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"""Use this section of API to access Insight schemas. | ||
""" | ||
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from .api import InsightAPI, InsightAsyncAPI | ||
from .schemas import ( | ||
SchemaAPI, | ||
SchemaAsyncAPI, | ||
SchemaView, | ||
SchemaCommonView, | ||
SchemaRegistrationView, | ||
) |
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from ..internal import BaseAPI, BaseAsyncAPI | ||
from .schemas import SchemaAPI, SchemaAsyncAPI | ||
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class InsightAPI(BaseAPI): | ||
"""Insight API.""" | ||
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@property | ||
def schemas(self) -> SchemaAPI: | ||
"""Get Insight schemas handle.""" | ||
return SchemaAPI(self._connector) | ||
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class InsightAsyncAPI(BaseAsyncAPI): | ||
"""Insight asynchronous API.""" | ||
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@property | ||
def schemas(self) -> SchemaAsyncAPI: | ||
"""Schemas asynchronous API handle.""" | ||
return SchemaAsyncAPI(self._connector) |
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from typing import Optional | ||
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from ..api import Tag | ||
from ..internal import BaseAPI, BaseAsyncAPI, JsonObject, JsonObjectView | ||
from ..pagination import AsyncPage, Cursor, Page | ||
from ..view import _TaggedView | ||
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_PATH = "/insight/schemas" | ||
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class SchemaAPI(BaseAPI): | ||
"""Schema API.""" | ||
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def register(self, schema: JsonObject) -> "SchemaRegistrationView": | ||
"""Register an enrichment task result object schema. | ||
Note: | ||
Calls `POST /insight/schemas`. | ||
Args: | ||
schema: JSON schema of the enrichment task result object. | ||
See :ref:`enrichment_result_schemas` | ||
for information about schema structure. | ||
Returns: | ||
Schema registration view. | ||
Raises: | ||
:class:`~cybsi.cloud.error.InvalidRequestError`: | ||
Provided values are invalid (see form value requirements). | ||
:class:`~cybsi.cloud.error.ConflictError`: Form contains conflict errors. | ||
Note: | ||
Conflict error codes specific for this method: | ||
* :attr:`~cybsi.cloud.error.ConflictErrorCodes.DuplicateSchema` | ||
""" | ||
resp = self._connector.do_post(path=_PATH, json=schema) | ||
return SchemaRegistrationView(resp.json()) | ||
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def update( | ||
self, | ||
*, | ||
schema_id: str, | ||
tag: Tag, | ||
schema: JsonObject, | ||
) -> None: | ||
"""Update the enrichment task result object schema. | ||
Note: | ||
Calls `PUT /insight/schemas/{schema_id}`. | ||
Args: | ||
schema_id: URL friendly string, uniquely identifies json schema. | ||
tag: :attr:`SchemaView.tag` value. Use :meth:`view` to retrieve it. | ||
schema: JSON schema of the object. See :ref:`enrichment_result_schemas` | ||
for information about schema structure. | ||
Raises: | ||
:class:`~cybsi.cloud.error.InvalidRequestError`: | ||
Provided values are invalid (see form value requirements). | ||
:class:`~cybsi.cloud.error.SemanticError`: Form contains logic errors. | ||
:class:`~cybsi.cloud.error.ResourceModifiedError`: | ||
Object schema changed since last request. Update tag and retry. | ||
:class:`~cybsi.cloud.error.NotFoundError`: Object schema not found. | ||
Note: | ||
Semantic error codes specific for this method: | ||
* :attr:`~cybsi.cloud.error.SemanticErrorCodes.InvalidSchemaID` | ||
""" | ||
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path = f"{_PATH}/{schema_id}" | ||
self._connector.do_put(path=path, tag=tag, json=schema) | ||
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def view(self, schema_id: str) -> "SchemaView": | ||
"""Get the enrichment task result object schema view. | ||
Note: | ||
Calls `GET /insight/schemas/{schema_id}`. | ||
Args: | ||
schema_id: URL friendly string, uniquely identifies json schema. | ||
Returns: | ||
Schema view. | ||
Raises: | ||
:class:`~cybsi.cloud.error.NotFoundError`: Object schema not found. | ||
""" | ||
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path = f"{_PATH}/{schema_id}" | ||
resp = self._connector.do_get(path=path) | ||
return SchemaView(resp) | ||
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def filter( | ||
self, | ||
*, | ||
cursor: Optional[Cursor] = None, | ||
limit: Optional[int] = None, | ||
) -> Page["SchemaCommonView"]: | ||
"""Get an enrichment task result object schemas filtration list. | ||
Note: | ||
Calls `GET /insight/schemas`. | ||
Args: | ||
cursor: Page cursor. | ||
limit: Page limit. | ||
Returns: | ||
Page with schema common views and next page cursor. | ||
Raises: | ||
:class:`~cybsi.cloud.error.InvalidRequestError`: | ||
Provided values are invalid (see form value requirements). | ||
""" | ||
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params: JsonObject = {} | ||
if cursor is not None: | ||
params["cursor"] = str(cursor) | ||
if limit is not None: | ||
params["limit"] = limit | ||
resp = self._connector.do_get(path=_PATH, params=params) | ||
return Page(self._connector.do_get, resp, SchemaCommonView) | ||
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class SchemaAsyncAPI(BaseAsyncAPI): | ||
"""Schema asynchronous API.""" | ||
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async def register(self, schema: JsonObject) -> "SchemaRegistrationView": | ||
"""Register an enrichment task result object schema. | ||
Note: | ||
Calls `POST /insight/schemas`. | ||
Args: | ||
schema: JSON schema of the object. See :ref:`enrichment_result_schemas` | ||
for information about schema structure. | ||
Returns: | ||
Schema registration view. | ||
Raises: | ||
:class:`~cybsi.cloud.error.InvalidRequestError`: | ||
Provided values are invalid (see form value requirements). | ||
:class:`~cybsi.cloud.error.ConflictError`: Form contains conflict errors. | ||
Note: | ||
Conflict error codes specific for this method: | ||
* :attr:`~cybsi.cloud.error.ConflictErrorCodes.DuplicateSchema` | ||
""" | ||
resp = await self._connector.do_post(path=_PATH, json=schema) | ||
return SchemaRegistrationView(resp.json()) | ||
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async def update( | ||
self, | ||
*, | ||
schema_id: str, | ||
tag: Tag, | ||
schema: JsonObject, | ||
) -> None: | ||
"""Update the enrichment task result object schema. | ||
Note: | ||
Calls `PUT /insight/schemas/{schema_id}`. | ||
Args: | ||
schema_id: URL friendly string, uniquely identifies json schema. | ||
tag: :attr:`SchemaView.tag` value. Use :meth:`view` to retrieve it. | ||
schema: JSON schema of the object. See :ref:`enrichment_result_schemas` | ||
for information about schema structure. | ||
Raises: | ||
:class:`~cybsi.cloud.error.InvalidRequestError`: | ||
Provided values are invalid (see form value requirements). | ||
:class:`~cybsi.cloud.error.SemanticError`: Form contains logic errors. | ||
:class:`~cybsi.cloud.error.ResourceModifiedError`: | ||
Object schema changed since last request. Update tag and retry. | ||
:class:`~cybsi.cloud.error.NotFoundError`: Object schema not found. | ||
Note: | ||
Semantic error codes specific for this method: | ||
* :attr:`~cybsi.cloud.error.SemanticErrorCodes.InvalidSchemaID` | ||
""" | ||
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path = f"{_PATH}/{schema_id}" | ||
await self._connector.do_put(path=path, tag=tag, json=schema) | ||
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async def view(self, schema_id: str) -> "SchemaView": | ||
"""Get the enrichment task result object schema view. | ||
Note: | ||
Calls `GET /insight/schemas/{schema_id}`. | ||
Args: | ||
schema_id: URL friendly string, uniquely identifies json schema. | ||
Returns: | ||
Schema view. | ||
Raises: | ||
:class:`~cybsi.cloud.error.NotFoundError`: Object schema not found. | ||
""" | ||
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path = f"{_PATH}/{schema_id}" | ||
resp = await self._connector.do_get(path=path) | ||
return SchemaView(resp) | ||
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async def filter( | ||
self, | ||
*, | ||
cursor: Optional[Cursor] = None, | ||
limit: Optional[int] = None, | ||
) -> AsyncPage["SchemaCommonView"]: | ||
"""Get an enrichment task result object schemas filtration list. | ||
Note: | ||
Calls `GET /insight/schemas`. | ||
Args: | ||
cursor: Page cursor. | ||
limit: Page limit. | ||
Returns: | ||
Page with schema common views and next page cursor. | ||
Raises: | ||
:class:`~cybsi.cloud.error.InvalidRequestError`: | ||
Provided values are invalid (see form value requirements). | ||
""" | ||
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params: JsonObject = {} | ||
if cursor is not None: | ||
params["cursor"] = str(cursor) | ||
if limit is not None: | ||
params["limit"] = limit | ||
resp = await self._connector.do_get(path=_PATH, params=params) | ||
return AsyncPage(self._connector.do_get, resp, SchemaCommonView) | ||
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class SchemaRegistrationView(JsonObjectView): | ||
"""Schema registration view""" | ||
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@property | ||
def schema_id(self) -> str: | ||
"""URL friendly string, uniquely identifies json schema.""" | ||
return self._get("schemaID") | ||
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class SchemaCommonView(JsonObjectView): | ||
"""Schema common view""" | ||
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@property | ||
def schema_id(self) -> str: | ||
"""URL friendly string, uniquely identifies json schema.""" | ||
return self._get("schemaID") | ||
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@property | ||
def title(self) -> str: | ||
"""The human-readable name of the json schema.""" | ||
return self._get("title") | ||
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class SchemaView(_TaggedView): | ||
"""Schema view""" | ||
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@property | ||
def schema_id(self) -> str: | ||
"""URL friendly string, uniquely identifies json schema.""" | ||
return self._get("schemaID") | ||
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@property | ||
def schema(self) -> JsonObject: | ||
"""JSON schema of the enrichment task result object | ||
See :ref:`enrichment_result_schemas` for information about schema structure. | ||
""" | ||
return self.raw() |
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.. _insight: | ||
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Cloud Enrichment Tasks | ||
======================== | ||
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.. _enrichment_result_schemas: | ||
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Enrichment result object schemas | ||
-------------------------------- | ||
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You can make enrichment using object schema | ||
that defines attribute composition of the objects and data types of the attributes | ||
(see :ref:`data_model` for more information). | ||
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To create enrichment tasks, you will need to specify the schema id of the objects that are the results of these tasks. | ||
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In the example bellow we get list of enrichment result object schemas. | ||
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.. literalinclude:: ../../examples/get_enrichment_results_schemas_chained.py | ||
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And one more example of getting schema by ID. | ||
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.. literalinclude:: ../../examples/get_enrichment_results_schema.py |
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#!/usr/bin/env python3 | ||
from cybsi.cloud import Client, Config | ||
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if __name__ == "__main__": | ||
config = Config(api_key="the cryptic string") | ||
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with Client(config) as client: | ||
schema_id = "example-schema" | ||
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# Retrieve schema. It describes all attributes of objects you can encounter | ||
# in the result object of the enrichment task with this schema. | ||
schema_view = client.insight.schemas.view(schema_id="example-schema") | ||
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# Do something with the schema as SchemaView. | ||
print(schema_view) |
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