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utils.py
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# Licensed to Elasticsearch B.V. under one or more contributor
# license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright
# ownership. Elasticsearch B.V. 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.
import base64
import inspect
import urllib.parse
import warnings
from datetime import date, datetime
from enum import Enum, auto
from functools import wraps
from typing import (
TYPE_CHECKING,
Any,
Awaitable,
Callable,
Collection,
Dict,
List,
Mapping,
Optional,
Sequence,
Set,
Tuple,
Type,
TypeVar,
Union,
)
from elastic_transport import (
AsyncTransport,
HttpHeaders,
NodeConfig,
RequestsHttpNode,
SniffOptions,
Transport,
)
from elastic_transport.client_utils import (
DEFAULT,
client_meta_version,
create_user_agent,
parse_cloud_id,
url_to_node_config,
)
from ..._version import __versionstr__
from ...compat import to_bytes, to_str, warn_stacklevel
from ...exceptions import GeneralAvailabilityWarning
if TYPE_CHECKING:
from ._base import NamespacedClient
# parts of URL to be omitted
SKIP_IN_PATH: Collection[Any] = (None, "", b"", [], ())
# To be passed to 'client_meta_service' on the Transport
CLIENT_META_SERVICE = ("es", client_meta_version(__versionstr__))
# Default User-Agent used by the client
USER_AGENT = create_user_agent("elasticsearch-py", __versionstr__)
class Stability(Enum):
STABLE = auto()
BETA = auto()
EXPERIMENTAL = auto()
_TYPE_HOSTS = Union[
str, Sequence[Union[str, Mapping[str, Union[str, int]], NodeConfig]]
]
_TYPE_BODY = Union[bytes, str, Dict[str, Any]]
_TYPE_ASYNC_SNIFF_CALLBACK = Callable[
[AsyncTransport, SniffOptions], Awaitable[List[NodeConfig]]
]
_TYPE_SYNC_SNIFF_CALLBACK = Callable[[Transport, SniffOptions], List[NodeConfig]]
_TRANSPORT_OPTIONS = {
"api_key",
"http_auth",
"request_timeout",
"opaque_id",
"headers",
"ignore",
}
F = TypeVar("F", bound=Callable[..., Any])
def client_node_configs(
hosts: Optional[_TYPE_HOSTS],
cloud_id: Optional[str],
requests_session_auth: Optional[Any] = None,
**kwargs: Any,
) -> List[NodeConfig]:
if cloud_id is not None:
if hosts is not None:
raise ValueError(
"The 'cloud_id' and 'hosts' parameters are mutually exclusive"
)
node_configs = cloud_id_to_node_configs(cloud_id)
else:
assert hosts is not None
node_configs = hosts_to_node_configs(hosts)
# Remove all values which are 'DEFAULT' to avoid overwriting actual defaults.
node_options = {k: v for k, v in kwargs.items() if v is not DEFAULT}
# Set the 'User-Agent' default header.
headers = HttpHeaders(node_options.pop("headers", ()))
headers.setdefault("user-agent", USER_AGENT)
node_options["headers"] = headers
# If a custom Requests AuthBase is passed we set that via '_extras'.
if requests_session_auth is not None:
node_options.setdefault("_extras", {})[
"requests.session.auth"
] = requests_session_auth
def apply_node_options(node_config: NodeConfig) -> NodeConfig:
"""Needs special handling of headers since .replace() wipes out existing headers"""
headers = node_config.headers.copy() # type: ignore[attr-defined]
headers_to_add = node_options.pop("headers", ())
if headers_to_add:
headers.update(headers_to_add)
headers.setdefault("user-agent", USER_AGENT)
headers.freeze()
node_options["headers"] = headers
return node_config.replace(**node_options)
return [apply_node_options(node_config) for node_config in node_configs]
def hosts_to_node_configs(hosts: _TYPE_HOSTS) -> List[NodeConfig]:
"""Transforms the many formats of 'hosts' into NodeConfigs"""
# To make the logic here simpler we reroute everything to be List[X]
if isinstance(hosts, str):
return hosts_to_node_configs([hosts])
node_configs: List[NodeConfig] = []
for host in hosts:
if isinstance(host, NodeConfig):
node_configs.append(host)
elif isinstance(host, str):
node_configs.append(url_to_node_config(host))
elif isinstance(host, Mapping):
node_configs.append(host_mapping_to_node_config(host))
else:
raise ValueError(
"'hosts' must be a list of URLs, NodeConfigs, or dictionaries"
)
return node_configs
def host_mapping_to_node_config(host: Mapping[str, Union[str, int]]) -> NodeConfig:
"""Converts an old-style dictionary host specification to a NodeConfig"""
allow_hosts_keys = {
"scheme",
"host",
"port",
"path_prefix",
"url_prefix",
"use_ssl",
}
disallowed_keys = set(host.keys()).difference(allow_hosts_keys)
if disallowed_keys:
bad_keys_used = "', '".join(sorted(disallowed_keys))
allowed_keys = "', '".join(sorted(allow_hosts_keys))
raise ValueError(
f"Can't specify the options '{bad_keys_used}' via a "
f"dictionary in 'hosts', only '{allowed_keys}' options "
"are allowed"
)
options = dict(host)
# Handle the deprecated option 'use_ssl'
if "use_ssl" in options:
use_ssl = options.pop("use_ssl")
if not isinstance(use_ssl, bool):
raise TypeError("'use_ssl' must be of type 'bool'")
# Ensure the user isn't specifying scheme=http use_ssl=True or vice-versa
if "scheme" in options and (options["scheme"] == "https") != use_ssl:
raise ValueError(
f"Cannot specify conflicting options 'scheme={options['scheme']}' "
f"and 'use_ssl={use_ssl}'. Use 'scheme' only instead"
)
warnings.warn(
"The 'use_ssl' option is no longer needed as specifying a 'scheme' is now required",
category=DeprecationWarning,
stacklevel=warn_stacklevel(),
)
options.setdefault("scheme", "https" if use_ssl else "http")
# Handle the deprecated option 'url_prefix'
if "url_prefix" in options:
if "path_prefix" in options:
raise ValueError(
"Cannot specify conflicting options 'url_prefix' and "
"'path_prefix'. Use 'path_prefix' only instead"
)
warnings.warn(
"The 'url_prefix' option is deprecated in favor of 'path_prefix'",
category=DeprecationWarning,
stacklevel=warn_stacklevel(),
)
options["path_prefix"] = options.pop("url_prefix")
return NodeConfig(**options) # type: ignore[arg-type]
def cloud_id_to_node_configs(cloud_id: str) -> List[NodeConfig]:
"""Transforms an Elastic Cloud ID into a NodeConfig"""
es_addr = parse_cloud_id(cloud_id).es_address
if es_addr is None or not all(es_addr):
raise ValueError("Cloud ID missing host and port information for Elasticsearch")
host, port = es_addr
return [
NodeConfig(
scheme="https",
host=host,
port=port,
http_compress=True,
)
]
def _base64_auth_header(auth_value: Union[str, List[str], Tuple[str, str]]) -> str:
"""Takes either a 2-tuple or a base64-encoded string
and returns a base64-encoded string to be used
as an HTTP authorization header.
"""
if isinstance(auth_value, (list, tuple)):
return base64.b64encode(to_bytes(":".join(auth_value))).decode("ascii")
return to_str(auth_value)
def _escape(value: Any) -> str:
"""
Escape a single value of a URL string or a query parameter. If it is a list
or tuple, turn it into a comma-separated string first.
"""
# make sequences into comma-separated stings
if isinstance(value, (list, tuple)):
value = ",".join([_escape(item) for item in value])
# dates and datetimes into isoformat
elif isinstance(value, (date, datetime)):
value = value.isoformat()
# make bools into true/false strings
elif isinstance(value, bool):
value = str(value).lower()
elif isinstance(value, bytes):
return value.decode("utf-8", "surrogatepass")
if not isinstance(value, str):
return str(value)
return value
def _quote(value: Any) -> str:
return urllib.parse.quote(_escape(value), ",*")
def _quote_query(query: Mapping[str, Any]) -> str:
return "&".join([f"{k}={_quote(v)}" for k, v in query.items()])
def _merge_kwargs_no_duplicates(kwargs: Dict[str, Any], values: Dict[str, Any]) -> None:
for key, val in values.items():
if key in kwargs:
raise ValueError(
f"Received multiple values for '{key}', specify parameters "
"directly instead of using 'params'"
)
kwargs[key] = val
def _merge_body_fields_no_duplicates(
body: _TYPE_BODY, kwargs: Dict[str, Any], body_fields: Tuple[str, ...]
) -> bool:
mixed_body_and_params = False
for key in list(kwargs.keys()):
if key in body_fields:
if isinstance(body, (str, bytes)):
raise ValueError(
"Couldn't merge 'body' with other parameters as it wasn't a mapping."
)
if key in body:
raise ValueError(
f"Received multiple values for '{key}', specify parameters "
"using either body or parameters, not both."
)
warnings.warn(
f"Received '{key}' via a specific parameter in the presence of a "
"'body' parameter, which is deprecated and will be removed in a future "
"version. Instead, use only 'body' or only specific parameters.",
category=DeprecationWarning,
stacklevel=warn_stacklevel(),
)
body[key] = kwargs.pop(key)
mixed_body_and_params = True
return mixed_body_and_params
def _rewrite_parameters(
body_name: Optional[str] = None,
body_fields: Optional[Tuple[str, ...]] = None,
parameter_aliases: Optional[Dict[str, str]] = None,
ignore_deprecated_options: Optional[Set[str]] = None,
) -> Callable[[F], F]:
def wrapper(api: F) -> F:
@wraps(api)
def wrapped(*args: Any, **kwargs: Any) -> Any:
# Let's give a nicer error message when users pass positional arguments.
if len(args) >= 2:
raise TypeError(
"Positional arguments can't be used with Elasticsearch API methods. "
"Instead only use keyword arguments."
)
# We merge 'params' first as transport options can be specified using params.
if "params" in kwargs and (
not ignore_deprecated_options
or "params" not in ignore_deprecated_options
):
params = kwargs.pop("params")
if params:
if not hasattr(params, "items"):
raise ValueError(
"Couldn't merge 'params' with other parameters as it wasn't a mapping. "
"Instead of using 'params' use individual API parameters"
)
warnings.warn(
"The 'params' parameter is deprecated and will be removed "
"in a future version. Instead use individual parameters.",
category=DeprecationWarning,
stacklevel=warn_stacklevel(),
)
_merge_kwargs_no_duplicates(kwargs, params)
maybe_transport_options = _TRANSPORT_OPTIONS.intersection(kwargs)
if maybe_transport_options:
transport_options = {}
for option in maybe_transport_options:
if (
ignore_deprecated_options
and option in ignore_deprecated_options
):
continue
try:
option_rename = option
if option == "ignore":
option_rename = "ignore_status"
transport_options[option_rename] = kwargs.pop(option)
except KeyError:
pass
if transport_options:
warnings.warn(
"Passing transport options in the API method is deprecated. Use 'Elasticsearch.options()' instead.",
category=DeprecationWarning,
stacklevel=warn_stacklevel(),
)
client = args[0]
# Namespaced clients need to unwrapped.
namespaced_client: Optional[Type["NamespacedClient"]] = None
if hasattr(client, "_client"):
namespaced_client = type(client)
client = client._client
client = client.options(**transport_options)
# Re-wrap the client if we unwrapped due to being namespaced.
if namespaced_client is not None:
client = namespaced_client(client)
args = (client,) + args[1:]
if "body" in kwargs and (
not ignore_deprecated_options or "body" not in ignore_deprecated_options
):
body: Optional[_TYPE_BODY] = kwargs.pop("body")
mixed_body_and_params = False
if body is not None:
if body_name:
if body_name in kwargs:
raise TypeError(
f"Can't use '{body_name}' and 'body' parameters together because '{body_name}' "
"is an alias for 'body'. Instead you should only use the "
f"'{body_name}' parameter. See https://github.com/elastic/elasticsearch-py/"
"issues/1698 for more information"
)
kwargs[body_name] = body
elif body_fields is not None:
mixed_body_and_params = _merge_body_fields_no_duplicates(
body, kwargs, body_fields
)
kwargs["body"] = body
if parameter_aliases and not isinstance(body, (str, bytes)):
for alias, rename_to in parameter_aliases.items():
if rename_to in body:
body[alias] = body.pop(rename_to)
# If body and params are mixed, the alias may come from a param,
# in which case the warning below will not make sense.
if not mixed_body_and_params:
warnings.warn(
f"Using '{rename_to}' alias in 'body' is deprecated and will be removed "
f"in a future version of elasticsearch-py. Use '{alias}' directly instead. "
"See https://github.com/elastic/elasticsearch-py/issues/1698 for more information",
category=DeprecationWarning,
stacklevel=2,
)
if parameter_aliases:
for alias, rename_to in parameter_aliases.items():
try:
kwargs[rename_to] = kwargs.pop(alias)
except KeyError:
pass
return api(*args, **kwargs)
return wrapped # type: ignore[return-value]
return wrapper
def _stability_warning(
stability: Stability,
version: Optional[str] = None,
message: Optional[str] = None,
) -> Callable[[F], F]:
def wrapper(api: F) -> F:
@wraps(api)
def wrapped(*args: Any, **kwargs: Any) -> Any:
if stability == Stability.BETA:
warnings.warn(
"This API is in beta and is subject to change. "
"The design and code is less mature than official GA features and is being provided as-is with no warranties. "
"Beta features are not subject to the support SLA of official GA features.",
category=GeneralAvailabilityWarning,
stacklevel=warn_stacklevel(),
)
elif stability == Stability.EXPERIMENTAL:
warnings.warn(
"This API is in technical preview and may be changed or removed in a future release. "
"Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features.",
category=GeneralAvailabilityWarning,
stacklevel=warn_stacklevel(),
)
return api(*args, **kwargs)
return wrapped # type: ignore[return-value]
return wrapper
def is_requests_http_auth(http_auth: Any) -> bool:
"""Detect if an http_auth value is a custom Requests auth object"""
try:
from requests.auth import AuthBase
return isinstance(http_auth, AuthBase)
except ImportError:
pass
return False
def is_requests_node_class(node_class: Any) -> bool:
"""Detect if 'RequestsHttpNode' would be used given the setting of 'node_class'"""
return (
node_class is not None
and node_class is not DEFAULT
and (
node_class == "requests"
or (
inspect.isclass(node_class) and issubclass(node_class, RequestsHttpNode)
)
)
)