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influxdb_client.py
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"""InfluxDBClient is client for API defined in https://github.com/influxdata/influxdb/blob/master/http/swagger.yml."""
from __future__ import absolute_import
import logging
import warnings
from influxdb_client import HealthCheck, HealthService, Ready, ReadyService, PingService, \
InvokableScriptsApi
from influxdb_client.client._base import _BaseClient
from influxdb_client.client.authorizations_api import AuthorizationsApi
from influxdb_client.client.bucket_api import BucketsApi
from influxdb_client.client.delete_api import DeleteApi
from influxdb_client.client.labels_api import LabelsApi
from influxdb_client.client.organizations_api import OrganizationsApi
from influxdb_client.client.query_api import QueryApi, QueryOptions
from influxdb_client.client.tasks_api import TasksApi
from influxdb_client.client.users_api import UsersApi
from influxdb_client.client.write_api import WriteApi, WriteOptions, PointSettings
logger = logging.getLogger('influxdb_client.client.influxdb_client')
class InfluxDBClient(_BaseClient):
"""InfluxDBClient is client for InfluxDB v2."""
def __init__(self, url, token: str = None, debug=None, timeout=10_000, enable_gzip=False, org: str = None,
default_tags: dict = None, **kwargs) -> None:
"""
Initialize defaults.
:param url: InfluxDB server API url (ex. http://localhost:8086).
:param token: ``token`` to authenticate to the InfluxDB API
:param debug: enable verbose logging of http requests
:param timeout: HTTP client timeout setting for a request specified in milliseconds.
If one number provided, it will be total request timeout.
It can also be a pair (tuple) of (connection, read) timeouts.
:param enable_gzip: Enable Gzip compression for http requests. Currently, only the "Write" and "Query" endpoints
supports the Gzip compression.
:param org: organization name (used as a default in Query, Write and Delete API)
:key bool verify_ssl: Set this to false to skip verifying SSL certificate when calling API from https server.
:key str ssl_ca_cert: Set this to customize the certificate file to verify the peer.
:key str cert_file: Path to the certificate that will be used for mTLS authentication.
:key str cert_key_file: Path to the file contains private key for mTLS certificate.
:key str cert_key_password: String or function which returns password for decrypting the mTLS private key.
:key ssl.SSLContext ssl_context: Specify a custom Python SSL Context for the TLS/ mTLS handshake.
Be aware that only delivered certificate/ key files or an SSL Context are
possible.
:key str proxy: Set this to configure the http proxy to be used (ex. http://localhost:3128)
:key str proxy_headers: A dictionary containing headers that will be sent to the proxy. Could be used for proxy
authentication.
:key int connection_pool_maxsize: Number of connections to save that can be reused by urllib3.
Defaults to "multiprocessing.cpu_count() * 5".
:key urllib3.util.retry.Retry retries: Set the default retry strategy that is used for all HTTP requests
except batching writes. As a default there is no one retry strategy.
:key bool auth_basic: Set this to true to enable basic authentication when talking to a InfluxDB 1.8.x that
does not use auth-enabled but is protected by a reverse proxy with basic authentication.
(defaults to false, don't set to true when talking to InfluxDB 2)
:key str username: ``username`` to authenticate via username and password credentials to the InfluxDB 2.x
:key str password: ``password`` to authenticate via username and password credentials to the InfluxDB 2.x
:key list[str] profilers: list of enabled Flux profilers
"""
super().__init__(url=url, token=token, debug=debug, timeout=timeout, enable_gzip=enable_gzip, org=org,
default_tags=default_tags, http_client_logger="urllib3", **kwargs)
from .._sync.api_client import ApiClient
self.api_client = ApiClient(configuration=self.conf, header_name=self.auth_header_name,
header_value=self.auth_header_value, retries=self.retries)
def __enter__(self):
"""
Enter the runtime context related to this object.
It will bind this method’s return value to the target(s)
specified in the `as` clause of the statement.
return: self instance
"""
return self
def __exit__(self, exc_type, exc_value, traceback):
"""Exit the runtime context related to this object and close the client."""
self.close()
@classmethod
def from_config_file(cls, config_file: str = "config.ini", debug=None, enable_gzip=False, **kwargs):
"""
Configure client via configuration file. The configuration has to be under 'influx' section.
:param config_file: Path to configuration file
:param debug: Enable verbose logging of http requests
:param enable_gzip: Enable Gzip compression for http requests. Currently, only the "Write" and "Query" endpoints
supports the Gzip compression.
:key config_name: Name of the configuration section of the configuration file
:key str proxy_headers: A dictionary containing headers that will be sent to the proxy. Could be used for proxy
authentication.
:key urllib3.util.retry.Retry retries: Set the default retry strategy that is used for all HTTP requests
except batching writes. As a default there is no one retry strategy.
:key ssl.SSLContext ssl_context: Specify a custom Python SSL Context for the TLS/ mTLS handshake.
Be aware that only delivered certificate/ key files or an SSL Context are
possible.
The supported formats:
- https://docs.python.org/3/library/configparser.html
- https://toml.io/en/
- https://www.json.org/json-en.html
Configuration options:
- url
- org
- token
- timeout,
- verify_ssl
- ssl_ca_cert
- cert_file
- cert_key_file
- cert_key_password
- connection_pool_maxsize
- auth_basic
- profilers
- proxy
config.ini example::
[influx2]
url=http://localhost:8086
org=my-org
token=my-token
timeout=6000
connection_pool_maxsize=25
auth_basic=false
profilers=query,operator
proxy=http:proxy.domain.org:8080
[tags]
id = 132-987-655
customer = California Miner
data_center = ${env.data_center}
config.toml example::
[influx2]
url = "http://localhost:8086"
token = "my-token"
org = "my-org"
timeout = 6000
connection_pool_maxsize = 25
auth_basic = false
profilers="query, operator"
proxy = "http://proxy.domain.org:8080"
[tags]
id = "132-987-655"
customer = "California Miner"
data_center = "${env.data_center}"
config.json example::
{
"url": "http://localhost:8086",
"token": "my-token",
"org": "my-org",
"active": true,
"timeout": 6000,
"connection_pool_maxsize": 55,
"auth_basic": false,
"profilers": "query, operator",
"tags": {
"id": "132-987-655",
"customer": "California Miner",
"data_center": "${env.data_center}"
}
}
"""
return InfluxDBClient._from_config_file(config_file=config_file, debug=debug, enable_gzip=enable_gzip, **kwargs)
@classmethod
def from_env_properties(cls, debug=None, enable_gzip=False, **kwargs):
"""
Configure client via environment properties.
:param debug: Enable verbose logging of http requests
:param enable_gzip: Enable Gzip compression for http requests. Currently, only the "Write" and "Query" endpoints
supports the Gzip compression.
:key str proxy: Set this to configure the http proxy to be used (ex. http://localhost:3128)
:key str proxy_headers: A dictionary containing headers that will be sent to the proxy. Could be used for proxy
authentication.
:key urllib3.util.retry.Retry retries: Set the default retry strategy that is used for all HTTP requests
except batching writes. As a default there is no one retry strategy.
:key ssl.SSLContext ssl_context: Specify a custom Python SSL Context for the TLS/ mTLS handshake.
Be aware that only delivered certificate/ key files or an SSL Context are
possible.
Supported environment properties:
- INFLUXDB_V2_URL
- INFLUXDB_V2_ORG
- INFLUXDB_V2_TOKEN
- INFLUXDB_V2_TIMEOUT
- INFLUXDB_V2_VERIFY_SSL
- INFLUXDB_V2_SSL_CA_CERT
- INFLUXDB_V2_CERT_FILE
- INFLUXDB_V2_CERT_KEY_FILE
- INFLUXDB_V2_CERT_KEY_PASSWORD
- INFLUXDB_V2_CONNECTION_POOL_MAXSIZE
- INFLUXDB_V2_AUTH_BASIC
- INFLUXDB_V2_PROFILERS
- INFLUXDB_V2_TAG
"""
return InfluxDBClient._from_env_properties(debug=debug, enable_gzip=enable_gzip, **kwargs)
def write_api(self, write_options=WriteOptions(), point_settings=PointSettings(), **kwargs) -> WriteApi:
"""
Create Write API instance.
Example:
.. code-block:: python
from influxdb_client import InfluxDBClient
from influxdb_client.client.write_api import SYNCHRONOUS
# Initialize SYNCHRONOUS instance of WriteApi
with InfluxDBClient(url="http://localhost:8086", token="my-token", org="my-org") as client:
write_api = client.write_api(write_options=SYNCHRONOUS)
If you would like to use a **background batching**, you have to configure client like this:
.. code-block:: python
from influxdb_client import InfluxDBClient
# Initialize background batching instance of WriteApi
with InfluxDBClient(url="http://localhost:8086", token="my-token", org="my-org") as client:
with client.write_api() as write_api:
pass
There is also possibility to use callbacks to notify about state of background batches:
.. code-block:: python
from influxdb_client import InfluxDBClient
from influxdb_client.client.exceptions import InfluxDBError
class BatchingCallback(object):
def success(self, conf: (str, str, str), data: str):
print(f"Written batch: {conf}, data: {data}")
def error(self, conf: (str, str, str), data: str, exception: InfluxDBError):
print(f"Cannot write batch: {conf}, data: {data} due: {exception}")
def retry(self, conf: (str, str, str), data: str, exception: InfluxDBError):
print(f"Retryable error occurs for batch: {conf}, data: {data} retry: {exception}")
with InfluxDBClient(url="http://localhost:8086", token="my-token", org="my-org") as client:
callback = BatchingCallback()
with client.write_api(success_callback=callback.success,
error_callback=callback.error,
retry_callback=callback.retry) as write_api:
pass
:param write_options: Write API configuration
:param point_settings: settings to store default tags
:key success_callback: The callable ``callback`` to run after successfully writen a batch.
The callable must accept two arguments:
- `Tuple`: ``(bucket, organization, precision)``
- `str`: written data
**[batching mode]**
:key error_callback: The callable ``callback`` to run after unsuccessfully writen a batch.
The callable must accept three arguments:
- `Tuple`: ``(bucket, organization, precision)``
- `str`: written data
- `Exception`: an occurred error
**[batching mode]**
:key retry_callback: The callable ``callback`` to run after retryable error occurred.
The callable must accept three arguments:
- `Tuple`: ``(bucket, organization, precision)``
- `str`: written data
- `Exception`: an retryable error
**[batching mode]**
:return: write api instance
"""
return WriteApi(influxdb_client=self, write_options=write_options, point_settings=point_settings, **kwargs)
def query_api(self, query_options: QueryOptions = QueryOptions()) -> QueryApi:
"""
Create an Query API instance.
:param query_options: optional query api configuration
:return: Query api instance
"""
return QueryApi(self, query_options)
def invokable_scripts_api(self) -> InvokableScriptsApi:
"""
Create an InvokableScripts API instance.
:return: InvokableScripts API instance
"""
return InvokableScriptsApi(self)
def close(self):
"""Shutdown the client."""
self.__del__()
def __del__(self):
"""Shutdown the client."""
if self.api_client:
self.api_client.__del__()
self.api_client = None
def buckets_api(self) -> BucketsApi:
"""
Create the Bucket API instance.
:return: buckets api
"""
return BucketsApi(self)
def authorizations_api(self) -> AuthorizationsApi:
"""
Create the Authorizations API instance.
:return: authorizations api
"""
return AuthorizationsApi(self)
def users_api(self) -> UsersApi:
"""
Create the Users API instance.
:return: users api
"""
return UsersApi(self)
def organizations_api(self) -> OrganizationsApi:
"""
Create the Organizations API instance.
:return: organizations api
"""
return OrganizationsApi(self)
def tasks_api(self) -> TasksApi:
"""
Create the Tasks API instance.
:return: tasks api
"""
return TasksApi(self)
def labels_api(self) -> LabelsApi:
"""
Create the Labels API instance.
:return: labels api
"""
return LabelsApi(self)
def health(self) -> HealthCheck:
"""
Get the health of an instance.
:return: HealthCheck
"""
warnings.warn("This method is deprecated. Call 'ping()' instead.", DeprecationWarning)
health_service = HealthService(self.api_client)
try:
health = health_service.get_health()
return health
except Exception as e:
return HealthCheck(name="influxdb", message=str(e), status="fail")
def ping(self) -> bool:
"""
Return the status of InfluxDB instance.
:return: The status of InfluxDB.
"""
ping_service = PingService(self.api_client)
try:
ping_service.get_ping()
return True
except Exception as ex:
logger.debug("Unexpected error during /ping: %s", ex)
return False
def version(self) -> str:
"""
Return the version of the connected InfluxDB Server.
:return: The version of InfluxDB.
"""
ping_service = PingService(self.api_client)
response = ping_service.get_ping_with_http_info(_return_http_data_only=False)
return ping_service.response_header(response)
def build(self) -> str:
"""
Return the build type of the connected InfluxDB Server.
:return: The type of InfluxDB build.
"""
ping_service = PingService(self.api_client)
return ping_service.build_type()
def ready(self) -> Ready:
"""
Get The readiness of the InfluxDB 2.0.
:return: Ready
"""
ready_service = ReadyService(self.api_client)
return ready_service.get_ready()
def delete_api(self) -> DeleteApi:
"""
Get the delete metrics API instance.
:return: delete api
"""
return DeleteApi(self)