add python example
This commit is contained in:
parent
2f20970190
commit
04f9a611c0
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@ -3,15 +3,18 @@ import taos
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def create_connection():
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def create_connection():
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# all parameters are optional.
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# all parameters are optional.
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conn = None
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conn = None
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host = "localhost"
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port = 6030
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try:
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try:
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conn = taos.connect(
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conn = taos.connect(
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user="root",
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user="root",
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password="taosdata",
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password="taosdata",
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host="localhost",
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host=host,
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port=6030,
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port=port,
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)
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)
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print(f"Connected to {host}:{port} successfully.");
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to connect to {host}:{port} ; Err:{err}")
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finally:
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finally:
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if conn:
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if conn:
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conn.close()
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conn.close()
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@ -3,16 +3,16 @@ import taosrest
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def create_connection():
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def create_connection():
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conn = None
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conn = None
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url="http://localhost:6041"
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try:
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try:
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conn = taosrest.connect(url="http://localhost:6041",
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conn = taosrest.connect(url=url,
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user="root",
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user="root",
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password="taosdata",
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password="taosdata",
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timeout=30)
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timeout=30)
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print("Connection established")
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print(f"Connected to {url} successfully.");
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to connect to {url} ; Err:{err}")
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finally:
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finally:
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if conn:
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if conn:
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conn.close()
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conn.close()
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@ -3,36 +3,35 @@ import taosws
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def create_connection():
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def create_connection():
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conn = None
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conn = None
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host = "localhost"
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port = 6041
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try:
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try:
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conn = taosws.connect(
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conn = taosws.connect(
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user="root",
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user="root",
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password="taosdata",
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password="taosdata",
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host="localhost",
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host=host,
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port=6041,
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port=port,
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)
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)
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print(f"Connected to {host}:{port} successfully.");
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to connect to {host}:{port} ; Err:{err}")
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return conn
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return conn
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# ANCHOR_END: connect
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# ANCHOR_END: connect
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def create_db_table(conn):
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def create_db_table(conn):
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# ANCHOR: create_db
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# ANCHOR: create_db
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try:
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try:
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conn.execute("CREATE DATABASE IF NOT EXISTS power")
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conn.execute("CREATE DATABASE IF NOT EXISTS power")
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conn.execute("USE power")
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conn.execute("USE power")
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conn.execute(
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conn.execute("CREATE STABLE IF NOT EXISTS meters (ts TIMESTAMP, current FLOAT, voltage INT, phase FLOAT) TAGS (groupId INT, location BINARY(24))")
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"CREATE STABLE IF NOT EXISTS meters (ts TIMESTAMP, current FLOAT, voltage INT, phase FLOAT) TAGS (groupId INT, location BINARY(24))")
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conn.execute("CREATE TABLE IF NOT EXISTS `d0` USING `meters` (groupId, location) TAGS(0, 'Los Angles')")
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conn.execute("CREATE TABLE IF NOT EXISTS `d0` USING `meters` (groupId, location) TAGS(0, 'Los Angles')")
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except Exception as err:
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except Exception as err:
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print(f'Exception {err}')
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print(f'Exception {err}')
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# ANCHOR_END: create_db
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# ANCHOR_END: create_db
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def insert(conn):
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def insert(conn):
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# ANCHOR: insert
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# ANCHOR: insert
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sql = """
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sql = """
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INSERT INTO
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INSERT INTO
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power.d1001 USING power.meters TAGS('California.SanFrancisco', 2)
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power.d1001 USING power.meters TAGS('California.SanFrancisco', 2)
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@ -43,26 +42,22 @@ def insert(conn):
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"""
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"""
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try:
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try:
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inserted = conn.execute(sql)
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inserted = conn.execute(sql)
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assert inserted == 4
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assert inserted == 8
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except Exception as err:
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except Exception as err:
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print(f'Exception {err}')
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print(f'Exception111 {err}')
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# ANCHOR_END: insert
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# ANCHOR_END: insert
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def query(conn):
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def query(conn):
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# ANCHOR: query
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# ANCHOR: query
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try:
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try:
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result = conn.query("select * from meters")
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result = conn.query("select * from meters")
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num_of_fields = result.field_count
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num_of_fields = result.field_count
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print(f"query field conunt is {num_of_fields}")
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print(num_of_fields)
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for row in result:
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for row in result:
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print(row)
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print(row)
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except Exception as err:
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except Exception as err:
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print(f'query Exception {err}')
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print(f'Exception {err}')
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# ANCHOR_END: query
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# ANCHOR_END: query
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if __name__ == "__main__":
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if __name__ == "__main__":
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@ -1,11 +1,13 @@
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import taos
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import taos
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conn = None
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conn = None
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host = "localhost"
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port = 6030
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try:
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try:
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conn = taos.connect(host="localhost",
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conn = taos.connect(host=host,
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port=port,
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user="root",
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user="root",
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password="taosdata",
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password="taosdata")
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port=6030)
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db = "power"
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db = "power"
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# create database
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# create database
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@ -27,7 +29,7 @@ try:
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assert rowsAffected == 0
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assert rowsAffected == 0
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to create db and table, db addrr:{host}:{port} err:{err}")
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finally:
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finally:
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if conn:
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if conn:
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conn.close()
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conn.close()
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@ -1,8 +1,9 @@
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import taosrest
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import taosrest
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conn = None
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conn = None
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url = "http://localhost:6041"
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try:
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try:
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conn = taosrest.connect(url="http://localhost:6041",
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conn = taosrest.connect(url=url,
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user="root",
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user="root",
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password="taosdata",
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password="taosdata",
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timeout=30)
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timeout=30)
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@ -22,7 +23,7 @@ try:
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assert rowsAffected == 0
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assert rowsAffected == 0
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to create db and table, url:{url} err:{err}")
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finally:
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finally:
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if conn:
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if conn:
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conn.close()
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conn.close()
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@ -1,76 +1,35 @@
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import taosws
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import taosws
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db = "power"
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conn = None
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host = "localhost"
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port = 6041
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try:
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conn = taosws.connect(user="root",
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password="taosdata",
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host=host,
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port=port)
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def prepare():
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db = "power"
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conn = None
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# create database
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rowsAffected = conn.execute(f"CREATE DATABASE IF NOT EXISTS {db}")
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assert rowsAffected == 0
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try:
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# change database.
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conn = taosws.connect(user="root",
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rowsAffected = conn.execute(f"USE {db}")
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password="taosdata",
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assert rowsAffected == 0
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host="192.168.1.98",
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port=6041)
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# create super table
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rowsAffected = conn.execute(
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"CREATE TABLE IF NOT EXISTS `meters` (`ts` TIMESTAMP, `current` FLOAT, `voltage` INT, `phase` FLOAT) TAGS (`groupid` INT, `location` BINARY(16))"
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)
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assert rowsAffected == 0
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# create table
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rowsAffected = conn.execute("CREATE TABLE IF NOT EXISTS `d0` USING `meters` (groupid, location) TAGS(0, 'Los Angles')")
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assert rowsAffected == 0
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# create database
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except Exception as err:
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conn.execute(f"drop database if exists {db}")
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print(f"Failed to create db and table, db addrr:{host}:{port} err:{err}")
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conn.execute(f"create database {db}")
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finally:
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except Exception as err:
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if conn:
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print(err)
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conn.close()
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finally:
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if conn:
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conn.close()
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def schemaless_insert():
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conn = None
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lineDemo = [
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"meters,groupid=2,location=California.SanFrancisco current=10.3000002f64,voltage=219i32,phase=0.31f64 1626006833639"
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]
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telnetDemo = ["metric_telnet 1707095283260 4 host=host0 interface=eth0"]
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jsonDemo = [
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'{"metric": "metric_json","timestamp": 1626846400,"value": 10.3, "tags": {"groupid": 2, "location": "California.SanFrancisco", "id": "d1001"}}'
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]
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try:
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conn = taosws.connect(user="root",
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password="taosdata",
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host="192.168.1.98",
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port=6041,
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database=db)
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conn.schemaless_insert(
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lines=lineDemo,
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protocol=taosws.PySchemalessProtocol.Line,
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precision=taosws.PySchemalessPrecision.Millisecond,
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ttl=1,
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req_id=1,
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)
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conn.schemaless_insert(
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lines=telnetDemo,
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protocol=taosws.PySchemalessProtocol.Telnet,
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precision=taosws.PySchemalessPrecision.Microsecond,
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ttl=1,
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req_id=2,
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)
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conn.schemaless_insert(
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lines=jsonDemo,
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protocol=taosws.PySchemalessProtocol.Json,
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precision=taosws.PySchemalessPrecision.Millisecond,
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ttl=1,
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req_id=3,
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)
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except Exception as err:
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print(err)
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finally:
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if conn:
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conn.close()
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if __name__ == '__main__':
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prepare()
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schemaless_insert()
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@ -20,7 +20,7 @@ try:
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print(row)
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print(row)
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to query data from power.meters, err:{err}")
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finally:
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finally:
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if conn:
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if conn:
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conn.close()
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conn.close()
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@ -8,8 +8,8 @@ try:
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password="taosdata",
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password="taosdata",
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timeout=30)
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timeout=30)
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result = client.sql(f"SELECT ts, current, location FROM power.meters limit 100")
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result = client.sql(f"SELECT ts, current, location FROM power.meters limit 100", 1)
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print(result)
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print(result)
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to query data from power.meters, err:{err}")
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@ -16,7 +16,7 @@ try:
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print(row)
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print(row)
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to query data from power.meters, err:{err}")
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finally:
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finally:
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if conn:
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if conn:
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conn.close()
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conn.close()
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@ -7,19 +7,7 @@ try:
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user="root",
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user="root",
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password="taosdata")
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password="taosdata")
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sql = """
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result = conn.query("SELECT ts, current, location FROM power.meters limit 100", 1)
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INSERT INTO
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power.d1001 USING power.meters (groupid, location) TAGS(2, 'California.SanFrancisco')
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VALUES (NOW + 1a, 10.30000, 219, 0.31000)
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(NOW + 2a, 12.60000, 218, 0.33000) (NOW + 3a, 12.30000, 221, 0.31000)
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power.d1002 USING power.meters (groupid, location) TAGS(3, 'California.SanFrancisco')
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VALUES (NOW + 1a, 10.30000, 218, 0.25000)
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"""
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affectedRows = conn.execute(sql, 1)
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print(f"inserted into {affectedRows} rows to power.meters successfully.")
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result = conn.query("SELECT ts, current, location FROM power.meters limit 100", 2)
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print(result)
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# Get fields from result
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# Get fields from result
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fields = result.fields
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fields = result.fields
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for field in fields:
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for field in fields:
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@ -31,7 +19,7 @@ try:
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print(row)
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print(row)
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to execute sql with reqId, err:{err}")
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finally:
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finally:
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if conn:
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if conn:
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conn.close()
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conn.close()
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@ -12,4 +12,4 @@ try:
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print(result)
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print(result)
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to execute sql with reqId, err:{err}")
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@ -10,26 +10,13 @@ try:
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port=6041,
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port=6041,
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)
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)
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sql = """
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result = conn.query_with_req_id("SELECT ts, current, location FROM power.meters limit 100", req_id=1)
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INSERT INTO
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power.d1001 USING power.meters (groupid, location) TAGS(2, 'California.SanFrancisco')
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VALUES (NOW + 1a, 10.30000, 219, 0.31000)
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(NOW + 2a, 12.60000, 218, 0.33000) (NOW + 3a, 12.30000, 221, 0.31000)
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power.d1002 USING power.meters (groupid, location) TAGS(3, 'California.SanFrancisco')
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VALUES (NOW + 1a, 10.30000, 218, 0.25000)
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"""
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affectedRows = conn.execute_with_req_id(sql, req_id=1)
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print(f"inserted into {affectedRows} rows to power.meters successfully.")
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result = conn.query_with_req_id("SELECT ts, current, location FROM power.meters limit 100", req_id=2)
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num_of_fields = result.field_count
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print(num_of_fields)
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for row in result:
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for row in result:
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print(row)
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print(row)
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to execute sql with reqId, err:{err}")
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finally:
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finally:
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if conn:
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if conn:
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conn.close()
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conn.close()
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@ -32,7 +32,7 @@ try:
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jsonDemo, taos.SmlProtocol.JSON_PROTOCOL, taos.SmlPrecision.MILLI_SECONDS
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jsonDemo, taos.SmlProtocol.JSON_PROTOCOL, taos.SmlPrecision.MILLI_SECONDS
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)
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)
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except Exception as err:
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except Exception as err:
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print(err)
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print(f"Failed to insert data with schemaless, err:{err}")
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finally:
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finally:
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if conn:
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if conn:
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conn.close()
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conn.close()
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@ -1,81 +1,47 @@
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import taosws
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import taosws
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db = "power"
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conn = None
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def prepare():
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lineDemo = [
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conn = None
|
"meters,groupid=2,location=California.SanFrancisco current=10.3000002f64,voltage=219i32,phase=0.31f64 1626006833639"
|
||||||
|
]
|
||||||
|
|
||||||
try:
|
telnetDemo = ["metric_telnet 1707095283260 4 host=host0 interface=eth0"]
|
||||||
conn = taosws.connect(user="root",
|
|
||||||
password="taosdata",
|
|
||||||
host="taosdata",
|
|
||||||
port=6041)
|
|
||||||
|
|
||||||
|
jsonDemo = [
|
||||||
|
'{"metric": "metric_json","timestamp": 1626846400,"value": 10.3, "tags": {"groupid": 2, "location": "California.SanFrancisco", "id": "d1001"}}'
|
||||||
|
]
|
||||||
|
|
||||||
# create database
|
try:
|
||||||
conn.execute(f"drop database if exists {db}")
|
conn = taosws.connect(user="root",
|
||||||
conn.execute(f"create database {db}")
|
password="taosdata",
|
||||||
except Exception as err:
|
host="localhost",
|
||||||
print(err)
|
port=6041)
|
||||||
raise err
|
|
||||||
finally:
|
|
||||||
if conn:
|
|
||||||
conn.close()
|
|
||||||
|
|
||||||
def schemaless_insert():
|
conn.execute("CREATE DATABASE IF NOT EXISTS power")
|
||||||
conn = None
|
conn = conn.execute("USE power")
|
||||||
|
|
||||||
lineDemo = [
|
conn.schemaless_insert(
|
||||||
"meters,groupid=2,location=California.SanFrancisco current=10.3000002f64,voltage=219i32,phase=0.31f64 1626006833639"
|
lines=lineDemo,
|
||||||
]
|
protocol=taosws.PySchemalessProtocol.Line,
|
||||||
|
precision=taosws.PySchemalessPrecision.Millisecond
|
||||||
|
)
|
||||||
|
|
||||||
telnetDemo = ["metric_telnet 1707095283260 4 host=host0 interface=eth0"]
|
conn.schemaless_insert(
|
||||||
|
lines=telnetDemo,
|
||||||
|
protocol=taosws.PySchemalessProtocol.Telnet,
|
||||||
|
precision=taosws.PySchemalessPrecision.Microsecond
|
||||||
|
)
|
||||||
|
|
||||||
jsonDemo = [
|
conn.schemaless_insert(
|
||||||
'{"metric": "metric_json","timestamp": 1626846400,"value": 10.3, "tags": {"groupid": 2, "location": "California.SanFrancisco", "id": "d1001"}}'
|
lines=jsonDemo,
|
||||||
]
|
protocol=taosws.PySchemalessProtocol.Json,
|
||||||
|
precision=taosws.PySchemalessPrecision.Millisecond
|
||||||
|
)
|
||||||
|
except Exception as err:
|
||||||
|
print(f"Failed to insert data with schemaless, err:{err}")
|
||||||
|
|
||||||
|
finally:
|
||||||
|
if conn:
|
||||||
|
conn.close()
|
||||||
|
|
||||||
try:
|
|
||||||
|
|
||||||
conn = taosws.connect(user="root",
|
|
||||||
password="taosdata",
|
|
||||||
host="192.168.1.98",
|
|
||||||
port=6041,
|
|
||||||
database=db)
|
|
||||||
|
|
||||||
conn.schemaless_insert(
|
|
||||||
lines=lineDemo,
|
|
||||||
protocol=taosws.PySchemalessProtocol.Line,
|
|
||||||
precision=taosws.PySchemalessPrecision.Millisecond,
|
|
||||||
ttl=1,
|
|
||||||
req_id=1,
|
|
||||||
)
|
|
||||||
|
|
||||||
conn.schemaless_insert(
|
|
||||||
lines=telnetDemo,
|
|
||||||
protocol=taosws.PySchemalessProtocol.Telnet,
|
|
||||||
precision=taosws.PySchemalessPrecision.Microsecond,
|
|
||||||
ttl=1,
|
|
||||||
req_id=2,
|
|
||||||
)
|
|
||||||
|
|
||||||
conn.schemaless_insert(
|
|
||||||
lines=jsonDemo,
|
|
||||||
protocol=taosws.PySchemalessProtocol.Json,
|
|
||||||
precision=taosws.PySchemalessPrecision.Millisecond,
|
|
||||||
ttl=1,
|
|
||||||
req_id=3,
|
|
||||||
)
|
|
||||||
except Exception as err:
|
|
||||||
print(err)
|
|
||||||
raise err
|
|
||||||
finally:
|
|
||||||
if conn:
|
|
||||||
conn.close()
|
|
||||||
|
|
||||||
if __name__ == '__main__':
|
|
||||||
try:
|
|
||||||
prepare()
|
|
||||||
schemaless_insert()
|
|
||||||
except Exception as err:
|
|
||||||
print(err)
|
|
|
@ -42,7 +42,7 @@ try:
|
||||||
for j in range (numOfRow):
|
for j in range (numOfRow):
|
||||||
timestamps.append(current + i)
|
timestamps.append(current + i)
|
||||||
currents.append(random.random() * 30)
|
currents.append(random.random() * 30)
|
||||||
voltages.append(random.randint(100, 300))
|
voltages.append(random.random(100, 300))
|
||||||
phases.append(random.random())
|
phases.append(random.random())
|
||||||
|
|
||||||
params = taos.new_bind_params(4)
|
params = taos.new_bind_params(4)
|
||||||
|
@ -52,10 +52,11 @@ try:
|
||||||
params[3].float(phases)
|
params[3].float(phases)
|
||||||
stmt.bind_param_batch(params)
|
stmt.bind_param_batch(params)
|
||||||
stmt.execute()
|
stmt.execute()
|
||||||
print(f"table {tbname} insert ok.")
|
affected = stmt.affected_rows()
|
||||||
|
print(f"table {tbname} insert {affected} rows.")
|
||||||
|
|
||||||
except Exception as err:
|
except Exception as err:
|
||||||
print(err)
|
print(f"Failed to insert to table meters using stmt, error: {err}")
|
||||||
finally:
|
finally:
|
||||||
if stmt:
|
if stmt:
|
||||||
stmt.close()
|
stmt.close()
|
||||||
|
|
|
@ -38,10 +38,10 @@ try:
|
||||||
currents = []
|
currents = []
|
||||||
voltages = []
|
voltages = []
|
||||||
phases = []
|
phases = []
|
||||||
for j in range(numOfRow):
|
for j in range (numOfRow):
|
||||||
timestamps.append(current + i)
|
timestamps.append(current + i)
|
||||||
currents.append(random.random() * 30)
|
currents.append(random.random() * 30)
|
||||||
voltages.append(random.randint(100, 300))
|
voltages.append(random.random(100, 300))
|
||||||
phases.append(random.random())
|
phases.append(random.random())
|
||||||
|
|
||||||
stmt.bind_param(
|
stmt.bind_param(
|
||||||
|
@ -55,12 +55,12 @@ try:
|
||||||
|
|
||||||
stmt.add_batch()
|
stmt.add_batch()
|
||||||
rows = stmt.execute()
|
rows = stmt.execute()
|
||||||
print(f"table {tbname} insert ok.")
|
print(f"insert {rows} rows.")
|
||||||
|
|
||||||
except Exception as err:
|
except Exception as err:
|
||||||
print(err)
|
print(f"Failed to insert to table meters using stmt, error: {err}")
|
||||||
finally:
|
finally:
|
||||||
if stmt:
|
if stmt:
|
||||||
stmt.close()
|
stmt.close()
|
||||||
if conn:
|
if conn:
|
||||||
conn.close()
|
conn.close()
|
||||||
|
|
|
@ -1,6 +1,5 @@
|
||||||
import taos
|
import taos
|
||||||
|
|
||||||
|
|
||||||
def prepareMeta():
|
def prepareMeta():
|
||||||
conn = None
|
conn = None
|
||||||
try:
|
try:
|
||||||
|
@ -46,12 +45,9 @@ def prepareMeta():
|
||||||
if conn:
|
if conn:
|
||||||
conn.close()
|
conn.close()
|
||||||
|
|
||||||
# ANCHOR: create_consumer
|
# ANCHOR: create_consumer
|
||||||
|
|
||||||
|
|
||||||
from taos.tmq import Consumer
|
from taos.tmq import Consumer
|
||||||
|
|
||||||
|
|
||||||
def create_consumer():
|
def create_consumer():
|
||||||
try:
|
try:
|
||||||
consumer = Consumer(
|
consumer = Consumer(
|
||||||
|
|
Loading…
Reference in New Issue