From 146e96e430b3499f10e8acfebb9992dadaabbc60 Mon Sep 17 00:00:00 2001 From: Ennio Visconti Date: Wed, 5 Jul 2023 13:17:12 +0200 Subject: [PATCH] added gradle caching --- .gitignore | 1 + .../getting_started-checkpoint.ipynb | 214 ------------------ engine/src/main/java/module-info.java | 1 + .../algorithms/{ => mfr}/ReduceOpTest.java | 0 gradle.properties | 4 +- python/src/moonlight/__init__.py | 2 +- 6 files changed, 6 insertions(+), 216 deletions(-) delete mode 100644 .ipynb_checkpoints/getting_started-checkpoint.ipynb rename engine/src/test/java/eu/quanticol/moonlight/offline/algorithms/{ => mfr}/ReduceOpTest.java (100%) diff --git a/.gitignore b/.gitignore index 3d00f55b..061bd7a3 100644 --- a/.gitignore +++ b/.gitignore @@ -16,6 +16,7 @@ xtext-gen *.asv output/ api_resources/ +.ipynb_checkpoints/ # Matlab & Simulink caches slprj diff --git a/.ipynb_checkpoints/getting_started-checkpoint.ipynb b/.ipynb_checkpoints/getting_started-checkpoint.ipynb deleted file mode 100644 index 17398793..00000000 --- a/.ipynb_checkpoints/getting_started-checkpoint.ipynb +++ /dev/null @@ -1,214 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "ename": "SystemError", - "evalue": "Error calling dlopen(b'/home/ssilvetti/miniconda3/jre/lib/amd64/server/libjvm.so': b'/home/ssilvetti/miniconda3/jre/lib/amd64/server/libjvm.so: cannot open shared object file: No such file or directory'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mSystemError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;31m#os.environ['JAVA_HOME'] = \"/home/ssilvetti/Java/jdk1.8.0_172/\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;31m#os.environ['JAVA_HOME'] = \"/Library/Java/JavaVirtualMachines/jdk-11.0.5.jdk/Contents/Home\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mmoonlight\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mnumpy\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mmatplotlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpyplot\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/git/MoonLight/distribution_files/python/moonlight.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mjnius_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mjnius_config\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_classpath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'./jar/moonlight.jar'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mjnius\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mautoclass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;32mclass\u001b[0m \u001b[0mMoonlightScript\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/miniconda3/lib/python3.6/site-packages/jnius/__init__.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mjnius\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0;31m# noqa\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 13\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mreflect\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0;31m# noqa\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 14\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0;31m# XXX monkey patch methods that cannot be in cython.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/miniconda3/lib/python3.6/site-packages/jnius/reflect.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 14\u001b[0;31m \u001b[0;32mclass\u001b[0m \u001b[0mClass\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwith_metaclass\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mMetaJavaClass\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mJavaClass\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 15\u001b[0m \u001b[0m__javaclass__\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'java/lang/Class'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/miniconda3/lib/python3.6/site-packages/six.py\u001b[0m in \u001b[0;36m__new__\u001b[0;34m(cls, name, this_bases, d)\u001b[0m\n\u001b[1;32m 854\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 855\u001b[0m \u001b[0mresolved_bases\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbases\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 856\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mmeta\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mresolved_bases\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0md\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 857\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 858\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0mclassmethod\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32mjnius/jnius_export_class.pxi\u001b[0m in \u001b[0;36mjnius.MetaJavaClass.__new__\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32mjnius/jnius_export_class.pxi\u001b[0m in \u001b[0;36mjnius.MetaJavaClass.resolve_class\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32mjnius/jnius_env.pxi\u001b[0m in \u001b[0;36mjnius.get_jnienv\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32mjnius/jnius_jvm_dlopen.pxi\u001b[0m in \u001b[0;36mjnius.get_platform_jnienv\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32mjnius/jnius_jvm_dlopen.pxi\u001b[0m in \u001b[0;36mjnius.create_jnienv\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mSystemError\u001b[0m: Error calling dlopen(b'/home/ssilvetti/miniconda3/jre/lib/amd64/server/libjvm.so': b'/home/ssilvetti/miniconda3/jre/lib/amd64/server/libjvm.so: cannot open shared object file: No such file or directory'" - ] - } - ], - "source": [ - "import os\n", - "#os.environ['JAVA_HOME'] = \"/home/ssilvetti/Java/jdk1.8.0_172/\"\n", - "#os.environ['JAVA_HOME'] = \"/Library/Java/JavaVirtualMachines/jdk-11.0.5.jdk/Contents/Home\"\n", - "from moonlight import *\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "plt.rcParams[\"figure.figsize\"] = (15,10)" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "script = \"\"\"\n", - "signal { real x; real y;}\n", - "domain boolean; \n", - "formula future = globally [0, 0.2] (x > y);\n", - "formula past = historically [0, 0.2] (x > y);\n", - "\"\"\"\n", - "moonlightScript = ScriptLoader.loadFromText(script)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "monitor = moonlightScript.getMonitor(\"future\")\n", - "time =list(np.arange(0,10,0.05))\n", - "f1,f2 = np.sin(time),np.cos(time)\n", - "space = list(zip(f1,f2))\n", - "result = np.array(monitor.monitor(time,space))\n", - "plt.plot(time,f1)\n", - "plt.plot(time,f2)\n", - "plt.step(result[:,0],result[:,1])" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "monitor = moonlightScript.getMonitor(\"past\")\n", - "time =list(np.arange(0,10,0.05))\n", - "f1,f2 = np.sin(time),np.cos(time)\n", - "space = list(zip(f1,f2))\n", - "result = np.array(monitor.monitor(time,space))\n", - "plt.plot(time,f1)\n", - "plt.plot(time,f2)\n", - "plt.step(result[:,0],result[:,1])" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "script = \"\"\"\n", - "signal { real x}\n", - "domain boolean; \n", - "formula future = globally [0, 0.2] (x > 1);\n", - "\"\"\"\n", - "moonlightScript = ScriptLoader.loadFromText(script)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "monitor = moonlightScript.getMonitor(\"future\")\n", - "time =list(np.arange(0,10,0.05))\n", - "f1=np.sin(time)\n", - "space = [[x] for x in f1]\n", - "result =monitor.monitor(time,space)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[0.0, -1.0], [9.950000000000001, -1.0]]" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "result" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "base", - "language": "python", - "name": "base" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.9" - }, - "toc": { - "base_numbering": 1, - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "title_cell": "Table of Contents", - "title_sidebar": "Contents", - "toc_cell": false, - "toc_position": {}, - "toc_section_display": true, - "toc_window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/engine/src/main/java/module-info.java b/engine/src/main/java/module-info.java index 8c8820ff..836e7228 100644 --- a/engine/src/main/java/module-info.java +++ b/engine/src/main/java/module-info.java @@ -13,4 +13,5 @@ exports eu.quanticol.moonlight.core.io; exports eu.quanticol.moonlight.offline.signal; exports eu.quanticol.moonlight.space; + exports eu.quanticol.moonlight.io; } diff --git a/engine/src/test/java/eu/quanticol/moonlight/offline/algorithms/ReduceOpTest.java b/engine/src/test/java/eu/quanticol/moonlight/offline/algorithms/mfr/ReduceOpTest.java similarity index 100% rename from engine/src/test/java/eu/quanticol/moonlight/offline/algorithms/ReduceOpTest.java rename to engine/src/test/java/eu/quanticol/moonlight/offline/algorithms/mfr/ReduceOpTest.java diff --git a/gradle.properties b/gradle.properties index 91e10354..0513d6b8 100644 --- a/gradle.properties +++ b/gradle.properties @@ -1,3 +1,5 @@ # Gradle config org.gradle.caching=true -# org.gradle.configuration-cache=true # TODO: broken in Dokka, hopefully they will fix +org.gradle.parallel=true +org.gradle.configuration-cache=true # TODO: broken in Dokka, hopefully they will fix +org.gradle.kotlin.dsl.allWarningsAsErrors=true diff --git a/python/src/moonlight/__init__.py b/python/src/moonlight/__init__.py index 907e51d2..0a02f466 100644 --- a/python/src/moonlight/__init__.py +++ b/python/src/moonlight/__init__.py @@ -20,7 +20,7 @@ def isTemporal(self): def isSpatialTemporal(self): '''returns if this is a spatial-temporal script''' - return self.Script.isSpatialTemporal() + return self.script.isSpatialTemporal() def getMonitor(self, formulaName): '''gets the monitor associated to a target the fomula'''