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Add models for StArMap APIv2 Query
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This commit introduces the following new models for the StArMap APIv2:

- `QueryResponseContainer`: holds the whole Query APIv2 response within
  its property `responses` which is a list of `QueryResponseEntity`.

- `QueryResponseEntity`: Represents a single mapping for a given
  workflow, name and cloud. It can be converted to the `QueryResponse`
  from APIv1 model which works in an analogue way (without support for
  cloud name as a property).

- `MappingResponseObject`: Represent a single mapping entity which is
  part of `QueryResponseEntity`. It holds a list of `Destination`
  object, similar to what `QueryResponse` does on its `clouds`
  attribute.

- `BillingCodeRule`: A dedicated model to represent a Billing Code Rule
  for the comnmunity workflow.

Refers to SPSTRAT-382
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JAVGan committed Sep 19, 2024
1 parent 11cd76b commit 137481c
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273 changes: 271 additions & 2 deletions starmap_client/models.py
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@@ -1,26 +1,35 @@
# SPDX-License-Identifier: GPL-3.0-or-later
import sys
from copy import deepcopy
from enum import Enum
from typing import Any, Dict, List, Optional
from typing import Any, Dict, List, Optional, Type

if sys.version_info >= (3, 8):
from typing import TypedDict # pragma: no cover
else:
from typing_extensions import TypedDict # pragma: no cover

from attrs import Attribute, Factory, field, frozen
from attrs import Attribute, Factory, asdict, evolve, field, frozen
from attrs.validators import deep_iterable, deep_mapping, instance_of, min_len, optional

from starmap_client.utils import assert_is_dict, dict_union

__all__ = [
'BillingCodeRule',
'Destination',
'Mapping',
'Policy',
'QueryResponse',
'QueryResponseEntity',
'QueryResponseContainer',
'PaginatedRawData',
'PaginationMetadata',
]


# ============================================ Common ==============================================


class PaginationMetadata(TypedDict):
"""Datastructure of the metadata about the paginated query."""

Expand Down Expand Up @@ -222,6 +231,9 @@ class Policy(StarmapBaseData):
"""The policy workflow name."""


# ============================================ APIv1 ===============================================


@frozen
class QueryResponse(StarmapJSONDecodeMixin):
"""Represent a query response from StArMap."""
Expand Down Expand Up @@ -262,3 +274,260 @@ def _preprocess_json(cls, json: Any) -> Dict[str, Any]:
mappings[c] = dst
json["clouds"] = mappings
return json


# ============================================ APIv2 ===============================================


class BillingImageType(str, Enum):
"""Define the image type for :class:`~BillingCodeRule` for APIv2."""

access = "access"
hourly = "hourly"
marketplace = "marketplace"


@frozen
class BillingCodeRule(StarmapJSONDecodeMixin):
"""Define a single Billing Code Configuration rule for APIv2."""

codes: List[str] = field(
validator=deep_iterable(
member_validator=instance_of(str), iterable_validator=instance_of(list)
)
)
"""The billing codes to insert when this rule is matched."""

image_name: str = field(validator=instance_of(str))
"""The image name to match the rule."""

image_types: List[BillingImageType] = field(
converter=lambda x: [BillingImageType[d] for d in x],
validator=deep_iterable(
member_validator=instance_of(BillingImageType), iterable_validator=instance_of(list)
),
)
"""Image types list. Supported values are ``access`` and ``hourly``."""

name: Optional[str]
"""The billing code rule name."""


@frozen
class MappingResponseObject(StarmapJSONDecodeMixin, MetaMixin):
"""Represent a single mapping response from :class:`~QueryResponseObject` for APIv2."""

destinations: List[Destination] = field(
validator=deep_iterable(
iterable_validator=instance_of(list), member_validator=instance_of(Destination)
)
)
"""List of destinations for the mapping response object."""

provider: Optional[str] = field(validator=optional(instance_of(str)))
"""The provider name for the community workflow."""

@staticmethod
def _unify_meta_with_destinations(json: Dict[str, Any]) -> None:
"""Merge the ``meta`` data from mappings into the destinations."""
destinations = json.get("destinations", [])
if not isinstance(destinations, list):
raise ValueError(f"Expected destinations to be a list, got \"{type(destinations)}\"")
meta = json.get("meta", {})
for d in destinations:
d["meta"] = dict_union(meta, d.get("meta", {}))

@classmethod
def _preprocess_json(cls, json: Any) -> Dict[str, Any]:
"""
Properly adjust the Destinations list for building this object.
Params:
json (dict): A JSON containing a StArMap Query response.
Returns:
dict: The modified JSON.
"""
cls._unify_meta_with_destinations(json)
provider = json.get("provider", None)
destinations = json.get("destinations", [])
# _unify_meta_lower_entity(json, "destinations")
converted_destinations = []
for d in destinations:
d["provider"] = provider
converted_destinations.append(Destination.from_json(d))
json["destinations"] = converted_destinations
return json


@frozen
class QueryResponseEntity(StarmapJSONDecodeMixin, MetaMixin):
"""Represent a single query response entity from StArMap APIv2."""

name: str = field(validator=instance_of(str))
"""The :class:`~Policy` name."""

billing_code_config: Dict[str, BillingCodeRule] = field(
validator=deep_mapping(
key_validator=instance_of(str),
value_validator=instance_of(BillingCodeRule),
mapping_validator=instance_of(dict),
)
)

cloud: str = field(validator=instance_of(str))
"""The cloud name where the destinations are meant to."""

workflow: Workflow = field(converter=lambda x: Workflow(x))
"""The :class:`~Policy` workflow."""

mappings: Dict[str, MappingResponseObject] = field(
validator=deep_mapping(
key_validator=instance_of(str),
value_validator=instance_of(MappingResponseObject),
mapping_validator=instance_of(dict),
),
)
"""Dictionary with the cloud account names and MappingResponseObjects."""

@property
def account_names(self) -> List[str]:
"""Return the list of cloud account names declared on ``mappings``."""
return list(self.mappings.keys())

@property
def all_mappings(self) -> List[MappingResponseObject]:
"""Return all ``MappingResponseObject`` stored in ``mappings``."""
return list(self.mappings.values())

def get_mapping_for_account(self, account: str) -> MappingResponseObject:
"""Return a single ``MappingResponseObject`` for a given account name.
Args:
account (str):
The account name to retrieve the ``MappingResponseObject``
Returns:
MappingResponseObject: The required mapping when found
Raises: KeyError when not found
"""
obj = self.mappings.get(account, None)
if not obj:
raise KeyError(f"No mappings found for account name {account}")
return obj

def to_classic_query_response(self) -> QueryResponse:
"""Return the representation of this object as a ``QueryResponse`` from APIv1."""

def add_bc_to_dst_meta(clouds: Dict[str, List[Destination]]):
bc_data = {k: asdict(v) for k, v in self.billing_code_config.items()}
for dst_list in clouds.values():
for d in dst_list:
meta = d.meta or {}
meta["billing-code-config"] = bc_data
d = evolve(d, meta=meta)

clouds: Dict[str, List[Destination]] = {}
for k, v in self.mappings.items():
clouds[k] = [deepcopy(d) for d in v.destinations]

if self.billing_code_config:
add_bc_to_dst_meta(clouds)

return QueryResponse(name=self.name, workflow=self.workflow, clouds=clouds)

@staticmethod
def _unify_meta_with_mappings(json: Dict[str, Any]) -> None:
"""Merge the ``meta`` data from package into the mappings."""
mappings = json.get("mappings", {})
meta = json.get("meta", {})
for k, v in mappings.items():
mappings[k]["meta"] = dict_union(meta, v.get("meta", {}))

@classmethod
def _preprocess_json(cls, json: Dict[str, Any]) -> Dict[str, Any]:
"""
Properly adjust the MappingResponseObject list and BillingCodeConfig dict for building this object.
Params:
json (dict): A JSON containing a StArMap Query response.
Returns:
dict: The modified JSON.
""" # noqa: D202 E501

def parse_entity_build_obj(
entity_name: str, converter_type: Type[StarmapJSONDecodeMixin]
) -> None:
entity = json.pop(entity_name, {})
for k in entity.keys():
assert_is_dict(entity[k])
obj = converter_type.from_json(entity[k])
entity[k] = obj
json[entity_name] = entity

bcc = json.pop("billing-code-config", {})
json["billing_code_config"] = bcc
cls._unify_meta_with_mappings(json)
parse_entity_build_obj("mappings", MappingResponseObject)
parse_entity_build_obj("billing_code_config", BillingCodeRule)
return json


@frozen
class QueryResponseContainer:
"""Represent a full query response from APIv2."""

responses: List[QueryResponseEntity] = field(
validator=deep_iterable(
member_validator=instance_of(QueryResponseEntity), iterable_validator=instance_of(list)
)
)
"""List with all responses from a Query V2 mapping."""

@classmethod
def from_json(cls, json: Any):
"""
Convert the APIv2 response JSON into this object.
Args:
json (list)
A JSON containing a StArMap APIv2 response.
Returns:
The converted object from JSON.
"""
if not isinstance(json, list):
raise ValueError(f"Expected root to be a list, got \"{type(json)}\".")

responses = [QueryResponseEntity.from_json(qre) for qre in json]
return cls(responses)

def filter_by_workflow(self, workflow: Workflow) -> List[QueryResponseEntity]:
"""Return a sublist of the responses with only the selected workflow.
Args:
workflow (Workflow):
The workflow to filter the list of responses
Returns:
list: The sublist with only the selected workflows
"""
return [x for x in self.responses if x.workflow == workflow]

def filter_by_cloud(self, cloud: str) -> List[QueryResponseEntity]:
"""Return a sublist of the responses with only the selected cloud name.
Args:
cloud (str):
The cloud name to filter the list of responses
Returns:
list: The sublist with only the selected cloud name.
"""
return [x for x in self.responses if x.cloud == cloud]

def filter_by(self, **kwargs):
"""Return a sublist of the responses with the selected filters."""
filters = {
"cloud": self.filter_by_cloud,
"workflow": self.filter_by_workflow,
}
res = []
for k, v in kwargs.items():
res.extend(filters[k](v))
return res
25 changes: 25 additions & 0 deletions starmap_client/utils.py
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@@ -0,0 +1,25 @@
from typing import Any, Dict


def assert_is_dict(data: Any) -> None:
"""Ensure the incoming data is a dictionary, raises ``ValueError`` if not."""
if not isinstance(data, dict):
raise ValueError(f"Expected dictionary, got {type(data)}: {data}")


def dict_union(a: Dict[str, Any], b: Dict[str, Any]) -> Dict[str, Any]:
"""Return a new dictionary with the combination of A and B.
Args:
a (dict):
The left dictionary to be combined
b (dict):
The right dictionary to be combined. It will override the same keys from A.
Returns:
dict: A new dictionary with combination of A and B.
"""
c = {}
for x in [a, b]:
assert_is_dict(x)
c.update(x)
return c
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12 changes: 12 additions & 0 deletions tests/data/query_v2/mapping_response_obj/invalid_mro1.json
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{
"destinations": {
"architecture": "x86_64",
"destination": "fake_destination",
"overwrite": false,
"restrict_version": true,
"meta": {
"description": "Description on destination level."
}
},
"error": "Expected destinations to be a list, got \"<class 'dict'>\""
}
4 changes: 4 additions & 0 deletions tests/data/query_v2/mapping_response_obj/invalid_mro2.json
Original file line number Diff line number Diff line change
@@ -0,0 +1,4 @@
{
"destinations": true,
"error": "Expected destinations to be a list, got \"<class 'bool'>\""
}
13 changes: 13 additions & 0 deletions tests/data/query_v2/mapping_response_obj/invalid_mro3.json
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@@ -0,0 +1,13 @@
{
"destinations": [
{
"architecture": "x86_64",
"destination": "fake_destination",
"overwrite": false,
"restrict_version": true
}
],
"meta": [],
"provider": "AWS",
"error": "Expected dictionary, got <class 'list'>: \\[\\]"
}
14 changes: 14 additions & 0 deletions tests/data/query_v2/mapping_response_obj/valid_mro1.json
Original file line number Diff line number Diff line change
@@ -0,0 +1,14 @@
{
"destinations": [
{
"architecture": "x86_64",
"destination": "fake_destination",
"overwrite": false,
"restrict_version": true
}
],
"meta": {
"description": "Description on map level."
},
"provider": "AWS"
}
3 changes: 3 additions & 0 deletions tests/data/query_v2/mapping_response_obj/valid_mro1_meta.json
Original file line number Diff line number Diff line change
@@ -0,0 +1,3 @@
{
"description": "Description on map level."
}
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