|
| 1 | +from contextlib import contextmanager |
| 2 | +import psycopg2 |
| 3 | +from psycopg2 import sql |
| 4 | +import threading |
| 5 | + |
| 6 | +from concurrent.futures import ThreadPoolExecutor |
| 7 | +from threading import Semaphore |
| 8 | + |
| 9 | +sqls = [ |
| 10 | + """ SELECT * FROM cypher('test_graph', $$ |
| 11 | + MERGE (n:DDDDD {doc_id: 'f5ce4dc2'}) |
| 12 | + SET n.embedset_id='ae1b9b73', n.doc_id='f5ce4dc2', n.doc_hash='977b56ef' |
| 13 | + $$) as (result agtype) """, |
| 14 | + """ SELECT * FROM cypher('test_graph', $$ |
| 15 | + MERGE (n:EEEEE {doc_id: 'f5ce4dc2'}) |
| 16 | + SET n.embedset_id='ae1b9b73', n.doc_id='f5ce4dc2', n.doc_hash='1d7e79a0' |
| 17 | + $$) as (result agtype) """, |
| 18 | + """ SELECT * FROM cypher('test_graph', $$ |
| 19 | + MATCH (source:EEEEE {doc_id:'f5ce4dc2'}) |
| 20 | + MATCH (target:DDDDD {doc_id:'f5ce4dc2'}) |
| 21 | + WITH source, target |
| 22 | + MERGE (source)-[r:DIRECTED]->(target) |
| 23 | + SET r.embedset_id='ae1b9b73', r.doc_id='f5ce4dc2' |
| 24 | + RETURN r |
| 25 | + $$) as (result agtype) """, |
| 26 | + """ SELECT * FROM cypher('test_graph', $$ |
| 27 | + MATCH (source:EEEEE {doc_id:'f5ce4dc2'}) |
| 28 | + MATCH (target:DDDDD {doc_id:'f5ce4dc2'}) |
| 29 | + WITH source, target |
| 30 | + MERGE (source)-[r:DIRECTED]->(target) |
| 31 | + SET r.embedset_id='ae1b9b73', r.doc_id='f5ce4dc2' |
| 32 | + RETURN r |
| 33 | + $$) as (result agtype) """, |
| 34 | + """ SELECT * FROM cypher('test_graph', $$ |
| 35 | + MATCH (source:EEEEE {doc_id:'f5ce4dc2'}) |
| 36 | + MATCH (target:DDDDD {doc_id:'f5ce4dc2'}) |
| 37 | + WITH source, target |
| 38 | + MERGE (source)-[r:DIRECTED]->(target) |
| 39 | + SET r.embedset_id='ae1b9b73', r.doc_id='f5ce4dc2' |
| 40 | + RETURN r |
| 41 | + $$) as (result agtype) """, |
| 42 | +] |
| 43 | + |
| 44 | + |
| 45 | +class PieGraphConnector: |
| 46 | + host: str |
| 47 | + port: str |
| 48 | + user: str |
| 49 | + password: str |
| 50 | + database: str |
| 51 | + warehouse: str |
| 52 | + |
| 53 | + def __init__(self, global_config: dict): |
| 54 | + self.host = global_config.get("host", "") |
| 55 | + self.port = global_config.get("port", "") |
| 56 | + self.user = global_config.get("user", "") |
| 57 | + self.password = global_config.get("password", "") |
| 58 | + self.database = global_config.get("database", "") |
| 59 | + self.warehouse = global_config.get("warehouse", "") |
| 60 | + |
| 61 | + @contextmanager |
| 62 | + def conn(self): |
| 63 | + conn = None |
| 64 | + if self.warehouse and self.warehouse != "": |
| 65 | + options = "'-c warehouse=" + self.warehouse + "'" |
| 66 | + conn = psycopg2.connect( |
| 67 | + dbname=self.database, |
| 68 | + user=self.user, |
| 69 | + password=self.password, |
| 70 | + host=self.host, |
| 71 | + port=self.port, |
| 72 | + options=options, |
| 73 | + ) |
| 74 | + else: |
| 75 | + conn = psycopg2.connect( |
| 76 | + dbname=self.database, |
| 77 | + user=self.user, |
| 78 | + password=self.password, |
| 79 | + host=self.host, |
| 80 | + port=self.port, |
| 81 | + ) |
| 82 | + conn.autocommit = True |
| 83 | + with conn.cursor() as cursor: |
| 84 | + cursor.execute("CREATE EXTENSION IF NOT EXISTS age;") |
| 85 | + cursor.execute("LOAD 'age';") |
| 86 | + cursor.execute("SET search_path = ag_catalog, '$user', public;") |
| 87 | + try: |
| 88 | + yield conn |
| 89 | + finally: |
| 90 | + conn.close() |
| 91 | + |
| 92 | + |
| 93 | +class BoundedThreadPoolExecutor(ThreadPoolExecutor): |
| 94 | + def __init__(self, max_workers=5, max_task_size=32, *args, **kwargs): |
| 95 | + if max_task_size < max_workers: |
| 96 | + raise ValueError( |
| 97 | + "max_task_size should be greater than or equal to max_workers" |
| 98 | + ) |
| 99 | + if max_workers is not None: |
| 100 | + kwargs["max_workers"] = max_workers |
| 101 | + super().__init__(*args, **kwargs) |
| 102 | + self._semaphore = Semaphore(max_task_size) |
| 103 | + |
| 104 | + def submit(self, fn, /, *args, **kwargs): |
| 105 | + timeout = kwargs.get("timeout", None) |
| 106 | + if self._semaphore.acquire(timeout=timeout): |
| 107 | + future = super().submit(fn, *args, **kwargs) |
| 108 | + future.add_done_callback(lambda _: self._semaphore.release()) |
| 109 | + return future |
| 110 | + else: |
| 111 | + raise TimeoutError("waiting for semaphore timeout") |
| 112 | + |
| 113 | + |
| 114 | +db_config = { |
| 115 | + "host": "127.0.0.1", |
| 116 | + "database": "postgres", |
| 117 | + "user": "postgres", |
| 118 | + "password": "", |
| 119 | + "port": "5432", |
| 120 | +} |
| 121 | + |
| 122 | +connector = PieGraphConnector(db_config) |
| 123 | + |
| 124 | +def execute_sql(query): |
| 125 | + try: |
| 126 | + connection = psycopg2.connect(**db_config) |
| 127 | + cursor = connection.cursor() |
| 128 | + cursor.execute("CREATE EXTENSION IF NOT EXISTS age;") |
| 129 | + cursor.execute("LOAD 'age';") |
| 130 | + cursor.execute("SET search_path = ag_catalog, '$user', public;") |
| 131 | + |
| 132 | + cursor.execute(query) |
| 133 | + |
| 134 | + connection.commit() |
| 135 | + |
| 136 | + result = cursor.fetchall() |
| 137 | + |
| 138 | + except Exception as e: |
| 139 | + print(f"Error executing query '{query}': {e}") |
| 140 | + finally: |
| 141 | + if connection: |
| 142 | + cursor.close() |
| 143 | + connection.close() |
| 144 | + |
| 145 | +semaphore_graph = threading.Semaphore(20) |
| 146 | + |
| 147 | +drop_graph = "SELECT * FROM drop_graph('test_graph', true)" |
| 148 | +create_graph = "SELECT * FROM create_graph('test_graph')" |
| 149 | + |
| 150 | +# execute_sql(drop_graph) |
| 151 | +execute_sql(create_graph) |
| 152 | + |
| 153 | +def _merge_exec_sql(query: str): |
| 154 | + with semaphore_graph: |
| 155 | + with connector.conn() as conn: |
| 156 | + with conn.cursor() as cursor: |
| 157 | + try: |
| 158 | + cursor.execute(query) |
| 159 | + result = cursor.fetchall() |
| 160 | + print(f"Result: OK\n") |
| 161 | + except Exception as e: |
| 162 | + print(f"Error executing query '{query}': {e}") |
| 163 | + conn.commit() |
| 164 | + |
| 165 | +with BoundedThreadPoolExecutor() as executor: |
| 166 | + executor.map(lambda q: _merge_exec_sql(q), sqls) |
| 167 | + |
| 168 | +print("All threads have finished execution.") |
| 169 | + |
| 170 | +execute_sql(drop_graph) |
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