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import json
import jsonschema
schema = {
"$schema": "http://json-schema.org/schema#",
"type": "object",
"properties": {
"document_version": {
"type": "integer"
},
"ip": {
"type": "string"
},
"port": {
"type": "integer"
},
"whois_description": {
"type": "string"
},
"asn": {
"type": "string"
},
"asn_country_code": {
"type": "string"
},
"ptr": {
"type": "string"
},
"abuse_mail": {
"type": "string"
},
"domain": {
"type": "string"
},
"timestamp_in_utc": {
"type": "string"
},
"user_presentation": {
"type": "object",
"properties": {
"description": {
"type": "string"
},
"data": {
"type": "object"
}
}
}
},
"required": [
"document_version",
"ip",
"port",
"timestamp_in_utc",
"user_presentation"
]
}
def validate_collector_data(json_blob):
try:
jsonschema.validate(json_blob, schema)
except jsonschema.exceptions.ValidationError as e:
print(f'Validation failed with error: {e}')
return False
return True
if __name__ == '__main__':
with open('example_data.json') as fd:
json_data = json.loads(fd.read())
validate_collector_data(json_data)
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