homework-jianmu/docs/examples/python/conn_native_pandas.py

20 lines
685 B
Python

import pandas
from sqlalchemy import create_engine
engine = create_engine("taos://root:taosdata@localhost:6030/power")
df = pandas.read_sql("SELECT * FROM meters", engine)
# print index
print(df.index)
# print data type of element in ts column
print(type(df.ts[0]))
print(df.head(3))
# output:
# RangeIndex(start=0, stop=8, step=1)
# <class 'pandas._libs.tslibs.timestamps.Timestamp'>
# ts current ... location groupid
# 0 2018-10-03 14:38:05.500 11.8 ... california.losangeles 2
# 1 2018-10-03 14:38:16.600 13.4 ... california.losangeles 2
# 2 2018-10-03 14:38:05.000 10.8 ... california.losangeles 3