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view service/reasoning/inference.py @ 1147:ef494fe0499f
forgot devices_shared.py
Ignore-this: 210e7777d9d4d11f148bb7e63f5de65a
darcs-hash:8dd34afc9d00fe796f94da254519e22ca1fa7d03
author | drewp <drewp@bigasterisk.com> |
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date | Wed, 04 Apr 2018 14:58:27 -0700 |
parents | e3ae71fbd3bd |
children | f3f667769aef |
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""" see ./reasoning for usage """ import os, contextlib try: from rdflib.Graph import Graph except ImportError: from rdflib import Graph from rdflib import Namespace from rdflib.parser import StringInputSource from FuXi.Rete.Util import generateTokenSet from FuXi.Rete import ReteNetwork from FuXi.Rete.RuleStore import N3RuleStore from greplin import scales STATS = scales.collection('/web', scales.PmfStat('readRules')) from escapeoutputstatements import escapeOutputStatements ROOM = Namespace("http://projects.bigasterisk.com/room/") def _loadAndEscape(ruleStore, n3, outputPatterns): ruleGraph = Graph(ruleStore) # Can't escapeOutputStatements in the ruleStore since it # doesn't support removals. Can't copy plainGraph into # ruleGraph since something went wrong with traversing the # triples inside quoted graphs, and I lose all the bodies # of my rules. This serialize/parse version is very slow (400ms), # but it only runs when the file changes. plainGraph = Graph() plainGraph.parse(StringInputSource(n3), format='n3') # for inference escapeOutputStatements(plainGraph, outputPatterns=outputPatterns) expandedN3 = plainGraph.serialize(format='n3') ruleGraph.parse(StringInputSource(expandedN3), format='n3') _rulesCache = (None, None, None, None) def readRules(rulesPath, outputPatterns): """ returns (rulesN3, ruleStore) This includes escaping certain statements in the output (implied) subgraaphs so they're not confused with input statements. """ global _rulesCache with STATS.readRules.time(): mtime = os.path.getmtime(rulesPath) key = (rulesPath, mtime) if _rulesCache[:2] == key: _, _, rulesN3, ruleStore = _rulesCache else: rulesN3 = open(rulesPath).read() # for web display ruleStore = N3RuleStore() _loadAndEscape(ruleStore, rulesN3, outputPatterns) log.debug('%s rules' % len(ruleStore.rules)) _rulesCache = key + (rulesN3, ruleStore) return rulesN3, ruleStore def infer(graph, rules): """ returns new graph of inferred statements. Plain rete api seems to alter rules.formulae and rules.rules, but this function does not alter the incoming rules object, so you can cache it. """ # based on fuxi/tools/rdfpipe.py target = Graph() tokenSet = generateTokenSet(graph) with _dontChangeRulesStore(rules): network = ReteNetwork(rules, inferredTarget=target) network.feedFactsToAdd(tokenSet) return target @contextlib.contextmanager def _dontChangeRulesStore(rules): if not hasattr(rules, '_stashOriginalRules'): rules._stashOriginalRules = rules.rules[:] yield for k in rules.formulae.keys(): if not k.startswith('_:Formula'): del rules.formulae[k] rules.rules = rules._stashOriginalRules[:] import time, logging log = logging.getLogger() def logTime(func): def inner(*args, **kw): t1 = time.time() try: ret = func(*args, **kw) finally: log.info("Call to %s took %.1f ms" % ( func.__name__, 1000 * (time.time() - t1))) return ret return inner