3RNN/Lib/site-packages/tensorboard/auth.py
2024-05-26 19:49:15 +02:00

103 lines
3.7 KiB
Python

# Copyright 2020 The TensorFlow Authors. All Rights Reserved.
#
# Licensed 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.
# ==============================================================================
"""Experimental framework for authentication in TensorBoard."""
import abc
class AuthProvider(metaclass=abc.ABCMeta):
"""Authentication provider for a specific kind of credential."""
def authenticate(self, environ):
"""Produce an opaque auth token from a WSGI request environment.
Args:
environ: A WSGI environment `dict`; see PEP 3333.
Returns:
A Python object representing an auth token. The representation
and semantics depend on the particular `AuthProvider`
implementation.
Raises:
Exception: Any error, usually `tensorboard.errors.PublicError`
subclasses (like `PermissionDenied`) but also possibly a
custom error type that should propagate to a WSGI middleware
for effecting a redirect-driven auth flow.
"""
pass
class AuthContext:
"""Authentication context within the scope of a single request.
Auth providers are keyed within an `AuthContext` by arbitrary
unique keys. It may often make sense for the key used for an
auth provider to simply be that provider's type object.
"""
def __init__(self, providers, environ):
"""Create an auth context.
Args:
providers: A mapping from provider keys (opaque values) to
`AuthProvider` implementations.
environ: A WSGI environment (see PEP 3333).
"""
self._environ = environ
self._providers = providers
self._cache = {}
@classmethod
def empty(cls):
"""Create an auth context with no registered providers.
Returns:
A new `AuthContext` value for which any call to `get` will
fail with a `KeyError`.
"""
# Use an empty dict for the environ. This is not a valid WSGI
# environment, but it doesn't matter because it's never used.
return cls({}, {})
def get(self, provider_key):
"""Get an auth token from the auth provider with the given key.
If successful, the result will be cached on this auth context.
If unsuccessful, nothing will be cached, so a future call will
invoke the underlying `AuthProvider.authenticate` method again.
This method is not thread-safe. If multiple threads share an
auth context for a single request, then they must synchronize
externally when calling this method.
Returns:
The result of `provider.authenticate(...)` for the auth
provider specified by `provider_key`.
Raises:
KeyError: If the given `provider_key` does not correspond to
any registered `AuthProvider`.
Exception: As raised by the underlying `AuthProvider`.
"""
provider = self._providers[provider_key]
sentinel = object()
value = self._cache.get(provider_key, sentinel)
if value is not sentinel:
return value
value = provider.authenticate(self._environ)
self._cache[provider_key] = value
return value