2016-11-10 02:08:22 -05:00
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"""Unit tests for Superset"""
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2016-04-20 18:08:10 -04:00
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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from __future__ import unicode_literals
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2016-08-30 00:55:31 -04:00
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import csv
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2017-11-20 11:33:18 -05:00
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import datetime
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2016-02-10 12:34:09 -05:00
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import doctest
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2017-11-07 23:23:40 -05:00
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import io
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import json
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2017-03-10 12:11:51 -05:00
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import logging
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2017-11-28 00:07:12 -05:00
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import os
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2016-09-11 10:39:07 -04:00
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import random
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2017-11-28 00:07:12 -05:00
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import string
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2015-09-26 18:55:33 -04:00
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import unittest
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2016-03-28 11:09:46 -04:00
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from flask import escape
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import pandas as pd
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import psycopg2
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import sqlalchemy as sqla
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2017-11-20 11:33:18 -05:00
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from superset import appbuilder, dataframe, db, jinja_context, sm, sql_lab, utils
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from superset.connectors.sqla.models import SqlaTable
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from superset.models import core as models
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from superset.models.sql_lab import Query
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from superset.views.core import DatabaseView
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2016-11-10 02:08:22 -05:00
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from .base_tests import SupersetTestCase
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2015-09-26 18:55:33 -04:00
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2016-11-10 02:08:22 -05:00
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class CoreTests(SupersetTestCase):
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requires_examples = True
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2016-04-20 18:08:10 -04:00
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def __init__(self, *args, **kwargs):
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super(CoreTests, self).__init__(*args, **kwargs)
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2016-06-12 14:01:16 -04:00
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@classmethod
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def setUpClass(cls):
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cls.table_ids = {tbl.table_name: tbl.id for tbl in (
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db.session
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.query(SqlaTable)
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.all()
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)}
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def setUp(self):
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db.session.query(Query).delete()
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db.session.query(models.DatasourceAccessRequest).delete()
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db.session.query(models.Log).delete()
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def tearDown(self):
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db.session.query(Query).delete()
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def test_login(self):
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resp = self.get_resp(
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'/login/',
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data=dict(username='admin', password='general'))
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self.assertIn('Welcome', resp)
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resp = self.get_resp('/logout/', follow_redirects=True)
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self.assertIn('User confirmation needed', resp)
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resp = self.get_resp(
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'/login/',
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data=dict(username='admin', password='wrongPassword'))
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self.assertNotIn('Welcome', resp)
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self.assertIn('User confirmation needed', resp)
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def test_welcome(self):
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self.login()
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resp = self.client.get('/superset/welcome')
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assert 'Welcome' in resp.data.decode('utf-8')
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def test_slice_endpoint(self):
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self.login(username='admin')
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slc = self.get_slice('Girls', db.session)
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resp = self.get_resp('/superset/slice/{}/'.format(slc.id))
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assert 'Time Column' in resp
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assert 'List Roles' in resp
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# Testing overrides
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resp = self.get_resp(
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'/superset/slice/{}/?standalone=true'.format(slc.id))
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assert 'List Roles' not in resp
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def test_slice_json_endpoint(self):
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self.login(username='admin')
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slc = self.get_slice('Girls', db.session)
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json_endpoint = (
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'/superset/explore_json/{}/{}?form_data={}'
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.format(slc.datasource_type, slc.datasource_id, json.dumps(slc.viz.form_data))
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)
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resp = self.get_resp(json_endpoint)
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assert '"Jennifer"' in resp
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def test_slice_csv_endpoint(self):
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self.login(username='admin')
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slc = self.get_slice('Girls', db.session)
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csv_endpoint = (
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'/superset/explore_json/{}/{}?csv=true&form_data={}'
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.format(slc.datasource_type, slc.datasource_id, json.dumps(slc.viz.form_data))
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)
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resp = self.get_resp(csv_endpoint)
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assert 'Jennifer,' in resp
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2016-09-22 12:53:14 -04:00
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def test_admin_only_permissions(self):
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def assert_admin_permission_in(role_name, assert_func):
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role = sm.find_role(role_name)
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permissions = [p.permission.name for p in role.permissions]
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assert_func('can_sync_druid_source', permissions)
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assert_func('can_approve', permissions)
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assert_admin_permission_in('Admin', self.assertIn)
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assert_admin_permission_in('Alpha', self.assertNotIn)
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assert_admin_permission_in('Gamma', self.assertNotIn)
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def test_admin_only_menu_views(self):
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def assert_admin_view_menus_in(role_name, assert_func):
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role = sm.find_role(role_name)
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view_menus = [p.view_menu.name for p in role.permissions]
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assert_func('ResetPasswordView', view_menus)
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assert_func('RoleModelView', view_menus)
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assert_func('Security', view_menus)
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assert_func('UserDBModelView', view_menus)
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assert_func('SQL Lab',
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view_menus)
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assert_func('AccessRequestsModelView', view_menus)
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assert_admin_view_menus_in('Admin', self.assertIn)
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assert_admin_view_menus_in('Alpha', self.assertNotIn)
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assert_admin_view_menus_in('Gamma', self.assertNotIn)
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def test_save_slice(self):
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self.login(username='admin')
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slice_name = 'Energy Sankey'
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slice_id = self.get_slice(slice_name, db.session).id
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db.session.commit()
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copy_name = 'Test Sankey Save'
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tbl_id = self.table_ids.get('energy_usage')
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new_slice_name = 'Test Sankey Overwirte'
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url = (
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'/superset/explore/table/{}/?slice_name={}&'
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'action={}&datasource_name=energy_usage&form_data={}')
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form_data = {
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'viz_type': 'sankey',
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'groupby': 'target',
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'metric': 'sum__value',
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'row_limit': 5000,
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'slice_id': slice_id,
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}
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# Changing name and save as a new slice
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self.get_resp(
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url.format(
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tbl_id,
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copy_name,
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'saveas',
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json.dumps(form_data),
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),
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)
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slices = db.session.query(models.Slice) \
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.filter_by(slice_name=copy_name).all()
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assert len(slices) == 1
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new_slice_id = slices[0].id
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form_data = {
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'viz_type': 'sankey',
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'groupby': 'target',
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'metric': 'sum__value',
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'row_limit': 5000,
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'slice_id': new_slice_id,
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}
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# Setting the name back to its original name by overwriting new slice
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self.get_resp(
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url.format(
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tbl_id,
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new_slice_name,
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'overwrite',
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json.dumps(form_data),
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),
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)
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slc = db.session.query(models.Slice).filter_by(id=new_slice_id).first()
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assert slc.slice_name == new_slice_name
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db.session.delete(slc)
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2016-12-16 17:23:48 -05:00
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def test_filter_endpoint(self):
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self.login(username='admin')
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slice_name = 'Energy Sankey'
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slice_id = self.get_slice(slice_name, db.session).id
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db.session.commit()
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tbl_id = self.table_ids.get('energy_usage')
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table = db.session.query(SqlaTable).filter(SqlaTable.id == tbl_id)
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table.filter_select_enabled = True
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url = (
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'/superset/filter/table/{}/target/?viz_type=sankey&groupby=source'
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'&metric=sum__value&flt_col_0=source&flt_op_0=in&flt_eq_0=&'
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'slice_id={}&datasource_name=energy_usage&'
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'datasource_id=1&datasource_type=table')
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# Changing name
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resp = self.get_resp(url.format(tbl_id, slice_id))
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assert len(resp) > 0
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assert 'Carbon Dioxide' in resp
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2015-09-26 18:55:33 -04:00
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def test_slices(self):
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# Testing by hitting the two supported end points for all slices
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self.login(username='admin')
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Slc = models.Slice
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urls = []
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for slc in db.session.query(Slc).all():
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urls += [
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(slc.slice_name, 'slice_url', slc.slice_url),
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(slc.slice_name, 'slice_id_url', slc.slice_id_url),
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]
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for name, method, url in urls:
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logging.info('[{name}]/[{method}]: {url}'.format(**locals()))
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self.client.get(url)
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2017-06-13 12:44:26 -04:00
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def test_tablemodelview_list(self):
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self.login(username='admin')
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url = '/tablemodelview/list/'
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resp = self.get_resp(url)
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2017-06-13 12:44:26 -04:00
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# assert that a table is listed
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table = db.session.query(SqlaTable).first()
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assert table.name in resp
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assert '/superset/explore/table/{}'.format(table.id) in resp
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2017-06-13 12:44:26 -04:00
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def test_add_slice(self):
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self.login(username='admin')
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# assert that /slicemodelview/add responds with 200
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url = '/slicemodelview/add'
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resp = self.client.get(url)
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self.assertEqual(resp.status_code, 200)
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2016-12-12 19:42:38 -05:00
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def test_slices_V2(self):
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# Add explore-v2-beta role to admin user
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# Test all slice urls as user with with explore-v2-beta role
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sm.add_role('explore-v2-beta')
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appbuilder.sm.add_user(
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'explore_beta', 'explore_beta', ' user', 'explore_beta@airbnb.com',
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appbuilder.sm.find_role('explore-v2-beta'),
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password='general')
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self.login(username='explore_beta', password='general')
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Slc = models.Slice
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urls = []
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for slc in db.session.query(Slc).all():
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urls += [
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(slc.slice_name, 'slice_url', slc.slice_url),
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]
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for name, method, url in urls:
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print('[{name}]/[{method}]: {url}'.format(**locals()))
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2016-12-12 19:42:38 -05:00
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response = self.client.get(url)
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2015-09-26 18:55:33 -04:00
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def test_dashboard(self):
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self.login(username='admin')
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urls = {}
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for dash in db.session.query(models.Dashboard).all():
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urls[dash.dashboard_title] = dash.url
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for title, url in urls.items():
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assert escape(title) in self.client.get(url).data.decode('utf-8')
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2015-09-26 18:55:33 -04:00
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2016-02-10 12:34:09 -05:00
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def test_doctests(self):
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modules = [utils, models, sql_lab]
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for mod in modules:
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failed, tests = doctest.testmod(mod)
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if failed:
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raise Exception('Failed a doctest')
|
2016-02-10 12:34:09 -05:00
|
|
|
|
2016-03-28 11:09:46 -04:00
|
|
|
def test_misc(self):
|
2017-11-14 00:06:51 -05:00
|
|
|
assert self.get_resp('/health') == 'OK'
|
|
|
|
assert self.get_resp('/healthcheck') == 'OK'
|
|
|
|
assert self.get_resp('/ping') == 'OK'
|
2016-03-27 17:23:33 -04:00
|
|
|
|
2017-10-16 23:15:16 -04:00
|
|
|
def test_testconn(self, username='admin'):
|
|
|
|
self.login(username=username)
|
2016-10-19 12:17:08 -04:00
|
|
|
database = self.get_main_database(db.session)
|
2016-09-19 18:14:00 -04:00
|
|
|
|
|
|
|
# validate that the endpoint works with the password-masked sqlalchemy uri
|
|
|
|
data = json.dumps({
|
|
|
|
'uri': database.safe_sqlalchemy_uri(),
|
2017-10-16 23:15:16 -04:00
|
|
|
'name': 'main',
|
2017-11-08 00:32:45 -05:00
|
|
|
'impersonate_user': False,
|
2016-09-19 18:14:00 -04:00
|
|
|
})
|
2017-11-12 14:09:22 -05:00
|
|
|
response = self.client.post(
|
|
|
|
'/superset/testconn',
|
|
|
|
data=data,
|
|
|
|
content_type='application/json')
|
2016-09-17 15:32:41 -04:00
|
|
|
assert response.status_code == 200
|
2017-07-15 12:52:38 -04:00
|
|
|
assert response.headers['Content-Type'] == 'application/json'
|
2016-09-17 15:32:41 -04:00
|
|
|
|
2016-09-19 18:14:00 -04:00
|
|
|
# validate that the endpoint works with the decrypted sqlalchemy uri
|
2016-09-17 15:32:41 -04:00
|
|
|
data = json.dumps({
|
2016-09-19 18:14:00 -04:00
|
|
|
'uri': database.sqlalchemy_uri_decrypted,
|
2017-10-16 23:15:16 -04:00
|
|
|
'name': 'main',
|
2017-11-08 00:32:45 -05:00
|
|
|
'impersonate_user': False,
|
2016-09-17 15:32:41 -04:00
|
|
|
})
|
2017-11-12 14:09:22 -05:00
|
|
|
response = self.client.post(
|
|
|
|
'/superset/testconn',
|
|
|
|
data=data,
|
|
|
|
content_type='application/json')
|
2016-09-17 15:32:41 -04:00
|
|
|
assert response.status_code == 200
|
2017-07-15 12:52:38 -04:00
|
|
|
assert response.headers['Content-Type'] == 'application/json'
|
2016-09-17 15:32:41 -04:00
|
|
|
|
2017-09-13 23:59:03 -04:00
|
|
|
def test_custom_password_store(self):
|
|
|
|
database = self.get_main_database(db.session)
|
|
|
|
conn_pre = sqla.engine.url.make_url(database.sqlalchemy_uri_decrypted)
|
|
|
|
|
|
|
|
def custom_password_store(uri):
|
2017-11-14 00:06:51 -05:00
|
|
|
return 'password_store_test'
|
2017-09-13 23:59:03 -04:00
|
|
|
|
|
|
|
database.custom_password_store = custom_password_store
|
|
|
|
conn = sqla.engine.url.make_url(database.sqlalchemy_uri_decrypted)
|
|
|
|
if conn_pre.password:
|
2017-11-14 00:06:51 -05:00
|
|
|
assert conn.password == 'password_store_test'
|
2017-09-13 23:59:03 -04:00
|
|
|
assert conn.password != conn_pre.password
|
|
|
|
|
2016-10-11 19:49:40 -04:00
|
|
|
def test_databaseview_edit(self, username='admin'):
|
2017-11-12 14:09:22 -05:00
|
|
|
# validate that sending a password-masked uri does not over-write the decrypted
|
|
|
|
# uri
|
2016-10-11 19:49:40 -04:00
|
|
|
self.login(username=username)
|
2016-10-19 12:17:08 -04:00
|
|
|
database = self.get_main_database(db.session)
|
2016-10-11 19:49:40 -04:00
|
|
|
sqlalchemy_uri_decrypted = database.sqlalchemy_uri_decrypted
|
|
|
|
url = 'databaseview/edit/{}'.format(database.id)
|
|
|
|
data = {k: database.__getattribute__(k) for k in DatabaseView.add_columns}
|
|
|
|
data['sqlalchemy_uri'] = database.safe_sqlalchemy_uri()
|
2016-10-19 12:17:08 -04:00
|
|
|
self.client.post(url, data=data)
|
|
|
|
database = self.get_main_database(db.session)
|
2016-10-11 19:49:40 -04:00
|
|
|
self.assertEqual(sqlalchemy_uri_decrypted, database.sqlalchemy_uri_decrypted)
|
2016-09-19 18:14:00 -04:00
|
|
|
|
2016-09-06 16:58:09 -04:00
|
|
|
def test_warm_up_cache(self):
|
2017-11-14 00:06:51 -05:00
|
|
|
slc = self.get_slice('Girls', db.session)
|
2016-10-19 12:17:08 -04:00
|
|
|
data = self.get_json_resp(
|
2017-01-05 13:00:39 -05:00
|
|
|
'/superset/warm_up_cache?slice_id={}'.format(slc.id))
|
|
|
|
|
|
|
|
assert data == [{'slice_id': slc.id, 'slice_name': slc.slice_name}]
|
2016-09-06 16:58:09 -04:00
|
|
|
|
2016-10-19 12:17:08 -04:00
|
|
|
data = self.get_json_resp(
|
2016-11-10 02:08:22 -05:00
|
|
|
'/superset/warm_up_cache?table_name=energy_usage&db_name=main')
|
2016-09-06 16:58:09 -04:00
|
|
|
assert len(data) == 3
|
|
|
|
|
2016-04-20 18:08:10 -04:00
|
|
|
def test_shortner(self):
|
2016-06-02 22:17:34 -04:00
|
|
|
self.login(username='admin')
|
2016-08-30 00:55:31 -04:00
|
|
|
data = (
|
2017-11-14 00:06:51 -05:00
|
|
|
'//superset/explore/table/1/?viz_type=sankey&groupby=source&'
|
|
|
|
'groupby=target&metric=sum__value&row_limit=5000&where=&having=&'
|
|
|
|
'flt_col_0=source&flt_op_0=in&flt_eq_0=&slice_id=78&slice_name='
|
|
|
|
'Energy+Sankey&collapsed_fieldsets=&action=&datasource_name='
|
|
|
|
'energy_usage&datasource_id=1&datasource_type=table&'
|
|
|
|
'previous_viz_type=sankey'
|
2016-09-22 12:53:14 -04:00
|
|
|
)
|
2016-04-20 18:08:10 -04:00
|
|
|
resp = self.client.post('/r/shortner/', data=data)
|
|
|
|
assert '/r/' in resp.data.decode('utf-8')
|
|
|
|
|
2017-01-27 13:20:24 -05:00
|
|
|
def test_kv(self):
|
|
|
|
self.logout()
|
|
|
|
self.login(username='admin')
|
|
|
|
|
|
|
|
try:
|
|
|
|
resp = self.client.post('/kv/store/', data=dict())
|
2017-11-07 00:15:36 -05:00
|
|
|
except Exception:
|
2017-01-27 13:20:24 -05:00
|
|
|
self.assertRaises(TypeError)
|
|
|
|
|
|
|
|
value = json.dumps({'data': 'this is a test'})
|
|
|
|
resp = self.client.post('/kv/store/', data=dict(data=value))
|
|
|
|
self.assertEqual(resp.status_code, 200)
|
|
|
|
kv = db.session.query(models.KeyValue).first()
|
|
|
|
kv_value = kv.value
|
|
|
|
self.assertEqual(json.loads(value), json.loads(kv_value))
|
|
|
|
|
|
|
|
resp = self.client.get('/kv/{}/'.format(kv.id))
|
|
|
|
self.assertEqual(resp.status_code, 200)
|
2017-11-10 15:06:22 -05:00
|
|
|
self.assertEqual(
|
|
|
|
json.loads(value),
|
2017-01-27 13:20:24 -05:00
|
|
|
json.loads(resp.data.decode('utf-8')))
|
|
|
|
|
|
|
|
try:
|
|
|
|
resp = self.client.get('/kv/10001/')
|
2017-11-07 00:15:36 -05:00
|
|
|
except Exception:
|
2017-01-27 13:20:24 -05:00
|
|
|
self.assertRaises(TypeError)
|
|
|
|
|
2016-06-02 22:17:34 -04:00
|
|
|
def test_save_dash(self, username='admin'):
|
|
|
|
self.login(username=username)
|
2016-08-30 00:55:31 -04:00
|
|
|
dash = db.session.query(models.Dashboard).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slug='births').first()
|
2016-06-02 22:17:34 -04:00
|
|
|
positions = []
|
|
|
|
for i, slc in enumerate(dash.slices):
|
|
|
|
d = {
|
|
|
|
'col': 0,
|
|
|
|
'row': i * 4,
|
|
|
|
'size_x': 4,
|
|
|
|
'size_y': 4,
|
|
|
|
'slice_id': '{}'.format(slc.id)}
|
|
|
|
positions.append(d)
|
|
|
|
data = {
|
|
|
|
'css': '',
|
|
|
|
'expanded_slices': {},
|
|
|
|
'positions': positions,
|
2017-11-08 00:32:45 -05:00
|
|
|
'dashboard_title': dash.dashboard_title,
|
2016-06-02 22:17:34 -04:00
|
|
|
}
|
2016-11-10 02:08:22 -05:00
|
|
|
url = '/superset/save_dash/{}/'.format(dash.id)
|
2017-06-14 15:52:12 -04:00
|
|
|
resp = self.get_resp(url, data=dict(data=json.dumps(data)))
|
2017-11-14 00:06:51 -05:00
|
|
|
self.assertIn('SUCCESS', resp)
|
2017-06-14 15:52:12 -04:00
|
|
|
|
2017-08-10 23:49:49 -04:00
|
|
|
def test_save_dash_with_filter(self, username='admin'):
|
|
|
|
self.login(username=username)
|
|
|
|
dash = db.session.query(models.Dashboard).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slug='world_health').first()
|
2017-08-10 23:49:49 -04:00
|
|
|
positions = []
|
|
|
|
for i, slc in enumerate(dash.slices):
|
|
|
|
d = {
|
|
|
|
'col': 0,
|
|
|
|
'row': i * 4,
|
|
|
|
'size_x': 4,
|
|
|
|
'size_y': 4,
|
|
|
|
'slice_id': '{}'.format(slc.id)}
|
|
|
|
positions.append(d)
|
|
|
|
|
|
|
|
filters = {str(dash.slices[0].id): {'region': ['North America']}}
|
|
|
|
default_filters = json.dumps(filters)
|
|
|
|
data = {
|
|
|
|
'css': '',
|
|
|
|
'expanded_slices': {},
|
|
|
|
'positions': positions,
|
|
|
|
'dashboard_title': dash.dashboard_title,
|
2017-11-08 00:32:45 -05:00
|
|
|
'default_filters': default_filters,
|
2017-08-10 23:49:49 -04:00
|
|
|
}
|
|
|
|
|
|
|
|
url = '/superset/save_dash/{}/'.format(dash.id)
|
|
|
|
resp = self.get_resp(url, data=dict(data=json.dumps(data)))
|
2017-11-14 00:06:51 -05:00
|
|
|
self.assertIn('SUCCESS', resp)
|
2017-08-10 23:49:49 -04:00
|
|
|
|
|
|
|
updatedDash = db.session.query(models.Dashboard).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slug='world_health').first()
|
2017-08-10 23:49:49 -04:00
|
|
|
new_url = updatedDash.url
|
2017-11-14 00:06:51 -05:00
|
|
|
self.assertIn('region', new_url)
|
2017-08-10 23:49:49 -04:00
|
|
|
|
|
|
|
resp = self.get_resp(new_url)
|
2017-11-14 00:06:51 -05:00
|
|
|
self.assertIn('North America', resp)
|
2017-08-10 23:49:49 -04:00
|
|
|
|
2017-06-14 15:52:12 -04:00
|
|
|
def test_save_dash_with_dashboard_title(self, username='admin'):
|
|
|
|
self.login(username=username)
|
|
|
|
dash = (
|
|
|
|
db.session.query(models.Dashboard)
|
2017-11-14 00:06:51 -05:00
|
|
|
.filter_by(slug='births')
|
2017-11-10 15:06:22 -05:00
|
|
|
.first()
|
2017-06-14 15:52:12 -04:00
|
|
|
)
|
|
|
|
origin_title = dash.dashboard_title
|
|
|
|
positions = []
|
|
|
|
for i, slc in enumerate(dash.slices):
|
|
|
|
d = {
|
|
|
|
'col': 0,
|
|
|
|
'row': i * 4,
|
|
|
|
'size_x': 4,
|
|
|
|
'size_y': 4,
|
|
|
|
'slice_id': '{}'.format(slc.id)}
|
|
|
|
positions.append(d)
|
|
|
|
data = {
|
|
|
|
'css': '',
|
|
|
|
'expanded_slices': {},
|
|
|
|
'positions': positions,
|
2017-11-08 00:32:45 -05:00
|
|
|
'dashboard_title': 'new title',
|
2017-06-14 15:52:12 -04:00
|
|
|
}
|
|
|
|
url = '/superset/save_dash/{}/'.format(dash.id)
|
2017-11-07 00:15:36 -05:00
|
|
|
self.get_resp(url, data=dict(data=json.dumps(data)))
|
2017-06-14 15:52:12 -04:00
|
|
|
updatedDash = (
|
|
|
|
db.session.query(models.Dashboard)
|
2017-11-14 00:06:51 -05:00
|
|
|
.filter_by(slug='births')
|
2017-11-10 15:06:22 -05:00
|
|
|
.first()
|
2017-06-14 15:52:12 -04:00
|
|
|
)
|
|
|
|
self.assertEqual(updatedDash.dashboard_title, 'new title')
|
|
|
|
# # bring back dashboard original title
|
|
|
|
data['dashboard_title'] = origin_title
|
|
|
|
self.get_resp(url, data=dict(data=json.dumps(data)))
|
2016-04-20 18:08:10 -04:00
|
|
|
|
2016-11-28 11:34:14 -05:00
|
|
|
def test_copy_dash(self, username='admin'):
|
|
|
|
self.login(username=username)
|
|
|
|
dash = db.session.query(models.Dashboard).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slug='births').first()
|
2016-11-28 11:34:14 -05:00
|
|
|
positions = []
|
|
|
|
for i, slc in enumerate(dash.slices):
|
|
|
|
d = {
|
|
|
|
'col': 0,
|
|
|
|
'row': i * 4,
|
|
|
|
'size_x': 4,
|
|
|
|
'size_y': 4,
|
|
|
|
'slice_id': '{}'.format(slc.id)}
|
|
|
|
positions.append(d)
|
|
|
|
data = {
|
|
|
|
'css': '',
|
2017-08-30 17:09:29 -04:00
|
|
|
'duplicate_slices': False,
|
2016-11-28 11:34:14 -05:00
|
|
|
'expanded_slices': {},
|
|
|
|
'positions': positions,
|
|
|
|
'dashboard_title': 'Copy Of Births',
|
|
|
|
}
|
|
|
|
|
|
|
|
# Save changes to Births dashboard and retrieve updated dash
|
|
|
|
dash_id = dash.id
|
|
|
|
url = '/superset/save_dash/{}/'.format(dash_id)
|
|
|
|
self.client.post(url, data=dict(data=json.dumps(data)))
|
|
|
|
dash = db.session.query(models.Dashboard).filter_by(
|
|
|
|
id=dash_id).first()
|
2017-04-12 12:37:49 -04:00
|
|
|
orig_json_data = dash.data
|
2016-11-28 11:34:14 -05:00
|
|
|
|
|
|
|
# Verify that copy matches original
|
|
|
|
url = '/superset/copy_dash/{}/'.format(dash_id)
|
|
|
|
resp = self.get_json_resp(url, data=dict(data=json.dumps(data)))
|
|
|
|
self.assertEqual(resp['dashboard_title'], 'Copy Of Births')
|
|
|
|
self.assertEqual(resp['position_json'], orig_json_data['position_json'])
|
|
|
|
self.assertEqual(resp['metadata'], orig_json_data['metadata'])
|
|
|
|
self.assertEqual(resp['slices'], orig_json_data['slices'])
|
|
|
|
|
2016-07-08 00:40:33 -04:00
|
|
|
def test_add_slices(self, username='admin'):
|
|
|
|
self.login(username=username)
|
2016-08-30 00:55:31 -04:00
|
|
|
dash = db.session.query(models.Dashboard).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slug='births').first()
|
2016-08-30 00:55:31 -04:00
|
|
|
new_slice = db.session.query(models.Slice).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slice_name='Mapbox Long/Lat').first()
|
2016-08-30 00:55:31 -04:00
|
|
|
existing_slice = db.session.query(models.Slice).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slice_name='Name Cloud').first()
|
2016-07-08 00:40:33 -04:00
|
|
|
data = {
|
2017-11-14 00:06:51 -05:00
|
|
|
'slice_ids': [new_slice.data['slice_id'],
|
|
|
|
existing_slice.data['slice_id']],
|
2016-07-08 00:40:33 -04:00
|
|
|
}
|
2016-11-10 02:08:22 -05:00
|
|
|
url = '/superset/add_slices/{}/'.format(dash.id)
|
2016-07-08 00:40:33 -04:00
|
|
|
resp = self.client.post(url, data=dict(data=json.dumps(data)))
|
2017-11-14 00:06:51 -05:00
|
|
|
assert 'SLICES ADDED' in resp.data.decode('utf-8')
|
2016-07-08 00:40:33 -04:00
|
|
|
|
2016-08-30 00:55:31 -04:00
|
|
|
dash = db.session.query(models.Dashboard).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slug='births').first()
|
2016-08-30 00:55:31 -04:00
|
|
|
new_slice = db.session.query(models.Slice).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slice_name='Mapbox Long/Lat').first()
|
2016-07-08 00:40:33 -04:00
|
|
|
assert new_slice in dash.slices
|
|
|
|
assert len(set(dash.slices)) == len(dash.slices)
|
|
|
|
|
2016-10-02 21:03:19 -04:00
|
|
|
# cleaning up
|
|
|
|
dash = db.session.query(models.Dashboard).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slug='births').first()
|
2016-10-02 21:03:19 -04:00
|
|
|
dash.slices = [
|
2017-11-14 00:06:51 -05:00
|
|
|
o for o in dash.slices if o.slice_name != 'Mapbox Long/Lat']
|
2016-09-09 20:12:09 -04:00
|
|
|
db.session.commit()
|
|
|
|
|
2016-04-26 19:44:51 -04:00
|
|
|
def test_gamma(self):
|
2016-06-02 22:17:34 -04:00
|
|
|
self.login(username='gamma')
|
2017-11-14 00:06:51 -05:00
|
|
|
assert 'List Slice' in self.get_resp('/slicemodelview/list/')
|
|
|
|
assert 'List Dashboard' in self.get_resp('/dashboardmodelview/list/')
|
2016-04-26 19:44:51 -04:00
|
|
|
|
2016-08-30 00:55:31 -04:00
|
|
|
def test_csv_endpoint(self):
|
2016-11-17 14:58:33 -05:00
|
|
|
self.login('admin')
|
2016-09-11 10:39:07 -04:00
|
|
|
sql = """
|
|
|
|
SELECT first_name, last_name
|
|
|
|
FROM ab_user
|
|
|
|
WHERE first_name='admin'
|
|
|
|
"""
|
2017-11-14 00:06:51 -05:00
|
|
|
client_id = '{}'.format(random.getrandbits(64))[:10]
|
2017-01-25 21:06:29 -05:00
|
|
|
self.run_sql(sql, client_id, raise_on_error=True)
|
2016-07-30 01:39:33 -04:00
|
|
|
|
2016-11-10 02:08:22 -05:00
|
|
|
resp = self.get_resp('/superset/csv/{}'.format(client_id))
|
2016-10-02 21:03:19 -04:00
|
|
|
data = csv.reader(io.StringIO(resp))
|
2016-09-11 10:39:07 -04:00
|
|
|
expected_data = csv.reader(
|
2017-11-14 00:06:51 -05:00
|
|
|
io.StringIO('first_name,last_name\nadmin, user\n'))
|
2016-08-30 00:55:31 -04:00
|
|
|
|
|
|
|
self.assertEqual(list(expected_data), list(data))
|
|
|
|
self.logout()
|
|
|
|
|
2016-05-04 01:31:37 -04:00
|
|
|
def test_public_user_dashboard_access(self):
|
2016-11-17 14:58:33 -05:00
|
|
|
table = (
|
|
|
|
db.session
|
2017-03-10 12:11:51 -05:00
|
|
|
.query(SqlaTable)
|
2016-11-17 14:58:33 -05:00
|
|
|
.filter_by(table_name='birth_names')
|
|
|
|
.one()
|
|
|
|
)
|
2016-05-04 01:31:37 -04:00
|
|
|
# Try access before adding appropriate permissions.
|
2016-11-17 14:58:33 -05:00
|
|
|
self.revoke_public_access_to_table(table)
|
2016-06-02 22:17:34 -04:00
|
|
|
self.logout()
|
|
|
|
|
2016-10-02 21:03:19 -04:00
|
|
|
resp = self.get_resp('/slicemodelview/list/')
|
2016-11-17 14:58:33 -05:00
|
|
|
self.assertNotIn('birth_names</a>', resp)
|
2016-05-04 01:31:37 -04:00
|
|
|
|
2016-10-02 21:03:19 -04:00
|
|
|
resp = self.get_resp('/dashboardmodelview/list/')
|
2016-11-17 14:58:33 -05:00
|
|
|
self.assertNotIn('/superset/dashboard/births/', resp)
|
2016-05-04 01:31:37 -04:00
|
|
|
|
2016-11-17 14:58:33 -05:00
|
|
|
self.grant_public_access_to_table(table)
|
2016-05-04 01:31:37 -04:00
|
|
|
|
|
|
|
# Try access after adding appropriate permissions.
|
2016-11-17 14:58:33 -05:00
|
|
|
self.assertIn('birth_names', self.get_resp('/slicemodelview/list/'))
|
2016-05-04 01:31:37 -04:00
|
|
|
|
2016-10-02 21:03:19 -04:00
|
|
|
resp = self.get_resp('/dashboardmodelview/list/')
|
2017-11-14 00:06:51 -05:00
|
|
|
self.assertIn('/superset/dashboard/births/', resp)
|
2016-05-04 01:31:37 -04:00
|
|
|
|
2016-11-17 14:58:33 -05:00
|
|
|
self.assertIn('Births', self.get_resp('/superset/dashboard/births/'))
|
2016-05-04 01:31:37 -04:00
|
|
|
|
|
|
|
# Confirm that public doesn't have access to other datasets.
|
2016-10-02 21:03:19 -04:00
|
|
|
resp = self.get_resp('/slicemodelview/list/')
|
2016-11-17 14:58:33 -05:00
|
|
|
self.assertNotIn('wb_health_population</a>', resp)
|
2016-08-30 00:55:31 -04:00
|
|
|
|
2016-10-02 21:03:19 -04:00
|
|
|
resp = self.get_resp('/dashboardmodelview/list/')
|
2017-11-14 00:06:51 -05:00
|
|
|
self.assertNotIn('/superset/dashboard/world_health/', resp)
|
2016-05-04 01:31:37 -04:00
|
|
|
|
2016-10-11 11:04:00 -04:00
|
|
|
def test_dashboard_with_created_by_can_be_accessed_by_public_users(self):
|
|
|
|
self.logout()
|
2016-11-17 14:58:33 -05:00
|
|
|
table = (
|
|
|
|
db.session
|
2017-03-10 12:11:51 -05:00
|
|
|
.query(SqlaTable)
|
2016-11-17 14:58:33 -05:00
|
|
|
.filter_by(table_name='birth_names')
|
|
|
|
.one()
|
|
|
|
)
|
|
|
|
self.grant_public_access_to_table(table)
|
2016-10-11 11:04:00 -04:00
|
|
|
|
2017-06-14 15:52:12 -04:00
|
|
|
dash = db.session.query(models.Dashboard).filter_by(
|
2017-11-14 00:06:51 -05:00
|
|
|
slug='births').first()
|
2016-10-11 11:04:00 -04:00
|
|
|
dash.owners = [appbuilder.sm.find_user('admin')]
|
|
|
|
dash.created_by = appbuilder.sm.find_user('admin')
|
|
|
|
db.session.merge(dash)
|
|
|
|
db.session.commit()
|
|
|
|
|
2016-11-10 02:08:22 -05:00
|
|
|
assert 'Births' in self.get_resp('/superset/dashboard/births/')
|
2016-10-11 11:04:00 -04:00
|
|
|
|
2016-06-02 22:17:34 -04:00
|
|
|
def test_only_owners_can_save(self):
|
|
|
|
dash = (
|
|
|
|
db.session
|
|
|
|
.query(models.Dashboard)
|
2017-11-14 00:06:51 -05:00
|
|
|
.filter_by(slug='births')
|
2016-06-02 22:17:34 -04:00
|
|
|
.first()
|
|
|
|
)
|
|
|
|
dash.owners = []
|
|
|
|
db.session.merge(dash)
|
|
|
|
db.session.commit()
|
|
|
|
self.test_save_dash('admin')
|
|
|
|
|
|
|
|
self.logout()
|
|
|
|
self.assertRaises(
|
2017-06-14 15:52:12 -04:00
|
|
|
Exception, self.test_save_dash, 'alpha')
|
2016-06-02 22:17:34 -04:00
|
|
|
|
|
|
|
alpha = appbuilder.sm.find_user('alpha')
|
|
|
|
|
|
|
|
dash = (
|
|
|
|
db.session
|
|
|
|
.query(models.Dashboard)
|
2017-11-14 00:06:51 -05:00
|
|
|
.filter_by(slug='births')
|
2016-06-02 22:17:34 -04:00
|
|
|
.first()
|
|
|
|
)
|
|
|
|
dash.owners = [alpha]
|
|
|
|
db.session.merge(dash)
|
|
|
|
db.session.commit()
|
|
|
|
self.test_save_dash('alpha')
|
2016-04-20 18:08:10 -04:00
|
|
|
|
2016-10-19 12:17:08 -04:00
|
|
|
def test_extra_table_metadata(self):
|
|
|
|
self.login('admin')
|
|
|
|
dbid = self.get_main_database(db.session).id
|
|
|
|
self.get_json_resp(
|
2016-11-10 02:08:22 -05:00
|
|
|
'/superset/extra_table_metadata/{dbid}/'
|
2016-10-19 12:17:08 -04:00
|
|
|
'ab_permission_view/panoramix/'.format(**locals()))
|
|
|
|
|
2016-10-26 14:09:27 -04:00
|
|
|
def test_process_template(self):
|
2016-11-02 16:22:07 -04:00
|
|
|
maindb = self.get_main_database(db.session)
|
2016-10-26 14:09:27 -04:00
|
|
|
sql = "SELECT '{{ datetime(2017, 1, 1).isoformat() }}'"
|
2016-11-02 16:22:07 -04:00
|
|
|
tp = jinja_context.get_template_processor(database=maindb)
|
|
|
|
rendered = tp.process_template(sql)
|
2016-10-26 14:09:27 -04:00
|
|
|
self.assertEqual("SELECT '2017-01-01T00:00:00'", rendered)
|
2017-03-14 16:23:20 -04:00
|
|
|
|
|
|
|
def test_get_template_kwarg(self):
|
|
|
|
maindb = self.get_main_database(db.session)
|
2017-11-14 00:06:51 -05:00
|
|
|
s = '{{ foo }}'
|
2017-03-14 16:23:20 -04:00
|
|
|
tp = jinja_context.get_template_processor(database=maindb, foo='bar')
|
|
|
|
rendered = tp.process_template(s)
|
2017-11-14 00:06:51 -05:00
|
|
|
self.assertEqual('bar', rendered)
|
2017-03-14 16:23:20 -04:00
|
|
|
|
|
|
|
def test_template_kwarg(self):
|
|
|
|
maindb = self.get_main_database(db.session)
|
2017-11-14 00:06:51 -05:00
|
|
|
s = '{{ foo }}'
|
2017-03-14 16:23:20 -04:00
|
|
|
tp = jinja_context.get_template_processor(database=maindb)
|
|
|
|
rendered = tp.process_template(s, foo='bar')
|
2017-11-14 00:06:51 -05:00
|
|
|
self.assertEqual('bar', rendered)
|
2016-10-26 14:09:27 -04:00
|
|
|
|
|
|
|
def test_templated_sql_json(self):
|
2016-11-17 14:58:33 -05:00
|
|
|
self.login('admin')
|
2016-10-26 14:09:27 -04:00
|
|
|
sql = "SELECT '{{ datetime(2017, 1, 1).isoformat() }}' as test"
|
2017-11-14 00:06:51 -05:00
|
|
|
data = self.run_sql(sql, 'fdaklj3ws')
|
|
|
|
self.assertEqual(data['data'][0]['test'], '2017-01-01T00:00:00')
|
2016-10-26 14:09:27 -04:00
|
|
|
|
2016-11-01 02:52:37 -04:00
|
|
|
def test_table_metadata(self):
|
|
|
|
maindb = self.get_main_database(db.session)
|
2017-01-11 10:53:24 -05:00
|
|
|
backend = maindb.backend
|
2016-11-01 02:52:37 -04:00
|
|
|
data = self.get_json_resp(
|
2017-11-14 00:06:51 -05:00
|
|
|
'/superset/table/{}/ab_user/null/'.format(maindb.id))
|
2016-11-01 02:52:37 -04:00
|
|
|
self.assertEqual(data['name'], 'ab_user')
|
|
|
|
assert len(data['columns']) > 5
|
|
|
|
assert data.get('selectStar').startswith('SELECT')
|
|
|
|
|
|
|
|
# Engine specific tests
|
|
|
|
if backend in ('mysql', 'postgresql'):
|
|
|
|
self.assertEqual(data.get('primaryKey').get('type'), 'pk')
|
|
|
|
self.assertEqual(
|
|
|
|
data.get('primaryKey').get('column_names')[0], 'id')
|
|
|
|
self.assertEqual(len(data.get('foreignKeys')), 2)
|
|
|
|
if backend == 'mysql':
|
|
|
|
self.assertEqual(len(data.get('indexes')), 7)
|
|
|
|
elif backend == 'postgresql':
|
|
|
|
self.assertEqual(len(data.get('indexes')), 5)
|
|
|
|
|
2016-11-08 18:55:49 -05:00
|
|
|
def test_fetch_datasource_metadata(self):
|
|
|
|
self.login(username='admin')
|
2017-01-06 15:38:44 -05:00
|
|
|
url = (
|
2017-11-07 23:25:10 -05:00
|
|
|
'/superset/fetch_datasource_metadata?' +
|
|
|
|
'datasourceKey=1__table'
|
2017-01-06 15:38:44 -05:00
|
|
|
)
|
|
|
|
resp = self.get_json_resp(url)
|
|
|
|
keys = [
|
|
|
|
'name', 'filterable_cols', 'gb_cols', 'type', 'all_cols',
|
|
|
|
'order_by_choices', 'metrics_combo', 'granularity_sqla',
|
|
|
|
'time_grain_sqla', 'id',
|
|
|
|
]
|
|
|
|
for k in keys:
|
|
|
|
self.assertIn(k, resp.keys())
|
2016-11-01 02:52:37 -04:00
|
|
|
|
2017-04-24 23:48:25 -04:00
|
|
|
def test_user_profile(self, username='admin'):
|
|
|
|
self.login(username=username)
|
2017-11-14 00:06:51 -05:00
|
|
|
slc = self.get_slice('Girls', db.session)
|
2016-12-01 18:21:18 -05:00
|
|
|
|
|
|
|
# Setting some faves
|
|
|
|
url = '/superset/favstar/Slice/{}/select/'.format(slc.id)
|
|
|
|
resp = self.get_json_resp(url)
|
|
|
|
self.assertEqual(resp['count'], 1)
|
|
|
|
|
|
|
|
dash = (
|
|
|
|
db.session
|
|
|
|
.query(models.Dashboard)
|
2017-11-14 00:06:51 -05:00
|
|
|
.filter_by(slug='births')
|
2016-12-01 18:21:18 -05:00
|
|
|
.first()
|
|
|
|
)
|
|
|
|
url = '/superset/favstar/Dashboard/{}/select/'.format(dash.id)
|
|
|
|
resp = self.get_json_resp(url)
|
|
|
|
self.assertEqual(resp['count'], 1)
|
|
|
|
|
2016-11-20 00:23:44 -05:00
|
|
|
userid = appbuilder.sm.find_user('admin').id
|
|
|
|
resp = self.get_resp('/superset/profile/admin/')
|
|
|
|
self.assertIn('"app"', resp)
|
|
|
|
data = self.get_json_resp('/superset/recent_activity/{}/'.format(userid))
|
|
|
|
self.assertNotIn('message', data)
|
|
|
|
data = self.get_json_resp('/superset/created_slices/{}/'.format(userid))
|
|
|
|
self.assertNotIn('message', data)
|
|
|
|
data = self.get_json_resp('/superset/created_dashboards/{}/'.format(userid))
|
|
|
|
self.assertNotIn('message', data)
|
|
|
|
data = self.get_json_resp('/superset/fave_slices/{}/'.format(userid))
|
|
|
|
self.assertNotIn('message', data)
|
|
|
|
data = self.get_json_resp('/superset/fave_dashboards/{}/'.format(userid))
|
|
|
|
self.assertNotIn('message', data)
|
2017-11-12 14:09:22 -05:00
|
|
|
data = self.get_json_resp(
|
|
|
|
'/superset/fave_dashboards_by_username/{}/'.format(username))
|
2017-04-24 23:48:25 -04:00
|
|
|
self.assertNotIn('message', data)
|
2016-11-20 00:23:44 -05:00
|
|
|
|
2017-08-24 12:11:41 -04:00
|
|
|
def test_slice_id_is_always_logged_correctly_on_web_request(self):
|
|
|
|
# superset/explore case
|
|
|
|
slc = db.session.query(models.Slice).filter_by(slice_name='Girls').one()
|
|
|
|
qry = db.session.query(models.Log).filter_by(slice_id=slc.id)
|
|
|
|
self.get_resp(slc.slice_url)
|
|
|
|
self.assertEqual(1, qry.count())
|
|
|
|
|
|
|
|
def test_slice_id_is_always_logged_correctly_on_ajax_request(self):
|
|
|
|
# superset/explore_json case
|
2017-11-14 00:06:51 -05:00
|
|
|
self.login(username='admin')
|
2017-08-24 12:11:41 -04:00
|
|
|
slc = db.session.query(models.Slice).filter_by(slice_name='Girls').one()
|
|
|
|
qry = db.session.query(models.Log).filter_by(slice_id=slc.id)
|
2017-11-14 00:06:51 -05:00
|
|
|
slc_url = slc.slice_url.replace('explore', 'explore_json')
|
2017-08-24 12:11:41 -04:00
|
|
|
self.get_json_resp(slc_url)
|
|
|
|
self.assertEqual(1, qry.count())
|
|
|
|
|
2017-09-26 12:03:03 -04:00
|
|
|
def test_slice_query_endpoint(self):
|
|
|
|
# API endpoint for query string
|
2017-11-14 00:06:51 -05:00
|
|
|
self.login(username='admin')
|
|
|
|
slc = self.get_slice('Girls', db.session)
|
2017-09-26 12:03:03 -04:00
|
|
|
resp = self.get_resp('/superset/slice_query/{}/'.format(slc.id))
|
|
|
|
assert 'query' in resp
|
|
|
|
assert 'language' in resp
|
2017-11-09 23:23:59 -05:00
|
|
|
self.logout()
|
2016-11-01 02:52:37 -04:00
|
|
|
|
2017-09-27 20:51:04 -04:00
|
|
|
def test_viz_get_fillna_for_columns(self):
|
2017-11-14 00:06:51 -05:00
|
|
|
slc = self.get_slice('Girls', db.session)
|
2017-09-27 20:51:04 -04:00
|
|
|
q = slc.viz.query_obj()
|
|
|
|
results = slc.viz.datasource.query(q)
|
|
|
|
fillna_columns = slc.viz.get_fillna_for_columns(results.df.columns)
|
|
|
|
self.assertDictEqual(
|
|
|
|
fillna_columns,
|
2017-11-08 00:32:45 -05:00
|
|
|
{'name': ' NULL', 'sum__num': 0},
|
2017-09-27 20:51:04 -04:00
|
|
|
)
|
|
|
|
|
2017-11-28 00:07:12 -05:00
|
|
|
def test_import_csv(self):
|
|
|
|
self.login(username='admin')
|
|
|
|
filename = 'testCSV.csv'
|
|
|
|
table_name = ''.join(
|
|
|
|
random.choice(string.ascii_uppercase) for _ in range(5))
|
|
|
|
|
|
|
|
test_file = open(filename, 'w+')
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|
|
|
test_file.write('a,b\n')
|
|
|
|
test_file.write('john,1\n')
|
|
|
|
test_file.write('paul,2\n')
|
|
|
|
test_file.close()
|
|
|
|
main_db_uri = db.session.query(
|
|
|
|
models.Database.sqlalchemy_uri)\
|
|
|
|
.filter_by(database_name='main').all()
|
|
|
|
|
|
|
|
test_file = open(filename, 'rb')
|
|
|
|
form_data = {
|
|
|
|
'csv_file': test_file,
|
|
|
|
'sep': ',',
|
|
|
|
'name': table_name,
|
|
|
|
'con': main_db_uri[0][0],
|
|
|
|
'if_exists': 'append',
|
|
|
|
'index_label': 'test_label',
|
|
|
|
'mangle_dupe_cols': False}
|
|
|
|
|
|
|
|
url = '/databaseview/list/'
|
|
|
|
add_datasource_page = self.get_resp(url)
|
|
|
|
assert 'Upload a CSV' in add_datasource_page
|
|
|
|
|
|
|
|
url = '/csvtodatabaseview/form'
|
|
|
|
form_get = self.get_resp(url)
|
|
|
|
assert 'CSV to Database configuration' in form_get
|
|
|
|
|
|
|
|
try:
|
|
|
|
# ensure uploaded successfully
|
|
|
|
form_post = self.get_resp(url, data=form_data)
|
|
|
|
assert 'CSV file \"testCSV.csv\" uploaded to table' in form_post
|
|
|
|
finally:
|
|
|
|
os.remove(filename)
|
|
|
|
|
2017-11-20 11:33:18 -05:00
|
|
|
def test_dataframe_timezone(self):
|
|
|
|
tz = psycopg2.tz.FixedOffsetTimezone(offset=60, name=None)
|
|
|
|
data = [(datetime.datetime(2017, 11, 18, 21, 53, 0, 219225, tzinfo=tz),),
|
|
|
|
(datetime.datetime(2017, 11, 18, 22, 6, 30, 61810, tzinfo=tz,),)]
|
|
|
|
df = dataframe.SupersetDataFrame(pd.DataFrame(data=list(data),
|
|
|
|
columns=['data', ]))
|
|
|
|
data = df.data
|
|
|
|
self.assertDictEqual(
|
|
|
|
data[0],
|
|
|
|
{'data': pd.Timestamp('2017-11-18 21:53:00.219225+0100', tz=tz), },
|
|
|
|
)
|
|
|
|
self.assertDictEqual(
|
|
|
|
data[1],
|
|
|
|
{'data': pd.Timestamp('2017-11-18 22:06:30.061810+0100', tz=tz), },
|
|
|
|
)
|
|
|
|
|
2017-09-27 20:51:04 -04:00
|
|
|
|
2015-09-26 18:55:33 -04:00
|
|
|
if __name__ == '__main__':
|
|
|
|
unittest.main()
|