/usr/lib/python3/dist-packages/influxdb/client.py is in python3-influxdb 2.12.0-1.
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"""
Python client for InfluxDB
"""
from functools import wraps
import json
import socket
import time
import threading
import random
import requests
import requests.exceptions
from sys import version_info
from influxdb.line_protocol import make_lines
from influxdb.resultset import ResultSet
from .exceptions import InfluxDBClientError
from .exceptions import InfluxDBServerError
try:
xrange
except NameError:
xrange = range
if version_info[0] == 3:
from urllib.parse import urlparse
else:
from urlparse import urlparse
class InfluxDBClient(object):
"""The :class:`~.InfluxDBClient` object holds information necessary to
connect to InfluxDB. Requests can be made to InfluxDB directly through
the client.
:param host: hostname to connect to InfluxDB, defaults to 'localhost'
:type host: str
:param port: port to connect to InfluxDB, defaults to 8086
:type port: int
:param username: user to connect, defaults to 'root'
:type username: str
:param password: password of the user, defaults to 'root'
:type password: str
:param database: database name to connect to, defaults to None
:type database: str
:param ssl: use https instead of http to connect to InfluxDB, defaults to
False
:type ssl: bool
:param verify_ssl: verify SSL certificates for HTTPS requests, defaults to
False
:type verify_ssl: bool
:param timeout: number of seconds Requests will wait for your client to
establish a connection, defaults to None
:type timeout: int
:param use_udp: use UDP to connect to InfluxDB, defaults to False
:type use_udp: int
:param udp_port: UDP port to connect to InfluxDB, defaults to 4444
:type udp_port: int
:param proxies: HTTP(S) proxy to use for Requests, defaults to {}
:type proxies: dict
"""
def __init__(self,
host='localhost',
port=8086,
username='root',
password='root',
database=None,
ssl=False,
verify_ssl=False,
timeout=None,
use_udp=False,
udp_port=4444,
proxies=None,
):
"""Construct a new InfluxDBClient object."""
self.__host = host
self._port = port
self._username = username
self._password = password
self._database = database
self._timeout = timeout
self._verify_ssl = verify_ssl
self.use_udp = use_udp
self.udp_port = udp_port
self._session = requests.Session()
if use_udp:
self.udp_socket = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
self._scheme = "http"
if ssl is True:
self._scheme = "https"
if proxies is None:
self._proxies = {}
else:
self._proxies = proxies
self.__baseurl = "{0}://{1}:{2}".format(
self._scheme,
self._host,
self._port)
self._headers = {
'Content-type': 'application/json',
'Accept': 'text/plain'
}
# _baseurl and _host are properties to allow InfluxDBClusterClient
# to override them with thread-local variables
@property
def _baseurl(self):
return self._get_baseurl()
def _get_baseurl(self):
return self.__baseurl
@property
def _host(self):
return self._get_host()
def _get_host(self):
return self.__host
@staticmethod
def from_DSN(dsn, **kwargs):
"""Return an instance of :class:`~.InfluxDBClient` from the provided
data source name. Supported schemes are "influxdb", "https+influxdb"
and "udp+influxdb". Parameters for the :class:`~.InfluxDBClient`
constructor may also be passed to this method.
:param dsn: data source name
:type dsn: string
:param kwargs: additional parameters for `InfluxDBClient`
:type kwargs: dict
:raises ValueError: if the provided DSN has any unexpected values
:Example:
::
>> cli = InfluxDBClient.from_DSN('influxdb://username:password@\
localhost:8086/databasename', timeout=5)
>> type(cli)
<class 'influxdb.client.InfluxDBClient'>
>> cli = InfluxDBClient.from_DSN('udp+influxdb://username:pass@\
localhost:8086/databasename', timeout=5, udp_port=159)
>> print('{0._baseurl} - {0.use_udp} {0.udp_port}'.format(cli))
http://localhost:8086 - True 159
.. note:: parameters provided in `**kwargs` may override dsn parameters
.. note:: when using "udp+influxdb" the specified port (if any) will
be used for the TCP connection; specify the UDP port with the
additional `udp_port` parameter (cf. examples).
"""
init_args = parse_dsn(dsn)
host, port = init_args.pop('hosts')[0]
init_args['host'] = host
init_args['port'] = port
init_args.update(kwargs)
return InfluxDBClient(**init_args)
def switch_database(self, database):
"""Change the client's database.
:param database: the name of the database to switch to
:type database: str
"""
self._database = database
def switch_user(self, username, password):
"""Change the client's username.
:param username: the username to switch to
:type username: str
:param password: the password for the username
:type password: str
"""
self._username = username
self._password = password
def request(self, url, method='GET', params=None, data=None,
expected_response_code=200, headers=None):
"""Make a HTTP request to the InfluxDB API.
:param url: the path of the HTTP request, e.g. write, query, etc.
:type url: str
:param method: the HTTP method for the request, defaults to GET
:type method: str
:param params: additional parameters for the request, defaults to None
:type params: dict
:param data: the data of the request, defaults to None
:type data: str
:param expected_response_code: the expected response code of
the request, defaults to 200
:type expected_response_code: int
:returns: the response from the request
:rtype: :class:`requests.Response`
:raises InfluxDBServerError: if the response code is any server error
code (5xx)
:raises InfluxDBClientError: if the response code is not the
same as `expected_response_code` and is not a server error code
"""
url = "{0}/{1}".format(self._baseurl, url)
if headers is None:
headers = self._headers
if params is None:
params = {}
if isinstance(data, (dict, list)):
data = json.dumps(data)
# Try to send the request a maximum of three times. (see #103)
# TODO (aviau): Make this configurable.
for i in range(0, 3):
try:
response = self._session.request(
method=method,
url=url,
auth=(self._username, self._password),
params=params,
data=data,
headers=headers,
proxies=self._proxies,
verify=self._verify_ssl,
timeout=self._timeout
)
break
except requests.exceptions.ConnectionError as e:
if i < 2:
continue
else:
raise e
if response.status_code >= 500 and response.status_code < 600:
raise InfluxDBServerError(response.content)
elif response.status_code == expected_response_code:
return response
else:
raise InfluxDBClientError(response.content, response.status_code)
def write(self, data, params=None, expected_response_code=204):
"""Write data to InfluxDB.
:param data: the data to be written
:type data: dict
:param params: additional parameters for the request, defaults to None
:type params: dict
:param expected_response_code: the expected response code of the write
operation, defaults to 204
:type expected_response_code: int
:returns: True, if the write operation is successful
:rtype: bool
"""
headers = self._headers
headers['Content-type'] = 'application/octet-stream'
if params:
precision = params.get('precision')
else:
precision = None
self.request(
url="write",
method='POST',
params=params,
data=make_lines(data, precision).encode('utf-8'),
expected_response_code=expected_response_code,
headers=headers
)
return True
def query(self,
query,
params=None,
epoch=None,
expected_response_code=200,
database=None,
raise_errors=True):
"""Send a query to InfluxDB.
:param query: the actual query string
:type query: str
:param params: additional parameters for the request, defaults to {}
:type params: dict
:param expected_response_code: the expected status code of response,
defaults to 200
:type expected_response_code: int
:param database: database to query, defaults to None
:type database: str
:param raise_errors: Whether or not to raise exceptions when InfluxDB
returns errors, defaults to True
:type raise_errors: bool
:returns: the queried data
:rtype: :class:`~.ResultSet`
"""
if params is None:
params = {}
params['q'] = query
params['db'] = database or self._database
if epoch is not None:
params['epoch'] = epoch
response = self.request(
url="query",
method='GET',
params=params,
data=None,
expected_response_code=expected_response_code
)
data = response.json()
results = [
ResultSet(result, raise_errors=raise_errors)
for result
in data.get('results', [])
]
# TODO(aviau): Always return a list. (This would be a breaking change)
if len(results) == 1:
return results[0]
else:
return results
def write_points(self,
points,
time_precision=None,
database=None,
retention_policy=None,
tags=None,
batch_size=None,
):
"""Write to multiple time series names.
:param points: the list of points to be written in the database
:type points: list of dictionaries, each dictionary represents a point
:param time_precision: Either 's', 'm', 'ms' or 'u', defaults to None
:type time_precision: str
:param database: the database to write the points to. Defaults to
the client's current database
:type database: str
:param tags: a set of key-value pairs associated with each point. Both
keys and values must be strings. These are shared tags and will be
merged with point-specific tags, defaults to None
:type tags: dict
:param retention_policy: the retention policy for the points. Defaults
to None
:type retention_policy: str
:param batch_size: value to write the points in batches
instead of all at one time. Useful for when doing data dumps from
one database to another or when doing a massive write operation,
defaults to None
:type batch_size: int
:returns: True, if the operation is successful
:rtype: bool
.. note:: if no retention policy is specified, the default retention
policy for the database is used
"""
if batch_size and batch_size > 0:
for batch in self._batches(points, batch_size):
self._write_points(points=batch,
time_precision=time_precision,
database=database,
retention_policy=retention_policy,
tags=tags)
return True
else:
return self._write_points(points=points,
time_precision=time_precision,
database=database,
retention_policy=retention_policy,
tags=tags)
def _batches(self, iterable, size):
for i in xrange(0, len(iterable), size):
yield iterable[i:i + size]
def _write_points(self,
points,
time_precision,
database,
retention_policy,
tags):
if time_precision not in ['n', 'u', 'ms', 's', 'm', 'h', None]:
raise ValueError(
"Invalid time precision is given. "
"(use 'n', 'u', 'ms', 's', 'm' or 'h')")
if self.use_udp and time_precision and time_precision != 's':
raise ValueError(
"InfluxDB only supports seconds precision for udp writes"
)
data = {
'points': points
}
if tags is not None:
data['tags'] = tags
params = {
'db': database or self._database
}
if time_precision is not None:
params['precision'] = time_precision
if retention_policy is not None:
params['rp'] = retention_policy
if self.use_udp:
self.send_packet(data)
else:
self.write(
data=data,
params=params,
expected_response_code=204
)
return True
def get_list_database(self):
"""Get the list of databases in InfluxDB.
:returns: all databases in InfluxDB
:rtype: list of dictionaries
:Example:
::
>> dbs = client.get_list_database()
>> dbs
[{u'name': u'db1'}, {u'name': u'db2'}, {u'name': u'db3'}]
"""
return list(self.query("SHOW DATABASES").get_points())
def create_database(self, dbname, if_not_exists=False):
"""Create a new database in InfluxDB.
:param dbname: the name of the database to create
:type dbname: str
"""
if if_not_exists:
self.query("CREATE DATABASE IF NOT EXISTS \"%s\"" % dbname)
else:
self.query("CREATE DATABASE \"%s\"" % dbname)
def drop_database(self, dbname):
"""Drop a database from InfluxDB.
:param dbname: the name of the database to drop
:type dbname: str
"""
self.query("DROP DATABASE \"%s\"" % dbname)
def create_retention_policy(self, name, duration, replication,
database=None, default=False):
"""Create a retention policy for a database.
:param name: the name of the new retention policy
:type name: str
:param duration: the duration of the new retention policy.
Durations such as 1h, 90m, 12h, 7d, and 4w, are all supported
and mean 1 hour, 90 minutes, 12 hours, 7 day, and 4 weeks,
respectively. For infinite retention – meaning the data will
never be deleted – use 'INF' for duration.
The minimum retention period is 1 hour.
:type duration: str
:param replication: the replication of the retention policy
:type replication: str
:param database: the database for which the retention policy is
created. Defaults to current client's database
:type database: str
:param default: whether or not to set the policy as default
:type default: bool
"""
query_string = \
"CREATE RETENTION POLICY %s ON %s " \
"DURATION %s REPLICATION %s" % \
(name, database or self._database, duration, replication)
if default is True:
query_string += " DEFAULT"
self.query(query_string)
def alter_retention_policy(self, name, database=None,
duration=None, replication=None, default=None):
"""Mofidy an existing retention policy for a database.
:param name: the name of the retention policy to modify
:type name: str
:param database: the database for which the retention policy is
modified. Defaults to current client's database
:type database: str
:param duration: the new duration of the existing retention policy.
Durations such as 1h, 90m, 12h, 7d, and 4w, are all supported
and mean 1 hour, 90 minutes, 12 hours, 7 day, and 4 weeks,
respectively. For infinite retention – meaning the data will
never be deleted – use 'INF' for duration.
The minimum retention period is 1 hour.
:type duration: str
:param replication: the new replication of the existing
retention policy
:type replication: str
:param default: whether or not to set the modified policy as default
:type default: bool
.. note:: at least one of duration, replication, or default flag
should be set. Otherwise the operation will fail.
"""
query_string = (
"ALTER RETENTION POLICY {0} ON {1}"
).format(name, database or self._database)
if duration:
query_string += " DURATION {0}".format(duration)
if replication:
query_string += " REPLICATION {0}".format(replication)
if default is True:
query_string += " DEFAULT"
self.query(query_string)
def get_list_retention_policies(self, database=None):
"""Get the list of retention policies for a database.
:param database: the name of the database, defaults to the client's
current database
:type database: str
:returns: all retention policies for the database
:rtype: list of dictionaries
:Example:
::
>> ret_policies = client.get_list_retention_policies('my_db')
>> ret_policies
[{u'default': True,
u'duration': u'0',
u'name': u'default',
u'replicaN': 1}]
"""
rsp = self.query(
"SHOW RETENTION POLICIES ON %s" % (database or self._database)
)
return list(rsp.get_points())
def get_list_series(self, database=None):
"""Get the list of series for a database.
:param database: the name of the database, defaults to the client's
current database
:type database: str
:returns: all series in the specified database
:rtype: list of dictionaries
:Example:
>> series = client.get_list_series('my_database')
>> series
[{'name': u'cpu_usage',
'tags': [{u'_id': 1,
u'host': u'server01',
u'region': u'us-west'}]}]
"""
rsp = self.query("SHOW SERIES", database=database)
series = []
for serie in rsp.items():
series.append(
{
"name": serie[0][0],
"tags": list(serie[1])
}
)
return series
def get_list_servers(self):
"""Get the list of servers in InfluxDB cluster.
:returns: all nodes in InfluxDB cluster
:rtype: list of dictionaries
:Example:
::
>> servers = client.get_list_servers()
>> servers
[{'cluster_addr': 'server01:8088',
'id': 1,
'raft': True,
'raft-leader': True}]
"""
return list(self.query("SHOW SERVERS").get_points())
def get_list_users(self):
"""Get the list of all users in InfluxDB.
:returns: all users in InfluxDB
:rtype: list of dictionaries
:Example:
::
>> users = client.get_list_users()
>> users
[{u'admin': True, u'user': u'user1'},
{u'admin': False, u'user': u'user2'},
{u'admin': False, u'user': u'user3'}]
"""
return list(self.query("SHOW USERS").get_points())
def create_user(self, username, password, admin=False):
"""Create a new user in InfluxDB
:param username: the new username to create
:type username: str
:param password: the password for the new user
:type password: str
:param admin: whether the user should have cluster administration
privileges or not
:type admin: boolean
"""
text = "CREATE USER {0} WITH PASSWORD '{1}'".format(username, password)
if admin:
text += ' WITH ALL PRIVILEGES'
self.query(text)
def drop_user(self, username):
"""Drop an user from InfluxDB.
:param username: the username to drop
:type username: str
"""
text = "DROP USER {0}".format(username)
self.query(text)
def set_user_password(self, username, password):
"""Change the password of an existing user.
:param username: the username who's password is being changed
:type username: str
:param password: the new password for the user
:type password: str
"""
text = "SET PASSWORD FOR {0} = '{1}'".format(username, password)
self.query(text)
def delete_series(self, database=None, measurement=None, tags=None):
"""Delete series from a database. Series can be filtered by
measurement and tags.
:param measurement: Delete all series from a measurement
:type id: string
:param tags: Delete all series that match given tags
:type id: dict
:param database: the database from which the series should be
deleted, defaults to client's current database
:type database: str
"""
database = database or self._database
query_str = 'DROP SERIES'
if measurement:
query_str += ' FROM "{0}"'.format(measurement)
if tags:
query_str += ' WHERE ' + ' and '.join(["{0}='{1}'".format(k, v)
for k, v in tags.items()])
self.query(query_str, database=database)
def revoke_admin_privileges(self, username):
"""Revoke cluster administration privileges from an user.
:param username: the username to revoke privileges from
:type username: str
.. note:: Only a cluster administrator can create/ drop databases
and manage users.
"""
text = "REVOKE ALL PRIVILEGES FROM {0}".format(username)
self.query(text)
def grant_privilege(self, privilege, database, username):
"""Grant a privilege on a database to an user.
:param privilege: the privilege to grant, one of 'read', 'write'
or 'all'. The string is case-insensitive
:type privilege: str
:param database: the database to grant the privilege on
:type database: str
:param username: the username to grant the privilege to
:type username: str
"""
text = "GRANT {0} ON {1} TO {2}".format(privilege,
database,
username)
self.query(text)
def revoke_privilege(self, privilege, database, username):
"""Revoke a privilege on a database from an user.
:param privilege: the privilege to revoke, one of 'read', 'write'
or 'all'. The string is case-insensitive
:type privilege: str
:param database: the database to revoke the privilege on
:type database: str
:param username: the username to revoke the privilege from
:type username: str
"""
text = "REVOKE {0} ON {1} FROM {2}".format(privilege,
database,
username)
self.query(text)
def send_packet(self, packet):
"""Send an UDP packet.
:param packet: the packet to be sent
:type packet: dict
"""
data = make_lines(packet).encode('utf-8')
self.udp_socket.sendto(data, (self._host, self.udp_port))
class InfluxDBClusterClient(object):
"""The :class:`~.InfluxDBClusterClient` is the client for connecting
to a cluster of InfluxDB servers. Each query hits different host from the
list of hosts.
:param hosts: all hosts to be included in the cluster, each of which
should be in the format (address, port),
e.g. [('127.0.0.1', 8086), ('127.0.0.1', 9096)]. Defaults to
[('localhost', 8086)]
:type hosts: list of tuples
:param shuffle: whether the queries should hit servers evenly(randomly),
defaults to True
:type shuffle: bool
:param client_base_class: the base class for the cluster client.
This parameter is used to enable the support of different client
types. Defaults to :class:`~.InfluxDBClient`
:param healing_delay: the delay in seconds, counting from last failure of
a server, before re-adding server to the list of working servers.
Defaults to 15 minutes (900 seconds)
"""
def __init__(self,
hosts=[('localhost', 8086)],
username='root',
password='root',
database=None,
ssl=False,
verify_ssl=False,
timeout=None,
use_udp=False,
udp_port=4444,
shuffle=True,
client_base_class=InfluxDBClient,
healing_delay=900,
):
self.clients = [self] # Keep it backwards compatible
self.hosts = hosts
self.bad_hosts = [] # Corresponding server has failures in history
self.shuffle = shuffle
self.healing_delay = healing_delay
self._last_healing = time.time()
host, port = self.hosts[0]
self._hosts_lock = threading.Lock()
self._thread_local = threading.local()
self._client = client_base_class(host=host,
port=port,
username=username,
password=password,
database=database,
ssl=ssl,
verify_ssl=verify_ssl,
timeout=timeout,
use_udp=use_udp,
udp_port=udp_port)
for method in dir(client_base_class):
orig_attr = getattr(client_base_class, method, '')
if method.startswith('_') or not callable(orig_attr):
continue
setattr(self, method, self._make_func(orig_attr))
self._client._get_host = self._get_host
self._client._get_baseurl = self._get_baseurl
self._update_client_host(self.hosts[0])
@staticmethod
def from_DSN(dsn, client_base_class=InfluxDBClient,
shuffle=True, **kwargs):
"""Same as :meth:`~.InfluxDBClient.from_DSN`, but supports
multiple servers.
:param shuffle: whether the queries should hit servers
evenly(randomly), defaults to True
:type shuffle: bool
:param client_base_class: the base class for all clients in the
cluster. This parameter is used to enable the support of
different client types. Defaults to :class:`~.InfluxDBClient`
:Example:
::
>> cluster = InfluxDBClusterClient.from_DSN('influxdb://usr:pwd\
@host1:8086,usr:pwd@host2:8086/db_name', timeout=5)
>> type(cluster)
<class 'influxdb.client.InfluxDBClusterClient'>
>> cluster.hosts
[('host1', 8086), ('host2', 8086)]
>> cluster._client
<influxdb.client.InfluxDBClient at 0x7feb438ec950>]
"""
init_args = parse_dsn(dsn)
init_args.update(**kwargs)
init_args['shuffle'] = shuffle
init_args['client_base_class'] = client_base_class
cluster_client = InfluxDBClusterClient(**init_args)
return cluster_client
def _update_client_host(self, host):
self._thread_local.host, self._thread_local.port = host
self._thread_local.baseurl = "{0}://{1}:{2}".format(
self._client._scheme,
self._client._host,
self._client._port
)
def _get_baseurl(self):
return self._thread_local.baseurl
def _get_host(self):
return self._thread_local.host
def _make_func(self, orig_func):
@wraps(orig_func)
def func(*args, **kwargs):
now = time.time()
with self._hosts_lock:
if (self.bad_hosts and
self._last_healing + self.healing_delay < now):
h = self.bad_hosts.pop(0)
self.hosts.append(h)
self._last_healing = now
if self.shuffle:
random.shuffle(self.hosts)
hosts = self.hosts + self.bad_hosts
for h in hosts:
bad_host = False
try:
self._update_client_host(h)
return orig_func(self._client, *args, **kwargs)
except InfluxDBClientError as e:
# Errors caused by user's requests, re-raise
raise e
except Exception as e:
# Errors that might caused by server failure, try another
bad_host = True
with self._hosts_lock:
if h in self.hosts:
self.hosts.remove(h)
self.bad_hosts.append(h)
self._last_healing = now
finally:
with self._hosts_lock:
if not bad_host and h in self.bad_hosts:
self.bad_hosts.remove(h)
self.hosts.append(h)
raise InfluxDBServerError("InfluxDB: no viable server!")
return func
def parse_dsn(dsn):
conn_params = urlparse(dsn)
init_args = {}
scheme_info = conn_params.scheme.split('+')
if len(scheme_info) == 1:
scheme = scheme_info[0]
modifier = None
else:
modifier, scheme = scheme_info
if scheme != 'influxdb':
raise ValueError('Unknown scheme "{0}".'.format(scheme))
if modifier:
if modifier == 'udp':
init_args['use_udp'] = True
elif modifier == 'https':
init_args['ssl'] = True
else:
raise ValueError('Unknown modifier "{0}".'.format(modifier))
netlocs = conn_params.netloc.split(',')
init_args['hosts'] = []
for netloc in netlocs:
parsed = _parse_netloc(netloc)
init_args['hosts'].append((parsed['host'], int(parsed['port'])))
init_args['username'] = parsed['username']
init_args['password'] = parsed['password']
if conn_params.path and len(conn_params.path) > 1:
init_args['database'] = conn_params.path[1:]
return init_args
def _parse_netloc(netloc):
info = urlparse("http://{0}".format(netloc))
return {'username': info.username or None,
'password': info.password or None,
'host': info.hostname or 'localhost',
'port': info.port or 8086}
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