126 lines
3.5 KiB
Plaintext
126 lines
3.5 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "google",
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"metadata": {},
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"source": [
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"##### Copyright 2022 Google LLC."
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]
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},
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{
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"cell_type": "markdown",
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"id": "apache",
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"metadata": {},
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"source": [
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"Licensed under the Apache License, Version 2.0 (the \"License\");\n",
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"you may not use this file except in compliance with the License.\n",
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"You may obtain a copy of the License at\n",
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"\n",
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" http://www.apache.org/licenses/LICENSE-2.0\n",
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"\n",
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"Unless required by applicable law or agreed to in writing, software\n",
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"distributed under the License is distributed on an \"AS IS\" BASIS,\n",
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"WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
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"See the License for the specific language governing permissions and\n",
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"limitations under the License.\n"
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]
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},
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{
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"cell_type": "markdown",
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"id": "basename",
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"metadata": {},
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"source": [
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"# solution_hinting_sample_sat"
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]
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},
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{
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"cell_type": "markdown",
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"id": "link",
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"metadata": {},
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"source": [
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"<table align=\"left\">\n",
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"<td>\n",
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"<a href=\"https://colab.research.google.com/github/google/or-tools/blob/main/examples/notebook/sat/solution_hinting_sample_sat.ipynb\"><img src=\"https://raw.githubusercontent.com/google/or-tools/main/tools/colab_32px.png\"/>Run in Google Colab</a>\n",
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"</td>\n",
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"<td>\n",
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"<a href=\"https://github.com/google/or-tools/blob/main/ortools/sat/samples/solution_hinting_sample_sat.py\"><img src=\"https://raw.githubusercontent.com/google/or-tools/main/tools/github_32px.png\"/>View source on GitHub</a>\n",
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"</td>\n",
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"</table>"
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]
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},
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{
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"cell_type": "markdown",
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"id": "doc",
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"metadata": {},
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"source": [
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"First, you must install [ortools](https://pypi.org/project/ortools/) package in this colab."
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "install",
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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install ortools"
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]
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},
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{
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"cell_type": "markdown",
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"id": "description",
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"metadata": {},
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"source": [
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"Code sample that solves a model using solution hinting.\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "code",
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"metadata": {},
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"outputs": [],
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"source": [
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"from ortools.sat.python import cp_model\n",
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"\n",
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"\n",
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"def SolutionHintingSampleSat():\n",
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" \"\"\"Showcases solution hinting.\"\"\"\n",
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" # Creates the model.\n",
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" model = cp_model.CpModel()\n",
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"\n",
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" # Creates the variables.\n",
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" num_vals = 3\n",
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" x = model.NewIntVar(0, num_vals - 1, 'x')\n",
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" y = model.NewIntVar(0, num_vals - 1, 'y')\n",
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" z = model.NewIntVar(0, num_vals - 1, 'z')\n",
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"\n",
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" # Creates the constraints.\n",
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" model.Add(x != y)\n",
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"\n",
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" model.Maximize(x + 2 * y + 3 * z)\n",
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"\n",
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" # Solution hinting: x <- 1, y <- 2\n",
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" model.AddHint(x, 1)\n",
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" model.AddHint(y, 2)\n",
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"\n",
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" # Creates a solver and solves.\n",
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" solver = cp_model.CpSolver()\n",
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" solution_printer = cp_model.VarArrayAndObjectiveSolutionPrinter([x, y, z])\n",
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" status = solver.Solve(model, solution_printer)\n",
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"\n",
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" print('Status = %s' % solver.StatusName(status))\n",
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" print('Number of solutions found: %i' % solution_printer.solution_count())\n",
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"\n",
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"\n",
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"SolutionHintingSampleSat()\n",
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"\n"
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]
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}
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],
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"metadata": {},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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