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Added only_lower_triangle option to TestM2M
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,201 @@ | ||
| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 1, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from sciunit.models.examples import ConstModel\n", | ||
| "from sciunit.tests import TestM2M\n", | ||
| "from sciunit.scores import RatioScore\n", | ||
| "from sciunit.capabilities import ProducesNumber" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 2, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "class MyTestM2M(TestM2M): \n", | ||
| " required_capabilities = (ProducesNumber,)\n", | ||
| " score_type = RatioScore \n", | ||
| " \n", | ||
| " def generate_prediction(self, model): \n", | ||
| " return model.produce_number() " | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 11, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "models = [ConstModel(x, name='%s producer'%x) for x in range(1,4)]" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 12, | ||
| "metadata": {}, | ||
| "outputs": [ | ||
| { | ||
| "data": { | ||
| "text/html": [ | ||
| "<div>\n", | ||
| "<style scoped>\n", | ||
| " .dataframe tbody tr th:only-of-type {\n", | ||
| " vertical-align: middle;\n", | ||
| " }\n", | ||
| "\n", | ||
| " .dataframe tbody tr th {\n", | ||
| " vertical-align: top;\n", | ||
| " }\n", | ||
| "\n", | ||
| " .dataframe thead th {\n", | ||
| " text-align: right;\n", | ||
| " }\n", | ||
| "</style>\n", | ||
| "<table border=\"1\" class=\"dataframe\">\n", | ||
| " <thead>\n", | ||
| " <tr style=\"text-align: right;\">\n", | ||
| " <th></th>\n", | ||
| " <th>1 producer</th>\n", | ||
| " <th>2 producer</th>\n", | ||
| " <th>3 producer</th>\n", | ||
| " </tr>\n", | ||
| " </thead>\n", | ||
| " <tbody>\n", | ||
| " <tr>\n", | ||
| " <th>1 producer</th>\n", | ||
| " <td>Ratio = 1.00</td>\n", | ||
| " <td>Ratio = 2.00</td>\n", | ||
| " <td>Ratio = 3.00</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>2 producer</th>\n", | ||
| " <td>Ratio = 0.50</td>\n", | ||
| " <td>Ratio = 1.00</td>\n", | ||
| " <td>Ratio = 1.50</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>3 producer</th>\n", | ||
| " <td>Ratio = 0.33</td>\n", | ||
| " <td>Ratio = 0.67</td>\n", | ||
| " <td>Ratio = 1.00</td>\n", | ||
| " </tr>\n", | ||
| " </tbody>\n", | ||
| "</table>\n", | ||
| "</div>" | ||
| ], | ||
| "text/plain": [ | ||
| " 1 producer 2 producer 3 producer\n", | ||
| "1 producer Ratio = 1.00 Ratio = 2.00 Ratio = 3.00\n", | ||
| "2 producer Ratio = 0.50 Ratio = 1.00 Ratio = 1.50\n", | ||
| "3 producer Ratio = 0.33 Ratio = 0.67 Ratio = 1.00" | ||
| ] | ||
| }, | ||
| "execution_count": 12, | ||
| "metadata": {}, | ||
| "output_type": "execute_result" | ||
| } | ||
| ], | ||
| "source": [ | ||
| "test = MyTestM2M() \n", | ||
| "test.judge(models) " | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 13, | ||
| "metadata": {}, | ||
| "outputs": [ | ||
| { | ||
| "data": { | ||
| "text/html": [ | ||
| "<div>\n", | ||
| "<style scoped>\n", | ||
| " .dataframe tbody tr th:only-of-type {\n", | ||
| " vertical-align: middle;\n", | ||
| " }\n", | ||
| "\n", | ||
| " .dataframe tbody tr th {\n", | ||
| " vertical-align: top;\n", | ||
| " }\n", | ||
| "\n", | ||
| " .dataframe thead th {\n", | ||
| " text-align: right;\n", | ||
| " }\n", | ||
| "</style>\n", | ||
| "<table border=\"1\" class=\"dataframe\">\n", | ||
| " <thead>\n", | ||
| " <tr style=\"text-align: right;\">\n", | ||
| " <th></th>\n", | ||
| " <th>1 producer</th>\n", | ||
| " <th>2 producer</th>\n", | ||
| " <th>3 producer</th>\n", | ||
| " </tr>\n", | ||
| " </thead>\n", | ||
| " <tbody>\n", | ||
| " <tr>\n", | ||
| " <th>1 producer</th>\n", | ||
| " <td>Ratio = 1.00</td>\n", | ||
| " <td>Ratio = 2.00</td>\n", | ||
| " <td>Ratio = 3.00</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>2 producer</th>\n", | ||
| " <td>Ratio = 2.00</td>\n", | ||
| " <td>Ratio = 1.00</td>\n", | ||
| " <td>Ratio = 1.50</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>3 producer</th>\n", | ||
| " <td>Ratio = 3.00</td>\n", | ||
| " <td>Ratio = 1.50</td>\n", | ||
| " <td>Ratio = 1.00</td>\n", | ||
| " </tr>\n", | ||
| " </tbody>\n", | ||
| "</table>\n", | ||
| "</div>" | ||
| ], | ||
| "text/plain": [ | ||
| " 1 producer 2 producer 3 producer\n", | ||
| "1 producer Ratio = 1.00 Ratio = 2.00 Ratio = 3.00\n", | ||
| "2 producer Ratio = 2.00 Ratio = 1.00 Ratio = 1.50\n", | ||
| "3 producer Ratio = 3.00 Ratio = 1.50 Ratio = 1.00" | ||
| ] | ||
| }, | ||
| "execution_count": 13, | ||
| "metadata": {}, | ||
| "output_type": "execute_result" | ||
| } | ||
| ], | ||
| "source": [ | ||
| "test.judge(models, only_lower_triangle=True)" | ||
| ] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": "Python 3", | ||
| "language": "python", | ||
| "name": "python3" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 3 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython3", | ||
| "version": "3.7.1" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 2 | ||
| } |