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{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Pipeline to create a small test dataset\n",
    "Goal: Check if changes to transformations scripts or to the ontologies apply correctly in the data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from rdflib import Graph\n",
    "\n",
    "def merge_graphs(input_path_1, input_path_2, output_path):\n",
    "    g = Graph()\n",
    "    g.parse(input_path_1)\n",
    "    g.parse(input_path_2)\n",
    "    g.serialize(destination=output_path, format='ttl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "src/rdf-mappings/map-tblBranch.py:484: DtypeWarning: Columns (2,9,11,16,17,18,19,20,21,31,38,39,49,56,58,62,67,71,72,73,74,75,77,79,82,85,86,88,94,97,98,99,100,102,104,106,109,110,112,114,117,118,119,122,124,125,126,127,128,129,130,131,132,133,134,135,136,138,139,140,141,142,143,144,145,149,150,151,152,153,154,157,165,166,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,188,189,190,194,196) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  df_tblBranch = pd.read_csv(csv_input_path, sep='\\t')\n",
      "       Column  Column2  BranchID  ... GpSel TinctChanged  Column 201\n",
      "0           0      NaN         1  ...   NaN          1.0         NaN\n",
      "1           1      NaN         2  ...   NaN          1.0         NaN\n",
      "2           2      NaN         3  ...   NaN          1.0         NaN\n",
      "3           3      NaN         4  ...   NaN          1.0         NaN\n",
      "4           4      NaN         5  ...   NaN          1.0         NaN\n",
      "...       ...      ...       ...  ...   ...          ...         ...\n",
      "40859   40859      NaN  8318_A_1  ...   NaN          NaN         NaN\n",
      "40860   40860      NaN    8425_1  ...   0.0          NaN         0.0\n",
      "40861   40861      NaN  8425_A_1  ...   NaN          NaN         NaN\n",
      "40862   40862      NaN  8425_B_1  ...   NaN          NaN         NaN\n",
      "40863   40863      NaN   13770_1  ...   0.0          NaN         1.0\n",
      "[40864 rows x 205 columns]\n",
      "chief\n",
      "compon\n",
      "chief\n",
      "chief\n",
      "chief\n",
      "chief\n",
      "chief\n",
      "eschutch\n",
      "chief\n",
      "chief\n",
      "chief\n",
      "chief\n",
      "chief\n",
      "shield\n",
      "stag\n",
      "compon de Harcourt\n",
      "chief\n",
      "chief\n",
      "chief\n",
      "\n",
      "chief\n",
      "border\n",
      "lozenge\n",
      "lozenge\n",
      "\n",
      "\n",
      "chief\n",
      "chief\n",
      "lozenge\n",
      "chief\n",
      "chief\n",
      "compon\n",
      "compon\n",
      "escuch\n",
      "chief\n",
      "\n",
      "\n",
      "escurch\n",
      "banner\n",
      "chief\n",
      "banner\n",
      "banner\n",
      "banner\n",
      "banner\n",
      "banner\n",
      "escuch\n",
      "Created data/rdf-output/test-dataset/knowledge-graph-blazon-test-dataset.ttl\n",
      "Created data/rdf-output/test-dataset/knowledge-graph-blazon-test-dataset.jsonld\n",
      "Export TBox to file...\n",
      "Create data/rdf-output/digital-heraldry-ontology.ttl\n"
     ]
    }
   ],
   "source": [
    "!python src/rdf-mappings/map-tblBranch.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "merge_graphs('data/rdf-output/test-dataset/knowledge-graph-blazon-test-dataset.ttl', 'data/ontologies/digital-heraldry-ontology.ttl', 'data/rdf-output/test-dataset/knowledge-graph-blazon-test-dataset.ttl')"
   ]
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "src/rdf-mappings/map-tblArmItems.py:92: FutureWarning: Inferring datetime64[ns] from data containing strings is deprecated and will be removed in a future version. To retain the old behavior explicitly pass Series(data, dtype=datetime64[ns])\n",
      "  df_metadata = pd.read_excel(metadata_file)\n",
      "Empty DataFrame\n",
      "Columns: [Column, ArmItemID, ArmCode, ItemNr, FolNr, SrNr, published_as_rdf, checked_for_publication, descriptor_id, description_event_id, description_time, BranchIDR, CrestPresent, HelmetPresent, MantlingPresent, BannerItem, PersonItem, ArmTxt, ArmIdf, IdxName, AiCmnt, ItemStatus, ItemQual, Editor, ArmSegm, AIRefs, Revised, NeedCHK, Ex1ArmItem, Ex2ArmItem, Ex3ArmItem, Ex4ArmItem, Ex5ArmItem, Ex6ArmItem, SortNr, PaSource, PaRefNr, ArmItemNr_Popoff, GlAIid, Select, Obs, CreFigIDR, CreMulti, CreTint, CreOrnIDR, TGmember]\n",
      "Index: []\n",
      "Traceback (most recent call last):\n",
      "  File \"src/rdf-mappings/map-tblArmItems.py\", line 96, in <module>\n",
      "    raise ValueError\n",
      "ValueError\n"
    "!python src/rdf-mappings/map-tblArmItems.py -t"
  },
  {
   "cell_type": "code",
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   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    ArmCode  CoACount  ... armorial-position-in-ms grid-system\n",
      "0         A     324.0  ...                     NaN         NaN\n",
      "1       ABL       NaN  ...                     NaN         NaN\n",
      "2       ABR       NaN  ...                     NaN         NaN\n",
      "3       ACA       NaN  ...                     NaN         NaN\n",
      "4       ACS       NaN  ...                     NaN         NaN\n",
      "..      ...       ...  ...                     ...         ...\n",
      "771     NaN       NaN  ...                     NaN         NaN\n",
      "772     NaN       NaN  ...                     NaN         NaN\n",
      "773     NaN       NaN  ...                     NaN         NaN\n",
      "774     NaN       NaN  ...                     NaN         NaN\n",
      "775     NaN       NaN  ...                     NaN         NaN\n",
      "\n",
      "[776 rows x 36 columns]\n",
      "Creating manuscript entities...\n",
      "Created data/rdf-output/test-dataset/knowledge-graph-object-test-dataset.ttl\n",
      "Created data/rdf-output/test-dataset/knowledge-graph-object-test-dataset.jsonld\n",
      "Loading Knowledge Graph file...\n",
      "Linking coat of arms representations to manuscript entities...\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
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      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
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      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
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      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
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      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSBEL\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSMAN\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "http://digitalheraldry.org/digital-heraldry-ontology/object#MSNLU\n",
      "Serialilzing representation graph...\n"
     ]
    }
   ],
   "source": [
    "!python src/rdf-mappings/integrate_manuscript_metadata_into_kg.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "http://172.28.34.103/!DOCTYPE html does not look like a valid URI, trying to serialize this will break.\n"
     ]
    },
    {
     "ename": "BadSyntax",
     "evalue": "at line 5 of <>:\nBad syntax (expected '.' or '}' or ']' at end of statement) at ^ in:\n\"b'<!DOCTYPE html>\\n<html>\\n\\n<head>\\n  '^b'<meta charset=\\'utf-8\\'>\\n  <link rel=\"icon\" href=\"/assets/no_a'...\"",
     "output_type": "error",
     "traceback": [
      "Traceback \u001b[0;36m(most recent call last)\u001b[0m:\n",
      "  File \u001b[1;32m~/opt/anaconda3/envs/dho_kg_integration/lib/python3.8/site-packages/IPython/core/interactiveshell.py:3398\u001b[0m in \u001b[1;35mrun_code\u001b[0m\n    exec(code_obj, self.user_global_ns, self.user_ns)\n",
      "  Input \u001b[1;32mIn [7]\u001b[0m in \u001b[1;35m<cell line: 19>\u001b[0m\n    resp = g.parse(endpoint, format='text/turtle')\n",
      "  File \u001b[1;32m~/opt/anaconda3/envs/dho_kg_integration/lib/python3.8/site-packages/rdflib/graph.py:1267\u001b[0m in \u001b[1;35mparse\u001b[0m\n    raise se\n",
      "  File \u001b[1;32m~/opt/anaconda3/envs/dho_kg_integration/lib/python3.8/site-packages/rdflib/graph.py:1258\u001b[0m in \u001b[1;35mparse\u001b[0m\n    parser.parse(source, self, **args)  # type: ignore[call-arg]\n",
      "  File \u001b[1;32m~/opt/anaconda3/envs/dho_kg_integration/lib/python3.8/site-packages/rdflib/plugins/parsers/notation3.py:1913\u001b[0m in \u001b[1;35mparse\u001b[0m\n    p.loadStream(stream)\n",
      "  File \u001b[1;32m~/opt/anaconda3/envs/dho_kg_integration/lib/python3.8/site-packages/rdflib/plugins/parsers/notation3.py:434\u001b[0m in \u001b[1;35mloadStream\u001b[0m\n    return self.loadBuf(stream.read())  # Not ideal\n",
      "  File \u001b[1;32m~/opt/anaconda3/envs/dho_kg_integration/lib/python3.8/site-packages/rdflib/plugins/parsers/notation3.py:440\u001b[0m in \u001b[1;35mloadBuf\u001b[0m\n    self.feed(buf)\n",
      "  File \u001b[1;32m~/opt/anaconda3/envs/dho_kg_integration/lib/python3.8/site-packages/rdflib/plugins/parsers/notation3.py:466\u001b[0m in \u001b[1;35mfeed\u001b[0m\n    i = self.directiveOrStatement(s, j)\n",
      "  File \u001b[1;32m~/opt/anaconda3/envs/dho_kg_integration/lib/python3.8/site-packages/rdflib/plugins/parsers/notation3.py:488\u001b[0m in \u001b[1;35mdirectiveOrStatement\u001b[0m\n    return self.checkDot(argstr, j)\n",
      "  File \u001b[1;32m~/opt/anaconda3/envs/dho_kg_integration/lib/python3.8/site-packages/rdflib/plugins/parsers/notation3.py:1149\u001b[0m in \u001b[1;35mcheckDot\u001b[0m\n    self.BadSyntax(argstr, j, \"expected '.' or '}' or ']' at end of statement\")\n",
      "\u001b[0;36m  File \u001b[0;32m~/opt/anaconda3/envs/dho_kg_integration/lib/python3.8/site-packages/rdflib/plugins/parsers/notation3.py:1646\u001b[0;36m in \u001b[0;35mBadSyntax\u001b[0;36m\u001b[0m\n\u001b[0;31m    raise BadSyntax(self._thisDoc, self.lines, argstr, i, msg)\u001b[0m\n",
      "\u001b[0;36m  File \u001b[0;32m<string>\u001b[0;36m\u001b[0m\n\u001b[0;31mBadSyntax\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "from rdflib import Graph\n",
    "from rdflib.plugins.sparql import prepareQuery\n",
    "\n",
    "# Define the SPARQL query\n",
    "query = prepareQuery('''\n",
    "    SELECT ?subject ?value\n",
    "    WHERE {\n",
    "        ?subject <http://digitalheraldry.org/digital-heraldry-ontology/entity#attributesCoATo> ?value .\n",
    "    }\n",
    "    ''')\n",
    "\n",
    "# Define the endpoint URL\n",
    "endpoint = 'http://172.28.34.103/sparql'\n",
    "\n",
    "# Create a new RDF graph\n",
    "g = Graph()\n",
    "\n",
    "# Send a GET request to the SPARQL endpoint and parse the response as RDF/XML\n",
    "resp = g.parse(endpoint, format='text/turtle')\n",
    "\n",
    "# Check whether the parse method returned a valid RDF graph object\n",
    "if not resp:\n",
    "    raise ValueError('Unable to parse RDF data from the endpoint')\n",
    "\n",
    "# Bind the graph to the namespace\n",
    "g.bind('dh', 'http://digitalheraldry.org/digital-heraldry-ontology/entity#')\n",
    "\n",
    "# Send the SPARQL query to the endpoint and print the results\n",
    "for row in g.query(query):\n",
    "    print(row)\n"
   ]
  }
 ],
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