diff --git a/README.md b/README.md index 18f4ec7..843ec65 100644 --- a/README.md +++ b/README.md @@ -73,14 +73,13 @@ qnm.download_data() # Only need to do this once # Data directory //qnm/data contains 860 pickle files ``` -Then, use `qnm.cached.KerrSeqCache` to load a +Then, use `qnm.modes_cache` to load a `qnm.spinsequence.KerrSpinSeq` of interest. If the mode is not available, it will try to compute it (see detailed documentation for how to control that calculation). ```python -ksc = qnm.cached.KerrSeqCache(init_schw=True) # Only need init_schw once -mode_seq = ksc(s=-2,l=2,m=2,n=0) +grav_220 = qnm.modes_cache(s=-2,l=2,m=2,n=0) omega, A, C = mode_seq(a=0.68) print(omega) # (0.5239751042900845-0.08151262363119974j) @@ -107,7 +106,7 @@ s, l, m = (-2, 2, 2) mode_list = [(s, l, m, n) for n in np.arange(0,7)] modes = {} for ind in mode_list: - modes[ind] = ksc(*ind) + modes[ind] = qnm.modes_cache(*ind) plt.figure(figsize=(16,8)) @@ -142,7 +141,7 @@ s, l, n = (-2, 2, 0) mode_list = [(s, l, m, n) for m in np.arange(-l,l+1)] modes = {} for ind in mode_list: - modes[ind] = ksc(*ind) + modes[ind] = qnm.modes_cache(*ind) plt.figure(figsize=(16,8)) diff --git a/notebooks/example_22n.png b/notebooks/example_22n.png index e0af6ed..ba129e6 100644 Binary files a/notebooks/example_22n.png and b/notebooks/example_22n.png differ diff --git a/notebooks/example_2m0.png b/notebooks/example_2m0.png index 572172a..7ab67cc 100644 Binary files a/notebooks/example_2m0.png and b/notebooks/example_2m0.png differ diff --git a/notebooks/examples.ipynb b/notebooks/examples.ipynb index fde147e..f760786 100644 --- a/notebooks/examples.ipynb +++ b/notebooks/examples.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -12,25 +12,16 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2.7.15 (default, Jun 21 2018, 11:39:23) \n", - "[GCC 4.2.1 Compatible Apple LLVM 9.1.0 (clang-902.0.39.2)]\n" - ] - } - ], + "outputs": [], "source": [ "print(sys.version)" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -39,7 +30,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -48,7 +39,17 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(qnm.__path__)\n", + "print(qnm.__version__)" + ] + }, + { + "cell_type": "code", + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -67,17 +68,9 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Destination path /Users/leo/src/qnm/qnm/data.tar.bz2 already exists, use overwrite=True to force an overwrite.\n" - ] - } - ], + "outputs": [], "source": [ "qnm.download_data()" ] @@ -91,29 +84,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "ksc = qnm.cached.KerrSeqCache(init_schw=True) # Only need init_schw once" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "omega_{-2,2,2,0} = (0.52397510429-0.0815126236312j), A{-2,2,2,0} = (2.95633579451+0.178052173926j)\n" - ] - } - ], "source": [ "s, l, m, n = (-2, 2, 2, 0)\n", - "mode_seq = ksc(s=s,l=l,m=m,n=n)\n", + "mode_seq = qnm.modes_cache(s=s,l=l,m=m,n=n)\n", "a = 0.68\n", "omega, A, C = mode_seq(a=a)\n", "print(\"omega_{{{0},{1},{2},{3}}} = {4}, A{{{0},{1},{2},{3}}} = {5}\".format(s,l,m,n,omega,A))" @@ -128,31 +104,15 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 494, - "width": 968 - } - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "s, l, m = (-2, 2, 2)\n", "mode_list = [(s, l, m, n) for n in np.arange(0,7)]\n", "modes = {}\n", "for ind in mode_list:\n", - " modes[ind] = ksc(*ind)\n", + " modes[ind] = qnm.modes_cache(*ind)\n", "\n", "plt.figure(figsize=(16,8))\n", "\n", @@ -182,31 +142,15 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "image/png": { - "height": 494, - "width": 976 - } - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "s, l, n = (-2, 2, 0)\n", "mode_list = [(s, l, m, n) for m in np.arange(-l,l+1)]\n", "modes = {}\n", "for ind in mode_list:\n", - " modes[ind] = ksc(*ind)\n", + " modes[ind] = qnm.modes_cache(*ind)\n", "\n", "plt.figure(figsize=(16,8))\n", "\n", @@ -251,14 +195,14 @@ "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.15" + "pygments_lexer": "ipython3", + "version": "3.7.3" } }, "nbformat": 4, diff --git a/qnm/__init__.py b/qnm/__init__.py index b1033cd..592ee32 100644 --- a/qnm/__init__.py +++ b/qnm/__init__.py @@ -12,11 +12,10 @@ >>> import qnm >>> # qnm.download_data() # Only need to do this once ->>> ksc = qnm.cached.KerrSeqCache(init_schw=True) # Only need init_schw once per session ->>> mode_seq = ksc(s=-2,l=2,m=2,n=0) ->>> omega, A, C = mode_seq(a=0.68) +>>> grav_220 = qnm.modes_cache(s=-2,l=2,m=2,n=0) +>>> omega, A, C = grav_220(a=0.68) >>> print(omega) -(0.5239751042900845-0.08151262363119974j) +(0.5239751042900845-0.08151262363119986j) """ @@ -55,3 +54,22 @@ from . import cached from .cached import download_data + +############################################################ +## Package initialization + +# Singleton for cache +modes_cache = cached.KerrSeqCache(init_schw=True) + +# Ensure common versions of jitted functions are compiled +def _ensure_jitted(): + finder = nearby.NearbyRootFinder(a=0.3, s=-2, m=2, A_closest_to=3.6+0.1j, + l_max=20, omega_guess=0.4-0.09j, + tol=1e-10, n_inv=0, Nr_max=4000) + finder.do_solve() + finder.set_params(Nr_max=float("inf")) + finder.do_solve() + + return + +_ensure_jitted() diff --git a/qnm/_version.py b/qnm/_version.py index 6cd38b7..493f741 100644 --- a/qnm/_version.py +++ b/qnm/_version.py @@ -1 +1 @@ -__version__ = "0.2.7" +__version__ = "0.3.0" diff --git a/qnm/cached.py b/qnm/cached.py index 7666960..b473e9a 100644 --- a/qnm/cached.py +++ b/qnm/cached.py @@ -1,7 +1,8 @@ """ Caching interface to Kerr QNMs -This is a high-level interface to the package. An instance of -:class:`KerrSeqCache` will return instances of +This is a high-level interface to the package. +The global cache `qnm.modes_cache` (an instance of +:class:`KerrSeqCache`) will return instances of :class:`qnm.spinsequence.KerrSpinSeq` from memory or disk. If a spin sequence is neither in memory nor on disk then it will be computed and returned. @@ -193,11 +194,10 @@ class KerrSeqCache(object): >>> import qnm >>> # qnm.download_data() # Only need to do this once - >>> ksc = qnm.cached.KerrSeqCache(init_schw=True) # Only need init_schw once per session - >>> mode_seq = ksc(s=-2,l=2,m=2,n=0) - >>> omega, A, C = mode_seq(a=0.68) + >>> grav_220 = qnm.modes_cache(s=-2,l=2,m=2,n=0) + >>> omega, A, C = grav_220(a=0.68) >>> print(omega) - (0.5239751042900845-0.08151262363119974j) + (0.5239751042900845-0.08151262363119986j) """ diff --git a/qnm/nearby.py b/qnm/nearby.py index faabc07..7001d90 100644 --- a/qnm/nearby.py +++ b/qnm/nearby.py @@ -25,7 +25,7 @@ class NearbyRootFinder(object): a: float [default: 0.] Dimensionless spin of black hole, 0 <= a < 1. - s: int [default: 2] + s: int [default: -2] Spin of field of interest m: int [default: 2] diff --git a/qnm/radial.py b/qnm/radial.py index 123b9df..31f2cb8 100644 --- a/qnm/radial.py +++ b/qnm/radial.py @@ -217,7 +217,7 @@ def leaver_cf_inv_lentz_old(omega, a, s, m, A, n_inv, >>> from qnm.radial import leaver_cf_inv_lentz_old, leaver_cf_inv_lentz >>> print(leaver_cf_inv_lentz_old(omega=.4 - 0.2j, a=0.02, s=-2, m=2, A=4.+0.j, n_inv=0)) - ((-3.5662773770495546-1.5388710793384461j), 9.702542314939062e-11, 76) + ((-3.5662773770495972-1.538871079338485j), 9.702532283649582e-11, 76) Compare the two versions of the function: @@ -317,7 +317,7 @@ def leaver_cf_inv_lentz(omega, a, s, m, A, n_inv, >>> from qnm.radial import leaver_cf_inv_lentz >>> print(leaver_cf_inv_lentz(omega=.4 - 0.2j, a=0.02, s=-2, m=2, A=4.+0.j, n_inv=0)) - ((-3.5662773770495546-1.5388710793384461j), 9.702542314939062e-11, 76) + ((-3.5662773770495972-1.538871079338485j), 9.702532283649582e-11, 76) References ---------- diff --git a/qnm/schwarzschild/overtonesequence.py b/qnm/schwarzschild/overtonesequence.py index 55e2584..9f5c2a4 100644 --- a/qnm/schwarzschild/overtonesequence.py +++ b/qnm/schwarzschild/overtonesequence.py @@ -83,13 +83,13 @@ class SchwOvertoneSeq(object): >>> seq = SchwOvertoneSeq(s=-1, l=3, n_max=5) >>> seq.find_sequence() >>> print(seq.omega[5]) - (0.5039017454081958-1.1703558890487786j) + (0.503901745408196-1.1703558890487784j) Later, you want to go out to n=8: >>> seq.extend(n_max=8) >>> print(seq.omega[8]) - (0.4227909293895908-1.9136575597714864j) + (0.422790929389591-1.9136575597714867j) """