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# Copyright DataStax, Inc.
#
# 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.
from __future__ import annotations
import time
from functools import wraps
from typing import Any, Awaitable, Callable, Dict, List, Optional, Union
from dataclasses import dataclass
import httpx
from astrapy.core.api import APIRequestError
from astrapy.core.utils import TimeoutInfo
from astrapy.results import (
BulkWriteResult,
DeleteResult,
InsertManyResult,
OperationResult,
UpdateResult,
)
class DevOpsAPIException(ValueError):
"""
An exception specific to issuing requests to the DevOps API.
"""
def __init__(self, text: str = ""):
super().__init__(text)
@dataclass
class DevOpsAPIErrorDescriptor:
"""
An object representing a single error returned from the DevOps API,
typically with an error code and a text message.
A single response from the Devops API may return zero, one or more of these.
Attributes:
id: a numeric code as found in the API "ID" item.
message: the text found in the API "error" item.
attributes: a dict with any further key-value pairs returned by the API.
"""
id: Optional[int]
message: Optional[str]
attributes: Dict[str, Any]
def __init__(self, error_dict: Dict[str, Any]) -> None:
self.id = error_dict.get("ID")
self.message = error_dict.get("message")
self.attributes = {
k: v for k, v in error_dict.items() if k not in {"ID", "message"}
}
class DevOpsAPIResponseException(DevOpsAPIException):
"""
A request to the DevOps API returned with a non-success return code
and one of more errors in the HTTP response.
Attributes:
text: a text message about the exception.
command: the raw payload that was sent to the DevOps API.
error_descriptors: a list of all DevOpsAPIErrorDescriptor objects
returned by the API in the response.
"""
text: Optional[str]
command: Optional[Dict[str, Any]]
error_descriptors: List[DevOpsAPIErrorDescriptor]
def __init__(
self,
text: Optional[str] = None,
*,
command: Optional[Dict[str, Any]] = None,
error_descriptors: List[DevOpsAPIErrorDescriptor] = [],
) -> None:
super().__init__(text or self.__class__.__name__)
self.text = text
self.command = command
self.error_descriptors = error_descriptors
@staticmethod
def from_response(
command: Optional[Dict[str, Any]],
raw_response: Dict[str, Any],
) -> DevOpsAPIResponseException:
"""Parse a raw response from the API into this exception."""
error_descriptors = [
DevOpsAPIErrorDescriptor(error_dict)
for error_dict in raw_response.get("errors") or []
]
if error_descriptors:
_text = error_descriptors[0].message
else:
_text = None
return DevOpsAPIResponseException(
text=_text, command=command, error_descriptors=error_descriptors
)
@dataclass
class DataAPIErrorDescriptor:
"""list of
Ans object representing a single error returned from the Data API,
typically with an error code and a text message.
An API request would return with an HTTP 200 success error code,
but contain a nonzero amount of these.
A single response from the Data API may return zero, one or more of these.
Moreover, some operations, such as an insert_many, may partally succeed
yet return these errors about the rest of the operation (such as,
some of the input documents could not be inserted).
Attributes:
error_code: a string code as found in the API "error" item.
message: the text found in the API "error" item.
attributes: a dict with any further key-value pairs returned by the API.
"""
error_code: Optional[str]
message: Optional[str]
attributes: Dict[str, Any]
def __init__(self, error_dict: Dict[str, str]) -> None:
self.error_code = error_dict.get("errorCode")
self.message = error_dict.get("message")
self.attributes = {
k: v for k, v in error_dict.items() if k not in {"errorCode", "message"}
}
@dataclass
class DataAPIDetailedErrorDescriptor:
"""
An object representing an errorful response from the Data API.
Errors specific to the Data API (as opposed to e.g. network failures)
would result in an HTTP 200 success response code but coming with
one or more DataAPIErrorDescriptor objects.
This object corresponds to one response, and as such its attributes
are a single request payload, a single response, but a list of
DataAPIErrorDescriptor instances.
Attributes:
error_descriptors: a list of DataAPIErrorDescriptor objects.
command: the raw payload of the API request.
raw_response: the full API response in the form of a dict.
"""
error_descriptors: List[DataAPIErrorDescriptor]
command: Optional[Dict[str, Any]]
raw_response: Dict[str, Any]
class DataAPIException(ValueError):
"""
Any exception occurred while issuing requests to the Data API
and specific to it, such as:
- a collection is found not to exist when gettings its metadata,
- the API return a response with an error,
but not, for instance,
- a network error while sending an HTTP request to the API.
"""
pass
@dataclass
class DataAPITimeoutException(DataAPIException):
"""
A Data API operation timed out. This can be a request timeout occurring
during a specific HTTP request, or can happen over the course of a method
involving several requests in a row, such as a paginated find.
Attributes:
text: a textual description of the error
timeout_type: this denotes the phase of the HTTP request when the event
occurred ("connect", "read", "write", "pool") or "generic" if there is
not a specific request associated to the exception.
endpoint: if the timeout is tied to a specific request, this is the
URL that the request was targeting.
raw_payload: if the timeout is tied to a specific request, this is the
associated payload (as a string).
"""
text: str
timeout_type: str
endpoint: Optional[str]
raw_payload: Optional[str]
def __init__(
self,
text: str,
*,
timeout_type: str,
endpoint: Optional[str],
raw_payload: Optional[str],
) -> None:
super().__init__(text)
self.text = text
self.timeout_type = timeout_type
self.endpoint = endpoint
self.raw_payload = raw_payload
@dataclass
class CursorIsStartedException(DataAPIException):
"""
The cursor operation cannot be invoked if a cursor is not in its pristine
state (i.e. is already being consumed or is exhausted altogether).
Attributes:
text: a text message about the exception.
cursor_state: a string description of the current state
of the cursor. See the documentation for Cursor.
"""
text: str
cursor_state: str
def __init__(
self,
text: str,
*,
cursor_state: str,
) -> None:
super().__init__(text)
self.text = text
self.cursor_state = cursor_state
@dataclass
class CollectionNotFoundException(DataAPIException):
"""
A collection is found non-existing and the requested operation
cannot be performed.
Attributes:
text: a text message about the exception.
namespace: the namespace where the collection was supposed to be.
collection_name: the name of the expected collection.
"""
text: str
namespace: str
collection_name: str
def __init__(
self,
text: str,
*,
namespace: str,
collection_name: str,
) -> None:
super().__init__(text)
self.text = text
self.namespace = namespace
self.collection_name = collection_name
@dataclass
class CollectionAlreadyExistsException(DataAPIException):
"""
An operation expected a collection not to exist, yet it has
been detected as pre-existing.
Attributes:
text: a text message about the exception.
namespace: the namespace where the collection was expected not to exist.
collection_name: the name of the collection.
"""
text: str
namespace: str
collection_name: str
def __init__(
self,
text: str,
*,
namespace: str,
collection_name: str,
) -> None:
super().__init__(text)
self.text = text
self.namespace = namespace
self.collection_name = collection_name
@dataclass
class TooManyDocumentsToCountException(DataAPIException):
"""
A `count_documents()` operation failed because the resulting number of documents
exceeded either the upper bound set by the caller or the hard limit imposed
by the Data API.
Attributes:
text: a text message about the exception.
server_max_count_exceeded: True if the count limit imposed by the API
is reached. In that case, increasing the upper bound in the method
invocation is of no help.
"""
text: str
server_max_count_exceeded: bool
def __init__(
self,
text: str,
*,
server_max_count_exceeded: bool,
) -> None:
super().__init__(text)
self.text = text
self.server_max_count_exceeded = server_max_count_exceeded
@dataclass
class DataAPIFaultyResponseException(DataAPIException):
"""
The Data API response is malformed in that it does not have
expected field(s), or they are of the wrong type.
Attributes:
text: a text message about the exception.
raw_response: the response returned by the API in the form of a dict.
"""
text: str
raw_response: Optional[Dict[str, Any]]
def __init__(
self,
text: str,
raw_response: Optional[Dict[str, Any]],
) -> None:
super().__init__(text)
self.text = text
self.raw_response = raw_response
@dataclass
class DataAPIResponseException(DataAPIException):
"""
The Data API returned an HTTP 200 success response, which however
reports about API-specific error(s), possibly alongside partial successes.
This exception is related to an operation that can have spanned several
HTTP requests in sequence (e.g. a chunked insert_many). For this
reason, it should be not thought as being in a 1:1 relation with
actual API requests, rather with operations invoked by the user,
such as the methods of the Collection object.
Attributes:
text: a text message about the exception.
error_descriptors: a list of all DataAPIErrorDescriptor objects
found across all requests involved in this exception, which are
possibly more than one.
detailed_error_descriptors: a list of DataAPIDetailedErrorDescriptor
objects, one for each of the requests performed during this operation.
For single-request methods, such as insert_one, this list always
has a single element.
"""
text: Optional[str]
error_descriptors: List[DataAPIErrorDescriptor]
detailed_error_descriptors: List[DataAPIDetailedErrorDescriptor]
def __init__(
self,
text: Optional[str],
*,
error_descriptors: List[DataAPIErrorDescriptor],
detailed_error_descriptors: List[DataAPIDetailedErrorDescriptor],
) -> None:
super().__init__(text)
self.text = text
self.error_descriptors = error_descriptors
self.detailed_error_descriptors = detailed_error_descriptors
@classmethod
def from_response(
cls,
command: Optional[Dict[str, Any]],
raw_response: Dict[str, Any],
**kwargs: Any,
) -> DataAPIResponseException:
"""Parse a raw response from the API into this exception."""
return cls.from_responses(
commands=[command],
raw_responses=[raw_response],
**kwargs,
)
@classmethod
def from_responses(
cls,
commands: List[Optional[Dict[str, Any]]],
raw_responses: List[Dict[str, Any]],
**kwargs: Any,
) -> DataAPIResponseException:
"""Parse a list of raw responses from the API into this exception."""
detailed_error_descriptors: List[DataAPIDetailedErrorDescriptor] = []
for command, raw_response in zip(commands, raw_responses):
if raw_response.get("errors", []):
error_descriptors = [
DataAPIErrorDescriptor(error_dict)
for error_dict in raw_response["errors"]
]
detailed_error_descriptor = DataAPIDetailedErrorDescriptor(
error_descriptors=error_descriptors,
command=command,
raw_response=raw_response,
)
detailed_error_descriptors.append(detailed_error_descriptor)
# flatten
error_descriptors = [
error_descriptor
for d_e_d in detailed_error_descriptors
for error_descriptor in d_e_d.error_descriptors
]
if error_descriptors:
text = error_descriptors[0].message
else:
text = ""
return cls(
text,
error_descriptors=error_descriptors,
detailed_error_descriptors=detailed_error_descriptors,
**kwargs,
)
def data_api_response_exception(self) -> DataAPIResponseException:
"""Cast the exception, whatever the subclass, into this parent superclass."""
return DataAPIResponseException(
text=self.text,
error_descriptors=self.error_descriptors,
detailed_error_descriptors=self.detailed_error_descriptors,
)
class CumulativeOperationException(DataAPIResponseException):
"""
An exception of type DataAPIResponseException (see) occurred
during an operation that in general spans several requests.
As such, besides information on the error, it may have accumulated
a partial result from past successful Data API requests.
Attributes:
text: a text message about the exception.
error_descriptors: a list of all DataAPIErrorDescriptor objects
found across all requests involved in this exception, which are
possibly more than one.
detailed_error_descriptors: a list of DataAPIDetailedErrorDescriptor
objects, one for each of the requests performed during this operation.
For single-request methods, such as insert_one, this list always
has a single element.
partial_result: an OperationResult object, just like the one that would
be the return value of the operation, had it succeeded completely.
"""
partial_result: OperationResult
@dataclass
class InsertManyException(CumulativeOperationException):
"""
An exception of type DataAPIResponseException (see) occurred
during an insert_many (that in general spans several requests).
As such, besides information on the error, it may have accumulated
a partial result from past successful Data API requests.
Attributes:
text: a text message about the exception.
error_descriptors: a list of all DataAPIErrorDescriptor objects
found across all requests involved in this exception, which are
possibly more than one.
detailed_error_descriptors: a list of DataAPIDetailedErrorDescriptor
objects, one for each of the requests performed during this operation.
For single-request methods, such as insert_one, this list always
has a single element.
partial_result: an InsertManyResult object, just like the one that would
be the return value of the operation, had it succeeded completely.
"""
partial_result: InsertManyResult
def __init__(
self, text: str, partial_result: InsertManyResult, *pargs: Any, **kwargs: Any
) -> None:
super().__init__(text, *pargs, **kwargs)
self.partial_result = partial_result
@dataclass
class DeleteManyException(CumulativeOperationException):
"""
An exception of type DataAPIResponseException (see) occurred
during a delete_many (that in general spans several requests).
As such, besides information on the error, it may have accumulated
a partial result from past successful Data API requests.
Attributes:
text: a text message about the exception.
error_descriptors: a list of all DataAPIErrorDescriptor objects
found across all requests involved in this exception, which are
possibly more than one.
detailed_error_descriptors: a list of DataAPIDetailedErrorDescriptor
objects, one for each of the requests performed during this operation.
For single-request methods, such as insert_one, this list always
has a single element.
partial_result: a DeleteResult object, just like the one that would
be the return value of the operation, had it succeeded completely.
"""
partial_result: DeleteResult
def __init__(
self, text: str, partial_result: DeleteResult, *pargs: Any, **kwargs: Any
) -> None:
super().__init__(text, *pargs, **kwargs)
self.partial_result = partial_result
@dataclass
class UpdateManyException(CumulativeOperationException):
"""
An exception of type DataAPIResponseException (see) occurred
during an update_many (that in general spans several requests).
As such, besides information on the error, it may have accumulated
a partial result from past successful Data API requests.
Attributes:
text: a text message about the exception.
error_descriptors: a list of all DataAPIErrorDescriptor objects
found across all requests involved in this exception, which are
possibly more than one.
detailed_error_descriptors: a list of DataAPIDetailedErrorDescriptor
objects, one for each of the requests performed during this operation.
For single-request methods, such as insert_one, this list always
has a single element.
partial_result: an UpdateResult object, just like the one that would
be the return value of the operation, had it succeeded completely.
"""
partial_result: UpdateResult
def __init__(
self, text: str, partial_result: UpdateResult, *pargs: Any, **kwargs: Any
) -> None:
super().__init__(text, *pargs, **kwargs)
self.partial_result = partial_result
@dataclass
class BulkWriteException(DataAPIResponseException):
"""
An exception of type DataAPIResponseException (see) occurred
during a bulk_write of a list of operations.
As such, besides information on the error, it may have accumulated
a partial result from past successful operations.
Attributes:
text: a text message about the exception.
error_descriptors: a list of all DataAPIErrorDescriptor objects
found across all requests involved in the first
operation that has failed.
detailed_error_descriptors: a list of DataAPIDetailedErrorDescriptor
objects, one for each of the requests performed during the first operation
that has failed.
partial_result: a BulkWriteResult object, just like the one that would
be the return value of the operation, had it succeeded completely.
exceptions: a list of DataAPIResponseException objects, one for each
operation in the bulk that has failed. This information is made
available here since the top-level fields of this error
only surface the first such failure that is detected across the bulk.
In case of bulk_writes with ordered=True, this trivially contains
a single element, the same described by the top-level fields
text, error_descriptors and detailed_error_descriptors.
"""
partial_result: BulkWriteResult
exceptions: List[DataAPIResponseException]
def __init__(
self,
text: Optional[str],
partial_result: BulkWriteResult,
exceptions: List[DataAPIResponseException],
*pargs: Any,
**kwargs: Any,
) -> None:
_text = text or "Bulk write exception"
super().__init__(_text, *pargs, **kwargs)
self.partial_result = partial_result
self.exceptions = exceptions
def to_dataapi_timeout_exception(
httpx_timeout: httpx.TimeoutException,
) -> DataAPITimeoutException:
text = str(httpx_timeout)
if isinstance(httpx_timeout, httpx.ConnectTimeout):
timeout_type = "connect"
elif isinstance(httpx_timeout, httpx.ReadTimeout):
timeout_type = "read"
elif isinstance(httpx_timeout, httpx.WriteTimeout):
timeout_type = "write"
elif isinstance(httpx_timeout, httpx.PoolTimeout):
timeout_type = "pool"
else:
timeout_type = "generic"
if httpx_timeout.request:
endpoint = str(httpx_timeout.request.url)
if isinstance(httpx_timeout.request.content, bytes):
raw_payload = httpx_timeout.request.content.decode()
else:
raw_payload = None
else:
endpoint = None
raw_payload = None
return DataAPITimeoutException(
text=text,
timeout_type=timeout_type,
endpoint=endpoint,
raw_payload=raw_payload,
)
def recast_method_sync(method: Callable[..., Any]) -> Callable[..., Any]:
"""
Decorator for a sync method liable to generate the core APIRequestError.
That exception is intercepted and recast as DataAPIResponseException.
Moreover, timeouts are also caught and converted into Data API timeouts.
"""
@wraps(method)
def _wrapped_sync(*pargs: Any, **kwargs: Any) -> Any:
try:
return method(*pargs, **kwargs)
except APIRequestError as exc:
raise DataAPIResponseException.from_response(
command=exc.payload, raw_response=exc.response.json()
)
except httpx.TimeoutException as texc:
raise to_dataapi_timeout_exception(texc)
return _wrapped_sync
def recast_method_async(
method: Callable[..., Awaitable[Any]]
) -> Callable[..., Awaitable[Any]]:
"""
Decorator for an async method liable to generate the core APIRequestError.
That exception is intercepted and recast as DataAPIResponseException.
Moreover, timeouts are also caught and converted into Data API timeouts.
"""
@wraps(method)
async def _wrapped_async(*pargs: Any, **kwargs: Any) -> Any:
try:
return await method(*pargs, **kwargs)
except APIRequestError as exc:
raise DataAPIResponseException.from_response(
command=exc.payload, raw_response=exc.response.json()
)
except httpx.TimeoutException as texc:
raise to_dataapi_timeout_exception(texc)
return _wrapped_async
def ops_recast_method_sync(method: Callable[..., Any]) -> Callable[..., Any]:
"""
Decorator for a sync DevOps method liable to generate the core APIRequestError.
That exception is intercepted and recast as DevOpsAPIException.
Moreover, timeouts are also caught and converted into Data API timeouts.
"""
@wraps(method)
def _wrapped_sync(*pargs: Any, **kwargs: Any) -> Any:
try:
return method(*pargs, **kwargs)
except APIRequestError as exc:
raise DevOpsAPIResponseException.from_response(
command=exc.payload, raw_response=exc.response.json()
)
except httpx.TimeoutException as texc:
raise to_dataapi_timeout_exception(texc)
return _wrapped_sync
def ops_recast_method_async(
method: Callable[..., Awaitable[Any]]
) -> Callable[..., Awaitable[Any]]:
"""
Decorator for an async DevOps method liable to generate the core APIRequestError.
That exception is intercepted and recast as DevOpsAPIException.
Moreover, timeouts are also caught and converted into Data API timeouts.
"""
@wraps(method)
async def _wrapped_async(*pargs: Any, **kwargs: Any) -> Any:
try:
return await method(*pargs, **kwargs)
except APIRequestError as exc:
raise DevOpsAPIResponseException.from_response(
command=exc.payload, raw_response=exc.response.json()
)
except httpx.TimeoutException as texc:
raise to_dataapi_timeout_exception(texc)
return _wrapped_async
def base_timeout_info(max_time_ms: Optional[int]) -> Union[TimeoutInfo, None]:
if max_time_ms is not None:
return {"base": max_time_ms / 1000.0}
else:
return None
class MultiCallTimeoutManager:
"""
A helper class to keep track of timing and timeouts
in a multi-call method context.
Args:
overall_max_time_ms: an optional max duration to track (milliseconds)
Attributes:
overall_max_time_ms: an optional max duration to track (milliseconds)
started_ms: timestamp of the instance construction (milliseconds)
deadline_ms: optional deadline in milliseconds (computed by the class).
"""
overall_max_time_ms: Optional[int]
started_ms: int = -1
deadline_ms: Optional[int]
def __init__(
self, overall_max_time_ms: Optional[int], exception_type: str = "data_api"
) -> None:
self.started_ms = int(time.time() * 1000)
self.overall_max_time_ms = overall_max_time_ms
self.exception_type = exception_type
if self.overall_max_time_ms is not None:
self.deadline_ms = self.started_ms + self.overall_max_time_ms
else:
self.deadline_ms = None
def remaining_timeout_ms(self) -> Union[int, None]:
"""
Ensure the deadline, if any, is not yet in the past.
If it is, raise an appropriate timeout error.
If not, return either None (if no timeout) or the remaining milliseconds.
For use within the multi-call method.
"""
now_ms = int(time.time() * 1000)
if self.deadline_ms is not None:
if now_ms < self.deadline_ms:
return self.deadline_ms - now_ms
else:
if self.exception_type == "data_api":
raise DataAPITimeoutException(
text="Operation timed out.",
timeout_type="generic",
endpoint=None,
raw_payload=None,
)
elif self.exception_type == "devops_api":
raise DevOpsAPIException("Operation timed out.")
else:
raise ValueError("Operation timed out.")
else:
return None
def remaining_timeout_info(self) -> Union[TimeoutInfo, None]:
"""
Ensure the deadline, if any, is not yet in the past.
If it is, raise an appropriate timeout error.
It it is not, or there is no deadline, return a suitable TimeoutInfo
for use within the multi-call method.
"""
return base_timeout_info(max_time_ms=self.remaining_timeout_ms())
__pdoc__ = {
"base_timeout_info": False,
"to_dataapi_timeout_exception": False,
"MultiCallTimeoutManager": False,
}