From 571bc0951617e46ad39858a869d520bd71b1d890 Mon Sep 17 00:00:00 2001 From: Joshua Coles Date: Fri, 17 Mar 2023 19:02:58 +0000 Subject: [PATCH] 3D graphs --- notebooks/3d.ipynb | 163 +++++++++++++++++++++++++++------------------ notebooks/lib.py | 31 +++++++++ 2 files changed, 129 insertions(+), 65 deletions(-) diff --git a/notebooks/3d.ipynb b/notebooks/3d.ipynb index c71db85..2bc1b2b 100644 --- a/notebooks/3d.ipynb +++ b/notebooks/3d.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "collapsed": true }, @@ -13,16 +13,16 @@ "import matplotlib.pyplot as plt\n", "import scipy\n", "from glob import glob\n", - "from notebooks.lib import read_xyz, read_load" + "from notebooks.lib import read_xyz_alt, read_load, linear, mean_across" ] }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 2, "outputs": [], "source": [ - "def linear(x, a, b):\n", - " return x * a + b\n" + "c_direct_neighbours = read_load(\"../data/c-3d-direct-neighbours\", read_xyz_alt)\n", + "c_off_axis_neighbours = read_load(\"../data/c-3d-off-axis-neighbours\", read_xyz_alt)" ], "metadata": { "collapsed": false @@ -30,13 +30,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "outputs": [], "source": [ - "c_direct_neighbours = read_load(\n", - " \"/Users/joshuacoles/Developer/checkouts/jc3091/CompB DLA/data-analysis/data/c-3d-direct-neighbours\", read_xyz)\n", - "c_off_axis_neighbours = read_load(\n", - " \"/Users/joshuacoles/Developer/checkouts/jc3091/CompB DLA/data-analysis/data/c-3d-off-axis-neighbours\", read_xyz)" + "direct_meaned_by_N = mean_across(c_direct_neighbours)\n", + "offaxis_meaned_by_N = mean_across(c_off_axis_neighbours)" ], "metadata": { "collapsed": false @@ -44,12 +42,12 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 4, "outputs": [ { "data": { "text/plain": "
", - "image/png": "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" + "image/png": "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" }, "metadata": {}, "output_type": "display_data" @@ -57,7 +55,7 @@ { "data": { "text/plain": "
", - "image/png": "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" + "image/png": "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" }, "metadata": {}, "output_type": "display_data" @@ -81,51 +79,27 @@ }, { "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "for _, run in c_direct_neighbours.groupby('run'):\n", - " plt.plot(run.N, run.cr)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 34, + "execution_count": 5, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", - " result = getattr(ufunc, method)(*inputs, **kwargs)\n" - ] - }, { "data": { "text/plain": "
", - "image/png": "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" + "image/png": "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" }, "metadata": {}, "output_type": "display_data" }, { "data": { - "text/plain": "(array([1.68571639, 1.41007603]),\n array([[ 6.66524704e-07, -2.46788968e-06],\n [-2.46788968e-06, 9.25357395e-06]]))" + "text/plain": "(array([1.89170474, 0.58907793]),\n array([[ 5.09493737e-07, -1.86623148e-06],\n [-1.86623148e-06, 6.96759885e-06]]))" }, - "execution_count": 34, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "meaned_by_N = c_direct_neighbours.groupby('N').agg({'fd': ['mean', 'std']}) \\\n", - " .reset_index() \\\n", - " .replace([np.inf, -np.inf], np.nan)\n", - "\n", - "without_prefix = c_direct_neighbours[c_direct_neighbours.N > 200]\n", + "without_prefix = c_direct_neighbours\n", "\n", "p, pcov = scipy.optimize.curve_fit(linear, np.log(without_prefix.cr), np.log(without_prefix.N))\n", "linear_extent = np.linspace(0, np.max(np.log(c_direct_neighbours.cr)))\n", @@ -144,42 +118,85 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 6, "outputs": [ { - "data": { - "text/plain": "" - }, - "execution_count": 50, - "metadata": {}, - "output_type": "execute_result" + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/yz/hjlw4lyn3rq0s5y_r82b55cw0000gn/T/ipykernel_38665/3346041710.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n", + " mn = c_direct_neighbours.groupby(\"N\").mean().reset_index()\n" + ] }, { "data": { - "text/plain": "
", - "image/png": "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" + "text/plain": "
", + "image/png": "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" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "(array([1.89170474, 0.58907793]),\n array([[ 5.09493737e-07, -1.86623148e-06],\n [-1.86623148e-06, 6.96759885e-06]]))" + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mn = c_direct_neighbours.groupby(\"N\").mean().reset_index()\n", + "mn_p, mn_pcov = scipy.optimize.curve_fit(linear, np.log(mn.cr), np.log(mn.N))\n", + "linear_extent = np.linspace(0, np.max(np.log(mn.cr)))\n", + "\n", + "plt.scatter(np.log(mn.cr), np.log(mn.N), s=1, marker='.', color=\"tab:blue\")\n", + "plt.plot(linear_extent, linear(linear_extent, *mn_p), color=\"tab:red\")\n", + "\n", + "plt.xlabel(\"$\\\\log r_{max}$\")\n", + "plt.ylabel(\"$\\\\log N$\")\n", + "plt.show()\n", + "p, pcov" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 7, + "outputs": [], + "source": [ + "rust_direct = read_load(\"../data/rust-3d\", read_xyz_alt)\n", + "rust_direct_meaned_by_N = mean_across(rust_direct)" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 8, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": "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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ - "direct_meaned_by_N = c_direct_neighbours.groupby('N').agg({'fd': ['mean', 'std']}) \\\n", - " .reset_index() \\\n", - " .replace([np.inf, -np.inf], np.nan)\n", + "fig, ax = plt.subplots(figsize=(6, 6))\n", "\n", - "offaxis_meaned_by_N = c_off_axis_neighbours.groupby('N').agg({'fd': ['mean', 'std']}) \\\n", - " .reset_index() \\\n", - " .replace([np.inf, -np.inf], np.nan)\n", "\n", - "fig, ax = plt.subplots(figsize=(10, 10))\n", - "\n", - "def nc_fd(df, label, color=None):\n", + "def nc_fd(df, label, color=None, ignore_prefix=0):\n", " plt.fill_between(\n", " df.N,\n", " # TODO Check error math here\n", - " (df['fd']['mean'] - df['fd']['std'] / np.sqrt(20)),\n", - " (df['fd']['mean'] + df['fd']['std'] / np.sqrt(20)),\n", + " (df[ignore_prefix:]['fd']['mean'] - df[ignore_prefix:]['fd']['stderr']),\n", + " (df[ignore_prefix:]['fd']['mean'] + df[ignore_prefix:]['fd']['stderr']),\n", " color=color,\n", " alpha=0.2,\n", " label=f\"{label}, standard error band\"\n", @@ -193,16 +210,32 @@ " )\n", "\n", "\n", - "nc_fd(direct_meaned_by_N[:], label=\"Direct\", color=\"tab:blue\")\n", - "nc_fd(offaxis_meaned_by_N[:], label=\"Off-axis\", color=\"tab:green\")\n", + "nc_fd(direct_meaned_by_N, label=\"IPC + 3D Direct\", color=\"tab:blue\")\n", + "nc_fd(offaxis_meaned_by_N, label=\"IPC + 3D Off-axis\", color=\"tab:green\")\n", + "nc_fd(rust_direct_meaned_by_N, label=\"NF 3D Off-axis\", color=\"tab:orange\")\n", "\n", "plt.plot([np.min(without_prefix.N), np.max(without_prefix.N)], [2.5, 2.5], color='tab:red', label='Theory')\n", "plt.fill_between(without_prefix.N, 2.5 - 0.01, 2.5 + 0.01, alpha=0.2, color='tab:red', label='Theory error band')\n", - "plt.legend()" + "\n", + "plt.xlabel(\"$N_C$\")\n", + "plt.ylabel(\"$fd$ (instantaneous)\")\n", + "plt.legend()\n", + "\n", + "plt.savefig('../figures/3d-nc-fd-convergence.svg')\n", + "plt.savefig('../figures/3d-nc-fd-convergence.png')" ], "metadata": { "collapsed": false } + }, + { + "cell_type": "code", + "execution_count": 8, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + } } ], "metadata": { diff --git a/notebooks/lib.py b/notebooks/lib.py index e039014..ed08cfe 100644 --- a/notebooks/lib.py +++ b/notebooks/lib.py @@ -28,6 +28,24 @@ def read_xyz(path: str): return df +def read_xyz_alt(path: str): + df = pd.read_csv(path) + df['N'] = df.index + 1 + + # Find the outermost corner of this object + df['r'] = ( + (df.x.abs() + np.sqrt(0.5)) ** 2 + + (df.y.abs() + np.sqrt(0.5)) ** 2 + + (df.z.abs() + np.sqrt(0.5)) ** 2 + ) ** 0.5 + + df['cr'] = df.r.cummax() + df['fd'] = np.log(df.N) / np.log(df.cr) + df['run'] = os.path.splitext(Path(path).name)[0] + + return df + + def read_load(load_dir: str, reader=read_xy): paths = glob(f'{load_dir}/*.csv') return pd.concat([reader(path) for path in paths]) @@ -78,3 +96,16 @@ def fd_stats(dfs): fds = [mean_of_tail(df.fd, 0.1) for df in dfs] fds_clean = [f for f in fds if f < np.inf] return np.mean(fds_clean), np.mean(fds_clean) / np.sqrt(fds_clean.length()) + + +def linear(x, a, b): + return x * a + b + + +def mean_across(df): + runs = df.run.unique().size + data = df.groupby('N').agg({'fd': ['mean', 'std', ['stderr', lambda fd: np.std(fd) / np.sqrt(runs)]]}) \ + .reset_index() \ + .replace([np.inf, -np.inf], np.nan) + + return data