322 lines
19 KiB
Plaintext
322 lines
19 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "ad36ae4c-6359-41f6-b9c5-971c96a678f0",
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"metadata": {},
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"source": [
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"# MOSI UseCase\n",
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"\n",
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"This notebooks :\n",
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"\n",
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"- Creates UCD\n",
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"- Creates UCD Schema \n",
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"- Insert MOSI Record\n",
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"- Publishes"
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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": 7,
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"id": "ca65023e-ae07-45de-ba75-4d39d66df53b",
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"metadata": {
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"tags": []
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Requirement already satisfied: rich[jupyter] in /opt/conda/lib/python3.9/site-packages (12.2.0)\n",
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"Requirement already satisfied: pygments<3.0.0,>=2.6.0 in /opt/conda/lib/python3.9/site-packages (from rich[jupyter]) (2.11.2)\n",
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"Requirement already satisfied: commonmark<0.10.0,>=0.9.0 in /opt/conda/lib/python3.9/site-packages (from rich[jupyter]) (0.9.1)\n",
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"Requirement already satisfied: ipywidgets<8.0.0,>=7.5.1 in /opt/conda/lib/python3.9/site-packages (from rich[jupyter]) (7.7.0)\n",
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"Requirement already satisfied: widgetsnbextension~=3.6.0 in /opt/conda/lib/python3.9/site-packages (from ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (3.6.0)\n",
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"Requirement already satisfied: ipython-genutils~=0.2.0 in /opt/conda/lib/python3.9/site-packages (from ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.2.0)\n",
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"Requirement already satisfied: ipykernel>=4.5.1 in /opt/conda/lib/python3.9/site-packages (from ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (6.11.0)\n",
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"Requirement already satisfied: jupyterlab-widgets>=1.0.0 in /opt/conda/lib/python3.9/site-packages (from ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (1.1.0)\n",
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"Requirement already satisfied: ipython>=4.0.0 in /opt/conda/lib/python3.9/site-packages (from ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (8.2.0)\n",
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"Requirement already satisfied: nbformat>=4.2.0 in /opt/conda/lib/python3.9/site-packages (from ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (5.2.0)\n",
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"Requirement already satisfied: traitlets>=4.3.1 in /opt/conda/lib/python3.9/site-packages (from ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (5.1.1)\n",
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"Requirement already satisfied: matplotlib-inline>=0.1 in /opt/conda/lib/python3.9/site-packages (from ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.1.3)\n",
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"Requirement already satisfied: nest-asyncio in /opt/conda/lib/python3.9/site-packages (from ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (1.5.5)\n",
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"Requirement already satisfied: jupyter-client>=6.1.12 in /opt/conda/lib/python3.9/site-packages (from ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (7.2.1)\n",
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"Requirement already satisfied: tornado>=6.1 in /opt/conda/lib/python3.9/site-packages (from ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (6.1)\n",
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"Requirement already satisfied: psutil in /opt/conda/lib/python3.9/site-packages (from ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (5.9.0)\n",
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"Requirement already satisfied: setuptools>=60 in /opt/conda/lib/python3.9/site-packages (from ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (61.3.1)\n",
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"Requirement already satisfied: debugpy>=1.0 in /opt/conda/lib/python3.9/site-packages (from ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (1.5.1)\n",
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"Requirement already satisfied: pexpect>4.3 in /opt/conda/lib/python3.9/site-packages (from ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (4.8.0)\n",
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"Requirement already satisfied: pickleshare in /opt/conda/lib/python3.9/site-packages (from ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.7.5)\n",
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"Requirement already satisfied: decorator in /opt/conda/lib/python3.9/site-packages (from ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (5.1.1)\n",
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"Requirement already satisfied: backcall in /opt/conda/lib/python3.9/site-packages (from ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.2.0)\n",
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"Requirement already satisfied: prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0 in /opt/conda/lib/python3.9/site-packages (from ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (3.0.27)\n",
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"Requirement already satisfied: stack-data in /opt/conda/lib/python3.9/site-packages (from ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.2.0)\n",
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"Requirement already satisfied: jedi>=0.16 in /opt/conda/lib/python3.9/site-packages (from ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.18.1)\n",
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"Requirement already satisfied: jsonschema!=2.5.0,>=2.4 in /opt/conda/lib/python3.9/site-packages (from nbformat>=4.2.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (4.4.0)\n",
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"Requirement already satisfied: jupyter-core in /opt/conda/lib/python3.9/site-packages (from nbformat>=4.2.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (4.9.2)\n",
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"Requirement already satisfied: notebook>=4.4.1 in /opt/conda/lib/python3.9/site-packages (from widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (6.4.10)\n",
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"Requirement already satisfied: parso<0.9.0,>=0.8.0 in /opt/conda/lib/python3.9/site-packages (from jedi>=0.16->ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.8.3)\n",
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"Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in /opt/conda/lib/python3.9/site-packages (from jsonschema!=2.5.0,>=2.4->nbformat>=4.2.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.18.1)\n",
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"Requirement already satisfied: attrs>=17.4.0 in /opt/conda/lib/python3.9/site-packages (from jsonschema!=2.5.0,>=2.4->nbformat>=4.2.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (21.4.0)\n",
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"Requirement already satisfied: pyzmq>=22.3 in /opt/conda/lib/python3.9/site-packages (from jupyter-client>=6.1.12->ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (22.3.0)\n",
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"Requirement already satisfied: python-dateutil>=2.8.2 in /opt/conda/lib/python3.9/site-packages (from jupyter-client>=6.1.12->ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (2.8.2)\n",
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"Requirement already satisfied: entrypoints in /opt/conda/lib/python3.9/site-packages (from jupyter-client>=6.1.12->ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.4)\n",
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"Requirement already satisfied: Send2Trash>=1.8.0 in /opt/conda/lib/python3.9/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (1.8.0)\n",
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"Requirement already satisfied: argon2-cffi in /opt/conda/lib/python3.9/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (21.3.0)\n",
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"Requirement already satisfied: jinja2 in /opt/conda/lib/python3.9/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (3.1.1)\n",
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"Requirement already satisfied: nbconvert>=5 in /opt/conda/lib/python3.9/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (6.4.5)\n",
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"Requirement already satisfied: terminado>=0.8.3 in /opt/conda/lib/python3.9/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.13.3)\n",
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"Requirement already satisfied: prometheus-client in /opt/conda/lib/python3.9/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.13.1)\n",
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"Requirement already satisfied: ptyprocess>=0.5 in /opt/conda/lib/python3.9/site-packages (from pexpect>4.3->ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.7.0)\n",
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"Requirement already satisfied: wcwidth in /opt/conda/lib/python3.9/site-packages (from prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0->ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.2.5)\n",
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"Requirement already satisfied: pure-eval in /opt/conda/lib/python3.9/site-packages (from stack-data->ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.2.2)\n",
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"Requirement already satisfied: asttokens in /opt/conda/lib/python3.9/site-packages (from stack-data->ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (2.0.5)\n",
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"Requirement already satisfied: executing in /opt/conda/lib/python3.9/site-packages (from stack-data->ipython>=4.0.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.8.3)\n",
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"Requirement already satisfied: testpath in /opt/conda/lib/python3.9/site-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.6.0)\n",
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"Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/lib/python3.9/site-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (2.1.1)\n",
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"Requirement already satisfied: mistune<2,>=0.8.1 in /opt/conda/lib/python3.9/site-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.8.4)\n",
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"Requirement already satisfied: defusedxml in /opt/conda/lib/python3.9/site-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.7.1)\n",
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"Requirement already satisfied: nbclient<0.6.0,>=0.5.0 in /opt/conda/lib/python3.9/site-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.5.13)\n",
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"Requirement already satisfied: pandocfilters>=1.4.1 in /opt/conda/lib/python3.9/site-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (1.5.0)\n",
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"Requirement already satisfied: beautifulsoup4 in /opt/conda/lib/python3.9/site-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (4.10.0)\n",
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"Requirement already satisfied: jupyterlab-pygments in /opt/conda/lib/python3.9/site-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.1.2)\n",
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"Requirement already satisfied: bleach in /opt/conda/lib/python3.9/site-packages (from nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (4.1.0)\n",
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"Requirement already satisfied: six>=1.5 in /opt/conda/lib/python3.9/site-packages (from python-dateutil>=2.8.2->jupyter-client>=6.1.12->ipykernel>=4.5.1->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (1.16.0)\n",
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"Requirement already satisfied: argon2-cffi-bindings in /opt/conda/lib/python3.9/site-packages (from argon2-cffi->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (21.2.0)\n",
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"Requirement already satisfied: cffi>=1.0.1 in /opt/conda/lib/python3.9/site-packages (from argon2-cffi-bindings->argon2-cffi->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (1.15.0)\n",
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"Requirement already satisfied: soupsieve>1.2 in /opt/conda/lib/python3.9/site-packages (from beautifulsoup4->nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (2.3.1)\n",
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"Requirement already satisfied: packaging in /opt/conda/lib/python3.9/site-packages (from bleach->nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (21.3)\n",
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"Requirement already satisfied: webencodings in /opt/conda/lib/python3.9/site-packages (from bleach->nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (0.5.1)\n",
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"Requirement already satisfied: pycparser in /opt/conda/lib/python3.9/site-packages (from cffi>=1.0.1->argon2-cffi-bindings->argon2-cffi->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (2.21)\n",
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"Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/conda/lib/python3.9/site-packages (from packaging->bleach->nbconvert>=5->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets<8.0.0,>=7.5.1->rich[jupyter]) (3.0.7)\n"
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]
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}
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],
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"source": [
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"import requests\n",
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"import json\n",
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"\n",
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"# These parameters should be discovered / initialized by common gcube libraries. \n",
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"gcube_token = \"3aa85bbf-d5f3-4df4-ad03-4f8f788eba3d-98187548\"\n",
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"service_base_endpoint =\"https://geoportal.dev.int.d4science.net/geoportal-service/srv\"\n",
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"\n",
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"# Actual customizable parameters\n",
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"ucid = \"GNA-MOSI\"\n",
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"gpkgFile = \"templateItalia.gpkg\"\n",
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"\n",
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"\n",
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"#NB The following should not be changed \n",
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"projects_endpoint = service_base_endpoint + \"/projects/\"+ucid\n",
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"ucd_endpoint = service_base_endpoint + \"/ucd/\"\n",
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"plugins_endpoint=service_base_endpoint + \"/plugins/\"\n",
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"\n",
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"\n",
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"## Import Rich text support for pretty json \n",
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"!pip install rich[jupyter]\n",
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"import rich\n",
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"from rich import print_json\n",
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"\n",
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"## Define utility function for HTTP requests logging\n",
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"def send(dest,data=None,method=\"GET\",params={}):\n",
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" print(\"GOING TO SEND \"+method+\" REQUEST TO \"+dest)\n",
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" headers={\n",
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" 'Content-type':'application/json', \n",
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" 'Accept':'*/*',\n",
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" 'gcube-token':gcube_token\n",
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" }\n",
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" if data is not None : print(\"Data is \"+str(data))\n",
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" if method == \"GET\" : response = requests.get(url=dest,params=params,headers=headers)\n",
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" if method == \"PUT\" : response = requests.put(url=dest,data=data,params=params,headers=headers)\n",
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" if method == \"POST\" : response = requests.post(url=dest,data=data,params=params,headers=headers)\n",
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" if method == \"DELETE\" : response = requests.delete(url=dest,data=data,params=params,headers=headers)\n",
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" print(\"RESPONSE STATUS \"+str(response.status_code)) \n",
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" if response.status_code<200 or response.status_code>=300 : \n",
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" print(\"CAUSE \"+str(response.reason))\n",
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" print(response.text)\n",
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" return json.loads(response.text)\n",
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"\n",
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"#print(send(method=\"GET\",dest=\"http://geoportal.dev.int.d4science.net/geoportal-service/srv/mongo-concessioni/\"))"
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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": "047cf782-73d4-4d8c-9275-69eba2573e67",
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"metadata": {},
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"outputs": [],
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"source": [
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"# GPKG support\n",
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"import fiona\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": 2,
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"id": "a3fae252-963e-4a20-9968-e906d3709681",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Init parameters\n",
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"UCD = {\n",
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" \"_id\" : ucid,\n",
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" \"_version\" : \"1.0.0\",\n",
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" \"_name\" : \"GNA : MOSI\",\n",
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"\n",
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" \"_description\" : \"Modulistica siti\",\n",
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"\n",
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"\n",
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"\n",
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"\n",
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"\n",
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" \"_handlers\" : [\n",
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" ,\n",
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" \n",
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" ]\n",
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"}"
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]
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},
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{
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"cell_type": "markdown",
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"id": "c43579c9-0c2c-4e30-a1c6-0565f27f9a55",
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"metadata": {},
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"source": [
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"## UCD"
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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": 3,
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"id": "7c0a9d27-86d3-4a9c-a51a-c47a80f2cadc",
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"metadata": {},
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"outputs": [],
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"source": [
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"schema={\n",
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" \"CD\" : {\"_min\":1, \"label\" : \"Identificazione\",\"_children\" :[\n",
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" {\"TSK\" : {\"_min\":1,\"_type\" : \"STRING-CONSTANT\", \"value\":{\"MOSI\"},\"label\":\"Tipo modulo\"}},\n",
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" {\"CMD\" : {\"_min\":1,\"label\":\"Codice modulo\"}}, # ?? Auto generate\n",
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" {\"ESC\" : {\"_min\":1,\"label\":\"Ente schedatore\"}}, # ?? Auto generate\n",
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" {\"ECP\" : {\"_min\":1,\"label\":\"Ente competente per tutela\"}}, # ?? Auto generate\n",
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" {\"CBC\" : {\"label\":\"Identificativo scheda bene culturale\"}},\n",
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" {\"ACC\" : {\"_max\":-1,\"label\":\"Altro codice\", \"_children\"}}\n",
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" \n",
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" ]\n",
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" }\n",
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"}\n",
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"#NB Cannot set schema from gpkg.MOSI if we want it structured\n",
|
||
"#with fiona.open(gpkgFile, layer='MOSI_multipolygon') as layer:\n",
|
||
"# feature = layer[0]\n",
|
||
" #feature is GeoJSON\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"# SET GEOMETR \n",
|
||
"schema.update(\"multipolygonGeometries\":{\"_max\":-1})\n",
|
||
"schema.update(\"points\":{\"_max\":-1})\n",
|
||
"schema.update(\"multipolygonGeometries\":{\"_max\":-1})\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"UCD.update({\"_schema\" :schema})"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 4,
|
||
"id": "44280c2e-e513-4aec-825a-b4f9504ad35b",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"#TODO DEFINE ROLES\n",
|
||
"UCD.update({\"_dataAccessPolicies\" : [\n",
|
||
" {\"_policy\" : {\"_read\" : \"own\", \"_write\" : \"own\"}, \"_roles\":[]},\n",
|
||
" ]})"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 5,
|
||
"id": "9e3afe4a-a301-4eea-acd3-95cb03dd26b1",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# UPDATE Lifecycle Settings\n",
|
||
"UCD[\"_handlers\"].append({\n",
|
||
" \"_id\" : \"DEFAULT-SINGLE-STEP\",\n",
|
||
" \"_type\" : \"LifecycleManagement\",\n",
|
||
" \"_configuration\" : {\n",
|
||
" \"step_access\" : [\n",
|
||
" {\"STEP\" : \"PUBLISH\", \"roles\" :[]}\n",
|
||
" ]\n",
|
||
" }\n",
|
||
" })"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 6,
|
||
"id": "c6ce3205-38e7-4531-9a46-bea2d48a9321",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"ename": "SyntaxError",
|
||
"evalue": "closing parenthesis '}' does not match opening parenthesis '(' on line 2 (3773975152.py, line 17)",
|
||
"output_type": "error",
|
||
"traceback": [
|
||
"\u001b[0;36m Input \u001b[0;32mIn [6]\u001b[0;36m\u001b[0m\n\u001b[0;31m })\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m closing parenthesis '}' does not match opening parenthesis '(' on line 2\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# UPDATE Lifecycle Settings\n",
|
||
"UCD[\"_handlers\"].append({\n",
|
||
" \"_id\" : \"SDI-Indexer-Plugin\",\n",
|
||
" \"_type\" : \"Indexer\",\n",
|
||
" \"_configuration\" : {\n",
|
||
"# TODO use \n",
|
||
"# \"bboxEvaluation\" : [\"$..posizionamentoScavo.._bbox\"],\n",
|
||
" \"explicitFieldMapping\" : [\n",
|
||
"#TODO READ FROM MOSI LAYER \n",
|
||
" ],\n",
|
||
" \"additionalLayers\" : [\n",
|
||
"# TODO CONFIGURE Additional\n",
|
||
" {\"source\" : {\"url\" : \"...\"},\"toSetTitle\":\"\"}\n",
|
||
" ]\n",
|
||
" }\n",
|
||
" }\n",
|
||
" })"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"id": "76b0a6a2-c418-450c-bf79-ff82f3f2df6b",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": []
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3 (ipykernel)",
|
||
"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": "3.9.10"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 5
|
||
}
|