manyi/venv/Lib/site-packages/influxdb/tests/client_test.py

# -*- coding: utf-8 -*-
"""Unit tests for the InfluxDBClient.

NB/WARNING:
This module implements tests for the InfluxDBClient class
but does so
 + without any server instance running
 + by mocking all the expected responses.

So any change of (response format from) the server will **NOT** be
detected by this module.

See client_test_with_server.py for tests against a running server instance.

"""

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals

import random
import socket
import unittest
import warnings

import io
import gzip
import json
import mock
import requests
import requests.exceptions
import requests_mock

from nose.tools import raises

from influxdb import InfluxDBClient
from influxdb.resultset import ResultSet


def _build_response_object(status_code=200, content=""):
    resp = requests.Response()
    resp.status_code = status_code
    resp._content = content.encode("utf8")
    return resp


def _mocked_session(cli, method="GET", status_code=200, content=""):
    method = method.upper()

    def request(*args, **kwargs):
        """Request content from the mocked session."""
        c = content

        # Check method
        assert method == kwargs.get('method', 'GET')

        if method == 'POST':
            data = kwargs.get('data', None)

            if data is not None:
                # Data must be a string
                assert isinstance(data, str)

                # Data must be a JSON string
                assert c == json.loads(data, strict=True)

                c = data

        # Anyway, Content must be a JSON string (or empty string)
        if not isinstance(c, str):
            c = json.dumps(c)

        return _build_response_object(status_code=status_code, content=c)

    return mock.patch.object(cli._session, 'request', side_effect=request)


class TestInfluxDBClient(unittest.TestCase):
    """Set up the TestInfluxDBClient object."""

    def setUp(self):
        """Initialize an instance of TestInfluxDBClient object."""
        # By default, raise exceptions on warnings
        warnings.simplefilter('error', FutureWarning)

        self.cli = InfluxDBClient('localhost', 8086, 'username', 'password')
        self.dummy_points = [
            {
                "measurement": "cpu_load_short",
                "tags": {
                    "host": "server01",
                    "region": "us-west"
                },
                "time": "2009-11-10T23:00:00.123456Z",
                "fields": {
                    "value": 0.64
                }
            }
        ]

        self.dsn_string = 'influxdb://uSr:pWd@my.host.fr:1886/db'

    def test_scheme(self):
        """Set up the test schema for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password', 'database')
        self.assertEqual('http://host:8086', cli._baseurl)

        cli = InfluxDBClient(
            'host', 8086, 'username', 'password', 'database', ssl=True
        )
        self.assertEqual('https://host:8086', cli._baseurl)

        cli = InfluxDBClient(
            'host', 8086, 'username', 'password', 'database', ssl=True,
            path="somepath"
        )
        self.assertEqual('https://host:8086/somepath', cli._baseurl)

        cli = InfluxDBClient(
            'host', 8086, 'username', 'password', 'database', ssl=True,
            path=None
        )
        self.assertEqual('https://host:8086', cli._baseurl)

        cli = InfluxDBClient(
            'host', 8086, 'username', 'password', 'database', ssl=True,
            path="/somepath"
        )
        self.assertEqual('https://host:8086/somepath', cli._baseurl)

    def test_dsn(self):
        """Set up the test datasource name for TestInfluxDBClient object."""
        cli = InfluxDBClient.from_dsn('influxdb://192.168.0.1:1886')
        self.assertEqual('http://192.168.0.1:1886', cli._baseurl)

        cli = InfluxDBClient.from_dsn(self.dsn_string)
        self.assertEqual('http://my.host.fr:1886', cli._baseurl)
        self.assertEqual('uSr', cli._username)
        self.assertEqual('pWd', cli._password)
        self.assertEqual('db', cli._database)
        self.assertFalse(cli._use_udp)

        cli = InfluxDBClient.from_dsn('udp+' + self.dsn_string)
        self.assertTrue(cli._use_udp)

        cli = InfluxDBClient.from_dsn('https+' + self.dsn_string)
        self.assertEqual('https://my.host.fr:1886', cli._baseurl)

        cli = InfluxDBClient.from_dsn('https+' + self.dsn_string,
                                      **{'ssl': False})
        self.assertEqual('http://my.host.fr:1886', cli._baseurl)

    def test_cert(self):
        """Test mutual TLS authentication for TestInfluxDBClient object."""
        cli = InfluxDBClient(ssl=True, cert='/etc/pki/tls/private/dummy.crt')
        self.assertEqual(cli._session.cert, '/etc/pki/tls/private/dummy.crt')

        with self.assertRaises(ValueError):
            cli = InfluxDBClient(cert='/etc/pki/tls/private/dummy.crt')

    def test_switch_database(self):
        """Test switch database in TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password', 'database')
        cli.switch_database('another_database')
        self.assertEqual('another_database', cli._database)

    def test_switch_user(self):
        """Test switch user in TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password', 'database')
        cli.switch_user('another_username', 'another_password')
        self.assertEqual('another_username', cli._username)
        self.assertEqual('another_password', cli._password)

    def test_write(self):
        """Test write in TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/write",
                status_code=204
            )
            cli = InfluxDBClient(database='db')
            cli.write(
                {"database": "mydb",
                 "retentionPolicy": "mypolicy",
                 "points": [{"measurement": "cpu_load_short",
                             "tags": {"host": "server01",
                                      "region": "us-west"},
                             "time": "2009-11-10T23:00:00Z",
                             "fields": {"value": 0.64}}]}
            )

            self.assertEqual(
                m.last_request.body,
                b"cpu_load_short,host=server01,region=us-west "
                b"value=0.64 1257894000000000000\n",
            )

    def test_write_points(self):
        """Test write points for TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/write",
                status_code=204
            )

            cli = InfluxDBClient(database='db')
            cli.write_points(
                self.dummy_points,
            )
            self.assertEqual(
                'cpu_load_short,host=server01,region=us-west '
                'value=0.64 1257894000123456000\n',
                m.last_request.body.decode('utf-8'),
            )

    def test_write_gzip(self):
        """Test write in TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/write",
                status_code=204
            )

            cli = InfluxDBClient(database='db', gzip=True)
            cli.write(
                {"database": "mydb",
                 "retentionPolicy": "mypolicy",
                 "points": [{"measurement": "cpu_load_short",
                             "tags": {"host": "server01",
                                      "region": "us-west"},
                             "time": "2009-11-10T23:00:00Z",
                             "fields": {"value": 0.64}}]}
            )

            compressed = io.BytesIO()
            with gzip.GzipFile(
                compresslevel=9,
                fileobj=compressed,
                mode='w'
            ) as f:
                f.write(
                    b"cpu_load_short,host=server01,region=us-west "
                    b"value=0.64 1257894000000000000\n"
                )

            self.assertEqual(
                m.last_request.body,
                compressed.getvalue(),
            )

    def test_write_points_gzip(self):
        """Test write points for TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/write",
                status_code=204
            )

            cli = InfluxDBClient(database='db', gzip=True)
            cli.write_points(
                self.dummy_points,
            )

            compressed = io.BytesIO()
            with gzip.GzipFile(
                compresslevel=9,
                fileobj=compressed,
                mode='w'
            ) as f:
                f.write(
                    b'cpu_load_short,host=server01,region=us-west '
                    b'value=0.64 1257894000123456000\n'
                )
            self.assertEqual(
                m.last_request.body,
                compressed.getvalue(),
            )

    def test_write_points_toplevel_attributes(self):
        """Test write points attrs for TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/write",
                status_code=204
            )

            cli = InfluxDBClient(database='db')
            cli.write_points(
                self.dummy_points,
                database='testdb',
                tags={"tag": "hello"},
                retention_policy="somepolicy"
            )
            self.assertEqual(
                'cpu_load_short,host=server01,region=us-west,tag=hello '
                'value=0.64 1257894000123456000\n',
                m.last_request.body.decode('utf-8'),
            )

    def test_write_points_batch(self):
        """Test write points batch for TestInfluxDBClient object."""
        dummy_points = [
            {"measurement": "cpu_usage", "tags": {"unit": "percent"},
             "time": "2009-11-10T23:00:00Z", "fields": {"value": 12.34}},
            {"measurement": "network", "tags": {"direction": "in"},
             "time": "2009-11-10T23:00:00Z", "fields": {"value": 123.00}},
            {"measurement": "network", "tags": {"direction": "out"},
             "time": "2009-11-10T23:00:00Z", "fields": {"value": 12.00}}
        ]
        expected_last_body = (
            "network,direction=out,host=server01,region=us-west "
            "value=12.0 1257894000000000000\n"
        )

        with requests_mock.Mocker() as m:
            m.register_uri(requests_mock.POST,
                           "http://localhost:8086/write",
                           status_code=204)
            cli = InfluxDBClient(database='db')
            cli.write_points(points=dummy_points,
                             database='db',
                             tags={"host": "server01",
                                   "region": "us-west"},
                             batch_size=2)
        self.assertEqual(m.call_count, 2)
        self.assertEqual(expected_last_body,
                         m.last_request.body.decode('utf-8'))

    def test_write_points_batch_generator(self):
        """Test write points batch from a generator for TestInfluxDBClient."""
        dummy_points = [
            {"measurement": "cpu_usage", "tags": {"unit": "percent"},
             "time": "2009-11-10T23:00:00Z", "fields": {"value": 12.34}},
            {"measurement": "network", "tags": {"direction": "in"},
             "time": "2009-11-10T23:00:00Z", "fields": {"value": 123.00}},
            {"measurement": "network", "tags": {"direction": "out"},
             "time": "2009-11-10T23:00:00Z", "fields": {"value": 12.00}}
        ]
        dummy_points_generator = (point for point in dummy_points)
        expected_last_body = (
            "network,direction=out,host=server01,region=us-west "
            "value=12.0 1257894000000000000\n"
        )

        with requests_mock.Mocker() as m:
            m.register_uri(requests_mock.POST,
                           "http://localhost:8086/write",
                           status_code=204)
            cli = InfluxDBClient(database='db')
            cli.write_points(points=dummy_points_generator,
                             database='db',
                             tags={"host": "server01",
                                   "region": "us-west"},
                             batch_size=2)
        self.assertEqual(m.call_count, 2)
        self.assertEqual(expected_last_body,
                         m.last_request.body.decode('utf-8'))

    def test_write_points_udp(self):
        """Test write points UDP for TestInfluxDBClient object."""
        s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
        port = random.randint(4000, 8000)
        s.bind(('0.0.0.0', port))

        cli = InfluxDBClient(
            'localhost', 8086, 'root', 'root',
            'test', use_udp=True, udp_port=port
        )
        cli.write_points(self.dummy_points)

        received_data, addr = s.recvfrom(1024)

        self.assertEqual(
            'cpu_load_short,host=server01,region=us-west '
            'value=0.64 1257894000123456000\n',
            received_data.decode()
        )

    @raises(Exception)
    def test_write_points_fails(self):
        """Test write points fail for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password', 'db')
        with _mocked_session(cli, 'post', 500):
            cli.write_points([])

    def test_write_points_with_precision(self):
        """Test write points with precision for TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/write",
                status_code=204
            )

            cli = InfluxDBClient(database='db')

            cli.write_points(self.dummy_points, time_precision='n')
            self.assertEqual(
                b'cpu_load_short,host=server01,region=us-west '
                b'value=0.64 1257894000123456000\n',
                m.last_request.body,
            )

            cli.write_points(self.dummy_points, time_precision='u')
            self.assertEqual(
                b'cpu_load_short,host=server01,region=us-west '
                b'value=0.64 1257894000123456\n',
                m.last_request.body,
            )

            cli.write_points(self.dummy_points, time_precision='ms')
            self.assertEqual(
                b'cpu_load_short,host=server01,region=us-west '
                b'value=0.64 1257894000123\n',
                m.last_request.body,
            )

            cli.write_points(self.dummy_points, time_precision='s')
            self.assertEqual(
                b"cpu_load_short,host=server01,region=us-west "
                b"value=0.64 1257894000\n",
                m.last_request.body,
            )

            cli.write_points(self.dummy_points, time_precision='m')
            self.assertEqual(
                b'cpu_load_short,host=server01,region=us-west '
                b'value=0.64 20964900\n',
                m.last_request.body,
            )

            cli.write_points(self.dummy_points, time_precision='h')
            self.assertEqual(
                b'cpu_load_short,host=server01,region=us-west '
                b'value=0.64 349415\n',
                m.last_request.body,
            )

    def test_write_points_with_consistency(self):
        """Test write points with consistency for TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                'http://localhost:8086/write',
                status_code=204
            )

            cli = InfluxDBClient(database='db')

            cli.write_points(self.dummy_points, consistency='any')
            self.assertEqual(
                m.last_request.qs,
                {'db': ['db'], 'consistency': ['any']}
            )

    def test_write_points_with_precision_udp(self):
        """Test write points with precision for TestInfluxDBClient object."""
        s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
        port = random.randint(4000, 8000)
        s.bind(('0.0.0.0', port))

        cli = InfluxDBClient(
            'localhost', 8086, 'root', 'root',
            'test', use_udp=True, udp_port=port
        )

        cli.write_points(self.dummy_points, time_precision='n')
        received_data, addr = s.recvfrom(1024)
        self.assertEqual(
            b'cpu_load_short,host=server01,region=us-west '
            b'value=0.64 1257894000123456000\n',
            received_data,
        )

        cli.write_points(self.dummy_points, time_precision='u')
        received_data, addr = s.recvfrom(1024)
        self.assertEqual(
            b'cpu_load_short,host=server01,region=us-west '
            b'value=0.64 1257894000123456\n',
            received_data,
        )

        cli.write_points(self.dummy_points, time_precision='ms')
        received_data, addr = s.recvfrom(1024)
        self.assertEqual(
            b'cpu_load_short,host=server01,region=us-west '
            b'value=0.64 1257894000123\n',
            received_data,
        )

        cli.write_points(self.dummy_points, time_precision='s')
        received_data, addr = s.recvfrom(1024)
        self.assertEqual(
            b"cpu_load_short,host=server01,region=us-west "
            b"value=0.64 1257894000\n",
            received_data,
        )

        cli.write_points(self.dummy_points, time_precision='m')
        received_data, addr = s.recvfrom(1024)
        self.assertEqual(
            b'cpu_load_short,host=server01,region=us-west '
            b'value=0.64 20964900\n',
            received_data,
        )

        cli.write_points(self.dummy_points, time_precision='h')
        received_data, addr = s.recvfrom(1024)
        self.assertEqual(
            b'cpu_load_short,host=server01,region=us-west '
            b'value=0.64 349415\n',
            received_data,
        )

    def test_write_points_bad_precision(self):
        """Test write points w/bad precision TestInfluxDBClient object."""
        cli = InfluxDBClient()
        with self.assertRaisesRegexp(
            Exception,
            "Invalid time precision is given. "
            "\(use 'n', 'u', 'ms', 's', 'm' or 'h'\)"
        ):
            cli.write_points(
                self.dummy_points,
                time_precision='g'
            )

    def test_write_points_bad_consistency(self):
        """Test write points w/bad consistency value."""
        cli = InfluxDBClient()
        with self.assertRaises(ValueError):
            cli.write_points(
                self.dummy_points,
                consistency='boo'
            )

    @raises(Exception)
    def test_write_points_with_precision_fails(self):
        """Test write points w/precision fail for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password', 'db')
        with _mocked_session(cli, 'post', 500):
            cli.write_points_with_precision([])

    def test_query(self):
        """Test query method for TestInfluxDBClient object."""
        example_response = (
            '{"results": [{"series": [{"measurement": "sdfsdfsdf", '
            '"columns": ["time", "value"], "values": '
            '[["2009-11-10T23:00:00Z", 0.64]]}]}, {"series": '
            '[{"measurement": "cpu_load_short", "columns": ["time", "value"], '
            '"values": [["2009-11-10T23:00:00Z", 0.64]]}]}]}'
        )

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.GET,
                "http://localhost:8086/query",
                text=example_response
            )
            rs = self.cli.query('select * from foo')

            self.assertListEqual(
                list(rs[0].get_points()),
                [{'value': 0.64, 'time': '2009-11-10T23:00:00Z'}]
            )

    def test_query_msgpack(self):
        """Test query method with a messagepack response."""
        example_response = bytes(bytearray.fromhex(
            "81a7726573756c74739182ac73746174656d656e745f696400a673657269"
            "65739183a46e616d65a161a7636f6c756d6e7392a474696d65a176a67661"
            "6c7565739192c70c05000000005d26178a019096c8cb3ff0000000000000"
        ))

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.GET,
                "http://localhost:8086/query",
                request_headers={"Accept": "application/x-msgpack"},
                headers={"Content-Type": "application/x-msgpack"},
                content=example_response
            )
            rs = self.cli.query('select * from a')

            self.assertListEqual(
                list(rs.get_points()),
                [{'v': 1.0, 'time': '2019-07-10T16:51:22.026253Z'}]
            )

    def test_select_into_post(self):
        """Test SELECT.*INTO is POSTed."""
        example_response = (
            '{"results": [{"series": [{"measurement": "sdfsdfsdf", '
            '"columns": ["time", "value"], "values": '
            '[["2009-11-10T23:00:00Z", 0.64]]}]}, {"series": '
            '[{"measurement": "cpu_load_short", "columns": ["time", "value"], '
            '"values": [["2009-11-10T23:00:00Z", 0.64]]}]}]}'
        )

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            rs = self.cli.query('select * INTO newmeas from foo')

            self.assertListEqual(
                list(rs[0].get_points()),
                [{'value': 0.64, 'time': '2009-11-10T23:00:00Z'}]
            )

    @unittest.skip('Not implemented for 0.9')
    def test_query_chunked(self):
        """Test chunked query for TestInfluxDBClient object."""
        cli = InfluxDBClient(database='db')
        example_object = {
            'points': [
                [1415206250119, 40001, 667],
                [1415206244555, 30001, 7],
                [1415206228241, 20001, 788],
                [1415206212980, 10001, 555],
                [1415197271586, 10001, 23]
            ],
            'measurement': 'foo',
            'columns': [
                'time',
                'sequence_number',
                'val'
            ]
        }
        example_response = \
            json.dumps(example_object) + json.dumps(example_object)

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.GET,
                "http://localhost:8086/db/db/series",
                text=example_response
            )

            self.assertListEqual(
                cli.query('select * from foo', chunked=True),
                [example_object, example_object]
            )

    @raises(Exception)
    def test_query_fail(self):
        """Test query failed for TestInfluxDBClient object."""
        with _mocked_session(self.cli, 'get', 401):
            self.cli.query('select column_one from foo;')

    def test_ping(self):
        """Test ping querying InfluxDB version."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.GET,
                "http://localhost:8086/ping",
                status_code=204,
                headers={'X-Influxdb-Version': '1.2.3'}
            )
            version = self.cli.ping()
            self.assertEqual(version, '1.2.3')

    def test_create_database(self):
        """Test create database for TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text='{"results":[{}]}'
            )
            self.cli.create_database('new_db')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'create database "new_db"'
            )

    def test_create_numeric_named_database(self):
        """Test create db w/numeric name for TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text='{"results":[{}]}'
            )
            self.cli.create_database('123')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'create database "123"'
            )

    @raises(Exception)
    def test_create_database_fails(self):
        """Test create database fail for TestInfluxDBClient object."""
        with _mocked_session(self.cli, 'post', 401):
            self.cli.create_database('new_db')

    def test_drop_database(self):
        """Test drop database for TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text='{"results":[{}]}'
            )
            self.cli.drop_database('new_db')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'drop database "new_db"'
            )

    def test_drop_measurement(self):
        """Test drop measurement for TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text='{"results":[{}]}'
            )
            self.cli.drop_measurement('new_measurement')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'drop measurement "new_measurement"'
            )

    def test_drop_numeric_named_database(self):
        """Test drop numeric db for TestInfluxDBClient object."""
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text='{"results":[{}]}'
            )
            self.cli.drop_database('123')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'drop database "123"'
            )

    def test_get_list_database(self):
        """Test get list of databases for TestInfluxDBClient object."""
        data = {'results': [
            {'series': [
                {'name': 'databases',
                 'values': [
                     ['new_db_1'],
                     ['new_db_2']],
                 'columns': ['name']}]}
        ]}

        with _mocked_session(self.cli, 'get', 200, json.dumps(data)):
            self.assertListEqual(
                self.cli.get_list_database(),
                [{'name': 'new_db_1'}, {'name': 'new_db_2'}]
            )

    @raises(Exception)
    def test_get_list_database_fails(self):
        """Test get list of dbs fail for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password')
        with _mocked_session(cli, 'get', 401):
            cli.get_list_database()

    def test_get_list_measurements(self):
        """Test get list of measurements for TestInfluxDBClient object."""
        data = {
            "results": [{
                "series": [
                    {"name": "measurements",
                     "columns": ["name"],
                     "values": [["cpu"], ["disk"]
                                ]}]}
            ]
        }

        with _mocked_session(self.cli, 'get', 200, json.dumps(data)):
            self.assertListEqual(
                self.cli.get_list_measurements(),
                [{'name': 'cpu'}, {'name': 'disk'}]
            )

    def test_get_list_series(self):
        """Test get a list of series from the database."""
        data = {'results': [
            {'series': [
                {
                    'values': [
                        ['cpu_load_short,host=server01,region=us-west'],
                        ['memory_usage,host=server02,region=us-east']],
                    'columns': ['key']
                }
            ]}
        ]}

        with _mocked_session(self.cli, 'get', 200, json.dumps(data)):
            self.assertListEqual(
                self.cli.get_list_series(),
                ['cpu_load_short,host=server01,region=us-west',
                 'memory_usage,host=server02,region=us-east'])

    def test_get_list_series_with_measurement(self):
        """Test get a list of series from the database by filter."""
        data = {'results': [
            {'series': [
                {
                    'values': [
                        ['cpu_load_short,host=server01,region=us-west']],
                    'columns': ['key']
                }
            ]}
        ]}

        with _mocked_session(self.cli, 'get', 200, json.dumps(data)):
            self.assertListEqual(
                self.cli.get_list_series(measurement='cpu_load_short'),
                ['cpu_load_short,host=server01,region=us-west'])

    def test_get_list_series_with_tags(self):
        """Test get a list of series from the database by tags."""
        data = {'results': [
            {'series': [
                {
                    'values': [
                        ['cpu_load_short,host=server01,region=us-west']],
                    'columns': ['key']
                }
            ]}
        ]}

        with _mocked_session(self.cli, 'get', 200, json.dumps(data)):
            self.assertListEqual(
                self.cli.get_list_series(tags={'region': 'us-west'}),
                ['cpu_load_short,host=server01,region=us-west'])

    @raises(Exception)
    def test_get_list_series_fails(self):
        """Test get a list of series from the database but fail."""
        cli = InfluxDBClient('host', 8086, 'username', 'password')
        with _mocked_session(cli, 'get', 401):
            cli.get_list_series()

    def test_create_retention_policy_default(self):
        """Test create default ret policy for TestInfluxDBClient object."""
        example_response = '{"results":[{}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            self.cli.create_retention_policy(
                'somename', '1d', 4, default=True, database='db'
            )

            self.assertEqual(
                m.last_request.qs['q'][0],
                'create retention policy "somename" on '
                '"db" duration 1d replication 4 shard duration 0s default'
            )

    def test_create_retention_policy(self):
        """Test create retention policy for TestInfluxDBClient object."""
        example_response = '{"results":[{}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            self.cli.create_retention_policy(
                'somename', '1d', 4, database='db'
            )

            self.assertEqual(
                m.last_request.qs['q'][0],
                'create retention policy "somename" on '
                '"db" duration 1d replication 4 shard duration 0s'
            )

    def test_create_retention_policy_shard_duration(self):
        """Test create retention policy with a custom shard duration."""
        example_response = '{"results":[{}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            self.cli.create_retention_policy(
                'somename2', '1d', 4, database='db',
                shard_duration='1h'
            )

            self.assertEqual(
                m.last_request.qs['q'][0],
                'create retention policy "somename2" on '
                '"db" duration 1d replication 4 shard duration 1h'
            )

    def test_create_retention_policy_shard_duration_default(self):
        """Test create retention policy with a default shard duration."""
        example_response = '{"results":[{}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            self.cli.create_retention_policy(
                'somename3', '1d', 4, database='db',
                shard_duration='1h', default=True
            )

            self.assertEqual(
                m.last_request.qs['q'][0],
                'create retention policy "somename3" on '
                '"db" duration 1d replication 4 shard duration 1h '
                'default'
            )

    def test_alter_retention_policy(self):
        """Test alter retention policy for TestInfluxDBClient object."""
        example_response = '{"results":[{}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            # Test alter duration
            self.cli.alter_retention_policy('somename', 'db',
                                            duration='4d')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'alter retention policy "somename" on "db" duration 4d'
            )
            # Test alter replication
            self.cli.alter_retention_policy('somename', 'db',
                                            replication=4)
            self.assertEqual(
                m.last_request.qs['q'][0],
                'alter retention policy "somename" on "db" replication 4'
            )

            # Test alter shard duration
            self.cli.alter_retention_policy('somename', 'db',
                                            shard_duration='1h')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'alter retention policy "somename" on "db" shard duration 1h'
            )

            # Test alter default
            self.cli.alter_retention_policy('somename', 'db',
                                            default=True)
            self.assertEqual(
                m.last_request.qs['q'][0],
                'alter retention policy "somename" on "db" default'
            )

    @raises(Exception)
    def test_alter_retention_policy_invalid(self):
        """Test invalid alter ret policy for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password')
        with _mocked_session(cli, 'get', 400):
            self.cli.alter_retention_policy('somename', 'db')

    def test_drop_retention_policy(self):
        """Test drop retention policy for TestInfluxDBClient object."""
        example_response = '{"results":[{}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            self.cli.drop_retention_policy('somename', 'db')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'drop retention policy "somename" on "db"'
            )

    @raises(Exception)
    def test_drop_retention_policy_fails(self):
        """Test failed drop ret policy for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password')
        with _mocked_session(cli, 'delete', 401):
            cli.drop_retention_policy('default', 'db')

    def test_get_list_retention_policies(self):
        """Test get retention policies for TestInfluxDBClient object."""
        example_response = \
            '{"results": [{"series": [{"values": [["fsfdsdf", "24h0m0s", 2]],'\
            ' "columns": ["name", "duration", "replicaN"]}]}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.GET,
                "http://localhost:8086/query",
                text=example_response
            )
            self.assertListEqual(
                self.cli.get_list_retention_policies("db"),
                [{'duration': '24h0m0s',
                  'name': 'fsfdsdf', 'replicaN': 2}]
            )

    @mock.patch('requests.Session.request')
    def test_request_retry(self, mock_request):
        """Test that two connection errors will be handled."""
        class CustomMock(object):
            """Create custom mock object for test."""

            def __init__(self):
                self.i = 0

            def connection_error(self, *args, **kwargs):
                """Handle a connection error for the CustomMock object."""
                self.i += 1

                if self.i < 3:
                    raise requests.exceptions.ConnectionError

                r = requests.Response()
                r.status_code = 204
                return r

        mock_request.side_effect = CustomMock().connection_error

        cli = InfluxDBClient(database='db')
        cli.write_points(
            self.dummy_points
        )

    @mock.patch('requests.Session.request')
    def test_request_retry_raises(self, mock_request):
        """Test that three requests errors will not be handled."""
        class CustomMock(object):
            """Create custom mock object for test."""

            def __init__(self):
                self.i = 0

            def connection_error(self, *args, **kwargs):
                """Handle a connection error for the CustomMock object."""
                self.i += 1

                if self.i < 4:
                    raise requests.exceptions.HTTPError
                else:
                    r = requests.Response()
                    r.status_code = 200
                    return r

        mock_request.side_effect = CustomMock().connection_error

        cli = InfluxDBClient(database='db')

        with self.assertRaises(requests.exceptions.HTTPError):
            cli.write_points(self.dummy_points)

    @mock.patch('requests.Session.request')
    def test_random_request_retry(self, mock_request):
        """Test that a random number of connection errors will be handled."""
        class CustomMock(object):
            """Create custom mock object for test."""

            def __init__(self, retries):
                self.i = 0
                self.retries = retries

            def connection_error(self, *args, **kwargs):
                """Handle a connection error for the CustomMock object."""
                self.i += 1

                if self.i < self.retries:
                    raise requests.exceptions.ConnectionError
                else:
                    r = requests.Response()
                    r.status_code = 204
                    return r

        retries = random.randint(1, 5)
        mock_request.side_effect = CustomMock(retries).connection_error

        cli = InfluxDBClient(database='db', retries=retries)
        cli.write_points(self.dummy_points)

    @mock.patch('requests.Session.request')
    def test_random_request_retry_raises(self, mock_request):
        """Test a random number of conn errors plus one will not be handled."""
        class CustomMock(object):
            """Create custom mock object for test."""

            def __init__(self, retries):
                self.i = 0
                self.retries = retries

            def connection_error(self, *args, **kwargs):
                """Handle a connection error for the CustomMock object."""
                self.i += 1

                if self.i < self.retries + 1:
                    raise requests.exceptions.ConnectionError
                else:
                    r = requests.Response()
                    r.status_code = 200
                    return r

        retries = random.randint(1, 5)
        mock_request.side_effect = CustomMock(retries).connection_error

        cli = InfluxDBClient(database='db', retries=retries)

        with self.assertRaises(requests.exceptions.ConnectionError):
            cli.write_points(self.dummy_points)

    def test_get_list_users(self):
        """Test get users for TestInfluxDBClient object."""
        example_response = (
            '{"results":[{"series":[{"columns":["user","admin"],'
            '"values":[["test",false]]}]}]}'
        )

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.GET,
                "http://localhost:8086/query",
                text=example_response
            )

            self.assertListEqual(
                self.cli.get_list_users(),
                [{'user': 'test', 'admin': False}]
            )

    def test_get_list_users_empty(self):
        """Test get empty userlist for TestInfluxDBClient object."""
        example_response = (
            '{"results":[{"series":[{"columns":["user","admin"]}]}]}'
        )
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.GET,
                "http://localhost:8086/query",
                text=example_response
            )

            self.assertListEqual(self.cli.get_list_users(), [])

    def test_grant_admin_privileges(self):
        """Test grant admin privs for TestInfluxDBClient object."""
        example_response = '{"results":[{}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            self.cli.grant_admin_privileges('test')

            self.assertEqual(
                m.last_request.qs['q'][0],
                'grant all privileges to "test"'
            )

    @raises(Exception)
    def test_grant_admin_privileges_invalid(self):
        """Test grant invalid admin privs for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password')
        with _mocked_session(cli, 'get', 400):
            self.cli.grant_admin_privileges('')

    def test_revoke_admin_privileges(self):
        """Test revoke admin privs for TestInfluxDBClient object."""
        example_response = '{"results":[{}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            self.cli.revoke_admin_privileges('test')

            self.assertEqual(
                m.last_request.qs['q'][0],
                'revoke all privileges from "test"'
            )

    @raises(Exception)
    def test_revoke_admin_privileges_invalid(self):
        """Test revoke invalid admin privs for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password')
        with _mocked_session(cli, 'get', 400):
            self.cli.revoke_admin_privileges('')

    def test_grant_privilege(self):
        """Test grant privs for TestInfluxDBClient object."""
        example_response = '{"results":[{}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            self.cli.grant_privilege('read', 'testdb', 'test')

            self.assertEqual(
                m.last_request.qs['q'][0],
                'grant read on "testdb" to "test"'
            )

    @raises(Exception)
    def test_grant_privilege_invalid(self):
        """Test grant invalid privs for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password')
        with _mocked_session(cli, 'get', 400):
            self.cli.grant_privilege('', 'testdb', 'test')

    def test_revoke_privilege(self):
        """Test revoke privs for TestInfluxDBClient object."""
        example_response = '{"results":[{}]}'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.POST,
                "http://localhost:8086/query",
                text=example_response
            )
            self.cli.revoke_privilege('read', 'testdb', 'test')

            self.assertEqual(
                m.last_request.qs['q'][0],
                'revoke read on "testdb" from "test"'
            )

    @raises(Exception)
    def test_revoke_privilege_invalid(self):
        """Test revoke invalid privs for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password')
        with _mocked_session(cli, 'get', 400):
            self.cli.revoke_privilege('', 'testdb', 'test')

    def test_get_list_privileges(self):
        """Test get list of privs for TestInfluxDBClient object."""
        data = {'results': [
            {'series': [
                {'columns': ['database', 'privilege'],
                 'values': [
                     ['db1', 'READ'],
                     ['db2', 'ALL PRIVILEGES'],
                     ['db3', 'NO PRIVILEGES']]}
            ]}
        ]}

        with _mocked_session(self.cli, 'get', 200, json.dumps(data)):
            self.assertListEqual(
                self.cli.get_list_privileges('test'),
                [{'database': 'db1', 'privilege': 'READ'},
                 {'database': 'db2', 'privilege': 'ALL PRIVILEGES'},
                 {'database': 'db3', 'privilege': 'NO PRIVILEGES'}]
            )

    @raises(Exception)
    def test_get_list_privileges_fails(self):
        """Test failed get list of privs for TestInfluxDBClient object."""
        cli = InfluxDBClient('host', 8086, 'username', 'password')
        with _mocked_session(cli, 'get', 401):
            cli.get_list_privileges('test')

    def test_get_list_continuous_queries(self):
        """Test getting a list of continuous queries."""
        data = {
            "results": [
                {
                    "statement_id": 0,
                    "series": [
                        {
                            "name": "testdb01",
                            "columns": ["name", "query"],
                            "values": [["testname01", "testquery01"],
                                       ["testname02", "testquery02"]]
                        },
                        {
                            "name": "testdb02",
                            "columns": ["name", "query"],
                            "values": [["testname03", "testquery03"]]
                        },
                        {
                            "name": "testdb03",
                            "columns": ["name", "query"]
                        }
                    ]
                }
            ]
        }

        with _mocked_session(self.cli, 'get', 200, json.dumps(data)):
            self.assertListEqual(
                self.cli.get_list_continuous_queries(),
                [
                    {
                        'testdb01': [
                            {'name': 'testname01', 'query': 'testquery01'},
                            {'name': 'testname02', 'query': 'testquery02'}
                        ]
                    },
                    {
                        'testdb02': [
                            {'name': 'testname03', 'query': 'testquery03'}
                        ]
                    },
                    {
                        'testdb03': []
                    }
                ]
            )

    @raises(Exception)
    def test_get_list_continuous_queries_fails(self):
        """Test failing to get a list of continuous queries."""
        with _mocked_session(self.cli, 'get', 400):
            self.cli.get_list_continuous_queries()

    def test_create_continuous_query(self):
        """Test continuous query creation."""
        data = {"results": [{}]}
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.GET,
                "http://localhost:8086/query",
                text=json.dumps(data)
            )
            query = 'SELECT count("value") INTO "6_months"."events" FROM ' \
                    '"events" GROUP BY time(10m)'
            self.cli.create_continuous_query('cq_name', query, 'db_name')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'create continuous query "cq_name" on "db_name" begin select '
                'count("value") into "6_months"."events" from "events" group '
                'by time(10m) end'
            )
            self.cli.create_continuous_query('cq_name', query, 'db_name',
                                             'EVERY 10s FOR 2m')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'create continuous query "cq_name" on "db_name" resample '
                'every 10s for 2m begin select count("value") into '
                '"6_months"."events" from "events" group by time(10m) end'
            )

    @raises(Exception)
    def test_create_continuous_query_fails(self):
        """Test failing to create a continuous query."""
        with _mocked_session(self.cli, 'get', 400):
            self.cli.create_continuous_query('cq_name', 'select', 'db_name')

    def test_drop_continuous_query(self):
        """Test dropping a continuous query."""
        data = {"results": [{}]}
        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.GET,
                "http://localhost:8086/query",
                text=json.dumps(data)
            )
            self.cli.drop_continuous_query('cq_name', 'db_name')
            self.assertEqual(
                m.last_request.qs['q'][0],
                'drop continuous query "cq_name" on "db_name"'
            )

    @raises(Exception)
    def test_drop_continuous_query_fails(self):
        """Test failing to drop a continuous query."""
        with _mocked_session(self.cli, 'get', 400):
            self.cli.drop_continuous_query('cq_name', 'db_name')

    def test_invalid_port_fails(self):
        """Test invalid port fail for TestInfluxDBClient object."""
        with self.assertRaises(ValueError):
            InfluxDBClient('host', '80/redir', 'username', 'password')

    def test_chunked_response(self):
        """Test chunked reponse for TestInfluxDBClient object."""
        example_response = \
            u'{"results":[{"statement_id":0,"series":[{"columns":["key"],' \
            '"values":[["cpu"],["memory"],["iops"],["network"]],"partial":' \
            'true}],"partial":true}]}\n{"results":[{"statement_id":0,' \
            '"series":[{"columns":["key"],"values":[["qps"],["uptime"],' \
            '["df"],["mount"]]}]}]}\n'

        with requests_mock.Mocker() as m:
            m.register_uri(
                requests_mock.GET,
                "http://localhost:8086/query",
                text=example_response
            )
            response = self.cli.query('show series',
                                      chunked=True, chunk_size=4)
            res = list(response)
            self.assertTrue(len(res) == 2)
            self.assertEqual(res[0].__repr__(), ResultSet(
                {'series': [{
                    'columns': ['key'],
                    'values': [['cpu'], ['memory'], ['iops'], ['network']]
                }]}).__repr__())
            self.assertEqual(res[1].__repr__(), ResultSet(
                {'series': [{
                    'columns': ['key'],
                    'values': [['qps'], ['uptime'], ['df'], ['mount']]
                }]}).__repr__())


class FakeClient(InfluxDBClient):
    """Set up a fake client instance of InfluxDBClient."""

    def __init__(self, *args, **kwargs):
        """Initialize an instance of the FakeClient object."""
        super(FakeClient, self).__init__(*args, **kwargs)

    def query(self,
              query,
              params=None,
              expected_response_code=200,
              database=None):
        """Query data from the FakeClient object."""
        if query == 'Fail':
            raise Exception("Fail")
        elif query == 'Fail once' and self._host == 'host1':
            raise Exception("Fail Once")
        elif query == 'Fail twice' and self._host in 'host1 host2':
            raise Exception("Fail Twice")
        else:
            return "Success"