Module serialize

Data serialization utilities

Provides functionality for serializing and deserializing scientific data:

• Binary, JSON, and MessagePack serialization formats
• Array serialization with metadata
• Structured data serialization
• Sparse matrix serialization Data serialization utilities

This module provides functionality for serializing and deserializing scientific data structures including arrays, matrices, and structured data.

Features:

• Binary serialization of ndarray arrays
• JSON serialization for structured data
• Enhanced sparse matrix serialization with multiple formats (COO, CSR, CSC)
• Matrix Market format integration
• Compression support for sparse matrices
• Memory-efficient sparse matrix operations

Modules

sparse_ops

Sparse matrix operations utilities

Structs

ArrayMetadata

Array metadata for serialization

SerializedArray

Serialized array data with metadata

SparseMatrix

Enhanced sparse matrix with multiple format support

SparseMatrixCOO

Type representing a sparse matrix in COO (Coordinate) format

SparseMatrixCSC

Compressed Sparse Column (CSC) format

SparseMatrixCSR

Compressed Sparse Row (CSR) format

Enums

SerializationFormat

Format for data serialization

SparseFormat

Sparse matrix format enumeration

Functions

deserialize_array

Deserialize an ndarray from a file

deserialize_array_with_metadata

Deserialize an ndarray with metadata from a file

deserialize_enhanced_sparse_matrix

Enhanced sparse matrix deserialization

deserialize_sparse_matrix

Deserialize a sparse matrix from a file

deserialize_struct

Deserialize a struct from a file

from_matrix_market

Convert Matrix Market format to enhanced sparse matrix

read_array_binary

Convenience function to read an array from binary format

read_array_json

Convenience function to read an array from JSON format

read_array_messagepack

Convenience function to read an array from MessagePack format

serialize_array

Serialize an ndarray to a file

serialize_array_with_metadata

Serialize an ndarray with metadata

serialize_enhanced_sparse_matrix

Enhanced sparse matrix serialization with format conversion

serialize_sparse_matrix

Serialize a sparse matrix to a file

serialize_struct

Serialize a struct to a file

to_matrix_market

Convert enhanced sparse matrix to Matrix Market format

write_array_binary

Convenience function to write an array to binary format

write_array_json

Convenience function to write an array to JSON format

write_array_messagepack

Convenience function to write an array to MessagePack format