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airflow/airflow/models/connection.py
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# | |
# Licensed to the Apache Software Foundation (ASF) under one | |
# or more contributor license agreements. See the NOTICE file | |
# distributed with this work for additional information | |
# regarding copyright ownership. The ASF licenses this file | |
# to you under the Apache License, Version 2.0 (the | |
# "License"); you may not use this file except in compliance | |
# with the License. You may obtain a copy of the License at | |
# | |
# http://www.apache.org/licenses/LICENSE-2.0 | |
# | |
# Unless required by applicable law or agreed to in writing, | |
# software distributed under the License is distributed on an | |
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | |
# KIND, either express or implied. See the License for the | |
# specific language governing permissions and limitations | |
# under the License. | |
from __future__ import annotations | |
import json | |
import logging | |
import warnings | |
from json import JSONDecodeError | |
from urllib.parse import parse_qsl, quote, unquote, urlencode, urlsplit | |
from sqlalchemy import Boolean, Column, Integer, String, Text | |
from sqlalchemy.orm import declared_attr, reconstructor, synonym | |
from airflow.configuration import ensure_secrets_loaded | |
from airflow.exceptions import AirflowException, AirflowNotFoundException, RemovedInAirflow3Warning | |
from airflow.models.base import ID_LEN, Base | |
from airflow.models.crypto import get_fernet | |
from airflow.utils.log.logging_mixin import LoggingMixin | |
from airflow.utils.log.secrets_masker import mask_secret | |
from airflow.utils.module_loading import import_string | |
log = logging.getLogger(__name__) | |
def parse_netloc_to_hostname(*args, **kwargs): | |
"""This method is deprecated.""" | |
warnings.warn("This method is deprecated.", RemovedInAirflow3Warning) | |
return _parse_netloc_to_hostname(*args, **kwargs) | |
# Python automatically converts all letters to lowercase in hostname | |
# See: https://issues.apache.org/jira/browse/AIRFLOW-3615 | |
def _parse_netloc_to_hostname(uri_parts): | |
"""Parse a URI string to get correct Hostname.""" | |
hostname = unquote(uri_parts.hostname or "") | |
if "/" in hostname: | |
hostname = uri_parts.netloc | |
if "@" in hostname: | |
hostname = hostname.rsplit("@", 1)[1] | |
if ":" in hostname: | |
hostname = hostname.split(":", 1)[0] | |
hostname = unquote(hostname) | |
return hostname | |
class Connection(Base, LoggingMixin): | |
""" | |
Placeholder to store information about different database instances | |
connection information. The idea here is that scripts use references to | |
database instances (conn_id) instead of hard coding hostname, logins and | |
passwords when using operators or hooks. | |
.. seealso:: | |
For more information on how to use this class, see: :doc:`/howto/connection` | |
:param conn_id: The connection ID. | |
:param conn_type: The connection type. | |
:param description: The connection description. | |
:param host: The host. | |
:param login: The login. | |
:param password: The password. | |
:param schema: The schema. | |
:param port: The port number. | |
:param extra: Extra metadata. Non-standard data such as private/SSH keys can be saved here. JSON | |
encoded object. | |
:param uri: URI address describing connection parameters. | |
""" | |
EXTRA_KEY = "__extra__" | |
__tablename__ = "connection" | |
id = Column(Integer(), primary_key=True) | |
conn_id = Column(String(ID_LEN), unique=True, nullable=False) | |
conn_type = Column(String(500), nullable=False) | |
description = Column(Text().with_variant(Text(5000), "mysql").with_variant(String(5000), "sqlite")) | |
host = Column(String(500)) | |
schema = Column(String(500)) | |
login = Column(String(500)) | |
_password = Column("password", String(5000)) | |
port = Column(Integer()) | |
is_encrypted = Column(Boolean, unique=False, default=False) | |
is_extra_encrypted = Column(Boolean, unique=False, default=False) | |
_extra = Column("extra", Text()) | |
def __init__( | |
self, | |
conn_id: str | None = None, | |
conn_type: str | None = None, | |
description: str | None = None, | |
host: str | None = None, | |
login: str | None = None, | |
password: str | None = None, | |
schema: str | None = None, | |
port: int | None = None, | |
extra: str | dict | None = None, | |
uri: str | None = None, | |
): | |
super().__init__() | |
self.conn_id = conn_id | |
self.description = description | |
if extra and not isinstance(extra, str): | |
extra = json.dumps(extra) | |
if uri and (conn_type or host or login or password or schema or port or extra): | |
raise AirflowException( | |
"You must create an object using the URI or individual values " | |
"(conn_type, host, login, password, schema, port or extra)." | |
"You can't mix these two ways to create this object." | |
) | |
if uri: | |
self._parse_from_uri(uri) | |
else: | |
self.conn_type = conn_type | |
self.host = host | |
self.login = login | |
self.password = password | |
self.schema = schema | |
self.port = port | |
self.extra = extra | |
if self.extra: | |
self._validate_extra(self.extra, self.conn_id) | |
if self.password: | |
mask_secret(self.password) | |
@staticmethod | |
def _validate_extra(extra, conn_id) -> None: | |
""" | |
Here we verify that ``extra`` is a JSON-encoded Python dict. From Airflow 3.0, we should no | |
longer suppress these errors but raise instead. | |
""" | |
if extra is None: | |
return None | |
try: | |
extra_parsed = json.loads(extra) | |
if not isinstance(extra_parsed, dict): | |
warnings.warn( | |
"Encountered JSON value in `extra` which does not parse as a dictionary in " | |
f"connection {conn_id!r}. From Airflow 3.0, the `extra` field must contain a JSON " | |
"representation of a Python dict.", | |
RemovedInAirflow3Warning, | |
stacklevel=3, | |
) | |
except json.JSONDecodeError: | |
warnings.warn( | |
f"Encountered non-JSON in `extra` field for connection {conn_id!r}. Support for " | |
"non-JSON `extra` will be removed in Airflow 3.0", | |
RemovedInAirflow3Warning, | |
stacklevel=2, | |
) | |
return None | |
@reconstructor | |
def on_db_load(self): | |
if self.password: | |
mask_secret(self.password) | |
def parse_from_uri(self, **uri): | |
"""This method is deprecated. Please use uri parameter in constructor.""" | |
warnings.warn( | |
"This method is deprecated. Please use uri parameter in constructor.", | |
RemovedInAirflow3Warning, | |
) | |
self._parse_from_uri(**uri) | |
@staticmethod | |
def _normalize_conn_type(conn_type): | |
if conn_type == "postgresql": | |
conn_type = "postgres" | |
elif "-" in conn_type: | |
conn_type = conn_type.replace("-", "_") | |
return conn_type | |
def _parse_from_uri(self, uri: str): | |
uri_parts = urlsplit(uri) | |
conn_type = uri_parts.scheme | |
self.conn_type = self._normalize_conn_type(conn_type) | |
self.host = _parse_netloc_to_hostname(uri_parts) | |
quoted_schema = uri_parts.path[1:] | |
self.schema = unquote(quoted_schema) if quoted_schema else quoted_schema | |
self.login = unquote(uri_parts.username) if uri_parts.username else uri_parts.username | |
self.password = unquote(uri_parts.password) if uri_parts.password else uri_parts.password | |
self.port = uri_parts.port | |
if uri_parts.query: | |
query = dict(parse_qsl(uri_parts.query, keep_blank_values=True)) | |
if self.EXTRA_KEY in query: | |
self.extra = query[self.EXTRA_KEY] | |
else: | |
self.extra = json.dumps(query) | |
def get_uri(self) -> str: | |
"""Return connection in URI format.""" | |
if self.conn_type and "_" in self.conn_type: | |
self.log.warning( | |
"Connection schemes (type: %s) shall not contain '_' according to RFC3986.", | |
self.conn_type, | |
) | |
if self.conn_type: | |
uri = f"{self.conn_type.lower().replace('_', '-')}://" | |
else: | |
uri = "//" | |
authority_block = "" | |
if self.login is not None: | |
authority_block += quote(self.login, safe="") | |
if self.password is not None: | |
authority_block += ":" + quote(self.password, safe="") | |
if authority_block > "": | |
authority_block += "@" | |
uri += authority_block | |
host_block = "" | |
if self.host: | |
host_block += quote(self.host, safe="") | |
if self.port: | |
if host_block == "" and authority_block == "": | |
host_block += f"@:{self.port}" | |
else: | |
host_block += f":{self.port}" | |
if self.schema: | |
host_block += f"/{quote(self.schema, safe='')}" | |
uri += host_block | |
if self.extra: | |
try: | |
query: str | None = urlencode(self.extra_dejson) | |
except TypeError: | |
query = None | |
if query and self.extra_dejson == dict(parse_qsl(query, keep_blank_values=True)): | |
uri += ("?" if self.schema else "/?") + query | |
else: | |
uri += ("?" if self.schema else "/?") + urlencode({self.EXTRA_KEY: self.extra}) | |
return uri | |
def get_password(self) -> str | None: | |
"""Return encrypted password.""" | |
if self._password and self.is_encrypted: | |
fernet = get_fernet() | |
if not fernet.is_encrypted: | |
raise AirflowException( | |
f"Can't decrypt encrypted password for login={self.login} " | |
f"FERNET_KEY configuration is missing" | |
) | |
return fernet.decrypt(bytes(self._password, "utf-8")).decode() | |
else: | |
return self._password | |
def set_password(self, value: str | None): | |
"""Encrypt password and set in object attribute.""" | |
if value: | |
fernet = get_fernet() | |
self._password = fernet.encrypt(bytes(value, "utf-8")).decode() | |
self.is_encrypted = fernet.is_encrypted | |
@declared_attr | |
def password(cls): | |
"""Password. The value is decrypted/encrypted when reading/setting the value.""" | |
return synonym("_password", descriptor=property(cls.get_password, cls.set_password)) | |
def get_extra(self) -> str: | |
"""Return encrypted extra-data.""" | |
if self._extra and self.is_extra_encrypted: | |
fernet = get_fernet() | |
if not fernet.is_encrypted: | |
raise AirflowException( | |
f"Can't decrypt `extra` params for login={self.login}, " | |
f"FERNET_KEY configuration is missing" | |
) | |
extra_val = fernet.decrypt(bytes(self._extra, "utf-8")).decode() | |
else: | |
extra_val = self._extra | |
if extra_val: | |
self._validate_extra(extra_val, self.conn_id) | |
return extra_val | |
def set_extra(self, value: str): | |
"""Encrypt extra-data and save in object attribute to object.""" | |
if value: | |
self._validate_extra(value, self.conn_id) | |
fernet = get_fernet() | |
self._extra = fernet.encrypt(bytes(value, "utf-8")).decode() | |
self.is_extra_encrypted = fernet.is_encrypted | |
else: | |
self._extra = value | |
self.is_extra_encrypted = False | |
@declared_attr | |
def extra(cls): | |
"""Extra data. The value is decrypted/encrypted when reading/setting the value.""" | |
return synonym("_extra", descriptor=property(cls.get_extra, cls.set_extra)) | |
def rotate_fernet_key(self): | |
"""Encrypts data with a new key. See: :ref:`security/fernet`.""" | |
fernet = get_fernet() | |
if self._password and self.is_encrypted: | |
self._password = fernet.rotate(self._password.encode("utf-8")).decode() | |
if self._extra and self.is_extra_encrypted: | |
self._extra = fernet.rotate(self._extra.encode("utf-8")).decode() | |
def get_hook(self, *, hook_params=None): | |
"""Return hook based on conn_type.""" | |
from airflow.providers_manager import ProvidersManager | |
hook = ProvidersManager().hooks.get(self.conn_type, None) | |
if hook is None: | |
raise AirflowException(f'Unknown hook type "{self.conn_type}"') | |
try: | |
hook_class = import_string(hook.hook_class_name) | |
except ImportError: | |
warnings.warn( | |
"Could not import %s when discovering %s %s", | |
hook.hook_class_name, | |
hook.hook_name, | |
hook.package_name, | |
) | |
raise | |
if hook_params is None: | |
hook_params = {} | |
return hook_class(**{hook.connection_id_attribute_name: self.conn_id}, **hook_params) | |
def __repr__(self): | |
return self.conn_id or "" | |
def log_info(self): | |
""" | |
This method is deprecated. You can read each field individually or use the | |
default representation (`__repr__`). | |
""" | |
warnings.warn( | |
"This method is deprecated. You can read each field individually or " | |
"use the default representation (__repr__).", | |
RemovedInAirflow3Warning, | |
stacklevel=2, | |
) | |
return ( | |
f"id: {self.conn_id}. Host: {self.host}, Port: {self.port}, Schema: {self.schema}, " | |
f"Login: {self.login}, Password: {'XXXXXXXX' if self.password else None}, " | |
f"extra: {'XXXXXXXX' if self.extra_dejson else None}" | |
) | |
def debug_info(self): | |
""" | |
This method is deprecated. You can read each field individually or use the | |
default representation (`__repr__`). | |
""" | |
warnings.warn( | |
"This method is deprecated. You can read each field individually or " | |
"use the default representation (__repr__).", | |
RemovedInAirflow3Warning, | |
stacklevel=2, | |
) | |
return ( | |
f"id: {self.conn_id}. Host: {self.host}, Port: {self.port}, Schema: {self.schema}, " | |
f"Login: {self.login}, Password: {'XXXXXXXX' if self.password else None}, " | |
f"extra: {self.extra_dejson}" | |
) | |
def test_connection(self): | |
"""Calls out get_hook method and executes test_connection method on that.""" | |
status, message = False, "" | |
try: | |
hook = self.get_hook() | |
if getattr(hook, "test_connection", False): | |
status, message = hook.test_connection() | |
else: | |
message = ( | |
f"Hook {hook.__class__.__name__} doesn't implement or inherit test_connection method" | |
) | |
except Exception as e: | |
message = str(e) | |
return status, message | |
@property | |
def extra_dejson(self) -> dict: | |
"""Returns the extra property by deserializing json.""" | |
obj = {} | |
if self.extra: | |
try: | |
obj = json.loads(self.extra) | |
except JSONDecodeError: | |
self.log.exception("Failed parsing the json for conn_id %s", self.conn_id) | |
# Mask sensitive keys from this list | |
mask_secret(obj) | |
return obj | |
@classmethod | |
def get_connection_from_secrets(cls, conn_id: str) -> Connection: | |
""" | |
Get connection by conn_id. | |
:param conn_id: connection id | |
:return: connection | |
""" | |
for secrets_backend in ensure_secrets_loaded(): | |
try: | |
conn = secrets_backend.get_connection(conn_id=conn_id) | |
if conn: | |
return conn | |
except Exception: | |
log.exception( | |
"Unable to retrieve connection from secrets backend (%s). " | |
"Checking subsequent secrets backend.", | |
type(secrets_backend).__name__, | |
) | |
raise AirflowNotFoundException(f"The conn_id `{conn_id}` isn't defined") | |
@classmethod | |
def from_json(cls, value, conn_id=None) -> Connection: | |
kwargs = json.loads(value) | |
extra = kwargs.pop("extra", None) | |
if extra: | |
kwargs["extra"] = extra if isinstance(extra, str) else json.dumps(extra) | |
conn_type = kwargs.pop("conn_type", None) | |
if conn_type: | |
kwargs["conn_type"] = cls._normalize_conn_type(conn_type) | |
port = kwargs.pop("port", None) | |
if port: | |
try: | |
kwargs["port"] = int(port) | |
except ValueError: | |
raise ValueError(f"Expected integer value for `port`, but got {port!r} instead.") | |
return Connection(conn_id=conn_id, **kwargs) |