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Add mariner data source (#181)
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Add functionality to vunnel to ingest published vulnerabilities with CBL
Mariner Linux.

Signed-off-by: Will Murphy <will.murphy@anchore.com>
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willmurphyscode committed May 25, 2023
1 parent 4474074 commit 52392a2
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263 changes: 259 additions & 4 deletions poetry.lock

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4 changes: 4 additions & 0 deletions pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -57,6 +57,7 @@ SQLAlchemy = ">= 1.4.46, < 3.0" # note: 1.4.x currently required for enterprise
mergedeep = "^1.3.4"
future = "^0.18.3"
importlib-metadata = "^6.1.0"
xsdata = {extras = ["cli", "lxml", "soap"], version = "^22.12"}

[tool.poetry.group.dev.dependencies]
pytest = "^7.2.2"
Expand Down Expand Up @@ -103,6 +104,7 @@ exclude = '''(?x)(
| ^src/vunnel/providers/amazon/parser\.py$ # ported from enterprise, never had type hints
| ^src/vunnel/providers/debian/parser\.py$ # ported from enterprise, never had type hints
| ^src/vunnel/providers/github/parser\.py$ # ported from enterprise, never had type hints
| ^src/vunnel/providers/mariner/model/ # generated code
| ^src/vunnel/providers/nvd/parser\.py$ # ported from enterprise, never had type hints
| ^src/vunnel/providers/oracle/parser\.py$ # ported from enterprise, never had type hints
| ^src/vunnel/providers/rhel/parser\.py$ # ported from enterprise, never had type hints
Expand Down Expand Up @@ -135,6 +137,7 @@ exclude = '''
| dist
| data
| backup
| src/vunnel/providers/mariner/model # files in here are generated
| tests/quality/vulnerability-match-labels
| tests/quality/.yardstick
| tests/quality/data
Expand Down Expand Up @@ -221,4 +224,5 @@ ignore = [

extend-exclude = [
"**/tests/**",
"src/vunnel/providers/mariner/model/**" # these are generated
]
1 change: 1 addition & 0 deletions src/vunnel/cli/config.py
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@ class Providers:
chainguard: providers.chainguard.Config = field(default_factory=providers.chainguard.Config)
debian: providers.debian.Config = field(default_factory=providers.debian.Config)
github: providers.github.Config = field(default_factory=providers.github.Config)
mariner: providers.mariner.Config = field(default_factory=providers.mariner.Config)
nvd: providers.nvd.Config = field(default_factory=providers.nvd.Config)
oracle: providers.oracle.Config = field(default_factory=providers.oracle.Config)
rhel: providers.rhel.Config = field(default_factory=providers.rhel.Config)
Expand Down
2 changes: 2 additions & 0 deletions src/vunnel/providers/__init__.py
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Expand Up @@ -10,6 +10,7 @@
chainguard,
debian,
github,
mariner,
nvd,
oracle,
rhel,
Expand All @@ -31,6 +32,7 @@
amazon.Provider.name(): amazon.Provider,
debian.Provider.name(): debian.Provider,
github.Provider.name(): github.Provider,
mariner.Provider.name(): mariner.Provider,
nvd.Provider.name(): nvd.Provider,
oracle.Provider.name(): oracle.Provider,
rhel.Provider.name(): rhel.Provider,
Expand Down
102 changes: 102 additions & 0 deletions src/vunnel/providers/mariner/DEVELOPING.md
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@@ -0,0 +1,102 @@
# Developing for the Mariner Provider

This provider gets its own DEVELOPING.md because it introduces a new pattern for how OVAL XML is parsed in Vunnel.

## How this provider works

1. Vulnerabilities in Mariner Linux are published to https://github.com/microsoft/CBL-MarinerVulnerabilityData
2. Each major version of Mariner Linux, currently 1.0 and 2.0, gets a file named `cbl-mariner-${MAJOR_VERSION}-oval.xml` in the root of that repo.
3. Vunnel downloads this XML from GitHub's raw user content
4. Vunnel normalizes and transforms that XML for output

The transformation is handled differently by this provider:

1. The file at './model/generated.py' is generated by `./generate_models.py`, using the [`xsdata`](https://pypi.org/project/xsdata/) package.
2. The XML files are loaded as a `etree` from `lxml`
3. XPath expressions are used to enumerate nodes of different types from the document
4. `xsdata` is then used to parse these nodes into generated data classes
5. The transform logic is written in plain python, converting these data classes into Vunnel's `Vulnerability` type
6. Base classes common to all vunnel providers handle the output after that

## FAQ

### What to do if the schema of the OVAL XML changes?

1. Re-run `./generate_models.py`
2. Fix the logic in `./parser.py` to account for any changes in data classes.

### `xsdata` can parse the whole document, so why use `etree`?

For error handling - `xsdata` can parse the entire document, but the entire
parse operation succeeds or fails. By looping over parts of the document and
attempting to deserialize each part, we gain the flexibility to ignore parts of
the document that can't be parsed, and still get some information from the
overall document.

### `xsdata` can generate dataclasses from an XML schema, or from an example document. Why use the example document approach?

We initially tried generating the dataclasses from the xsd files named as the
schemas in the OVAL XML files, but `xsdata` can't parse these files into the
resulting dataclasses.

### The dataclasses represent a subset of the schema. What if something changes?

If something changes we will need to fix the parser. However, we validated the existing parser via the following process:

1. Clone the [Mariner Linux Vulnerability Repo](https://github.com/microsoft/CBL-MarinerVulnerabilityData).
2. Check out every tag in the repo, and copy the available OVAL XML files into a different directory
3. Run a script against every file in that directory to validate our assumptions about the data shape.

Also, we specifically asked whether the schema was stable and [were told it was](https://github.com/anchore/grype/issues/1220#issuecomment-1548447284).

Below is the script used to validate our assumptions about the XML. The only difference we found was that the
"version" field of test objects is called "evr" and used to be called "version".

``` python
import os
from xml.etree import ElementTree as ET
from lxml import etree

EXAMPLE_DIR="/Users/willmurphy/work/scratch/xsdata-experiments/examples/"

def main():
for file in os.listdir(EXAMPLE_DIR):
validate_file(os.path.join(EXAMPLE_DIR, file))

print('yay')

def validate_file(file):
root = etree.parse(file)
nsmap = etree.XPath("/*")(root)[0].nsmap
default = nsmap[None]
nsmap["default"] = default
del nsmap[None]
selection = etree.XPath("//default:definition", namespaces=nsmap)
definitions = selection(root)

tests = etree.XPath('//linux-def:rpminfo_test', namespaces=nsmap)(root)
objects = etree.XPath('//linux-def:rpminfo_object', namespaces=nsmap)(root)
states = etree.XPath('//linux-def:rpminfo_state', namespaces=nsmap)(root)
evrs = etree.XPath('//linux-def:evr', namespaces=nsmap)(root)
# at 59187, used version not evr
versions = etree.XPath('//linux-def:version', namespaces=nsmap)(root)
all_versions = evrs + versions
expected_evr_operations = { "less than", "less than or equal" }
unique_evr_operations = {k.attrib['operation'] for k in all_versions}
if len(unique_evr_operations) == 0 or not unique_evr_operations.issubset(expected_evr_operations):
raise Exception("surprise evr operation!")
unique_evr_datatypes = {k.attrib['datatype'] for k in all_versions}
expected_evr_datatypes={ "version", "evr_string" }
if len(unique_evr_datatypes) != 1 or not unique_evr_datatypes.issubset(expected_evr_datatypes):
raise Exception(f"surprise evr datatype! {expected_evr_datatypes.difference(unique_evr_datatypes)}")
all_criteria_trees = etree.XPath('//default:definition/default:criteria', namespaces=nsmap)(root)
for c_node in all_criteria_trees:
children = c_node.getchildren()
if len(children) != 1:
raise Exception("different criterion tree!")
pass


if __name__ == "__main__":
main()
```
55 changes: 55 additions & 0 deletions src/vunnel/providers/mariner/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,55 @@
from __future__ import annotations

import os
from dataclasses import dataclass, field
from typing import TYPE_CHECKING

from vunnel import provider, result, schema
from vunnel.providers.mariner.parser import Parser

if TYPE_CHECKING:
import datetime


@dataclass
class Config:
runtime: provider.RuntimeConfig = field(
default_factory=lambda: provider.RuntimeConfig(
result_store=result.StoreStrategy.SQLITE,
existing_results=provider.ResultStatePolicy.KEEP,
),
)
request_timeout: int = 125
allow_versions: list[str] = field(default_factory=lambda: ["1.0", "2.0"])


class Provider(provider.Provider):
def __init__(self, root: str, config: Config | None = None):
if not config:
config = Config()
super().__init__(root, runtime_cfg=config.runtime)
self.config = config

self.logger.debug(f"config: {config}")
self.schema = schema.OSSchema()
self.parser = Parser(
workspace=self.workspace,
allow_versions=self.config.allow_versions,
download_timeout=self.config.request_timeout,
logger=self.logger,
)

@classmethod
def name(cls) -> str:
return "mariner"

def update(self, last_updated: datetime.datetime | None) -> tuple[list[str], int]:
with self.results_writer() as writer:
for namespace, vuln_id, record in self.parser.get():
writer.write(
identifier=os.path.join(namespace, vuln_id),
schema=self.schema,
payload=record,
)
pass
return self.parser.urls, len(writer)
47 changes: 47 additions & 0 deletions src/vunnel/providers/mariner/generate_models.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,47 @@
import os
import tempfile
from subprocess import PIPE, Popen

import requests

MARINER_URL_BASE = "https://raw.githubusercontent.com/microsoft/CBL-MarinerVulnerabilityData/main/{}"
MARINER_URL_FILENAME = "cbl-mariner-{}-oval.xml"


def download_version(version: str, dest_dir: str) -> None:
filename = MARINER_URL_FILENAME.format(version)
url = MARINER_URL_BASE.format(filename)
r = requests.get(url, timeout=125)
destination = os.path.join(dest_dir, filename)
with open(destination, "wb") as w:
w.write(r.content)


def main() -> None:
versions = ["2.0"]
dest_path = tempfile.TemporaryDirectory()
for v in versions:
download_version(v, dest_path.name)

script_dir = os.path.realpath(os.path.dirname(__file__))
args = [
"xsdata",
"generate",
dest_path.name,
"-r",
"--relative-imports",
"--compound-fields",
"--package",
"model.generated",
"--structure-style",
"single-package",
]
process = Popen(args=args, stderr=PIPE, stdout=PIPE, cwd=script_dir)
stdout, stderr = process.communicate()
print(stdout)
print(stderr)
pass


if __name__ == "__main__":
main()
41 changes: 41 additions & 0 deletions src/vunnel/providers/mariner/model/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,41 @@
from .generated import (
Affected,
Criteria,
Criterion,
Definition,
Definitions,
Evr,
Generator,
Metadata,
Object,
Objects,
OvalDefinitions,
Reference,
RpminfoObject,
RpminfoState,
RpminfoTest,
State,
States,
Tests,
)

__all__ = [
"Affected",
"Criteria",
"Criterion",
"Definition",
"Definitions",
"Evr",
"Generator",
"Metadata",
"Object",
"Objects",
"OvalDefinitions",
"Reference",
"RpminfoObject",
"RpminfoState",
"RpminfoTest",
"State",
"States",
"Tests",
]
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