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Snowpark PoV.pptx

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Snowpark PoV.pptx

  1. 1. SnowPark –PoV • Use Case • Implementing the Module • Python Libraries used • Fuzzywuzzy -> Module fuzz • Fuzzyset • Similarity -> Module Cosine • Check if all libraries present in Snowflake • Query - select * from information_schema.packages where language = 'python’ and (UPPER(package_name) like '%FUZZ%’ OR UPPER(package_name) like '%SIMILARITY%’); • Output: • Conclusion: Not all libraries used in the Use Case are present.
  2. 2. Procedure using Python Language Code: CREATE OR REPLACE PROCEDURE Data_Fuzzy() RETURNS STRING LANGUAGE PYTHON RUNTIME_VERSION = '3.8' PACKAGES = ('snowflake-snowpark-python') HANDLER = 'run' AS $$ def run(session): #session.add_packages("fuzzywuzzy") from fuzzywuzzy import fuzz score2 = fuzzywuzzy.fuzz.token_set_ratio('s1', 's2')/100 return session.sql('select current_warehouse(), current_database(), current_schema()').collect() $$; Output: Python Interpreter Error: Traceback (most recent call last): File "_udf_code.py", line 4, in run ModuleNotFoundError: No module named 'fuzzywuzzy' in function DATA_FUZZY with handler run Even if we replace “from fuzzywuzzy import fuzz” with “session.add_packages("fuzzywuz zy")”, We get the same error. Conclusion: Even if Packages are available in the list, not able to import or use them.

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