Add tests for python code (#2759)

* add tests for python code

* ruff format
This commit is contained in:
Hare Sudhan
2024-04-27 12:38:14 -05:00
committed by GitHub
parent 58496ee330
commit 82fc8d41cc
22 changed files with 612 additions and 156 deletions
-43
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@@ -1,43 +0,0 @@
name: generate-svg-counter
on:
push:
branches: [ "master" ]
jobs:
generate-counter:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
with:
token: ${{ secrets.PROTECTED_BRANCH_PUSH_TOKEN }}
- name: Install poetry
run: pipx install poetry
- uses: actions/setup-python@v5
with:
python-version: '3.11.2'
cache: 'poetry'
- name: Install dependencies
run: poetry install --no-interaction --no-root
- name: Generate shields.io URL
run: poetry run python atomic_red_team/runner.py generate-counter
id: counter
- name: Update README
run: |
echo ${{ steps.counter.outputs.result }}
sed -i "s|https://img.shields.io/badge/Atomics-.*-flat.svg|${{ steps.counter.outputs.result }}|" README.md
shell: bash
- name: Generate and commit unique GUIDs for each atomic test
run: poetry run python atomic_red_team/runner.py generate-guids
- name: update github with new site
run: |
# configure git to prep for commit
git config user.email "opensource@redcanary.com"
git config user.name "publish bot"
git config --global push.default simple
git add README.md
git add atomics
git commit --allow-empty -m "updating atomics count and guids [ci skip]"
# push quietly to prevent showing the token in log
# no need to provide any credentials
git push --force
+30
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@@ -11,6 +11,35 @@ jobs:
uses: actions/checkout@v4 uses: actions/checkout@v4
with: with:
token: ${{ secrets.PROTECTED_BRANCH_PUSH_TOKEN }} token: ${{ secrets.PROTECTED_BRANCH_PUSH_TOKEN }}
- name: Install poetry
run: pipx install poetry
- uses: actions/setup-python@v5
with:
python-version: "3.11.2"
cache: "poetry"
- name: Install dependencies
run: poetry install --no-interaction
- name: Generate shields.io URL
run: poetry run python runner.py generate-counter
id: counter
working-directory: atomic_red_team
env:
PYTHONPATH: ${{ github.workspace }}
- name: Update README
run: |
echo ${{ steps.counter.outputs.result }}
sed -i "s|https://img.shields.io/badge/Atomics-.*-flat.svg|${{ steps.counter.outputs.result }}|" README.md
shell: bash
- name: Generate and commit unique GUIDs for each atomic test
run: poetry run python runner.py generate-guids
working-directory: atomic_red_team
env:
PYTHONPATH: ${{ github.workspace }}
- name: setup ruby - name: setup ruby
uses: ruby/setup-ruby@v1 uses: ruby/setup-ruby@v1
with: with:
@@ -33,6 +62,7 @@ jobs:
git config credential.helper 'cache --timeout=120' git config credential.helper 'cache --timeout=120'
git config user.email "opensource@redcanary.com" git config user.email "opensource@redcanary.com"
git config user.name "Atomic Red Team doc generator" git config user.name "Atomic Red Team doc generator"
git add README.md
git add atomics git add atomics
git commit -am "Generated docs from job=$GITHUB_JOB branch=$GITHUB_REF_NAME [ci skip]" git commit -am "Generated docs from job=$GITHUB_JOB branch=$GITHUB_REF_NAME [ci skip]"
git push origin $GITHUB_REF_NAME -f git push origin $GITHUB_REF_NAME -f
+29
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@@ -0,0 +1,29 @@
name: validate-python-file-changes
on:
pull_request:
branches:
- master
paths:
- "atomic_red_team/**/*.py"
jobs:
validate-python-file-changes:
runs-on: ubuntu-latest
steps:
- name: checkout repo
uses: actions/checkout@v4
- name: Install poetry
run: pipx install poetry
- name: setup python3.11
uses: actions/setup-python@v5
id: setup-python
with:
python-version: "3.11.2"
cache: "poetry"
- name: Install dependencies
run: poetry install --no-interaction
- name: Run pytest
run: poetry run pytest atomic_red_team/tests
+10 -4
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@@ -21,10 +21,13 @@ jobs:
cache: "poetry" cache: "poetry"
- name: Install dependencies - name: Install dependencies
run: poetry install --no-interaction --no-root run: poetry install --no-interaction
- name: validate the format of atomics tests against the spec - name: validate the format of atomics tests against the spec
run: poetry run python atomic_red_team/runner.py validate run: poetry run python runner.py validate
working-directory: atomic_red_team
env:
PYTHONPATH: ${{ github.workspace }}
upload: upload:
runs-on: ubuntu-latest runs-on: ubuntu-latest
@@ -61,8 +64,11 @@ jobs:
run: poetry install --no-interaction --no-root run: poetry install --no-interaction --no-root
- name: save labels and reviewers into a file. - name: save labels and reviewers into a file.
run: | run: |
poetry run python atomic_red_team/runner.py generate-labels --pr '${{steps.get_pr_number.outputs.result}}' --token ${{ secrets.GITHUB_TOKEN }} poetry run python runner.py generate-labels --pr '${{steps.get_pr_number.outputs.result}}' --token ${{ secrets.GITHUB_TOKEN }}
working-directory: atomic_red_team
env:
PYTHONPATH: ${{ github.workspace }}
- uses: actions/upload-artifact@v4 - uses: actions/upload-artifact@v4
with: with:
name: labels.json name: labels.json
path: pr/ path: pr/
+1 -1
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@@ -4,7 +4,7 @@ from typing import List
from ruamel.yaml import YAML from ruamel.yaml import YAML
from common import used_guids_file from atomic_red_team.common import used_guids_file
yaml = YAML(typ="safe") yaml = YAML(typ="safe")
+5 -5
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@@ -10,14 +10,14 @@ from typing import Annotated
import typer import typer
from pydantic import ValidationError from pydantic import ValidationError
from common import used_guids_file, atomics_path from atomic_red_team.common import used_guids_file, atomics_path
from guid import ( from atomic_red_team.guid import (
generate_guids_for_yaml, generate_guids_for_yaml,
get_unique_guid, get_unique_guid,
) )
from labels import GithubAPI from atomic_red_team.labels import GithubAPI
from models import Technique from atomic_red_team.models import Technique
from validator import Validator, format_validation_error, yaml from atomic_red_team.validator import Validator, format_validation_error, yaml
app = typer.Typer(help="Atomic Red Team Maintenance tool CLI helper") app = typer.Typer(help="Atomic Red Team Maintenance tool CLI helper")
+18
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@@ -0,0 +1,18 @@
attack_technique: T1003
display_name: OS Credential Dumping
atomic_tests:
- name: Gsecdump
auto_generated_guid: 0f7c5301-6859-45ba-8b4d-1fac30fc31ed
description: |
Dump credentials from memory using Gsecdump.
supported_platforms:
- windows
input_arguments:
gsecdump_exe:
description: Path to the Gsecdump executable
type: float
default: PathToAtomicsFolder\..\ExternalPayloads\gsecdump.exe
executor:
command: |
"#{gsecdump_exe}" -a
name: command_prompt
+18
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@@ -0,0 +1,18 @@
attack_technique: T1003
display_name: OS Credential Dumping
atomic_tests:
- name: Gsecdump
auto_generated_guid: 0f7c5301-6859-45ba-8b4d-1fac30fc31ed
description: |
Dump credentials from memory using Gsecdump.
supported_platforms:
- windows
input_arguments:
gsecdump_exe:
description: Path to the Gsecdump executable
type: integer
default: PathToAtomicsFolder\..\ExternalPayloads\gsecdump.exe
executor:
command: |
"#{gsecdump_exe}" -a
name: command_prompt
@@ -0,0 +1,39 @@
attack_technique: T1003
display_name: OS Credential Dumping
atomic_tests:
- name: Gsecdump
description: |
Dump credentials from memory using Gsecdump.
supported_platforms:
- windows
input_arguments:
gsecdump_exe:
description: Path to the Gsecdump executable
type: path
default: PathToAtomicsFolder\..\ExternalPayloads\gsecdump.exe
gsecdump_bin_hash:
description: File hash of the Gsecdump binary file
type: string
default: 94CAE63DCBABB71C5DD43F55FD09CAEFFDCD7628A02A112FB3CBA36698EF72BC
gsecdump_url:
description: Path to download Gsecdump binary file
type: url
default: https://web.archive.org/web/20150606043951if_/http://www.truesec.se/Upload/Sakerhet/Tools/gsecdump-v2b5.exe
dependency_executor_name: powershell
dependencies:
- description: |
Gsecdump must exist on disk at specified location (#{gsecdump_exe})
prereq_command: |
if (Test-Path "#{gsecdump_exe}") {exit 0} else {exit 1}
get_prereq_command: |
[Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12
$parentpath = Split-Path "#{gsecdump_exe}"; $binpath = "$parentpath\gsecdump-v2b5.exe"
IEX(IWR "https://raw.githubusercontent.com/redcanaryco/invoke-atomicredteam/master/Public/Invoke-WebRequestVerifyHash.ps1" -UseBasicParsing)
if(Invoke-WebRequestVerifyHash "#{gsecdump_url}" "$binpath" #{gsecdump_bin_hash}){
Move-Item $binpath "#{gsecdump_exe}"
}
executor:
command: |
"#{gsecdump_exe}" -a
name: command_prompt
elevation_required: true
@@ -0,0 +1,13 @@
attack_technique: T1003
display_name: OS Credential Dumping
atomic_tests:
- name: Gsecdump
auto_generated_guid: 0f7c5301-6859-45ba-8b4d-1fac30fc31ed
description: |
Dump credentials from memory using Gsecdump.
supported_platforms:
- windows
executor:
command: |
"#{gsecdump_exe}" -a
name: command_prompt
@@ -0,0 +1,35 @@
attack_technique: T1003
display_name: OS Credential Dumping
atomic_tests:
- name: Gsecdump
auto_generated_guid: 0f7c5301-6859-45ba-8b4d-1fac30fc31ed
description: |
Dump credentials from memory using Gsecdump.
supported_platforms:
- windows
input_arguments:
gsecdump_exe:
description: Path to the Gsecdump executable
type: path
default: PathToAtomicsFolder\..\ExternalPayloads\gsecdump.exe
executor:
command: |
"#{gsecdump_exe}" -a
name: command_prompt
elevation_required: true
- name: Gsecdump
auto_generated_guid: 0f7c5301-6859-45ba-8b4d-1fac30fc31ed
description: |
Dump credentials from memory using Gsecdump.
supported_platforms:
- windows
input_arguments:
gsecdump_exe:
description: Path to the Gsecdump executable
type: path
default: PathToAtomicsFolder\..\ExternalPayloads\gsecdump.exe
dependency_executor_name: powershell
executor:
command: |
"#{gsecdump_exe}" -a
name: command_prompt
@@ -0,0 +1,13 @@
attack_technique: W1003
display_name: OS Credential Dumping
atomic_tests:
- name: Gsecdump
auto_generated_guid: 0f7c5301-6859-45ba-8b4d-1fac30fc31ed
description: |
Dump credentials from memory using Gsecdump.
supported_platforms:
- windows
executor:
command: |
echo "ART"
name: command_prompt
@@ -0,0 +1,18 @@
attack_technique: T1003
display_name: OS
atomic_tests:
- name: Gsecdump
auto_generated_guid: 0f7c5301-6859-45ba-8b4d-1fac30fc31ed
description: |
Dump credentials from memory using Gsecdump.
supported_platforms:
- windows
input_arguments:
gsecdump_exe:
description: Path to the Gsecdump executable
type: path
default: PathToAtomicsFolder\..\ExternalPayloads\gsecdump.exe
executor:
command: |
"#{gsecdump_exe}" -a
name: command_prompt
@@ -0,0 +1,27 @@
attack_technique: T1003
display_name: OS Credential Dumping
atomic_tests:
- name: Gsecdump
auto_generated_guid: 0f7c5301-6859-45ba-8b4d-1fac30fc31ed
description: |
Dump credentials from memory using Gsecdump.
supported_platforms:
- windows
input_arguments:
gsecdump_exe:
description: Path to the Gsecdump executable
type: path
default: PathToAtomicsFolder\..\ExternalPayloads\gsecdump.exe
gsecdump_bin_hash:
description: File hash of the Gsecdump binary file
type: string
default: 94CAE63DCBABB71C5DD43F55FD09CAEFFDCD7628A02A112FB3CBA36698EF72BC
gsecdump_url:
description: Path to download Gsecdump binary file
type: url
default: https://web.archive.org/web/20150606043951if_/http://www.truesec.se/Upload/Sakerhet/Tools/gsecdump-v2b5.exe
dependency_executor_name: powershell
executor:
command: |
"#{gsecdump_exe}" -a
name: command_prompt
@@ -0,0 +1,18 @@
attack_technique: T1003
display_name: OS Credential Dumping
atomic_tests:
- name: Gsecdump
auto_generated_guid: 0f7c5301-6859-45ba-8b4d-1fac30fc31ed
description: |
Dump credentials from memory using Gsecdump.
supported_platforms:
- windows
input_arguments:
gsecdump_exe:
description: Path to the Gsecdump executable
type: url
default: PathToAtomicsFolder\..\ExternalPayloads\gsecdump.exe
executor:
command: |
"#{gsecdump_exe}" -a
name: command_prompt
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+124
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@@ -0,0 +1,124 @@
from hypothesis import given, strategies as st, settings, HealthCheck
from hypothesis.provisional import urls
from pydantic import AnyUrl
from pydantic.networks import IPvAnyAddress
from atomic_red_team.models import (
Technique,
Atomic,
StringArg,
IntArg,
FloatArg,
UrlArg,
ManualExecutor,
Platform,
CommandExecutor,
ExecutorType,
)
executor_strategy = st.sampled_from(["powershell", "bash", "sh", "command_prompt"])
st.register_type_strategy(IPvAnyAddress, st.ip_addresses())
st.register_type_strategy(AnyUrl, urls())
alphanumeric_underscore_strategy = st.text(
alphabet=st.sampled_from(
"abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789_"
),
min_size=4,
)
input_args_types = [
st.builds(
StringArg,
description=st.text(),
default=st.text(),
type=st.sampled_from(["string", "path", "String", "Path"]),
),
st.builds(
IntArg,
description=st.text(),
default=st.integers(),
type=st.sampled_from(["integer", "Integer"]),
),
st.builds(
FloatArg,
description=st.text(),
default=st.floats(),
type=st.sampled_from(["float", "Float"]),
),
st.builds(
UrlArg,
description=st.text(),
default=st.one_of(urls(), st.ip_addresses()),
type=st.sampled_from(["url", "Url"]),
),
]
platforms_strategy = st.lists(st.sampled_from(list(Platform.__args__)), min_size=1)
input_arguments_strategy = st.dictionaries(
keys=alphanumeric_underscore_strategy, values=st.one_of(*input_args_types)
)
atomics_strategy = dict(
input_arguments=input_arguments_strategy,
name=alphanumeric_underscore_strategy,
description=st.text(min_size=5),
supported_platforms=platforms_strategy,
)
def atomic_manual_executor_builder():
def build_atomic(input_arguments, **kwargs):
formatted_args = " ".join(
[f"echo #{key}=#{{{key}}}" for key in input_arguments.keys()]
)
return Atomic(
**kwargs,
executor=ManualExecutor(
name="manual", steps=f"{formatted_args} Custom steps here..."
),
input_arguments=input_arguments,
)
return st.builds(build_atomic, **atomics_strategy)
def atomic_command_executor_builder():
def build_atomic(input_arguments, executor_name, **kwargs):
formatted_args = " ".join(
[f"echo #{key}=#{{{key}}}" for key in input_arguments.keys()]
)
return Atomic(
executor=CommandExecutor(
name=executor_name,
command=f"{formatted_args} Custom steps here...",
),
input_arguments=input_arguments,
**kwargs,
)
return st.builds(build_atomic, executor_name=executor_strategy, **atomics_strategy)
@given(
st.builds(
Technique,
attack_technique=st.integers(min_value=1000, max_value=9999).map(
lambda x: f"T{x}"
),
atomic_tests=st.lists(
st.one_of(
atomic_manual_executor_builder(), atomic_command_executor_builder()
),
min_size=1,
),
)
)
@settings(max_examples=500, suppress_health_check=[HealthCheck.too_slow])
def test_property(instance):
assert isinstance(instance, Technique)
assert len(instance.attack_technique) > 4
assert len(instance.display_name) >= 5
for test in instance.atomic_tests:
assert isinstance(test, Atomic)
assert test.executor.name in ExecutorType.__args__
+20
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@@ -0,0 +1,20 @@
import os
from os.path import dirname, realpath
from pathlib import Path
import pytest
from pydantic import ValidationError
from atomic_red_team.validator import Validator
test_data_path = f"{dirname(dirname(realpath(__file__)))}/test_data"
@pytest.mark.parametrize("test_input", list(os.scandir(test_data_path)))
def test_all_invalid_scenarios(test_input):
validator = Validator()
with pytest.raises(ValidationError) as exc_info:
validator.validate(test_input)
error_types = [e["type"] for e in exc_info.value.errors()]
assert Path(test_input).stem in error_types
+2 -2
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@@ -6,8 +6,8 @@ from pydantic import ValidationError
from pydantic_core import InitErrorDetails, PydanticCustomError from pydantic_core import InitErrorDetails, PydanticCustomError
from ruamel.yaml import YAML from ruamel.yaml import YAML
from common import atomics_path from atomic_red_team.common import atomics_path
from models import Technique from atomic_red_team.models import Technique
yaml = YAML(typ="safe") yaml = YAML(typ="safe")
Generated
+189 -100
View File
@@ -165,6 +165,38 @@ files = [
{file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
] ]
[[package]]
name = "hypothesis"
version = "6.100.1"
description = "A library for property-based testing"
optional = false
python-versions = ">=3.8"
files = [
{file = "hypothesis-6.100.1-py3-none-any.whl", hash = "sha256:3dacf6ec90e8d14aaee02cde081ac9a17d5b70105e45e6ac822db72052c0195b"},
{file = "hypothesis-6.100.1.tar.gz", hash = "sha256:ebff09d7fa4f1fb6a855a812baf17e578b4481b7b70ec6d96496210d1a4c6c35"},
]
[package.dependencies]
attrs = ">=22.2.0"
sortedcontainers = ">=2.1.0,<3.0.0"
[package.extras]
all = ["backports.zoneinfo (>=0.2.1)", "black (>=19.10b0)", "click (>=7.0)", "crosshair-tool (>=0.0.54)", "django (>=3.2)", "dpcontracts (>=0.4)", "hypothesis-crosshair (>=0.0.2)", "lark (>=0.10.1)", "libcst (>=0.3.16)", "numpy (>=1.17.3)", "pandas (>=1.1)", "pytest (>=4.6)", "python-dateutil (>=1.4)", "pytz (>=2014.1)", "redis (>=3.0.0)", "rich (>=9.0.0)", "tzdata (>=2024.1)"]
cli = ["black (>=19.10b0)", "click (>=7.0)", "rich (>=9.0.0)"]
codemods = ["libcst (>=0.3.16)"]
crosshair = ["crosshair-tool (>=0.0.54)", "hypothesis-crosshair (>=0.0.2)"]
dateutil = ["python-dateutil (>=1.4)"]
django = ["django (>=3.2)"]
dpcontracts = ["dpcontracts (>=0.4)"]
ghostwriter = ["black (>=19.10b0)"]
lark = ["lark (>=0.10.1)"]
numpy = ["numpy (>=1.17.3)"]
pandas = ["pandas (>=1.1)"]
pytest = ["pytest (>=4.6)"]
pytz = ["pytz (>=2014.1)"]
redis = ["redis (>=3.0.0)"]
zoneinfo = ["backports.zoneinfo (>=0.2.1)", "tzdata (>=2024.1)"]
[[package]] [[package]]
name = "idna" name = "idna"
version = "3.7" version = "3.7"
@@ -176,6 +208,17 @@ files = [
{file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"}, {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
] ]
[[package]]
name = "iniconfig"
version = "2.0.0"
description = "brain-dead simple config-ini parsing"
optional = false
python-versions = ">=3.7"
files = [
{file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
{file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
]
[[package]] [[package]]
name = "jsonschema" name = "jsonschema"
version = "4.21.1" version = "4.21.1"
@@ -246,20 +289,46 @@ files = [
{file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"}, {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
] ]
[[package]]
name = "packaging"
version = "24.0"
description = "Core utilities for Python packages"
optional = false
python-versions = ">=3.7"
files = [
{file = "packaging-24.0-py3-none-any.whl", hash = "sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5"},
{file = "packaging-24.0.tar.gz", hash = "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"},
]
[[package]]
name = "pluggy"
version = "1.5.0"
description = "plugin and hook calling mechanisms for python"
optional = false
python-versions = ">=3.8"
files = [
{file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
{file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
]
[package.extras]
dev = ["pre-commit", "tox"]
testing = ["pytest", "pytest-benchmark"]
[[package]] [[package]]
name = "pydantic" name = "pydantic"
version = "2.7.0" version = "2.7.1"
description = "Data validation using Python type hints" description = "Data validation using Python type hints"
optional = false optional = false
python-versions = ">=3.8" python-versions = ">=3.8"
files = [ files = [
{file = "pydantic-2.7.0-py3-none-any.whl", hash = "sha256:9dee74a271705f14f9a1567671d144a851c675b072736f0a7b2608fd9e495352"}, {file = "pydantic-2.7.1-py3-none-any.whl", hash = "sha256:e029badca45266732a9a79898a15ae2e8b14840b1eabbb25844be28f0b33f3d5"},
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version = "0.34.0" version = "0.35.0"
description = "JSON Referencing + Python" description = "JSON Referencing + Python"
optional = false optional = false
python-versions = ">=3.8" python-versions = ">=3.8"
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[package.dependencies] [package.dependencies]
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[metadata] [metadata]
lock-version = "2.0" lock-version = "2.0"
python-versions = "^3.10" python-versions = "^3.11"
content-hash = "0c54e68d9c0a81a31d35cb72e62330d1cfb2af147267368127c59c9ab0ca733a" content-hash = "2c02479595f612b1ffc26b483d5513ff74afcd50601bd60e3f02edce917a6424"
+3 -1
View File
@@ -6,13 +6,15 @@ authors = ["Maintainers <opensource@redcanary.com>"]
readme = "README.md" readme = "README.md"
[tool.poetry.dependencies] [tool.poetry.dependencies]
python = "^3.10" python = "^3.11"
pyyaml = "^6.0" pyyaml = "^6.0"
jsonschema = "^4.21.1" jsonschema = "^4.21.1"
requests = "^2.31.0" requests = "^2.31.0"
ruamel-yaml = "^0.18.6" ruamel-yaml = "^0.18.6"
pydantic = "^2.7.0" pydantic = "^2.7.0"
typer = "^0.12.3" typer = "^0.12.3"
hypothesis = "^6.100.0"
pytest = "^8.1.1"
[build-system] [build-system]