0a693bf0b04e5c200635f3ae14ecce04f8095a66,pynndescent/rp_trees.py,,make_forest,#Any#Any#Any#Any#Any#Any#,846

Before Change

        // ]
        // result = [make_tree(data, rng_state, leaf_size, angular) for i in range(n_trees)]
        if scipy.sparse.isspmatrix_csr(data):
            result = [
                make_sparse_tree(
                    data.indices, data.indptr, data.data, rng_state, leaf_size, angular
                )
                for i in range(n_trees)
            ]
        else:
            // result = dense_forest_parallel(data, n_trees, leaf_size, rng_state,
            //                                angular)
            // result = [make_dense_tree(data, rng_state, leaf_size, angular) for i in range(

After Change

            //     )
            //     for i in range(n_trees)
            // ]
            result = joblib.Parallel(n_jobs=-1, prefer="threads")(
                joblib.delayed(make_sparse_tree)(data.indices,
                                                 data.indptr,
                                                 data.data,
                                                 rng_state,
                                                 leaf_size,
                                                 angular)
                for i in range(n_trees)
            )
        else:
            // result = dense_forest_parallel(data, n_trees, leaf_size, rng_state,
            //                                angular)
            // result = [make_dense_tree(data, rng_state, leaf_size, angular) for i in range(

Instances