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Is your feature request related to a problem or challenge? Please describe what you are trying to do.
A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
(This section helps Arrow developers understand the context and why for this feature, in addition to the what) @matthewmturner is working on adding datafusion to the h2oai database benchmarks. Some of the csv data uses scientific notation which the current schema inference does not support. apache/datafusion#1488
Describe the solution you'd like
A clear and concise description of what you want to happen.
Extend floating point schema inference to recognize numbers in valid scientific notation. This only requires updating the DECIMAL_RE regex that is used during schema inference as lexical_core already supports parsing numbers in this form.
Describe alternatives you've considered
A clear and concise description of any alternative solutions or features you've considered.
Implementing alternative csv schema inference in datafusion.
The text was updated successfully, but these errors were encountered:
alamb
changed the title
Extend schema inference to allow scientific notation for floating point types
Extend CSV schema inference to allow scientific notation for floating point types
Feb 3, 2022
Is your feature request related to a problem or challenge? Please describe what you are trying to do.
A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
(This section helps Arrow developers understand the context and why for this feature, in addition to the what)
@matthewmturner is working on adding datafusion to the h2oai database benchmarks. Some of the csv data uses scientific notation which the current schema inference does not support. apache/datafusion#1488
Describe the solution you'd like
A clear and concise description of what you want to happen.
Extend floating point schema inference to recognize numbers in valid scientific notation. This only requires updating the DECIMAL_RE regex that is used during schema inference as lexical_core already supports parsing numbers in this form.
Describe alternatives you've considered
A clear and concise description of any alternative solutions or features you've considered.
Implementing alternative csv schema inference in datafusion.
The text was updated successfully, but these errors were encountered: