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DataFrame

Struct DataFrame 

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pub struct DataFrame {
    pub columns: Vec<(String, Column)>,
}
Expand description

A columnar DataFrame.

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§columns: Vec<(String, Column)>

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impl DataFrame

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pub fn new() -> Self

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pub fn from_columns(columns: Vec<(String, Column)>) -> Result<Self, DataError>

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pub fn nrows(&self) -> usize

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pub fn ncols(&self) -> usize

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pub fn column_names(&self) -> Vec<&str>

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pub fn get_column(&self, name: &str) -> Option<&Column>

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pub fn to_tensor_data( &self, col_names: &[&str], ) -> Result<(Vec<f64>, Vec<usize>), DataError>

Convert selected columns to a flat Vec (for tensor bridge).

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impl DataFrame

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pub fn to_tensor(&self, col_names: &[&str]) -> Result<Tensor, DataError>

Convert selected numeric columns to a cjc_runtime::Tensor with shape [nrows, len(col_names)] (row-major).

All selected columns must be Float or Int; Str and Bool columns will return DataError::InvalidOperation.

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pub fn push_row(&mut self, values: &[&str]) -> Result<(), DataError>

Append a single row of string values (parsed to the column type).

values must match self.ncols() in length. Each string is parsed according to the existing column type:

  • Float: parsed as f64, falls back to 0.0 on parse error
  • Int: parsed as i64, falls back to 0 on parse error
  • Str: stored as-is
  • Bool: "true" / "1" → true, anything else → false
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impl DataFrame

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pub fn tidy(self) -> TidyView

Wrap this DataFrame as a TidyView for Phase 10 tidy operations.

Consumes self (zero-copy – moves into an Rc).

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pub fn tidy_mut(self) -> TidyFrame

Wrap this DataFrame as a TidyFrame for mutable tidy operations.

Trait Implementations§

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impl Clone for DataFrame

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fn clone(&self) -> DataFrame

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for DataFrame

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for DataFrame

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl Display for DataFrame

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T> ToString for T
where T: Display + ?Sized,

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fn to_string(&self) -> String

Converts the given value to a String. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.