pub struct NumProfiler {}Implementations§
Source§impl NumProfiler
impl NumProfiler
pub fn new() -> NumProfiler
Sourcepub fn compute_quantiles<F>(
&self,
array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>,
) -> Result<(Option<ArrayBase<OwnedRepr<NoisyFloat<f64, NumChecker>>, Dim<[usize; 2]>>>, bool), DataProfileError>
pub fn compute_quantiles<F>( &self, array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>, ) -> Result<(Option<ArrayBase<OwnedRepr<NoisyFloat<f64, NumChecker>>, Dim<[usize; 2]>>>, bool), DataProfileError>
Sourcepub fn compute_mean<F>(
&self,
array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>,
) -> Result<ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, DataProfileError>
pub fn compute_mean<F>( &self, array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>, ) -> Result<ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, DataProfileError>
Sourcepub fn compute_stddev<F>(
&self,
array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>,
) -> Result<ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, DataProfileError>
pub fn compute_stddev<F>( &self, array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>, ) -> Result<ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, DataProfileError>
Sourcepub fn compute_min<F>(
&self,
array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>,
) -> Result<ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, DataProfileError>
pub fn compute_min<F>( &self, array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>, ) -> Result<ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, DataProfileError>
Sourcepub fn compute_max<F>(
&self,
array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>,
) -> Result<ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, DataProfileError>
pub fn compute_max<F>( &self, array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>, ) -> Result<ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, DataProfileError>
Sourcepub fn compute_distinct<F>(
&self,
array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>,
) -> Result<Vec<Distinct>, DataProfileError>
pub fn compute_distinct<F>( &self, array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>, ) -> Result<Vec<Distinct>, DataProfileError>
Sourcepub fn compute_bins<F>(
&self,
array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 1]>>,
bin_size: &usize,
) -> Result<Vec<f64>, DataProfileError>
pub fn compute_bins<F>( &self, array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 1]>>, bin_size: &usize, ) -> Result<Vec<f64>, DataProfileError>
pub fn compute_bin_counts<F>( &self, array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 1]>>, bins: &[f64], ) -> Result<Vec<i32>, DataProfileError>
pub fn compute_histogram<F>( &self, array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>, features: &[String], bin_size: &usize, has_unsupported_types: bool, ) -> Result<HashMap<String, Histogram>, DataProfileError>
Sourcepub fn compute_stats<F>(
&self,
features: &[String],
array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>,
bin_size: &usize,
) -> Result<Vec<FeatureProfile>, DataProfileError>
pub fn compute_stats<F>( &self, features: &[String], array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>, bin_size: &usize, ) -> Result<Vec<FeatureProfile>, DataProfileError>
pub fn process_num_array<F>( &mut self, compute_correlations: bool, numeric_array: &ArrayBase<ViewRepr<&F>, Dim<[usize; 2]>>, numeric_features: Vec<String>, bin_size: usize, ) -> Result<DataProfile, DataProfileError>
Trait Implementations§
Source§impl Default for NumProfiler
impl Default for NumProfiler
Source§fn default() -> NumProfiler
fn default() -> NumProfiler
Returns the “default value” for a type. Read more
Auto Trait Implementations§
impl Freeze for NumProfiler
impl RefUnwindSafe for NumProfiler
impl Send for NumProfiler
impl Sync for NumProfiler
impl Unpin for NumProfiler
impl UnwindSafe for NumProfiler
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