64 lines
1.5 KiB
Python
64 lines
1.5 KiB
Python
#!/usr/bin/env python
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import json
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import collections
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examples = [
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{
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"text": "icecream is cold",
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"parsed": ("exists-property-with-value", 'icecream', 'cold'),
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},
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{
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"text": "earth is a planet",
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"parsed": ("pertenence-to-group", 'earth', 'planet'),
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},
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{
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"text": "Green is a color",
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"parsed": ("pertenence-to-group", 'green', 'color'),
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},
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{
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"text": "airplanes do fly",
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"parsed": ("has-capacity", 'airplane', 'fly')
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}
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]
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knowledge_base = collections.defaultdict(lambda: collections.defaultdict(lambda: collections.defaultdict()))
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def property_for_value(value):
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if "cold":
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return "temperature"
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def exists_property_with_value(subj, value):
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knowledge_base[subj][property_for_value(value)] = value
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def pertenence_to_group(subj, group):
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knowledge_base[subj]["group"] = group
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def has_capacity(subj, capacity):
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if "capacities" not in knowledge_base[subj]:
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knowledge_base[subj]["capacities"] = []
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knowledge_base[subj]["capacities"].append(capacity)
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knowledge_ingestion = {
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"exists-property-with-value": exists_property_with_value,
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"pertenence-to-group": pertenence_to_group,
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"has-capacity": has_capacity,
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}
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def ingest(example):
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method = example['parsed'][0]
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args = example['parsed'][1:]
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knowledge_ingestion[method](*args)
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for example in examples:
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ingest(example)
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print(json.dumps(knowledge_base, indent=4, sort_keys=True))
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