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Statistical Testing of RAndom Probing Security -// Copyright (C) 2021 UCLouvain +// Copyright (C) 2021 - 2024 UCLouvain, Gaƫtan Cassiers // // This program is free software: you can redistribute it and/or modify // it under the terms of the GNU Affero General Public License as published by @@ -14,7 +14,7 @@ // You should have received a copy of the GNU Affero General Public License // along with this program. If not, see . -use numpy::{PyArray2, PyArray3, ToPyArray}; +use numpy::{PyArray2, PyArray3, PyArrayMethods, ToPyArray}; use pyo3::prelude::*; use std::convert::TryInto; @@ -52,7 +52,7 @@ py_type_wrapper!( ); #[pymodule] -fn _straps_ext(_py: Python, m: &PyModule) -> PyResult<()> { +fn _straps_ext(_py: Python, m: &Bound<'_, PyModule>) -> PyResult<()> { m.add_class::()?; m.add_class::()?; m.add_class::()?; @@ -211,7 +211,7 @@ impl PyCntSim { #[pymethods] impl PyCntSimSt { #[new] - fn new(counts: &PyArray3, exhaustive: &PyArray2) -> Self { + fn new(counts: &Bound<'_, PyArray3>, exhaustive: &Bound<'_, PyArray2>) -> Self { pd::CntSimSt { cnt: counts.to_owned_array(), exhaustive: exhaustive.to_owned_array(), @@ -227,14 +227,14 @@ impl PyCntSimSt { fn lb<'p>(&self, py: Python<'p>, err: f64, cum_tr: bool) -> PyGPdt { py.allow_threads(|| self.inner.lb(err, cum_tr).into()) } - fn to_array<'p>(&self, py: Python<'p>) -> &'p PyArray3 { - PyArray3::from_array(py, &self.inner.cnt) + fn to_array<'p>(&self, py: Python<'p>) -> Bound<'p, PyArray3> { + PyArray3::from_array_bound(py, &self.inner.cnt) } - fn exhaustive<'p>(&self, py: Python<'p>) -> &'p PyArray2 { - PyArray2::from_array(py, &self.inner.exhaustive) + fn exhaustive<'p>(&self, py: Python<'p>) -> Bound<'p, PyArray2> { + PyArray2::from_array_bound(py, &self.inner.exhaustive) } - fn n_samples<'p>(&self, py: Python<'p>) -> &'p PyArray2 { - PyArray2::from_array(py, &self.inner.cnt.sum_axis(pd::INPUT_AXIS)) + fn n_samples<'p>(&self, py: Python<'p>) -> Bound<'p, PyArray2> { + PyArray2::from_array_bound(py, &self.inner.cnt.sum_axis(pd::INPUT_AXIS)) } } @@ -303,8 +303,8 @@ impl PyProbeDistribution { #[pymethods] impl PyPDT { - fn to_array<'p>(&self, py: Python<'p>) -> &'p PyArray2 { - self.inner.to_pyarray(py) + fn to_array<'p>(&self, py: Python<'p>) -> Bound<'p, PyArray2> { + self.inner.to_pyarray_bound(py) } } @@ -313,8 +313,8 @@ impl PyGPdt { fn instantiate<'p>(&self, py: Python<'p>, p: f64) -> PyPDT { py.allow_threads(|| self.inner.instantiate(p)).into() } - fn to_array<'p>(&self, py: Python<'p>) -> &'p PyArray3 { - self.inner.as_ratios().to_pyarray(py) + fn to_array<'p>(&self, py: Python<'p>) -> Bound<'p, PyArray3> { + self.inner.as_ratios().to_pyarray_bound(py) } }