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There is an inconsistency between text.parse_float and column.parse Value_Type.Float. The former handles exponential notation by default, whereas the latter does not.
from Standard.Base import all
from Standard.Table import all
main =
float_text = "6.861455777981732e-05"
col = Column.from_vector "col" [float_text]
parsed_1 = col.parse Value_Type.Float . first
parsed_2 = col.map (x-> x.parse_float) . first
IO.println <| "parsed_1 = " + parsed_1.to_text
IO.println <| "parsed_2 = " + parsed_2.to_text
parsed_1 == parsed_2
Outputs:
parsed_1 = Nothing
parsed_2 = 6.861455777981732E-5
false
According to @radeusgd, the Data_Formatter.allow_exponential_notation:Boolean should be set to True by default.
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