taipy/tests/core/data/test_data_node.py

# Copyright 2021-2025 Avaiga Private Limited
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
# the License. You may obtain a copy of the License at
#
#        http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
# an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
# specific language governing permissions and limitations under the License.

import os
from datetime import datetime, timedelta
from time import sleep
from unittest import mock

import freezegun
import pandas as pd
import pytest

import taipy.core as tp
from taipy import Scope
from taipy.common.config import Config
from taipy.common.config.exceptions.exceptions import InvalidConfigurationId
from taipy.core.data._data_manager import _DataManager
from taipy.core.data._data_manager_factory import _DataManagerFactory
from taipy.core.data.data_node import DataNode
from taipy.core.data.data_node_id import (
    EDIT_COMMENT_KEY,
    EDIT_EDITOR_ID_KEY,
    EDIT_JOB_ID_KEY,
    EDIT_TIMESTAMP_KEY,
    DataNodeId,
)
from taipy.core.data.in_memory import InMemoryDataNode
from taipy.core.exceptions.exceptions import DataNodeIsBeingEdited, NoData
from taipy.core.job.job_id import JobId
from taipy.core.task.task import Task

from .utils import FakeDataNode


def funct_a_b(input: str):
    print("task_a_b")  # noqa: T201
    return "B"


def funct_b_c(input: str):
    print("task_b_c")  # noqa: T201
    return "C"


def funct_b_d(input: str):
    print("task_b_d")  # noqa: T201
    return "D"


class TestDataNode:
    def test_dn_equals(self, data_node):
        data_manager = _DataManagerFactory()._build_manager()

        dn_id = data_node.id
        data_manager._repository._save(data_node)

        # # To test if instance is same type
        task = Task("task", {}, print, [], [], dn_id)

        dn_2 = data_manager._get(dn_id)
        assert data_node == dn_2
        assert data_node != dn_id
        assert data_node != task

    def test_create_with_default_values(self):
        dn = DataNode("foo_bar")
        assert dn.config_id == "foo_bar"
        assert dn.scope == Scope.SCENARIO
        assert dn.id is not None
        assert dn.name is None
        assert dn.owner_id is None
        assert dn.parent_ids == set()
        assert dn.last_edit_date is None
        assert dn.job_ids == []
        assert not dn.is_ready_for_reading
        assert len(dn.properties) == 0

    def test_create_with_ranks(self):
        # Test _rank is propagated from the config
        cfg = Config.configure_data_node("foo_bar")
        cfg._ranks = {"A": 1, "B": 2, "C": 0}

        dn = DataNode("foo_bar")
        assert dn.config_id == "foo_bar"
        assert dn.scope == Scope.SCENARIO
        assert dn.id is not None
        assert dn.name is None
        assert dn.owner_id is None
        assert dn.parent_ids == set()
        assert dn.last_edit_date is None
        assert dn.job_ids == []
        assert not dn.is_ready_for_reading
        assert len(dn.properties) == 0
        assert dn._get_rank("A") == 1
        assert dn._get_rank("B") == 2
        assert dn._get_rank("C") == 0

    def test_is_up_to_date_when_not_written(self):
        dn_confg_1 = Config.configure_in_memory_data_node("dn_1", default_data="a")
        dn_confg_2 = Config.configure_in_memory_data_node("dn_2")
        task_config_1 = Config.configure_task("t1", funct_a_b, [dn_confg_1], [dn_confg_2])
        scenario_config = Config.configure_scenario("sc", [task_config_1])

        scenario = tp.create_scenario(scenario_config)

        assert scenario.dn_1.is_up_to_date is True
        assert scenario.dn_2.is_up_to_date is False

        tp.submit(scenario)
        assert scenario.dn_1.is_up_to_date is True
        assert scenario.dn_2.is_up_to_date is True

    def test_create(self):
        a_date = datetime.now()
        dn = DataNode(
            "foo_bar",
            Scope.SCENARIO,
            DataNodeId("an_id"),
            "a_scenario_id",
            {"a_parent_id"},
            a_date,
            [{"job_id": "a_job_id"}],
            edit_in_progress=False,
            prop="erty",
            name="a name",
        )
        assert dn.config_id == "foo_bar"
        assert dn.scope == Scope.SCENARIO
        assert dn.id == "an_id"
        assert dn.name == "a name"
        assert dn.owner_id == "a_scenario_id"
        assert dn.parent_ids == {"a_parent_id"}
        assert dn.last_edit_date == a_date
        assert dn.job_ids == ["a_job_id"]
        assert dn.is_ready_for_reading
        assert len(dn.properties) == 2
        assert dn.properties == {"prop": "erty", "name": "a name"}

        with pytest.raises(InvalidConfigurationId):
            DataNode("foo bar")

    def test_read_write(self):
        dn = FakeDataNode("foo_bar")
        _DataManagerFactory._build_manager()._repository._save(dn)
        assert dn.read() is None
        with pytest.raises(NoData):
            _DataManagerFactory._build_manager()._read(dn)
        with pytest.raises(NoData):
            dn.read_or_raise()
        assert dn.write_has_been_called == 0
        assert dn.read_has_been_called == 0
        assert not dn.is_ready_for_reading
        assert dn.last_edit_date is None
        assert dn.job_ids == []
        assert dn.edits == []

        dn.write("Any data")
        assert dn.write_has_been_called == 1
        assert dn.read_has_been_called == 0
        assert dn.last_edit_date is not None
        first_edition = dn.last_edit_date
        assert dn.is_ready_for_reading
        assert dn.job_ids == []
        assert len(dn.edits) == 1
        assert dn.get_last_edit()["timestamp"] == dn.last_edit_date

        sleep(0.1)

        dn.write("Any other data", job_id := JobId("a_job_id"))
        assert dn.write_has_been_called == 2
        assert dn.read_has_been_called == 0
        second_edition = dn.last_edit_date
        assert first_edition < second_edition
        assert dn.is_ready_for_reading
        assert dn.job_ids == [job_id]
        assert len(dn.edits) == 2
        assert dn.get_last_edit()["timestamp"] == dn.last_edit_date

        dn.read()
        assert dn.write_has_been_called == 2
        assert dn.read_has_been_called == 1
        second_edition = dn.last_edit_date
        assert first_edition < second_edition
        assert dn.is_ready_for_reading
        assert dn.job_ids == [job_id]

    def test_lock_initialization(self):
        dn = InMemoryDataNode("dn", Scope.SCENARIO)
        assert not dn.edit_in_progress
        assert dn._editor_id is None
        assert dn._editor_expiration_date is None

    def test_locked_dn_unlockable_only_by_same_editor(self):
        dn = InMemoryDataNode("dn", Scope.SCENARIO)
        _DataManagerFactory._build_manager()._repository._save(dn)
        dn.lock_edit("user_1")
        assert dn.edit_in_progress
        assert dn._editor_id == "user_1"
        assert dn._editor_expiration_date is not None
        with pytest.raises(DataNodeIsBeingEdited):
            dn.lock_edit("user_2")
        with pytest.raises(DataNodeIsBeingEdited):
            dn.unlock_edit("user_2")
        dn.unlock_edit("user_1")
        assert not dn.edit_in_progress
        assert dn._editor_id is None
        assert dn._editor_expiration_date is None

    def test_none_editor_can_lock_a_locked_dn(self):
        dn = InMemoryDataNode("dn", Scope.SCENARIO)
        _DataManagerFactory._build_manager()._repository._save(dn)
        dn.lock_edit("user")
        assert dn.edit_in_progress
        assert dn._editor_id == "user"
        assert dn._editor_expiration_date is not None
        dn.lock_edit()
        assert dn.edit_in_progress
        assert dn._editor_id is None
        assert dn._editor_expiration_date is None

    def test_none_editor_can_unlock_a_locked_dn(self):
        dn = InMemoryDataNode("dn", Scope.SCENARIO)
        _DataManagerFactory._build_manager()._repository._save(dn)
        dn.lock_edit("user")
        assert dn.edit_in_progress
        assert dn._editor_id == "user"
        assert dn._editor_expiration_date is not None
        dn.unlock_edit()
        assert not dn.edit_in_progress
        assert dn._editor_id is None
        assert dn._editor_expiration_date is None

        dn.lock_edit()
        assert dn.edit_in_progress
        assert dn._editor_id is None
        assert dn._editor_expiration_date is None
        dn.unlock_edit()
        assert not dn.edit_in_progress
        assert dn._editor_id is None
        assert dn._editor_expiration_date is None

    def test_ready_for_reading(self):
        dn = InMemoryDataNode("foo_bar", Scope.CYCLE)
        _DataManagerFactory._build_manager()._repository._save(dn)
        assert dn.last_edit_date is None
        assert not dn.is_ready_for_reading
        assert dn.job_ids == []

        dn.lock_edit()
        assert dn.last_edit_date is None
        assert not dn.is_ready_for_reading
        assert dn.job_ids == []

        dn.unlock_edit()
        assert dn.last_edit_date is None
        assert not dn.is_ready_for_reading
        assert dn.job_ids == []

        dn.lock_edit()
        assert dn.last_edit_date is None
        assert not dn.is_ready_for_reading
        assert dn.job_ids == []

        dn.write("toto", job_id := JobId("a_job_id"))
        assert dn.last_edit_date is not None
        assert dn.is_ready_for_reading
        assert dn.job_ids == [job_id]

    def test_is_valid_no_validity_period(self):
        dn = InMemoryDataNode("foo", Scope.SCENARIO, DataNodeId("id"), "name", "owner_id")
        _DataManagerFactory._build_manager()._repository._save(dn)

        # Test Never been written
        assert not dn.is_valid

        # test has been written
        dn.write("My data")
        assert dn.is_valid

    def test_is_valid_with_30_min_validity_period(self):
        dn = InMemoryDataNode(
            "foo", Scope.SCENARIO, DataNodeId("id"), "name", "owner_id", validity_period=timedelta(minutes=30)
        )
        _DataManagerFactory._build_manager()._repository._save(dn)

        # Test Never been written
        assert dn.is_valid is False

        # Has been written less than 30 minutes ago
        dn.write("My data")
        assert dn.is_valid is True

        # Has been written more than 30 minutes ago
        dn.last_edit_date = datetime.now() + timedelta(days=-1)
        assert dn.is_valid is False

    def test_is_valid_with_5_days_validity_period(self):
        dn = InMemoryDataNode("foo", Scope.SCENARIO, validity_period=timedelta(days=5))
        _DataManagerFactory._build_manager()._repository._save(dn)

        # Test Never been written
        assert dn.is_valid is False

        # Has been written less than 30 minutes ago
        dn.write("My data")
        assert dn.is_valid is True

        # Has been written more than 30 minutes ago
        dn._last_edit_date = datetime.now() - timedelta(days=6)
        _DataManager()._repository._save(dn)
        assert dn.is_valid is False

    def test_is_up_to_date(self, current_datetime):
        dn_confg_1 = Config.configure_in_memory_data_node("dn_1")
        dn_confg_2 = Config.configure_in_memory_data_node("dn_2")
        dn_confg_3 = Config.configure_in_memory_data_node("dn_3", scope=Scope.GLOBAL)
        task_config_1 = Config.configure_task("t1", print, [dn_confg_1], [dn_confg_2])
        task_config_2 = Config.configure_task("t2", print, [dn_confg_2], [dn_confg_3])
        scenario_config = Config.configure_scenario("sc", [task_config_1, task_config_2])

        scenario_1 = tp.create_scenario(scenario_config)
        assert len(_DataManager._get_all()) == 3

        dn_1_1 = scenario_1.data_nodes["dn_1"]
        dn_2_1 = scenario_1.data_nodes["dn_2"]
        dn_3_1 = scenario_1.data_nodes["dn_3"]

        assert dn_1_1.last_edit_date is None
        assert dn_2_1.last_edit_date is None
        assert dn_3_1.last_edit_date is None

        dn_1_1.last_edit_date = current_datetime + timedelta(1)
        dn_2_1.last_edit_date = current_datetime + timedelta(2)
        dn_3_1.last_edit_date = current_datetime + timedelta(3)
        assert dn_1_1.is_up_to_date
        assert dn_2_1.is_up_to_date
        assert dn_3_1.is_up_to_date

        dn_2_1.last_edit_date = current_datetime + timedelta(4)
        assert dn_1_1.is_up_to_date
        assert dn_2_1.is_up_to_date
        assert not dn_3_1.is_up_to_date

        dn_1_1.last_edit_date = current_datetime + timedelta(5)
        assert dn_1_1.is_up_to_date
        assert not dn_2_1.is_up_to_date
        assert not dn_3_1.is_up_to_date

        dn_1_1.last_edit_date = current_datetime + timedelta(1)
        dn_2_1.last_edit_date = current_datetime + timedelta(2)
        dn_3_1.last_edit_date = current_datetime + timedelta(3)

    def test_is_up_to_date_across_scenarios(self, current_datetime):
        dn_confg_1 = Config.configure_in_memory_data_node("dn_1", scope=Scope.SCENARIO)
        dn_confg_2 = Config.configure_in_memory_data_node("dn_2", scope=Scope.SCENARIO)
        dn_confg_3 = Config.configure_in_memory_data_node("dn_3", scope=Scope.GLOBAL)
        task_config_1 = Config.configure_task("t1", print, [dn_confg_1], [dn_confg_2])
        task_config_2 = Config.configure_task("t2", print, [dn_confg_2], [dn_confg_3])
        scenario_config = Config.configure_scenario("sc", [task_config_1, task_config_2])

        scenario_1 = tp.create_scenario(scenario_config)
        scenario_2 = tp.create_scenario(scenario_config)
        assert len(_DataManager._get_all()) == 5

        dn_1_1 = scenario_1.data_nodes["dn_1"]
        dn_2_1 = scenario_1.data_nodes["dn_2"]
        dn_1_2 = scenario_2.data_nodes["dn_1"]
        dn_2_2 = scenario_2.data_nodes["dn_2"]
        dn_3 = scenario_1.data_nodes["dn_3"]
        assert dn_3 == scenario_2.data_nodes["dn_3"]

        assert dn_1_1.last_edit_date is None
        assert dn_2_1.last_edit_date is None
        assert dn_1_2.last_edit_date is None
        assert dn_2_2.last_edit_date is None
        assert dn_3.last_edit_date is None

        dn_1_1.last_edit_date = current_datetime + timedelta(1)
        dn_2_1.last_edit_date = current_datetime + timedelta(2)
        dn_1_2.last_edit_date = current_datetime + timedelta(3)
        dn_2_2.last_edit_date = current_datetime + timedelta(4)
        dn_3.last_edit_date = current_datetime + timedelta(5)
        assert dn_1_1.is_up_to_date
        assert dn_2_1.is_up_to_date
        assert dn_1_2.is_up_to_date
        assert dn_2_2.is_up_to_date
        assert dn_3.is_up_to_date

        dn_2_1.last_edit_date = current_datetime + timedelta(6)
        assert dn_1_1.is_up_to_date
        assert dn_2_1.is_up_to_date
        assert dn_1_2.is_up_to_date
        assert dn_2_2.is_up_to_date
        assert not dn_3.is_up_to_date

        dn_2_1.last_edit_date = current_datetime + timedelta(2)
        dn_2_2.last_edit_date = current_datetime + timedelta(6)
        assert dn_1_1.is_up_to_date
        assert dn_2_1.is_up_to_date
        assert dn_1_2.is_up_to_date
        assert dn_2_2.is_up_to_date
        assert not dn_3.is_up_to_date

        dn_2_2.last_edit_date = current_datetime + timedelta(4)
        dn_1_1.last_edit_date = current_datetime + timedelta(6)
        assert dn_1_1.is_up_to_date
        assert not dn_2_1.is_up_to_date
        assert dn_1_2.is_up_to_date
        assert dn_2_2.is_up_to_date
        assert not dn_3.is_up_to_date

        dn_1_2.last_edit_date = current_datetime + timedelta(6)
        assert dn_1_1.is_up_to_date
        assert not dn_2_1.is_up_to_date
        assert dn_1_2.is_up_to_date
        assert not dn_2_2.is_up_to_date
        assert not dn_3.is_up_to_date

    def test_do_not_recompute_data_node_valid_but_continue_sequence_execution(self):
        a = Config.configure_data_node("A", "pickle", default_data="A")
        b = Config.configure_data_node("B", "pickle")
        c = Config.configure_data_node("C", "pickle")
        d = Config.configure_data_node("D", "pickle")

        task_a_b = Config.configure_task("task_a_b", funct_a_b, input=a, output=b, skippable=True)
        task_b_c = Config.configure_task("task_b_c", funct_b_c, input=b, output=c)
        task_b_d = Config.configure_task("task_b_d", funct_b_d, input=b, output=d)
        scenario_cfg = Config.configure_scenario("scenario", [task_a_b, task_b_c, task_b_d])

        scenario = tp.create_scenario(scenario_cfg)
        scenario.submit()
        assert scenario.A.read() == "A"
        assert scenario.B.read() == "B"
        assert scenario.C.read() == "C"
        assert scenario.D.read() == "D"

        scenario.submit()

        assert len(tp.get_jobs()) == 6
        jobs_and_status = [(job.task.config_id, job.status) for job in tp.get_jobs()]
        assert ("task_a_b", tp.Status.COMPLETED) in jobs_and_status
        assert ("task_a_b", tp.Status.SKIPPED) in jobs_and_status
        assert ("task_b_c", tp.Status.COMPLETED) in jobs_and_status
        assert ("task_b_d", tp.Status.COMPLETED) in jobs_and_status

    def test_data_node_update_after_writing(self):
        dn = FakeDataNode("foo")

        _DataManager._repository._save(dn)
        assert not _DataManager._get(dn.id).is_ready_for_reading
        dn.write("Any data")

        assert dn.is_ready_for_reading
        assert _DataManager._get(dn.id).is_ready_for_reading

    def test_expiration_date_raise_if_never_write(self):
        dn = FakeDataNode("foo")

        with pytest.raises(NoData):
            _ = dn.expiration_date

    def test_validity_null_if_never_write(self):
        dn = FakeDataNode("foo")

        assert dn.validity_period is None

    def test_auto_update_and_reload(self, current_datetime):
        dn_1 = InMemoryDataNode(
            "foo",
            scope=Scope.GLOBAL,
            id=DataNodeId("an_id"),
            owner_id=None,
            parent_ids=None,
            last_edit_date=current_datetime,
            edits=[{"job_id": "a_job_id"}],
            edit_in_progress=False,
            validity_period=None,
            properties={
                "name": "foo",
            },
        )

        dm = _DataManager()
        dm._repository._save(dn_1)

        dn_2 = dm._get(dn_1)

        # auto set & reload on scope attribute
        assert dn_1.scope == Scope.GLOBAL
        assert dn_2.scope == Scope.GLOBAL
        dn_1.scope = Scope.CYCLE
        assert dn_1.scope == Scope.CYCLE
        assert dn_2.scope == Scope.CYCLE
        dn_2.scope = Scope.SCENARIO
        assert dn_1.scope == Scope.SCENARIO
        assert dn_2.scope == Scope.SCENARIO

        new_datetime = current_datetime + timedelta(1)
        new_datetime_1 = current_datetime + timedelta(3)

        # auto set & reload on last_edit_date attribute
        assert dn_1.last_edit_date == current_datetime
        assert dn_2.last_edit_date == current_datetime
        dn_1.last_edit_date = new_datetime_1
        assert dn_1.last_edit_date == new_datetime_1
        assert dn_2.last_edit_date == new_datetime_1
        dn_2.last_edit_date = new_datetime
        assert dn_1.last_edit_date == new_datetime
        assert dn_2.last_edit_date == new_datetime

        # auto set & reload on name attribute
        assert dn_1.name == "foo"
        assert dn_2.name == "foo"
        dn_1.name = "fed"
        assert dn_1.name == "fed"
        assert dn_2.name == "fed"
        dn_2.name = "def"
        assert dn_1.name == "def"
        assert dn_2.name == "def"

        # auto set & reload on parent_ids attribute (set() object does not have auto set yet)
        assert dn_1.parent_ids == set()
        assert dn_2.parent_ids == set()
        dn_1._parent_ids.update(["sc2"])
        _DataManager._update(dn_1)
        assert dn_1.parent_ids == {"sc2"}
        assert dn_2.parent_ids == {"sc2"}
        dn_2._parent_ids.clear()
        dn_2._parent_ids.update(["sc1"])
        _DataManager._update(dn_2)
        assert dn_1.parent_ids == {"sc1"}
        assert dn_2.parent_ids == {"sc1"}
        dn_2._parent_ids.clear()
        _DataManager._update(dn_2)

        # auto set & reload on edit_in_progress attribute
        assert not dn_2.edit_in_progress
        assert not dn_1.edit_in_progress
        dn_1.edit_in_progress = True
        assert dn_1.edit_in_progress
        assert dn_2.edit_in_progress
        dn_2.unlock_edit()
        assert not dn_1.edit_in_progress
        assert not dn_2.edit_in_progress
        dn_1.lock_edit()
        assert dn_1.edit_in_progress
        assert dn_2.edit_in_progress

        # auto set & reload on validity_period attribute
        time_period_1 = timedelta(1)
        time_period_2 = timedelta(5)
        assert dn_1.validity_period is None
        assert dn_2.validity_period is None
        dn_1.validity_period = time_period_1
        assert dn_1.validity_period == time_period_1
        assert dn_2.validity_period == time_period_1
        dn_2.validity_period = time_period_2
        assert dn_1.validity_period == time_period_2
        assert dn_2.validity_period == time_period_2

        dn_1.last_edit_date = new_datetime

        assert len(dn_1.job_ids) == 1
        assert len(dn_2.job_ids) == 1

        with dn_1 as dn:
            assert dn.config_id == "foo"
            assert dn.owner_id is None
            assert dn.scope == Scope.SCENARIO
            assert dn.last_edit_date == new_datetime
            assert dn.name == "def"
            assert dn.edit_in_progress
            assert dn.validity_period == time_period_2
            assert len(dn.job_ids) == 1
            assert dn._is_in_context

            new_datetime_2 = new_datetime + timedelta(5)

            dn.scope = Scope.CYCLE
            dn.last_edit_date = new_datetime_2
            dn.name = "abc"
            dn.edit_in_progress = False
            dn.validity_period = None

            assert dn.config_id == "foo"
            assert dn.owner_id is None
            assert dn.scope == Scope.SCENARIO
            assert dn.last_edit_date == new_datetime
            assert dn.name == "def"
            assert dn.edit_in_progress
            assert dn.validity_period == time_period_2
            assert len(dn.job_ids) == 1

        assert dn_1.config_id == "foo"
        assert dn_1.owner_id is None
        assert dn_1.scope == Scope.CYCLE
        assert dn_1.last_edit_date == new_datetime_2
        assert dn_1.name == "abc"
        assert not dn_1.edit_in_progress
        assert dn_1.validity_period is None
        assert not dn_1._is_in_context
        assert len(dn_1.job_ids) == 1

    def test_auto_update_and_reload_properties(self):
        dn_1 = InMemoryDataNode("foo", scope=Scope.GLOBAL, properties={"name": "def"})

        dm = _DataManager()
        dm._repository._save(dn_1)

        dn_2 = dm._get(dn_1)

        # auto set & reload on properties attribute
        assert dn_1.properties == {"name": "def"}
        assert dn_2.properties == {"name": "def"}
        dn_1._properties["qux"] = 4
        assert dn_1.properties["qux"] == 4
        assert dn_2.properties["qux"] == 4

        assert dn_1.properties == {"qux": 4, "name": "def"}
        assert dn_2.properties == {"qux": 4, "name": "def"}
        dn_2._properties["qux"] = 5
        assert dn_1.properties["qux"] == 5
        assert dn_2.properties["qux"] == 5

        dn_1.properties["temp_key_1"] = "temp_value_1"
        dn_1.properties["temp_key_2"] = "temp_value_2"
        assert dn_1.properties == {
            "name": "def",
            "qux": 5,
            "temp_key_1": "temp_value_1",
            "temp_key_2": "temp_value_2",
        }
        assert dn_2.properties == {"name": "def", "qux": 5, "temp_key_1": "temp_value_1", "temp_key_2": "temp_value_2"}
        dn_1.properties.pop("temp_key_1")
        assert "temp_key_1" not in dn_1.properties.keys()
        assert "temp_key_1" not in dn_1.properties.keys()
        assert dn_1.properties == {"name": "def", "qux": 5, "temp_key_2": "temp_value_2"}
        assert dn_2.properties == {"name": "def", "qux": 5, "temp_key_2": "temp_value_2"}
        dn_2.properties.pop("temp_key_2")
        assert dn_1.properties == {"qux": 5, "name": "def"}
        assert dn_2.properties == {"qux": 5, "name": "def"}
        assert "temp_key_2" not in dn_1.properties.keys()
        assert "temp_key_2" not in dn_2.properties.keys()

        dn_1.properties["temp_key_3"] = 0
        assert dn_1.properties == {"qux": 5, "temp_key_3": 0, "name": "def"}
        assert dn_2.properties == {"qux": 5, "temp_key_3": 0, "name": "def"}
        dn_1.properties.update({"temp_key_3": 1})
        assert dn_1.properties == {"qux": 5, "temp_key_3": 1, "name": "def"}
        assert dn_2.properties == {"qux": 5, "temp_key_3": 1, "name": "def"}
        dn_1.properties.update({})
        assert dn_1.properties == {"qux": 5, "temp_key_3": 1, "name": "def"}
        assert dn_2.properties == {"qux": 5, "temp_key_3": 1, "name": "def"}
        dn_1.properties["temp_key_4"] = 0
        dn_1.properties["temp_key_5"] = 0

        with dn_1 as dn:
            assert dn._is_in_context
            assert dn.properties["qux"] == 5
            assert dn.properties["temp_key_3"] == 1
            assert dn.properties["temp_key_4"] == 0
            assert dn.properties["temp_key_5"] == 0

            dn.properties["qux"] = 9
            dn.properties.pop("temp_key_3")
            dn.properties.pop("temp_key_4")
            dn.properties.update({"temp_key_4": 1})
            dn.properties.update({"temp_key_5": 2})
            dn.properties.pop("temp_key_5")
            dn.properties.update({})

            assert dn.properties["qux"] == 5
            assert dn.properties["temp_key_3"] == 1
            assert dn.properties["temp_key_4"] == 0
            assert dn.properties["temp_key_5"] == 0

        assert not dn_1._is_in_context
        assert dn_1.properties["qux"] == 9
        assert "temp_key_3" not in dn_1.properties.keys()
        assert dn_1.properties["temp_key_4"] == 1
        assert "temp_key_5" not in dn_1.properties.keys()

    def test_get_parents(self, data_node):
        with mock.patch("taipy.core.get_parents") as mck:
            data_node.get_parents()
            mck.assert_called_once_with(data_node)

    def test_data_node_with_env_variable_value_not_stored(self):
        dn_config = Config.configure_data_node("A", prop="ENV[FOO]")
        with mock.patch.dict(os.environ, {"FOO": "bar"}):
            dn = _DataManager._bulk_get_or_create([dn_config])[dn_config]
            assert dn._properties.data["prop"] == "ENV[FOO]"
            assert dn.properties["prop"] == "bar"

    def test_path_populated_with_config_default_path(self):
        dn_config = Config.configure_data_node("data_node", "pickle", default_path="foo.p")
        assert dn_config.default_path == "foo.p"
        data_node = _DataManager._bulk_get_or_create([dn_config])[dn_config]
        assert data_node.path == "foo.p"
        data_node.path = "baz.p"
        assert data_node.path == "baz.p"

    def test_edit_edit_tracking(self):
        dn_config = Config.configure_data_node("A")
        data_node = _DataManager._bulk_get_or_create([dn_config])[dn_config]

        data_node.write(data="1", job_id="job_1")
        data_node.write(data="2", job_id="job_1")
        data_node.write(data="3", job_id="job_1")

        assert len(data_node.edits) == 3
        assert len(data_node.job_ids) == 3
        assert data_node.edits[-1] == data_node.get_last_edit()
        assert data_node.last_edit_date == data_node.get_last_edit().get("timestamp")

        date = datetime(2050, 1, 1, 12, 12)
        data_node.write(data="4", timestamp=date, message="This is a comment on this edit", env="staging")

        assert len(data_node.edits) == 4
        assert len(data_node.job_ids) == 3
        assert data_node.edits[-1] == data_node.get_last_edit()

        last_edit = data_node.get_last_edit()
        assert last_edit["message"] == "This is a comment on this edit"
        assert last_edit["env"] == "staging"
        assert last_edit["timestamp"] == date

    def test_label(self):
        a_date = datetime.now()
        dn = DataNode(
            "foo_bar",
            Scope.SCENARIO,
            DataNodeId("an_id"),
            "a_scenario_id",
            {"a_parent_id"},
            a_date,
            [{"job_id": "a_job_id"}],
            edit_in_progress=False,
            prop="erty",
            name="a name",
        )
        with mock.patch("taipy.core.get") as get_mck:

            class MockOwner:
                label = "owner_label"

                def get_label(self):
                    return self.label

            get_mck.return_value = MockOwner()
            assert dn.get_label() == "owner_label > " + dn.name
            assert dn.get_simple_label() == dn.name

    def test_explicit_label(self):
        a_date = datetime.now()
        dn = DataNode(
            "foo_bar",
            Scope.SCENARIO,
            DataNodeId("an_id"),
            "a_scenario_id",
            {"a_parent_id"},
            a_date,
            [{"job_id": "a_job_id"}],
            edit_in_progress=False,
            label="a label",
            name="a name",
        )
        assert dn.get_label() == "a label"
        assert dn.get_simple_label() == "a label"

    def test_change_data_node_name(self):
        cgf = Config.configure_data_node("foo", scope=Scope.GLOBAL)
        dn = tp.create_global_data_node(cgf)

        dn.name = "bar"
        assert dn.name == "bar"

        # This new syntax will be the only one allowed: https://github.com/Avaiga/taipy-core/issues/806
        dn.properties["name"] = "baz"
        assert dn.name == "baz"

    def test_locked_data_node_write_should_fail_with_wrong_editor(self):
        dn_config = Config.configure_data_node("A")
        dn = _DataManager._bulk_get_or_create([dn_config])[dn_config]
        dn.lock_edit("editor_1")

        # Should raise exception for wrong editor
        with pytest.raises(DataNodeIsBeingEdited):
            dn.write("data", editor_id="editor_2")

        # Should succeed with correct editor
        dn.write("data", editor_id="editor_1")
        assert dn.read() == "data"

    def test_locked_data_node_write_should_fail_before_expiration_date_and_succeed_after(self):
        dn_config = Config.configure_data_node("A")
        dn = _DataManager._bulk_get_or_create([dn_config])[dn_config]

        lock_time = datetime.now()
        with freezegun.freeze_time(lock_time):
            dn.lock_edit("editor_1")

        with freezegun.freeze_time(lock_time + timedelta(minutes=29)):
            # Should raise exception for wrong editor and expiration date NOT passed
            with pytest.raises(DataNodeIsBeingEdited):
                dn.write("data", editor_id="editor_2")

        with freezegun.freeze_time(lock_time + timedelta(minutes=31)):
            # Should succeed with wrong editor but expiration date passed
            dn.write("data", editor_id="editor_2")
            assert dn.read() == "data"

    def test_locked_data_node_append_should_fail_with_wrong_editor(self):
        dn_config = Config.configure_csv_data_node("A")
        dn = _DataManager._bulk_get_or_create([dn_config])[dn_config]
        first_line = pd.DataFrame(data={"col1": [1], "col2": [3]})
        second_line = pd.DataFrame(data={"col1": [2], "col2": [4]})
        data = pd.DataFrame(data={"col1": [1, 2], "col2": [3, 4]})
        dn.write(first_line)
        assert first_line.equals(dn.read())

        dn.lock_edit("editor_1")

        with pytest.raises(DataNodeIsBeingEdited):
            dn.append(second_line, editor_id="editor_2")

        dn.append(second_line, editor_id="editor_1")
        assert dn.read().equals(data)

    def test_locked_data_node_append_should_fail_before_expiration_date_and_succeed_after(self):
        dn_config = Config.configure_csv_data_node("A")
        dn = _DataManager._bulk_get_or_create([dn_config])[dn_config]
        first_line = pd.DataFrame(data={"col1": [1], "col2": [3]})
        second_line = pd.DataFrame(data={"col1": [2], "col2": [4]})
        data = pd.DataFrame(data={"col1": [1, 2], "col2": [3, 4]})
        dn.write(first_line)
        assert first_line.equals(dn.read())

        lock_time = datetime.now()
        with freezegun.freeze_time(lock_time):
            dn.lock_edit("editor_1")

        with freezegun.freeze_time(lock_time + timedelta(minutes=29)):
            # Should raise exception for wrong editor and expiration date NOT passed
            with pytest.raises(DataNodeIsBeingEdited):
                dn.append(second_line, editor_id="editor_2")

        with freezegun.freeze_time(lock_time + timedelta(minutes=31)):
            # Should succeed with wrong editor but expiration date passed
            dn.append(second_line, editor_id="editor_2")
            assert dn.read().equals(data)

    def test_orchestrator_write_without_editor_id(self):
        dn_config = Config.configure_data_node("A")
        dn = _DataManager._bulk_get_or_create([dn_config])[dn_config]
        dn.lock_edit("editor_1")

        # Orchestrator write without editor_id should succeed
        dn.write("orchestrator_data")
        assert dn.read() == "orchestrator_data"

    def test_editor_fails_writing_a_data_node_locked_by_orchestrator(self):
        dn_config = Config.configure_data_node("A")
        dn = _DataManager._bulk_get_or_create([dn_config])[dn_config]
        dn.lock_edit()  # Locked by orchestrator

        with pytest.raises(DataNodeIsBeingEdited):
            dn.write("data", editor_id="editor_1")

        # Orchestrator write without editor_id should succeed
        dn.write("orchestrator_data", job_id=JobId("job_1"))
        assert dn.read() == "orchestrator_data"

    def test_editor_fails_appending_a_data_node_locked_by_orchestrator(self):
        dn_config = Config.configure_csv_data_node("A")
        dn = _DataManager._bulk_get_or_create([dn_config])[dn_config]
        first_line = pd.DataFrame(data={"col1": [1], "col2": [3]})
        second_line = pd.DataFrame(data={"col1": [2], "col2": [4]})
        data = pd.DataFrame(data={"col1": [1, 2], "col2": [3, 4]})
        dn.write(first_line)
        assert first_line.equals(dn.read())
        dn = _DataManager._bulk_get_or_create([dn_config])[dn_config]
        dn.lock_edit()  # Locked by orchestrator

        with pytest.raises(DataNodeIsBeingEdited):
            dn.append(second_line, editor_id="editor_1")
        assert dn.read().equals(first_line)

        dn.append(second_line, job_id=JobId("job_1"))
        assert dn.read().equals(data)

    def test_track_edit(self):
        dn_config = Config.configure_data_node("A")
        data_node = _DataManager._bulk_get_or_create([dn_config])[dn_config]

        before = datetime.now()
        data_node.track_edit(job_id="job_1")
        data_node.track_edit(editor_id="editor_1")
        data_node.track_edit(comment="This is a comment on this edit")
        data_node.track_edit(editor_id="editor_2", comment="This is another comment on this edit")
        data_node.track_edit(editor_id="editor_3", foo="bar")
        after = datetime.now()
        timestamp = datetime.now()
        data_node.track_edit(timestamp=timestamp)
        _DataManagerFactory._build_manager()._update(data_node)
        # To save the edits because track edit does not save the data node

        assert len(data_node.edits) == 6
        assert data_node.edits[-1] == data_node.get_last_edit()
        assert data_node.last_edit_date == data_node.get_last_edit().get(EDIT_TIMESTAMP_KEY)

        edit_0 = data_node.edits[0]
        assert len(edit_0) == 2
        assert edit_0[EDIT_JOB_ID_KEY] == "job_1"
        assert edit_0[EDIT_TIMESTAMP_KEY] >= before
        assert edit_0[EDIT_TIMESTAMP_KEY] <= after

        edit_1 = data_node.edits[1]
        assert len(edit_1) == 2
        assert edit_1[EDIT_EDITOR_ID_KEY] == "editor_1"
        assert edit_1[EDIT_TIMESTAMP_KEY] >= before
        assert edit_1[EDIT_TIMESTAMP_KEY] <= after

        edit_2 = data_node.edits[2]
        assert len(edit_2) == 2
        assert edit_2[EDIT_COMMENT_KEY] == "This is a comment on this edit"
        assert edit_2[EDIT_TIMESTAMP_KEY] >= before
        assert edit_2[EDIT_TIMESTAMP_KEY] <= after

        edit_3 = data_node.edits[3]
        assert len(edit_3) == 3
        assert edit_3[EDIT_EDITOR_ID_KEY] == "editor_2"
        assert edit_3[EDIT_COMMENT_KEY] == "This is another comment on this edit"
        assert edit_3[EDIT_TIMESTAMP_KEY] >= before
        assert edit_3[EDIT_TIMESTAMP_KEY] <= after

        edit_4 = data_node.edits[4]
        assert len(edit_4) == 3
        assert edit_4[EDIT_EDITOR_ID_KEY] == "editor_3"
        assert edit_4["foo"] == "bar"
        assert edit_4[EDIT_TIMESTAMP_KEY] >= before
        assert edit_4[EDIT_TIMESTAMP_KEY] <= after

        edit_5 = data_node.edits[5]
        assert len(edit_5) == 1
        assert edit_5[EDIT_TIMESTAMP_KEY] == timestamp

    def test_normalize_path(self):
        dn = DataNode(
            config_id="foo_bar",
            scope=Scope.SCENARIO,
            id=DataNodeId("an_id"),
            path=r"data\foo\bar.csv",
        )
        assert dn.config_id == "foo_bar"
        assert dn.scope == Scope.SCENARIO
        assert dn.id == "an_id"
        assert dn.properties["path"] == "data/foo/bar.csv"