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Implementing support for categorical and enum types
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2dab65f852
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@ -18,6 +18,7 @@ use polars::prelude::{
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};
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use nu_protocol::{Record, ShellError, Span, Value};
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use polars_arrow::array::Utf8ViewArray;
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use polars_arrow::Either;
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use crate::dataframe::values::NuSchema;
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@ -1266,6 +1267,40 @@ fn any_value_to_value(any_value: &AnyValue, span: Span) -> Result<Value, ShellEr
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AnyValue::StringOwned(s) => Ok(Value::string(s.to_string(), span)),
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AnyValue::Binary(bytes) => Ok(Value::binary(*bytes, span)),
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AnyValue::BinaryOwned(bytes) => Ok(Value::binary(bytes.to_owned(), span)),
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AnyValue::Categorical(_, rev_mapping, utf8_array_pointer)
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| AnyValue::Enum(_, rev_mapping, utf8_array_pointer) => {
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let value = if utf8_array_pointer.is_null() {
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utf8_view_array_to_value(rev_mapping.get_categories())
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} else {
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// This is no good way around having an unsafe block here
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// as polars is using a raw pointer to the utf8 array
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unsafe {
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utf8_array_pointer
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.get()
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.as_ref()
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.map(utf8_view_array_to_value)
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.unwrap_or_else(|| Value::nothing(span))
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}
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};
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Ok(value)
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}
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AnyValue::CategoricalOwned(_, rev_mapping, utf8_array_pointer)
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| AnyValue::EnumOwned(_, rev_mapping, utf8_array_pointer) => {
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let value = if utf8_array_pointer.is_null() {
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utf8_view_array_to_value(rev_mapping.get_categories())
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} else {
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// This is no good way around having an unsafe block here
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// as polars is using a raw pointer to the utf8 array
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unsafe {
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utf8_array_pointer
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.get()
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.as_ref()
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.map(utf8_view_array_to_value)
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.unwrap_or_else(|| Value::nothing(span))
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}
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};
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Ok(value)
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}
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e => Err(ShellError::GenericError {
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error: "Error creating Value".into(),
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msg: "".to_string(),
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@ -1355,6 +1390,18 @@ where
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}
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}
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fn utf8_view_array_to_value(array: &Utf8ViewArray) -> Value {
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let list: Vec<Value> = array
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.iter()
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.map(|x| match x {
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Some(s) => Value::string(s.to_string(), Span::unknown()),
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None => Value::nothing(Span::unknown()),
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})
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.collect();
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Value::list(list, Span::unknown())
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}
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#[cfg(test)]
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mod tests {
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use indexmap::indexmap;
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