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September 12, 2022 21:48
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repeated struct example with python-bigquery-sqlalchemy
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import sqlalchemy | |
import sqlalchemy.ext.declarative | |
import sqlalchemy_bigquery | |
import os | |
Base = sqlalchemy.ext.declarative.declarative_base() | |
class Foo2(Base): | |
__tablename__ = 'foo2' | |
zap = sqlalchemy.Column(sqlalchemy.String, primary_key=True) | |
blah = sqlalchemy.Column( | |
sqlalchemy.ARRAY(sqlalchemy.String), | |
) | |
yarg = sqlalchemy.Column( | |
sqlalchemy_bigquery.STRUCT( | |
a=sqlalchemy.String, | |
b=sqlalchemy.String, | |
), | |
) | |
yip = sqlalchemy.Column( | |
sqlalchemy.ARRAY( | |
sqlalchemy_bigquery.STRUCT( | |
x=sqlalchemy.String, | |
y=sqlalchemy.String, | |
), | |
), | |
) | |
zoot = sqlalchemy.Column( | |
sqlalchemy.ARRAY( | |
sqlalchemy_bigquery.STRUCT( | |
i=sqlalchemy.String, | |
j=sqlalchemy.String, | |
k=sqlalchemy.ARRAY( | |
sqlalchemy.String)))) | |
bar = sqlalchemy.Column( | |
sqlalchemy.ARRAY( | |
sqlalchemy_bigquery.STRUCT( | |
a=sqlalchemy.String, | |
b=sqlalchemy.String, | |
c=sqlalchemy.ARRAY( | |
sqlalchemy_bigquery.STRUCT( | |
x=sqlalchemy.String, | |
y=sqlalchemy.String))))) | |
engine = sqlalchemy.create_engine(f'bigquery://{os.environ["BQ_PROJECT_ID"]}/{os.environ["BQ_DATASET_ID"]}') | |
Base.metadata.create_all(engine) | |
record = Foo2( | |
zap="123", | |
blah = ["hello", "hi"], | |
yarg = { | |
'a': 'value for a', | |
'b': 'value for b', | |
}, | |
yip = [ | |
{ | |
'x': '1st value for x', | |
'y': '1st value for y', | |
}, | |
{ | |
'x': '2nd value for x', | |
'y': '2nd value for y', | |
}, | |
], | |
zoot = [ | |
{ | |
'i': 'value for i', | |
'j': 'value for j', | |
'k': [ | |
'value 1 for k', | |
'value 2 for k', | |
] | |
}, | |
], | |
bar = [ | |
{ | |
'a': 'value for 1st bar.a', | |
'b': 'value for 1st bar.b', | |
'c': [ | |
{ | |
'x': 'value for 1st bar.c, 1st x', | |
'y': 'value for 1st bar.c, 1st y', | |
}, | |
], | |
}, | |
{ | |
'a': 'value for 2nd bar.a', | |
'b': 'value for 2nd bar.b', | |
'c': [ | |
{ | |
'x': 'value for 2nd bar.c, 1st x', | |
'y': 'value for 2nd bar.c, 1st y', | |
}, | |
{ | |
'x': 'value for 2nd bar.c, 2nd x', | |
'y': 'value for 2nd bar.c, 2nd y', | |
}, | |
], | |
}, | |
], | |
) | |
with sqlalchemy.orm.Session(engine) as session: | |
session.add(record) | |
session.commit() |
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