Update semantic equivalence docs
- Comparing object type not in config dictionary now gives a warning and result of 0 instead of an error. - Adds an example of the new detailed debug output.master
Chris Lenk
parent
ec115b3586
commit
b5612c9dc2
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@ -270,7 +270,7 @@
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".highlight .vg { color: #19177C } /* Name.Variable.Global */\n",
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".highlight .vi { color: #19177C } /* Name.Variable.Instance */\n",
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".highlight .vm { color: #19177C } /* Name.Variable.Magic */\n",
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".highlight .il { color: #666666 } /* Literal.Number.Integer.Long */</style><div class=\"highlight\"><pre><span></span>44.0\n",
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".highlight .il { color: #666666 } /* Literal.Number.Integer.Long */</style><div class=\"highlight\"><pre><span></span>50.0\n",
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"</pre></div>\n"
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],
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"text/plain": [
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@ -286,10 +286,10 @@
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"from stix2.v21 import Campaign\n",
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"\n",
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"c1 = Campaign(\n",
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" name=\"there\",)\n",
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" name=\"Someone Attacks Somebody\",)\n",
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"\n",
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"c2 = Campaign(\n",
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" name=\"something\",)\n",
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" name=\"Another Campaign\",)\n",
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"print(env.semantically_equivalent(c1, c2))"
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]
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},
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@ -1144,7 +1144,7 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Some object types do not have a defined method for calculating semantic equivalence and by default will raise an [error](../api/stix2.exceptions.rst#stix2.exceptions.SemanticEquivalenceUnsupportedTypeError)."
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"Some object types do not have a defined method for calculating semantic equivalence and by default will give a warning and a result of zero."
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]
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},
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{
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@ -1153,12 +1153,93 @@
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"metadata": {},
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"outputs": [
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{
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"ename": "SemanticEquivalenceUnsupportedTypeError",
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"evalue": "report type has no semantic equivalence implementation!",
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"output_type": "error",
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"traceback": [
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"\u001b[0;31mSemanticEquivalenceUnsupportedTypeError\u001b[0m\u001b[0;31m:\u001b[0m report type has no semantic equivalence implementation!\n"
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"'report' type has no semantic equivalence method to call!\n"
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]
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},
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{
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"data": {
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".highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */\n",
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".highlight .s1 { color: #BA2121 } /* Literal.String.Single */\n",
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".highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */\n",
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".highlight .fm { color: #0000FF } /* Name.Function.Magic */\n",
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".highlight .vc { color: #19177C } /* Name.Variable.Class */\n",
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".highlight .vg { color: #19177C } /* Name.Variable.Global */\n",
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".highlight .vi { color: #19177C } /* Name.Variable.Instance */\n",
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".highlight .vm { color: #19177C } /* Name.Variable.Magic */\n",
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".highlight .il { color: #666666 } /* Literal.Number.Integer.Long */</style><div class=\"highlight\"><pre><span></span>0\n",
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"</pre></div>\n"
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"text/plain": [
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"<IPython.core.display.HTML object>"
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]
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},
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"execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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@ -1448,6 +1529,136 @@
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"}\n",
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"print(env.semantically_equivalent(foo1, foo2, **weights))"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Detailed Results\n",
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"\n",
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"If your logging level is set to `DEBUG` or higher, the function will log more detailed results. These show the semantic equivalence and weighting for each property that is checked, to show how the final result was arrived at."
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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": 17,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"Starting semantic equivalence process between: 'threat-actor--54dc2aac-6fde-4a68-ae2a-0c0bc575ed70' and 'threat-actor--c51bce3b-a067-4692-ab77-fcdefdd3f157'\n",
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"--\t\tpartial_string_based 'Evil Org' 'James Bond'\tresult: '0.56'\n",
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"'name' check -- weight: 60, contributing score: 33.6\n",
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"--\t\tpartial_list_based '['crime-syndicate']' '['spy']'\tresult: '0.0'\n",
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"'threat_actor_types' check -- weight: 20, contributing score: 0.0\n",
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"--\t\tpartial_list_based '['super-evil']' '['007']'\tresult: '0.0'\n",
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"'aliases' check -- weight: 20, contributing score: 0.0\n",
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"Matching Score: 33.6, Sum of Weights: 100.0\n"
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]
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},
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{
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"data": {
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"text/html": [
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"<style type=\"text/css\">.highlight .hll { background-color: #ffffcc }\n",
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".highlight { background: #f8f8f8; }\n",
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".highlight .c { color: #408080; font-style: italic } /* Comment */\n",
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".highlight .err { border: 1px solid #FF0000 } /* Error */\n",
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".highlight .k { color: #008000; font-weight: bold } /* Keyword */\n",
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".highlight .o { color: #666666 } /* Operator */\n",
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".highlight .vm { color: #19177C } /* Name.Variable.Magic */\n",
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".highlight .il { color: #666666 } /* Literal.Number.Integer.Long */</style><div class=\"highlight\"><pre><span></span>33.6\n",
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"</pre></div>\n"
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],
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"text/plain": [
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"<IPython.core.display.HTML object>"
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]
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},
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"execution_count": 17,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"import logging\n",
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"logging.basicConfig(format='%(message)s')\n",
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"logger = logging.getLogger()\n",
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"logger.setLevel(logging.DEBUG)\n",
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"\n",
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"ta3 = ThreatActor(\n",
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" threat_actor_types=[\"crime-syndicate\"],\n",
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" name=\"Evil Org\",\n",
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" aliases=[\"super-evil\"],\n",
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")\n",
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"ta4 = ThreatActor(\n",
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" threat_actor_types=[\"spy\"],\n",
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" name=\"James Bond\",\n",
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" aliases=[\"007\"],\n",
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")\n",
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"print(env.semantically_equivalent(ta3, ta4))"
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]
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}
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],
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"metadata": {
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