#![cfg(feature = "serde-serialize")] //! Serialization tests #[cfg(any(not(feature = "proptest-support"), not(feature = "compare")))] compile_error!("Tests must be run with features `proptest-support` and `compare`"); #[macro_use] pub mod common; use nalgebra_sparse::coo::CooMatrix; use nalgebra_sparse::csc::CscMatrix; use nalgebra_sparse::csr::CsrMatrix; use nalgebra_sparse::pattern::SparsityPattern; use proptest::prelude::*; use serde::{Deserialize, Serialize}; use crate::common::{csc_strategy, csr_strategy}; fn json_roundtrip Deserialize<'a>>(csr: &T) -> T { let serialized = serde_json::to_string(csr).unwrap(); let deserialized: T = serde_json::from_str(&serialized).unwrap(); deserialized } #[test] fn pattern_roundtrip() { { // A pattern with zero explicitly stored entries let pattern = SparsityPattern::try_from_offsets_and_indices(3, 2, vec![0, 0, 0, 0], Vec::new()) .unwrap(); assert_eq!(json_roundtrip(&pattern), pattern); } { // Arbitrary pattern let offsets = vec![0, 2, 2, 5]; let indices = vec![0, 5, 1, 2, 3]; let pattern = SparsityPattern::try_from_offsets_and_indices(3, 6, offsets.clone(), indices.clone()) .unwrap(); assert_eq!(json_roundtrip(&pattern), pattern); } } #[test] #[rustfmt::skip] fn pattern_deserialize_invalid() { assert!(serde_json::from_str::(r#"{"major_dim":3,"minor_dim":6,"major_offsets":[0,2,2,5],"minor_indices":[0,5,1,2,3]}"#).is_ok()); assert!(serde_json::from_str::(r#"{"major_dim":0,"minor_dim":0,"major_offsets":[],"minor_indices":[]}"#).is_err()); assert!(serde_json::from_str::(r#"{"major_dim":3,"minor_dim":6,"major_offsets":[0, 3, 5],"minor_indices":[0, 1, 2, 3, 5]}"#).is_err()); assert!(serde_json::from_str::(r#"{"major_dim":3,"minor_dim":6,"major_offsets":[1, 2, 2, 5],"minor_indices":[0, 5, 1, 2, 3]}"#).is_err()); assert!(serde_json::from_str::(r#"{"major_dim":3,"minor_dim":6,"major_offsets":[0, 2, 2, 4],"minor_indices":[0, 5, 1, 2, 3]}"#).is_err()); assert!(serde_json::from_str::(r#"{"major_dim":3,"minor_dim":6,"major_offsets":[0, 2, 2],"minor_indices":[0, 5, 1, 2, 3]}"#).is_err()); assert!(serde_json::from_str::(r#"{"major_dim":3,"minor_dim":6,"major_offsets":[0, 3, 2, 5],"minor_indices":[0, 1, 2, 3, 4]}"#).is_err()); assert!(serde_json::from_str::(r#"{"major_dim":3,"minor_dim":6,"major_offsets":[0, 2, 2, 5],"minor_indices":[0, 2, 3, 1, 4]}"#).is_err()); assert!(serde_json::from_str::(r#"{"major_dim":3,"minor_dim":6,"major_offsets":[0, 2, 2, 5],"minor_indices":[0, 6, 1, 2, 3]}"#).is_err()); assert!(serde_json::from_str::(r#"{"major_dim":3,"minor_dim":6,"major_offsets":[0, 2, 2, 5],"minor_indices":[0, 5, 2, 2, 3]}"#).is_err()); assert!(serde_json::from_str::(r#"{"major_dim":3,"minor_dim":6,"major_offsets":[0, 10, 2, 5],"minor_indices":[0, 5, 1, 2, 3]}"#).is_err()); } #[test] fn coo_roundtrip() { { // A COO matrix without entries let matrix = CooMatrix::::try_from_triplets(3, 2, Vec::new(), Vec::new(), Vec::new()).unwrap(); assert_eq!(json_roundtrip(&matrix), matrix); } { // Arbitrary COO matrix, no duplicates let i = vec![0, 1, 0, 0, 2]; let j = vec![0, 2, 1, 3, 3]; let v = vec![2, 3, 7, 3, 1]; let matrix = CooMatrix::::try_from_triplets(3, 5, i.clone(), j.clone(), v.clone()).unwrap(); assert_eq!(json_roundtrip(&matrix), matrix); } } #[test] fn coo_deserialize_invalid() { // Valid matrix: {"nrows":3,"ncols":5,"row_indices":[0,1,0,0,2],"col_indices":[0,2,1,3,3],"values":[2,3,7,3,1]} assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":5,"row_indices":[0,1,0,0,2],"col_indices":[0,2,1,3,3],"values":[2,3,7,3,1]}"#).is_ok()); assert!(serde_json::from_str::>(r#"{"nrows":0,"ncols":0,"row_indices":[0,1,0,0,2],"col_indices":[0,2,1,3,3],"values":[2,3,7,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":-3,"ncols":5,"row_indices":[0,1,0,0,2],"col_indices":[0,2,1,3,3],"values":[2,3,7,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":5,"row_indices":[0,1,0,0,2],"col_indices":[0,2,1,3,3],"values":[2,3,7,3]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":5,"row_indices":[0,1,0,0,2],"col_indices":[0,2,1,3,3],"values":[2,3,7,3,4,5]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":5,"row_indices":[0,1,0,0,2],"col_indices":[0,2,1,8,3],"values":[2,3,7,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":5,"row_indices":[0,1,0,0],"col_indices":[0,2,1,8,3],"values":[2,3,7,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":5,"row_indices":[0,10,0,0,2],"col_indices":[0,2,1,3,3],"values":[2,3,7,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":5,"row_indices":[0,1,0,0,2],"col_indices":[0,2,1,30,3],"values":[2,3,7,3,4]}"#).is_err()); } #[test] fn coo_deserialize_duplicates() { assert_eq!( serde_json::from_str::>( r#"{"nrows":3,"ncols":5,"row_indices":[0,1,0,0,2,0,1],"col_indices":[0,2,1,3,3,0,2],"values":[2,3,7,3,1,5,6]}"# ).unwrap(), CooMatrix::::try_from_triplets( 3, 5, vec![0, 1, 0, 0, 2, 0, 1], vec![0, 2, 1, 3, 3, 0, 2], vec![2, 3, 7, 3, 1, 5, 6] ) .unwrap() ); } #[test] fn csc_roundtrip() { { // A CSC matrix with zero explicitly stored entries let offsets = vec![0, 0, 0, 0]; let indices = vec![]; let values = Vec::::new(); let matrix = CscMatrix::try_from_csc_data(2, 3, offsets, indices, values).unwrap(); assert_eq!(json_roundtrip(&matrix), matrix); } { // An arbitrary CSC matrix let offsets = vec![0, 2, 2, 5]; let indices = vec![0, 5, 1, 2, 3]; let values = vec![0, 1, 2, 3, 4]; let matrix = CscMatrix::try_from_csc_data(6, 3, offsets.clone(), indices.clone(), values.clone()) .unwrap(); assert_eq!(json_roundtrip(&matrix), matrix); } } #[test] fn csc_deserialize_invalid() { // Valid matrix: {"nrows":6,"ncols":3,"col_offsets":[0,2,2,5],"row_indices":[0,5,1,2,3],"values":[0,1,2,3,4]} assert!(serde_json::from_str::>(r#"{"nrows":6,"ncols":3,"col_offsets":[0,2,2,5],"row_indices":[0,5,1,2,3],"values":[0,1,2,3,4]}"#).is_ok()); assert!(serde_json::from_str::>(r#"{"nrows":0,"ncols":0,"col_offsets":[0,2,2,5],"row_indices":[0,5,1,2,3],"values":[0,1,2,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":-6,"ncols":3,"col_offsets":[0,2,2,5],"row_indices":[0,5,1,2,3],"values":[0,1,2,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":6,"ncols":3,"col_offsets":[0,2,2,5],"row_indices":[0,5,1,2,3],"values":[0,1,2,3]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":6,"ncols":3,"col_offsets":[0,2,2,5],"row_indices":[0,5,1,2,3],"values":[0,1,2,3,4,5]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":6,"ncols":3,"col_offsets":[0,2,2,5],"row_indices":[0,5,1,8,3],"values":[0,1,2,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":6,"ncols":3,"col_offsets":[0,2,2,5],"row_indices":[0,5,1,2,3,1,1],"values":[0,1,2,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":6,"ncols":3,"col_offsets":[0,10,2,5],"row_indices":[0,5,1,2,3],"values":[0,1,2,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":6,"row_offsets":[0,2,2,5],"col_indices":[0,5,1,2,3],"values":[0,1,2,3,4]}"#).is_err()); } #[test] fn csr_roundtrip() { { // A CSR matrix with zero explicitly stored entries let offsets = vec![0, 0, 0, 0]; let indices = vec![]; let values = Vec::::new(); let matrix = CsrMatrix::try_from_csr_data(3, 2, offsets, indices, values).unwrap(); assert_eq!(json_roundtrip(&matrix), matrix); } { // An arbitrary CSR matrix let offsets = vec![0, 2, 2, 5]; let indices = vec![0, 5, 1, 2, 3]; let values = vec![0, 1, 2, 3, 4]; let matrix = CsrMatrix::try_from_csr_data(3, 6, offsets.clone(), indices.clone(), values.clone()) .unwrap(); assert_eq!(json_roundtrip(&matrix), matrix); } } #[test] fn csr_deserialize_invalid() { // Valid matrix: {"nrows":3,"ncols":6,"row_offsets":[0,2,2,5],"col_indices":[0,5,1,2,3],"values":[0,1,2,3,4]} assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":6,"row_offsets":[0,2,2,5],"col_indices":[0,5,1,2,3],"values":[0,1,2,3,4]}"#).is_ok()); assert!(serde_json::from_str::>(r#"{"nrows":0,"ncols":0,"row_offsets":[0,2,2,5],"col_indices":[0,5,1,2,3],"values":[0,1,2,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":-3,"ncols":6,"row_offsets":[0,2,2,5],"col_indices":[0,5,1,2,3],"values":[0,1,2,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":6,"row_offsets":[0,2,2,5],"col_indices":[0,5,1,2,3],"values":[0,1,2,3]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":6,"row_offsets":[0,2,2,5],"col_indices":[0,5,1,2,3],"values":[0,1,2,3,4,5]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":6,"row_offsets":[0,2,2,5],"col_indices":[0,5,1,8,3],"values":[0,1,2,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":6,"row_offsets":[0,2,2,5],"col_indices":[0,5,1,2,3,1,1],"values":[0,1,2,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":3,"ncols":6,"row_offsets":[0,10,2,5],"col_indices":[0,5,1,2,3],"values":[0,1,2,3,4]}"#).is_err()); assert!(serde_json::from_str::>(r#"{"nrows":6,"ncols":3,"col_offsets":[0,2,2,5],"row_indices":[0,5,1,2,3],"values":[0,1,2,3,4]}"#).is_err()); } proptest! { #[test] fn csc_roundtrip_proptest(csc in csc_strategy()) { prop_assert_eq!(json_roundtrip(&csc), csc); } #[test] fn csr_roundtrip_proptest(csr in csr_strategy()) { prop_assert_eq!(json_roundtrip(&csr), csr); } }