From 139110de993c0a7f26749725416fa9c2e01a362d Mon Sep 17 00:00:00 2001 From: abaucher <achille.baucher@inria.fr> Date: Tue, 8 Feb 2022 14:09:25 +0100 Subject: [PATCH] Removed dynamo_ --- examples/LimitsToGrowth03.ipynb | 203 ++++++++++++++++++++++++---- pydynamo/core/dynamo_converter.py | 6 +- pydynamo/core/parse_equations.py | 7 +- pydynamo/core/parse_system.py | 10 +- pydynamo/core/plot_system.py | 6 +- pydynamo/world3/code_pydynamo_w3.py | 10 +- 6 files changed, 193 insertions(+), 49 deletions(-) diff --git a/examples/LimitsToGrowth03.ipynb b/examples/LimitsToGrowth03.ipynb index 82fc4bb5..b9623650 100644 --- a/examples/LimitsToGrowth03.ipynb +++ b/examples/LimitsToGrowth03.ipynb @@ -35,11 +35,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# 11 Scenarios Limits to growth\n", - "## TODO\n", - "- check params from doc randers\n", - "- dynamo_all\n", - "- le xlabel des plot_tabhl" + "# 11 Scenarios Limits to growth" ] }, { @@ -351,7 +347,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -503,7 +499,7 @@ "outputs": [ { "data": { - "image/png": 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95ctU5c2aNaNBgwbMmTOHRYsWnXSpWV+mUQ8ka2lUgpq169L4jk/ZGNWervPHs+TjV9wOyZiQ9/bbbzN69Gg2b95MRkYGW7dupVWrVnz33XfHlSs5vbiv06b7280338yoUaO45pprCA8PLzW2YODPh/tWiMiPZW3+qqeqSqxZh6Z3fMy6qE6kLLyHtP+95HZIxoS0WbNmcdVVVx23b8iQISd0UXlPL37vvffSv39/RowYQd++fUlOTmbo0KGV8ot78ODBZGVlHdc1NWzYMCZMmED37t39sr63P/htanQRaeF5e5vndbrndSSAqt7vl4pOUSCmRq+I7KwD/PzsIDrkrGBp97/R68rbyj/JmCrIpkY/NWlpaYwfP/6EllBlcGVqdFXdrKqbgYtV9T5VXeHZ7gf6+6ueqi4uoSat7/qY1TEp9Fz2IIvffcbtkIwxLnvqqacYMmQITz75pNuhlCsQYxoiImd5ffhNgOqpsmLjE2l714esjO1Jrx8fYuFbT7sdkjHGRffffz+bN2/m7LPPdjuUcgXil/lNwAsikiEim4EXqGYP9/kiJi6BdnfNZnnsmfRe9SgL36j8u0uMMeZU+T1pqOoSVe0GdAO6qmqKqi71dz2hICY2ng53fcCyuN/Qe82TLJj5uNshGeNXob6cdCg41f9GfntOQ0T+UMZ+AFT1n/6qK5REx8TR+a73WPrsUPqsm8CC1/LpM+oRt8MypsJiYmLYs2cPSUlJxb8HTHBRVfbs2UNMTIzP5/jz4b5EP16rWomKjiH5rndY+uw19NnwL+a/WkDf6x9zOyxjKqRp06Zs27ateE4lE5xiYmJo2rSpz+X9dsttRYnIZGAQsEtVu5RyXIBngEuBbGCML91ewXbL7cnk5+WS/txwUg9+yfyWv6PvGBvnMMa4I+C33HpV1E5EvhKRlZ7PXUXEl+kXp+LMiFuWgUBbz3YL8N+KxhpsIiKj6H7nGyyueQl9M/7L/Ff+iFbC9MvGGOOrQNw9NRF4AMgDUNUfgXKnd1XVb4G9JylyBfCqOhYAtUSkkR/iDSrhERH0uGMmi2pdSt+tE1nwyh8scRhjgkYgkkacZ+U+b/6YRasJ4D2F4zbPvpATHhFB6h2vsaj2IPpun8LCmY+6HZIxxgCBSRq7PSv4KYCIDAV+CUA9ZRKRW0QkTUTSquogXFh4OKm3v0p6XF+S1/+X3TsDP+WxMcaUJxBJ4zbgJaCDiGwH7sZZ1a+itgPNvD439ew7gaq+rKqpqppar149P1TtjrDwcJKunkAUeWx8q3JW5TLGmJMJxMN9m1T1IqAe0EFVz1bVDD9cejZwvTj6AAc865CHtGZtklla70p67p7N5p/S3Q7HGFPN+fPhvlGq+lrJh/x8fbhPRGYB/YC6IrINeBiI9Jz7IvAxzu22G3BuuS17aasQ0/baxzjy/Mfs/eABWtz3idvhGGOqMX8+3Fe0pNVpPeSnqsPLOa4cm3a9WqlTvwnzW4+l78/Ps3r+J3TqO9DtkIwx1ZTfH+4TkSRV3ePXi1ZAVXq472SOHD7EwQndOBCRRJsHFhDmWdnLGGMCodIe7gMWiMhbInKp2IQzfhMbn8jmbuNpl7+OpZ9OdjscY0w1FYik0Q54GRgNrBeRJ0SkXQDqqXZ6Xv47NoW1pHHaBHKOZrsdjjGmGgrE3VOqql94xijGATcAi0TkGxHp6+/6qpPwiAgOn/cwjfVXlr3zf26HY4yphgIx91SSiNwlImnAH4E7gLrAPcBMf9dX3SSfdzU/xvSk4/oXObC3aj64aIypugLRPTUfqAFcqaqXqeq7qpqvqmnAiwGor9pJGPQkiZrNmjcfdjsUY0w1E4ik0V5VH1PVbSUPqOrfA1BftdO6S2+W1B5Aj1/eYEfGT26HY4ypRgIypuHva5oTNR/6NwoIY8e7f3Y7FGNMNRKIloapBA2ankF60xGkHvyS9cu+dTscY0w1YUmjCuty7cPsowa5nzxoa24YYyqFP+eeeg7PdOilUdU7/VWXcSTWrMPCDr+n99qnSP/6TVIuLHetK2OMqRB/tjTSgCVADNADWO/ZUoAoP9ZjvPS4+g9slcbU+v5x8vNy3Q7HGBPi/JY0VHWaqk4DugL9VPU5VX0OuBAncZgAiIyKZnef+2lZuJWlH/zH7XCMMSEuEGMatXGe0yiS4NlnAiTl4tGsiexE65XPcPjQfrfDMcaEsEAkjaeAZSIyVUSmAUuBJwJQj/GQsDCk/2PUZT8/vmVftTEmcALxnMYUoDfwHvAu0NfTbWUCqEOvi1iacC7dNk9l984tbodjjAlRgbrlNhzIBPYB7UTk3ADVY7zUu/IJIsm39cSNMQHjz5X7ABCRvwPXAauAoocHFLAn0AKsWZtkFta/ip673mXz2qW06NDD7ZCMMSEmEC2NK3Hmn7pMVS/3bIMDUI8pRbtrH+cI0eybbdOLGGP8LxBJYxMQGYDrGh/UrteIla1vIiV7Pqt++NjtcIwxISYQSSMbSBeRl0Tk2aItAPWYMnS/5gF+JYmoOQ9RWFDgdjjGmBASiKQxG3gM+AHnCfGizVSSmLgEtqT8gbb561n6yStuh2OMCSES6jOZp6amalpamtthVLqC/HwynkwltvAwSX9aTnRMnNshGWOqEBFZoqqpJfcHYrnXtiLytoisFpFNRZu/6zEnFx4RQfZ5D9NYd7HsnQluh2OMCRGB6J6aAvwXyAfOB14FXgtAPaYcyedexY8xqXRc/xIH9vzqdjjGmBAQiKQRq6pf4XR9bVbVR4DLfDlRRAaIyE8iskFE7i/leHMR+VpElonIjyJyqZ9jDzkJg56w9cSNMX4TiKSRIyJhwHoRuV1ErsKZtPCkRCQceB4YCHQChotIpxLF/gK8qardgWHAC/4NPfS07tKbtNoD6bHzLXb8vNbtcIwxVVwgksZdQBxwJ9ATGA3c4MN5ZwIbVHWTquYCrwNXlCijHJtBtyawwy8Rh7gWQx+39cSNMX4RiAkLF6tqlqpuU9UbVfVqVV3gw6lNgK1en7d59nl7BBglItuAj4E7SruQiNwiImkikpaZmXkaP0VoKV5P/NBXtp64MaZC/JY0ROR/IjK7rM1P1QwHpqpqU+BSYLqnK+w4qvqyqqaqamq9evX8VHXV1uXah9lLDXI/+bOtJ26MOW3+nLDw/yp4/nagmdfnpp593m4CBgCo6nwRiQHqArsqWHfIS6xZh4Udb6P3midJn/MGKRcNdzskY0wV5LekoarfVPASi4G2ItIKJ1kMA0aUKLMFZ/nYqSLSEWc9cut/8lGPq8azde00av/wOPnnDSEi0pZuN8acmkCtp3HKVDUfuB34DFiDc5fUKhF5VESKZsm9BxgnIsuBWcAYDfVH2v0oMiqazD5/pkXhNpa8b9OBGWNOnU0jUs1oYSFrnzyLenk7iL1nOfGJtdwOyRgThCptGhET3CQsDLnkcWc98TcfdzscY0wVE4i5p1JF5D0RWep5anuFiPzo73rM6euQeiFLE86j25ZX2b1js9vhGGOqkEC0NGbgzD81BLgcGOR5NUGk/pVPEEE+m95+0O1QjDFVSCCSRqaqzlbVnz1zT21WVftzNsg0bdOFpfWvpueeD9m8xpY7Mcb4JhBJ42ERmSQiw0Xk6qItAPWYCmp/7WNkE2PriRtjfBaIpHEjkILzEN7lHOuiMkGmdr1GrDxjHClHFrDq+4/cDscYUwX484nwIr1UtX0ArmsCoPvQP7HzHzOd9cT7DCAsPNztkIwxQSwQLY0fSpnS3ASpmLgEtna/h7YFG1j68SS3wzHGBLlAJI0+QLpnMSW75bYK6DnoVjaEn0GTJRM4euSw2+EYY4JYIJLGAKAt0B+75bZKCAsP52i/h2lEJunv/MPtcIwxQSwQ62lsBmpxbBC8lt1yG/y6nHMFP8b0otOGiezfvdPtcIwxQSoQT4TfhfOAX33P9pqIlLpYkgkuiZf/jXjNZu1btp64MaZ0geieugnoraoPqepDOGMc4wJQj/GzVp17s8Sznvj2TWvcDscYE4QCkTQEKPD6XODZZ6qAltc8QQHh7HzvAbdDMcYEoUAkjSnAQhF5REQeARYArwSgHhMA9Zu0Ir3ZKHoe+pp1S+e6HY4xJsj4NWl41utegPNU+F7PdqOq/tuf9ZjASr72IfZSg/xP/2LriRtjjnPSpCEi4SJyq4g8JiJnlTj2l5LlVbUQeF5Vl6rqs55tmZ9jNgGWUKM26zveTqfcFSz/6nW3wzHGBJHyWhovAecBe4BnReSfXsfKmoTwKxEZIiI2jlGF9bjqbraENaH2/L+Rn5frdjjGmCBRXtI4U1VHeLqXegMJIvKuiERT9uD2rcBbQI6IHBSRQyJy0H8hm8oQGRXNnqL1xN97xu1wjDFBorykEVX0RlXzVfUWIB2YAyR4F/TqvqqnqmGqGqWqNVQ1UVVr+DNoUzlSLhrBmsjOtFn9HFkH97kdjjEmCJSXNNJEZID3DlV9FOcOqZYlyj7ref3BP6EZt0lYGGGXPE4SB1jxlq0nbowpZ2p0VR1Vxv5JQMkpUfNE5GWgqYg8W8o5d552lMY17VMvYMncfnTbMp3MHXdQr3FLt0MyxrjIp1tuRWSJiNwmIrVPUmwQTrfVEWBJKZupohpe/QThFPLLqzdRWFBQ/gnGmJDl63Ma1wGNgcUi8rqIXFLy7ihV3a2qrwODVXVayc3fgZvK06R1Z9I7/4muR9NYNP3/uR2OMcZFPiUNVd2gqg8C7YCZwGRgs4j8VUTqlCi7/HSDEZEBnnU4NojI/WWUuVZEVovIKhGZebp1mVNz5tB7WJJ4Ab1+foFVP3zsdjjGGJf4/ES4iHQFngYmAO8A1wAHcbqkKkxEwoHngYFAJ2B4yRUARaQt8ABwlqp2Bu72R92mfBIWRvtxk9kR1oj6n/+e3Tu3uh2SMcYFPo9pAP8CFgNdVfVOVV2oqk8Dm7zKhYnItacZy5nABlXdpKq5wOvAFSXKjMN54nwfgKruOs26zGlIqFGbvCFTSdQsdk4ZRUF+vtshGWMqma8tjWtU9UJVnamqOd4HVPVqr/eFwH2nGUsTwPvP122efd7aAe1E5HsRWVDyduAiInKLiKSJSFpmZuZphmNK07pLb37s+iBdctJZ9KrNhGtMdXPSW2697BWRO3GezSg+p4zbaL8UkT8CbwCHvcrurUCcRSJwlpLtBzQFvhWRZFXd711IVV8GXgZITU1VP9RrvPS66i7SNn9P780TWTnvHLqcPdjtkIwxlcTXpPExzuy1K4Dypj29zvN6m9c+BVqXc952oJnX56aefd62AQtVNQ/4WUTW4SSRxeVc2/iRhIXRcdwktv7rLBp+eQe726RQt2Fzt8MyxlQCX5NGjKr+wZeCqtrqNGNZDLQVkVY4yWIYMKJEmfeB4cAUEamL0121CVPp4hNrkXnNNOJfH8imySOpfd/XhEf4+r+TMaaq8nVMY7qIjBORRiJSp2grraCIxInIXzxPhyMibUVkUHkVqGo+cDvwGbAGeFNVV4nIoyJS1P/xGbBHRFYDXwP3quoeH38G42ctO6ayIuUhOuf+yOKppzuUZYypSkS1/C5/EbkN+BuwH6erCUBV9YQuJxF5A+cJ8OtVtYuIxAE/qGqKv4I+FampqZqWluZG1dXG4n8Po+e+T1l1wWSSzytrxnxjTFUiIktUNbXkfl9bGvcAbVS1paq28mxljVGcoar/APIAVDUbWyM8pHUZN5Et4c1o8vVdZO7IcDscY0wA+Zo0NgDZPpbNFZFYPC0SETkDyDn5KaYqi41PRK6dRozmkDllpC3aZEwI8zVpHAbSReQlEXm2aCuj7MPAp0AzEZkBfMXpP7thqogWHXqwuudf6ZS3ksVT7nE7HGNMgPh6u8v7nq1cqvqFiCwF+uB0S92lqrtPKzpTpaQO/h2LMr6n745XWT7nHLpdcLqTAxhjgpVPA+E+XUikg6quFZEepR1X1aV+qegU2UB45TqancX2p88mqSCTozd9Q8NmbdwOyRhzGsoaCD9pS0NEVnDsbqkTqGpXr4/34MwN9XRpRYELfAvVVGUxcQlEDZtG5Gv92TltFEn3fUNkVLTbYRlj/KS87qlyn68ooqrjPK/nVygiU+U1a9uNJWf+jZ6L72HB5PH0+e0LbodkjPGT8pZ73ezrhUTkpDfoq+q7vl7LVH09L7uZhZu+o8/OGaR/eQ4pFw13OyRjjB+U1z11iNK7pwTn4b4aXvsuP8mlFLCkUc10u/kFNvzfClrNu4df2vagUYv2bodkjKmg8loaib5eSFVvrHg4JpTExMYTO3I6YdMu5ND0USTd+x1R0TFuh2WMqQCfV+7zlYgkeZ7jWCoiS0TkGRFJ8nc9pmpo0roz6/s+Rbv8dSx9pbSZ9I0xVYnfkwbOinuZwBBgqOf9GwGox1QRPQaMYWG9ofTZ9QZLP5vudjjGmAoIRNJopKqPqerPnu1xoEEA6jFVSMpNz7Euoh1t5t/H9k1r3A7HGHOaApE0PheRYZ71wovWDP8sAPWYKiQ6Jo6EkdMBIXvGKHKO+jqVmTEmmAQiaYwDZuJMUpiL0111q4gcEpGDAajPVBGNW3Vg42/+QduCDaRPut3tcIwxp8HvSUNVE1U1TFUjVTXC8z7Rs9Uo/womlHXvP4oFDYbTe/c7LPl4itvhGGNOkd+Shoh08Lz2KG3zVz2m6ut50zP8FNGB9gsfYNuGlW6HY4w5Bf5c1PkPwC3Y3FOmHJFR0dS8/jXyJ/cjZ9Zojv5xHjGx8W6HZYzxgd9aGqp6i+ftQFU933sDLvVXPSY0NGzels3nPs0ZBZtYPun3bodjjPFRIAbCf/Bxn6nmul0wjPmNRtF7z/ukffiy2+EYY3zgzzGNhiLSE4gVke5e4xn9gDh/1WNCS+qN/2RNZCc6Lv5/bFmX7nY4xphy+HNM4xJgDNAU+KfX/kPAn/1YjwkhkVHR1LnhNXIn9aPg9Rs4+sfviYlLcDssY0wZ/DmmMc0zfjGmxJjGYJsW3ZxMg6ZnsPW8f9GqMIMfJ97qdjjGmJPwW0tDRP5Q2vsiqvrPkvuMKdL1/KHM3/AdfbdPJW32f0kd/Du3QzLGlMKfA+GJ5WzlEpEBIvKTiGwQkftPUm6IiKiInLB+ram6eo2ZwKqoZDoteZjNa11ZUt4YUw6/tTRU9a8VOV9EwoHngYuBbcBiEZmtqqtLlEsE7gIWVqQ+E3wiIqOoP+Y1jr58DvrmDWT/YR5xCTXdDssY4yUQ62lMEZHJJTcfTj0T2KCqm1S1aM6qK0op9xjwd+CoH8M2QaJe45Zsv+A/NC/YyqpJNr5hTLAJxHMaHwIfebavgBpAlg/nNQG2en3e5tlXzDMdSTNV/cg/oZpglHzuFSxsfhO99n/CoveeczscY4wXf95yC4CqvuP9WURmAfMqel0RCcO5lXeMD2VvwZnShObNm1e0auOCM2/4OysnpJGc/ig/t+9Dq0693A7JGENgWholtQXq+1BuO9DM63NTz74iiUAXYK6IZAB9gNmlDYar6suqmqqqqfXq1TvtwI17wiMiaHjjdA5LHGFvj+Hwof1uh2SMITBjGodE5KDX+hn/A/7kw6mLgbYi0kpEooBhwOyig6p6QFXrqmpLVW0JLAAGq2qav38GExzqNmzOzov/Q9OC7ayeeDNaWOh2SMZUe4FaT6OG12u7kl1WZZyXD9yOs8rfGuBNVV0lIo+KyGB/x2mqhi5nXc6ilrfS6+AXLHrvGbfDMabaE1X1/0VFugIt8Rozceup8NTUVE1Ls8ZIVVaQn8/qCRfT7ugKtg39kDOS+7gdkjEhT0SWqOoJ3f+B6J6aDEwGhgCXe7ZB/q7HVB/hERE0HjudA5JI9LtjyFr9JRTkux2WMdWS3++eAvqoaqcAXNdUY0kNmrJ6wIs0/WQMCW8OoTCuHmGdr4QuQ6BZbwirjHs6jDGB+Jc2X0QsaRi/69TnEpZds5DbC8bzQ15bdNl0mDIA/t0FPnsQti+FAHS3GmOOCURL41WcxLETyAEEUFXtGoC6TDVzXpfmSNRt3PRqbzrWEaafvYfEDbNh4Usw/z9Qp7XT+ugyBOp3dDtcY0KO3wfCRWQDznrhK4DieyRVdbNfK/KRDYSHpu837OamaYtpVjuOGeN6Uz88G9Z+CCvfgZ+/BS2Eeh09CeRqSDrD7ZCNqVLKGggPRNKYr6p9/XrRCrCkEboWbNrD2KmLaVgzhlnj+tCgRoxzIGsXrP4AVr4LWzwrDTdKgeSh0PkqqNnUtZiNqSoqM2m8ANTCeagvp2i/3XJrAmFxxl7GTF5EvcRoZt3Sh0Y1Y48vcGAbrHofVr4NO5Y5+5r1cVogna+EBF8mKzCm+qnMpDGllN2qqmP9WpGPLGmEviWb9zFm8iJqx0cxc1xvmtYuY0n6PRth1btOC2TXapAwaHmOk0A6Xg5xdSo3cGOCWKUljWBjSaN6SN+6n9GvLKRGTCSv39KHZnXKSBxFfl3tSSDvwN5NEBYJbS50Ekj7gRDt07phxoQsSxom5K3YdoBRrywkPiqcWbf0oUVSfPknqcIv6U7yWPkeHNwGETHQ7hIngbTtD5Gx5V7GmFBjScNUC6t2HGDUpIVER4Qzc1xvWtdL8P3kwkLYutBpgax6Dw5nQlQCdLjMSSCtz4eIqMAFb0wQsaRhqo21Ow8ycuJCwsOEmeP60Kb+KSSOIgX5sHme0wJZPRuO7oeYWtBpsJNAWp4DYeH+Dt2YoFGZA+ENgCeAxqo60PN0eF9VfcWvFfnIkkb1tO7XQ4yY6CwjP3Ncb9o1qMAYRX4ubJzjtEDWfgS5WRBTE+q2g6Q2UOcM5zmQpDbOw4XRp5GkjAkylZk0PgGmAA+qajcRiQCWqWqyXyvykSWN6mvDrixGTFxAQaEyY1xvOjSsUfGL5h2B9Z/Dxq9h70bnjqyD248vk9jISSBJZ3gSShtnq93SurdMlVGZSWOxqvYSkWWq2t2zL11VU/xakY8saVRvmzKzGDFxITn5Bbx2c286N67p/0pyDzt3YO3ZCHvWw55NTkLZvR6O7D1WTsKgVvNjSaSoZZLUxnng0Lq7TBApK2kEYu6pwyKSBKin4j7AgQDUY0y5WtdL4I1b+zD85QWMmLiQ127qTXJTPyeOqHhomOxsJWXv9SSUDZ6kssHZtixwurmKhEdDnVbHWijF3V5tnAcQRfwbszGnKRAtjR7Aczjrea8E6gFDVfVHv1bkI2tpGICte7MZ9vICDh7NY/pNvUlpVsvdgFQh61enNVLUzVWUWPb9DAW5x8pGJXoSiVdXV9E4Smwt134EE9oC3j0lIteo6lsi0grYCrTHmeH2J1XN80slp8GShimybV82IyYuZN/hXKaOPZOeLWq7HVLpCgtg/5YTk8meDc5+vP7NxtSCxIaQ0MDrtREkNoCEhsf22eC8OUWVkTSWqmqPole/XNQPLGkYb78cOMLwlxeQeSiHqWPPpFfLKjZ1SH4O7Ms4lkj2b4GsnXDoVzi003nv3UopEpVQSkLxSixFySWmpnWFGaByksYXOH8C9QK+K3lcVQf7paJTZEnDlPTrwaMMn7iAnQeOMnlML/q0TnI7JP9RhSP7PAnkV2c7tPNYQjn0q+d1J+Rln3h+REyJVktRQimRZGLr2GqJIa4ykkYU0AOYDtxc8riqfuOXik6RJQ1Tml2HjjJi4kK27ctm8g29+E2bum6HVLlUIedQKUll57F9Wb86SSanlPtYwiKdAfrSusO8E058PbsrrIqqzFtu66lqpl8vWgGWNExZdmflMHLiQjL2HGbSDamc07ae2yEFp9xsr0Ti3Vop8Zq958RzJcxJHCdrtSQ0cDZ7hiWoVEZL49+qereI/I/jRuoc1j1lgtGerBxGTlrIpt2HeXl0T/q1t/U1Tlt+7vFdYiUTy6FfnGOHM52VFUuKrVN2t1hio2P7bQLJSlEZSaOnqi4RkfNKO27dUyZY7Tucy6hXFrL+1yz+O6oHF3Zs4HZIoa0g30kcJ2u1FHWPFeafeH50TU9LpcTYS0JD5xbkqATnbrGoeOd25ah4J9HYAP8pqRITForIAOAZIByYpKpPlTj+B5zxknwgExhb3trjljSMLw5k5zF68kLW/HKQ/4zowSWdG7odkiksdJ6oL20Qv3jM5Rdnf0HOya8lYU4yifIkk2jP+2hPUomKP3a86Nhx7+NLJKOEkB+rqYyWxgpK6ZYqoqpdyzk/HFgHXAxsAxYDw1V1tVeZ84GFqpotIr8D+qnqdSe7riUN46sDR/K4YfIiVm4/wHPDuzMwuZHbIRlfqMLRA04SOXoQcg9BTpYzvUtuljPgX/w+y3nNPezZSpQt7Y6yskTGlUgmpSSlUpNQfImyic77IBvTqYxpRAZV8PwzgQ2quglARF4HrgCKk4aqfu1VfgEwqoJ1GlOsZmwk0286kzFTFnP7rGX8u1C5vFtjt8My5RFxuqX88XR8YcGx5JKX7Uk4nqSSk+UkmeL3WSWOZUH2buc5mqIklJtV+vhNacIiPUkl0SvxnKwFVPJYUQIr6pKLC0iXnN+SRnndRD5ogvMkeZFtQO+TlL8J+KSCdRpznMSYSKaNPZOxUxZz1+vLKChUruzexO2wTGUJC3cecIzx0/xkqs7MyEWtmpMlnOKWUIkWUNau44+V1xVXTOCOJc50M34UiAkLA05ERgGpQKmD7iJyC3ALQPPmzSsxMhMKEqIjmDq2F2OnLuYPb6ZTUKgM6dnU7bBMVSQCUXHOhp9u6S7IO0mXW4nuuHj/P38UTEljO9DM63NTz77jiMhFwIPAeapaaspV1ZeBl8EZ0/B/qCbUxUVFMGXMmYx7NY0/vr2cgkLl2l7Nyj/RmEALj4S4Os7mgmCaB2Ax0FZEWnmeLh8GzPYuICLdgZeAwaq6y4UYTTUSGxVe/NDffe/8yIyFFe2BNabq81tLo6J3T6lqvojcDnyGc8vtZFVdJSKPAmmqOhuYACQAb4kzwLPFrYcGTfUQExnOy6N78vsZS3nwvZUUFCrX923pdljGuCYQd0/d5nmd7nkd6esFVPVj4OMS+x7yen9RRQI05nTERIbz31E9uH3mMh76YBX5BcrYs1u5HZYxrvBb95SqbvbcQXWxqt6nqis82/1Af3/VY4wboiPCeX5EDwZ0bsijH67mv3M3Ulhow2Wm+gnEmIaIyFleH34ToHqMqVRREWE8N6I7l3VtxN8/Xculz37HF6t/JZhmVTAm0ALxy/wm4AURyRCRzcALwNgA1GNMpYsMD+O5Yd15ZlgKR/MKGPdqGlc+/z3frsu05GGqhYDNPSUiNQFUtZTJ+CuPTSNiAiW/oJB3l27nma/Ws33/EXq1rM09/duH1qJOptqqzPU0ooEhQEu8BtpV9VG/VuQjSxom0HLyC3hz8Vaem7OBXYdyOLtNXe7p347uzYN0DXJjfFBW0ghE99QHOHNG5QOHvTZjQlJ0RDij+7bk2/vO5y+XdWTNLwe56oUfuHnaYlbtcLWhbYzfBaKlsVJVu/j1ohVgLQ1T2Q7n5DP1hwxe+mYjB4/mc1lyI8Zf3JY29RPdDs0Yn1VmS+MHEUkOwHWNqRLioyO47fw2fPenC7jzgjbM/WkXF//rW8a/kU7Gbmt0m6otEC2N1UAb4GcgBxBAy3siPFCspWHctvdwLi9+s5FX52eQV6Bc07Mpd1zYlia1bNlSE7wqcyC8RWn7/TB1+mmxpGGCxa6DR3lh7kZmLtwCwIjezfl9vzOoXyPG5ciMOVGlL/cqIvWB4n8NqrolIBWVw5KGCTbb9x/hP3PW82baNiLDhRv6tuTW886gTnxwrdxmqrfKbGkMBp4GGgO7gBbAGlXt7NeKfGRJwwSrjN2Hefar9byXvp24yHBuOrsVN53TmpqxkW6HZkylDoQ/BvQB1qlqK+BCnKVZjTFeWtaN55/XpfD53efSr319np2zgXP+Pofnv97A4Zx8t8MzplSBSBp5qroHCBORMM+63idkK2OMo22DRJ4f2YOP7jybM1vVYcJnP3HuP75m0nebOJpX4HZ4xhwnEEljv4gkAN8CM0TkGezhPmPK1blxTSbd0Iv3fv8bOjaqweMfreG8CV8zfX4GufmFbodnDBCYMY144CjOrbYjgZrADE/ro9LZmIapqhZs2sPTn//E4ox9NKkVy10XtuXqHk2ICLdJo03gVfrdU8HCkoapylSVb9fv5unPf+LHbQdoVTeeuy9qy+VdGxMWJm6HZ0JYwJOGiByi9OVeix7uq+GXik6RJQ0TClSVL9fs4unPf2LtzkO0b5DI+IvbcUnnBniWPjbGr6ylYUwIKCxUPlrxC//6ch2bMg9TLzGaugnR1I6LpHZcFLW8XmvFRVHb67V2XBQ1YiMJtxaK8UFZScOfa4QbYwIsLEy4vFtjBnZpyOzlO/hh4x72Z+eyLzuPNTsPsj87j/3ZuZS1Eq0I1Ix1EojzWpRkPAkm3vMa60lAns+xkeHWojGAJQ1jqqSI8DCu7tGUq3s0PeFYYaFy6Gg++484yWRfdq6TWA7nFSeY/Uec95lZOaz7NYv92bkczi379t6oiLDjWjO1YqOoHV+yNVP03vlcKzbSBu1DkCUNY0JMWJhQMy6SmnGRtDiFRQRz8gs4kJ3nJJWi5HLcq/P+QHYeGzOz2LfZ2Z9fVrMGSIyJ8Eomx3efeb8e61KLJCE6wlo1QcyShjEGcBaTql8j/JQmUFRVsnLy2e9p0RQlmP3FLZxj+/dl5/Lz7sPsy87l0NGyn3iPDBdqxkb5Nk4Tf6zlExVhrZrKYEnDGHPaRITEmEgSYyJpVifO5/PyCgo5cORYS2bf4dziLrPils1hJ9Fs3pNN+tb97M/OI7eg7Icc46PCSYiJID46goToCOKiwkmIdj7HRUWQEB1OXFQE8dHhxWXioyKIiz5WruhzfFSE3TBQhqBKGiIyAHgGCAcmqepTJY5HA68CPYE9wHWqmlHZcRpjKiYyPIy6Cc6dX75SVY7kFRxLMl7jNfs93WpZOXkczikgKyef7Nx8duw/yuHcfA7nFHA4J58jpzAtS0xk2AlJpyixxJeSgLwTU1REmLOFO6+R4WFEhgtR4c57731VrSsuaJKGiIQDzwMXA9uAxSIyW1VXexW7Cdinqm1EZBjwd+C6yo/WGFPZRIS4KOeX8+kuYFVQqGQXJZHcfA7nOO+zc/PJyjmWXIqSTpbnc3au87r3cC5b92YXlzucm1/mnWq+ivIkj0hPkjmWVOS4BBPtlWiK9heVP/ZZvBJSGEN6NvX7rMlBkzSAM4ENqroJQEReB64AvJPGFcAjnvdvA/8REdFQf9jEGOMX4WHHutP8QVXJyS90koxXCyc3v5DcgkJy8wvJK1DyPO9zCwqL3+cVFJJboMXv80op75Rx3mfl5JPvKV90He9zivZ7u7hTg5BOGk2ArV6ftwG9yyqjqvkicgBIAnZXSoTGGONFRIiJDCcmMhwS3I7GSWL5hccSkb+So7dgShp+IyK3ALcANG/e3OVojDGmcohIcfdVoATTPWrbgWZen5t69pVaRkQicGbQPWH2XFV9WVVTVTW1Xr16AQrXGGOqn2BKGouBtiLSSkSigGHA7BJlZgM3eN4PBebYeIYxxlSeoOme8oxR3A58hnPL7WRVXSUijwJpqjobeAWYLiIbgL04icUYY0wlCZqkAaCqHwMfl9j3kNf7o8A1lR2XMcYYRzB1TxljjAlyljSMMcb4zJKGMcYYn4X8yn0ikglsPs3T62IPDnqz7+MY+y6OZ9/H8ULh+2ihqic8sxDySaMiRCSttOUOqyv7Po6x7+J49n0cL5S/D+ueMsYY4zNLGsYYY3xmSePkXnY7gCBj38cx9l0cz76P44Xs92FjGsYYY3xmLQ1jjDE+s6RhjDHGZ5Y0yiAiA0TkJxHZICL3ux2PW0SkmYh8LSKrRWSViNzldkzBQETCRWSZiHzodixuEpFaIvK2iKwVkTUi0tftmNwkIuM9/05WisgsEYlxOyZ/s6RRCq/1ygcCnYDhItLJ3ahckw/co6qdgD7AbdX4u/B2F7DG7SCCwDPAp6raAehGNf5ORKQJcCeQqqpdcGbrDrmZuC1plK54vXJVzQWK1iuvdlT1F1Vd6nl/COeXQhN3o3KXiDQFLgMmuR2Lm0SkJnAuzpIFqGququ53NSj3RQCxnkXi4oAdLsfjd5Y0SlfaeuXV+hclgIi0BLoDC10OxW3/Bu4DCl2Ow22tgExgiqerbpKIxLsdlFtUdTvwf8AW4BfggKp+7m5U/mdJw/hERBKAd4C7VfWg2/G4RUQGAbtUdYnbsQSBCKAH8F9V7Q4cBqrz+F9tnB6JVkBjIF5ERrkblf9Z0iidL+uVVxsiEomTMGao6rtux+Oys4DBIpKB0215gYi85m5IrtkGbFPVopbn2zhJpLq6CPhZVTNVNQ94F/iNyzH5nSWN0vmyXnm1ICKC02e9RlX/6XY8blPVB1S1qaq2xPn/Yo6qhtxfk75Q1Z3AVhFp79l1IbDaxZDctgXoIyJxnn83FxKCNwYE1XKvwaKs9cpdDsstZwGjgRUiku7Z92fP0rzG3AHM8PxxtQm40eV4XKOqC0XkbWApzl2HywjB6URsGhFjjDE+s+4pY4wxPrOkYYwxxmeWNIwxxvjMkoYxxhifWdIwxhjjM0saxlQiEclyOwZjKsKShjHGGJ9Z0jDGBSLyqohc6fV5hohUy5mUTdViScMYd7wCjIHiKcZ/A3zkZkDG+MKShjEuUNVvcOY3qwcMB95R1XyXwzKmXDb3lDHueRUYhTPxYbWds8lULTb3lDGVSESyVDXB874BsAjYqaq93Y3MGN9YS8MYl6jqryKyBnjf7ViM8ZW1NIxxiYjEASuAHqp6wO14jPGFDYQb4wIRuQhngZ7nLGGYqsRaGsYYY3xmLQ1jTsJf036ISEsRWXkK5VNF5NlyyvQTkQ/LOJYhInVPNU5jymMD4cYEIVVNA9LcjsOYkqylYYwPRCRBRL4SkaUisqJoyg9PC2KNiEwUkVUi8rmIxHqO9RSR5SKyHLitjOuWOp2IdytCROJFZLKILBKRZaVNNyIiSZ66V4nIJEAC8DUYY0nDGB8dBa5S1R7A+cDTIlL0i7kt8Lyqdgb2A0M8+6cAd6hqt5Nc15fpRB4E5qjqmZ66J4hIfIkyDwPzPDG8BzQ/5Z/QGB9Y0jDGNwI8ISI/Al8CTYAGnmM/q2q65/0SoKWI1AJqqeq3nv3TS7uoj9OJ9AfuF5F0YC4Qw4lJ4VzgNc81PwL2nfqPaEz5bEzDGN+MBOoBPVU1T0QycH55A+R4lSsAYk/x2uVNJyLAEFX96bidzhPlxlQqa2kY45uawC5PwjgfaHGywqq6H9gvImd7do08SfGpwN2e81aXcvwz4I6i7jAR6V5KmW+BEZ7jA4HaJ4vPmNNlScMY38wAUkVkBXA9sNaHc24Envd0K5U5MK2qv+I86DeljCKPAZHAjyKyyvO5pL8C53qOXw1s8SE+Y06ZPdxnjMtsOhFTlVhLwxgX2XQipqqxloYxxhifWUvDGGOMzyxpGGOM8ZklDWOMMT6zpGGMMcZnljSMMcb4zJKGMcYYn/1/BpzyfpIL5CoAAAAASUVORK5CYII=\n", + "image/png": 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"text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -642,7 +638,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -676,9 +672,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 504x864 with 11 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "s7 = s2.copy()\n", "s7.zpgt = 2002\n", @@ -689,9 +696,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "zero population growth time\n", + "fertility control effectiveness time\n" + ] + } + ], "source": [ "print(s7.get_comment('zpgt'))\n", "print(s7.get_comment('fcest'))" @@ -713,9 +729,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plot_system(s7, ['ppgio', 'ppgao'])" ] @@ -736,9 +765,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 504x864 with 11 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "s8 = s7.copy()\n", "s8.iopcd = 350\n", @@ -769,9 +809,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 504x864 with 11 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "s9 = s8.copy()\n", "s9.rtcmt = [0.04, 0.0]\n", @@ -791,9 +842,33 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Productivité agricole sans ajout d'intrants: Multipliée par 1.2 (contre 1.4)\n", + "Productivité agricole totale: Multipliée par 1.5 (contre 1.7)\n", + "Usage de ressources non renouvelable pour un même produit industriel: Divisé par 6.0 (contre 7.5 )\n", + "Pollution générée par l'agriculture ou l'industrie pour une même production: Divisée par 14.6 (contre 14.6)\n", + "Durée de vie moyenne des cultures: Multipliée par 1.8 (contre 1.7)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plot_system(s9, ['lyf2', 'nruf', 'ppgf', 'llmy'])\n", "print(f\"Productivité agricole sans ajout d'intrants: Multipliée par {s9.get_at('lyf2', 2100)/s9.get_at('lyf2', 2002):0.1f} (contre {s6.get_at('lyf2', 2100)/s6.get_at('lyf2', 2002):0.1f})\")\n", @@ -821,9 +896,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 504x864 with 11 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "s10 = s9.copy()\n", "s10.pyear = 1982\n", @@ -836,9 +922,33 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Productivité agricole sans ajout d'intrants: Multipliée par 1.1 (contre 1.2)\n", + "Productivité agricole totale: Multipliée par 1.3 (contre 1.5)\n", + "Usage de ressources non renouvelable pour un même produit industriel: Divisé par 5.4 (contre 6.0 )\n", + "Pollution générée par l'agriculture ou l'industrie pour une même production: Divisée par 20.5 (contre 14.6)\n", + "Durée de vie moyenne des cultures: Multipliée par 1.1 (contre 1.8)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plot_system(s10, ['lyf2', 'nruf', 'ppgf', 'llmy'])\n", "print(f\"Productivité agricole sans ajout d'intrants: Multipliée par {s10.get_at('lyf2', 2100)/s10.get_at('lyf2', 2002):0.1f} (contre {s9.get_at('lyf2', 2100)/s9.get_at('lyf2', 2002):0.1f})\")\n", @@ -873,9 +983,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 504x864 with 11 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "s11 = s9.copy()\n", "s11.pyear = 2022\n", @@ -888,9 +1009,33 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Productivité agricole sans ajout d'intrants: Multipliée par 2.0 (contre 1.2)\n", + "Productivité agricole totale: Multipliée par 2.2 (contre 1.5)\n", + "Usage de ressources non renouvelable pour un même produit industriel: Divisé par 4.6 (contre 6.0 )\n", + "Pollution générée par l'agriculture ou l'industrie pour une même production: Divisée par 7.2 (contre 14.6)\n", + "Durée de vie moyenne des cultures: Multipliée par 1.6 (contre 1.8)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x360 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plt.figure(figsize=(15, 5))\n", "plt.subplot(1, 2, 1)\n", @@ -981,7 +1126,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.9.5" } }, "nbformat": 4, diff --git a/pydynamo/core/dynamo_converter.py b/pydynamo/core/dynamo_converter.py index a59655d4..411db14c 100644 --- a/pydynamo/core/dynamo_converter.py +++ b/pydynamo/core/dynamo_converter.py @@ -8,11 +8,7 @@ def convert_dynamo_file(filename, new_file): nf.write(new_l) def dy2pydy(l): l = re.sub('^[ATRCLS] ', '', l) - l = re.sub('^N (\w*)', '\\1.i', l) - - for b in {'len', 'all'}: # TODO: add other special names - l = re.sub(f'(?!<\w){b}((?!\w))', f'dynamo_{b}', l) - + l = re.sub('^N (\w*)', '\\1.i', l) l = re.sub('(?!<\w)smooth\((\w+?)\.k(?!\w)', 'smooth(\\1.j',l) l = re.sub('\.kl', '.k', l) l = re.sub('\.jk', '.j', l) diff --git a/pydynamo/core/parse_equations.py b/pydynamo/core/parse_equations.py index cb757f52..13e08efd 100644 --- a/pydynamo/core/parse_equations.py +++ b/pydynamo/core/parse_equations.py @@ -77,6 +77,7 @@ def get_var_cst_fun(root): list_params = list() all_names = set() all_vars = set() + all_nps_funs = set() all_fun = dict() for node in ast.walk(root): if isinstance(node, ast.Name): @@ -91,8 +92,10 @@ def get_var_cst_fun(root): 'type': node.func.id, 'fun': node.func.id} all_fun[node.func.id] = arg_fun - return {'cst': {c for c in all_names.difference(v for v, i in all_vars).difference(all_fun) - if c not in not_parse_fun}, + else: + all_nps_funs.add(node.func.id) + return {'cst': {c for c in all_names.difference(v for v, i in all_vars).difference(all_fun).difference(all_nps_funs) + if c not in math_fun}, 'var': all_vars, 'fun': all_fun} diff --git a/pydynamo/core/parse_system.py b/pydynamo/core/parse_system.py index cbcb3be1..64875398 100644 --- a/pydynamo/core/parse_system.py +++ b/pydynamo/core/parse_system.py @@ -51,11 +51,11 @@ def get_nodes_eqs_dicts(lines): all_nodes['var'].add(node) # Add needed nodes - for node_type, arg_nodes in args['args'].items(): - for arg_node in arg_nodes: - # Check if it's not a builtin fun - if node_type =='fun' and arg_node not in __builtins__: - all_nodes[node_type].add(arg_node) + for arg_node in args['args']['fun']: + if arg_node not in __builtins__: + all_nodes['fun'].add(arg_node) + + if root.body and not type_found: diff --git a/pydynamo/core/plot_system.py b/pydynamo/core/plot_system.py index 1bf16941..c51a11f0 100644 --- a/pydynamo/core/plot_system.py +++ b/pydynamo/core/plot_system.py @@ -38,15 +38,15 @@ def show_pyvis(s, init_val=True, notebook=False, options=None, highlight=None, c Gq = Network(notebook=notebook, directed=True) for a in G.nodes: com = s.get_comment(a).split('\n')[0] - node = a.replace('dynamo_', '') - title = f"{com}<br>= {s.get_eq(a)}".replace('dynamo_', '') + node = a + title = f"{com}<br>= {s.get_eq(a)}" col = colors[a] if colors and a in colors else None # if init_val == True and a in dir(s): # title = f'{title}<br>Init: {getattr(s, a)[0]:.2f}' Gq.add_node(node, title=title, color=col) for a, b in G.edges: - nodea, nodeb = (a.replace('dynamo_', ''), b.replace('dynamo_', '')) + nodea, nodeb = (a, b) Gq.add_edge(nodea, nodeb) if options: Gq.show_buttons(options) diff --git a/pydynamo/world3/code_pydynamo_w3.py b/pydynamo/world3/code_pydynamo_w3.py index 6f9d8e08..f19f3d01 100644 --- a/pydynamo/world3/code_pydynamo_w3.py +++ b/pydynamo/world3/code_pydynamo_w3.py @@ -31,8 +31,8 @@ m4t = [0.13, 0.11, 0.09, 0.07, 0.06, 0.05, 0.04] # Death rate subsector d.k = d1.j + d2.j + d3.j + d4.j cdr.k = 1000*d.k/pop.k # death rate -le.k = dynamo_len*lmf.k*lmhs.k*lmp.k*lmc.k -dynamo_len = 28 +le.k = len*lmf.k*lmhs.k*lmp.k*lmc.k +len = 28 lmf.k = tabhl(lmft, fpc.k/sfpc, 0, 5, 1) lmft = [0, 1, 1.43, 1.5, 1.5, 1.5] hsapc.k = tabhl(hsapct, sopc.k, 0, 2000, 250) @@ -93,7 +93,7 @@ fsafct = [0, 0.005, 0.015, 0.025, 0.03, 0.035] # Capital sector ## Industrial subsector iopc.k = io.k/pop.k -# ATTENTION: from next line a smdynamo_all difference is induced +# ATTENTION: from next line a small difference is induced io.k = ic.k*(1-fcaor.k)*cuf.k/icor.k icor.k = clip(icor2.k, icor1, time.k, pyear) icor1 = 3 @@ -236,14 +236,14 @@ mlymc.k = tabhl(mlymct, aiph.k, 0, 600, 40) mlymct = [0.075, 0.03, 0.015, 0.011, 0.009, 0.008, 0.007, 0.006, 0.005, 0.005, 0.005, 0.005, 0.005, 0.005, 0.005, 0.005] ## Loop 3: land erosion and urban-industrial use -dynamo_all.k = alln*llmy.k +all.k = alln*llmy.k alln = 1000 llmy.k = clip(0.95**((time.k - llmytm)/oy)*llmy1.k + (1 - 0.95**((time.k - llmytm)/oy))*llmy2.k, llmy1.k, time.k, llmytm) llmy1.k = tabhl(llmy1t, ly.k/ilf, 0, 9, 1) llmy1t = [1.2, 1, 0.63, 0.36, 0.16, 0.055, 0.04, 0.025, 0.015, 0.01] llmy2.k = tabhl(llmy2t, ly.k/ilf, 0, 9, 1) llmy2t = [1.2, 1, 0.63, 0.36, 0.29, 0.26, 0.24, 0.22, 0.21, 0.2] # WRLD3+03 ! -ler.k = al.k/dynamo_all.k +ler.k = al.k/all.k uilpc.k = tabhl(uilpct, iopc.k, 0, 1600, 200) uilpct = [0.005, 0.008, 0.015, 0.025, 0.04, 0.055, 0.07, 0.08, 0.09] uilr.k = uilpc.k*pop.k -- GitLab