diff --git a/armis_sdk/clients/data_export_client.py b/armis_sdk/clients/data_export_client.py new file mode 100644 index 0000000..9b1589f --- /dev/null +++ b/armis_sdk/clients/data_export_client.py @@ -0,0 +1,170 @@ +import asyncio +from typing import AsyncIterator +from typing import Type + +import pandas +import universalasync + +from armis_sdk.core import response_utils +from armis_sdk.core.armis_error import ArmisError +from armis_sdk.core.base_entity_client import BaseEntityClient +from armis_sdk.entities.data_export.base_exported_entity import BaseExportedEntity +from armis_sdk.entities.data_export.base_exported_entity import T +from armis_sdk.entities.data_export.data_export import DataExport + + +@universalasync.wrap +class DataExportClient(BaseEntityClient): + + async def disable(self, entity: Type[BaseExportedEntity]): + """Disable data export of the entity. + + Args: + entity: The entity to disable exporting for. + + Example: + ```python linenums="1" hl_lines="9" + import asyncio + + from armis_sdk.clients.data_export_client import DataExportClient + from armis_sdk.entities.data_export.application import Application + + + async def main(): + data_export_client = DataExportClient() + await data_export_client.disable(Application) + + asyncio.run(main()) + ``` + """ + await self.toggle(entity, False) + + async def enable(self, entity: Type[BaseExportedEntity]): + """Enable data export of the entity. + + Args: + entity: The entity to enable exporting for. + + Example: + ```python linenums="1" hl_lines="9" + import asyncio + + from armis_sdk.clients.data_export_client import DataExportClient + from armis_sdk.entities.data_export.application import Application + + + async def main(): + data_export_client = DataExportClient() + await data_export_client.enable(Application) + + asyncio.run(main()) + ``` + """ + await self.toggle(entity, True) + + async def iterate(self, entity: Type[T]) -> AsyncIterator[T]: + """Iterate over the exported data. + + Returns: + An (async) iterator of the underlying entity. + + Example: + ```python linenums="1" hl_lines="9" + import asyncio + + from armis_sdk.clients.data_export_client import DataExportClient + from armis_sdk.entities.data_export.application import Application + + + async def main(): + data_export_client = DataExportClient() + async for row in data_export_client.iterate(Application): + print(type(row)) + + asyncio.run(main()) + ``` + Will output: + ```python linenums="1" + + + + ``` + """ + data_export = await self.get(entity) + if not data_export.enabled: + raise ArmisError( + "Data export is disabled for this entity, please enable it first." + ) + + if data_export.file_format != "parquet": + raise ArmisError("Only parquet files supported") + + for url in data_export.urls: + df: pandas.DataFrame = await asyncio.to_thread(pandas.read_parquet, url) + for _, row in df.iterrows(): + yield entity.series_to_model(row) + + async def get(self, entity: Type[BaseExportedEntity]) -> DataExport: + """Get the `DataExport` of the entity + + Args: + entity: The entity to get the data for. + + Returns: + A `DataExport` object. + + Example: + ```python linenums="1" hl_lines="9" + import asyncio + + from armis_sdk.clients.data_export_client import DataExportClient + from armis_sdk.entities.data_export.application import Application + + + async def main(): + data_export_client = DataExportClient() + print(await data_export_client.get(Application)) + + asyncio.run(main()) + ``` + Will output: + ```python linenums="1" + DataExport(...) + ``` + """ + async with self._armis_client.client() as client: + response = await client.get(f"/v3/data-export/{entity.entity_name}") + data = response_utils.get_data_dict(response) + return DataExport.model_validate(data) + + async def toggle(self, entity: Type[BaseExportedEntity], enabled: bool): + """Enable / disable export of an entity. + + Args: + entity: The entity to enable/disable exporting for. + enabled: The new value to set. + + Raises: + ResponseError: If an error occurs while communicating with the API. + + Example: + ```python linenums="1" hl_lines="9" + import asyncio + + from armis_sdk.clients.data_export_client import DataExportClient + from armis_sdk.entities.data_export.application import Application + + + async def main(): + data_export_client = DataExportClient() + await data_export_client.toggle(Application, True) + + asyncio.run(main()) + ``` + """ + data = {"enabled": enabled} + async with self._armis_client.client() as client: + response = await client.patch( + f"/v3/data-export/{entity.entity_name}", json=data + ) + response_utils.raise_for_status(response) diff --git a/armis_sdk/core/armis_sdk.py b/armis_sdk/core/armis_sdk.py index bd9502a..e376f6a 100644 --- a/armis_sdk/core/armis_sdk.py +++ b/armis_sdk/core/armis_sdk.py @@ -1,5 +1,6 @@ from typing import Optional +from armis_sdk.clients.data_export_client import DataExportClient from armis_sdk.clients.sites_client import SitesClient from armis_sdk.core.armis_client import ArmisClient from armis_sdk.core.client_credentials import ClientCredentials @@ -13,6 +14,7 @@ class ArmisSdk: # pylint: disable=too-few-public-methods Attributes: client (ArmisClient): An instance of [ArmisClient][armis_sdk.core.armis_client.ArmisClient] + data_export (DataExportClient): An instance of [DataExportClient][armis_sdk.clients.data_export_client.DataExportClient] sites (SitesClient): An instance of [SitesClient][armis_sdk.clients.sites_client.SitesClient] Example: @@ -33,4 +35,5 @@ async def main(): def __init__(self, credentials: Optional[ClientCredentials] = None): self.client: ArmisClient = ArmisClient(credentials=credentials) + self.data_export: DataExportClient = DataExportClient(self.client) self.sites: SitesClient = SitesClient(self.client) diff --git a/armis_sdk/entities/data_export/__init__.py b/armis_sdk/entities/data_export/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/armis_sdk/entities/data_export/application.py b/armis_sdk/entities/data_export/application.py new file mode 100644 index 0000000..f9016b7 --- /dev/null +++ b/armis_sdk/entities/data_export/application.py @@ -0,0 +1,66 @@ +import datetime +from typing import ClassVar +from typing import Optional + +import pandas + +from armis_sdk.entities.data_export.base_exported_entity import BaseExportedEntity + + +class Application(BaseExportedEntity): + """ + This class represents an application row that was exported using the data export API. + """ + + entity_name: ClassVar[str] = "applications" + + device_id: int + """The id of the device with the application""" + + vendor: str + """ + The vendor of the application + + **Example**: `Google` + """ + + name: str + """ + The name of the application + + **Example**: `Chrome` + """ + + version: str + """ + The version of the application + + **Example**: `30.0.1599.40` + """ + + cpe: Optional[str] + """ + The CPE (Common Platform Enumeration) of the application + + **Example**: `cpe:2.3:a:google:chrome:30.0.1599.40:*:*:*:*:*:*:*` + """ + + first_seen: datetime.datetime + """When the application was first seen on the device""" + + last_seen: datetime.datetime + """When the application was last seen on the device""" + + @classmethod + def series_to_model(cls, series: pandas.Series) -> "Application": + return Application( + device_id=series.loc["device_id"], + vendor=series.loc["vendor"], + name=series.loc["name"], + version=series.loc["version"], + cpe=cls._value_or_none( + series.loc["cpe"] if "cpe" in series.index else None + ), + first_seen=series.loc["first_seen"].to_pydatetime(), + last_seen=series["last_seen"].to_pydatetime(), + ) diff --git a/armis_sdk/entities/data_export/base_exported_entity.py b/armis_sdk/entities/data_export/base_exported_entity.py new file mode 100644 index 0000000..13ed734 --- /dev/null +++ b/armis_sdk/entities/data_export/base_exported_entity.py @@ -0,0 +1,32 @@ +import abc +from typing import Type +from typing import TypeVar + +import pandas +from pydantic import BaseModel + +T = TypeVar("T", bound="BaseExportedEntity") + + +class BaseExportedEntity(BaseModel, abc.ABC): + @classmethod + @abc.abstractmethod + def series_to_model(cls: Type[T], series: pandas.Series) -> T: ... + + @property + @abc.abstractmethod + def entity_name(self): ... + + @classmethod + def _to_list(cls, value) -> list: + return [item for item in value if cls._value_or_none(item)] + + @classmethod + def _value_or_none(cls, value): + if not value or pandas.isnull(value) or value == "N/A": + return None + + if isinstance(value, pandas.Timestamp): + return value.to_pydatetime() + + return value diff --git a/armis_sdk/entities/data_export/data_export.py b/armis_sdk/entities/data_export/data_export.py new file mode 100644 index 0000000..29b2301 --- /dev/null +++ b/armis_sdk/entities/data_export/data_export.py @@ -0,0 +1,27 @@ +import datetime +from typing import Literal +from typing import Optional + +from pydantic import BaseModel + + +class DataExport(BaseModel): + """ + The `DataExport` entity represents the data export of an entity. + """ + + enabled: bool + """Whether the entity is enabled or not for data export.""" + + file_format: Literal["parquet"] = "parquet" + """ + The file format of the URLs. + + Currently the only supported format is `parquet`. + """ + + urls: list[str] + """URLs to the files that contain the exported data.""" + + urls_creation_time: Optional[datetime.datetime] + """The creation time of the URLs.""" diff --git a/armis_sdk/entities/data_export/risk_factor.py b/armis_sdk/entities/data_export/risk_factor.py new file mode 100644 index 0000000..06c4953 --- /dev/null +++ b/armis_sdk/entities/data_export/risk_factor.py @@ -0,0 +1,149 @@ +import datetime +import json +from typing import ClassVar +from typing import Optional + +import pandas +from pydantic import BaseModel + +from armis_sdk.entities.data_export.base_exported_entity import BaseExportedEntity + + +class RiskFactorRecommendedAction(BaseModel): + id: int + """The id of the recommended action""" + + title: str + """ + The title of the recommended action + + **Example**: `Patch and Update Systems` + """ + + description: str + """ + The description of the recommended action + + **Example**: `Regularly update all operating systems and firmware on network devices + to the latest versions to reduce the potential for exploitation of vulnerabilities + via obsolete protocols.` + """ + + type: str + """ + The type of the recommended action + + **Example**: `Mitigation` + """ + + +class RiskFactor(BaseExportedEntity): + """ + This class represents a risk factor row that was exported using the data export API. + """ + + entity_name: ClassVar[str] = "risk-factors" + + device_id: int + """The id of the device with the risk factor""" + + category: str + """ + The category of the risk factor + + **Example**: `BEHAVIOURAL` + """ + + type: str + """ + The type of the risk factor + + **Example**: `SMBV1_SUPPORT` + """ + + description: str + """ + The description of the risk factor + + **Example**: `Device is accepting SMBv1 requests.` + """ + + score: int + """The score of the risk factor""" + + group: str + """ + The group of the risk factor + + **Example**: `INSECURE_TRAFFIC_AND_BEHAVIOR` + """ + + remediation_type: str + """ + The type of the remediation + + **Example**: `Disable SMBv1 Protocol` + """ + + remediation_description: str + """ + The description of the remediation + + **Example**: `Disable support for the SMBv1 protocol on devices where it is not required + for compatibility reasons. Ensure that alternative, more secure network protocols + such as SMBv3 are implemented to maintain secure network communications.` + """ + + remediation_recommended_actions: list[RiskFactorRecommendedAction] + """The remediation recommended actions""" + + first_seen: datetime.datetime + """When the risk factor was first seen on the device""" + + last_seen: datetime.datetime + """When the risk factor was last seen on the device""" + + status: str + """ + The status of the risk factor in relation to the device + + **Example**: `OPEN` + """ + + status_update_time: Optional[datetime.datetime] + """When was the status last changed""" + + status_updated_by_user_id: Optional[int] + """Which used id last changed the status""" + + status_update_reason: Optional[str] + """ + The reason for the status change + + **Example**: `Matching criteria met again` + """ + + @classmethod + def series_to_model(cls, series: pandas.Series) -> "RiskFactor": + return RiskFactor( + device_id=series.loc["device_id"], + category=series.loc["category"], + type=series.loc["type"], + description=series.loc["description"], + score=series.loc["score"], + status=series.loc["status"], + group=series.loc["group"], + remediation_type=series.loc["remidiation"], + remediation_description=series.loc["remidiation_description"], + remediation_recommended_actions=[ + RiskFactorRecommendedAction(**item) + for item in json.loads(series.loc["remoidiation_recommended_actions"]) + ], + first_seen=series.loc["first_seen"].to_pydatetime(), + last_seen=series.loc["last_seen"].to_pydatetime(), + status_update_time=cls._value_or_none(series.loc["status_update_time"]), + status_updated_by_user_id=cls._value_or_none( + series.loc["status_updated_by_user_id"] + ), + status_update_reason=cls._value_or_none(series.loc["status_update_reason"]), + ) diff --git a/armis_sdk/entities/data_export/vulnerability.py b/armis_sdk/entities/data_export/vulnerability.py new file mode 100644 index 0000000..2327c23 --- /dev/null +++ b/armis_sdk/entities/data_export/vulnerability.py @@ -0,0 +1,78 @@ +import datetime +from typing import ClassVar +from typing import Optional + +import pandas + +from armis_sdk.entities.data_export.base_exported_entity import BaseExportedEntity + + +class Vulnerability(BaseExportedEntity): + """ + This class represents a vulnerability row that was exported using the data export API. + """ + + entity_name: ClassVar[str] = "vulnerabilities" + + device_id: int + """The id of the device with the vulnerability""" + + cve_uid: str + """ + The unique CVE identifier + + **Example**: `CVE-2025-53799` + """ + + advisory_id: Optional[str] + """ + The id of the advisory + + **Example**: `KB5065429` + """ + + remediation_types: list[str] + """ + The list of remediation types + + **Example**: `["VERSION_UPDATE"]` + """ + + avm_rating: Optional[str] + """The Armis AVM (Asset Vulnerability Management) rating of the vulnerability""" + + match_source: list[str] + """ + The list of sources for the match + + **Example**: `["Profile Matching"]` + """ + + status: str + """ + The status of the vulnerability in relation to the device + + **Example**: `Open` + """ + + status_change_time: Optional[datetime.datetime] + """When was the status last changed""" + + status_change_reason: Optional[str] + """The reason for the status change""" + + @classmethod + def series_to_model(cls, series: pandas.Series) -> "Vulnerability": + return Vulnerability( + device_id=series.loc["device_id"], + cve_uid=series.loc["vulnerability_cve_uid"], + advisory_id=cls._value_or_none(series.loc["vulnerability_advisory_id"]), + remediation_types=cls._to_list( + series.loc["vulnerability_remediation_types"] + ), + avm_rating=cls._value_or_none(series.loc["avm_rating"]), + match_source=cls._to_list(series.loc["match_source"]), + status=series.loc["status"], + status_change_time=cls._value_or_none(series.loc["status_change_time"]), + status_change_reason=cls._value_or_none(series.loc["status_change_reason"]), + ) diff --git a/docs/clients/DataExportClient.md b/docs/clients/DataExportClient.md new file mode 100644 index 0000000..afc553f --- /dev/null +++ b/docs/clients/DataExportClient.md @@ -0,0 +1 @@ +::: armis_sdk.clients.data_export_client.DataExportClient diff --git a/docs/entities/data_export/Application.md b/docs/entities/data_export/Application.md new file mode 100644 index 0000000..8b7359f --- /dev/null +++ b/docs/entities/data_export/Application.md @@ -0,0 +1 @@ +::: armis_sdk.entities.data_export.application.Application diff --git a/docs/entities/data_export/DataExport.md b/docs/entities/data_export/DataExport.md new file mode 100644 index 0000000..ede5130 --- /dev/null +++ b/docs/entities/data_export/DataExport.md @@ -0,0 +1 @@ +::: armis_sdk.entities.data_export.data_export.DataExport diff --git a/docs/entities/data_export/RiskFactor.md b/docs/entities/data_export/RiskFactor.md new file mode 100644 index 0000000..715fc1a --- /dev/null +++ b/docs/entities/data_export/RiskFactor.md @@ -0,0 +1,2 @@ +::: armis_sdk.entities.data_export.risk_factor.RiskFactor +::: armis_sdk.entities.data_export.risk_factor.RiskFactorRecommendedAction diff --git a/docs/entities/data_export/Vulnerability.md b/docs/entities/data_export/Vulnerability.md new file mode 100644 index 0000000..e839816 --- /dev/null +++ b/docs/entities/data_export/Vulnerability.md @@ -0,0 +1 @@ +::: armis_sdk.entities.data_export.vulnerability.Vulnerability diff --git a/mkdocs.yml b/mkdocs.yml index 6fe422b..3fd0874 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -6,8 +6,14 @@ nav: - Getting started: index.md - Entities: - AsqRule: entities/AsqRule.md + - DataExport: + - Application: entities/data_export/Application.md + - DataExport: entities/data_export/DataExport.md + - RiskFactor: entities/data_export/RiskFactor.md + - Vulnerability: entities/data_export/Vulnerability.md - Site: entities/Site.md - Clients: + - DataExportClient: clients/DataExportClient.md - SitesClient: clients/SitesClient.md - Core: - ArmisClient: core/ArmisClient.md diff --git a/poetry.lock b/poetry.lock index 9f34c73..a432fde 100644 --- a/poetry.lock +++ b/poetry.lock @@ -7,6 +7,7 @@ description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" groups = ["main"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -19,6 +20,7 @@ description = "High level compatibility layer for multiple asynchronous event lo optional = false python-versions = ">=3.9" groups = ["main", "build"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"}, {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"}, @@ -42,6 +44,7 @@ description = "An abstract syntax tree for Python with inference support." optional = false python-versions = ">=3.9.0" groups = ["dev"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "astroid-3.3.10-py3-none-any.whl", hash = "sha256:104fb9cb9b27ea95e847a94c003be03a9e039334a8ebca5ee27dafaf5c5711eb"}, {file = "astroid-3.3.10.tar.gz", hash = "sha256:c332157953060c6deb9caa57303ae0d20b0fbdb2e59b4a4f2a6ba49d0a7961ce"}, @@ -57,6 +60,7 @@ description = "Internationalization utilities" optional = false python-versions = ">=3.8" groups = ["docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"}, {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"}, @@ -72,6 +76,7 @@ description = "A wrapper around re and regex that adds additional back reference optional = false python-versions = ">=3.9" groups = ["docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "backrefs-5.8-py310-none-any.whl", hash = "sha256:c67f6638a34a5b8730812f5101376f9d41dc38c43f1fdc35cb54700f6ed4465d"}, {file = "backrefs-5.8-py311-none-any.whl", hash = "sha256:2e1c15e4af0e12e45c8701bd5da0902d326b2e200cafcd25e49d9f06d44bb61b"}, @@ -91,6 +96,7 @@ description = "The uncompromising code formatter." optional = false python-versions = ">=3.9" groups = ["dev"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "black-25.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:759e7ec1e050a15f89b770cefbf91ebee8917aac5c20483bc2d80a6c3a04df32"}, {file = "black-25.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e519ecf93120f34243e6b0054db49c00a35f84f195d5bce7e9f5cfc578fc2da"}, @@ -138,6 +144,7 @@ description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" groups = ["main", "build", "docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3"}, {file = "certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6"}, @@ -150,6 +157,7 @@ description = "The Real First Universal Charset Detector. Open, modern and activ optional = false python-versions = ">=3.7" groups = ["docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "charset_normalizer-3.4.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7c48ed483eb946e6c04ccbe02c6b4d1d48e51944b6db70f697e089c193404941"}, {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2d318c11350e10662026ad0eb71bb51c7812fc8590825304ae0bdd4ac283acd"}, @@ -252,6 +260,7 @@ description = "Composable command line interface toolkit" optional = false python-versions = ">=3.7" groups = ["dev", "docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"}, {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"}, @@ -271,7 +280,7 @@ files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] -markers = {build = "sys_platform == \"win32\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""} +markers = {build = "(python_version <= \"3.11\" or python_version >= \"3.12\") and sys_platform == \"win32\"", dev = "(platform_system == \"Windows\" or sys_platform == \"win32\") and (python_version <= \"3.11\" or python_version >= \"3.12\")", docs = "python_version <= \"3.11\" or python_version >= \"3.12\""} [[package]] name = "dill" @@ -280,6 +289,7 @@ description = "serialize all of Python" optional = false python-versions = ">=3.8" groups = ["dev"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049"}, {file = "dill-0.4.0.tar.gz", hash = "sha256:0633f1d2df477324f53a895b02c901fb961bdbf65a17122586ea7019292cbcf0"}, @@ -315,6 +325,7 @@ description = "Copy your docs directly to the gh-pages branch." optional = false python-versions = "*" groups = ["docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "ghp-import-2.1.0.tar.gz", hash = "sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343"}, {file = "ghp_import-2.1.0-py3-none-any.whl", hash = "sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619"}, @@ -333,6 +344,7 @@ description = "Signatures for entire Python programs. Extract the structure, the optional = false python-versions = ">=3.9" groups = ["docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "griffe-1.7.3-py3-none-any.whl", hash = "sha256:c6b3ee30c2f0f17f30bcdef5068d6ab7a2a4f1b8bf1a3e74b56fffd21e1c5f75"}, {file = "griffe-1.7.3.tar.gz", hash = "sha256:52ee893c6a3a968b639ace8015bec9d36594961e156e23315c8e8e51401fa50b"}, @@ -348,6 +360,7 @@ description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" optional = false python-versions = ">=3.8" groups = ["main", "build"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"}, {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"}, @@ -360,6 +373,7 @@ description = "A minimal low-level HTTP client." optional = false python-versions = ">=3.8" 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"sha256:f40f825768ad76c0977cbacdf1fd37c6f7a468e460ea6a0636078f8972d4517e"}, {file = "pytest-8.4.0.tar.gz", hash = "sha256:14d920b48472ea0dbf68e45b96cd1ffda4705f33307dcc86c676c1b5104838a6"}, @@ -1138,6 +1498,7 @@ description = "Pytest support for asyncio" optional = false python-versions = ">=3.9" groups = ["build"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "pytest_asyncio-1.0.0-py3-none-any.whl", hash = "sha256:4f024da9f1ef945e680dc68610b52550e36590a67fd31bb3b4943979a1f90ef3"}, {file = "pytest_asyncio-1.0.0.tar.gz", hash = "sha256:d15463d13f4456e1ead2594520216b225a16f781e144f8fdf6c5bb4667c48b3f"}, @@ -1158,6 +1519,7 @@ description = "Send responses to httpx." optional = false python-versions = ">=3.9" groups = ["build"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "pytest_httpx-0.35.0-py3-none-any.whl", hash = "sha256:ee11a00ffcea94a5cbff47af2114d34c5b231c326902458deed73f9c459fd744"}, {file = 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"sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d"}, {file = "python_dotenv-1.1.0.tar.gz", hash = "sha256:41f90bc6f5f177fb41f53e87666db362025010eb28f60a01c9143bfa33a2b2d5"}, @@ -1200,6 +1564,19 @@ files = [ [package.extras] cli = ["click (>=5.0)"] +[[package]] +name = "pytz" +version = "2025.2" +description = "World timezone definitions, modern and historical" +optional = false +python-versions = "*" +groups = ["main"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" +files = [ + {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"}, + {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"}, +] + [[package]] name = "pyyaml" version = "6.0.2" @@ -1207,6 +1584,7 @@ description = "YAML parser and emitter for Python" optional = false python-versions = ">=3.8" groups = ["docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"}, {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"}, @@ -1270,6 +1648,7 @@ description = "A custom YAML tag for referencing environment variables in YAML f optional = false python-versions = ">=3.9" groups = ["docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "pyyaml_env_tag-1.1-py3-none-any.whl", hash = "sha256:17109e1a528561e32f026364712fee1264bc2ea6715120891174ed1b980d2e04"}, {file = "pyyaml_env_tag-1.1.tar.gz", hash = "sha256:2eb38b75a2d21ee0475d6d97ec19c63287a7e140231e4214969d0eac923cd7ff"}, @@ -1285,6 +1664,7 @@ description = "Python HTTP for Humans." optional = false python-versions = ">=3.8" groups = ["docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"}, {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"}, @@ -1307,6 +1687,7 @@ description = "Easily download, build, install, upgrade, and uninstall Python pa optional = false python-versions = ">=3.9" groups = ["dev"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"}, {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"}, @@ -1327,7 +1708,8 @@ version = "1.17.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" -groups = ["docs"] +groups = ["main", "docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, @@ -1340,6 +1722,7 @@ description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" groups = ["main", "build"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -1395,11 +1778,25 @@ description = "Style preserving TOML library" optional = false python-versions = ">=3.8" groups = ["dev"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"}, {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"}, ] +[[package]] +name = "types-pytz" +version = "2025.2.0.20250809" +description = "Typing stubs for pytz" +optional = false +python-versions = ">=3.9" +groups = ["dev"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" +files = [ + {file = "types_pytz-2025.2.0.20250809-py3-none-any.whl", hash = "sha256:4f55ed1b43e925cf851a756fe1707e0f5deeb1976e15bf844bcaa025e8fbd0db"}, + {file = "types_pytz-2025.2.0.20250809.tar.gz", hash = "sha256:222e32e6a29bb28871f8834e8785e3801f2dc4441c715cd2082b271eecbe21e5"}, +] + [[package]] name = "typing-extensions" version = "4.14.0" @@ -1411,7 +1808,7 @@ files = [ {file = "typing_extensions-4.14.0-py3-none-any.whl", hash = "sha256:a1514509136dd0b477638fc68d6a91497af5076466ad0fa6c338e44e359944af"}, {file = "typing_extensions-4.14.0.tar.gz", hash = "sha256:8676b788e32f02ab42d9e7c61324048ae4c6d844a399eebace3d4979d75ceef4"}, ] -markers = {build = "python_version < \"3.13\"", docs = "python_version < \"3.11\""} +markers = {main = "python_version <= \"3.11\" or python_version >= \"3.12\"", build = "python_version >= \"3.12\" and python_version < \"3.13\" or python_version <= \"3.11\"", dev = "python_version <= \"3.11\" or python_version >= \"3.12\"", docs = "python_version < \"3.11\""} [[package]] name = "typing-inspection" @@ -1420,6 +1817,7 @@ description = "Runtime typing introspection tools" optional = false python-versions = ">=3.9" groups = ["main"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"}, {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"}, @@ -1428,6 +1826,19 @@ files = [ [package.dependencies] typing-extensions = ">=4.12.0" +[[package]] +name = "tzdata" +version = "2025.2" +description = "Provider of IANA time zone data" +optional = false +python-versions = ">=2" +groups = ["main"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" +files = [ + {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"}, + {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"}, +] + [[package]] name = "universalasync" version = "0.4.0.1" @@ -1435,6 +1846,7 @@ description = "A library to help automate the creation of universal python libra optional = false python-versions = ">=3.9" groups = ["main"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "universalasync-0.4.0.1-py3-none-any.whl", hash = "sha256:55691b23f8265ff9a658d5eaee5a0375d75ac46432862198178c9a360062ba52"}, {file = "universalasync-0.4.0.1.tar.gz", hash = "sha256:aadf1f20170366b76fb0317a343775c403842c8db25062f7d68184a09b3e882c"}, @@ -1447,6 +1859,7 @@ description = "HTTP library with thread-safe connection pooling, file post, and optional = false python-versions = ">=3.9" groups = ["docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813"}, {file = "urllib3-2.4.0.tar.gz", hash = "sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466"}, @@ -1465,6 +1878,7 @@ description = "Filesystem events monitoring" optional = false python-versions = ">=3.9" groups = ["docs"] +markers = "python_version <= \"3.11\" or python_version >= \"3.12\"" files = [ {file = "watchdog-6.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d1cdb490583ebd691c012b3d6dae011000fe42edb7a82ece80965b42abd61f26"}, {file = "watchdog-6.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bc64ab3bdb6a04d69d4023b29422170b74681784ffb9463ed4870cf2f3e66112"}, @@ -1525,4 +1939,4 @@ type = ["pytest-mypy"] [metadata] lock-version = "2.1" python-versions = ">=3.9" -content-hash = "b2b1d9c26ddadb7ee784a2c0ea399a537fab929c9d933702baeeb82f12be7f44" +content-hash = "606b6d2564790886f04f7795e7afb893dbd26079c46883561783e9db800b427f" diff --git a/pyproject.toml b/pyproject.toml index e5748bd..ee44c7f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,6 +21,8 @@ force_single_line = "true" plugins = ['pydantic.mypy'] [tool.poetry.dependencies] +pandas = "*" +pyarrow = "*" pydantic = "*" httpx = "*" httpx-retries = "*" @@ -35,6 +37,7 @@ pytest-httpx = "*" black = "*" isort = "*" mypy = "*" +pandas-stubs = "*" pylint = "*" python-dotenv = "*" setuptools = "*" diff --git a/tests/armis_sdk/armis_sdk_test.py b/tests/armis_sdk/armis_sdk_test.py index 96a35ea..a4e5ae1 100644 --- a/tests/armis_sdk/armis_sdk_test.py +++ b/tests/armis_sdk/armis_sdk_test.py @@ -1,6 +1,7 @@ import pytest from armis_sdk import ArmisSdk +from armis_sdk.clients.data_export_client import DataExportClient from armis_sdk.clients.sites_client import SitesClient from armis_sdk.core.armis_client import ArmisClient @@ -12,4 +13,5 @@ def test_init_of_sdk(): armis_sdk = ArmisSdk() assert isinstance(armis_sdk.client, ArmisClient) + assert isinstance(armis_sdk.data_export, DataExportClient) assert isinstance(armis_sdk.sites, SitesClient) diff --git a/tests/armis_sdk/clients/data_export_client_test.py b/tests/armis_sdk/clients/data_export_client_test.py new file mode 100644 index 0000000..8111499 --- /dev/null +++ b/tests/armis_sdk/clients/data_export_client_test.py @@ -0,0 +1,122 @@ +import datetime +from typing import ClassVar +from unittest import mock + +import pandas +import pytest +import pytest_httpx + +from armis_sdk.clients.data_export_client import DataExportClient +from armis_sdk.entities.data_export.base_exported_entity import BaseExportedEntity +from armis_sdk.entities.data_export.data_export import DataExport + +pytest_plugins = ["tests.plugins.auto_setup_plugin"] + + +class MockEntity(BaseExportedEntity): + entity_name: ClassVar[str] = "mock-entity" + + name: str + description: str + + @classmethod + def series_to_model(cls, series: pandas.Series) -> "MockEntity": + return MockEntity( + name=series.loc["name"], description=series.loc["description"] + ) + + +async def test_disable(httpx_mock: pytest_httpx.HTTPXMock): + httpx_mock.add_response( + url="https://api.armis.com/v3/data-export/mock-entity", + method="PATCH", + match_json={"enabled": False}, + ) + + data_export_client = DataExportClient() + await data_export_client.disable(MockEntity) + + +async def test_enable(httpx_mock: pytest_httpx.HTTPXMock): + httpx_mock.add_response( + url="https://api.armis.com/v3/data-export/mock-entity", + method="PATCH", + match_json={"enabled": True}, + ) + + data_export_client = DataExportClient() + await data_export_client.enable(MockEntity) + + +@pytest.mark.parametrize("enabled", [True, False]) +async def test_toggle(enabled: bool, httpx_mock: pytest_httpx.HTTPXMock): + httpx_mock.add_response( + url="https://api.armis.com/v3/data-export/mock-entity", + method="PATCH", + match_json={"enabled": enabled}, + ) + + data_export_client = DataExportClient() + await data_export_client.toggle(MockEntity, enabled) + + +async def test_get(httpx_mock: pytest_httpx.HTTPXMock): + httpx_mock.add_response( + url="https://api.armis.com/v3/data-export/mock-entity", + json={ + "enabled": True, + "urls": ["url1", "url2"], + "urls_creation_time": "2025-09-08T00:00:00", + "file_format": "parquet", + }, + ) + + data_export_client = DataExportClient() + result = await data_export_client.get(MockEntity) + + assert result == DataExport( + enabled=True, + urls=["url1", "url2"], + urls_creation_time=datetime.datetime(2025, 9, 8, 0, 0), + file_format="parquet", + ) + + +@mock.patch.object(pandas, "read_parquet") +async def test_export( + mock_read_parquet: mock.MagicMock, httpx_mock: pytest_httpx.HTTPXMock +): + httpx_mock.add_response( + url="https://api.armis.com/v3/data-export/mock-entity", + json={ + "enabled": True, + "urls": ["url1", "url2"], + "urls_creation_time": "2025-09-08T00:00:00", + "file_format": "parquet", + }, + ) + mock_read_parquet.side_effect = [ + pandas.DataFrame( + {"name": ["table", "chair"], "description": ["round", "high"]} + ), + pandas.DataFrame({"name": ["book"], "description": ["hardcover"]}), + ] + + data_export_client = DataExportClient() + items = [] + async for item in data_export_client.iterate(MockEntity): + items.append(item) + + assert items == [ + MockEntity(name="table", description="round"), + MockEntity(name="chair", description="high"), + MockEntity(name="book", description="hardcover"), + ] + + mock_read_parquet.assert_has_calls( + [ + mock.call("url1"), + mock.call("url2"), + ], + any_order=False, + ) diff --git a/tests/armis_sdk/entities/data_export/application_test.py b/tests/armis_sdk/entities/data_export/application_test.py new file mode 100644 index 0000000..1ee4345 --- /dev/null +++ b/tests/armis_sdk/entities/data_export/application_test.py @@ -0,0 +1,35 @@ +import collections +import datetime + +import pandas + +from armis_sdk.entities.data_export.application import Application + +ApplicationNT = collections.namedtuple( + "ApplicationNT", + ["device_id", "name", "vendor", "version", "cpe", "first_seen", "last_seen"], +) + + +def test_series_to_model(): + series = pandas.Series( + { + "device_id": 1, + "name": "Chrome", + "vendor": "Google", + "version": "1.2.3", + "cpe": "cpe1", + "first_seen": pandas.Timestamp.fromisoformat("2025-11-01"), + "last_seen": pandas.Timestamp.fromisoformat("2025-11-04"), + }, + ) + + assert Application.series_to_model(series) == Application( + device_id=1, + vendor="Google", + name="Chrome", + version="1.2.3", + cpe="cpe1", + first_seen=datetime.datetime(2025, 11, 1), + last_seen=datetime.datetime(2025, 11, 4), + ) diff --git a/tests/armis_sdk/entities/data_export/risk_factor_test.py b/tests/armis_sdk/entities/data_export/risk_factor_test.py new file mode 100644 index 0000000..24a8e64 --- /dev/null +++ b/tests/armis_sdk/entities/data_export/risk_factor_test.py @@ -0,0 +1,85 @@ +import collections +import datetime +import json + +import pandas + +from armis_sdk.entities.data_export.risk_factor import RiskFactor +from armis_sdk.entities.data_export.risk_factor import RiskFactorRecommendedAction + +RiskFactorNT = collections.namedtuple( + "RiskFactorNT", + [ + "device_id", + "category", + "type", + "description", + "score", + "status", + "group", + "remidiation", + "remidiation_description", + "remoidiation_recommended_actions", + "first_seen", + "last_seen", + "status_update_time", + "status_updated_by_user_id", + "status_update_reason", + ], +) + + +def test_series_to_model(): + series = pandas.Series( + { + "device_id": 1, + "category": "category1", + "type": "type1", + "description": "description1", + "score": 2, + "status": "OPEN", + "group": "group1", + "remidiation": "remediation1", + "remidiation_description": "remediation_description1", + "remoidiation_recommended_actions": json.dumps( + [ + { + "id": 1, + "title": "title1", + "description": "description1", + "type": "type1", + } + ], + ), + "first_seen": pandas.Timestamp.fromisoformat("2025-11-01"), + "last_seen": pandas.Timestamp.fromisoformat("2025-11-04"), + "status_update_time": pandas.Timestamp.fromisoformat("2025-11-03"), + "status_updated_by_user_id": 3, + "status_update_reason": "reason1", + }, + ) + + assert RiskFactor.series_to_model(series) == RiskFactor( + device_id=1, + category="category1", + type="type1", + description="description1", + score=2, + status="OPEN", + group="group1", + remediation_type="remediation1", + remediation_description="remediation_description1", + remediation_recommended_actions=[ + RiskFactorRecommendedAction( + id=1, + title="title1", + description="description1", + type="type1", + ), + ], + first_seen=datetime.datetime(2025, 11, 1), + last_seen=datetime.datetime(2025, 11, 4), + status_update_time=datetime.datetime(2025, 11, 3), + status_updated_by_user_id=3, + status_update_reason="reason1", + ) diff --git a/tests/armis_sdk/entities/data_export/vulnerability_test.py b/tests/armis_sdk/entities/data_export/vulnerability_test.py new file mode 100644 index 0000000..56749e7 --- /dev/null +++ b/tests/armis_sdk/entities/data_export/vulnerability_test.py @@ -0,0 +1,49 @@ +import collections +import datetime + +import pandas + +from armis_sdk.entities.data_export.vulnerability import Vulnerability + +VulnerabilityNT = collections.namedtuple( + "VulnerabilityNT", + [ + "device_id", + "vulnerability_cve_uid", + "vulnerability_advisory_id", + "vulnerability_remediation_types", + "avm_rating", + "match_source", + "status", + "status_change_time", + "status_change_reason", + ], +) + + +def test_series_to_model(): + application_nt = pandas.Series( + { + "device_id": 1, + "vulnerability_cve_uid": "CVE-123", + "vulnerability_advisory_id": "KB123", + "vulnerability_remediation_types": ["type1", "N/A", "type2"], + "avm_rating": "GOOD", + "match_source": ["source1", "N/A", "source2"], + "status": "OPEN", + "status_change_time": pandas.Timestamp.fromisoformat("2025-11-01"), + "status_change_reason": "Good reason", + }, + ) + + assert Vulnerability.series_to_model(application_nt) == Vulnerability( + device_id=1, + cve_uid="CVE-123", + advisory_id="KB123", + remediation_types=["type1", "type2"], + avm_rating="GOOD", + match_source=["source1", "source2"], + status="OPEN", + status_change_time=datetime.datetime(2025, 11, 1), + status_change_reason="Good reason", + ) diff --git a/tests/plugins/setup_plugin.py b/tests/plugins/setup_plugin.py index 8378255..1f946eb 100644 --- a/tests/plugins/setup_plugin.py +++ b/tests/plugins/setup_plugin.py @@ -31,4 +31,5 @@ def authorized(httpx_mock: pytest_httpx.HTTPXMock): "token_type": "Bearer", "expires_in": datetime.timedelta(minutes=1).total_seconds(), }, + is_optional=True, )