From f3191aeafbc224111742ce8236e317906bec7535 Mon Sep 17 00:00:00 2001 From: L-Nafaryus Date: Thu, 14 Mar 2024 16:04:24 +0500 Subject: [PATCH] stage changes --- .gitignore | 3 +- data/analyze.ipynb | 230 ++++++++++++++++++++++++++++++++++++++++----- 2 files changed, 210 insertions(+), 23 deletions(-) diff --git a/.gitignore b/.gitignore index 76903f8..15c6652 100644 --- a/.gitignore +++ b/.gitignore @@ -25,4 +25,5 @@ env/ .pytest_cache dist/ doc/anisotropy/* -!doc/anisotropy/.gitkeep \ No newline at end of file +!doc/anisotropy/.gitkeep +/.idea diff --git a/data/analyze.ipynb b/data/analyze.ipynb index e61646b..e52468b 100644 --- a/data/analyze.ipynb +++ b/data/analyze.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -11,6 +11,7 @@ "\n", "from anisotropy.database import Database, tables\n", "import pathlib\n", + "\n", "import peewee as pw\n", "import numpy as np\n", "import pandas as pd\n", @@ -19,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -29,7 +30,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -143,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -156,6 +157,156 @@ "anisotropy = pd.DataFrame({\"simple\": None, \"bodyCentered\": None, \"faceCentered\": None}, index = [\"A21\", \"A31\"])" ] }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "df = load_data(execution, \"volume\")" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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alphavolumedirectionlabel
00.0106.299808e-15[0.0, 0.0, 1.0]bodyCentered
10.0156.101743e-15[0.0, 0.0, 1.0]bodyCentered
20.0205.902559e-15[0.0, 0.0, 1.0]bodyCentered
30.0255.702339e-15[0.0, 0.0, 1.0]bodyCentered
40.0305.508176e-15[0.0, 0.0, 1.0]bodyCentered
...............
3160.2501.841166e-15[1.0, 1.0, 1.0]simple
3170.2551.705807e-15[1.0, 1.0, 1.0]simple
3180.2601.574410e-15[1.0, 1.0, 1.0]simple
3190.2651.447357e-15[1.0, 1.0, 1.0]simple
3200.2701.325051e-15[1.0, 1.0, 1.0]simple
\n", + "

321 rows × 4 columns

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" + ], + "text/plain": [ + " alpha volume direction label\n", + "0 0.010 6.299808e-15 [0.0, 0.0, 1.0] bodyCentered\n", + "1 0.015 6.101743e-15 [0.0, 0.0, 1.0] bodyCentered\n", + "2 0.020 5.902559e-15 [0.0, 0.0, 1.0] bodyCentered\n", + "3 0.025 5.702339e-15 [0.0, 0.0, 1.0] bodyCentered\n", + "4 0.030 5.508176e-15 [0.0, 0.0, 1.0] bodyCentered\n", + ".. ... ... ... ...\n", + "316 0.250 1.841166e-15 [1.0, 1.0, 1.0] simple\n", + "317 0.255 1.705807e-15 [1.0, 1.0, 1.0] simple\n", + "318 0.260 1.574410e-15 [1.0, 1.0, 1.0] simple\n", + "319 0.265 1.447357e-15 [1.0, 1.0, 1.0] simple\n", + "320 0.270 1.325051e-15 [1.0, 1.0, 1.0] simple\n", + "\n", + "[321 rows x 4 columns]" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -165,19 +316,17 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -258,13 +405,53 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "anisotropy[\"simple\"] = [(k2 / k1).mean(), (k3 / k1).mean()]" ] }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "81.01844712765529" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "k1.mean() / (0.9869 * 10**-12) * 1000" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.07995710547028301" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "k1.mean() * (10**6)**2" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -707,7 +894,7 @@ "hash": "19649669bd52b0be75e091dcf60d2128e4a347083ff474cfec5ff9275df3ceed" }, "kernelspec": { - "display_name": "Python 3.9.9 64-bit ('anisotropy': conda)", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -721,10 +908,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.10" - }, - "orig_nbformat": 4 + "version": "3.11.2" + } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 }