"""Test file for formatting""" import numpy from concrete.common.data_types.integers import Integer, UnsignedInteger from concrete.common.debugging import format_operation_graph from concrete.common.values import EncryptedScalar from concrete.numpy.compile import ( compile_numpy_function, compile_numpy_function_into_op_graph_and_measure_bounds, ) def test_format_operation_graph_with_multiple_edges(default_compilation_configuration): """Test format_operation_graph with multiple edges""" def function(x): return x + x op_graph = compile_numpy_function_into_op_graph_and_measure_bounds( function, {"x": EncryptedScalar(Integer(4, True))}, range(0, 10), default_compilation_configuration, ) formatted_graph = format_operation_graph(op_graph) assert ( formatted_graph == """ %0 = x # EncryptedScalar %1 = add(%0, %0) # EncryptedScalar return %1 """.strip() ) def test_format_operation_graph_with_offending_nodes(default_compilation_configuration): """Test format_operation_graph with offending nodes""" def function(x): return x + 42 op_graph = compile_numpy_function_into_op_graph_and_measure_bounds( function, {"x": EncryptedScalar(Integer(7, True))}, range(-5, 5), default_compilation_configuration, ) highlighted_nodes = {op_graph.input_nodes[0]: ["foo"]} formatted_graph = format_operation_graph(op_graph, highlighted_nodes=highlighted_nodes).strip() assert ( formatted_graph == """ %0 = x # EncryptedScalar ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ foo %1 = 42 # ClearScalar %2 = add(%0, %1) # EncryptedScalar return %2 """.strip() ) highlighted_nodes = {op_graph.input_nodes[0]: ["foo"], op_graph.output_nodes[0]: ["bar", "baz"]} formatted_graph = format_operation_graph(op_graph, highlighted_nodes=highlighted_nodes).strip() assert ( formatted_graph == """ %0 = x # EncryptedScalar ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ foo %1 = 42 # ClearScalar %2 = add(%0, %1) # EncryptedScalar ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ bar baz return %2 """.strip() ) def test_format_operation_graph_with_fusing(default_compilation_configuration): """Test format_operation_graph with fusing""" def function(x): return (10 * (numpy.cos(x + 1) + 1)).astype(numpy.uint32) circuit = compile_numpy_function( function, { "x": EncryptedScalar(UnsignedInteger(3)), }, range(2 ** 3), default_compilation_configuration, ) assert ( str(circuit) == """ %0 = x # EncryptedScalar %1 = 1 # ClearScalar %2 = add(%0, %1) # EncryptedScalar %3 = subgraph(%2) # EncryptedScalar return %3 Subgraphs: %3 = subgraph(%2): %0 = 10 # ClearScalar %1 = 1 # ClearScalar %2 = float_subgraph_input # EncryptedScalar %3 = cos(%2) # EncryptedScalar %4 = add(%3, %1) # EncryptedScalar %5 = mul(%4, %0) # EncryptedScalar %6 = astype(%5, dtype=uint32) # EncryptedScalar return %6 """.strip() ), str(circuit)