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# coding: utf-8
from __future__ import absolute_import
import datetime
import os
import sys
import unittest
from collections import namedtuple
from datetime import timedelta
from multiprocessing.pool import ApplyResult
import httpretty
import pytest
import influxdb_client
from influxdb_client import Point, WritePrecision, InfluxDBClient
from influxdb_client.client.write_api import SYNCHRONOUS, ASYNCHRONOUS, PointSettings
from influxdb_client.rest import ApiException
from tests.base_test import BaseTest
class SynchronousWriteTest(BaseTest):
def setUp(self) -> None:
super().setUp()
os.environ['data_center'] = "LA"
self.id_tag = "132-987-655"
self.customer_tag = "California Miner"
self.data_center_key = "data_center"
self.write_client = self.client.write_api(write_options=SYNCHRONOUS,
point_settings=PointSettings(**{"id": self.id_tag,
"customer": self.customer_tag,
self.data_center_key:
'${env.data_center}'}))
def tearDown(self) -> None:
self.write_client.close()
super().tearDown()
def test_write_line_protocol(self):
bucket = self.create_test_bucket()
record = "h2o_feet,location=coyote_creek level\\ water_level=1 1"
self.write_client.write(bucket.name, self.org, record)
result = self.query_api.query(f"from(bucket:\"{bucket.name}\") |> range(start: 1970-01-01T00:00:00.000000001Z)",
self.org)
self.assertEqual(len(result), 1)
self.assertEqual(result[0].records[0].get_measurement(), "h2o_feet")
self.assertEqual(result[0].records[0].get_value(), 1.0)
self.assertEqual(result[0].records[0].get_field(), "level water_level")
self.assertEqual(result[0].records[0].get_time(),
datetime.datetime(1970, 1, 1, 0, 0, tzinfo=datetime.timezone.utc))
self.delete_test_bucket(bucket)
def test_write_precision(self):
bucket = self.create_test_bucket()
self.write_client.write(org="my-org", bucket=bucket.name, record="air,location=Python humidity=99",
write_precision=WritePrecision.MS)
result = self.query_api.query(
"from(bucket:\"" + bucket.name + "\") |> range(start: 1970-01-01T00:00:00.000000001Z) |> last()", self.org)
self.assertEqual(len(result), 1)
self.delete_test_bucket(bucket)
def test_write_records_list(self):
bucket = self.create_test_bucket()
_record1 = "h2o_feet,location=coyote_creek level\\ water_level=1 1"
_record2 = "h2o_feet,location=coyote_creek level\\ water_level=2 2"
record_list = [_record1, _record2]
self.write_client.write(bucket.name, self.org, record_list)
query = 'from(bucket:"' + bucket.name + '") |> range(start: 1970-01-01T00:00:00.000000001Z)'
flux_result = self.client.query_api().query(query)
self.assertEqual(1, len(flux_result))
records = flux_result[0].records
self.assertEqual(2, len(records))
self.assertEqual("h2o_feet", records[0].get_measurement())
self.assertEqual(1, records[0].get_value())
self.assertEqual("level water_level", records[0].get_field())
self.assertEqual("h2o_feet", records[1].get_measurement())
self.assertEqual(2, records[1].get_value())
self.assertEqual("level water_level", records[1].get_field())
self.delete_test_bucket(bucket)
def test_write_points_unicode(self):
bucket = self.create_test_bucket()
measurement = "h2o_feet_ěščřĚŠČŘ"
field_name = "field_ěščř"
utf8_val = "Přerov 🍺"
tag = "tag_ěščř"
tag_value = "tag_value_ěščř"
p = Point(measurement)
p.field(field_name, utf8_val)
p.tag(tag, tag_value)
record_list = [p]
self.write_client.write(bucket.name, self.org, record_list)
query = 'from(bucket:"' + bucket.name + '") |> range(start: 1970-01-01T00:00:00.000000001Z)'
flux_result = self.client.query_api().query(query)
self.assertEqual(1, len(flux_result))
rec = flux_result[0].records[0]
self.assertEqual(self.id_tag, rec["id"])
self.assertEqual(self.customer_tag, rec["customer"])
self.assertEqual("LA", rec[self.data_center_key])
self.assertEqual(measurement, rec.get_measurement())
self.assertEqual(utf8_val, rec.get_value())
self.assertEqual(field_name, rec.get_field())
def test_write_using_default_tags(self):
bucket = self.create_test_bucket()
measurement = "h2o_feet"
field_name = "water_level"
val = "1.0"
val2 = "2.0"
tag = "location"
tag_value = "creek level"
p = Point(measurement)
p.field(field_name, val)
p.tag(tag, tag_value)
p.time(1)
p2 = Point(measurement)
p2.field(field_name, val2)
p2.tag(tag, tag_value)
p2.time(2)
record_list = [p, p2]
self.write_client.write(bucket.name, self.org, record_list)
query = 'from(bucket:"' + bucket.name + '") |> range(start: 1970-01-01T00:00:00.000000001Z)'
flux_result = self.client.query_api().query(query)
self.assertEqual(1, len(flux_result))
rec = flux_result[0].records[0]
rec2 = flux_result[0].records[1]
self.assertEqual(self.id_tag, rec["id"])
self.assertEqual(self.customer_tag, rec["customer"])
self.assertEqual("LA", rec[self.data_center_key])
self.assertEqual(self.id_tag, rec2["id"])
self.assertEqual(self.customer_tag, rec2["customer"])
self.assertEqual("LA", rec2[self.data_center_key])
self.delete_test_bucket(bucket)
def test_write_result(self):
_bucket = self.create_test_bucket()
_record = "h2o_feet,location=coyote_creek level\\ water_level=1 1"
result = self.write_client.write(_bucket.name, self.org, _record)
# The success response is 204 - No Content
self.assertEqual(None, result)
def test_write_error(self):
_bucket = self.create_test_bucket()
_record = "h2o_feet,location=coyote_creek level\\"
with self.assertRaises(ApiException) as cm:
self.write_client.write(_bucket.name, self.org, _record)
exception = cm.exception
self.assertEqual(400, exception.status)
self.assertEqual("Bad Request", exception.reason)
def test_write_dictionary(self):
_bucket = self.create_test_bucket()
_point = {"measurement": "h2o_feet", "tags": {"location": "coyote_creek"},
"time": "2009-11-10T23:00:00Z", "fields": {"water_level": 1.0}}
self.write_client.write(_bucket.name, self.org, _point)
result = self.query_api.query(
"from(bucket:\"" + _bucket.name + "\") |> range(start: 1970-01-01T00:00:00.000000001Z) |> last()", self.org)
self.assertEqual(len(result), 1)
self.assertEqual(result[0].records[0].get_measurement(), "h2o_feet")
self.assertEqual(result[0].records[0].get_value(), 1.0)
self.assertEqual(result[0].records[0].values.get("location"), "coyote_creek")
self.assertEqual(result[0].records[0].get_field(), "water_level")
self.assertEqual(result[0].records[0].get_time(),
datetime.datetime(2009, 11, 10, 23, 0, tzinfo=datetime.timezone.utc))
self.delete_test_bucket(_bucket)
def test_write_bytes(self):
_bucket = self.create_test_bucket()
_bytes = "h2o_feet,location=coyote_creek level\\ water_level=1 1".encode("utf-8")
self.write_client.write(_bucket.name, self.org, _bytes)
result = self.query_api.query(
f"from(bucket:\"{_bucket.name}\") |> range(start: 1970-01-01T00:00:00.000000001Z)", self.org)
self.assertEqual(len(result), 1)
self.assertEqual(result[0].records[0].get_measurement(), "h2o_feet")
self.assertEqual(result[0].records[0].get_value(), 1.0)
self.assertEqual(result[0].records[0].values.get("location"), "coyote_creek")
self.assertEqual(result[0].records[0].get_field(), "level water_level")
self.assertEqual(result[0].records[0].get_time(),
datetime.datetime(1970, 1, 1, 0, 0, tzinfo=datetime.timezone.utc))
self.delete_test_bucket(_bucket)
def test_write_tuple(self):
bucket = self.create_test_bucket()
_record1 = "h2o_feet,location=coyote_creek level\\ water_level=1 1"
_record2 = "h2o_feet,location=coyote_creek level\\ water_level=2 2"
_bytes = "h2o_feet,location=coyote_creek level\\ water_level=3 3".encode("utf-8")
p = (Point("h2o_feet").tag("location", "coyote_creek").field("level water_level", 4.0).time(4))
tuple = (_record1, _record2, _bytes, (p, ))
self.write_client = self.client.write_api(write_options=SYNCHRONOUS)
self.write_client.write(bucket.name, self.org, tuple)
query = f'from(bucket:"{bucket.name}") |> range(start: 1970-01-01T00:00:00.000000001Z)'
flux_result = self.client.query_api().query(query)
self.assertEqual(1, len(flux_result))
records = flux_result[0].records
self.assertEqual(4, len(records))
self.assertEqual("h2o_feet", records[0].get_measurement())
self.assertEqual(1, records[0].get_value())
self.assertEqual("level water_level", records[0].get_field())
self.assertEqual("h2o_feet", records[1].get_measurement())
self.assertEqual(2, records[1].get_value())
self.assertEqual("level water_level", records[1].get_field())
self.assertEqual("h2o_feet", records[2].get_measurement())
self.assertEqual(3, records[2].get_value())
self.assertEqual("level water_level", records[2].get_field())
self.assertEqual("h2o_feet", records[3].get_measurement())
self.assertEqual(4, records[3].get_value())
self.assertEqual("level water_level", records[3].get_field())
self.delete_test_bucket(bucket)
def test_write_data_frame(self):
from influxdb_client.extras import pd
bucket = self.create_test_bucket()
now = pd.Timestamp('1970-01-01 00:00+00:00')
data_frame = pd.DataFrame(data=[["coyote_creek", 1], ["coyote_creek", 2]],
index=[now + timedelta(hours=1), now + timedelta(hours=2)],
columns=["location", "water water_level"])
self.write_client.write(bucket.name, record=data_frame, data_frame_measurement_name='h2o_feet',
data_frame_tag_columns=['location'])
result = self.query_api.query(
f"from(bucket:\"{bucket.name}\") |> range(start: 1970-01-01T00:00:00.000000001Z)", self.org)
self.assertEqual(1, len(result))
self.assertEqual(2, len(result[0].records))
self.assertEqual(result[0].records[0].get_measurement(), "h2o_feet")
self.assertEqual(result[0].records[0].get_value(), 1.0)
self.assertEqual(result[0].records[0].values.get("location"), "coyote_creek")
self.assertEqual(result[0].records[0].get_field(), "water water_level")
self.assertEqual(result[0].records[0].get_time(),
datetime.datetime(1970, 1, 1, 1, 0, tzinfo=datetime.timezone.utc))
self.assertEqual(result[0].records[1].get_measurement(), "h2o_feet")
self.assertEqual(result[0].records[1].get_value(), 2.0)
self.assertEqual(result[0].records[1].values.get("location"), "coyote_creek")
self.assertEqual(result[0].records[1].get_field(), "water water_level")
self.assertEqual(result[0].records[1].get_time(),
datetime.datetime(1970, 1, 1, 2, 0, tzinfo=datetime.timezone.utc))
self.delete_test_bucket(bucket)
def test_write_data_frame_without_measurement_name(self):
from influxdb_client.extras import pd
bucket = self.create_test_bucket()
now = pd.Timestamp('1970-01-01 00:00+00:00')
data_frame = pd.DataFrame(data=[["coyote_creek", 1.0], ["coyote_creek", 2.0]],
index=[now + timedelta(hours=1), now + timedelta(hours=2)],
columns=["location", "water_level"])
with self.assertRaises(TypeError) as cm:
self.write_client.write(bucket.name, record=data_frame)
exception = cm.exception
self.assertEqual('"data_frame_measurement_name" is a Required Argument', exception.__str__())
def test_use_default_org(self):
bucket = self.create_test_bucket()
record = "h2o_feet,location=coyote_creek level\\ water_level=1 1"
self.write_client.write(bucket.name, record=record)
result = self.query_api.query(
f"from(bucket:\"{bucket.name}\") |> range(start: 1970-01-01T00:00:00.000000001Z)", self.org)
self.assertEqual(len(result), 1)
self.assertEqual(result[0].records[0].get_measurement(), "h2o_feet")
self.assertEqual(result[0].records[0].get_value(), 1.0)
self.assertEqual(result[0].records[0].get_field(), "level water_level")
self.assertEqual(result[0].records[0].get_time(),
datetime.datetime(1970, 1, 1, 0, 0, tzinfo=datetime.timezone.utc))
def test_write_empty_data(self):
bucket = self.create_test_bucket()
result = self.query_api.query(
"from(bucket:\"" + bucket.name + "\") |> range(start: 1970-01-01T00:00:00.000000001Z) |> last()", self.org)
self.assertEqual(len(result), 0)
def test_write_point_different_precision(self):
bucket = self.create_test_bucket()
point1 = Point('test_precision') \
.field('power', 10) \
.tag('powerFlow', 'low') \
.time(datetime.datetime(2020, 4, 20, 6, 30, tzinfo=datetime.timezone.utc), WritePrecision.S)
point2 = Point('test_precision') \
.field('power', 20) \
.tag('powerFlow', 'high') \
.time(datetime.datetime(2020, 4, 20, 5, 30, tzinfo=datetime.timezone.utc), WritePrecision.MS)
writer = self.client.write_api(write_options=SYNCHRONOUS)
writer.write(bucket.name, self.org, [point1, point2])
result = self.query_api.query(
f"from(bucket:\"{bucket.name}\") |> range(start: 1970-01-01T00:00:00.000000001Z) |> last() "
"|> sort(columns: [\"_time\"], desc: false)", self.org)
self.assertEqual(len(result), 2)
self.assertEqual(len(result[0].records), 1)
self.assertEqual(len(result[1].records), 1)
self.assertEqual(result[0].records[0].get_time(),
datetime.datetime(2020, 4, 20, 5, 30, tzinfo=datetime.timezone.utc))
self.assertEqual(result[1].records[0].get_time(),
datetime.datetime(2020, 4, 20, 6, 30, tzinfo=datetime.timezone.utc))
def test_write_point_with_default_tags(self):
bucket = self.create_test_bucket()
point = Point("h2o_feet")\
.field("water_level", 1)\
.tag("location", "creek level")
self.write_client.write(bucket.name, self.org, point)
flux_result = self.client.query_api().query(f'from(bucket:"{bucket.name}") |> range(start: 1970-01-01T00:00:00.000000001Z)')
self.assertEqual(1, len(flux_result))
record = flux_result[0].records[0]
self.assertEqual(self.id_tag, record["id"])
self.assertEqual(self.customer_tag, record["customer"])
self.assertEqual("LA", record[self.data_center_key])
def test_write_list_of_list_point_with_default_tags(self):
bucket = self.create_test_bucket()
point = Point("h2o_feet")\
.field("water_level", 1)\
.tag("location", "creek level")
self.write_client.write(bucket.name, self.org, [[point]])
flux_result = self.client.query_api().query(f'from(bucket:"{bucket.name}") |> range(start: 1970-01-01T00:00:00.000000001Z)')
self.assertEqual(1, len(flux_result))
record = flux_result[0].records[0]
self.assertEqual(self.id_tag, record["id"])
self.assertEqual(self.customer_tag, record["customer"])
self.assertEqual("LA", record[self.data_center_key])
def test_check_write_permission_by_empty_data(self):
client = InfluxDBClient(url="http://localhost:8086", token="my-token-wrong", org="my-org")
write_api = client.write_api(write_options=SYNCHRONOUS)
with self.assertRaises(ApiException) as cm:
write_api.write("my-bucket", self.org, b'')
exception = cm.exception
self.assertEqual(401, exception.status)
self.assertEqual("Unauthorized", exception.reason)
client.close()
def test_write_query_data_nanoseconds(self):
from influxdb_client.client.util.date_utils_pandas import PandasDateTimeHelper
import influxdb_client.client.util.date_utils as date_utils
date_utils.date_helper = PandasDateTimeHelper()
bucket = self.create_test_bucket()
point = Point("h2o_feet") \
.field("water_level", 155) \
.tag("location", "creek level")\
.time('1996-02-25T21:20:00.001001231Z')
self.write_client.write(bucket.name, self.org, [point])
flux_result = self.client.query_api().query(
f'from(bucket:"{bucket.name}") |> range(start: 1970-01-01T00:00:00.000000001Z)')
self.assertEqual(1, len(flux_result))
record = flux_result[0].records[0]
self.assertEqual(self.id_tag, record["id"])
self.assertEqual(record["_value"], 155)
self.assertEqual(record["location"], "creek level")
self.assertEqual(record["_time"].year, 1996)
self.assertEqual(record["_time"].month, 2)
self.assertEqual(record["_time"].day, 25)
self.assertEqual(record["_time"].hour, 21)
self.assertEqual(record["_time"].minute, 20)
self.assertEqual(record["_time"].second, 00)
self.assertEqual(record["_time"].microsecond, 1001)
self.assertEqual(record["_time"].nanosecond, 231)
date_utils.date_helper = None
class WriteApiTestMock(BaseTest):
def setUp(self) -> None:
httpretty.enable()
httpretty.reset()
conf = influxdb_client.configuration.Configuration()
conf.host = "http://localhost"
conf.debug = False
self.influxdb_client = InfluxDBClient(url=conf.host, token="my-token")
def tearDown(self) -> None:
self.influxdb_client.close()
httpretty.disable()
def test_writes_synchronous_without_retry(self):
httpretty.register_uri(httpretty.POST, uri="http://localhost/api/v2/write", status=503)
self.write_client = self.influxdb_client.write_api(write_options=SYNCHRONOUS)
with self.assertRaises(ApiException) as cm:
self.write_client.write("my-bucket", "my-org", "h2o_feet,location=coyote_creek water_level=1 1")
exception = cm.exception
self.assertEqual("Service Unavailable", exception.reason)
self.assertEqual(1, len(httpretty.httpretty.latest_requests))
def test_writes_asynchronous_without_retry(self):
httpretty.register_uri(httpretty.POST, uri="http://localhost/api/v2/write", status=503)
self.write_client = self.influxdb_client.write_api(write_options=ASYNCHRONOUS)
with self.assertRaises(ApiException) as cm:
self.write_client.write("my-bucket", "my-org", "h2o_feet,location=coyote_creek water_level=1 1").get()
exception = cm.exception
self.assertEqual("Service Unavailable", exception.reason)
self.assertEqual(1, len(httpretty.httpretty.latest_requests))
def test_writes_default_tags_dict_without_tag(self):
httpretty.register_uri(httpretty.POST, uri="http://localhost/api/v2/write", status=204)
point_settings = PointSettings(**{"id": "132-987-655", "customer": "California Miner"})
self.write_client = self.influxdb_client.write_api(write_options=SYNCHRONOUS,
point_settings=point_settings)
self.write_client.write("my-bucket", "my-org", {"measurement": "h2o", "fields": {"level": 1.0}, "time": 1})
requests = httpretty.httpretty.latest_requests
self.assertEqual(1, len(requests))
self.assertEqual("h2o,customer=California\\ Miner,id=132-987-655 level=1 1", requests[0].parsed_body)
def test_redirect(self):
from urllib3 import Retry
Retry.DEFAULT_REMOVE_HEADERS_ON_REDIRECT = frozenset()
Retry.DEFAULT.remove_headers_on_redirect = Retry.DEFAULT_REMOVE_HEADERS_ON_REDIRECT
self.influxdb_client.close()
self.influxdb_client = InfluxDBClient(url="http://localhost", token="my-token", org="my-org")
httpretty.register_uri(httpretty.POST, uri="http://localhost2/api/v2/write", status=204)
httpretty.register_uri(httpretty.POST, uri="http://localhost/api/v2/write", status=301,
adding_headers={'Location': 'http://localhost2/api/v2/write'})
self.write_client = self.influxdb_client.write_api(write_options=SYNCHRONOUS)
self.write_client.write("my-bucket", "my-org", {"measurement": "h2o", "fields": {"level": 1.0}, "time": 1})
requests = httpretty.httpretty.latest_requests
self.assertEqual(2, len(requests))
self.assertEqual('Token my-token', requests[0].headers['Authorization'])
self.assertEqual('Token my-token', requests[1].headers['Authorization'])
from urllib3 import Retry
Retry.DEFAULT.remove_headers_on_redirect = Retry.DEFAULT_REMOVE_HEADERS_ON_REDIRECT
def test_named_tuple(self):
httpretty.register_uri(httpretty.POST, uri="http://localhost/api/v2/write", status=204)
self.write_client = self.influxdb_client.write_api(write_options=SYNCHRONOUS)
Factory = namedtuple('Factory', ['measurement', 'position', 'customers'])
factory = Factory(measurement='factory', position="central europe", customers=123456)
self.write_client.write("my-bucket", "my-org", factory,
record_measurement_key="measurement",
record_tag_keys=["position"],
record_field_keys=["customers"])
requests = httpretty.httpretty.latest_requests
self.assertEqual(1, len(requests))
self.assertEqual("factory,position=central\\ europe customers=123456i", requests[0].parsed_body)
@pytest.mark.skipif(sys.version_info < (3, 8), reason="requires python3.8 or higher")
def test_data_class(self):
httpretty.register_uri(httpretty.POST, uri="http://localhost/api/v2/write", status=204)
self.write_client = self.influxdb_client.write_api(write_options=SYNCHRONOUS)
from dataclasses import dataclass
@dataclass
class Car:
engine: str
type: str
speed: float
car = Car('12V-BT', 'sport-cars', 125.25)
self.write_client.write("my-bucket", "my-org",
record=car,
record_measurement_name="performance",
record_tag_keys=["engine", "type"],
record_field_keys=["speed"])
requests = httpretty.httpretty.latest_requests
self.assertEqual(1, len(requests))
self.assertEqual("performance,engine=12V-BT,type=sport-cars speed=125.25", requests[0].parsed_body)
class AsynchronousWriteTest(BaseTest):
def setUp(self) -> None:
super().setUp()
os.environ['data_center'] = "LA"
self.id_tag = "132-987-655"
self.customer_tag = "California Miner"
self.data_center_key = "data_center"
self.write_client = self.client.write_api(write_options=ASYNCHRONOUS,
point_settings=PointSettings(**{"id": self.id_tag,
"customer": self.customer_tag,
self.data_center_key:
'${env.data_center}'}))
def tearDown(self) -> None:
self.write_client.close()
super().tearDown()
def test_write_result(self):
_bucket = self.create_test_bucket()
_record = "h2o_feet,location=coyote_creek level\\ water_level=1 1"
result = self.write_client.write(_bucket.name, self.org, _record)
self.assertEqual(ApplyResult, type(result))
self.assertEqual(None, result.get())
self.delete_test_bucket(_bucket)
def test_write_dictionaries(self):
bucket = self.create_test_bucket()
_point1 = {"measurement": "h2o_feet", "tags": {"location": "coyote_creek"},
"time": "2009-11-10T22:00:00Z", "fields": {"water_level": 1.0}}
_point2 = {"measurement": "h2o_feet", "tags": {"location": "coyote_creek"},
"time": "2009-11-10T23:00:00Z", "fields": {"water_level": 2.0}}
_point_list = [_point1, _point2]
async_result = self.write_client.write(bucket.name, self.org, _point_list)
async_result.get()
query = 'from(bucket:"' + bucket.name + '") |> range(start: 1970-01-01T00:00:00.000000001Z)'
flux_result = self.client.query_api().query(query)
self.assertEqual(1, len(flux_result))
records = flux_result[0].records
self.assertEqual(2, len(records))
self.assertEqual("h2o_feet", records[0].get_measurement())
self.assertEqual(1, records[0].get_value())
self.assertEqual("water_level", records[0].get_field())
self.assertEqual("coyote_creek", records[0].values.get('location'))
self.assertEqual(records[0].get_time(),
datetime.datetime(2009, 11, 10, 22, 0, tzinfo=datetime.timezone.utc))
self.assertEqual("h2o_feet", records[1].get_measurement())
self.assertEqual(2, records[1].get_value())
self.assertEqual("water_level", records[1].get_field())
self.assertEqual("coyote_creek", records[1].values.get('location'))
self.assertEqual(records[1].get_time(),
datetime.datetime(2009, 11, 10, 23, 0, tzinfo=datetime.timezone.utc))
self.delete_test_bucket(bucket)
def test_use_default_tags_with_dictionaries(self):
bucket = self.create_test_bucket()
_point1 = {"measurement": "h2o_feet", "tags": {"location": "coyote_creek"},
"time": "2009-11-10T22:00:00Z", "fields": {"water_level": 1.0}}
_point2 = {"measurement": "h2o_feet", "tags": {"location": "coyote_creek"},
"time": "2009-11-10T23:00:00Z", "fields": {"water_level": 2.0}}
_point_list = [_point1, _point2]
async_result = self.write_client.write(bucket.name, self.org, _point_list)
async_result.get()
query = 'from(bucket:"' + bucket.name + '") |> range(start: 1970-01-01T00:00:00.000000001Z)'
flux_result = self.client.query_api().query(query)
self.assertEqual(1, len(flux_result))
records = flux_result[0].records
self.assertEqual(2, len(records))
rec = records[0]
rec2 = records[1]
self.assertEqual(self.id_tag, rec["id"])
self.assertEqual(self.customer_tag, rec["customer"])
self.assertEqual("LA", rec[self.data_center_key])
self.assertEqual(self.id_tag, rec2["id"])
self.assertEqual(self.customer_tag, rec2["customer"])
self.assertEqual("LA", rec2[self.data_center_key])
self.delete_test_bucket(bucket)
def test_use_default_tags_with_data_frame(self):
from influxdb_client.extras import pd
bucket = self.create_test_bucket()
now = pd.Timestamp('1970-01-01 00:00+00:00')
data_frame = pd.DataFrame(data=[["coyote_creek", 1.0], ["coyote_creek", 2.0]],
index=[now + timedelta(hours=1), now + timedelta(hours=2)],
columns=["location", "water_level"])
async_result = self.write_client.write(bucket.name, record=data_frame, data_frame_measurement_name='h2o_feet',
data_frame_tag_columns=['location'])
async_result.get()
query = 'from(bucket:"' + bucket.name + '") |> range(start: 1970-01-01T00:00:00.000000001Z)'
flux_result = self.client.query_api().query(query)
self.assertEqual(1, len(flux_result))
records = flux_result[0].records
self.assertEqual(2, len(records))
rec = records[0]
rec2 = records[1]
self.assertEqual(self.id_tag, rec["id"])
self.assertEqual(self.customer_tag, rec["customer"])
self.assertEqual("LA", rec[self.data_center_key])
self.assertEqual(self.id_tag, rec2["id"])
self.assertEqual(self.customer_tag, rec2["customer"])
self.assertEqual("LA", rec2[self.data_center_key])
self.delete_test_bucket(bucket)
def test_write_bytes(self):
bucket = self.create_test_bucket()
_bytes1 = "h2o_feet,location=coyote_creek level\\ water_level=1 1".encode("utf-8")
_bytes2 = "h2o_feet,location=coyote_creek level\\ water_level=2 2".encode("utf-8")
_bytes_list = [_bytes1, _bytes2]
async_result = self.write_client.write(bucket.name, self.org, _bytes_list, write_precision=WritePrecision.S)
async_result.get()
query = 'from(bucket:"' + bucket.name + '") |> range(start: 1970-01-01T00:00:00.000000001Z)'
flux_result = self.client.query_api().query(query)
self.assertEqual(1, len(flux_result))
records = flux_result[0].records
self.assertEqual(2, len(records))
self.assertEqual("h2o_feet", records[0].get_measurement())
self.assertEqual(1, records[0].get_value())
self.assertEqual("level water_level", records[0].get_field())
self.assertEqual("coyote_creek", records[0].values.get('location'))
self.assertEqual(records[0].get_time(),
datetime.datetime(1970, 1, 1, 0, 0, 1, tzinfo=datetime.timezone.utc))
self.assertEqual("h2o_feet", records[1].get_measurement())
self.assertEqual(2, records[1].get_value())
self.assertEqual("level water_level", records[1].get_field())
self.assertEqual("coyote_creek", records[1].values.get('location'))
self.assertEqual(records[1].get_time(),
datetime.datetime(1970, 1, 1, 0, 0, 2, tzinfo=datetime.timezone.utc))
self.delete_test_bucket(bucket)
def test_write_point_different_precision(self):
bucket = self.create_test_bucket()
_point1 = Point("h2o_feet").tag("location", "coyote_creek").field("level water_level", 5.0).time(5,
WritePrecision.S)
_point2 = Point("h2o_feet").tag("location", "coyote_creek").field("level water_level", 6.0).time(6,
WritePrecision.US)
_point_list = [_point1, _point2]
async_results = self.write_client.write(bucket.name, self.org, _point_list)
self.assertEqual(2, len(async_results))
for async_result in async_results:
async_result.get()
query = f'from(bucket:"{bucket.name}") |> range(start: 1970-01-01T00:00:00.000000001Z) '\
'|> sort(columns: [\"_time\"], desc: false)'
flux_result = self.client.query_api().query(query)
self.assertEqual(1, len(flux_result))
records = flux_result[0].records
self.assertEqual(2, len(records))
self.assertEqual(records[0].get_time(),
datetime.datetime(1970, 1, 1, 0, 0, 0, 6, tzinfo=datetime.timezone.utc))
self.assertEqual(records[1].get_time(),
datetime.datetime(1970, 1, 1, 0, 0, 5, tzinfo=datetime.timezone.utc))
class PointSettingTest(BaseTest):
def setUp(self) -> None:
super().setUp()
self.id_tag = "132-987-655"
self.customer_tag = "California Miner"
def tearDown(self) -> None:
self.write_client.close()
super().tearDown()
def test_point_settings(self):
self.write_client = self.client.write_api(write_options=SYNCHRONOUS,
point_settings=PointSettings(**{"id": self.id_tag,
"customer": self.customer_tag}))
default_tags = self.write_client._point_settings.defaultTags
self.assertEqual(self.id_tag, default_tags.get("id"))
self.assertEqual(self.customer_tag, default_tags.get("customer"))
def test_point_settings_with_add(self):
os.environ['data_center'] = "LA"
point_settings = PointSettings()
point_settings.add_default_tag("id", self.id_tag)
point_settings.add_default_tag("customer", self.customer_tag)
point_settings.add_default_tag("data_center", "${env.data_center}")
self.write_client = self.client.write_api(write_options=SYNCHRONOUS, point_settings=point_settings)
default_tags = self.write_client._point_settings.defaultTags
self.assertEqual(self.id_tag, default_tags.get("id"))
self.assertEqual(self.customer_tag, default_tags.get("customer"))
self.assertEqual("LA", default_tags.get("data_center"))
class DefaultTagsConfiguration(BaseTest):
def setUp(self) -> None:
super().setUp()
os.environ['data_center'] = "LA"
self.id_tag = "132-987-655"
self.customer_tag = "California Miner"
self.data_center_key = "data_center"
os.environ['INFLUXDB_V2_TOKEN'] = "my-token"
os.environ['INFLUXDB_V2_TIMEOUT'] = "6000"
os.environ['INFLUXDB_V2_ORG'] = "my-org"
os.environ['INFLUXDB_V2_TAG_ID'] = self.id_tag
os.environ['INFLUXDB_V2_TAG_CUSTOMER'] = self.customer_tag
os.environ['INFLUXDB_V2_TAG_DATA_CENTER'] = "${env.data_center}"
def tearDown(self) -> None:
self.write_client.close()
super().tearDown()
def test_connection_option_from_conf_file(self):
self.client.close()
self.client = InfluxDBClient.from_config_file(self._path_to_config(), self.debug)
self.assertEqual("http://localhost:8086", self.client.url)
self._check_connection_settings()
def test_connection_option_from_env(self):
self.client.close()
self.client = InfluxDBClient.from_env_properties(self.debug)
self.assertEqual("http://localhost:8086", self.client.url)
self._check_connection_settings()
def _check_connection_settings(self):
self.write_client = self.client.write_api(write_options=SYNCHRONOUS)
self.assertEqual("my-org", self.client.org)
self.assertEqual("my-token", self.client.token)
self.assertEqual(6000, self.client.api_client.configuration.timeout)
def test_default_tags_from_conf_file(self):
self.client.close()
self.client = InfluxDBClient.from_config_file(self._path_to_config(), self.debug)
self._write_point()
def test_default_tags_from_env(self):
self.client.close()
self.client = InfluxDBClient.from_env_properties(self.debug)
self._write_point()
def _write_point(self):
self.write_client = self.client.write_api(write_options=SYNCHRONOUS)
bucket = self.create_test_bucket()
measurement = "h2o_feet"
field_name = "water_level"
val = "1.0"
tag = "location"
tag_value = "creek level"
p = Point(measurement)
p.field(field_name, val)
p.tag(tag, tag_value)
record_list = [p]
self.write_client.write(bucket.name, self.org, record_list)
query = 'from(bucket:"' + bucket.name + '") |> range(start: 1970-01-01T00:00:00.000000001Z)'
flux_result = self.client.query_api().query(query)
self.assertEqual(1, len(flux_result))
rec = flux_result[0].records[0]
self.assertEqual(self.id_tag, rec["id"])
self.assertEqual(self.customer_tag, rec["customer"])
self.assertEqual("LA", rec[self.data_center_key])
self.delete_test_bucket(bucket)
@staticmethod
def _path_to_config():
return os.path.dirname(os.path.realpath(__file__)) + "/config.ini"
if __name__ == '__main__':
unittest.main()
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