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python-sdk/pkg/hanzoai/cloud/api/risk_api.py
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zeekay 75239bbcce client: regenerate from hanzoai/[email protected] (3.2.6) 
The ai door composes, so hanzoai/ai's own contracts reach this client for the
first time: 101 new model modules, 93 write operations that took an untyped bag
now take a declared body, and the fleet document types 1428 of its 2463
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# coding: utf-8
"""
Hanzo Cloud API
Composed from each subsystem's own projection of its router, in the fleet's mount order — every operation below is a route the subsystem that publishes it registered. Tagged by product: the first path segment after /v1/.
The version of the OpenAPI document: v1
Generated by OpenAPI Generator (https://openapi-generator.tech)
Do not edit the class manually.
""" # noqa: E501
import warnings
from pydantic import validate_call, Field, StrictFloat, StrictStr, StrictInt
from typing import Any, Dict, List, Optional, Tuple, Union
from typing_extensions import Annotated
from pydantic import Field, StrictInt, StrictStr
from typing import Optional
from typing_extensions import Annotated
from hanzoai.cloud.models.clear_reference_out import ClearReferenceOut
from hanzoai.cloud.models.reference_out import ReferenceOut
from hanzoai.cloud.models.reference_sets_out import ReferenceSetsOut
from hanzoai.cloud.models.refresh_reference_in import RefreshReferenceIn
from hanzoai.cloud.models.refresh_reference_out import RefreshReferenceOut
from hanzoai.cloud.models.resolve_reference_in import ResolveReferenceIn
from hanzoai.cloud.models.resolve_reference_out import ResolveReferenceOut
from hanzoai.cloud.models.risk_adopt_in import RiskAdoptIn
from hanzoai.cloud.models.risk_appetite_in import RiskAppetiteIn
from hanzoai.cloud.models.risk_catalog import RiskCatalog
from hanzoai.cloud.models.risk_dataset import RiskDataset
from hanzoai.cloud.models.risk_dataset_disposal import RiskDatasetDisposal
from hanzoai.cloud.models.risk_dataset_list import RiskDatasetList
from hanzoai.cloud.models.risk_dataset_rows import RiskDatasetRows
from hanzoai.cloud.models.risk_dataset_spec import RiskDatasetSpec
from hanzoai.cloud.models.risk_dataset_versions import RiskDatasetVersions
from hanzoai.cloud.models.risk_dispose_in import RiskDisposeIn
from hanzoai.cloud.models.risk_dispose_out import RiskDisposeOut
from hanzoai.cloud.models.risk_hold_in import RiskHoldIn
from hanzoai.cloud.models.risk_hold_out import RiskHoldOut
from hanzoai.cloud.models.risk_label_coverage import RiskLabelCoverage
from hanzoai.cloud.models.risk_label_in import RiskLabelIn
from hanzoai.cloud.models.risk_label_out import RiskLabelOut
from hanzoai.cloud.models.risk_label_vocabulary import RiskLabelVocabulary
from hanzoai.cloud.models.risk_labels_out import RiskLabelsOut
from hanzoai.cloud.models.risk_learn_in import RiskLearnIn
from hanzoai.cloud.models.risk_learn_out import RiskLearnOut
from hanzoai.cloud.models.risk_lineage import RiskLineage
from hanzoai.cloud.models.risk_model_state import RiskModelState
from hanzoai.cloud.models.risk_policy_out import RiskPolicyOut
from hanzoai.cloud.models.risk_publish_out import RiskPublishOut
from hanzoai.cloud.models.risk_resolve_in import RiskResolveIn
from hanzoai.cloud.models.risk_resolve_out import RiskResolveOut
from hanzoai.cloud.models.risk_score_in import RiskScoreIn
from hanzoai.cloud.models.risk_score_out import RiskScoreOut
from hanzoai.cloud.models.risk_search_in import RiskSearchIn
from hanzoai.cloud.models.risk_search_report import RiskSearchReport
from hanzoai.cloud.models.risk_search_run import RiskSearchRun
from hanzoai.cloud.models.set_reference_in import SetReferenceIn
from hanzoai.cloud.models.set_reference_out import SetReferenceOut
from hanzoai.cloud.api_client import ApiClient, RequestSerialized
from hanzoai.cloud.api_response import ApiResponse
from hanzoai.cloud.rest import RESTResponseType
class RiskApi:
"""NOTE: This class is auto generated by OpenAPI Generator
Ref: https://openapi-generator.tech
Do not edit the class manually.
"""
def __init__(self, api_client=None) -> None:
if api_client is None:
api_client = ApiClient.get_default()
self.api_client = api_client
@validate_call
def get_v1_risk_health(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> None:
"""Whether the risk model plane can actually work right now
Reports whether the per-organisation model plane is genuinely usable: that the plane was built, that the per-organisation stores can be written, and whether the event surface the feature plane is rolled up from is reachable. It is a REAL probe, not status theatre. 200 only when the plane can work. Otherwise 503 CARRYING THE REPORT — which part failed and the real error — and that body is why this is not a typed op: a typed op reaches a non-2xx by returning an error, and the envelope that produces would drop exactly the detail the probe exists to deliver. An unreachable event surface is REPORTED and is not a failure. Scoring reads in-memory aggregates and never the warehouse, so a warm that cannot run degrades how much history a model has seen and does not stop it deciding. It also reports how many organisations' models are resident, how many have been evicted to hold that bound, and how many of the resident ones are at their own aggregate bound. Eviction is lossless — learned state is written to that organisation's own store first and its aggregates rebuild from its own record — so a climbing count is a capacity signal, not a loss. A STRAINED model is different: it has started forgetting its own least-recently-active subjects, and each forgotten subject reads as inactive until it is active again. That is a control degrading, and it is reported here because it is otherwise silent. It answers about the process, not about a tenant: it takes no organisation and names none.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._get_v1_risk_health_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def get_v1_risk_health_with_http_info(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[None]:
"""Whether the risk model plane can actually work right now
Reports whether the per-organisation model plane is genuinely usable: that the plane was built, that the per-organisation stores can be written, and whether the event surface the feature plane is rolled up from is reachable. It is a REAL probe, not status theatre. 200 only when the plane can work. Otherwise 503 CARRYING THE REPORT — which part failed and the real error — and that body is why this is not a typed op: a typed op reaches a non-2xx by returning an error, and the envelope that produces would drop exactly the detail the probe exists to deliver. An unreachable event surface is REPORTED and is not a failure. Scoring reads in-memory aggregates and never the warehouse, so a warm that cannot run degrades how much history a model has seen and does not stop it deciding. It also reports how many organisations' models are resident, how many have been evicted to hold that bound, and how many of the resident ones are at their own aggregate bound. Eviction is lossless — learned state is written to that organisation's own store first and its aggregates rebuild from its own record — so a climbing count is a capacity signal, not a loss. A STRAINED model is different: it has started forgetting its own least-recently-active subjects, and each forgotten subject reads as inactive until it is active again. That is a control degrading, and it is reported here because it is otherwise silent. It answers about the process, not about a tenant: it takes no organisation and names none.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._get_v1_risk_health_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def get_v1_risk_health_without_preload_content(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Whether the risk model plane can actually work right now
Reports whether the per-organisation model plane is genuinely usable: that the plane was built, that the per-organisation stores can be written, and whether the event surface the feature plane is rolled up from is reachable. It is a REAL probe, not status theatre. 200 only when the plane can work. Otherwise 503 CARRYING THE REPORT — which part failed and the real error — and that body is why this is not a typed op: a typed op reaches a non-2xx by returning an error, and the envelope that produces would drop exactly the detail the probe exists to deliver. An unreachable event surface is REPORTED and is not a failure. Scoring reads in-memory aggregates and never the warehouse, so a warm that cannot run degrades how much history a model has seen and does not stop it deciding. It also reports how many organisations' models are resident, how many have been evicted to hold that bound, and how many of the resident ones are at their own aggregate bound. Eviction is lossless — learned state is written to that organisation's own store first and its aggregates rebuild from its own record — so a climbing count is a capacity signal, not a loss. A STRAINED model is different: it has started forgetting its own least-recently-active subjects, and each forgotten subject reads as inactive until it is active again. That is a control degrading, and it is reported here because it is otherwise silent. It answers about the process, not about a tenant: it takes no organisation and names none.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._get_v1_risk_health_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _get_v1_risk_health_serialize(
self,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/health',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_adopt_model(
self,
risk_adopt_in: RiskAdoptIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskModelState:
"""Put one of your organisation's own published model values in force
Puts one of your organisation's OWN PUBLISHED VALUES in force, by name — which is what an instant rollback is, what promoting a challenger is, and what installing the shape a search found is. IT TAKES AN ADDRESS AND NEVER STATE. The masses are read from your own store, so nothing about your model has to be held by whatever is making this call. That closes the sharpest edge the previous shape had: a body of counters is something a caller can COMPOSE, and a region filled until activity inside it reads as ordinary is a model that has been shaped rather than learned. The engine's mass invariant was the only thing standing between a composed body and the model; with an address there is no body to compose. IT ADOPTS THE SHAPE, NOT ONLY THE MASSES. A value records the model space its masses were taken in, and a value whose space differs from the one in force REPLANTS your model into that space before restoring them. That is what makes POST /v1/risk/search actionable: a search answers with the shape that fits your own history best and publishes it fitted, and its address is what you name here. Before this, a winning shape was advice nobody could take — the adoption path refused every shape change, and a winner is a different shape by definition. WHAT ADOPTING A SEARCHED SHAPE COSTS, SAID PLAINLY: the value a search fits has learned the window the search replayed and nothing older, so installing it trades history for fit. Your appetite is untouched — that is your policy record's, with its own versions — and so is the geometry, which stays your own. An address your organisation has not published is NOT FOUND. That includes one another organisation published, and it is not a lookup that failed: the store is per organisation and the address is a name, never an authority.
:param risk_adopt_in: (required)
:type risk_adopt_in: RiskAdoptIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_adopt_model_serialize(
risk_adopt_in=risk_adopt_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskModelState",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_adopt_model_with_http_info(
self,
risk_adopt_in: RiskAdoptIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskModelState]:
"""Put one of your organisation's own published model values in force
Puts one of your organisation's OWN PUBLISHED VALUES in force, by name — which is what an instant rollback is, what promoting a challenger is, and what installing the shape a search found is. IT TAKES AN ADDRESS AND NEVER STATE. The masses are read from your own store, so nothing about your model has to be held by whatever is making this call. That closes the sharpest edge the previous shape had: a body of counters is something a caller can COMPOSE, and a region filled until activity inside it reads as ordinary is a model that has been shaped rather than learned. The engine's mass invariant was the only thing standing between a composed body and the model; with an address there is no body to compose. IT ADOPTS THE SHAPE, NOT ONLY THE MASSES. A value records the model space its masses were taken in, and a value whose space differs from the one in force REPLANTS your model into that space before restoring them. That is what makes POST /v1/risk/search actionable: a search answers with the shape that fits your own history best and publishes it fitted, and its address is what you name here. Before this, a winning shape was advice nobody could take — the adoption path refused every shape change, and a winner is a different shape by definition. WHAT ADOPTING A SEARCHED SHAPE COSTS, SAID PLAINLY: the value a search fits has learned the window the search replayed and nothing older, so installing it trades history for fit. Your appetite is untouched — that is your policy record's, with its own versions — and so is the geometry, which stays your own. An address your organisation has not published is NOT FOUND. That includes one another organisation published, and it is not a lookup that failed: the store is per organisation and the address is a name, never an authority.
:param risk_adopt_in: (required)
:type risk_adopt_in: RiskAdoptIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_adopt_model_serialize(
risk_adopt_in=risk_adopt_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskModelState",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_adopt_model_without_preload_content(
self,
risk_adopt_in: RiskAdoptIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Put one of your organisation's own published model values in force
Puts one of your organisation's OWN PUBLISHED VALUES in force, by name — which is what an instant rollback is, what promoting a challenger is, and what installing the shape a search found is. IT TAKES AN ADDRESS AND NEVER STATE. The masses are read from your own store, so nothing about your model has to be held by whatever is making this call. That closes the sharpest edge the previous shape had: a body of counters is something a caller can COMPOSE, and a region filled until activity inside it reads as ordinary is a model that has been shaped rather than learned. The engine's mass invariant was the only thing standing between a composed body and the model; with an address there is no body to compose. IT ADOPTS THE SHAPE, NOT ONLY THE MASSES. A value records the model space its masses were taken in, and a value whose space differs from the one in force REPLANTS your model into that space before restoring them. That is what makes POST /v1/risk/search actionable: a search answers with the shape that fits your own history best and publishes it fitted, and its address is what you name here. Before this, a winning shape was advice nobody could take — the adoption path refused every shape change, and a winner is a different shape by definition. WHAT ADOPTING A SEARCHED SHAPE COSTS, SAID PLAINLY: the value a search fits has learned the window the search replayed and nothing older, so installing it trades history for fit. Your appetite is untouched — that is your policy record's, with its own versions — and so is the geometry, which stays your own. An address your organisation has not published is NOT FOUND. That includes one another organisation published, and it is not a lookup that failed: the store is per organisation and the address is a name, never an authority.
:param risk_adopt_in: (required)
:type risk_adopt_in: RiskAdoptIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_adopt_model_serialize(
risk_adopt_in=risk_adopt_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskModelState",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_adopt_model_serialize(
self,
risk_adopt_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if risk_adopt_in is not None:
_body_params = risk_adopt_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='PUT',
resource_path='/v1/risk/state/model',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_clear_reference(
self,
set: StrictStr,
key: Optional[StrictStr] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ClearReferenceOut:
"""Removes one of your organisation's overrides.
Removes one of your organisation's overrides. It removes an entry your organisation wrote, never a baseline member: the published set is not writable from here, so a removal can only ever restore the baseline's own answer.
:param set: (required)
:type set: str
:param key:
:type key: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_clear_reference_serialize(
set=set,
key=key,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ClearReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_clear_reference_with_http_info(
self,
set: StrictStr,
key: Optional[StrictStr] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[ClearReferenceOut]:
"""Removes one of your organisation's overrides.
Removes one of your organisation's overrides. It removes an entry your organisation wrote, never a baseline member: the published set is not writable from here, so a removal can only ever restore the baseline's own answer.
:param set: (required)
:type set: str
:param key:
:type key: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_clear_reference_serialize(
set=set,
key=key,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ClearReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_clear_reference_without_preload_content(
self,
set: StrictStr,
key: Optional[StrictStr] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Removes one of your organisation's overrides.
Removes one of your organisation's overrides. It removes an entry your organisation wrote, never a baseline member: the published set is not writable from here, so a removal can only ever restore the baseline's own answer.
:param set: (required)
:type set: str
:param key:
:type key: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_clear_reference_serialize(
set=set,
key=key,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ClearReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_clear_reference_serialize(
self,
set,
key,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if set is not None:
_path_params['set'] = set
# process the query parameters
if key is not None:
_query_params.append(('key', key))
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='DELETE',
resource_path='/v1/risk/reference/{set}',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_create_dataset(
self,
risk_dataset_spec: RiskDatasetSpec,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskDataset:
"""Declare the next version of a dataset
Declares the next version of a dataset from a bound query over this org's own feature surface. It mints a VERSION and writes no rows: a version is declared, then materialised once, then never rewritten. Version numbers are monotone and never reused, so \"version 3 of signups\" means one thing forever — which is the whole reason a model can cite one. The window is bounded by the source's retention, the horizon by a year, the rows by the plane's cap, and the number of datasets and versions per org by their own limits. Every refusal names which bound it hit.
:param risk_dataset_spec: (required)
:type risk_dataset_spec: RiskDatasetSpec
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_create_dataset_serialize(
risk_dataset_spec=risk_dataset_spec,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDataset",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_create_dataset_with_http_info(
self,
risk_dataset_spec: RiskDatasetSpec,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskDataset]:
"""Declare the next version of a dataset
Declares the next version of a dataset from a bound query over this org's own feature surface. It mints a VERSION and writes no rows: a version is declared, then materialised once, then never rewritten. Version numbers are monotone and never reused, so \"version 3 of signups\" means one thing forever — which is the whole reason a model can cite one. The window is bounded by the source's retention, the horizon by a year, the rows by the plane's cap, and the number of datasets and versions per org by their own limits. Every refusal names which bound it hit.
:param risk_dataset_spec: (required)
:type risk_dataset_spec: RiskDatasetSpec
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_create_dataset_serialize(
risk_dataset_spec=risk_dataset_spec,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDataset",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_create_dataset_without_preload_content(
self,
risk_dataset_spec: RiskDatasetSpec,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Declare the next version of a dataset
Declares the next version of a dataset from a bound query over this org's own feature surface. It mints a VERSION and writes no rows: a version is declared, then materialised once, then never rewritten. Version numbers are monotone and never reused, so \"version 3 of signups\" means one thing forever — which is the whole reason a model can cite one. The window is bounded by the source's retention, the horizon by a year, the rows by the plane's cap, and the number of datasets and versions per org by their own limits. Every refusal names which bound it hit.
:param risk_dataset_spec: (required)
:type risk_dataset_spec: RiskDatasetSpec
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_create_dataset_serialize(
risk_dataset_spec=risk_dataset_spec,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDataset",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_create_dataset_serialize(
self,
risk_dataset_spec,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if risk_dataset_spec is not None:
_body_params = risk_dataset_spec
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/datasets',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_dataset(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskDatasetVersions:
"""Describe every version of one dataset
Dataset describes every version of one dataset, newest first — the whole history, because the point of a version is that the older ones are still there and a model fitted last quarter cites one of them. A name this org does not own answers 404, exactly as an unknown name does, so a probe learns nothing about another tenant's datasets.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_dataset_serialize(
name=name,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetVersions",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_dataset_with_http_info(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskDatasetVersions]:
"""Describe every version of one dataset
Dataset describes every version of one dataset, newest first — the whole history, because the point of a version is that the older ones are still there and a model fitted last quarter cites one of them. A name this org does not own answers 404, exactly as an unknown name does, so a probe learns nothing about another tenant's datasets.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_dataset_serialize(
name=name,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetVersions",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_dataset_without_preload_content(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Describe every version of one dataset
Dataset describes every version of one dataset, newest first — the whole history, because the point of a version is that the older ones are still there and a model fitted last quarter cites one of them. A name this org does not own answers 404, exactly as an unknown name does, so a probe learns nothing about another tenant's datasets.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_dataset_serialize(
name=name,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetVersions",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_dataset_serialize(
self,
name,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if name is not None:
_path_params['name'] = name
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/datasets/{name}',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_dataset_lineage(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
version: Annotated[Optional[StrictInt], Field(description="Version is the version to trace. Zero takes the newest published one.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskLineage:
"""Show where a version's rows came from, and whether that can still be demonstrated
Shows where a version's rows came from and whether that can still be demonstrated. The answer is MEASURED, not recalled: the plane asks the source the same bounded question again and compares it to the fingerprint taken when the version was built. Anything but exact agreement is reported as drift — the source is fed by a rollup that runs behind the events, so \"it holds more now\" is the ordinary case and it means re-running the spec would not reproduce this version. An admitted gap is actionable; an unfalsifiable claim is not. IT IS A PRICED, BOUNDED READ, because it is the same statement a materialisation is charged for: an exact distinct-count over up to 400 days of this org's feature surface. It takes the org's ONE source-scan slot, so a tenant looping it spends one scan and not a thousand; it counts against the plane's ceiling, so the fleet's warehouse is bounded too; and it runs under this plane's own deadline rather than the caller's patience.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param version: Version is the version to trace. Zero takes the newest published one.
:type version: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_dataset_lineage_serialize(
name=name,
version=version,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLineage",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_dataset_lineage_with_http_info(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
version: Annotated[Optional[StrictInt], Field(description="Version is the version to trace. Zero takes the newest published one.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskLineage]:
"""Show where a version's rows came from, and whether that can still be demonstrated
Shows where a version's rows came from and whether that can still be demonstrated. The answer is MEASURED, not recalled: the plane asks the source the same bounded question again and compares it to the fingerprint taken when the version was built. Anything but exact agreement is reported as drift — the source is fed by a rollup that runs behind the events, so \"it holds more now\" is the ordinary case and it means re-running the spec would not reproduce this version. An admitted gap is actionable; an unfalsifiable claim is not. IT IS A PRICED, BOUNDED READ, because it is the same statement a materialisation is charged for: an exact distinct-count over up to 400 days of this org's feature surface. It takes the org's ONE source-scan slot, so a tenant looping it spends one scan and not a thousand; it counts against the plane's ceiling, so the fleet's warehouse is bounded too; and it runs under this plane's own deadline rather than the caller's patience.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param version: Version is the version to trace. Zero takes the newest published one.
:type version: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_dataset_lineage_serialize(
name=name,
version=version,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLineage",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_dataset_lineage_without_preload_content(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
version: Annotated[Optional[StrictInt], Field(description="Version is the version to trace. Zero takes the newest published one.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Show where a version's rows came from, and whether that can still be demonstrated
Shows where a version's rows came from and whether that can still be demonstrated. The answer is MEASURED, not recalled: the plane asks the source the same bounded question again and compares it to the fingerprint taken when the version was built. Anything but exact agreement is reported as drift — the source is fed by a rollup that runs behind the events, so \"it holds more now\" is the ordinary case and it means re-running the spec would not reproduce this version. An admitted gap is actionable; an unfalsifiable claim is not. IT IS A PRICED, BOUNDED READ, because it is the same statement a materialisation is charged for: an exact distinct-count over up to 400 days of this org's feature surface. It takes the org's ONE source-scan slot, so a tenant looping it spends one scan and not a thousand; it counts against the plane's ceiling, so the fleet's warehouse is bounded too; and it runs under this plane's own deadline rather than the caller's patience.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param version: Version is the version to trace. Zero takes the newest published one.
:type version: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_dataset_lineage_serialize(
name=name,
version=version,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLineage",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_dataset_lineage_serialize(
self,
name,
version,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if name is not None:
_path_params['name'] = name
# process the query parameters
if version is not None:
_query_params.append(('version', version))
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/datasets/{name}/lineage',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_datasets(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskDatasetList:
"""List this org's datasets
Datasets lists this org's datasets, each with its newest version. An org that has declared none gets an empty list; a store that cannot be reached gets a refusal, never an empty list, because the two read identically and only one of them is true.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_datasets_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetList",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_datasets_with_http_info(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskDatasetList]:
"""List this org's datasets
Datasets lists this org's datasets, each with its newest version. An org that has declared none gets an empty list; a store that cannot be reached gets a refusal, never an empty list, because the two read identically and only one of them is true.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_datasets_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetList",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_datasets_without_preload_content(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""List this org's datasets
Datasets lists this org's datasets, each with its newest version. An org that has declared none gets an empty list; a store that cannot be reached gets a refusal, never an empty list, because the two read identically and only one of them is true.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_datasets_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetList",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_datasets_serialize(
self,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/datasets',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_delete_dataset(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskDatasetDisposal:
"""Dispose of one dataset and every version of it
Disposes of one dataset and every version of it: the rows are dropped and the register is marked with what went. This is the ONLY expiry in this plane. Neither table carries a TTL, deliberately: a table TTL is a fleet-wide clock no tenant can hold longer or shorten, which is the opposite of a retention decision belonging to the tenant whose records they are. The drop is a partition drop on (org, dataset), so the tenant is the first component of the thing being dropped and a disposal cannot be spelled across one. The BYTES are what goes. The register keeps one `disposed` row per version — the name, the number, the spec, the digest and who disposed of it when — for two reasons: a retention obligation is answered by a record of the deletion, not by silence; and version numbers must stay monotone, so that after `orders` is disposed of and declared again the next version is 4 and not 1. A number that could be reused would make every citation of `orders v3` ambiguous forever. It is not reversible and there is no soft state in between. A version a model cited has no rows once this returns, and every read of it says so.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_delete_dataset_serialize(
name=name,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetDisposal",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_delete_dataset_with_http_info(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskDatasetDisposal]:
"""Dispose of one dataset and every version of it
Disposes of one dataset and every version of it: the rows are dropped and the register is marked with what went. This is the ONLY expiry in this plane. Neither table carries a TTL, deliberately: a table TTL is a fleet-wide clock no tenant can hold longer or shorten, which is the opposite of a retention decision belonging to the tenant whose records they are. The drop is a partition drop on (org, dataset), so the tenant is the first component of the thing being dropped and a disposal cannot be spelled across one. The BYTES are what goes. The register keeps one `disposed` row per version — the name, the number, the spec, the digest and who disposed of it when — for two reasons: a retention obligation is answered by a record of the deletion, not by silence; and version numbers must stay monotone, so that after `orders` is disposed of and declared again the next version is 4 and not 1. A number that could be reused would make every citation of `orders v3` ambiguous forever. It is not reversible and there is no soft state in between. A version a model cited has no rows once this returns, and every read of it says so.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_delete_dataset_serialize(
name=name,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetDisposal",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_delete_dataset_without_preload_content(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Dispose of one dataset and every version of it
Disposes of one dataset and every version of it: the rows are dropped and the register is marked with what went. This is the ONLY expiry in this plane. Neither table carries a TTL, deliberately: a table TTL is a fleet-wide clock no tenant can hold longer or shorten, which is the opposite of a retention decision belonging to the tenant whose records they are. The drop is a partition drop on (org, dataset), so the tenant is the first component of the thing being dropped and a disposal cannot be spelled across one. The BYTES are what goes. The register keeps one `disposed` row per version — the name, the number, the spec, the digest and who disposed of it when — for two reasons: a retention obligation is answered by a record of the deletion, not by silence; and version numbers must stay monotone, so that after `orders` is disposed of and declared again the next version is 4 and not 1. A number that could be reused would make every citation of `orders v3` ambiguous forever. It is not reversible and there is no soft state in between. A version a model cited has no rows once this returns, and every read of it says so.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_delete_dataset_serialize(
name=name,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetDisposal",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_delete_dataset_serialize(
self,
name,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if name is not None:
_path_params['name'] = name
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='DELETE',
resource_path='/v1/risk/datasets/{name}',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_dispose_labels(
self,
risk_dispose_in: RiskDisposeIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskDisposeOut:
"""Dispose of this tenant's expired assertions, whole records only
Applies this tenant's retention, and only this tenant's. It is bounded three ways, each a compliance property rather than a convenience. It refuses a boundary younger than the platform floor, because a label can be the input to an adverse action and five years is what the retention ledger holds such a record for. It never touches a record under litigation hold. And it disposes of whole records rather than redacting fields. It removes the derived columnar copy BEFORE the record, and refuses the whole disposal if the warehouse cannot be reached. The other order would leave rows in the warehouse that nothing can identify any more, which is a disposal that did not happen and says it did.
:param risk_dispose_in: (required)
:type risk_dispose_in: RiskDisposeIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_dispose_labels_serialize(
risk_dispose_in=risk_dispose_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDisposeOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_dispose_labels_with_http_info(
self,
risk_dispose_in: RiskDisposeIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskDisposeOut]:
"""Dispose of this tenant's expired assertions, whole records only
Applies this tenant's retention, and only this tenant's. It is bounded three ways, each a compliance property rather than a convenience. It refuses a boundary younger than the platform floor, because a label can be the input to an adverse action and five years is what the retention ledger holds such a record for. It never touches a record under litigation hold. And it disposes of whole records rather than redacting fields. It removes the derived columnar copy BEFORE the record, and refuses the whole disposal if the warehouse cannot be reached. The other order would leave rows in the warehouse that nothing can identify any more, which is a disposal that did not happen and says it did.
:param risk_dispose_in: (required)
:type risk_dispose_in: RiskDisposeIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_dispose_labels_serialize(
risk_dispose_in=risk_dispose_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDisposeOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_dispose_labels_without_preload_content(
self,
risk_dispose_in: RiskDisposeIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Dispose of this tenant's expired assertions, whole records only
Applies this tenant's retention, and only this tenant's. It is bounded three ways, each a compliance property rather than a convenience. It refuses a boundary younger than the platform floor, because a label can be the input to an adverse action and five years is what the retention ledger holds such a record for. It never touches a record under litigation hold. And it disposes of whole records rather than redacting fields. It removes the derived columnar copy BEFORE the record, and refuses the whole disposal if the warehouse cannot be reached. The other order would leave rows in the warehouse that nothing can identify any more, which is a disposal that did not happen and says it did.
:param risk_dispose_in: (required)
:type risk_dispose_in: RiskDisposeIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_dispose_labels_serialize(
risk_dispose_in=risk_dispose_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDisposeOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_dispose_labels_serialize(
self,
risk_dispose_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if risk_dispose_in is not None:
_body_params = risk_dispose_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/labels/dispose',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_export_dataset(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
version: Annotated[Optional[StrictInt], Field(description="Version is the version to read. Zero takes the newest published one.")] = None,
split: Annotated[Optional[StrictStr], Field(description="Split narrows to train, val or test. Empty reads every split.")] = None,
offset: Annotated[Optional[StrictInt], Field(description="Offset is where the page starts, in the version's own row order (by id, which is derived from the row and therefore stable forever).")] = None,
limit: Annotated[Optional[StrictInt], Field(description="Limit is how many rows to return. Zero and anything above the plane's bound take the bound.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskDatasetRows:
"""Read a version's rows back, one page at a time
Reads a published version's rows back, one bounded page at a time, in the version's own stable row order. Only a published version can be exported. Rows written by an attempt that never completed are inert — no register row names them — and they are disposed of with the dataset.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param version: Version is the version to read. Zero takes the newest published one.
:type version: int
:param split: Split narrows to train, val or test. Empty reads every split.
:type split: str
:param offset: Offset is where the page starts, in the version's own row order (by id, which is derived from the row and therefore stable forever).
:type offset: int
:param limit: Limit is how many rows to return. Zero and anything above the plane's bound take the bound.
:type limit: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_export_dataset_serialize(
name=name,
version=version,
split=split,
offset=offset,
limit=limit,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetRows",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_export_dataset_with_http_info(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
version: Annotated[Optional[StrictInt], Field(description="Version is the version to read. Zero takes the newest published one.")] = None,
split: Annotated[Optional[StrictStr], Field(description="Split narrows to train, val or test. Empty reads every split.")] = None,
offset: Annotated[Optional[StrictInt], Field(description="Offset is where the page starts, in the version's own row order (by id, which is derived from the row and therefore stable forever).")] = None,
limit: Annotated[Optional[StrictInt], Field(description="Limit is how many rows to return. Zero and anything above the plane's bound take the bound.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskDatasetRows]:
"""Read a version's rows back, one page at a time
Reads a published version's rows back, one bounded page at a time, in the version's own stable row order. Only a published version can be exported. Rows written by an attempt that never completed are inert — no register row names them — and they are disposed of with the dataset.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param version: Version is the version to read. Zero takes the newest published one.
:type version: int
:param split: Split narrows to train, val or test. Empty reads every split.
:type split: str
:param offset: Offset is where the page starts, in the version's own row order (by id, which is derived from the row and therefore stable forever).
:type offset: int
:param limit: Limit is how many rows to return. Zero and anything above the plane's bound take the bound.
:type limit: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_export_dataset_serialize(
name=name,
version=version,
split=split,
offset=offset,
limit=limit,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetRows",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_export_dataset_without_preload_content(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
version: Annotated[Optional[StrictInt], Field(description="Version is the version to read. Zero takes the newest published one.")] = None,
split: Annotated[Optional[StrictStr], Field(description="Split narrows to train, val or test. Empty reads every split.")] = None,
offset: Annotated[Optional[StrictInt], Field(description="Offset is where the page starts, in the version's own row order (by id, which is derived from the row and therefore stable forever).")] = None,
limit: Annotated[Optional[StrictInt], Field(description="Limit is how many rows to return. Zero and anything above the plane's bound take the bound.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Read a version's rows back, one page at a time
Reads a published version's rows back, one bounded page at a time, in the version's own stable row order. Only a published version can be exported. Rows written by an attempt that never completed are inert — no register row names them — and they are disposed of with the dataset.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param version: Version is the version to read. Zero takes the newest published one.
:type version: int
:param split: Split narrows to train, val or test. Empty reads every split.
:type split: str
:param offset: Offset is where the page starts, in the version's own row order (by id, which is derived from the row and therefore stable forever).
:type offset: int
:param limit: Limit is how many rows to return. Zero and anything above the plane's bound take the bound.
:type limit: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_export_dataset_serialize(
name=name,
version=version,
split=split,
offset=offset,
limit=limit,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskDatasetRows",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_export_dataset_serialize(
self,
name,
version,
split,
offset,
limit,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if name is not None:
_path_params['name'] = name
# process the query parameters
if version is not None:
_query_params.append(('version', version))
if split is not None:
_query_params.append(('split', split))
if offset is not None:
_query_params.append(('offset', offset))
if limit is not None:
_query_params.append(('limit', limit))
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/datasets/{name}/export',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_features(
self,
days: Annotated[Optional[StrictInt], Field(description="Days is how far back to measure the organisation's own coverage, 1 to 400. Zero takes thirty.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskCatalog:
"""The feature catalogue: what the model reads, and what your surface carries
Features is the feature catalogue in its two honest lenses. The MODEL lens is the governed inventory: one entry per dimension of the model space, each carrying the typology it serves, the supervisor's own words for the indicator, and the published standard those words come from — so a coverage claim is checkable rather than asserted. It is the same for every organisation. The SURFACE lens is what THIS organisation's own event surface actually carries, measured over the window: how many of its buckets carry each dimension at all, and what the dimension reads where it is present. A dimension present in no bucket is BLIND, and saying so is the difference between no risk and no data.
:param days: Days is how far back to measure the organisation's own coverage, 1 to 400. Zero takes thirty.
:type days: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_features_serialize(
days=days,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskCatalog",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_features_with_http_info(
self,
days: Annotated[Optional[StrictInt], Field(description="Days is how far back to measure the organisation's own coverage, 1 to 400. Zero takes thirty.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskCatalog]:
"""The feature catalogue: what the model reads, and what your surface carries
Features is the feature catalogue in its two honest lenses. The MODEL lens is the governed inventory: one entry per dimension of the model space, each carrying the typology it serves, the supervisor's own words for the indicator, and the published standard those words come from — so a coverage claim is checkable rather than asserted. It is the same for every organisation. The SURFACE lens is what THIS organisation's own event surface actually carries, measured over the window: how many of its buckets carry each dimension at all, and what the dimension reads where it is present. A dimension present in no bucket is BLIND, and saying so is the difference between no risk and no data.
:param days: Days is how far back to measure the organisation's own coverage, 1 to 400. Zero takes thirty.
:type days: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_features_serialize(
days=days,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskCatalog",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_features_without_preload_content(
self,
days: Annotated[Optional[StrictInt], Field(description="Days is how far back to measure the organisation's own coverage, 1 to 400. Zero takes thirty.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""The feature catalogue: what the model reads, and what your surface carries
Features is the feature catalogue in its two honest lenses. The MODEL lens is the governed inventory: one entry per dimension of the model space, each carrying the typology it serves, the supervisor's own words for the indicator, and the published standard those words come from — so a coverage claim is checkable rather than asserted. It is the same for every organisation. The SURFACE lens is what THIS organisation's own event surface actually carries, measured over the window: how many of its buckets carry each dimension at all, and what the dimension reads where it is present. A dimension present in no bucket is BLIND, and saying so is the difference between no risk and no data.
:param days: Days is how far back to measure the organisation's own coverage, 1 to 400. Zero takes thirty.
:type days: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_features_serialize(
days=days,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskCatalog",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_features_serialize(
self,
days,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
if days is not None:
_query_params.append(('days', days))
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/features',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_hold_labels(
self,
risk_hold_in: RiskHoldIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskHoldOut:
"""Place or release a litigation hold on named records
Places or releases a litigation hold on named records. A hold is a fact about the RECORD, not about the world: it says retention may not dispose of this row, and it asserts nothing about what happened. So it is not a field on an assertion and it is not folded into the content digest — carried there it was silently a no-op on any record that already existed, since re-filing the same assertion with a hold flag produced the same digest, the insert was ignored, and the caller was answered `duplicate` while the hold it asked for was never placed. This op is the one way a hold moves, in either direction, and the move is written to the audit log. Every named id is this tenant's or is nothing. The statement runs against the tenant's own file, which holds no other tenant's rows and has no column that could name one.
:param risk_hold_in: (required)
:type risk_hold_in: RiskHoldIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_hold_labels_serialize(
risk_hold_in=risk_hold_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskHoldOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_hold_labels_with_http_info(
self,
risk_hold_in: RiskHoldIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskHoldOut]:
"""Place or release a litigation hold on named records
Places or releases a litigation hold on named records. A hold is a fact about the RECORD, not about the world: it says retention may not dispose of this row, and it asserts nothing about what happened. So it is not a field on an assertion and it is not folded into the content digest — carried there it was silently a no-op on any record that already existed, since re-filing the same assertion with a hold flag produced the same digest, the insert was ignored, and the caller was answered `duplicate` while the hold it asked for was never placed. This op is the one way a hold moves, in either direction, and the move is written to the audit log. Every named id is this tenant's or is nothing. The statement runs against the tenant's own file, which holds no other tenant's rows and has no column that could name one.
:param risk_hold_in: (required)
:type risk_hold_in: RiskHoldIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_hold_labels_serialize(
risk_hold_in=risk_hold_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskHoldOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_hold_labels_without_preload_content(
self,
risk_hold_in: RiskHoldIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Place or release a litigation hold on named records
Places or releases a litigation hold on named records. A hold is a fact about the RECORD, not about the world: it says retention may not dispose of this row, and it asserts nothing about what happened. So it is not a field on an assertion and it is not folded into the content digest — carried there it was silently a no-op on any record that already existed, since re-filing the same assertion with a hold flag produced the same digest, the insert was ignored, and the caller was answered `duplicate` while the hold it asked for was never placed. This op is the one way a hold moves, in either direction, and the move is written to the audit log. Every named id is this tenant's or is nothing. The statement runs against the tenant's own file, which holds no other tenant's rows and has no column that could name one.
:param risk_hold_in: (required)
:type risk_hold_in: RiskHoldIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_hold_labels_serialize(
risk_hold_in=risk_hold_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskHoldOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_hold_labels_serialize(
self,
risk_hold_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if risk_hold_in is not None:
_body_params = risk_hold_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/labels/hold',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_label(
self,
risk_label_in: RiskLabelIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskLabelOut:
"""Assert ground truth about events
Records a batch of ground truth against the entities it judges. Each assertion carries TWO times — when the judged event happened, and when the assertion became knowable — and both are required. The second is what keeps a chargeback that landed in June out of a model that had to decide in February. It is idempotent on the CONTENT of an assertion, so a webhook that redelivers is safe. It never overwrites: a source that corrects itself later files a NEW assertion, which wins from the moment it became knowable and leaves every earlier observation instant seeing exactly what it saw. The asserter is stamped from the validated credential and is not a body field.
:param risk_label_in: (required)
:type risk_label_in: RiskLabelIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_label_serialize(
risk_label_in=risk_label_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_label_with_http_info(
self,
risk_label_in: RiskLabelIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskLabelOut]:
"""Assert ground truth about events
Records a batch of ground truth against the entities it judges. Each assertion carries TWO times — when the judged event happened, and when the assertion became knowable — and both are required. The second is what keeps a chargeback that landed in June out of a model that had to decide in February. It is idempotent on the CONTENT of an assertion, so a webhook that redelivers is safe. It never overwrites: a source that corrects itself later files a NEW assertion, which wins from the moment it became knowable and leaves every earlier observation instant seeing exactly what it saw. The asserter is stamped from the validated credential and is not a body field.
:param risk_label_in: (required)
:type risk_label_in: RiskLabelIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_label_serialize(
risk_label_in=risk_label_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_label_without_preload_content(
self,
risk_label_in: RiskLabelIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Assert ground truth about events
Records a batch of ground truth against the entities it judges. Each assertion carries TWO times — when the judged event happened, and when the assertion became knowable — and both are required. The second is what keeps a chargeback that landed in June out of a model that had to decide in February. It is idempotent on the CONTENT of an assertion, so a webhook that redelivers is safe. It never overwrites: a source that corrects itself later files a NEW assertion, which wins from the moment it became knowable and leaves every earlier observation instant seeing exactly what it saw. The asserter is stamped from the validated credential and is not a body field.
:param risk_label_in: (required)
:type risk_label_in: RiskLabelIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_label_serialize(
risk_label_in=risk_label_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_label_serialize(
self,
risk_label_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if risk_label_in is not None:
_body_params = risk_label_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/labels',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_label_coverage(
self,
var_from: Annotated[Optional[StrictStr], Field(description="From and To bound the EVENT window, half-open, RFC 3339. Unstated, the window is the 90 days ENDING where maturity begins — `to` is the horizon ago, not now. A default window running to now under a default horizon could not contain one matured event, so every count below it would be zero however much ground truth the tenant held.")] = None,
to: Optional[StrictStr] = None,
horizon: Annotated[Optional[StrictInt], Field(description="Horizon is the maturity horizon in days the coverage is measured under. Unstated takes 120. It also moves the default window, which ends where maturity begins.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskLabelCoverage:
"""How much of the window has matured, and how much of that is judged
Reports how much of a window has matured and how much of that is judged, per source. It is the gate on training. A supervised fit over a window whose judged count is near zero produces a number, and the number is meaningless; this op is what lets that be stated before the fit rather than discovered after it. It reads the RECORD plane and folds every assertion at that event's OWN as-of, so the counts obey exactly the leakage rule a materialisation would. It counts only what was ASSERTED: what share of the whole event STREAM carries a label is a question about the feature plane's denominator and is not answerable here.
:param var_from: From and To bound the EVENT window, half-open, RFC 3339. Unstated, the window is the 90 days ENDING where maturity begins — `to` is the horizon ago, not now. A default window running to now under a default horizon could not contain one matured event, so every count below it would be zero however much ground truth the tenant held.
:type var_from: str
:param to:
:type to: str
:param horizon: Horizon is the maturity horizon in days the coverage is measured under. Unstated takes 120. It also moves the default window, which ends where maturity begins.
:type horizon: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_label_coverage_serialize(
var_from=var_from,
to=to,
horizon=horizon,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelCoverage",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_label_coverage_with_http_info(
self,
var_from: Annotated[Optional[StrictStr], Field(description="From and To bound the EVENT window, half-open, RFC 3339. Unstated, the window is the 90 days ENDING where maturity begins — `to` is the horizon ago, not now. A default window running to now under a default horizon could not contain one matured event, so every count below it would be zero however much ground truth the tenant held.")] = None,
to: Optional[StrictStr] = None,
horizon: Annotated[Optional[StrictInt], Field(description="Horizon is the maturity horizon in days the coverage is measured under. Unstated takes 120. It also moves the default window, which ends where maturity begins.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskLabelCoverage]:
"""How much of the window has matured, and how much of that is judged
Reports how much of a window has matured and how much of that is judged, per source. It is the gate on training. A supervised fit over a window whose judged count is near zero produces a number, and the number is meaningless; this op is what lets that be stated before the fit rather than discovered after it. It reads the RECORD plane and folds every assertion at that event's OWN as-of, so the counts obey exactly the leakage rule a materialisation would. It counts only what was ASSERTED: what share of the whole event STREAM carries a label is a question about the feature plane's denominator and is not answerable here.
:param var_from: From and To bound the EVENT window, half-open, RFC 3339. Unstated, the window is the 90 days ENDING where maturity begins — `to` is the horizon ago, not now. A default window running to now under a default horizon could not contain one matured event, so every count below it would be zero however much ground truth the tenant held.
:type var_from: str
:param to:
:type to: str
:param horizon: Horizon is the maturity horizon in days the coverage is measured under. Unstated takes 120. It also moves the default window, which ends where maturity begins.
:type horizon: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_label_coverage_serialize(
var_from=var_from,
to=to,
horizon=horizon,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelCoverage",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_label_coverage_without_preload_content(
self,
var_from: Annotated[Optional[StrictStr], Field(description="From and To bound the EVENT window, half-open, RFC 3339. Unstated, the window is the 90 days ENDING where maturity begins — `to` is the horizon ago, not now. A default window running to now under a default horizon could not contain one matured event, so every count below it would be zero however much ground truth the tenant held.")] = None,
to: Optional[StrictStr] = None,
horizon: Annotated[Optional[StrictInt], Field(description="Horizon is the maturity horizon in days the coverage is measured under. Unstated takes 120. It also moves the default window, which ends where maturity begins.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""How much of the window has matured, and how much of that is judged
Reports how much of a window has matured and how much of that is judged, per source. It is the gate on training. A supervised fit over a window whose judged count is near zero produces a number, and the number is meaningless; this op is what lets that be stated before the fit rather than discovered after it. It reads the RECORD plane and folds every assertion at that event's OWN as-of, so the counts obey exactly the leakage rule a materialisation would. It counts only what was ASSERTED: what share of the whole event STREAM carries a label is a question about the feature plane's denominator and is not answerable here.
:param var_from: From and To bound the EVENT window, half-open, RFC 3339. Unstated, the window is the 90 days ENDING where maturity begins — `to` is the horizon ago, not now. A default window running to now under a default horizon could not contain one matured event, so every count below it would be zero however much ground truth the tenant held.
:type var_from: str
:param to:
:type to: str
:param horizon: Horizon is the maturity horizon in days the coverage is measured under. Unstated takes 120. It also moves the default window, which ends where maturity begins.
:type horizon: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_label_coverage_serialize(
var_from=var_from,
to=to,
horizon=horizon,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelCoverage",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_label_coverage_serialize(
self,
var_from,
to,
horizon,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
if var_from is not None:
_query_params.append(('from', var_from))
if to is not None:
_query_params.append(('to', to))
if horizon is not None:
_query_params.append(('horizon', horizon))
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/labels/coverage',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_label_vocabulary(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskLabelVocabulary:
"""The closed vocabularies and the precedence rule that resolves a conflict
Publishes the closed vocabularies and the precedence rule that resolves a conflict between two sources. A precedence rule nobody can read is a rule nobody can audit or dispute, and the whole defensibility of a contested label rests on being able to say why one assertion beat another. The order returned here is derived from the same declaration the resolver reads — it is not a description of it.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_label_vocabulary_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelVocabulary",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_label_vocabulary_with_http_info(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskLabelVocabulary]:
"""The closed vocabularies and the precedence rule that resolves a conflict
Publishes the closed vocabularies and the precedence rule that resolves a conflict between two sources. A precedence rule nobody can read is a rule nobody can audit or dispute, and the whole defensibility of a contested label rests on being able to say why one assertion beat another. The order returned here is derived from the same declaration the resolver reads — it is not a description of it.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_label_vocabulary_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelVocabulary",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_label_vocabulary_without_preload_content(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""The closed vocabularies and the precedence rule that resolves a conflict
Publishes the closed vocabularies and the precedence rule that resolves a conflict between two sources. A precedence rule nobody can read is a rule nobody can audit or dispute, and the whole defensibility of a contested label rests on being able to say why one assertion beat another. The order returned here is derived from the same declaration the resolver reads — it is not a description of it.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_label_vocabulary_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelVocabulary",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_label_vocabulary_serialize(
self,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/labels/vocabulary',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_labels(
self,
kind: Annotated[Optional[StrictStr], Field(description="Kind and Subject narrow to one entity.")] = None,
subject: Optional[StrictStr] = None,
source: Annotated[Optional[StrictStr], Field(description="Source narrows to one asserter — the read that answers \"what has commerce told us\", separately from \"what has an analyst told us\".")] = None,
var_from: Annotated[Optional[StrictStr], Field(description="From and To bound the EVENT time, half-open, RFC 3339.")] = None,
to: Optional[StrictStr] = None,
limit: Annotated[Optional[StrictInt], Field(description="Limit caps the page. Out of range takes the plane's own bound.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskLabelsOut:
"""Read the assertions this tenant has recorded
Reads the assertions this tenant has recorded, newest event first. It reads the RECORD — the tenant's own store — and not the columnar copy, so what it returns is what would be produced in an audit. Narrow it by entity, by asserter, or by event window.
:param kind: Kind and Subject narrow to one entity.
:type kind: str
:param subject:
:type subject: str
:param source: Source narrows to one asserter — the read that answers \"what has commerce told us\", separately from \"what has an analyst told us\".
:type source: str
:param var_from: From and To bound the EVENT time, half-open, RFC 3339.
:type var_from: str
:param to:
:type to: str
:param limit: Limit caps the page. Out of range takes the plane's own bound.
:type limit: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_labels_serialize(
kind=kind,
subject=subject,
source=source,
var_from=var_from,
to=to,
limit=limit,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelsOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_labels_with_http_info(
self,
kind: Annotated[Optional[StrictStr], Field(description="Kind and Subject narrow to one entity.")] = None,
subject: Optional[StrictStr] = None,
source: Annotated[Optional[StrictStr], Field(description="Source narrows to one asserter — the read that answers \"what has commerce told us\", separately from \"what has an analyst told us\".")] = None,
var_from: Annotated[Optional[StrictStr], Field(description="From and To bound the EVENT time, half-open, RFC 3339.")] = None,
to: Optional[StrictStr] = None,
limit: Annotated[Optional[StrictInt], Field(description="Limit caps the page. Out of range takes the plane's own bound.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskLabelsOut]:
"""Read the assertions this tenant has recorded
Reads the assertions this tenant has recorded, newest event first. It reads the RECORD — the tenant's own store — and not the columnar copy, so what it returns is what would be produced in an audit. Narrow it by entity, by asserter, or by event window.
:param kind: Kind and Subject narrow to one entity.
:type kind: str
:param subject:
:type subject: str
:param source: Source narrows to one asserter — the read that answers \"what has commerce told us\", separately from \"what has an analyst told us\".
:type source: str
:param var_from: From and To bound the EVENT time, half-open, RFC 3339.
:type var_from: str
:param to:
:type to: str
:param limit: Limit caps the page. Out of range takes the plane's own bound.
:type limit: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_labels_serialize(
kind=kind,
subject=subject,
source=source,
var_from=var_from,
to=to,
limit=limit,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelsOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_labels_without_preload_content(
self,
kind: Annotated[Optional[StrictStr], Field(description="Kind and Subject narrow to one entity.")] = None,
subject: Optional[StrictStr] = None,
source: Annotated[Optional[StrictStr], Field(description="Source narrows to one asserter — the read that answers \"what has commerce told us\", separately from \"what has an analyst told us\".")] = None,
var_from: Annotated[Optional[StrictStr], Field(description="From and To bound the EVENT time, half-open, RFC 3339.")] = None,
to: Optional[StrictStr] = None,
limit: Annotated[Optional[StrictInt], Field(description="Limit caps the page. Out of range takes the plane's own bound.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Read the assertions this tenant has recorded
Reads the assertions this tenant has recorded, newest event first. It reads the RECORD — the tenant's own store — and not the columnar copy, so what it returns is what would be produced in an audit. Narrow it by entity, by asserter, or by event window.
:param kind: Kind and Subject narrow to one entity.
:type kind: str
:param subject:
:type subject: str
:param source: Source narrows to one asserter — the read that answers \"what has commerce told us\", separately from \"what has an analyst told us\".
:type source: str
:param var_from: From and To bound the EVENT time, half-open, RFC 3339.
:type var_from: str
:param to:
:type to: str
:param limit: Limit caps the page. Out of range takes the plane's own bound.
:type limit: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_labels_serialize(
kind=kind,
subject=subject,
source=source,
var_from=var_from,
to=to,
limit=limit,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLabelsOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_labels_serialize(
self,
kind,
subject,
source,
var_from,
to,
limit,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
if kind is not None:
_query_params.append(('kind', kind))
if subject is not None:
_query_params.append(('subject', subject))
if source is not None:
_query_params.append(('source', source))
if var_from is not None:
_query_params.append(('from', var_from))
if to is not None:
_query_params.append(('to', to))
if limit is not None:
_query_params.append(('limit', limit))
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/labels',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_learn(
self,
risk_learn_in: RiskLearnIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskLearnOut:
"""Teach your organisation's own model from its own events
Learn records a batch of events into the caller organisation's own aggregates and lets its model learn from them. It answers how many it learned from. IT DOES NOT SCORE, AND THAT IS THE POINT. An observation is a value you record; learning is a transformation over observations; a verdict is a query against the result. This op is the first two. [ops.score] is the third, it is pure, and it is the ONE door to a verdict. They were one call, which meant you could not record without training and could not train without being answered — and the model ran twice over every event to produce a verdict the response carried and no caller read. TO OBSERVE AND JUDGE, COMPOSE THE TWO, and mind the order. Score FIRST, then learn: the score is then the model's opinion of an event it has not yet learned from, which is the question worth asking. The other order answers for a model that has already absorbed the event it is judging. This is the training path, and there is no job behind it: the model IS a set of mass counters over half-space trees, so learning is an increment and the model is current the instant the last event lands. Nothing from any other organisation is in it, and nothing from this organisation leaves it. A RETRY IS INERT. The record deduplicates on the event id you send, and an event already in it moves nothing, costs nothing and is not counted — so a client that timed out can send the same batch again and its model holds what it holds. Without an id of your own there is nothing to converge on: two identical bodies are two events.
:param risk_learn_in: (required)
:type risk_learn_in: RiskLearnIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_learn_serialize(
risk_learn_in=risk_learn_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLearnOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_learn_with_http_info(
self,
risk_learn_in: RiskLearnIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskLearnOut]:
"""Teach your organisation's own model from its own events
Learn records a batch of events into the caller organisation's own aggregates and lets its model learn from them. It answers how many it learned from. IT DOES NOT SCORE, AND THAT IS THE POINT. An observation is a value you record; learning is a transformation over observations; a verdict is a query against the result. This op is the first two. [ops.score] is the third, it is pure, and it is the ONE door to a verdict. They were one call, which meant you could not record without training and could not train without being answered — and the model ran twice over every event to produce a verdict the response carried and no caller read. TO OBSERVE AND JUDGE, COMPOSE THE TWO, and mind the order. Score FIRST, then learn: the score is then the model's opinion of an event it has not yet learned from, which is the question worth asking. The other order answers for a model that has already absorbed the event it is judging. This is the training path, and there is no job behind it: the model IS a set of mass counters over half-space trees, so learning is an increment and the model is current the instant the last event lands. Nothing from any other organisation is in it, and nothing from this organisation leaves it. A RETRY IS INERT. The record deduplicates on the event id you send, and an event already in it moves nothing, costs nothing and is not counted — so a client that timed out can send the same batch again and its model holds what it holds. Without an id of your own there is nothing to converge on: two identical bodies are two events.
:param risk_learn_in: (required)
:type risk_learn_in: RiskLearnIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_learn_serialize(
risk_learn_in=risk_learn_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLearnOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_learn_without_preload_content(
self,
risk_learn_in: RiskLearnIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Teach your organisation's own model from its own events
Learn records a batch of events into the caller organisation's own aggregates and lets its model learn from them. It answers how many it learned from. IT DOES NOT SCORE, AND THAT IS THE POINT. An observation is a value you record; learning is a transformation over observations; a verdict is a query against the result. This op is the first two. [ops.score] is the third, it is pure, and it is the ONE door to a verdict. They were one call, which meant you could not record without training and could not train without being answered — and the model ran twice over every event to produce a verdict the response carried and no caller read. TO OBSERVE AND JUDGE, COMPOSE THE TWO, and mind the order. Score FIRST, then learn: the score is then the model's opinion of an event it has not yet learned from, which is the question worth asking. The other order answers for a model that has already absorbed the event it is judging. This is the training path, and there is no job behind it: the model IS a set of mass counters over half-space trees, so learning is an increment and the model is current the instant the last event lands. Nothing from any other organisation is in it, and nothing from this organisation leaves it. A RETRY IS INERT. The record deduplicates on the event id you send, and an event already in it moves nothing, costs nothing and is not counted — so a client that timed out can send the same batch again and its model holds what it holds. Without an id of your own there is nothing to converge on: two identical bodies are two events.
:param risk_learn_in: (required)
:type risk_learn_in: RiskLearnIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_learn_serialize(
risk_learn_in=risk_learn_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskLearnOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_learn_serialize(
self,
risk_learn_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if risk_learn_in is not None:
_body_params = risk_learn_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/learn',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_materialize_dataset(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskDataset:
"""Materialise the declared version into immutable rows
Builds the declared version into immutable rows and answers 202 as soon as the attempt is on record. It never holds the request open for the work: a materialisation is a bounded warehouse scan, and letting an HTTP client's timeout be a data plane's timeout is how one tenant's retry loop becomes everyone's outage. ONE materialisation runs per org at a time; a second is refused rather than queued, because a queue admits the same work later and the honest answer to \"again\" while one is running is that one is running. Only a DECLARED version is admitted. A published version is immutable, and a version whose earlier attempt did not complete is never re-attempted — that would union two runs' rows under one number and make the digest a lie. In both cases the answer is to declare a new version, which is what a second run over a moving source honestly is.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_materialize_dataset_serialize(
name=name,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'202': "RiskDataset",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_materialize_dataset_with_http_info(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskDataset]:
"""Materialise the declared version into immutable rows
Builds the declared version into immutable rows and answers 202 as soon as the attempt is on record. It never holds the request open for the work: a materialisation is a bounded warehouse scan, and letting an HTTP client's timeout be a data plane's timeout is how one tenant's retry loop becomes everyone's outage. ONE materialisation runs per org at a time; a second is refused rather than queued, because a queue admits the same work later and the honest answer to \"again\" while one is running is that one is running. Only a DECLARED version is admitted. A published version is immutable, and a version whose earlier attempt did not complete is never re-attempted — that would union two runs' rows under one number and make the digest a lie. In both cases the answer is to declare a new version, which is what a second run over a moving source honestly is.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_materialize_dataset_serialize(
name=name,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'202': "RiskDataset",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_materialize_dataset_without_preload_content(
self,
name: Annotated[StrictStr, Field(description="Name is the dataset, from the path.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Materialise the declared version into immutable rows
Builds the declared version into immutable rows and answers 202 as soon as the attempt is on record. It never holds the request open for the work: a materialisation is a bounded warehouse scan, and letting an HTTP client's timeout be a data plane's timeout is how one tenant's retry loop becomes everyone's outage. ONE materialisation runs per org at a time; a second is refused rather than queued, because a queue admits the same work later and the honest answer to \"again\" while one is running is that one is running. Only a DECLARED version is admitted. A published version is immutable, and a version whose earlier attempt did not complete is never re-attempted — that would union two runs' rows under one number and make the digest a lie. In both cases the answer is to declare a new version, which is what a second run over a moving source honestly is.
:param name: Name is the dataset, from the path. (required)
:type name: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_materialize_dataset_serialize(
name=name,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'202': "RiskDataset",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_materialize_dataset_serialize(
self,
name,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if name is not None:
_path_params['name'] = name
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/datasets/{name}/materialize',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_policy(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskPolicyOut:
"""Your organisation's decision-regime history, and which version is in force
Policy reports the caller organisation's own decision-regime history: every distinct regime it has adopted, which version is in force, and what retention has taken. WHY IT EXISTS. Every score cites the version it was decided under ([riskScoreOut.Policy]), and the threshold that score was measured against is derived from the appetite that version states. Restate the appetite and, without this record, every earlier decision becomes unreconstructible — the cut it was judged by no longer exists anywhere. An adverse decision that cannot be explained against the policy in force when it was taken cannot be defended. It covers ONE organisation. The history is on that organisation's own shelf, so another's versions are not filtered out of the answer — they are not in the file the answer is read from.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_policy_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskPolicyOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_policy_with_http_info(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskPolicyOut]:
"""Your organisation's decision-regime history, and which version is in force
Policy reports the caller organisation's own decision-regime history: every distinct regime it has adopted, which version is in force, and what retention has taken. WHY IT EXISTS. Every score cites the version it was decided under ([riskScoreOut.Policy]), and the threshold that score was measured against is derived from the appetite that version states. Restate the appetite and, without this record, every earlier decision becomes unreconstructible — the cut it was judged by no longer exists anywhere. An adverse decision that cannot be explained against the policy in force when it was taken cannot be defended. It covers ONE organisation. The history is on that organisation's own shelf, so another's versions are not filtered out of the answer — they are not in the file the answer is read from.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_policy_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskPolicyOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_policy_without_preload_content(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Your organisation's decision-regime history, and which version is in force
Policy reports the caller organisation's own decision-regime history: every distinct regime it has adopted, which version is in force, and what retention has taken. WHY IT EXISTS. Every score cites the version it was decided under ([riskScoreOut.Policy]), and the threshold that score was measured against is derived from the appetite that version states. Restate the appetite and, without this record, every earlier decision becomes unreconstructible — the cut it was judged by no longer exists anywhere. An adverse decision that cannot be explained against the policy in force when it was taken cannot be defended. It covers ONE organisation. The history is on that organisation's own shelf, so another's versions are not filtered out of the answer — they are not in the file the answer is read from.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_policy_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskPolicyOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_policy_serialize(
self,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/policy',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_publish_model(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskPublishOut:
"""Publish your organisation's model as a named, immutable value
Publishes your organisation's model as a NAMED VALUE, so a decision taken today can be reconstructed tomorrow and a change made today can be undone. It answers with a NAME and not with the state. The masses stay on your organisation's own encrypted store and are referred to by an address computed from their own content: the shape, the geometry seed, the position in the window, the threshold, the masses themselves as IEEE-754 bits, and the fold watermark behind them. That is what makes the value nameable without making the caller its custodian. IT IS IDEMPOTENT ON THE VALUE. A model that has not changed publishes to the name it already has and mints nothing, reporting minted=false — so publishing at every boundary that matters is free. Ten values are retained per organisation, bounded in BYTES rather than in rows, and the oldest is disposed of past that. A model that has learned nothing is refused: planted is not learned, and a value that reproduces nothing is not a value. It is POST and PUT on one address because they are one plane's two verbs over one kind of thing: POST mints a value from the model in force, PUT puts a value in force. They were /v1/risk/state/snapshot and /v1/risk/state/restore — two addresses named after the operation rather than after the thing, which is how a reader ends up asking what the difference between a snapshot and a value is.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_publish_model_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'201': "RiskPublishOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_publish_model_with_http_info(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskPublishOut]:
"""Publish your organisation's model as a named, immutable value
Publishes your organisation's model as a NAMED VALUE, so a decision taken today can be reconstructed tomorrow and a change made today can be undone. It answers with a NAME and not with the state. The masses stay on your organisation's own encrypted store and are referred to by an address computed from their own content: the shape, the geometry seed, the position in the window, the threshold, the masses themselves as IEEE-754 bits, and the fold watermark behind them. That is what makes the value nameable without making the caller its custodian. IT IS IDEMPOTENT ON THE VALUE. A model that has not changed publishes to the name it already has and mints nothing, reporting minted=false — so publishing at every boundary that matters is free. Ten values are retained per organisation, bounded in BYTES rather than in rows, and the oldest is disposed of past that. A model that has learned nothing is refused: planted is not learned, and a value that reproduces nothing is not a value. It is POST and PUT on one address because they are one plane's two verbs over one kind of thing: POST mints a value from the model in force, PUT puts a value in force. They were /v1/risk/state/snapshot and /v1/risk/state/restore — two addresses named after the operation rather than after the thing, which is how a reader ends up asking what the difference between a snapshot and a value is.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_publish_model_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'201': "RiskPublishOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_publish_model_without_preload_content(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Publish your organisation's model as a named, immutable value
Publishes your organisation's model as a NAMED VALUE, so a decision taken today can be reconstructed tomorrow and a change made today can be undone. It answers with a NAME and not with the state. The masses stay on your organisation's own encrypted store and are referred to by an address computed from their own content: the shape, the geometry seed, the position in the window, the threshold, the masses themselves as IEEE-754 bits, and the fold watermark behind them. That is what makes the value nameable without making the caller its custodian. IT IS IDEMPOTENT ON THE VALUE. A model that has not changed publishes to the name it already has and mints nothing, reporting minted=false — so publishing at every boundary that matters is free. Ten values are retained per organisation, bounded in BYTES rather than in rows, and the oldest is disposed of past that. A model that has learned nothing is refused: planted is not learned, and a value that reproduces nothing is not a value. It is POST and PUT on one address because they are one plane's two verbs over one kind of thing: POST mints a value from the model in force, PUT puts a value in force. They were /v1/risk/state/snapshot and /v1/risk/state/restore — two addresses named after the operation rather than after the thing, which is how a reader ends up asking what the difference between a snapshot and a value is.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_publish_model_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'201': "RiskPublishOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_publish_model_serialize(
self,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/state/model',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_reference(
self,
set: StrictStr,
after: Annotated[Optional[StrictStr], Field(description="After pages the override listing: the last key of the previous page.")] = None,
limit: Annotated[Optional[StrictInt], Field(description="Limit caps the override listing: default 200, maximum 1000.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ReferenceOut:
"""Reference describes one set and lists your org's overrides in it.
Reference describes one set and lists your org's overrides in it. The set half is public data about a published list — its version, its publishers, their licences and how current each one is. The overrides half is yours alone: it is read from your organisation's own store, and no other organisation's entries can appear in it.
:param set: (required)
:type set: str
:param after: After pages the override listing: the last key of the previous page.
:type after: str
:param limit: Limit caps the override listing: default 200, maximum 1000.
:type limit: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_reference_serialize(
set=set,
after=after,
limit=limit,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_reference_with_http_info(
self,
set: StrictStr,
after: Annotated[Optional[StrictStr], Field(description="After pages the override listing: the last key of the previous page.")] = None,
limit: Annotated[Optional[StrictInt], Field(description="Limit caps the override listing: default 200, maximum 1000.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[ReferenceOut]:
"""Reference describes one set and lists your org's overrides in it.
Reference describes one set and lists your org's overrides in it. The set half is public data about a published list — its version, its publishers, their licences and how current each one is. The overrides half is yours alone: it is read from your organisation's own store, and no other organisation's entries can appear in it.
:param set: (required)
:type set: str
:param after: After pages the override listing: the last key of the previous page.
:type after: str
:param limit: Limit caps the override listing: default 200, maximum 1000.
:type limit: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_reference_serialize(
set=set,
after=after,
limit=limit,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_reference_without_preload_content(
self,
set: StrictStr,
after: Annotated[Optional[StrictStr], Field(description="After pages the override listing: the last key of the previous page.")] = None,
limit: Annotated[Optional[StrictInt], Field(description="Limit caps the override listing: default 200, maximum 1000.")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Reference describes one set and lists your org's overrides in it.
Reference describes one set and lists your org's overrides in it. The set half is public data about a published list — its version, its publishers, their licences and how current each one is. The overrides half is yours alone: it is read from your organisation's own store, and no other organisation's entries can appear in it.
:param set: (required)
:type set: str
:param after: After pages the override listing: the last key of the previous page.
:type after: str
:param limit: Limit caps the override listing: default 200, maximum 1000.
:type limit: int
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_reference_serialize(
set=set,
after=after,
limit=limit,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_reference_serialize(
self,
set,
after,
limit,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if set is not None:
_path_params['set'] = set
# process the query parameters
if after is not None:
_query_params.append(('after', after))
if limit is not None:
_query_params.append(('limit', limit))
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/reference/{set}',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_reference_sets(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ReferenceSetsOut:
"""Lists every set this plane publishes, with its version and how fresh it is.
Lists every set this plane publishes, with its version and how fresh it is. Read the Stale and Refused lists first: they are the two ways this plane can be quietly wrong, and they are reported rather than inferred. A set in Refused answers nothing — it has never loaded, it is held by another component, or it names a source we hold no licence for.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_reference_sets_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ReferenceSetsOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_reference_sets_with_http_info(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[ReferenceSetsOut]:
"""Lists every set this plane publishes, with its version and how fresh it is.
Lists every set this plane publishes, with its version and how fresh it is. Read the Stale and Refused lists first: they are the two ways this plane can be quietly wrong, and they are reported rather than inferred. A set in Refused answers nothing — it has never loaded, it is held by another component, or it names a source we hold no licence for.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_reference_sets_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ReferenceSetsOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_reference_sets_without_preload_content(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Lists every set this plane publishes, with its version and how fresh it is.
Lists every set this plane publishes, with its version and how fresh it is. Read the Stale and Refused lists first: they are the two ways this plane can be quietly wrong, and they are reported rather than inferred. A set in Refused answers nothing — it has never loaded, it is held by another component, or it names a source we hold no licence for.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_reference_sets_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ReferenceSetsOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_reference_sets_serialize(
self,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/reference',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_refresh_reference(
self,
refresh_reference_in: RefreshReferenceIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RefreshReferenceOut:
"""Takes a new version of one set.
Takes a new version of one set. SuperAdmin only. It is platform work, not tenant work: it writes the shared baseline every organisation reads, so it is gated to the platform's own identity. Nothing here can write an organisation's overrides, and nothing an organisation sends can reach this route. Idempotent. A version is the content digest of what was taken, so refreshing an unchanged publisher writes no rows and reports unchanged. Resumable: a run that died half-way is continued from where it stopped rather than restarted. A set whose source needs a licence we do not hold is refused with the reason, rather than being quietly skipped.
:param refresh_reference_in: (required)
:type refresh_reference_in: RefreshReferenceIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_refresh_reference_serialize(
refresh_reference_in=refresh_reference_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RefreshReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_refresh_reference_with_http_info(
self,
refresh_reference_in: RefreshReferenceIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RefreshReferenceOut]:
"""Takes a new version of one set.
Takes a new version of one set. SuperAdmin only. It is platform work, not tenant work: it writes the shared baseline every organisation reads, so it is gated to the platform's own identity. Nothing here can write an organisation's overrides, and nothing an organisation sends can reach this route. Idempotent. A version is the content digest of what was taken, so refreshing an unchanged publisher writes no rows and reports unchanged. Resumable: a run that died half-way is continued from where it stopped rather than restarted. A set whose source needs a licence we do not hold is refused with the reason, rather than being quietly skipped.
:param refresh_reference_in: (required)
:type refresh_reference_in: RefreshReferenceIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_refresh_reference_serialize(
refresh_reference_in=refresh_reference_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RefreshReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_refresh_reference_without_preload_content(
self,
refresh_reference_in: RefreshReferenceIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Takes a new version of one set.
Takes a new version of one set. SuperAdmin only. It is platform work, not tenant work: it writes the shared baseline every organisation reads, so it is gated to the platform's own identity. Nothing here can write an organisation's overrides, and nothing an organisation sends can reach this route. Idempotent. A version is the content digest of what was taken, so refreshing an unchanged publisher writes no rows and reports unchanged. Resumable: a run that died half-way is continued from where it stopped rather than restarted. A set whose source needs a licence we do not hold is refused with the reason, rather than being quietly skipped.
:param refresh_reference_in: (required)
:type refresh_reference_in: RefreshReferenceIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_refresh_reference_serialize(
refresh_reference_in=refresh_reference_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RefreshReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_refresh_reference_serialize(
self,
refresh_reference_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if refresh_reference_in is not None:
_body_params = refresh_reference_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/reference/refresh',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_resolve_labels(
self,
risk_resolve_in: RiskResolveIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskResolveOut:
"""Resolve the label in force for named events, as of each event's own horizon
Answers, for each named event, which assertion was in force AS OF that event's own horizon — and what disagreed with it. This is the join surface: the dataset materialiser calls it to attach ground truth to training rows, and the evaluator calls it to score a past decision against what was knowable when the decision had to be made. One mechanism for both, so a model can never be trained under one leakage rule and scored under another. Three answers are distinct and all three are honest: a resolved label, an event that has not matured, and a matured event nobody has judged. The last is never reported as unproductive.
:param risk_resolve_in: (required)
:type risk_resolve_in: RiskResolveIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_resolve_labels_serialize(
risk_resolve_in=risk_resolve_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskResolveOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_resolve_labels_with_http_info(
self,
risk_resolve_in: RiskResolveIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskResolveOut]:
"""Resolve the label in force for named events, as of each event's own horizon
Answers, for each named event, which assertion was in force AS OF that event's own horizon — and what disagreed with it. This is the join surface: the dataset materialiser calls it to attach ground truth to training rows, and the evaluator calls it to score a past decision against what was knowable when the decision had to be made. One mechanism for both, so a model can never be trained under one leakage rule and scored under another. Three answers are distinct and all three are honest: a resolved label, an event that has not matured, and a matured event nobody has judged. The last is never reported as unproductive.
:param risk_resolve_in: (required)
:type risk_resolve_in: RiskResolveIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_resolve_labels_serialize(
risk_resolve_in=risk_resolve_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskResolveOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_resolve_labels_without_preload_content(
self,
risk_resolve_in: RiskResolveIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Resolve the label in force for named events, as of each event's own horizon
Answers, for each named event, which assertion was in force AS OF that event's own horizon — and what disagreed with it. This is the join surface: the dataset materialiser calls it to attach ground truth to training rows, and the evaluator calls it to score a past decision against what was knowable when the decision had to be made. One mechanism for both, so a model can never be trained under one leakage rule and scored under another. Three answers are distinct and all three are honest: a resolved label, an event that has not matured, and a matured event nobody has judged. The last is never reported as unproductive.
:param risk_resolve_in: (required)
:type risk_resolve_in: RiskResolveIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_resolve_labels_serialize(
risk_resolve_in=risk_resolve_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskResolveOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_resolve_labels_serialize(
self,
risk_resolve_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if risk_resolve_in is not None:
_body_params = risk_resolve_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/labels/resolve',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_resolve_reference(
self,
resolve_reference_in: ResolveReferenceIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ResolveReferenceOut:
"""Looks keys up against the reference plane.
Looks keys up against the reference plane. Your organisation's own overrides are consulted FIRST and win outright; the shared baseline answers everything they do not cover. Every answer names the version that produced it, when that version was current and whether it is stale, so a decision can record exactly what it consulted. Read Refusal before reading Hit. A set that has never loaded, one held by the component that screens against it, and one whose source needs a licence we do not hold all answer with a refusal — and a miss on a refusing set means nothing is known, not that the key is clean.
:param resolve_reference_in: (required)
:type resolve_reference_in: ResolveReferenceIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_resolve_reference_serialize(
resolve_reference_in=resolve_reference_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ResolveReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_resolve_reference_with_http_info(
self,
resolve_reference_in: ResolveReferenceIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[ResolveReferenceOut]:
"""Looks keys up against the reference plane.
Looks keys up against the reference plane. Your organisation's own overrides are consulted FIRST and win outright; the shared baseline answers everything they do not cover. Every answer names the version that produced it, when that version was current and whether it is stale, so a decision can record exactly what it consulted. Read Refusal before reading Hit. A set that has never loaded, one held by the component that screens against it, and one whose source needs a licence we do not hold all answer with a refusal — and a miss on a refusing set means nothing is known, not that the key is clean.
:param resolve_reference_in: (required)
:type resolve_reference_in: ResolveReferenceIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_resolve_reference_serialize(
resolve_reference_in=resolve_reference_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ResolveReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_resolve_reference_without_preload_content(
self,
resolve_reference_in: ResolveReferenceIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Looks keys up against the reference plane.
Looks keys up against the reference plane. Your organisation's own overrides are consulted FIRST and win outright; the shared baseline answers everything they do not cover. Every answer names the version that produced it, when that version was current and whether it is stale, so a decision can record exactly what it consulted. Read Refusal before reading Hit. A set that has never loaded, one held by the component that screens against it, and one whose source needs a licence we do not hold all answer with a refusal — and a miss on a refusing set means nothing is known, not that the key is clean.
:param resolve_reference_in: (required)
:type resolve_reference_in: ResolveReferenceIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_resolve_reference_serialize(
resolve_reference_in=resolve_reference_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "ResolveReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_resolve_reference_serialize(
self,
resolve_reference_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if resolve_reference_in is not None:
_body_params = resolve_reference_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/reference/resolve',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_score(
self,
risk_score_in: RiskScoreIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskScoreOut:
"""Score one event against your organisation's own model
Score judges one event against the caller organisation's OWN model and learns nothing from it. It is how a candidate is tried against real behaviour before anything depends on the answer, and it is the model's analogue of testing a rule. Because it records nothing, the aggregates it reads do not include the event: the numbers are the organisation's history as it stands. A model still warming declines with a reason rather than answering zero, because silence must never read as a clean result.
:param risk_score_in: (required)
:type risk_score_in: RiskScoreIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_score_serialize(
risk_score_in=risk_score_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskScoreOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_score_with_http_info(
self,
risk_score_in: RiskScoreIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskScoreOut]:
"""Score one event against your organisation's own model
Score judges one event against the caller organisation's OWN model and learns nothing from it. It is how a candidate is tried against real behaviour before anything depends on the answer, and it is the model's analogue of testing a rule. Because it records nothing, the aggregates it reads do not include the event: the numbers are the organisation's history as it stands. A model still warming declines with a reason rather than answering zero, because silence must never read as a clean result.
:param risk_score_in: (required)
:type risk_score_in: RiskScoreIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_score_serialize(
risk_score_in=risk_score_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskScoreOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_score_without_preload_content(
self,
risk_score_in: RiskScoreIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Score one event against your organisation's own model
Score judges one event against the caller organisation's OWN model and learns nothing from it. It is how a candidate is tried against real behaviour before anything depends on the answer, and it is the model's analogue of testing a rule. Because it records nothing, the aggregates it reads do not include the event: the numbers are the organisation's history as it stands. A model still warming declines with a reason rather than answering zero, because silence must never read as a clean result.
:param risk_score_in: (required)
:type risk_score_in: RiskScoreIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_score_serialize(
risk_score_in=risk_score_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskScoreOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_score_serialize(
self,
risk_score_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if risk_score_in is not None:
_body_params = risk_score_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/score',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_search(
self,
risk_search_in: RiskSearchIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskSearchRun:
"""Search exhaustively for the model shape that fits your own history
Search runs an exhaustive search for the model shape that best fits the caller organisation's own history, and answers 202 with the run to read back. Every candidate is replayed over that organisation's OWN feature surface in its own sandbox — its own aggregates, its own model, neither of them the live one — so a run cannot move a live threshold and cannot see another organisation's data. The result is the learning curve for each shape and the one that fit best, ranked on how closely it honoured the stated appetite, whether it warmed at all, whether it saturated, and how much of the coordinate space it left blind. An empty history is REFUSED rather than reported as zero alerts, because \"no alerts\" is exactly what a quiet model looks like.
:param risk_search_in: (required)
:type risk_search_in: RiskSearchIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_search_serialize(
risk_search_in=risk_search_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'202': "RiskSearchRun",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_search_with_http_info(
self,
risk_search_in: RiskSearchIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskSearchRun]:
"""Search exhaustively for the model shape that fits your own history
Search runs an exhaustive search for the model shape that best fits the caller organisation's own history, and answers 202 with the run to read back. Every candidate is replayed over that organisation's OWN feature surface in its own sandbox — its own aggregates, its own model, neither of them the live one — so a run cannot move a live threshold and cannot see another organisation's data. The result is the learning curve for each shape and the one that fit best, ranked on how closely it honoured the stated appetite, whether it warmed at all, whether it saturated, and how much of the coordinate space it left blind. An empty history is REFUSED rather than reported as zero alerts, because \"no alerts\" is exactly what a quiet model looks like.
:param risk_search_in: (required)
:type risk_search_in: RiskSearchIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_search_serialize(
risk_search_in=risk_search_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'202': "RiskSearchRun",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_search_without_preload_content(
self,
risk_search_in: RiskSearchIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Search exhaustively for the model shape that fits your own history
Search runs an exhaustive search for the model shape that best fits the caller organisation's own history, and answers 202 with the run to read back. Every candidate is replayed over that organisation's OWN feature surface in its own sandbox — its own aggregates, its own model, neither of them the live one — so a run cannot move a live threshold and cannot see another organisation's data. The result is the learning curve for each shape and the one that fit best, ranked on how closely it honoured the stated appetite, whether it warmed at all, whether it saturated, and how much of the coordinate space it left blind. An empty history is REFUSED rather than reported as zero alerts, because \"no alerts\" is exactly what a quiet model looks like.
:param risk_search_in: (required)
:type risk_search_in: RiskSearchIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_search_serialize(
risk_search_in=risk_search_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'202': "RiskSearchRun",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_search_serialize(
self,
risk_search_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if risk_search_in is not None:
_body_params = risk_search_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='POST',
resource_path='/v1/risk/search',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_search_result(
self,
id: Annotated[StrictStr, Field(description="ID is the run, taken from the path. A run another organisation started is simply not there — the same answer an unknown id gives.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskSearchReport:
"""Read back one exhaustive search
Reads back one search run: every shape tried over this organisation's own history, best first, and the one that fit. A run another organisation started is simply not there — the same 404 an unknown id gives, so the read is not a probe oracle.
:param id: ID is the run, taken from the path. A run another organisation started is simply not there — the same answer an unknown id gives. (required)
:type id: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_search_result_serialize(
id=id,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskSearchReport",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_search_result_with_http_info(
self,
id: Annotated[StrictStr, Field(description="ID is the run, taken from the path. A run another organisation started is simply not there — the same answer an unknown id gives.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskSearchReport]:
"""Read back one exhaustive search
Reads back one search run: every shape tried over this organisation's own history, best first, and the one that fit. A run another organisation started is simply not there — the same 404 an unknown id gives, so the read is not a probe oracle.
:param id: ID is the run, taken from the path. A run another organisation started is simply not there — the same answer an unknown id gives. (required)
:type id: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_search_result_serialize(
id=id,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskSearchReport",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_search_result_without_preload_content(
self,
id: Annotated[StrictStr, Field(description="ID is the run, taken from the path. A run another organisation started is simply not there — the same answer an unknown id gives.")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Read back one exhaustive search
Reads back one search run: every shape tried over this organisation's own history, best first, and the one that fit. A run another organisation started is simply not there — the same 404 an unknown id gives, so the read is not a probe oracle.
:param id: ID is the run, taken from the path. A run another organisation started is simply not there — the same answer an unknown id gives. (required)
:type id: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_search_result_serialize(
id=id,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskSearchReport",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_search_result_serialize(
self,
id,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if id is not None:
_path_params['id'] = id
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/search/{id}',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_set_policy(
self,
risk_appetite_in: RiskAppetiteIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskPolicyOut:
"""State the decision regime: the appetite, the sample, and whether the model is live
States the decision regime the caller organisation's model decides under: how much of its own stream may be sent for examination, how much of the rest is sampled to measure what was missed, and whether the model may change an outcome at all. The appetite is the decision a model is not permitted to make for itself: its output is a probability, so how likely it is to MISS something is a matter of policy that has to be stated, measured and reviewed rather than absorbed into a constant. The alert threshold is derived from it as a quantile of the scores actually observed, which is what keeps its meaning as the distribution drifts. It is DURABLE BEFORE IT IS IN FORCE. The regime is recorded as a new version on the organisation's own shelf before anything in memory moves, so a policy that cannot be written down is refused rather than answered from state the next rollout would silently undo. ARMING IS AN ADMIN ACT AND TUNING IS NOT. Setting `live` requires an admin of this organisation; stating the appetite and the sample is self-service for any member. Taking the model live decides whether it may change an OUTCOME at all — a payment frozen, a grant refused — for every customer this organisation has, and that is a decision an organisation takes rather than one of its members. A RESTATEMENT OF THE REGIME IN FORCE MINTS NOTHING and answers the version already in force. Compare the version you receive with the version you had: unchanged means the numbers were the same, which is why there is no flag for it. Learned state survives the change. The model's identity covers its SHAPE — the inventory and the geometry — and not its appetite, so restating policy unlearns nothing. It also does not REPORT the learned state: what the model is is read from the model.
:param risk_appetite_in: (required)
:type risk_appetite_in: RiskAppetiteIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_set_policy_serialize(
risk_appetite_in=risk_appetite_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskPolicyOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_set_policy_with_http_info(
self,
risk_appetite_in: RiskAppetiteIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskPolicyOut]:
"""State the decision regime: the appetite, the sample, and whether the model is live
States the decision regime the caller organisation's model decides under: how much of its own stream may be sent for examination, how much of the rest is sampled to measure what was missed, and whether the model may change an outcome at all. The appetite is the decision a model is not permitted to make for itself: its output is a probability, so how likely it is to MISS something is a matter of policy that has to be stated, measured and reviewed rather than absorbed into a constant. The alert threshold is derived from it as a quantile of the scores actually observed, which is what keeps its meaning as the distribution drifts. It is DURABLE BEFORE IT IS IN FORCE. The regime is recorded as a new version on the organisation's own shelf before anything in memory moves, so a policy that cannot be written down is refused rather than answered from state the next rollout would silently undo. ARMING IS AN ADMIN ACT AND TUNING IS NOT. Setting `live` requires an admin of this organisation; stating the appetite and the sample is self-service for any member. Taking the model live decides whether it may change an OUTCOME at all — a payment frozen, a grant refused — for every customer this organisation has, and that is a decision an organisation takes rather than one of its members. A RESTATEMENT OF THE REGIME IN FORCE MINTS NOTHING and answers the version already in force. Compare the version you receive with the version you had: unchanged means the numbers were the same, which is why there is no flag for it. Learned state survives the change. The model's identity covers its SHAPE — the inventory and the geometry — and not its appetite, so restating policy unlearns nothing. It also does not REPORT the learned state: what the model is is read from the model.
:param risk_appetite_in: (required)
:type risk_appetite_in: RiskAppetiteIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_set_policy_serialize(
risk_appetite_in=risk_appetite_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskPolicyOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_set_policy_without_preload_content(
self,
risk_appetite_in: RiskAppetiteIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""State the decision regime: the appetite, the sample, and whether the model is live
States the decision regime the caller organisation's model decides under: how much of its own stream may be sent for examination, how much of the rest is sampled to measure what was missed, and whether the model may change an outcome at all. The appetite is the decision a model is not permitted to make for itself: its output is a probability, so how likely it is to MISS something is a matter of policy that has to be stated, measured and reviewed rather than absorbed into a constant. The alert threshold is derived from it as a quantile of the scores actually observed, which is what keeps its meaning as the distribution drifts. It is DURABLE BEFORE IT IS IN FORCE. The regime is recorded as a new version on the organisation's own shelf before anything in memory moves, so a policy that cannot be written down is refused rather than answered from state the next rollout would silently undo. ARMING IS AN ADMIN ACT AND TUNING IS NOT. Setting `live` requires an admin of this organisation; stating the appetite and the sample is self-service for any member. Taking the model live decides whether it may change an OUTCOME at all — a payment frozen, a grant refused — for every customer this organisation has, and that is a decision an organisation takes rather than one of its members. A RESTATEMENT OF THE REGIME IN FORCE MINTS NOTHING and answers the version already in force. Compare the version you receive with the version you had: unchanged means the numbers were the same, which is why there is no flag for it. Learned state survives the change. The model's identity covers its SHAPE — the inventory and the geometry — and not its appetite, so restating policy unlearns nothing. It also does not REPORT the learned state: what the model is is read from the model.
:param risk_appetite_in: (required)
:type risk_appetite_in: RiskAppetiteIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_set_policy_serialize(
risk_appetite_in=risk_appetite_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskPolicyOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_set_policy_serialize(
self,
risk_appetite_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if risk_appetite_in is not None:
_body_params = risk_appetite_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='PUT',
resource_path='/v1/risk/policy',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_set_reference(
self,
set: StrictStr,
set_reference_in: SetReferenceIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> SetReferenceOut:
"""Writes your organisation's own allow and deny entries over a set.
Writes your organisation's own allow and deny entries over a set. Idempotent on the key: writing the same entry twice is one entry, and writing it again replaces the verdict and the note. The whole batch is one transaction, so a batch that would cross the per-set bound writes nothing rather than half of itself — a half-applied deny list is worse than a refused one, because nobody can tell which half applied. Your entries are held in your organisation's own store and are never visible to another organisation, and they never change what any other organisation sees. The shared baseline is not writable from here at all.
:param set: (required)
:type set: str
:param set_reference_in: (required)
:type set_reference_in: SetReferenceIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_set_reference_serialize(
set=set,
set_reference_in=set_reference_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "SetReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_set_reference_with_http_info(
self,
set: StrictStr,
set_reference_in: SetReferenceIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[SetReferenceOut]:
"""Writes your organisation's own allow and deny entries over a set.
Writes your organisation's own allow and deny entries over a set. Idempotent on the key: writing the same entry twice is one entry, and writing it again replaces the verdict and the note. The whole batch is one transaction, so a batch that would cross the per-set bound writes nothing rather than half of itself — a half-applied deny list is worse than a refused one, because nobody can tell which half applied. Your entries are held in your organisation's own store and are never visible to another organisation, and they never change what any other organisation sees. The shared baseline is not writable from here at all.
:param set: (required)
:type set: str
:param set_reference_in: (required)
:type set_reference_in: SetReferenceIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_set_reference_serialize(
set=set,
set_reference_in=set_reference_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "SetReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_set_reference_without_preload_content(
self,
set: StrictStr,
set_reference_in: SetReferenceIn,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Writes your organisation's own allow and deny entries over a set.
Writes your organisation's own allow and deny entries over a set. Idempotent on the key: writing the same entry twice is one entry, and writing it again replaces the verdict and the note. The whole batch is one transaction, so a batch that would cross the per-set bound writes nothing rather than half of itself — a half-applied deny list is worse than a refused one, because nobody can tell which half applied. Your entries are held in your organisation's own store and are never visible to another organisation, and they never change what any other organisation sees. The shared baseline is not writable from here at all.
:param set: (required)
:type set: str
:param set_reference_in: (required)
:type set_reference_in: SetReferenceIn
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_set_reference_serialize(
set=set,
set_reference_in=set_reference_in,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "SetReferenceOut",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_set_reference_serialize(
self,
set,
set_reference_in,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if set is not None:
_path_params['set'] = set
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if set_reference_in is not None:
_body_params = set_reference_in
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='PUT',
resource_path='/v1/risk/reference/{set}',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def risk_state(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RiskModelState:
"""Report your organisation's model: what it learned, and what it realised
State reports the caller organisation's own model: what it has learned, whether it is live or still in shadow, the threshold in force, the appetite it stated beside the share it actually realised, every refusal by reason, every feature that read blind, and how much of the organisation's own event surface has been folded in. It covers ONE organisation. A caller cannot learn another's volumes, alert rate or behaviour from it, because the state is read out of a model that holds only its own.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_state_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskModelState",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def risk_state_with_http_info(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[RiskModelState]:
"""Report your organisation's model: what it learned, and what it realised
State reports the caller organisation's own model: what it has learned, whether it is live or still in shadow, the threshold in force, the appetite it stated beside the share it actually realised, every refusal by reason, every feature that read blind, and how much of the organisation's own event surface has been folded in. It covers ONE organisation. A caller cannot learn another's volumes, alert rate or behaviour from it, because the state is read out of a model that holds only its own.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_state_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskModelState",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def risk_state_without_preload_content(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Report your organisation's model: what it learned, and what it realised
State reports the caller organisation's own model: what it has learned, whether it is live or still in shadow, the threshold in force, the appetite it stated beside the share it actually realised, every refusal by reason, every feature that read blind, and how much of the organisation's own event surface has been folded in. It covers ONE organisation. A caller cannot learn another's volumes, alert rate or behaviour from it, because the state is read out of a model that holds only its own.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._risk_state_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "RiskModelState",
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _risk_state_serialize(
self,
_request_auth,
_content_type,
_headers,
_host_index,
) -> RequestSerialized:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[
str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
if 'Accept' not in _header_params:
_header_params['Accept'] = self.api_client.select_header_accept(
[
'application/json'
]
)
# authentication setting
_auth_settings: List[str] = [
]
return self.api_client.param_serialize(
method='GET',
resource_path='/v1/risk/state',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
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