000400e+03 9.299056640625000000e+03 283 | 6.246819999999999709e+03 9.291880859375000000e+03 284 | 6.246829999999999927e+03 9.391269531250000000e+03 285 | 6.246840000000000146e+03 9.485671875000000000e+03 286 | 6.246850000000000364e+03 9.413919921875000000e+03 287 | 6.246860000000000582e+03 9.309637695312500000e+03 288 | 6.246870000000000800e+03 9.280937500000000000e+03 289 | 6.246880000000000109e+03 9.254923828125000000e+03 290 | 6.246890000000000327e+03 9.223614257812500000e+03 291 | 6.246899999999999636e+03 9.228130859375000000e+03 292 | 6.246909999999999854e+03 9.192880859375000000e+03 293 | 6.246920000000000073e+03 9.063971679687500000e+03 294 | 6.246930000000000291e+03 9.083365234375000000e+03 295 | 6.246940000000000509e+03 9.261583984375000000e+03 296 | 6.246950000000000728e+03 9.276090820312500000e+03 297 | 6.246960000000000036e+03 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9.513690429687500000e+03 368 | 6.247670000000000073e+03 9.409364257812500000e+03 369 | 6.247680000000000291e+03 9.489300781250000000e+03 370 | 6.247690000000000509e+03 9.639982421875000000e+03 371 | 6.247700000000000728e+03 9.674093750000000000e+03 372 | 6.247710000000000036e+03 9.559242187500000000e+03 373 | 6.247720000000000255e+03 9.381331054687500000e+03 374 | 6.247729999999999563e+03 9.464625976562500000e+03 375 | 6.247739999999999782e+03 9.652079101562500000e+03 376 | 6.247750000000000000e+03 9.632671875000000000e+03 377 | 6.247760000000000218e+03 9.535337890625000000e+03 378 | 6.247770000000000437e+03 9.463020507812500000e+03 379 | 6.247780000000000655e+03 9.436927734375000000e+03 380 | 6.247790000000000873e+03 9.473519531250000000e+03 381 | 6.247800000000000182e+03 9.583833007812500000e+03 382 | 6.247810000000000400e+03 9.633522460937500000e+03 383 | 6.247819999999999709e+03 9.556560546875000000e+03 384 | 6.247829999999999927e+03 9.571995117187500000e+03 385 | 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9.572688476562500000e+03 403 | 6.248020000000000437e+03 9.563523437500000000e+03 404 | 6.248030000000000655e+03 9.532782226562500000e+03 405 | 6.248040000000000873e+03 9.513969726562500000e+03 406 | 6.248050000000000182e+03 9.506111328125000000e+03 407 | 6.248060000000000400e+03 9.526675781250000000e+03 408 | 6.248069999999999709e+03 9.607727539062500000e+03 409 | 6.248079999999999927e+03 9.634209960937500000e+03 410 | 6.248090000000000146e+03 9.528383789062500000e+03 411 | 6.248100000000000364e+03 9.499181640625000000e+03 412 | 6.248110000000000582e+03 9.565459960937500000e+03 413 | 6.248120000000000800e+03 9.560911132812500000e+03 414 | 6.248130000000000109e+03 9.557581054687500000e+03 415 | 6.248140000000000327e+03 9.640410156250000000e+03 416 | 6.248149999999999636e+03 9.615081054687500000e+03 417 | 6.248159999999999854e+03 9.467692382812500000e+03 418 | 6.248170000000000073e+03 9.456375976562500000e+03 419 | 6.248180000000000291e+03 9.530496093750000000e+03 420 | 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9.513042968750000000e+03 438 | 6.248370000000000800e+03 9.514433593750000000e+03 439 | 6.248380000000000109e+03 9.577548828125000000e+03 440 | 6.248390000000000327e+03 9.473082031250000000e+03 441 | 6.248399999999999636e+03 9.342120117187500000e+03 442 | 6.248409999999999854e+03 9.375424804687500000e+03 443 | 6.248420000000000073e+03 9.411687500000000000e+03 444 | 6.248430000000000291e+03 9.367941406250000000e+03 445 | 6.248440000000000509e+03 9.263181640625000000e+03 446 | 6.248450000000000728e+03 9.198819335937500000e+03 447 | 6.248460000000000036e+03 9.288476562500000000e+03 448 | 6.248470000000000255e+03 9.321956054687500000e+03 449 | 6.248479999999999563e+03 9.229943359375000000e+03 450 | 6.248489999999999782e+03 9.258498046875000000e+03 451 | 6.248500000000000000e+03 9.349931640625000000e+03 452 | 6.248510000000000218e+03 9.324895507812500000e+03 453 | 6.248520000000000437e+03 9.340829101562500000e+03 454 | 6.248530000000000655e+03 9.467175781250000000e+03 455 | 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6.247200000000000728e+03 4.886252441406250000e+03 322 | 6.247210000000000036e+03 5.073437011718750000e+03 323 | 6.247220000000000255e+03 5.195427246093750000e+03 324 | 6.247229999999999563e+03 5.206030273437500000e+03 325 | 6.247239999999999782e+03 5.364915039062500000e+03 326 | 6.247250000000000000e+03 5.656743164062500000e+03 327 | 6.247260000000000218e+03 5.720963378906250000e+03 328 | 6.247270000000000437e+03 5.655258300781250000e+03 329 | 6.247280000000000655e+03 5.650470703125000000e+03 330 | 6.247289999999999964e+03 5.644820312500000000e+03 331 | 6.247300000000000182e+03 5.622491210937500000e+03 332 | 6.247309999999999491e+03 5.671937500000000000e+03 333 | 6.247319999999999709e+03 5.730191894531250000e+03 334 | 6.247329999999999927e+03 5.682900878906250000e+03 335 | 6.247340000000000146e+03 5.697818847656250000e+03 336 | 6.247350000000000364e+03 5.840675292968750000e+03 337 | 6.247360000000000582e+03 5.845201660156250000e+03 338 | 6.247370000000000800e+03 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6.248600000000000364e+03 5.712954589843750000e+03 462 | 6.248610000000000582e+03 5.761991699218750000e+03 463 | 6.248620000000000800e+03 5.842124023437500000e+03 464 | 6.248630000000000109e+03 5.772023925781250000e+03 465 | 6.248640000000000327e+03 5.702204589843750000e+03 466 | 6.248649999999999636e+03 5.752962402343750000e+03 467 | 6.248659999999999854e+03 5.755741210937500000e+03 468 | 6.248670000000000073e+03 5.699992187500000000e+03 469 | 6.248680000000000291e+03 5.707264648437500000e+03 470 | 6.248690000000000509e+03 5.781241210937500000e+03 471 | 6.248700000000000728e+03 5.886976074218750000e+03 472 | 6.248710000000000036e+03 5.874624511718750000e+03 473 | 6.248720000000000255e+03 5.748275390625000000e+03 474 | 6.248729999999999563e+03 5.686365722656250000e+03 475 | 6.248739999999999782e+03 5.685012207031250000e+03 476 | 6.248750000000000000e+03 5.701700683593750000e+03 477 | 6.248760000000000218e+03 5.697065429687500000e+03 478 | 6.248770000000000437e+03 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6.248950000000000728e+03 5.676154785156250000e+03 497 | 6.248960000000000036e+03 5.649855468750000000e+03 498 | 6.248970000000000255e+03 5.620250488281250000e+03 499 | 6.248979999999999563e+03 5.586686035156250000e+03 500 | 6.248989999999999782e+03 5.572809082031250000e+03 501 | -------------------------------------------------------------------------------- /data/binary_star/test_spec5.txt: -------------------------------------------------------------------------------- 1 | # BJD: 2457227.60224, HARPS RV: -21.803587172 km/s, relative HARPS RV: -880.092806781 m/s 2 | 6.244010000000000218e+03 2.935280078125000000e+04 3 | 6.244020000000000437e+03 2.939894726562500000e+04 4 | 6.244030000000000655e+03 2.965863867187500000e+04 5 | 6.244039999999999964e+03 2.986910156250000000e+04 6 | 6.244050000000000182e+03 3.032869921875000000e+04 7 | 6.244059999999999491e+03 3.112098632812500000e+04 8 | 6.244069999999999709e+03 3.214600781250000000e+04 9 | 6.244079999999999927e+03 3.329214453125000000e+04 10 | 6.244090000000000146e+03 3.442032812500000000e+04 11 | 6.244100000000000364e+03 3.532758203125000000e+04 12 | 6.244110000000000582e+03 3.596870312500000000e+04 13 | 6.244119999999999891e+03 3.667104296875000000e+04 14 | 6.244130000000000109e+03 3.745251171875000000e+04 15 | 6.244139999999999418e+03 3.816776171875000000e+04 16 | 6.244149999999999636e+03 3.879898828125000000e+04 17 | 6.244159999999999854e+03 3.932133984375000000e+04 18 | 6.244170000000000073e+03 3.955767968750000000e+04 19 | 6.244180000000000291e+03 3.953523437500000000e+04 20 | 6.244190000000000509e+03 3.958710937500000000e+04 21 | 6.244199999999999818e+03 3.978855468750000000e+04 22 | 6.244210000000000036e+03 4.012717968750000000e+04 23 | 6.244219999999999345e+03 4.026025000000000000e+04 24 | 6.244229999999999563e+03 4.004257812500000000e+04 25 | 6.244239999999999782e+03 3.994201171875000000e+04 26 | 6.244250000000000000e+03 4.010301953125000000e+04 27 | 6.244260000000000218e+03 4.049689453125000000e+04 28 | 6.244270000000000437e+03 4.070802734375000000e+04 29 | 6.244280000000000655e+03 4.040580078125000000e+04 30 | 6.244289999999999964e+03 4.046189453125000000e+04 31 | 6.244300000000000182e+03 4.101892187500000000e+04 32 | 6.244309999999999491e+03 4.100541015625000000e+04 33 | 6.244319999999999709e+03 4.065452734375000000e+04 34 | 6.244329999999999927e+03 4.070204296875000000e+04 35 | 6.244340000000000146e+03 4.086421484375000000e+04 36 | 6.244350000000000364e+03 4.088410937500000000e+04 37 | 6.244360000000000582e+03 4.083300000000000000e+04 38 | 6.244369999999999891e+03 4.073137890625000000e+04 39 | 6.244380000000000109e+03 4.056655468750000000e+04 40 | 6.244389999999999418e+03 4.049982421875000000e+04 41 | 6.244399999999999636e+03 4.069881640625000000e+04 42 | 6.244409999999999854e+03 4.095826562500000000e+04 43 | 6.244420000000000073e+03 4.112995703125000000e+04 44 | 6.244430000000000291e+03 4.109983203125000000e+04 45 | 6.244440000000000509e+03 4.091846484375000000e+04 46 | 6.244449999999999818e+03 4.073299218750000000e+04 47 | 6.244460000000000036e+03 4.071224218750000000e+04 48 | 6.244469999999999345e+03 4.092152343750000000e+04 49 | 6.244479999999999563e+03 4.095885156250000000e+04 50 | 6.244489999999999782e+03 4.078266406250000000e+04 51 | 6.244500000000000000e+03 4.070850781250000000e+04 52 | 6.244510000000000218e+03 4.077460937500000000e+04 53 | 6.244520000000000437e+03 4.094015625000000000e+04 54 | 6.244530000000000655e+03 4.097159765625000000e+04 55 | 6.244539999999999964e+03 4.082232812500000000e+04 56 | 6.244550000000000182e+03 4.088323046875000000e+04 57 | 6.244559999999999491e+03 4.099948437500000000e+04 58 | 6.244569999999999709e+03 4.070458984375000000e+04 59 | 6.244579999999999927e+03 4.044600390625000000e+04 60 | 6.244590000000000146e+03 4.060401562500000000e+04 61 | 6.244600000000000364e+03 4.071721484375000000e+04 62 | 6.244610000000000582e+03 4.071373828125000000e+04 63 | 6.244619999999999891e+03 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4.086192187500000000e+04 415 | 6.248139999999999418e+03 4.102791796875000000e+04 416 | 6.248149999999999636e+03 4.076135156250000000e+04 417 | 6.248159999999999854e+03 4.067470312500000000e+04 418 | 6.248170000000000073e+03 4.080105468750000000e+04 419 | 6.248180000000000291e+03 4.072689062500000000e+04 420 | 6.248190000000000509e+03 4.062754296875000000e+04 421 | 6.248199999999999818e+03 4.068900000000000000e+04 422 | 6.248210000000000036e+03 4.062272265625000000e+04 423 | 6.248219999999999345e+03 4.044288281250000000e+04 424 | 6.248229999999999563e+03 4.052849218750000000e+04 425 | 6.248239999999999782e+03 4.085127343750000000e+04 426 | 6.248250000000000000e+03 4.125232812500000000e+04 427 | 6.248260000000000218e+03 4.128558593750000000e+04 428 | 6.248270000000000437e+03 4.094018359375000000e+04 429 | 6.248280000000000655e+03 4.090376171875000000e+04 430 | 6.248289999999999964e+03 4.099960546875000000e+04 431 | 6.248300000000000182e+03 4.082364453125000000e+04 432 | 6.248309999999999491e+03 4.070214453125000000e+04 433 | 6.248319999999999709e+03 4.077199218750000000e+04 434 | 6.248329999999999927e+03 4.072542968750000000e+04 435 | 6.248340000000000146e+03 4.058691406250000000e+04 436 | 6.248350000000000364e+03 4.051512890625000000e+04 437 | 6.248360000000000582e+03 4.044903515625000000e+04 438 | 6.248369999999999891e+03 4.035019921875000000e+04 439 | 6.248380000000000109e+03 4.029093750000000000e+04 440 | 6.248389999999999418e+03 4.018589843750000000e+04 441 | 6.248399999999999636e+03 3.985341796875000000e+04 442 | 6.248409999999999854e+03 3.967027343750000000e+04 443 | 6.248420000000000073e+03 3.989105859375000000e+04 444 | 6.248430000000000291e+03 4.007404296875000000e+04 445 | 6.248440000000000509e+03 3.999749218750000000e+04 446 | 6.248449999999999818e+03 3.954642187500000000e+04 447 | 6.248460000000000036e+03 3.924326953125000000e+04 448 | 6.248469999999999345e+03 3.952455859375000000e+04 449 | 6.248479999999999563e+03 3.978580859375000000e+04 450 | 6.248489999999999782e+03 3.980482421875000000e+04 451 | 6.248500000000000000e+03 3.969717968750000000e+04 452 | 6.248510000000000218e+03 3.972781250000000000e+04 453 | 6.248520000000000437e+03 4.011100390625000000e+04 454 | 6.248530000000000655e+03 4.031572656250000000e+04 455 | 6.248539999999999964e+03 4.020216406250000000e+04 456 | 6.248550000000000182e+03 4.017540234375000000e+04 457 | 6.248559999999999491e+03 4.028527343750000000e+04 458 | 6.248569999999999709e+03 4.046637109375000000e+04 459 | 6.248579999999999927e+03 4.046022265625000000e+04 460 | 6.248590000000000146e+03 4.023689843750000000e+04 461 | 6.248600000000000364e+03 4.022824609375000000e+04 462 | 6.248610000000000582e+03 4.038560156250000000e+04 463 | 6.248619999999999891e+03 4.048326953125000000e+04 464 | 6.248630000000000109e+03 4.054505468750000000e+04 465 | 6.248639999999999418e+03 4.057875781250000000e+04 466 | 6.248649999999999636e+03 4.049473046875000000e+04 467 | 6.248659999999999854e+03 4.043023828125000000e+04 468 | 6.248670000000000073e+03 4.064364453125000000e+04 469 | 6.248680000000000291e+03 4.073175390625000000e+04 470 | 6.248690000000000509e+03 4.045673437500000000e+04 471 | 6.248699999999999818e+03 4.030116796875000000e+04 472 | 6.248710000000000036e+03 4.041274609375000000e+04 473 | 6.248719999999999345e+03 4.074688281250000000e+04 474 | 6.248729999999999563e+03 4.086095312500000000e+04 475 | 6.248739999999999782e+03 4.048600000000000000e+04 476 | 6.248750000000000000e+03 4.033637500000000000e+04 477 | 6.248760000000000218e+03 4.057009375000000000e+04 478 | 6.248770000000000437e+03 4.090838671875000000e+04 479 | 6.248780000000000655e+03 4.113127734375000000e+04 480 | 6.248789999999999964e+03 4.109122656250000000e+04 481 | 6.248800000000000182e+03 4.103128515625000000e+04 482 | 6.248809999999999491e+03 4.102367578125000000e+04 483 | 6.248819999999999709e+03 4.096777734375000000e+04 484 | 6.248829999999999927e+03 4.082480078125000000e+04 485 | 6.248840000000000146e+03 4.062352734375000000e+04 486 | 6.248850000000000364e+03 4.081357421875000000e+04 487 | 6.248860000000000582e+03 4.132214843750000000e+04 488 | 6.248869999999999891e+03 4.122239843750000000e+04 489 | 6.248880000000000109e+03 4.081097265625000000e+04 490 | 6.248889999999999418e+03 4.069773046875000000e+04 491 | 6.248899999999999636e+03 4.069871093750000000e+04 492 | 6.248909999999999854e+03 4.068846875000000000e+04 493 | 6.248920000000000073e+03 4.067762890625000000e+04 494 | 6.248930000000000291e+03 4.058951953125000000e+04 495 | 6.248940000000000509e+03 4.033368359375000000e+04 496 | 6.248949999999999818e+03 4.023162500000000000e+04 497 | 6.248960000000000036e+03 4.038635156250000000e+04 498 | 6.248969999999999345e+03 4.033607421875000000e+04 499 | 6.248979999999999563e+03 4.010114062500000000e+04 500 | 6.248989999999999782e+03 3.991662109375000000e+04 501 | -------------------------------------------------------------------------------- /data/quiet_star/test_spec1.txt: -------------------------------------------------------------------------------- 1 | # BJD: 2452989.86225, HARPS RV: 54.8543835709 km/s, relative HARPS RV: -0.442020736152 m/s 2 | 6.244010000000000218e+03 7.527152832031250000e+03 3 | 6.244020000000000437e+03 7.641790039062500000e+03 4 | 6.244030000000000655e+03 7.710416992187500000e+03 5 | 6.244040000000000873e+03 7.739095214843750000e+03 6 | 6.244050000000000182e+03 7.951062011718750000e+03 7 | 6.244060000000000400e+03 8.211873046875000000e+03 8 | 6.244069999999999709e+03 8.121394531250000000e+03 9 | 6.244079999999999927e+03 7.945130859375000000e+03 10 | 6.244090000000000146e+03 7.978952636718750000e+03 11 | 6.244100000000000364e+03 8.032401367187500000e+03 12 | 6.244110000000000582e+03 8.030886230468750000e+03 13 | 6.244120000000000800e+03 8.065990234375000000e+03 14 | 6.244130000000000109e+03 8.057452636718750000e+03 15 | 6.244140000000000327e+03 7.851760253906250000e+03 16 | 6.244149999999999636e+03 7.667520996093750000e+03 17 | 6.244159999999999854e+03 7.653450683593750000e+03 18 | 6.244170000000000073e+03 7.550508789062500000e+03 19 | 6.244180000000000291e+03 7.298746093750000000e+03 20 | 6.244190000000000509e+03 7.017630371093750000e+03 21 | 6.244200000000000728e+03 6.723821289062500000e+03 22 | 6.244210000000000036e+03 6.415775878906250000e+03 23 | 6.244220000000000255e+03 6.138197753906250000e+03 24 | 6.244229999999999563e+03 5.918339843750000000e+03 25 | 6.244239999999999782e+03 5.747204101562500000e+03 26 | 6.244250000000000000e+03 5.651444824218750000e+03 27 | 6.244260000000000218e+03 5.693476074218750000e+03 28 | 6.244270000000000437e+03 5.829452148437500000e+03 29 | 6.244280000000000655e+03 6.005284179687500000e+03 30 | 6.244290000000000873e+03 6.227257324218750000e+03 31 | 6.244300000000000182e+03 6.488034179687500000e+03 32 | 6.244310000000000400e+03 6.743692871093750000e+03 33 | 6.244319999999999709e+03 7.003630859375000000e+03 34 | 6.244329999999999927e+03 7.294852539062500000e+03 35 | 6.244340000000000146e+03 7.509050292968750000e+03 36 | 6.244350000000000364e+03 7.586770507812500000e+03 37 | 6.244360000000000582e+03 7.742253417968750000e+03 38 | 6.244370000000000800e+03 7.958672851562500000e+03 39 | 6.244380000000000109e+03 7.948021484375000000e+03 40 | 6.244390000000000327e+03 7.877082031250000000e+03 41 | 6.244399999999999636e+03 8.018347167968750000e+03 42 | 6.244409999999999854e+03 8.148607910156250000e+03 43 | 6.244420000000000073e+03 8.125202148437500000e+03 44 | 6.244430000000000291e+03 8.028073730468750000e+03 45 | 6.244440000000000509e+03 7.933971191406250000e+03 46 | 6.244450000000000728e+03 7.952534667968750000e+03 47 | 6.244460000000000036e+03 8.018607421875000000e+03 48 | 6.244470000000000255e+03 8.046291992187500000e+03 49 | 6.244479999999999563e+03 8.015826171875000000e+03 50 | 6.244489999999999782e+03 7.946240722656250000e+03 51 | 6.244500000000000000e+03 7.936467773437500000e+03 52 | 6.244510000000000218e+03 7.988808105468750000e+03 53 | 6.244520000000000437e+03 8.065106933593750000e+03 54 | 6.244530000000000655e+03 8.101092285156250000e+03 55 | 6.244540000000000873e+03 8.060187988281250000e+03 56 | 6.244550000000000182e+03 8.024738281250000000e+03 57 | 6.244560000000000400e+03 8.036426269531250000e+03 58 | 6.244569999999999709e+03 8.118223632812500000e+03 59 | 6.244579999999999927e+03 8.180356933593750000e+03 60 | 6.244590000000000146e+03 8.113064941406250000e+03 61 | 6.244600000000000364e+03 8.050454589843750000e+03 62 | 6.244610000000000582e+03 8.073667480468750000e+03 63 | 6.244620000000000800e+03 8.142867187500000000e+03 64 | 6.244630000000000109e+03 8.210102539062500000e+03 65 | 6.244640000000000327e+03 8.202580078125000000e+03 66 | 6.244649999999999636e+03 8.165123535156250000e+03 67 | 6.244659999999999854e+03 8.145973144531250000e+03 68 | 6.244670000000000073e+03 8.098150390625000000e+03 69 | 6.244680000000000291e+03 8.026623046875000000e+03 70 | 6.244690000000000509e+03 8.029482910156250000e+03 71 | 6.244700000000000728e+03 8.068485839843750000e+03 72 | 6.244710000000000036e+03 8.051958496093750000e+03 73 | 6.244720000000000255e+03 8.014149414062500000e+03 74 | 6.244729999999999563e+03 7.994924804687500000e+03 75 | 6.244739999999999782e+03 8.036228515625000000e+03 76 | 6.244750000000000000e+03 8.102476562500000000e+03 77 | 6.244760000000000218e+03 8.068365722656250000e+03 78 | 6.244770000000000437e+03 8.034733398437500000e+03 79 | 6.244780000000000655e+03 8.130364257812500000e+03 80 | 6.244790000000000873e+03 8.186247070312500000e+03 81 | 6.244800000000000182e+03 8.108378417968750000e+03 82 | 6.244810000000000400e+03 7.937409179687500000e+03 83 | 6.244819999999999709e+03 7.768578125000000000e+03 84 | 6.244829999999999927e+03 7.752312500000000000e+03 85 | 6.244840000000000146e+03 7.702360351562500000e+03 86 | 6.244850000000000364e+03 7.468001953125000000e+03 87 | 6.244860000000000582e+03 7.304459472656250000e+03 88 | 6.244870000000000800e+03 7.246805175781250000e+03 89 | 6.244880000000000109e+03 7.052478515625000000e+03 90 | 6.244890000000000327e+03 6.757864257812500000e+03 91 | 6.244899999999999636e+03 6.484552246093750000e+03 92 | 6.244909999999999854e+03 6.269706054687500000e+03 93 | 6.244920000000000073e+03 6.103087402343750000e+03 94 | 6.244930000000000291e+03 5.834128417968750000e+03 95 | 6.244940000000000509e+03 5.536925781250000000e+03 96 | 6.244950000000000728e+03 5.481060058593750000e+03 97 | 6.244960000000000036e+03 5.513982910156250000e+03 98 | 6.244970000000000255e+03 5.460870117187500000e+03 99 | 6.244979999999999563e+03 5.570500000000000000e+03 100 | 6.244989999999999782e+03 5.874300781250000000e+03 101 | 6.245000000000000000e+03 6.002176269531250000e+03 102 | 6.245010000000000218e+03 6.066575195312500000e+03 103 | 6.245020000000000437e+03 6.381870117187500000e+03 104 | 6.245030000000000655e+03 6.718365234375000000e+03 105 | 6.245040000000000873e+03 6.901133789062500000e+03 106 | 6.245050000000000182e+03 7.134281738281250000e+03 107 | 6.245060000000000400e+03 7.403451171875000000e+03 108 | 6.245069999999999709e+03 7.468109375000000000e+03 109 | 6.245079999999999927e+03 7.486701660156250000e+03 110 | 6.245090000000000146e+03 7.682236328125000000e+03 111 | 6.245100000000000364e+03 7.836213378906250000e+03 112 | 6.245110000000000582e+03 7.846857421875000000e+03 113 | 6.245120000000000800e+03 7.870804687500000000e+03 114 | 6.245130000000000109e+03 7.914725585937500000e+03 115 | 6.245140000000000327e+03 7.913016601562500000e+03 116 | 6.245149999999999636e+03 7.921077636718750000e+03 117 | 6.245159999999999854e+03 7.981520507812500000e+03 118 | 6.245170000000000073e+03 7.989108398437500000e+03 119 | 6.245180000000000291e+03 7.928543945312500000e+03 120 | 6.245190000000000509e+03 7.892938476562500000e+03 121 | 6.245200000000000728e+03 7.853298828125000000e+03 122 | 6.245210000000000036e+03 7.755914062500000000e+03 123 | 6.245220000000000255e+03 7.740609863281250000e+03 124 | 6.245229999999999563e+03 7.852372070312500000e+03 125 | 6.245239999999999782e+03 7.836852539062500000e+03 126 | 6.245250000000000000e+03 7.734391113281250000e+03 127 | 6.245260000000000218e+03 7.795693847656250000e+03 128 | 6.245270000000000437e+03 7.885574218750000000e+03 129 | 6.245280000000000655e+03 7.846456054687500000e+03 130 | 6.245290000000000873e+03 7.794386718750000000e+03 131 | 6.245300000000000182e+03 7.780410644531250000e+03 132 | 6.245310000000000400e+03 7.773798339843750000e+03 133 | 6.245319999999999709e+03 7.779789550781250000e+03 134 | 6.245329999999999927e+03 7.814323242187500000e+03 135 | 6.245340000000000146e+03 7.840993164062500000e+03 136 | 6.245350000000000364e+03 7.847218750000000000e+03 137 | 6.245360000000000582e+03 7.919238769531250000e+03 138 | 6.245370000000000800e+03 8.033898925781250000e+03 139 | 6.245380000000000109e+03 8.065524414062500000e+03 140 | 6.245390000000000327e+03 8.048772460937500000e+03 141 | 6.245399999999999636e+03 8.042709472656250000e+03 142 | 6.245409999999999854e+03 8.040636718750000000e+03 143 | 6.245420000000000073e+03 8.039845214843750000e+03 144 | 6.245430000000000291e+03 8.049589843750000000e+03 145 | 6.245440000000000509e+03 8.026612304687500000e+03 146 | 6.245450000000000728e+03 7.901534667968750000e+03 147 | 6.245460000000000036e+03 7.801908203125000000e+03 148 | 6.245470000000000255e+03 7.813740722656250000e+03 149 | 6.245479999999999563e+03 7.795619628906250000e+03 150 | 6.245489999999999782e+03 7.723926757812500000e+03 151 | 6.245500000000000000e+03 7.677454101562500000e+03 152 | 6.245510000000000218e+03 7.599341796875000000e+03 153 | 6.245520000000000437e+03 7.408393554687500000e+03 154 | 6.245530000000000655e+03 7.139447265625000000e+03 155 | 6.245540000000000873e+03 6.848963378906250000e+03 156 | 6.245550000000000182e+03 6.673536132812500000e+03 157 | 6.245560000000000400e+03 6.513426269531250000e+03 158 | 6.245569999999999709e+03 6.135723632812500000e+03 159 | 6.245579999999999927e+03 5.785759765625000000e+03 160 | 6.245590000000000146e+03 5.674151367187500000e+03 161 | 6.245600000000000364e+03 5.639727539062500000e+03 162 | 6.245610000000000582e+03 5.602012695312500000e+03 163 | 6.245620000000000800e+03 5.530098632812500000e+03 164 | 6.245630000000000109e+03 5.544857910156250000e+03 165 | 6.245640000000000327e+03 5.785221191406250000e+03 166 | 6.245649999999999636e+03 5.989606933593750000e+03 167 | 6.245659999999999854e+03 6.051681152343750000e+03 168 | 6.245670000000000073e+03 6.237712890625000000e+03 169 | 6.245680000000000291e+03 6.560228027343750000e+03 170 | 6.245690000000000509e+03 6.894264160156250000e+03 171 | 6.245700000000000728e+03 7.113153320312500000e+03 172 | 6.245710000000000036e+03 7.156181640625000000e+03 173 | 6.245720000000000255e+03 7.316472656250000000e+03 174 | 6.245729999999999563e+03 7.605772460937500000e+03 175 | 6.245739999999999782e+03 7.689505371093750000e+03 176 | 6.245750000000000000e+03 7.688145019531250000e+03 177 | 6.245760000000000218e+03 7.834303222656250000e+03 178 | 6.245770000000000437e+03 7.981878906250000000e+03 179 | 6.245780000000000655e+03 8.031808593750000000e+03 180 | 6.245790000000000873e+03 8.008836425781250000e+03 181 | 6.245800000000000182e+03 7.965902343750000000e+03 182 | 6.245810000000000400e+03 7.992820312500000000e+03 183 | 6.245819999999999709e+03 8.070148925781250000e+03 184 | 6.245829999999999927e+03 8.161371093750000000e+03 185 | 6.245840000000000146e+03 8.208542968750000000e+03 186 | 6.245850000000000364e+03 8.200796875000000000e+03 187 | 6.245860000000000582e+03 8.181032226562500000e+03 188 | 6.245870000000000800e+03 8.152273437500000000e+03 189 | 6.245880000000000109e+03 8.110313476562500000e+03 190 | 6.245890000000000327e+03 8.089533691406250000e+03 191 | 6.245899999999999636e+03 8.107120605468750000e+03 192 | 6.245909999999999854e+03 8.136634277343750000e+03 193 | 6.245920000000000073e+03 8.160191894531250000e+03 194 | 6.245930000000000291e+03 8.158450683593750000e+03 195 | 6.245940000000000509e+03 8.153492675781250000e+03 196 | 6.245950000000000728e+03 8.163030761718750000e+03 197 | 6.245960000000000036e+03 8.145030761718750000e+03 198 | 6.245970000000000255e+03 8.106850585937500000e+03 199 | 6.245979999999999563e+03 8.129056640625000000e+03 200 | 6.245989999999999782e+03 8.173747070312500000e+03 201 | 6.246000000000000000e+03 8.170314453125000000e+03 202 | 6.246010000000000218e+03 8.163213867187500000e+03 203 | 6.246020000000000437e+03 8.179621093750000000e+03 204 | 6.246030000000000655e+03 8.192870117187500000e+03 205 | 6.246040000000000873e+03 8.185800781250000000e+03 206 | 6.246050000000000182e+03 8.141715332031250000e+03 207 | 6.246060000000000400e+03 8.101375976562500000e+03 208 | 6.246069999999999709e+03 8.110194335937500000e+03 209 | 6.246079999999999927e+03 8.200898437500000000e+03 210 | 6.246090000000000146e+03 8.316735351562500000e+03 211 | 6.246100000000000364e+03 8.245910156250000000e+03 212 | 6.246110000000000582e+03 8.120409667968750000e+03 213 | 6.246120000000000800e+03 8.164604003906250000e+03 214 | 6.246130000000000109e+03 8.224835937500000000e+03 215 | 6.246140000000000327e+03 8.205325195312500000e+03 216 | 6.246149999999999636e+03 8.175935546875000000e+03 217 | 6.246159999999999854e+03 8.143068847656250000e+03 218 | 6.246170000000000073e+03 8.081935546875000000e+03 219 | 6.246180000000000291e+03 8.074704589843750000e+03 220 | 6.246190000000000509e+03 8.180187500000000000e+03 221 | 6.246200000000000728e+03 8.249353515625000000e+03 222 | 6.246210000000000036e+03 8.242795898437500000e+03 223 | 6.246220000000000255e+03 8.238353515625000000e+03 224 | 6.246229999999999563e+03 8.228379882812500000e+03 225 | 6.246239999999999782e+03 8.183450195312500000e+03 226 | 6.246250000000000000e+03 8.105603027343750000e+03 227 | 6.246260000000000218e+03 8.024020019531250000e+03 228 | 6.246270000000000437e+03 8.056964843750000000e+03 229 | 6.246280000000000655e+03 8.175354492187500000e+03 230 | 6.246290000000000873e+03 8.256620117187500000e+03 231 | 6.246300000000000182e+03 8.246151367187500000e+03 232 | 6.246310000000000400e+03 8.134626953125000000e+03 233 | 6.246319999999999709e+03 8.106833007812500000e+03 234 | 6.246329999999999927e+03 8.184080566406250000e+03 235 | 6.246340000000000146e+03 8.209133789062500000e+03 236 | 6.246350000000000364e+03 8.184924316406250000e+03 237 | 6.246360000000000582e+03 8.156245117187500000e+03 238 | 6.246370000000000800e+03 8.181769042968750000e+03 239 | 6.246380000000000109e+03 8.263080078125000000e+03 240 | 6.246390000000000327e+03 8.265946289062500000e+03 241 | 6.246399999999999636e+03 8.214247070312500000e+03 242 | 6.246409999999999854e+03 8.213836914062500000e+03 243 | 6.246420000000000073e+03 8.220375000000000000e+03 244 | 6.246430000000000291e+03 8.191053710937500000e+03 245 | 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8.106157714843750000e+03 263 | 6.246620000000000800e+03 7.951458984375000000e+03 264 | 6.246630000000000109e+03 8.031987304687500000e+03 265 | 6.246640000000000327e+03 8.155171875000000000e+03 266 | 6.246649999999999636e+03 7.943218261718750000e+03 267 | 6.246659999999999854e+03 7.703961914062500000e+03 268 | 6.246670000000000073e+03 7.628236328125000000e+03 269 | 6.246680000000000291e+03 7.424628417968750000e+03 270 | 6.246690000000000509e+03 7.097554687500000000e+03 271 | 6.246700000000000728e+03 6.862491210937500000e+03 272 | 6.246710000000000036e+03 6.629248046875000000e+03 273 | 6.246720000000000255e+03 6.295727050781250000e+03 274 | 6.246729999999999563e+03 5.997321289062500000e+03 275 | 6.246739999999999782e+03 5.802714355468750000e+03 276 | 6.246750000000000000e+03 5.722277832031250000e+03 277 | 6.246760000000000218e+03 5.700084472656250000e+03 278 | 6.246770000000000437e+03 5.664313476562500000e+03 279 | 6.246780000000000655e+03 5.719572753906250000e+03 280 | 6.246790000000000873e+03 5.916600585937500000e+03 281 | 6.246800000000000182e+03 6.160615722656250000e+03 282 | 6.246810000000000400e+03 6.450921875000000000e+03 283 | 6.246819999999999709e+03 6.831607421875000000e+03 284 | 6.246829999999999927e+03 7.156821777343750000e+03 285 | 6.246840000000000146e+03 7.315937011718750000e+03 286 | 6.246850000000000364e+03 7.474975585937500000e+03 287 | 6.246860000000000582e+03 7.678055664062500000e+03 288 | 6.246870000000000800e+03 7.854414062500000000e+03 289 | 6.246880000000000109e+03 7.964631835937500000e+03 290 | 6.246890000000000327e+03 7.987384765625000000e+03 291 | 6.246899999999999636e+03 8.044925292968750000e+03 292 | 6.246909999999999854e+03 8.172108398437500000e+03 293 | 6.246920000000000073e+03 8.227838867187500000e+03 294 | 6.246930000000000291e+03 8.188490722656250000e+03 295 | 6.246940000000000509e+03 8.082300292968750000e+03 296 | 6.246950000000000728e+03 8.049943359375000000e+03 297 | 6.246960000000000036e+03 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6.247140000000000327e+03 7.980014648437500000e+03 316 | 6.247149999999999636e+03 8.012007324218750000e+03 317 | 6.247159999999999854e+03 8.055584960937500000e+03 318 | 6.247170000000000073e+03 8.057165527343750000e+03 319 | 6.247180000000000291e+03 7.969473632812500000e+03 320 | 6.247190000000000509e+03 7.893183593750000000e+03 321 | 6.247200000000000728e+03 7.877248046875000000e+03 322 | 6.247210000000000036e+03 7.882437988281250000e+03 323 | 6.247220000000000255e+03 7.896604003906250000e+03 324 | 6.247229999999999563e+03 7.911660644531250000e+03 325 | 6.247239999999999782e+03 7.867947265625000000e+03 326 | 6.247250000000000000e+03 7.742703613281250000e+03 327 | 6.247260000000000218e+03 7.659022949218750000e+03 328 | 6.247270000000000437e+03 7.636257324218750000e+03 329 | 6.247280000000000655e+03 7.619209472656250000e+03 330 | 6.247290000000000873e+03 7.526137695312500000e+03 331 | 6.247300000000000182e+03 7.308730957031250000e+03 332 | 6.247310000000000400e+03 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6.247489999999999782e+03 3.017078369140625000e+03 351 | 6.247500000000000000e+03 3.292610107421875000e+03 352 | 6.247510000000000218e+03 3.651024414062500000e+03 353 | 6.247520000000000437e+03 3.972543945312500000e+03 354 | 6.247530000000000655e+03 4.422707519531250000e+03 355 | 6.247540000000000873e+03 5.045370117187500000e+03 356 | 6.247550000000000182e+03 5.490989746093750000e+03 357 | 6.247560000000000400e+03 5.788305175781250000e+03 358 | 6.247569999999999709e+03 6.187483398437500000e+03 359 | 6.247579999999999927e+03 6.546949218750000000e+03 360 | 6.247590000000000146e+03 6.730835937500000000e+03 361 | 6.247600000000000364e+03 6.844770996093750000e+03 362 | 6.247610000000000582e+03 6.976295410156250000e+03 363 | 6.247620000000000800e+03 7.235240234375000000e+03 364 | 6.247630000000000109e+03 7.489564453125000000e+03 365 | 6.247640000000000327e+03 7.573572753906250000e+03 366 | 6.247649999999999636e+03 7.570373535156250000e+03 367 | 6.247659999999999854e+03 7.556190917968750000e+03 368 | 6.247670000000000073e+03 7.626161132812500000e+03 369 | 6.247680000000000291e+03 7.734928710937500000e+03 370 | 6.247690000000000509e+03 7.783812500000000000e+03 371 | 6.247700000000000728e+03 7.808439453125000000e+03 372 | 6.247710000000000036e+03 7.844830566406250000e+03 373 | 6.247720000000000255e+03 7.918259765625000000e+03 374 | 6.247729999999999563e+03 8.000781738281250000e+03 375 | 6.247739999999999782e+03 8.022199218750000000e+03 376 | 6.247750000000000000e+03 7.998182617187500000e+03 377 | 6.247760000000000218e+03 7.955339355468750000e+03 378 | 6.247770000000000437e+03 7.924548339843750000e+03 379 | 6.247780000000000655e+03 7.944011230468750000e+03 380 | 6.247790000000000873e+03 8.078141113281250000e+03 381 | 6.247800000000000182e+03 8.172741210937500000e+03 382 | 6.247810000000000400e+03 8.060975585937500000e+03 383 | 6.247819999999999709e+03 7.991062988281250000e+03 384 | 6.247829999999999927e+03 8.062636230468750000e+03 385 | 6.247840000000000146e+03 8.138518066406250000e+03 386 | 6.247850000000000364e+03 8.174707031250000000e+03 387 | 6.247860000000000582e+03 8.155529296875000000e+03 388 | 6.247870000000000800e+03 8.136241210937500000e+03 389 | 6.247880000000000109e+03 8.140210937500000000e+03 390 | 6.247890000000000327e+03 8.091272460937500000e+03 391 | 6.247899999999999636e+03 8.017039550781250000e+03 392 | 6.247909999999999854e+03 8.016021484375000000e+03 393 | 6.247920000000000073e+03 8.054387695312500000e+03 394 | 6.247930000000000291e+03 8.091481445312500000e+03 395 | 6.247940000000000509e+03 8.127768066406250000e+03 396 | 6.247950000000000728e+03 8.147894531250000000e+03 397 | 6.247960000000000036e+03 8.113366699218750000e+03 398 | 6.247970000000000255e+03 8.122421875000000000e+03 399 | 6.247979999999999563e+03 8.260915039062500000e+03 400 | 6.247989999999999782e+03 8.232011718750000000e+03 401 | 6.248000000000000000e+03 8.013173828125000000e+03 402 | 6.248010000000000218e+03 8.059888183593750000e+03 403 | 6.248020000000000437e+03 8.222172851562500000e+03 404 | 6.248030000000000655e+03 8.155554687500000000e+03 405 | 6.248040000000000873e+03 8.100121582031250000e+03 406 | 6.248050000000000182e+03 8.185242675781250000e+03 407 | 6.248060000000000400e+03 8.187317382812500000e+03 408 | 6.248069999999999709e+03 8.127909667968750000e+03 409 | 6.248079999999999927e+03 8.161479003906250000e+03 410 | 6.248090000000000146e+03 8.154376464843750000e+03 411 | 6.248100000000000364e+03 8.019503906250000000e+03 412 | 6.248110000000000582e+03 8.005169433593750000e+03 413 | 6.248120000000000800e+03 8.139635253906250000e+03 414 | 6.248130000000000109e+03 8.259961914062500000e+03 415 | 6.248140000000000327e+03 8.284956054687500000e+03 416 | 6.248149999999999636e+03 8.176775878906250000e+03 417 | 6.248159999999999854e+03 8.123312988281250000e+03 418 | 6.248170000000000073e+03 8.175919921875000000e+03 419 | 6.248180000000000291e+03 8.206008789062500000e+03 420 | 6.248190000000000509e+03 8.191913574218750000e+03 421 | 6.248200000000000728e+03 8.144887207031250000e+03 422 | 6.248210000000000036e+03 8.129227539062500000e+03 423 | 6.248220000000000255e+03 8.177228515625000000e+03 424 | 6.248229999999999563e+03 8.259312500000000000e+03 425 | 6.248239999999999782e+03 8.292259765625000000e+03 426 | 6.248250000000000000e+03 8.161214843750000000e+03 427 | 6.248260000000000218e+03 8.100760253906250000e+03 428 | 6.248270000000000437e+03 8.246150390625000000e+03 429 | 6.248280000000000655e+03 8.291108398437500000e+03 430 | 6.248290000000000873e+03 8.200321289062500000e+03 431 | 6.248300000000000182e+03 8.126872558593750000e+03 432 | 6.248310000000000400e+03 8.079013183593750000e+03 433 | 6.248319999999999709e+03 8.051566406250000000e+03 434 | 6.248329999999999927e+03 8.092502929687500000e+03 435 | 6.248340000000000146e+03 8.165932128906250000e+03 436 | 6.248350000000000364e+03 8.115315917968750000e+03 437 | 6.248360000000000582e+03 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6.248540000000000873e+03 7.818222167968750000e+03 456 | 6.248550000000000182e+03 7.809571777343750000e+03 457 | 6.248560000000000400e+03 7.909645996093750000e+03 458 | 6.248569999999999709e+03 7.888836914062500000e+03 459 | 6.248579999999999927e+03 7.789931640625000000e+03 460 | 6.248590000000000146e+03 7.718221679687500000e+03 461 | 6.248600000000000364e+03 7.592925292968750000e+03 462 | 6.248610000000000582e+03 7.378703125000000000e+03 463 | 6.248620000000000800e+03 7.138399902343750000e+03 464 | 6.248630000000000109e+03 6.895437011718750000e+03 465 | 6.248640000000000327e+03 6.654214355468750000e+03 466 | 6.248649999999999636e+03 6.298295898437500000e+03 467 | 6.248659999999999854e+03 5.810048828125000000e+03 468 | 6.248670000000000073e+03 5.516687011718750000e+03 469 | 6.248680000000000291e+03 5.385388183593750000e+03 470 | 6.248690000000000509e+03 5.157035644531250000e+03 471 | 6.248700000000000728e+03 4.964723632812500000e+03 472 | 6.248710000000000036e+03 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6.248890000000000327e+03 8.193624023437500000e+03 491 | 6.248899999999999636e+03 8.102275878906250000e+03 492 | 6.248909999999999854e+03 8.103243164062500000e+03 493 | 6.248920000000000073e+03 8.146473632812500000e+03 494 | 6.248930000000000291e+03 8.181922363281250000e+03 495 | 6.248940000000000509e+03 8.224740234375000000e+03 496 | 6.248950000000000728e+03 8.276966796875000000e+03 497 | 6.248960000000000036e+03 8.325654296875000000e+03 498 | 6.248970000000000255e+03 8.298824218750000000e+03 499 | 6.248979999999999563e+03 8.151429199218750000e+03 500 | 6.248989999999999782e+03 8.090602539062500000e+03 501 | -------------------------------------------------------------------------------- /data/quiet_star/test_spec2.txt: -------------------------------------------------------------------------------- 1 | # BJD: 2453053.84176, HARPS RV: 54.8574660489 km/s, relative HARPS RV: 2.64045728915 m/s 2 | 6.244010000000000218e+03 6.636692382812500000e+03 3 | 6.244020000000000437e+03 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