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-polars = { version = "*" , features=["dtype-struct","dtype-u8",]} -pyo3 = { version = "*", features = ["extension-module"] } -pyo3-polars = { version = "*", features = ["derive"] } +polars = { version = "0.35.4" , features=["dtype-struct","dtype-u8",]} +pyo3 = { version = "0.20.0", features = ["extension-module"] } +pyo3-polars = { version = "0.9.0", features = ["derive"] } serde = { version = "*", features = ["derive"] } s2 = "0.0.12" nalgebra = "0.31.0" diff --git a/polars_coord_transforms/__init__.py b/polars_coord_transforms/__init__.py index 6e0391d..ef28cc5 100644 --- a/polars_coord_transforms/__init__.py +++ b/polars_coord_transforms/__init__.py @@ -127,6 +127,14 @@ def quat_to_euler_angles(self) -> pl.Expr: args=self._expr, is_elementwise=True ) + + def get_rotation_matrix(self, offset: pl.Expr) -> pl.Expr: + return register_plugin_function( + plugin_path=Path(__file__).parent, + function_name="get_rotation_matrix", + args=[self._expr, offset], + is_elementwise=True + ) @pl.api.register_expr_namespace("distance") class DistanceNameSpace: diff --git a/pyproject.toml b/pyproject.toml index 61b274f..6393de7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -13,7 +13,7 @@ classifiers = [ "Programming Language :: Python :: Implementation :: CPython", "Programming Language :: Python :: Implementation :: PyPy", ] -version = "0.10.0" +version = "0.11.0" authors = [ {name="Georgy Popov"} ] diff --git a/src/coord_transforms.rs b/src/coord_transforms.rs index 77c7f79..d00930e 100644 --- a/src/coord_transforms.rs +++ b/src/coord_transforms.rs @@ -1,15 +1,31 @@ extern crate nalgebra as na; use map_3d::{deg2rad, ecef2geodetic, geodetic2ecef, rad2deg, Ellipsoid}; -use na::{Quaternion, Rotation3, UnitQuaternion, Vector3, Vector4}; +use na::{Quaternion, Rotation3, UnitQuaternion, Vector3, Vector4, Matrix4x3, Matrix3x4, Matrix1x4, Matrix4x1}; +use nalgebra::Const; use utm::{lat_lon_to_zone_number, to_utm_wgs84_no_zone}; -fn rotation_from_quat(rotation: Vec) -> na::Rotation { +pub fn rotation_from_quat(q: Vec) -> na::Rotation { let quat = - UnitQuaternion::from_quaternion(Quaternion::from_vector(Vector4::from_vec(rotation))); + UnitQuaternion::from_quaternion(Quaternion::from_vector(Vector4::from_vec(q))); Rotation3::from(quat) } +pub fn get_rotation_matrix_elementwise(q: &Vec, t: &Vec) -> Vec { + + let rotation3 = rotation_from_quat(q.to_vec()).into_inner(); + let mut rotation4 = Matrix4x3::identity() * (rotation3 * Matrix3x4::identity()) ; + let mut t_new = t.to_owned().clone(); + t_new.push(1.); + + rotation4.set_row(3, &Matrix1x4::from_vec(t_new.to_vec())); + + let rotation4_as_vector = rotation4.reshape_generic(Const::<16>, Const::<1>).data.0.into_iter().flatten().collect::>(); + rotation4_as_vector +} + + + pub fn map_to_ecef_elementwise( map_coords: Vec, rotation: Vec, diff --git a/src/expressions.rs b/src/expressions.rs index 5f9a0d6..20fe3b4 100644 --- a/src/expressions.rs +++ b/src/expressions.rs @@ -609,6 +609,56 @@ fn quat_to_euler_angles(inputs: &[Series]) -> PolarsResult { Ok(out_chunked.into_series()) } + +fn rotation_matrix_output(_: &[Field]) -> PolarsResult { + let field = Field::new("rotation_matrix", DataType::List(Box::new(DataType::Float64))); + Ok(field) +} + +#[polars_expr(output_type_func=rotation_matrix_output)] +fn get_rotation_matrix(inputs: &[Series]) -> PolarsResult { + + + let rotation_ca = inputs[0].struct_()?; + let offset_ca = inputs[1].struct_()?; + + let (rotation_x, rotation_y, rotation_z) = unpack_xyz(rotation_ca, false); + let rotation_w = rotation_ca + .field_by_name("w") + .expect("Unable to find `w` field for rotation!"); + + let (offset_x, offset_y, offset_z) = unpack_xyz(offset_ca, false); + + let mut list_builder: ListPrimitiveChunkedBuilder = ListPrimitiveChunkedBuilder::new("rotation_matrix", rotation_ca.len(), 16, DataType::Float64); + + for ( + rotation_x_val, + rotation_y_val, + rotation_z_val, + rotation_w_val, + offset_x_val, + offset_y_val, + offset_z_val, + ) in izip!( + rotation_x.f64().unwrap(), + rotation_y.f64().unwrap(), + rotation_z.f64().unwrap(), + rotation_w.f64().unwrap(), + offset_x.f64().unwrap(), + offset_y.f64().unwrap(), + offset_z.f64().unwrap() + ) { + let rotation_vec = vec![rotation_x_val.unwrap(), rotation_y_val.unwrap(), rotation_z_val.unwrap(), rotation_w_val.unwrap()]; + let offset_vec = vec![offset_x_val.unwrap(), offset_y_val.unwrap(), offset_z_val.unwrap()]; + + let rotation_matrix = get_rotation_matrix_elementwise(&rotation_vec, &offset_vec); + list_builder.append_slice(&rotation_matrix[..]); + } + + let out = list_builder.finish(); + Ok(out.into_series()) + +} //distance #[polars_expr(output_type=Float64)] fn euclidean_2d(inputs: &[Series]) -> PolarsResult {