two version of R2R are here HEAD master

1 files changed, 162 insertions, 0 deletions

diff --git a/.venv/lib/python3.12/site-packages/azure/ai/ml/entities/_validation/remote.py b/.venv/lib/python3.12/site-packages/azure/ai/ml/entities/_validation/remote.py
new file mode 100644
index 00000000..06f022a0
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/azure/ai/ml/entities/_validation/remote.py
@@ -0,0 +1,162 @@
+# ---------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# ---------------------------------------------------------
+
+import logging
+import typing
+
+import msrest
+
+from azure.ai.ml._vendor.azure_resources.models import (
+    Deployment,
+    DeploymentProperties,
+    DeploymentValidateResult,
+    ErrorResponse,
+)
+from azure.ai.ml.entities._mixins import RestTranslatableMixin
+
+from .core import MutableValidationResult, ValidationResultBuilder
+
+module_logger = logging.getLogger(__name__)
+
+
+class PreflightResource(msrest.serialization.Model):
+    """Specified resource.
+
+    Variables are only populated by the server, and will be ignored when sending a request.
+
+    :ivar id: Resource ID.
+    :vartype id: str
+    :ivar name: Resource name.
+    :vartype name: str
+    :ivar type: Resource type.
+    :vartype type: str
+    :param location: Resource location.
+    :type location: str
+    :param tags: A set of tags. Resource tags.
+    :type tags: dict[str, str]
+    """
+
+    _attribute_map = {
+        "type": {"key": "type", "type": "str"},
+        "name": {"key": "name", "type": "str"},
+        "location": {"key": "location", "type": "str"},
+        "api_version": {"key": "apiversion", "type": "str"},
+        "properties": {"key": "properties", "type": "object"},
+    }
+
+    def __init__(self, **kwargs: typing.Any):
+        super(PreflightResource, self).__init__(**kwargs)
+        self.name = kwargs.get("name", None)
+        self.type = kwargs.get("type", None)
+        self.location = kwargs.get("location", None)
+        self.properties = kwargs.get("properties", None)
+        self.api_version = kwargs.get("api_version", None)
+
+
+class ValidationTemplateRequest(msrest.serialization.Model):
+    """Export resource group template request parameters.
+
+    :param resources: The rest objects to be validated.
+    :type resources: list[_models.Resource]
+    :param options: The export template options. A CSV-formatted list containing zero or more of
+     the following: 'IncludeParameterDefaultValue', 'IncludeComments',
+     'SkipResourceNameParameterization', 'SkipAllParameterization'.
+    :type options: str
+    """
+
+    _attribute_map = {
+        "resources": {"key": "resources", "type": "[PreflightResource]"},
+        "content_version": {"key": "contentVersion", "type": "str"},
+        "parameters": {"key": "parameters", "type": "object"},
+        "_schema": {
+            "key": "$schema",
+            "type": "str",
+            "default": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
+        },
+    }
+
+    def __init__(self, **kwargs: typing.Any):
+        super(ValidationTemplateRequest, self).__init__(**kwargs)
+        self._schema = kwargs.get("_schema", None)
+        self.content_version = kwargs.get("content_version", None)
+        self.parameters = kwargs.get("parameters", None)
+        self.resources = kwargs.get("resources", None)
+
+
+class RemoteValidatableMixin(RestTranslatableMixin):
+    @classmethod
+    def _get_resource_type(cls) -> str:
+        """Return resource type to be used in remote validation.
+
+        Should be overridden by subclass.
+
+        :return: The resource type
+        :rtype: str
+        """
+        raise NotImplementedError()
+
+    def _get_resource_name_version(self) -> typing.Tuple:
+        """Return resource name and version to be used in remote validation.
+
+        Should be overridden by subclass.
+
+        :return: The name and version
+        :rtype: typing.Tuple[str, str]
+        """
+        raise NotImplementedError()
+
+    def _to_preflight_resource(self, location: str, workspace_name: str) -> PreflightResource:
+        """Return the preflight resource to be used in remote validation.
+
+        :param location: The location of the resource.
+        :type location: str
+        :param workspace_name: The workspace name
+        :type workspace_name: str
+        :return: The preflight resource
+        :rtype: PreflightResource
+        """
+        name, version = self._get_resource_name_version()
+        return PreflightResource(
+            type=self._get_resource_type(),
+            name=f"{workspace_name}/{name}/{version}",
+            location=location,
+            properties=self._to_rest_object().properties,
+            api_version="2023-03-01-preview",
+        )
+
+    def _build_rest_object_for_remote_validation(self, location: str, workspace_name: str) -> Deployment:
+        return Deployment(
+            properties=DeploymentProperties(
+                mode="Incremental",
+                template=ValidationTemplateRequest(
+                    _schema="https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
+                    content_version="1.0.0.0",
+                    parameters={},
+                    resources=[self._to_preflight_resource(location=location, workspace_name=workspace_name)],
+                ),
+            )
+        )
+
+    @classmethod
+    def _build_validation_result_from_rest_object(cls, rest_obj: DeploymentValidateResult) -> MutableValidationResult:
+        """Create a validation result from a rest object. Note that the created validation result does not have
+        target_obj so should only be used for merging.
+
+        :param rest_obj: The Deployment Validate REST obj
+        :type rest_obj: DeploymentValidateResult
+        :return: The validation result created from rest_obj
+        :rtype: MutableValidationResult
+        """
+        if not rest_obj.error or not rest_obj.error.details:
+            return ValidationResultBuilder.success()
+        result = MutableValidationResult(target_obj=None)
+        details: typing.List[ErrorResponse] = rest_obj.error.details
+        for detail in details:
+            result.append_error(
+                message=detail.message,
+                yaml_path=detail.target.replace("/", "."),
+                error_code=detail.code,
+                # will always be UserError for now, not sure if innerError can be passed back
+            )
+        return result