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Little engine for Python
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import logging | |
import pandas as pd | |
class Engine(object): | |
def __init__(self, engine): | |
self.__engine = engine | |
def read(self, table, index_col): | |
logging.info('SELECT * FROM {0}'.format(table)) | |
return pd.read_sql(sql='SELECT * FROM {0}'.format(table), con=self.__engine, index_col=index_col) | |
def write(self, frame, table, if_exists="replace"): | |
logging.debug("Write to table {0}".format(table)) | |
assert pd.notnull(frame.index.name), "Make sure the index of your frame has a name!" | |
frame.to_sql(name=table, con=self.__engine, if_exists=if_exists, index=True, index_label=frame.index.name) | |
@property | |
def tables(self): | |
return self.__engine.table_names() | |
if __name__ == '__main__': | |
from sqlalchemy import create_engine | |
engine = Engine(create_engine('sqlite:///:memory:', echo=False)) | |
frame = pd.DataFrame(index=[0, 3, 5], columns=["A", "B"], data=[[2, 3], [10, 11], [5, 6]]) | |
frame.index.name="index" | |
engine.write(frame, "table_a") | |
print(frame) | |
print(engine.read("table_a", index_col="index")) |
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