incubator-superset0.99/tests/import_export_tests.py

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# or more contributor license agreements.  See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership.  The ASF licenses this file
# to you 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
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# KIND, either express or implied.  See the License for the
# specific language governing permissions and limitations
# under the License.
# isort:skip_file
"""Unit tests for Superset"""
import json
import unittest

from flask import g
from sqlalchemy.orm.session import make_transient

from tests.test_app import app
from superset.utils.dashboard_import_export import decode_dashboards
from superset import db, security_manager
from superset.connectors.druid.models import (
    DruidColumn,
    DruidDatasource,
    DruidMetric,
    DruidCluster,
)
from superset.connectors.sqla.models import SqlaTable, SqlMetric, TableColumn
from superset.models.dashboard import Dashboard
from superset.models.slice import Slice

from .base_tests import SupersetTestCase


class ImportExportTests(SupersetTestCase):
    """Testing export import functionality for dashboards"""

    @classmethod
    def delete_imports(cls):
        with app.app_context():
            # Imported data clean up
            session = db.session
            for slc in session.query(Slice):
                if "remote_id" in slc.params_dict:
                    session.delete(slc)
            for dash in session.query(Dashboard):
                if "remote_id" in dash.params_dict:
                    session.delete(dash)
            for table in session.query(SqlaTable):
                if "remote_id" in table.params_dict:
                    session.delete(table)
            for datasource in session.query(DruidDatasource):
                if "remote_id" in datasource.params_dict:
                    session.delete(datasource)
            session.commit()

    @classmethod
    def setUpClass(cls):
        cls.delete_imports()
        cls.create_druid_test_objects()

    @classmethod
    def tearDownClass(cls):
        cls.delete_imports()

    def create_slice(
        self,
        name,
        ds_id=None,
        id=None,
        db_name="examples",
        table_name="wb_health_population",
    ):
        params = {
            "num_period_compare": "10",
            "remote_id": id,
            "datasource_name": table_name,
            "database_name": db_name,
            "schema": "",
            # Test for trailing commas
            "metrics": ["sum__signup_attempt_email", "sum__signup_attempt_facebook"],
        }

        if table_name and not ds_id:
            table = self.get_table_by_name(table_name)
            if table:
                ds_id = table.id

        return Slice(
            slice_name=name,
            datasource_type="table",
            viz_type="bubble",
            params=json.dumps(params),
            datasource_id=ds_id,
            id=id,
        )

    def create_dashboard(self, title, id=0, slcs=[]):
        json_metadata = {"remote_id": id}
        return Dashboard(
            id=id,
            dashboard_title=title,
            slices=slcs,
            position_json='{"size_y": 2, "size_x": 2}',
            slug="{}_imported".format(title.lower()),
            json_metadata=json.dumps(json_metadata),
        )

    def create_table(self, name, schema="", id=0, cols_names=[], metric_names=[]):
        params = {"remote_id": id, "database_name": "examples"}
        table = SqlaTable(
            id=id, schema=schema, table_name=name, params=json.dumps(params)
        )
        for col_name in cols_names:
            table.columns.append(TableColumn(column_name=col_name))
        for metric_name in metric_names:
            table.metrics.append(SqlMetric(metric_name=metric_name, expression=""))
        return table

    def create_druid_datasource(self, name, id=0, cols_names=[], metric_names=[]):
        cluster_name = "druid_test"
        cluster = self.get_or_create(
            DruidCluster, {"cluster_name": cluster_name}, db.session
        )

        params = {"remote_id": id, "database_name": cluster_name}
        datasource = DruidDatasource(
            id=id,
            datasource_name=name,
            cluster_id=cluster.id,
            params=json.dumps(params),
        )
        for col_name in cols_names:
            datasource.columns.append(DruidColumn(column_name=col_name))
        for metric_name in metric_names:
            datasource.metrics.append(DruidMetric(metric_name=metric_name, json="{}"))
        return datasource

    def get_slice(self, slc_id):
        return db.session.query(Slice).filter_by(id=slc_id).first()

    def get_slice_by_name(self, name):
        return db.session.query(Slice).filter_by(slice_name=name).first()

    def get_dash(self, dash_id):
        return db.session.query(Dashboard).filter_by(id=dash_id).first()

    def get_datasource(self, datasource_id):
        return db.session.query(DruidDatasource).filter_by(id=datasource_id).first()

    def get_table_by_name(self, name):
        return db.session.query(SqlaTable).filter_by(table_name=name).first()

    def assert_dash_equals(self, expected_dash, actual_dash, check_position=True):
        self.assertEqual(expected_dash.slug, actual_dash.slug)
        self.assertEqual(expected_dash.dashboard_title, actual_dash.dashboard_title)
        self.assertEqual(len(expected_dash.slices), len(actual_dash.slices))
        expected_slices = sorted(expected_dash.slices, key=lambda s: s.slice_name or "")
        actual_slices = sorted(actual_dash.slices, key=lambda s: s.slice_name or "")
        for e_slc, a_slc in zip(expected_slices, actual_slices):
            self.assert_slice_equals(e_slc, a_slc)
        if check_position:
            self.assertEqual(expected_dash.position_json, actual_dash.position_json)

    def assert_table_equals(self, expected_ds, actual_ds):
        self.assertEqual(expected_ds.table_name, actual_ds.table_name)
        self.assertEqual(expected_ds.main_dttm_col, actual_ds.main_dttm_col)
        self.assertEqual(expected_ds.schema, actual_ds.schema)
        self.assertEqual(len(expected_ds.metrics), len(actual_ds.metrics))
        self.assertEqual(len(expected_ds.columns), len(actual_ds.columns))
        self.assertEqual(
            set([c.column_name for c in expected_ds.columns]),
            set([c.column_name for c in actual_ds.columns]),
        )
        self.assertEqual(
            set([m.metric_name for m in expected_ds.metrics]),
            set([m.metric_name for m in actual_ds.metrics]),
        )

    def assert_datasource_equals(self, expected_ds, actual_ds):
        self.assertEqual(expected_ds.datasource_name, actual_ds.datasource_name)
        self.assertEqual(expected_ds.main_dttm_col, actual_ds.main_dttm_col)
        self.assertEqual(len(expected_ds.metrics), len(actual_ds.metrics))
        self.assertEqual(len(expected_ds.columns), len(actual_ds.columns))
        self.assertEqual(
            set([c.column_name for c in expected_ds.columns]),
            set([c.column_name for c in actual_ds.columns]),
        )
        self.assertEqual(
            set([m.metric_name for m in expected_ds.metrics]),
            set([m.metric_name for m in actual_ds.metrics]),
        )

    def assert_slice_equals(self, expected_slc, actual_slc):
        # to avoid bad slice data (no slice_name)
        expected_slc_name = expected_slc.slice_name or ""
        actual_slc_name = actual_slc.slice_name or ""
        self.assertEqual(expected_slc_name, actual_slc_name)
        self.assertEqual(expected_slc.datasource_type, actual_slc.datasource_type)
        self.assertEqual(expected_slc.viz_type, actual_slc.viz_type)
        exp_params = json.loads(expected_slc.params)
        actual_params = json.loads(actual_slc.params)
        diff_params_keys = (
            "schema",
            "database_name",
            "datasource_name",
            "remote_id",
            "import_time",
        )
        for k in diff_params_keys:
            if k in actual_params:
                actual_params.pop(k)
            if k in exp_params:
                exp_params.pop(k)
        self.assertEqual(exp_params, actual_params)

    def assert_only_exported_slc_fields(self, expected_dash, actual_dash):
        """ only exported json has this params
            imported/created dashboard has relationships to other models instead
        """
        expected_slices = sorted(expected_dash.slices, key=lambda s: s.slice_name or "")
        actual_slices = sorted(actual_dash.slices, key=lambda s: s.slice_name or "")
        for e_slc, a_slc in zip(expected_slices, actual_slices):
            params = a_slc.params_dict
            self.assertEqual(e_slc.datasource.name, params["datasource_name"])
            self.assertEqual(e_slc.datasource.schema, params["schema"])
            self.assertEqual(e_slc.datasource.database.name, params["database_name"])

    def test_export_1_dashboard(self):
        self.login("admin")
        birth_dash = self.get_dash_by_slug("births")
        id_ = birth_dash.id
        export_dash_url = f"/dashboard/export_dashboards_form?id={id_}&action=go"
        resp = self.client.get(export_dash_url)
        exported_dashboards = json.loads(
            resp.data.decode("utf-8"), object_hook=decode_dashboards
        )["dashboards"]

        birth_dash = self.get_dash_by_slug("births")
        self.assert_only_exported_slc_fields(birth_dash, exported_dashboards[0])
        self.assert_dash_equals(birth_dash, exported_dashboards[0])
        self.assertEqual(
            id_,
            json.loads(
                exported_dashboards[0].json_metadata, object_hook=decode_dashboards
            )["remote_id"],
        )

        exported_tables = json.loads(
            resp.data.decode("utf-8"), object_hook=decode_dashboards
        )["datasources"]
        self.assertEqual(1, len(exported_tables))
        self.assert_table_equals(
            self.get_table_by_name("birth_names"), exported_tables[0]
        )

    def test_export_2_dashboards(self):
        self.login("admin")
        birth_dash = self.get_dash_by_slug("births")
        world_health_dash = self.get_dash_by_slug("world_health")
        export_dash_url = "/dashboard/export_dashboards_form?id={}&id={}&action=go".format(
            birth_dash.id, world_health_dash.id
        )
        resp = self.client.get(export_dash_url)
        resp_data = json.loads(resp.data.decode("utf-8"), object_hook=decode_dashboards)
        exported_dashboards = sorted(
            resp_data.get("dashboards"), key=lambda d: d.dashboard_title
        )
        self.assertEqual(2, len(exported_dashboards))

        birth_dash = self.get_dash_by_slug("births")
        self.assert_only_exported_slc_fields(birth_dash, exported_dashboards[0])
        self.assert_dash_equals(birth_dash, exported_dashboards[0])
        self.assertEqual(
            birth_dash.id, json.loads(exported_dashboards[0].json_metadata)["remote_id"]
        )

        world_health_dash = self.get_dash_by_slug("world_health")
        self.assert_only_exported_slc_fields(world_health_dash, exported_dashboards[1])
        self.assert_dash_equals(world_health_dash, exported_dashboards[1])
        self.assertEqual(
            world_health_dash.id,
            json.loads(exported_dashboards[1].json_metadata)["remote_id"],
        )

        exported_tables = sorted(
            resp_data.get("datasources"), key=lambda t: t.table_name
        )
        self.assertEqual(2, len(exported_tables))
        self.assert_table_equals(
            self.get_table_by_name("birth_names"), exported_tables[0]
        )
        self.assert_table_equals(
            self.get_table_by_name("wb_health_population"), exported_tables[1]
        )

    def test_import_1_slice(self):
        expected_slice = self.create_slice("Import Me", id=10001)
        slc_id = Slice.import_obj(expected_slice, None, import_time=1989)
        slc = self.get_slice(slc_id)
        self.assertEqual(slc.datasource.perm, slc.perm)
        self.assert_slice_equals(expected_slice, slc)

        table_id = self.get_table_by_name("wb_health_population").id
        self.assertEqual(table_id, self.get_slice(slc_id).datasource_id)

    def test_import_2_slices_for_same_table(self):
        table_id = self.get_table_by_name("wb_health_population").id
        # table_id != 666, import func will have to find the table
        slc_1 = self.create_slice("Import Me 1", ds_id=666, id=10002)
        slc_id_1 = Slice.import_obj(slc_1, None)
        slc_2 = self.create_slice("Import Me 2", ds_id=666, id=10003)
        slc_id_2 = Slice.import_obj(slc_2, None)

        imported_slc_1 = self.get_slice(slc_id_1)
        imported_slc_2 = self.get_slice(slc_id_2)
        self.assertEqual(table_id, imported_slc_1.datasource_id)
        self.assert_slice_equals(slc_1, imported_slc_1)
        self.assertEqual(imported_slc_1.datasource.perm, imported_slc_1.perm)

        self.assertEqual(table_id, imported_slc_2.datasource_id)
        self.assert_slice_equals(slc_2, imported_slc_2)
        self.assertEqual(imported_slc_2.datasource.perm, imported_slc_2.perm)

    def test_import_slices_for_non_existent_table(self):
        with self.assertRaises(AttributeError):
            Slice.import_obj(
                self.create_slice("Import Me 3", id=10004, table_name="non_existent"),
                None,
            )

    def test_import_slices_override(self):
        slc = self.create_slice("Import Me New", id=10005)
        slc_1_id = Slice.import_obj(slc, None, import_time=1990)
        slc.slice_name = "Import Me New"
        imported_slc_1 = self.get_slice(slc_1_id)
        slc_2 = self.create_slice("Import Me New", id=10005)
        slc_2_id = Slice.import_obj(slc_2, imported_slc_1, import_time=1990)
        self.assertEqual(slc_1_id, slc_2_id)
        imported_slc_2 = self.get_slice(slc_2_id)
        self.assert_slice_equals(slc, imported_slc_2)

    def test_import_empty_dashboard(self):
        empty_dash = self.create_dashboard("empty_dashboard", id=10001)
        imported_dash_id = Dashboard.import_obj(empty_dash, import_time=1989)
        imported_dash = self.get_dash(imported_dash_id)
        self.assert_dash_equals(empty_dash, imported_dash, check_position=False)

    def test_import_dashboard_1_slice(self):
        slc = self.create_slice("health_slc", id=10006)
        dash_with_1_slice = self.create_dashboard(
            "dash_with_1_slice", slcs=[slc], id=10002
        )
        dash_with_1_slice.position_json = """
            {{"DASHBOARD_VERSION_KEY": "v2",
              "DASHBOARD_CHART_TYPE-{0}": {{
                "type": "DASHBOARD_CHART_TYPE",
                "id": {0},
                "children": [],
                "meta": {{
                  "width": 4,
                  "height": 50,
                  "chartId": {0}
                }}
              }}
            }}
        """.format(
            slc.id
        )
        imported_dash_id = Dashboard.import_obj(dash_with_1_slice, import_time=1990)
        imported_dash = self.get_dash(imported_dash_id)

        expected_dash = self.create_dashboard("dash_with_1_slice", slcs=[slc], id=10002)
        make_transient(expected_dash)
        self.assert_dash_equals(expected_dash, imported_dash, check_position=False)
        self.assertEqual(
            {"remote_id": 10002, "import_time": 1990},
            json.loads(imported_dash.json_metadata),
        )

        expected_position = dash_with_1_slice.position
        # new slice id (auto-incremental) assigned on insert
        # id from json is used only for updating position with new id
        meta = expected_position["DASHBOARD_CHART_TYPE-10006"]["meta"]
        meta["chartId"] = imported_dash.slices[0].id
        self.assertEqual(expected_position, imported_dash.position)

    def test_import_dashboard_2_slices(self):
        e_slc = self.create_slice("e_slc", id=10007, table_name="energy_usage")
        b_slc = self.create_slice("b_slc", id=10008, table_name="birth_names")
        dash_with_2_slices = self.create_dashboard(
            "dash_with_2_slices", slcs=[e_slc, b_slc], id=10003
        )
        dash_with_2_slices.json_metadata = json.dumps(
            {
                "remote_id": 10003,
                "expanded_slices": {
                    "{}".format(e_slc.id): True,
                    "{}".format(b_slc.id): False,
                },
                # mocked filter_scope metadata
                "filter_scopes": {
                    str(e_slc.id): {
                        "region": {"scope": ["ROOT_ID"], "immune": [b_slc.id]}
                    }
                },
            }
        )

        imported_dash_id = Dashboard.import_obj(dash_with_2_slices, import_time=1991)
        imported_dash = self.get_dash(imported_dash_id)

        expected_dash = self.create_dashboard(
            "dash_with_2_slices", slcs=[e_slc, b_slc], id=10003
        )
        make_transient(expected_dash)
        self.assert_dash_equals(imported_dash, expected_dash, check_position=False)
        i_e_slc = self.get_slice_by_name("e_slc")
        i_b_slc = self.get_slice_by_name("b_slc")
        expected_json_metadata = {
            "remote_id": 10003,
            "import_time": 1991,
            "filter_scopes": {
                str(i_e_slc.id): {
                    "region": {"scope": ["ROOT_ID"], "immune": [i_b_slc.id]}
                }
            },
            "expanded_slices": {
                "{}".format(i_e_slc.id): True,
                "{}".format(i_b_slc.id): False,
            },
        }
        self.assertEqual(
            expected_json_metadata, json.loads(imported_dash.json_metadata)
        )

    def test_import_override_dashboard_2_slices(self):
        e_slc = self.create_slice("e_slc", id=10009, table_name="energy_usage")
        b_slc = self.create_slice("b_slc", id=10010, table_name="birth_names")
        dash_to_import = self.create_dashboard(
            "override_dashboard", slcs=[e_slc, b_slc], id=10004
        )
        imported_dash_id_1 = Dashboard.import_obj(dash_to_import, import_time=1992)

        # create new instances of the slices
        e_slc = self.create_slice("e_slc", id=10009, table_name="energy_usage")
        b_slc = self.create_slice("b_slc", id=10010, table_name="birth_names")
        c_slc = self.create_slice("c_slc", id=10011, table_name="birth_names")
        dash_to_import_override = self.create_dashboard(
            "override_dashboard_new", slcs=[e_slc, b_slc, c_slc], id=10004
        )
        imported_dash_id_2 = Dashboard.import_obj(
            dash_to_import_override, import_time=1992
        )

        # override doesn't change the id
        self.assertEqual(imported_dash_id_1, imported_dash_id_2)
        expected_dash = self.create_dashboard(
            "override_dashboard_new", slcs=[e_slc, b_slc, c_slc], id=10004
        )
        make_transient(expected_dash)
        imported_dash = self.get_dash(imported_dash_id_2)
        self.assert_dash_equals(expected_dash, imported_dash, check_position=False)
        self.assertEqual(
            {"remote_id": 10004, "import_time": 1992},
            json.loads(imported_dash.json_metadata),
        )

    def test_import_new_dashboard_slice_reset_ownership(self):
        admin_user = security_manager.find_user(username="admin")
        self.assertTrue(admin_user)
        gamma_user = security_manager.find_user(username="gamma")
        self.assertTrue(gamma_user)
        g.user = gamma_user

        dash_with_1_slice = self._create_dashboard_for_import(id_=10200)
        # set another user as an owner of importing dashboard
        dash_with_1_slice.created_by = admin_user
        dash_with_1_slice.changed_by = admin_user
        dash_with_1_slice.owners = [admin_user]

        imported_dash_id = Dashboard.import_obj(dash_with_1_slice)
        imported_dash = self.get_dash(imported_dash_id)
        self.assertEqual(imported_dash.created_by, gamma_user)
        self.assertEqual(imported_dash.changed_by, gamma_user)
        self.assertEqual(imported_dash.owners, [gamma_user])

        imported_slc = imported_dash.slices[0]
        self.assertEqual(imported_slc.created_by, gamma_user)
        self.assertEqual(imported_slc.changed_by, gamma_user)
        self.assertEqual(imported_slc.owners, [gamma_user])

    def test_import_override_dashboard_slice_reset_ownership(self):
        admin_user = security_manager.find_user(username="admin")
        self.assertTrue(admin_user)
        gamma_user = security_manager.find_user(username="gamma")
        self.assertTrue(gamma_user)
        g.user = gamma_user

        dash_with_1_slice = self._create_dashboard_for_import(id_=10300)

        imported_dash_id = Dashboard.import_obj(dash_with_1_slice)
        imported_dash = self.get_dash(imported_dash_id)
        self.assertEqual(imported_dash.created_by, gamma_user)
        self.assertEqual(imported_dash.changed_by, gamma_user)
        self.assertEqual(imported_dash.owners, [gamma_user])

        imported_slc = imported_dash.slices[0]
        self.assertEqual(imported_slc.created_by, gamma_user)
        self.assertEqual(imported_slc.changed_by, gamma_user)
        self.assertEqual(imported_slc.owners, [gamma_user])

        # re-import with another user shouldn't change the permissions
        g.user = admin_user

        dash_with_1_slice = self._create_dashboard_for_import(id_=10300)

        imported_dash_id = Dashboard.import_obj(dash_with_1_slice)
        imported_dash = self.get_dash(imported_dash_id)
        self.assertEqual(imported_dash.created_by, gamma_user)
        self.assertEqual(imported_dash.changed_by, gamma_user)
        self.assertEqual(imported_dash.owners, [gamma_user])

        imported_slc = imported_dash.slices[0]
        self.assertEqual(imported_slc.created_by, gamma_user)
        self.assertEqual(imported_slc.changed_by, gamma_user)
        self.assertEqual(imported_slc.owners, [gamma_user])

    def _create_dashboard_for_import(self, id_=10100):
        slc = self.create_slice("health_slc" + str(id_), id=id_ + 1)
        dash_with_1_slice = self.create_dashboard(
            "dash_with_1_slice" + str(id_), slcs=[slc], id=id_ + 2
        )
        dash_with_1_slice.position_json = """
                {{"DASHBOARD_VERSION_KEY": "v2",
                "DASHBOARD_CHART_TYPE-{0}": {{
                    "type": "DASHBOARD_CHART_TYPE",
                    "id": {0},
                    "children": [],
                    "meta": {{
                    "width": 4,
                    "height": 50,
                    "chartId": {0}
                    }}
                }}
                }}
            """.format(
            slc.id
        )
        return dash_with_1_slice

    def test_import_table_no_metadata(self):
        table = self.create_table("pure_table", id=10001)
        imported_id = SqlaTable.import_obj(table, import_time=1989)
        imported = self.get_table(imported_id)
        self.assert_table_equals(table, imported)

    def test_import_table_1_col_1_met(self):
        table = self.create_table(
            "table_1_col_1_met", id=10002, cols_names=["col1"], metric_names=["metric1"]
        )
        imported_id = SqlaTable.import_obj(table, import_time=1990)
        imported = self.get_table(imported_id)
        self.assert_table_equals(table, imported)
        self.assertEqual(
            {"remote_id": 10002, "import_time": 1990, "database_name": "examples"},
            json.loads(imported.params),
        )

    def test_import_table_2_col_2_met(self):
        table = self.create_table(
            "table_2_col_2_met",
            id=10003,
            cols_names=["c1", "c2"],
            metric_names=["m1", "m2"],
        )
        imported_id = SqlaTable.import_obj(table, import_time=1991)

        imported = self.get_table(imported_id)
        self.assert_table_equals(table, imported)

    def test_import_table_override(self):
        table = self.create_table(
            "table_override", id=10003, cols_names=["col1"], metric_names=["m1"]
        )
        imported_id = SqlaTable.import_obj(table, import_time=1991)

        table_over = self.create_table(
            "table_override",
            id=10003,
            cols_names=["new_col1", "col2", "col3"],
            metric_names=["new_metric1"],
        )
        imported_over_id = SqlaTable.import_obj(table_over, import_time=1992)

        imported_over = self.get_table(imported_over_id)
        self.assertEqual(imported_id, imported_over.id)
        expected_table = self.create_table(
            "table_override",
            id=10003,
            metric_names=["new_metric1", "m1"],
            cols_names=["col1", "new_col1", "col2", "col3"],
        )
        self.assert_table_equals(expected_table, imported_over)

    def test_import_table_override_identical(self):
        table = self.create_table(
            "copy_cat",
            id=10004,
            cols_names=["new_col1", "col2", "col3"],
            metric_names=["new_metric1"],
        )
        imported_id = SqlaTable.import_obj(table, import_time=1993)

        copy_table = self.create_table(
            "copy_cat",
            id=10004,
            cols_names=["new_col1", "col2", "col3"],
            metric_names=["new_metric1"],
        )
        imported_id_copy = SqlaTable.import_obj(copy_table, import_time=1994)

        self.assertEqual(imported_id, imported_id_copy)
        self.assert_table_equals(copy_table, self.get_table(imported_id))

    def test_import_druid_no_metadata(self):
        datasource = self.create_druid_datasource("pure_druid", id=10001)
        imported_id = DruidDatasource.import_obj(datasource, import_time=1989)
        imported = self.get_datasource(imported_id)
        self.assert_datasource_equals(datasource, imported)

    def test_import_druid_1_col_1_met(self):
        datasource = self.create_druid_datasource(
            "druid_1_col_1_met", id=10002, cols_names=["col1"], metric_names=["metric1"]
        )
        imported_id = DruidDatasource.import_obj(datasource, import_time=1990)
        imported = self.get_datasource(imported_id)
        self.assert_datasource_equals(datasource, imported)
        self.assertEqual(
            {"remote_id": 10002, "import_time": 1990, "database_name": "druid_test"},
            json.loads(imported.params),
        )

    def test_import_druid_2_col_2_met(self):
        datasource = self.create_druid_datasource(
            "druid_2_col_2_met",
            id=10003,
            cols_names=["c1", "c2"],
            metric_names=["m1", "m2"],
        )
        imported_id = DruidDatasource.import_obj(datasource, import_time=1991)
        imported = self.get_datasource(imported_id)
        self.assert_datasource_equals(datasource, imported)

    def test_import_druid_override(self):
        datasource = self.create_druid_datasource(
            "druid_override", id=10004, cols_names=["col1"], metric_names=["m1"]
        )
        imported_id = DruidDatasource.import_obj(datasource, import_time=1991)
        table_over = self.create_druid_datasource(
            "druid_override",
            id=10004,
            cols_names=["new_col1", "col2", "col3"],
            metric_names=["new_metric1"],
        )
        imported_over_id = DruidDatasource.import_obj(table_over, import_time=1992)

        imported_over = self.get_datasource(imported_over_id)
        self.assertEqual(imported_id, imported_over.id)
        expected_datasource = self.create_druid_datasource(
            "druid_override",
            id=10004,
            metric_names=["new_metric1", "m1"],
            cols_names=["col1", "new_col1", "col2", "col3"],
        )
        self.assert_datasource_equals(expected_datasource, imported_over)

    def test_import_druid_override_identical(self):
        datasource = self.create_druid_datasource(
            "copy_cat",
            id=10005,
            cols_names=["new_col1", "col2", "col3"],
            metric_names=["new_metric1"],
        )
        imported_id = DruidDatasource.import_obj(datasource, import_time=1993)

        copy_datasource = self.create_druid_datasource(
            "copy_cat",
            id=10005,
            cols_names=["new_col1", "col2", "col3"],
            metric_names=["new_metric1"],
        )
        imported_id_copy = DruidDatasource.import_obj(copy_datasource, import_time=1994)

        self.assertEqual(imported_id, imported_id_copy)
        self.assert_datasource_equals(copy_datasource, self.get_datasource(imported_id))


if __name__ == "__main__":
    unittest.main()