Created
October 25, 2023 12:50
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write to Onelake using Python
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%%time | |
!pip install -q duckdb | |
!pip install -q deltalake | |
import duckdb | |
from deltalake.writer import write_deltalake | |
from trident_token_library_wrapper import PyTridentTokenLibrary | |
aadToken = PyTridentTokenLibrary.get_access_token("storage") | |
sf =1 | |
for x in range(0, sf) : | |
con=duckdb.connect() | |
con.sql('PRAGMA disable_progress_bar;SET preserve_insertion_order=false') | |
con.sql(f"CALL dbgen(sf={sf} , children ={sf}, step = {x})") | |
for tbl in ['nation','region','customer','supplier','lineitem','orders','partsupp','part'] : | |
df=con.sql(f"SELECT * FROM {tbl}").arrow() | |
write_deltalake(f"abfss://[email protected]/yyyyyy.Lakehouse/Tables/{tbl}",\ | |
df,mode='overwrite',overwrite_schema=True,storage_options={"bearer_token": aadToken, "use_fabric_endpoint": "true"}) | |
con.close() |
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