|
| 1 | +from neo4j import GraphDatabase, time |
| 2 | +from datetime import datetime |
| 3 | +from neo4j.time import DateTime |
| 4 | +import time |
| 5 | +import pytz |
| 6 | +import csv |
| 7 | +import re |
| 8 | + |
| 9 | +#@unit_of_work(timeout=300) |
| 10 | +def query_fun(tx, query_spec, query_parameters): |
| 11 | + result = tx.run(query_spec, query_parameters) |
| 12 | + return result.value() |
| 13 | + |
| 14 | +def run_query(session, query_id, query_spec, query_parameters): |
| 15 | + print(f'Q{query_id}: {query_parameters}') |
| 16 | + start = time.time() |
| 17 | + result = session.read_transaction(query_fun, query_spec, query_parameters) |
| 18 | + print(f'{len(result)} results') |
| 19 | + end = time.time() |
| 20 | + duration = end - start |
| 21 | + #print("Q{}: {:.4f} seconds, {} tuples".format(query_id, duration, result[0])) |
| 22 | + return (duration, result) |
| 23 | + |
| 24 | +def convert_to_datetime(timestamp): |
| 25 | + dt = datetime.strptime(timestamp, '%Y-%m-%d') |
| 26 | + return DateTime(dt.year, dt.month, dt.day, 0, 0, 0, pytz.timezone('GMT')) |
| 27 | + |
| 28 | +driver = GraphDatabase.driver("bolt://localhost:7687") |
| 29 | + |
| 30 | +with driver.session() as session: |
| 31 | + for query_id in range(1, 21): |
| 32 | + query_file = open(f'queries/bi-{query_id}.cypher', 'r') |
| 33 | + query_spec = query_file.read() |
| 34 | + |
| 35 | + parameters_csv = csv.DictReader(open(f'parameters/bi-{query_id}.txt'), delimiter='|') |
| 36 | + |
| 37 | + for query_parameters in parameters_csv: |
| 38 | + query_parameters = {k: int(v) if re.match(r'^[0-9]+$', v) else v for k, v in query_parameters.items()} |
| 39 | + query_parameters = { |
| 40 | + k.replace('[]', ''): |
| 41 | + v.split(';') if re.findall('\[\]$', k) else v for k, v in query_parameters.items() |
| 42 | + } |
| 43 | + #re.findall('\[\]$', 'A') |
| 44 | + query_parameters = {k: convert_to_datetime(v) if re.findall('date', k.lower()) else v for k, v in query_parameters.items()} |
| 45 | + print(query_parameters) |
| 46 | + run_query(session, query_id, query_spec, query_parameters) |
| 47 | + |
| 48 | +driver.close() |
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