memgraph/tests/unit/query_procedure_py_module.cpp

// Copyright 2022 Memgraph Ltd.
//
// Use of this software is governed by the Business Source License
// included in the file licenses/BSL.txt; by using this file, you agree to be bound by the terms of the Business Source
// License, and you may not use this file except in compliance with the Business Source License.
//
// As of the Change Date specified in that file, in accordance with
// the Business Source License, use of this software will be governed
// by the Apache License, Version 2.0, included in the file
// licenses/APL.txt.

#include <gtest/gtest.h>

#include <filesystem>
#include <string>

#include "query/procedure/mg_procedure_impl.hpp"
#include "query/procedure/py_module.hpp"
#include "test_utils.hpp"

TEST(PyModule, MgpValueToPyObject) {
  mgp_memory memory{memgraph::utils::NewDeleteResource()};
  auto *list = EXPECT_MGP_NO_ERROR(mgp_list *, mgp_list_make_empty, 42, &memory);
  {
    // Create a list: [null, false, true, 42, 0.1, "some text"]
    auto primitive_values = {EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_null, &memory),
                             EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_bool, 0, &memory),
                             EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_bool, 1, &memory),
                             EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_int, 42, &memory),
                             EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_double, 0.1, &memory),
                             EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_string, "some text", &memory)};
    for (auto *val : primitive_values) {
      EXPECT_EQ(mgp_list_append(list, val), mgp_error::MGP_ERROR_NO_ERROR);
      mgp_value_destroy(val);
    }
  }
  auto *list_val = EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_list, list);
  auto *map = EXPECT_MGP_NO_ERROR(mgp_map *, mgp_map_make_empty, &memory);
  EXPECT_EQ(mgp_map_insert(map, "list", list_val), mgp_error::MGP_ERROR_NO_ERROR);
  mgp_value_destroy(list_val);
  auto *map_val = EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_map, map);
  auto gil = memgraph::py::EnsureGIL();
  memgraph::py::Object py_graph(memgraph::query::procedure::MakePyGraph(nullptr, &memory));
  auto py_dict = memgraph::query::procedure::MgpValueToPyObject(
      *map_val, reinterpret_cast<memgraph::query::procedure::PyGraph *>(py_graph.Ptr()));
  mgp_value_destroy(map_val);
  // We should now have in Python:
  // {"list": (None, False, True, 42, 0.1, "some text")}
  ASSERT_TRUE(PyDict_Check(py_dict));
  EXPECT_EQ(PyDict_Size(py_dict.Ptr()), 1);
  PyObject *key = nullptr;
  PyObject *value = nullptr;
  Py_ssize_t pos = 0;
  while (PyDict_Next(py_dict.Ptr(), &pos, &key, &value)) {
    ASSERT_TRUE(PyUnicode_Check(key));
    EXPECT_EQ(std::string(PyUnicode_AsUTF8(key)), "list");
    ASSERT_TRUE(PyTuple_Check(value));
    ASSERT_EQ(PyTuple_Size(value), 6);
    EXPECT_EQ(PyTuple_GetItem(value, 0), Py_None);
    EXPECT_EQ(PyTuple_GetItem(value, 1), Py_False);
    EXPECT_EQ(PyTuple_GetItem(value, 2), Py_True);
    auto *py_long = PyTuple_GetItem(value, 3);
    ASSERT_TRUE(PyLong_Check(py_long));
    EXPECT_EQ(PyLong_AsLong(py_long), 42);
    auto *py_float = PyTuple_GetItem(value, 4);
    ASSERT_TRUE(PyFloat_Check(py_float));
    EXPECT_EQ(PyFloat_AsDouble(py_float), 0.1);
    auto *py_str = PyTuple_GetItem(value, 5);
    ASSERT_TRUE(PyUnicode_Check(py_str));
    EXPECT_EQ(std::string(PyUnicode_AsUTF8(py_str)), "some text");
  }
}

// Our _mgp types should not support (by default) pickling and copying.
static void AssertPickleAndCopyAreNotSupported(PyObject *py_obj) {
  ASSERT_TRUE(py_obj);
  memgraph::py::Object pickle_mod(PyImport_ImportModule("pickle"));
  ASSERT_TRUE(pickle_mod);
  ASSERT_FALSE(memgraph::py::FetchError());
  memgraph::py::Object dumps_res(pickle_mod.CallMethod("dumps", py_obj));
  ASSERT_FALSE(dumps_res);
  ASSERT_TRUE(memgraph::py::FetchError());
  memgraph::py::Object copy_mod(PyImport_ImportModule("copy"));
  ASSERT_TRUE(copy_mod);
  ASSERT_FALSE(memgraph::py::FetchError());
  memgraph::py::Object copy_res(copy_mod.CallMethod("copy", py_obj));
  ASSERT_FALSE(copy_res);
  ASSERT_TRUE(memgraph::py::FetchError());
  // We should have cleared the error state.
  ASSERT_FALSE(memgraph::py::FetchError());
  memgraph::py::Object deepcopy_res(copy_mod.CallMethod("deepcopy", py_obj));
  ASSERT_FALSE(deepcopy_res);
  ASSERT_TRUE(memgraph::py::FetchError());
}

TEST(PyModule, PyVertex) {
  // Initialize the database with 2 vertices and 1 edge.
  memgraph::storage::Storage db;
  {
    auto dba = db.Access();
    auto v1 = dba.CreateVertex();
    auto v2 = dba.CreateVertex();

    ASSERT_TRUE(v1.SetProperty(dba.NameToProperty("key1"), memgraph::storage::PropertyValue("value1")).HasValue());
    ASSERT_TRUE(v1.SetProperty(dba.NameToProperty("key2"), memgraph::storage::PropertyValue(1337)).HasValue());

    auto e = dba.CreateEdge(&v1, &v2, dba.NameToEdgeType("type"));
    ASSERT_TRUE(e.HasValue());

    ASSERT_FALSE(dba.Commit().HasError());
  }
  // Get the first vertex as an mgp_value.
  auto storage_dba = db.Access();
  memgraph::query::DbAccessor dba(&storage_dba);
  mgp_memory memory{memgraph::utils::NewDeleteResource()};
  mgp_graph graph{&dba, memgraph::storage::View::OLD};
  auto *vertex = EXPECT_MGP_NO_ERROR(mgp_vertex *, mgp_graph_get_vertex_by_id, &graph, mgp_vertex_id{0}, &memory);
  ASSERT_TRUE(vertex);
  auto *vertex_value = EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_vertex,
                                           EXPECT_MGP_NO_ERROR(mgp_vertex *, mgp_vertex_copy, vertex, &memory));
  mgp_vertex_destroy(vertex);
  // Initialize the Python graph object.
  auto gil = memgraph::py::EnsureGIL();
  memgraph::py::Object py_graph(memgraph::query::procedure::MakePyGraph(&graph, &memory));
  ASSERT_TRUE(py_graph);
  // Convert from mgp_value to mgp.Vertex.
  memgraph::py::Object py_vertex_value(memgraph::query::procedure::MgpValueToPyObject(*vertex_value, py_graph.Ptr()));
  ASSERT_TRUE(py_vertex_value);
  AssertPickleAndCopyAreNotSupported(py_vertex_value.GetAttr("_vertex").Ptr());
  // Convert from mgp.Vertex to mgp_value.
  auto *new_vertex_value = memgraph::query::procedure::PyObjectToMgpValue(py_vertex_value.Ptr(), &memory);
  // Test for equality.
  ASSERT_TRUE(new_vertex_value);
  ASSERT_NE(new_vertex_value, vertex_value);  // Pointer compare.
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_vertex, new_vertex_value), 1);
  ASSERT_EQ(
      EXPECT_MGP_NO_ERROR(int, mgp_vertex_equal, EXPECT_MGP_NO_ERROR(mgp_vertex *, mgp_value_get_vertex, vertex_value),
                          EXPECT_MGP_NO_ERROR(mgp_vertex *, mgp_value_get_vertex, new_vertex_value)),
      1);
  // Clean up.
  mgp_value_destroy(new_vertex_value);
  mgp_value_destroy(vertex_value);
  ASSERT_FALSE(dba.Commit().HasError());
}

TEST(PyModule, PyEdge) {
  // Initialize the database with 2 vertices and 1 edge.
  memgraph::storage::Storage db;
  {
    auto dba = db.Access();
    auto v1 = dba.CreateVertex();
    auto v2 = dba.CreateVertex();

    auto e = dba.CreateEdge(&v1, &v2, dba.NameToEdgeType("type"));
    ASSERT_TRUE(e.HasValue());

    ASSERT_TRUE(e->SetProperty(dba.NameToProperty("key1"), memgraph::storage::PropertyValue("value1")).HasValue());
    ASSERT_TRUE(e->SetProperty(dba.NameToProperty("key2"), memgraph::storage::PropertyValue(1337)).HasValue());
    ASSERT_FALSE(dba.Commit().HasError());
  }
  // Get the edge as an mgp_value.
  auto storage_dba = db.Access();
  memgraph::query::DbAccessor dba(&storage_dba);
  mgp_memory memory{memgraph::utils::NewDeleteResource()};
  mgp_graph graph{&dba, memgraph::storage::View::OLD};
  auto *start_v = EXPECT_MGP_NO_ERROR(mgp_vertex *, mgp_graph_get_vertex_by_id, &graph, mgp_vertex_id{0}, &memory);
  ASSERT_TRUE(start_v);
  auto *edges_it = EXPECT_MGP_NO_ERROR(mgp_edges_iterator *, mgp_vertex_iter_out_edges, start_v, &memory);
  ASSERT_TRUE(edges_it);
  auto *edge = EXPECT_MGP_NO_ERROR(mgp_edge *, mgp_edge_copy,
                                   EXPECT_MGP_NO_ERROR(mgp_edge *, mgp_edges_iterator_get, edges_it), &memory);
  auto *edge_value = EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_edge, edge);
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(mgp_edge *, mgp_edges_iterator_next, edges_it), nullptr);
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(mgp_edge *, mgp_edges_iterator_get, edges_it), nullptr);
  mgp_edges_iterator_destroy(edges_it);
  mgp_vertex_destroy(start_v);
  // Initialize the Python graph object.
  auto gil = memgraph::py::EnsureGIL();
  memgraph::py::Object py_graph(memgraph::query::procedure::MakePyGraph(&graph, &memory));
  ASSERT_TRUE(py_graph);
  // Convert from mgp_value to mgp.Edge.
  memgraph::py::Object py_edge_value(memgraph::query::procedure::MgpValueToPyObject(*edge_value, py_graph.Ptr()));
  ASSERT_TRUE(py_edge_value);
  AssertPickleAndCopyAreNotSupported(py_edge_value.GetAttr("_edge").Ptr());
  // Convert from mgp.Edge to mgp_value.
  auto *new_edge_value = memgraph::query::procedure::PyObjectToMgpValue(py_edge_value.Ptr(), &memory);
  // Test for equality.
  ASSERT_TRUE(new_edge_value);
  ASSERT_NE(new_edge_value, edge_value);  // Pointer compare.
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_edge, new_edge_value), 1);
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_edge_equal, EXPECT_MGP_NO_ERROR(mgp_edge *, mgp_value_get_edge, edge_value),
                                EXPECT_MGP_NO_ERROR(mgp_edge *, mgp_value_get_edge, new_edge_value)),
            1);
  // Clean up.
  mgp_value_destroy(new_edge_value);
  mgp_value_destroy(edge_value);
  ASSERT_FALSE(dba.Commit().HasError());
}

TEST(PyModule, PyPath) {
  memgraph::storage::Storage db;
  {
    auto dba = db.Access();
    auto v1 = dba.CreateVertex();
    auto v2 = dba.CreateVertex();
    ASSERT_TRUE(dba.CreateEdge(&v1, &v2, dba.NameToEdgeType("type")).HasValue());
    ASSERT_FALSE(dba.Commit().HasError());
  }
  auto storage_dba = db.Access();
  memgraph::query::DbAccessor dba(&storage_dba);
  mgp_memory memory{memgraph::utils::NewDeleteResource()};
  mgp_graph graph{&dba, memgraph::storage::View::OLD};
  auto *start_v = EXPECT_MGP_NO_ERROR(mgp_vertex *, mgp_graph_get_vertex_by_id, &graph, mgp_vertex_id{0}, &memory);
  ASSERT_TRUE(start_v);
  auto *path = EXPECT_MGP_NO_ERROR(mgp_path *, mgp_path_make_with_start, start_v, &memory);
  ASSERT_TRUE(path);
  auto *edges_it = EXPECT_MGP_NO_ERROR(mgp_edges_iterator *, mgp_vertex_iter_out_edges, start_v, &memory);
  ASSERT_TRUE(edges_it);
  for (auto *edge = EXPECT_MGP_NO_ERROR(mgp_edge *, mgp_edges_iterator_get, edges_it); edge != nullptr;
       edge = EXPECT_MGP_NO_ERROR(mgp_edge *, mgp_edges_iterator_next, edges_it)) {
    ASSERT_EQ(mgp_path_expand(path, edge), mgp_error::MGP_ERROR_NO_ERROR);
  }
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(size_t, mgp_path_size, path), 1);
  mgp_edges_iterator_destroy(edges_it);
  mgp_vertex_destroy(start_v);
  auto *path_value = EXPECT_MGP_NO_ERROR(mgp_value *, mgp_value_make_path, path);
  ASSERT_TRUE(path_value);
  auto gil = memgraph::py::EnsureGIL();
  memgraph::py::Object py_graph(memgraph::query::procedure::MakePyGraph(&graph, &memory));
  ASSERT_TRUE(py_graph);
  // We have setup the C structs, so create convert to PyObject.
  memgraph::py::Object py_path_value(memgraph::query::procedure::MgpValueToPyObject(*path_value, py_graph.Ptr()));
  ASSERT_TRUE(py_path_value);
  AssertPickleAndCopyAreNotSupported(py_path_value.GetAttr("_path").Ptr());
  // Convert back to C struct and check equality.
  auto *new_path_value = memgraph::query::procedure::PyObjectToMgpValue(py_path_value.Ptr(), &memory);
  ASSERT_TRUE(new_path_value);
  ASSERT_NE(new_path_value, path_value);  // Pointer compare.
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_path, new_path_value), 1);
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_path_equal, EXPECT_MGP_NO_ERROR(mgp_path *, mgp_value_get_path, path_value),
                                EXPECT_MGP_NO_ERROR(mgp_path *, mgp_value_get_path, new_path_value)),
            1);
  mgp_value_destroy(new_path_value);
  mgp_value_destroy(path_value);
  ASSERT_FALSE(dba.Commit().HasError());
}

TEST(PyModule, PyObjectToMgpValue) {
  mgp_memory memory{memgraph::utils::NewDeleteResource()};
  auto gil = memgraph::py::EnsureGIL();
  memgraph::py::Object py_value{
      Py_BuildValue("[i f s (i f s) {s i s f}]", 1, 1.0, "one", 2, 2.0, "two", "three", 3, "four", 4.0)};
  auto *value = memgraph::query::procedure::PyObjectToMgpValue(py_value.Ptr(), &memory);

  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_list, value), 1);
  auto *list1 = EXPECT_MGP_NO_ERROR(mgp_list *, mgp_value_get_list, value);
  EXPECT_EQ(EXPECT_MGP_NO_ERROR(size_t, mgp_list_size, list1), 5);
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_int, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list1, 0)), 1);
  EXPECT_EQ(EXPECT_MGP_NO_ERROR(int64_t, mgp_value_get_int, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list1, 0)),
            1);
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_double, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list1, 1)), 1);
  EXPECT_EQ(EXPECT_MGP_NO_ERROR(double, mgp_value_get_double, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list1, 1)),
            1.0);
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_string, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list1, 2)), 1);
  EXPECT_STREQ(
      EXPECT_MGP_NO_ERROR(const char *, mgp_value_get_string, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list1, 2)),
      "one");
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_list, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list1, 3)), 1);
  auto *list2 =
      EXPECT_MGP_NO_ERROR(mgp_list *, mgp_value_get_list, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list1, 3));
  EXPECT_EQ(EXPECT_MGP_NO_ERROR(size_t, mgp_list_size, list2), 3);
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_int, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list2, 0)), 1);
  EXPECT_EQ(EXPECT_MGP_NO_ERROR(int64_t, mgp_value_get_int, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list2, 0)),
            2);
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_double, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list2, 1)), 1);
  EXPECT_EQ(EXPECT_MGP_NO_ERROR(double, mgp_value_get_double, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list2, 1)),
            2.0);
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_string, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list2, 2)), 1);
  EXPECT_STREQ(
      EXPECT_MGP_NO_ERROR(const char *, mgp_value_get_string, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list2, 2)),
      "two");
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_map, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list1, 4)), 1);
  auto *map =
      EXPECT_MGP_NO_ERROR(mgp_map *, mgp_value_get_map, EXPECT_MGP_NO_ERROR(mgp_value *, mgp_list_at, list1, 4));
  EXPECT_EQ(EXPECT_MGP_NO_ERROR(size_t, mgp_map_size, map), 2);
  mgp_value *v1 = EXPECT_MGP_NO_ERROR(mgp_value *, mgp_map_at, map, "three");
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_int, v1), 1);
  EXPECT_EQ(EXPECT_MGP_NO_ERROR(int64_t, mgp_value_get_int, v1), 3);
  mgp_value *v2 = EXPECT_MGP_NO_ERROR(mgp_value *, mgp_map_at, map, "four");
  ASSERT_EQ(EXPECT_MGP_NO_ERROR(int, mgp_value_is_double, v2), 1);
  EXPECT_EQ(EXPECT_MGP_NO_ERROR(double, mgp_value_get_double, v2), 4.0);
  mgp_value_destroy(value);
}

int main(int argc, char **argv) {
  ::testing::InitGoogleTest(&argc, argv);
  // Initialize Python
  auto *program_name = Py_DecodeLocale(argv[0], nullptr);
  MG_ASSERT(program_name);
  // Set program name, so Python can find its way to runtime libraries relative
  // to executable.
  Py_SetProgramName(program_name);
  PyImport_AppendInittab("_mgp", &memgraph::query::procedure::PyInitMgpModule);
  Py_InitializeEx(0 /* = initsigs */);
  PyEval_InitThreads();
  int test_result;
  {
    // Setup importing 'mgp' module by adding its directory to `sys.path`.
    std::filesystem::path invocation_path(argv[0]);
    auto mgp_py_path = invocation_path.parent_path() / "../../../include/mgp.py";
    MG_ASSERT(std::filesystem::exists(mgp_py_path));
    auto *py_path = PySys_GetObject("path");
    MG_ASSERT(py_path);
    memgraph::py::Object import_dir(PyUnicode_FromString(mgp_py_path.parent_path().c_str()));
    if (PyList_Append(py_path, import_dir.Ptr()) != 0) {
      auto exc_info = memgraph::py::FetchError().value();
      LOG_FATAL(exc_info);
    }
    memgraph::py::Object mgp(PyImport_ImportModule("mgp"));
    if (!mgp) {
      auto exc_info = memgraph::py::FetchError().value();
      LOG_FATAL(exc_info);
    }
    // Now run tests.
    Py_BEGIN_ALLOW_THREADS;
    test_result = RUN_ALL_TESTS();
    Py_END_ALLOW_THREADS;
  }
  // Shutdown Python
  Py_Finalize();
  PyMem_RawFree(program_name);
  return test_result;
}