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superset_test.py
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"""
Tests for ``preset_cli.api.clients.superset``.
"""
# pylint: disable=too-many-lines, trailing-whitespace, line-too-long, use-implicit-booleaness-not-comparison
import json
from io import BytesIO
from unittest import mock
from urllib.parse import unquote_plus
from uuid import UUID
from zipfile import ZipFile, is_zipfile
import pytest
import yaml
from pytest_mock import MockerFixture
from requests_mock.mocker import Mocker
from yarl import URL
from preset_cli import __version__
from preset_cli.api.clients.superset import (
RoleType,
RuleType,
SupersetClient,
convert_to_adhoc_column,
convert_to_adhoc_metric,
parse_html_array,
)
from preset_cli.api.operators import OneToMany
from preset_cli.auth.main import Auth
from preset_cli.exceptions import ErrorLevel, SupersetError
def test_run_query(mocker: MockerFixture, requests_mock: Mocker) -> None:
"""
Test the ``run_query`` method.
"""
_logger = mocker.patch("preset_cli.api.clients.superset._logger")
mocker.patch("preset_cli.api.clients.superset.shortid", return_value="5b8f4d8c89")
requests_mock.post(
"https://superset.example.org/api/v1/sqllab/execute/",
json={
"query_id": 2,
"status": "success",
"data": [{"value": 1}],
"columns": [{"name": "value", "type": "INT", "is_date": False}],
"selected_columns": [{"name": "value", "type": "INT", "is_date": False}],
"expanded_columns": [],
"query": {
"changedOn": "2022-03-25T15:37:00.393660",
"changed_on": "2022-03-25T15:37:00.393660",
"dbId": 1,
"db": "examples",
"endDttm": 1648222620417.808,
"errorMessage": None,
"executedSql": "SELECT 1 AS value\nLIMIT 1001",
"id": "IrwwY8Ky14",
"queryId": 2,
"limit": 1000,
"limitingFactor": "NOT_LIMITED",
"progress": 100,
"rows": 1,
"schema": "public",
"ctas": False,
"serverId": 2,
"sql": "SELECT 1 AS value",
"sqlEditorId": "1",
"startDttm": 1648222620279.198000,
"state": "success",
"tab": "Untitled Query 1",
"tempSchema": None,
"tempTable": None,
"userId": 1,
"user": "admin admin",
"resultsKey": None,
"trackingUrl": None,
"extra": {"cancel_query": 35121, "progress": None},
},
},
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
results = client.run_query(database_id=1, sql="SELECT 1 AS value", limit=10)
assert results.to_dict() == {"value": {0: 1}}
_logger.debug.assert_called_with(
"POST %s\n%s",
URL("https://superset.example.org/api/v1/sqllab/execute/"),
"""{
"client_id": "5b8f4d8c89",
"database_id": 1,
"json": true,
"runAsync": false,
"schema": null,
"sql": "SELECT 1 AS value",
"sql_editor_id": "1",
"tab": "Untitled Query 2",
"tmp_table_name": "",
"select_as_cta": false,
"ctas_method": "TABLE",
"queryLimit": 10,
"expand_data": true
}""",
)
def test_run_query_legacy_endpoint(
mocker: MockerFixture,
requests_mock: Mocker,
) -> None:
"""
Test the ``run_query`` method for legacy Superset instances.
"""
_logger = mocker.patch("preset_cli.api.clients.superset._logger")
mocker.patch("preset_cli.api.clients.superset.shortid", return_value="5b8f4d8c89")
# Mock POST request to new endpoint
requests_mock.post(
"https://superset.example.org/api/v1/sqllab/execute/",
status_code=404,
)
# Mock POST request to legacy endpoint
requests_mock.post(
"https://superset.example.org/superset/sql_json/",
json={
"query_id": 2,
"status": "success",
"data": [{"value": 1}],
"columns": [{"name": "value", "type": "INT", "is_date": False}],
"selected_columns": [{"name": "value", "type": "INT", "is_date": False}],
"expanded_columns": [],
"query": {
"changedOn": "2022-03-25T15:37:00.393660",
"changed_on": "2022-03-25T15:37:00.393660",
"dbId": 1,
"db": "examples",
"endDttm": 1648222620417.808,
"errorMessage": None,
"executedSql": "SELECT 1 AS value\nLIMIT 1001",
"id": "IrwwY8Ky14",
"queryId": 2,
"limit": 1000,
"limitingFactor": "NOT_LIMITED",
"progress": 100,
"rows": 1,
"schema": "public",
"ctas": False,
"serverId": 2,
"sql": "SELECT 1 AS value",
"sqlEditorId": "1",
"startDttm": 1648222620279.198000,
"state": "success",
"tab": "Untitled Query 1",
"tempSchema": None,
"tempTable": None,
"userId": 1,
"user": "admin admin",
"resultsKey": None,
"trackingUrl": None,
"extra": {"cancel_query": 35121, "progress": None},
},
},
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
results = client.run_query(database_id=1, sql="SELECT 1 AS value", limit=10)
assert results.to_dict() == {"value": {0: 1}}
# Assert request to new endpoint was made first
_logger.debug.assert_any_call(
"POST %s\n%s",
URL("https://superset.example.org/api/v1/sqllab/execute/"),
"""{
"client_id": "5b8f4d8c89",
"database_id": 1,
"json": true,
"runAsync": false,
"schema": null,
"sql": "SELECT 1 AS value",
"sql_editor_id": "1",
"tab": "Untitled Query 2",
"tmp_table_name": "",
"select_as_cta": false,
"ctas_method": "TABLE",
"queryLimit": 10,
"expand_data": true
}""",
)
# Assert request to legacy endpoint then
_logger.debug.assert_called_with(
"POST %s\n%s",
URL("https://superset.example.org/superset/sql_json/"),
"""{
"client_id": "5b8f4d8c89",
"database_id": 1,
"json": true,
"runAsync": false,
"schema": null,
"sql": "SELECT 1 AS value",
"sql_editor_id": "1",
"tab": "Untitled Query 2",
"tmp_table_name": "",
"select_as_cta": false,
"ctas_method": "TABLE",
"queryLimit": 10,
"expand_data": true
}""",
)
def test_run_query_error(requests_mock: Mocker) -> None:
"""
Test the ``run_query`` method when an error occurs.
"""
errors = [
{
"message": "Only SELECT statements are allowed against this database.",
"error_type": "DML_NOT_ALLOWED_ERROR",
"level": "error",
"extra": {
"issue_codes": [
{
"code": 1022,
"message": (
"Issue 1022 - Database does not allow data manipulation."
),
},
],
},
},
]
requests_mock.post(
"https://superset.example.org/api/v1/sqllab/execute/",
json={"errors": errors},
headers={"Content-Type": "application/json"},
status_code=400,
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
with pytest.raises(SupersetError) as excinfo:
client.run_query(database_id=1, sql="SSELECT 1 AS value", limit=10)
assert excinfo.value.errors == [
{
"message": "Only SELECT statements are allowed against this database.",
"error_type": "DML_NOT_ALLOWED_ERROR",
"level": ErrorLevel.ERROR,
"extra": {
"issue_codes": [
{
"code": 1022,
"message": "Issue 1022 - Database does not allow data manipulation.",
},
],
},
},
]
def test_convert_to_adhoc_metric(mocker: MockerFixture) -> None:
"""
Test ``convert_to_adhoc_metric``.
"""
mocker.patch("preset_cli.api.clients.superset.uuid4", return_value=1234)
assert convert_to_adhoc_metric("COUNT(*)") == {
"aggregate": None,
"column": None,
"expressionType": "SQL",
"hasCustomLabel": False,
"isNew": False,
"label": "COUNT(*)",
"optionName": "metric_1234",
"sqlExpression": "COUNT(*)",
}
def test_convert_to_adhoc_column() -> None:
"""
Test ``convert_to_adhoc_column`..
"""
assert convert_to_adhoc_column("UPPER(name)") == {
"label": "UPPER(name)",
"sqlExpression": "UPPER(name)",
}
def test_get_data(requests_mock: Mocker) -> None:
"""
Test the ``get_data`` method.
"""
requests_mock.get(
"https://superset.example.org/api/v1/dataset/27",
json={
"description_columns": {},
"id": 27,
"label_columns": {
"cache_timeout": "Cache Timeout",
"columns.changed_on": "Columns Changed On",
"columns.column_name": "Columns Column Name",
"columns.created_on": "Columns Created On",
"columns.description": "Columns Description",
"columns.expression": "Columns Expression",
"columns.extra": "Columns Extra",
"columns.filterable": "Columns Filterable",
"columns.groupby": "Columns Groupby",
"columns.id": "Columns Id",
"columns.is_active": "Columns Is Active",
"columns.is_dttm": "Columns Is Dttm",
"columns.python_date_format": "Columns Python Date Format",
"columns.type": "Columns Type",
"columns.type_generic": "Columns Type Generic",
"columns.uuid": "Columns Uuid",
"columns.verbose_name": "Columns Verbose Name",
"database.backend": "Database Backend",
"database.database_name": "Database Database Name",
"database.id": "Database Id",
"datasource_type": "Datasource Type",
"default_endpoint": "Default Endpoint",
"description": "Description",
"extra": "Extra",
"fetch_values_predicate": "Fetch Values Predicate",
"filter_select_enabled": "Filter Select Enabled",
"id": "Id",
"is_sqllab_view": "Is Sqllab View",
"main_dttm_col": "Main Dttm Col",
"metrics": "Metrics",
"offset": "Offset",
"owners.first_name": "Owners First Name",
"owners.id": "Owners Id",
"owners.last_name": "Owners Last Name",
"owners.username": "Owners Username",
"schema": "Schema",
"sql": "Sql",
"table_name": "Table Name",
"template_params": "Template Params",
"url": "Url",
},
"result": {
"cache_timeout": None,
"columns": [
{
"changed_on": "2022-03-27T13:21:33.957609",
"column_name": "ts",
"created_on": "2022-03-27T13:21:33.957602",
"description": None,
"expression": None,
"extra": None,
"filterable": True,
"groupby": True,
"id": 841,
"is_active": True,
"is_dttm": True,
"python_date_format": None,
"type": "TIMESTAMP WITHOUT TIME ZONE",
"type_generic": 2,
"uuid": "e607d7fd-90bf-4420-a35e-9dc7af555e0d",
"verbose_name": None,
},
{
"changed_on": "2022-03-27T13:21:33.958499",
"column_name": "name",
"created_on": "2022-03-27T13:21:33.958493",
"description": None,
"expression": None,
"extra": None,
"filterable": True,
"groupby": True,
"id": 842,
"is_active": True,
"is_dttm": False,
"python_date_format": None,
"type": "VARCHAR(255)",
"type_generic": 1,
"uuid": "76a523f0-1aad-4608-87a4-daf22172e1da",
"verbose_name": None,
},
{
"changed_on": "2022-03-27T13:21:33.975750",
"column_name": "text",
"created_on": "2022-03-27T13:21:33.975743",
"description": None,
"expression": None,
"extra": None,
"filterable": True,
"groupby": True,
"id": 843,
"is_active": True,
"is_dttm": False,
"python_date_format": None,
"type": "TEXT",
"type_generic": 1,
"uuid": "610b91b0-e8de-4703-bbe9-5b27fb6c6a4e",
"verbose_name": None,
},
],
"database": {
"backend": "postgresql",
"database_name": "superset_examples_dev",
"id": 3,
},
"datasource_type": "table",
"default_endpoint": None,
"description": "",
"extra": json.dumps(
{
"resource_type": "model",
"unique_id": "model.superset_examples.messages_channels",
"depends_on": "ref('messages_channels')",
},
),
"fetch_values_predicate": None,
"filter_select_enabled": False,
"id": 27,
"is_sqllab_view": False,
"main_dttm_col": "ts",
"metrics": [
{
"changed_on": "2022-03-27T13:21:34.298657",
"created_on": "2022-03-27T13:21:34.248023",
"d3format": None,
"description": "",
"expression": "count(*)",
"extra": None,
"id": 35,
"metric_name": "cnt",
"metric_type": "count",
"uuid": "c4b74ceb-a19c-494a-9b90-9c68ed5bc8cb",
"verbose_name": "count(*)",
"warning_text": None,
},
],
"offset": 0,
"owners": [],
"schema": "public",
"sql": None,
"table_name": "messages_channels",
"template_params": None,
"url": "/tablemodelview/edit/27",
},
"show_columns": [
"id",
"database.database_name",
"database.id",
"table_name",
"sql",
"filter_select_enabled",
"fetch_values_predicate",
"schema",
"description",
"main_dttm_col",
"offset",
"default_endpoint",
"cache_timeout",
"is_sqllab_view",
"template_params",
"owners.id",
"owners.username",
"owners.first_name",
"owners.last_name",
"columns.changed_on",
"columns.column_name",
"columns.created_on",
"columns.description",
"columns.expression",
"columns.filterable",
"columns.groupby",
"columns.id",
"columns.is_active",
"columns.extra",
"columns.is_dttm",
"columns.python_date_format",
"columns.type",
"columns.uuid",
"columns.verbose_name",
"metrics",
"datasource_type",
"url",
"extra",
"columns.type_generic",
"database.backend",
],
"show_title": "Show Sqla Table",
},
)
requests_mock.post(
"https://superset.example.org/api/v1/chart/data",
json={
"result": [
{
"cache_key": "ddf314a4bb44dd7f4a2f5b880e3c2503",
"cached_dttm": None,
"cache_timeout": 300,
"applied_template_filters": [],
"annotation_data": {},
"error": None,
"is_cached": None,
"query": """SELECT name AS name,
count(*) AS cnt
FROM public.messages_channels
GROUP BY name
LIMIT 10000;
""",
"status": "success",
"stacktrace": None,
"rowcount": 29,
"from_dttm": None,
"to_dttm": None,
"colnames": ["name", "cnt"],
"indexnames": [
0,
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
20,
21,
22,
23,
24,
25,
26,
27,
28,
],
"coltypes": [1, 0],
"data": [
{"name": "newsletter", "cnt": 8},
{"name": "support", "cnt": 114},
{"name": "dashboard-level-access", "cnt": 57},
{"name": "beginners", "cnt": 368},
{"name": "community-feedback", "cnt": 27},
{"name": "graduation", "cnt": 38},
{"name": "superset_stage_alerts", "cnt": 3},
{"name": "contributing", "cnt": 29},
{"name": "github-notifications", "cnt": 2975},
{"name": "helm-k8-deployment", "cnt": 72},
{"name": "globalnav_search", "cnt": 1},
{"name": "design", "cnt": 4},
{"name": "localization", "cnt": 7},
{"name": "commits", "cnt": 1},
{"name": "apache-releases", "cnt": 53},
{"name": "jobs", "cnt": 22},
{"name": "general", "cnt": 383},
{"name": "announcements", "cnt": 19},
{"name": "visualization_plugins", "cnt": 50},
{"name": "product_feedback", "cnt": 41},
{"name": "dashboard-filters", "cnt": 75},
{"name": "superset-champions", "cnt": 40},
{"name": "introductions", "cnt": 141},
{"name": "embedd-dashboards", "cnt": 10},
{"name": "cypress-tests", "cnt": 7},
{"name": "superset_prod_reports", "cnt": 3},
{"name": "feature-requests", "cnt": 22},
{"name": "dashboards", "cnt": 87},
{"name": "developers", "cnt": 27},
],
"result_format": "json",
"applied_filters": [],
"rejected_filters": [],
},
],
},
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
results = client.get_data(27, ["cnt"], ["name"])
assert results.to_dict() == {
"name": {
0: "newsletter",
1: "support",
2: "dashboard-level-access",
3: "beginners",
4: "community-feedback",
5: "graduation",
6: "superset_stage_alerts",
7: "contributing",
8: "github-notifications",
9: "helm-k8-deployment",
10: "globalnav_search",
11: "design",
12: "localization",
13: "commits",
14: "apache-releases",
15: "jobs",
16: "general",
17: "announcements",
18: "visualization_plugins",
19: "product_feedback",
20: "dashboard-filters",
21: "superset-champions",
22: "introductions",
23: "embedd-dashboards",
24: "cypress-tests",
25: "superset_prod_reports",
26: "feature-requests",
27: "dashboards",
28: "developers",
},
"cnt": {
0: 8,
1: 114,
2: 57,
3: 368,
4: 27,
5: 38,
6: 3,
7: 29,
8: 2975,
9: 72,
10: 1,
11: 4,
12: 7,
13: 1,
14: 53,
15: 22,
16: 383,
17: 19,
18: 50,
19: 41,
20: 75,
21: 40,
22: 141,
23: 10,
24: 7,
25: 3,
26: 22,
27: 87,
28: 27,
},
}
def test_get_data_parameters(mocker: MockerFixture, requests_mock: Mocker) -> None:
"""
Test different parameters passed to ``get_data``.
"""
requests_mock.get(
"https://superset.example.org/api/v1/dataset/27",
json={
"result": {
"columns": [],
"metrics": [],
},
},
)
post_mock = requests_mock.post(
"https://superset.example.org/api/v1/chart/data",
json={
"result": [
{
"data": [{"a": 1}],
},
],
},
)
mocker.patch("preset_cli.api.clients.superset.uuid4", return_value=1234)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
client.get_data(
27,
["cnt"],
["name"],
time_column="ts",
is_timeseries=True,
granularity="P1M",
)
assert post_mock.last_request.json() == {
"datasource": {"id": 27, "type": "table"},
"force": False,
"queries": [
{
"annotation_layers": [],
"applied_time_extras": {},
"columns": [{"label": "name", "sqlExpression": "name"}],
"custom_form_data": {},
"custom_params": {},
"extras": {
"having": "",
"having_druid": [],
"where": "",
"time_grain_sqla": "P1M",
},
"filters": [],
"is_timeseries": True,
"metrics": [
{
"aggregate": None,
"column": None,
"expressionType": "SQL",
"hasCustomLabel": False,
"isNew": False,
"label": "cnt",
"optionName": "metric_1234",
"sqlExpression": "cnt",
},
],
"order_desc": True,
"orderby": [],
"row_limit": 10000,
"time_range": "No filter",
"timeseries_limit": 0,
"url_params": {},
"granularity": "ts",
},
],
"result_format": "json",
"result_type": "full",
}
def test_get_data_time_column_error(requests_mock: Mocker) -> None:
"""
Test when the time column is ambiguous in ``get_data``.
"""
requests_mock.get(
"https://superset.example.org/api/v1/dataset/27",
json={
"result": {
"columns": [
{"column_name": "event_time", "is_dttm": True},
{"column_name": "server_time", "is_dttm": True},
],
"metrics": [],
},
},
)
requests_mock.post(
"https://superset.example.org/api/v1/chart/data",
json={
"result": [
{
"data": [{"a": 1}],
},
],
},
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
with pytest.raises(Exception) as excinfo:
client.get_data(27, ["cnt"], ["name"])
assert str(excinfo.value) == (
"Unable to determine time column, please pass `time_series` "
"as one of: event_time, server_time"
)
def test_get_data_error(requests_mock: Mocker) -> None:
"""
Test ``get_data`` with a generic error.
"""
requests_mock.get(
"https://superset.example.org/api/v1/dataset/27",
json={
"result": {
"columns": [],
"metrics": [],
},
},
)
requests_mock.post(
"https://superset.example.org/api/v1/chart/data",
json={"errors": [{"message": "An error occurred"}]},
headers={"Content-Type": "application/json"},
status_code=500,
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
with pytest.raises(SupersetError) as excinfo:
client.get_data(27, ["cnt"], ["name"], time_column="ts")
assert excinfo.value.errors == [{"message": "An error occurred"}]
def test_get_resource(requests_mock: Mocker) -> None:
"""
Test the generic ``get_resource`` method.
"""
# the payload schema is irrelevant, since it's passed through unmodified
requests_mock.get(
"https://superset.example.org/api/v1/database/1",
json={"result": {"Hello": "world"}},
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
response = client.get_resource("database", 1)
assert response == {"Hello": "world"}
assert (
requests_mock.last_request.headers["Referer"] == "https://superset.example.org/"
)
def test_get_resources(requests_mock: Mocker) -> None:
"""
Test the generic ``get_resources`` method.
"""
# the payload schema is irrelevant, since it's passed through unmodified
requests_mock.get(
"https://superset.example.org/api/v1/database/?q="
"(filters:!(),order_column:changed_on_delta_humanized,"
"order_direction:desc,page:0,page_size:100)",
json={"result": [1]},
)
requests_mock.get(
"https://superset.example.org/api/v1/database/?q="
"(filters:!(),order_column:changed_on_delta_humanized,"
"order_direction:desc,page:1,page_size:100)",
json={"result": [2]},
)
requests_mock.get(
"https://superset.example.org/api/v1/database/?q="
"(filters:!(),order_column:changed_on_delta_humanized,"
"order_direction:desc,page:2,page_size:100)",
json={"result": []},
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
response = client.get_resources("database")
assert response == [1, 2]
assert (
requests_mock.last_request.headers["Referer"] == "https://superset.example.org/"
)
def test_get_resources_filtered_equal(requests_mock: Mocker) -> None:
"""
Test the generic ``get_resources`` method with an equal filter.
"""
# the payload schema is irrelevant, since it's passed through unmodified
requests_mock.get(
"https://superset.example.org/api/v1/database/?q="
"(filters:!((col:database_name,opr:eq,value:my_db)),"
"order_column:changed_on_delta_humanized,"
"order_direction:desc,page:0,page_size:100)",
json={"result": [{"Hello": "world"}]},
)
requests_mock.get(
"https://superset.example.org/api/v1/database/?q="
"(filters:!((col:database_name,opr:eq,value:my_db)),"
"order_column:changed_on_delta_humanized,"
"order_direction:desc,page:1,page_size:100)",
json={"result": []},
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
response = client.get_resources("database", database_name="my_db")
assert response == [{"Hello": "world"}]
assert (
requests_mock.last_request.headers["Referer"] == "https://superset.example.org/"
)
def test_get_resources_filtered_one_to_many(requests_mock: Mocker) -> None:
"""
Test the generic ``get_resources`` method with a one-to-many filter.
"""
# the payload schema is irrelevant, since it's passed through unmodified
requests_mock.get(
"https://superset.example.org/api/v1/database/?q="
"(filters:!((col:database,opr:rel_o_m,value:1)),"
"order_column:changed_on_delta_humanized,"
"order_direction:desc,page:0,page_size:100)",
json={"result": [{"Hello": "world"}]},
)
requests_mock.get(
"https://superset.example.org/api/v1/database/?q="
"(filters:!((col:database,opr:rel_o_m,value:1)),"
"order_column:changed_on_delta_humanized,"
"order_direction:desc,page:1,page_size:100)",
json={"result": []},
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
response = client.get_resources("database", database=OneToMany(1))
assert response == [{"Hello": "world"}]
assert (
requests_mock.last_request.headers["Referer"] == "https://superset.example.org/"
)
def test_create_resource(requests_mock: Mocker) -> None:
"""
Test the generic ``create_resource`` method.
"""
requests_mock.post(
"https://superset.example.org/api/v1/database/",
json={"Hello": "world"},
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
response = client.create_resource(
"database",
database_name="my_db",
sqlalchemy_uri="gsheets://",
)
assert response == {"Hello": "world"}
assert (
requests_mock.last_request.headers["Referer"] == "https://superset.example.org/"
)
assert requests_mock.last_request.json() == {
"database_name": "my_db",
"sqlalchemy_uri": "gsheets://",
}
def test_update_resource(requests_mock: Mocker) -> None:
"""
Test the generic ``update_resource`` method.
"""
requests_mock.put(
"https://superset.example.org/api/v1/database/1",
json={"Hello": "world"},
)
auth = Auth()
client = SupersetClient("https://superset.example.org/", auth)
response = client.update_resource(
resource_name="database",
resource_id=1,
database_name="my_other_db",
)
assert response == {"Hello": "world"}
assert (
requests_mock.last_request.headers["Referer"] == "https://superset.example.org/"
)
assert requests_mock.last_request.json() == {
"database_name": "my_other_db",
}
def test_get_resource_endpoint_info(requests_mock: Mocker) -> None:
"""
Test the ``get_resource_endpoint_info`` method.
"""
expected_response = json.dumps(
{
"add_columns": [
{
"description": "",
"label": "Database",
"name": "database",
"required": True,
"type": "Integer",
"unique": False,
},
{
"description": "",
"label": "Schema",
"name": "schema",
"required": False,
"type": "String",
"unique": False,
"validate": ["<Length(min=0, max=250, equal=None, error=None)>"],
},
{
"description": "",
"label": "Table Name",
"name": "table_name",
"required": True,
"type": "String",
"unique": False,