What are schema errors and how do they impact data processing?
An example of an AI chatbot conversation about the impact of schema errors on data processing.
What are schema errors and how do they impact data processing?
Schema errors occur when the structure of data does not match the expected format, leading to processing issues.
Can you give me an example of a schema error?
Sure! An example would be if a database expects a date in 'YYYY-MM-DD' format but receives 'DD-MM-YYYY' instead.
What are the consequences of these errors?
Consequences can include data loss, incorrect data analysis, and application crashes, affecting overall system reliability.
How can we prevent schema errors?
Preventing schema errors involves validating data formats, using strict data types, and implementing error handling mechanisms.
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