Python conversion of maintenance commands (#2739)

* updating atomics count in README.md [ci skip]

* converting python

* rename

* fix path

* minor refactor

---------

Co-authored-by: publish bot <opensource@redcanary.com>
This commit is contained in:
Hare Sudhan
2024-04-07 10:52:35 -04:00
committed by GitHub
parent 3bcc943259
commit 3bf390b116
17 changed files with 900 additions and 751 deletions
+6 -4
View File
@@ -2,7 +2,7 @@ name: generate-svg-counter
on:
push:
branches: ["master"]
branches: [ "master" ]
jobs:
generate-counter:
@@ -15,18 +15,20 @@ jobs:
run: pipx install poetry
- uses: actions/setup-python@v5
with:
python-version: '3.11.2'
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 bin/generate_counter.py -f atomics/
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
@@ -34,7 +36,7 @@ jobs:
git config user.name "publish bot"
git config --global push.default simple
git add README.md
git commit --allow-empty -m "updating atomics count in README.md [ci skip]"
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
+2 -24
View File
@@ -1,7 +1,7 @@
name: generate-docs
on:
push:
branches: ["master"]
branches: [ "master" ]
jobs:
generate-docs:
@@ -15,29 +15,7 @@ jobs:
uses: ruby/setup-ruby@v1
with:
ruby-version: 2.7
bundler-cache: true
- name: Generate and commit unique GUIDs for each atomic test
run: |
bin/generate-guids.rb
echo ""
echo ""
git status
echo ""
echo ""
git diff-index HEAD --
if git diff-index --quiet HEAD -- ; then
echo "Not committing GUID changes because there are no changes"
else
git config credential.helper 'cache --timeout=120'
git config user.email "opensource@redcanary.com"
git config user.name "Atomic Red Team GUID generator"
git add atomics
git commit -am "Generate GUIDs from job=$GITHUB_JOB branch=$GITHUB_REF_NAME [skip ci]"
git push origin $GITHUB_REF_NAME -f
fi
bundler-cache: true
- name: generate markdown docs for atomics
run: |
+2 -3
View File
@@ -24,8 +24,7 @@ jobs:
run: poetry install --no-interaction --no-root
- name: validate the format of atomics tests against the spec
run: |
poetry run python bin/validate/validate.py
run: poetry run python atomic_red_team/runner.py validate
upload:
runs-on: ubuntu-latest
@@ -62,7 +61,7 @@ jobs:
run: poetry install --no-interaction --no-root
- name: save labels and reviewers into a file.
run: |
poetry run python bin/generate_labels.py -t ${{ secrets.GITHUB_TOKEN }} -pr '${{steps.get_pr_number.outputs.result}}'
poetry run python atomic_red_team/runner.py generate-labels --pr '${{steps.get_pr_number.outputs.result}}' --token ${{ secrets.GITHUB_TOKEN }}
- uses: actions/upload-artifact@v4
with:
name: labels.json
View File
+5
View File
@@ -0,0 +1,5 @@
from os.path import dirname, realpath
base_path = dirname(dirname(realpath(__file__)))
atomics_path = f"{base_path}/atomics"
used_guids_file = f"{atomics_path}/used_guids.txt"
+45
View File
@@ -0,0 +1,45 @@
import re
import uuid
from typing import List
from ruamel.yaml import YAML
from common import used_guids_file
yaml = YAML(typ="safe")
def get_unique_guid(guids: List[str]):
# This function should return a unique GUID that's not in the used_guids_file.
guid = str(uuid.uuid4())
if guid not in guids:
with open(used_guids_file, "a") as f: # append mode
f.write(guid)
return guid
else:
return get_unique_guid(guids)
def generate_guids_for_yaml(path, get_guid):
with open(path, "r") as file:
og_text = file.read()
# Add the "auto_generated_guid:" element after the "- name:" element if it isn't already there
text = re.sub(
r"(?i)(^([ \t]*-[ \t]*)name:.*$(?!\s*auto_generated_guid))",
lambda m: f"{m.group(1)}\n{m.group(2).replace('-', ' ')}auto_generated_guid:",
og_text,
flags=re.MULTILINE,
)
# Fill the "auto_generated_guid:" element in if it doesn't contain a guid
text = re.sub(
r"(?i)^([ \t]*auto_generated_guid:)(?!([ \t]*[a-f0-9]{8}-[a-f0-9]{4}-4[a-f0-9]{3}-[89aAbB][a-f0-9]{3}-[a-f0-9]{12})).*$",
lambda m: f"{m.group(1)} {get_guid()}",
text,
flags=re.MULTILINE,
)
if text != og_text:
with open(path, "wb") as file:
# using wb mode instead of w. If not, the end of line characters are auto-converted to OS specific ones.
file.write(text.encode())
@@ -1,4 +1,3 @@
import argparse
import fnmatch
import json
import os
@@ -18,6 +17,7 @@ def get_technique_from_filename(filename):
@dataclass
class ChangedAtomic:
"""Returns atomic technique with test number which can be later used to run atomics in CI/CD pipelines."""
technique: str
test_number: int
data: dict
@@ -28,7 +28,7 @@ class SafeLineLoader(SafeLoader):
"""Add line number to each block of the atomic test."""
mapping = super(SafeLineLoader, self).construct_mapping(node, deep=deep)
# Add 1 so line numbering starts at 1
mapping['__line__'] = node.start_mark.line + 1
mapping["__line__"] = node.start_mark.line + 1
return mapping
@@ -43,7 +43,7 @@ class GithubAPI:
"iaas:aws": "cloud",
"iaas:azure": "cloud",
"office-365": "cloud",
"google-workspace":"cloud"
"google-workspace": "cloud",
}
maintainers = {
@@ -56,7 +56,7 @@ class GithubAPI:
"iaas:azure": ["patel-bhavin"],
"azure-ad": ["patel-bhavin"],
"google-workspace": ["patel-bhavin"],
"office-365": ["patel-bhavin"]
"office-365": ["patel-bhavin"],
}
def __init__(self, token):
@@ -67,7 +67,7 @@ class GithubAPI:
return {
"Authorization": f"Bearer {self.token}",
"X-GitHub-Api-Version": "2022-11-28",
"Accept": "application/vnd.github+json"
"Accept": "application/vnd.github+json",
}
def get_atomic_with_lines(self, file_url: str):
@@ -78,13 +78,18 @@ class GithubAPI:
def get_files_for_pr(self, pr):
"""Get new and modified files in the `atomics` directory changed in a PR."""
response = requests.get(f"https://api.github.com/repos/{os.getenv('GITHUB_REPOSITORY')}/pulls/{pr}/files",
headers=self.headers, timeout=15)
response = requests.get(
f"https://api.github.com/repos/{os.getenv('GITHUB_REPOSITORY')}/pulls/{pr}/files",
headers=self.headers,
timeout=15,
)
assert response.status_code == 200
files = response.json()
return filter(
lambda x: x["status"] in ["added", "modified"] and fnmatch.fnmatch(x["filename"], "atomics/T*/T*.yaml"),
files)
lambda x: x["status"] in ["added", "modified"]
and fnmatch.fnmatch(x["filename"], "atomics/T*/T*.yaml"),
files,
)
def get_tests_changed(self, pr: str):
"""Get all the tests changed in a PR"""
@@ -96,8 +101,10 @@ class GithubAPI:
technique = get_technique_from_filename(file["filename"])
if file["status"] == "added":
# New file; run the entire technique; Invoke-AtomicTest Txxxx
tests += [ChangedAtomic(technique=technique, test_number=index + 1, data=t)
for index, t in enumerate(data["atomic_tests"])]
tests += [
ChangedAtomic(technique=technique, test_number=index + 1, data=t)
for index, t in enumerate(data["atomic_tests"])
]
else:
changed_lines = []
count = 0
@@ -114,14 +121,21 @@ class GithubAPI:
atomics = data["atomic_tests"]
for index, t in enumerate(atomics):
curr_atomic_start = atomics[index]["__line__"]
if index+1<len(atomics):
curr_atomic_end = atomics[index+1]["__line__"]
if index + 1 < len(atomics):
curr_atomic_end = atomics[index + 1]["__line__"]
else:
curr_atomic_end = start+60
changes_in_current_atomic = [i for i in changed_lines if i > curr_atomic_start and i < curr_atomic_end]
curr_atomic_end = start + 60
changes_in_current_atomic = [
i
for i in changed_lines
if i > curr_atomic_start and i < curr_atomic_end
]
if len(changes_in_current_atomic) > 0:
tests.append(ChangedAtomic(technique=technique, test_number=index + 1,
data=t))
tests.append(
ChangedAtomic(
technique=technique, test_number=index + 1, data=t
)
)
return tests
@@ -145,20 +159,5 @@ class GithubAPI:
f.write(json.dumps(x))
with open("pr/labels.json", "w") as f:
j = {
"pr": pr,
"labels": labels,
"maintainers": maintainers
}
j = {"pr": pr, "labels": labels, "maintainers": maintainers}
f.write(json.dumps(j))
if __name__ == "__main__":
parser = argparse.ArgumentParser(description='Generate an SVG counter for a folder with a list of YAML files.')
parser.add_argument('-pr', '--pull-request', type=str,
help="Current pull request number")
parser.add_argument('-t', '--token', type=str, help="Github Token to be used")
args = parser.parse_args()
api = GithubAPI(args.token)
api.save_labels_and_maintainers(args.pull_request)
+208
View File
@@ -0,0 +1,208 @@
import re
from functools import reduce
from typing import Dict, List, Literal, Optional, Union
from uuid import UUID
from pydantic import (
AnyUrl,
BaseModel,
ConfigDict,
Field,
IPvAnyAddress,
StrictFloat,
StrictInt,
StringConstraints,
conlist,
constr,
field_serializer,
field_validator,
)
from pydantic_core import PydanticCustomError
from pydantic_core.core_schema import ValidationInfo
from typing_extensions import Annotated, TypedDict
InputArgType = Literal["url", "string", "float", "integer", "path"]
Platform = Literal[
"windows",
"macos",
"linux",
"office-365",
"azure-ad",
"google-workspace",
"saas",
"iaas",
"containers",
"iaas:gcp",
"iaas:azure",
"iaas:aws",
]
ExecutorType = Literal["manual", "powershell", "sh", "bash", "command_prompt"]
DomainName = Annotated[
str,
StringConstraints(
pattern=r"^(?:[a-z0-9](?:[a-z0-9-]{0,61}[a-z0-9])?\.)+[a-z0-9][a-z0-9-]{0,61}[a-z0-9]$"
),
]
AttackTechniqueID = Annotated[
str, StringConstraints(pattern=r"T\d{4}(?:\.\d{3})?", min_length=5)
]
def extract_mustached_keys(commands: List[Optional[str]]) -> List[str]:
result = []
for command in commands:
if command:
matches = re.finditer(r"#{(.*?)}", command, re.MULTILINE)
keys = [list(i.groups()) for i in matches]
keys = list(reduce(lambda x, y: x + y, keys, []))
result.extend(keys)
return list(set(result))
def get_supported_platform(platform: Platform):
platforms = {
"macos": "macOS",
"office-365": "Office 365",
"windows": "Windows",
"linux": "Linux",
"azure-ad": "Azure AD",
"iaas": "IaaS",
"saas": "SaaS",
"iaas:aws": "AWS",
"iaas:azure": "Azure",
"iaas:gcp": "GCP",
"google-workspace": "Google Workspace",
"containers": "Containers",
}
return platforms[platform]
def get_language(executor: ExecutorType):
if executor == "command_prompt":
return "cmd"
elif executor == "manual":
return ""
return executor
class BaseArgument(TypedDict):
description: str
class UrlArg(BaseArgument):
default: Optional[DomainName | AnyUrl | IPvAnyAddress]
type: Literal["url", "Url"]
@field_serializer("default")
def serialize_url(self, value):
return str(value)
class StringArg(BaseArgument):
default: Optional[str]
type: Literal["string", "path", "String", "Path"]
class IntArg(BaseArgument):
default: Optional[StrictInt]
type: Literal["integer", "Integer"]
class FloatArg(BaseArgument):
default: Optional[StrictFloat]
type: Literal["float", "Float"]
Argument = Annotated[
Union[FloatArg, IntArg, UrlArg, StringArg], Field(discriminator="type")
]
class Executor(BaseModel):
name: ExecutorType
elevation_required: bool = False
class ManualExecutor(Executor):
name: Literal["manual"]
steps: str = Field(..., min_length=10)
class CommandExecutor(Executor):
name: Literal["powershell", "sh", "bash", "command_prompt"]
command: constr(min_length=1)
cleanup_command: Optional[str] = None
class Dependency(BaseModel):
description: constr(min_length=1)
prereq_command: constr(min_length=1)
get_prereq_command: Optional[str]
class Atomic(BaseModel):
model_config = ConfigDict(
validate_default=True, extra="forbid", validate_assignment=True
)
test_number: Optional[str] = None
name: constr(min_length=1)
description: constr(min_length=1)
supported_platforms: conlist(Platform, min_length=1)
executor: Union[ManualExecutor, CommandExecutor] = Field(..., discriminator="name")
dependencies: Optional[List[Dependency]] = []
input_arguments: Optional[
Dict[constr(min_length=2, pattern=r"^[\w_-]+$"), Argument]
] = {}
dependency_executor_name: Optional[ExecutorType] = None
auto_generated_guid: Optional[UUID] = None
@classmethod
def extract_mustached_keys(cls, value: dict) -> List[str]:
commands = []
executor = value.get("executor")
if isinstance(executor, CommandExecutor):
commands = [executor.command, executor.cleanup_command]
if isinstance(executor, ManualExecutor):
commands = [executor.steps]
for d in value.get("dependencies") or []:
commands.extend([d.get_prereq_command, d.prereq_command])
return extract_mustached_keys(commands)
@field_validator("input_arguments", mode="before") # noqa
@classmethod
def validate(cls, v, info: ValidationInfo):
if v is None:
return v
atomic = info.data
keys = cls.extract_mustached_keys(atomic)
for key, _value in v.items():
if key not in keys:
raise PydanticCustomError(
"unused_input_argument",
f"'{key}' is not used in any of the commands",
{"loc": ["input_arguments", key], "input": key},
)
else:
keys.remove(key)
if len(keys) > 0:
for x in keys:
raise PydanticCustomError(
"missing_input_argument",
f"{x} is not defined in input_arguments",
{"loc": ["input_arguments"]},
)
return v
class Technique(BaseModel):
attack_technique: AttackTechniqueID
display_name: str = Field(..., min_length=5)
atomic_tests: List[Atomic] = Field(min_length=1)
def model_post_init(self, __context) -> None:
for index in range(len(self.atomic_tests)):
test_number = f"{self.attack_technique}-{index + 1}"
self.atomic_tests[index].test_number = test_number
+111
View File
@@ -0,0 +1,111 @@
import glob
import json
import os
import sys
import urllib.parse
from collections import defaultdict
from functools import partial
from typing import Annotated
import typer
from pydantic import ValidationError
from common import used_guids_file, atomics_path
from guid import (
generate_guids_for_yaml,
get_unique_guid,
)
from labels import GithubAPI
from models import Technique
from validator import Validator, format_validation_error, yaml
app = typer.Typer(help="Atomic Red Team Maintenance tool CLI helper")
@app.command()
def generate_guids():
"""Generates missing GUIDs for the atomic files"""
with open(used_guids_file, "r") as file:
used_guids = file.readlines()
for file in glob.glob(f"{atomics_path}/T*/T*.yaml"):
generate_guids_for_yaml(file, partial(get_unique_guid, guids=used_guids))
@app.command()
def generate_schemas():
"""Generates JSON and YAML schemas for techniques"""
schema = Technique.model_json_schema() # (1)!
with open("schema.yaml", "w") as f:
yaml.default_flow_style = False
yaml.dump(schema, f)
with open("schema.json", "w") as f:
f.write(json.dumps(schema, indent=2))
@app.command()
def generate_counter():
"""Generate atomic tests count svg"""
test_count = 0
for file in glob.glob(f"{atomics_path}/T*/T*.yaml"):
with open(file, "r") as f:
yaml_data = yaml.load(f)
if yaml_data is not None and "atomic_tests" in yaml_data:
test_count += len(yaml_data["atomic_tests"])
# Generate the shields.io badge URL
params = {"label": "Atomics", "message": str(test_count), "style": "flat"}
url = "https://img.shields.io/badge/{}-{}-{}.svg".format(
urllib.parse.quote_plus(params["label"]),
urllib.parse.quote_plus(params["message"]),
urllib.parse.quote_plus(params["style"]),
)
# Save shields URL in GitHub Output to be used in the next step.
with open(os.environ["GITHUB_OUTPUT"], "a") as fh:
print(f"result={url}", file=fh)
@app.command()
def generate_labels(
pull_request: Annotated[str, typer.Option("--pr")],
token: Annotated[str, typer.Option("--token")],
):
"""Generate labels for a pull request."""
api = GithubAPI(token)
api.save_labels_and_maintainers(pull_request)
@app.command()
def validate():
"""
Validate all the atomic techniques in a directory.
"""
validator = Validator()
errors = defaultdict(list)
for folder in glob.glob(f"{atomics_path}/atomics/T*"):
for item in os.scandir(folder):
try:
validator.validate(item)
except ValidationError as error:
errors[item.path].append(error)
if len(errors) == 0:
print("Validation successful")
else:
print("Validation failed")
for i, errors in errors.items():
print(f"Error occurred with {i.replace(f'{atomics_path}/', '')}.")
print("Each of the following are why it failed:")
for error in errors:
if isinstance(error, ValidationError):
for k, v in format_validation_error(error).items():
print(f"\n\tInvalid {'.'.join(map(str, v))}: {k}\n")
else:
print(f"\n\t{error}\n")
sys.exit(1)
if __name__ == "__main__":
app()
+113
View File
@@ -0,0 +1,113 @@
import collections
import fnmatch
from os import DirEntry
from pydantic import ValidationError
from pydantic_core import InitErrorDetails, PydanticCustomError
from ruamel.yaml import YAML
from common import atomics_path
from models import Technique
yaml = YAML(typ="safe")
def format_validation_error(error: ValidationError):
if len(error.errors()) == 1:
err = error.errors()[0]
message = ""
if err["input"] and err["type"] != "unused_input_argument":
message += f"{err['input']} - "
return {message + err["msg"]: err.get("loc")}
inputs = collections.defaultdict(set)
for e in error.errors():
# If it's a union type, then it generates multiple errors for the same input arguments.
# Here we collect only the common paths. For example,
# [( input_arguments, url_parsing),(input_arguments, string_mismatch)] => (input_arguments)
if len(inputs[e["input"]]) == 0:
inputs[e["input"]] = e.get("loc", tuple())
else:
inputs[e["input"]] = tuple(
[x for x in inputs[e["input"]] if x in e.get("loc", tuple())]
)
return dict(inputs)
class Validator:
def __init__(self):
used_guids_path = f"{atomics_path}/used_guids.txt"
with open(used_guids_path, "r") as f:
self.used_guids = [x.strip() for x in f.readlines()]
self.guids = []
def validate(self, obj: DirEntry):
if obj.is_file():
if fnmatch.fnmatch(obj.name, "*.y*ml"):
self.validate_file(obj)
if obj.is_dir():
self.validate_directory(obj)
def validate_file(self, file: DirEntry):
"""Performs file validation"""
self.validate_yaml_extension(file)
self.validate_atomic(file)
def validate_atomic(self, file: DirEntry):
"""Validates whether the defined input args are used."""
with open(file.path, "r") as f:
atomic = yaml.load(f)
technique = Technique(**atomic)
for index, t in enumerate(technique.atomic_tests):
if t.auto_generated_guid:
if t.auto_generated_guid not in self.guids:
self.guids.append(t.auto_generated_guid)
else:
raise ValidationError.from_exception_data(
"ValueError",
[
InitErrorDetails(
type=PydanticCustomError(
"reused_guid",
f"GUID {t.auto_generated_guid} reused for test {t.name}. GUIDs are auto generated. You can remove atomic_tests[{index}].auto_generated_guid",
),
loc=("atomic_tests", index, "auto_generated_guid"),
input=t.auto_generated_guid,
)
],
)
def validate_yaml_extension(self, file: DirEntry):
"""Validates the yaml extension"""
if fnmatch.fnmatch(file.path, "*.yml"):
raise ValidationError.from_exception_data(
"ValueError",
[
InitErrorDetails(
type=PydanticCustomError(
"invalid_filename",
"Rename file from .yml to .yaml",
),
loc=["filename"],
)
],
)
def validate_directory(self, directory: DirEntry):
"""Performs directory validation"""
self.validate_directory_path(directory)
def validate_directory_path(self, directory: DirEntry):
"""Validated whether the directory is allowed directory name (`src` or `bin`)"""
if directory.name not in ["src", "bin"]:
raise ValidationError.from_exception_data(
"ValueError",
[
InitErrorDetails(
type=PydanticCustomError(
"invalid_directory",
"Invalid path. `src` and `bin` are the only two directories supported.",
),
loc=["directory"],
)
],
)
-30
View File
@@ -1,30 +0,0 @@
#! /usr/bin/env ruby
$LOAD_PATH << "#{File.dirname(File.dirname(__FILE__))}/atomic_red_team" unless $LOAD_PATH.include? "#{File.dirname(File.dirname(__FILE__))}/atomic_red_team"
require 'yaml'
require 'atomic_red_team'
ATOMIC_RED_TEAM = AtomicRedTeam.new
USED_GUIDS_FILE = "#{File.dirname(File.dirname(__FILE__))}/atomics/used_guids.txt"
oks = []
fails = []
ATOMIC_RED_TEAM.atomic_test_paths.each do |path|
begin
print "Generating guids #{path}..."
ATOMIC_RED_TEAM.record_used_guids!(YAML.load_file(path), USED_GUIDS_FILE)
AtomicRedTeam.new.generate_guids_for_yaml!(path, USED_GUIDS_FILE)
oks << path
puts "OK"
rescue => ex
fails << path
puts "FAIL\n#{ex}\n"
end
end
puts
puts "#{oks.count + fails.count} techniques, #{fails.count} failures"
exit fails.count
-36
View File
@@ -1,36 +0,0 @@
import os
import argparse
import urllib.parse
import yaml
# Parse command line arguments
parser = argparse.ArgumentParser(description='Generate an SVG counter for a folder with a list of YAML files.')
parser.add_argument('-f', '--folder', metavar='FOLDER', type=str, default='atomics/', help='the folder to search for YAML files (default: atomics/)')
args = parser.parse_args()
# Find YAML files in the specified folder and subfolders
test_count = 0
for root, dirs, files in os.walk(args.folder):
for filename in files:
if filename.endswith('.yaml') and root.startswith(os.path.join(args.folder, 'T')):
with open(os.path.join(root, filename), 'r') as f:
yaml_data = yaml.safe_load(f)
if yaml_data is not None and 'atomic_tests' in yaml_data:
test_count += len(yaml_data['atomic_tests'])
# Generate the shields.io badge URL
params = {
'label': 'Atomics',
'message': str(test_count),
'style': 'flat'
}
url = 'https://img.shields.io/badge/{}-{}-{}.svg'.format(
urllib.parse.quote_plus(params['label']),
urllib.parse.quote_plus(params['message']),
urllib.parse.quote_plus(params['style'])
)
# Save shields URL in Github Output to be used in the next step.
with open(os.environ['GITHUB_OUTPUT'], 'a') as fh:
print(f'result={url}', file=fh)
-167
View File
@@ -1,167 +0,0 @@
# Validaton
We provide validation of each defined Atomic Red Team test in the form of a [JSON Schema](https://json-schema.org/). This schema defines the structure and format of an Atomic test.
- [Validaton](#validaton)
- [Validation Requirements](#validation-requirements)
- [atomic\_tests](#atomic_tests)
- [input\_arguments](#input_arguments)
- [dependencies](#dependencies)
- [dependency\_executor\_name](#dependency_executor_name)
- [executor](#executor)
- [Tooling \& Usage](#tooling--usage)
- [Error Messages (Ruby Version)](#error-messages-ruby-version)
- [Error Messages (Python version)](#error-messages-python-version)
We use this schema to validate the format of Atomics using a [GitHub Action](.../.github/workflows/validate-schema.yml) which runs on every push to the repository. If an Atomic fails validation, it is not allowed to be merged into the main branch.
```
📦atomics
┣ 📂T1234
┃ ┣ 📂T1234.md
┃ ┗ 📂T1234.yaml <-- This is where all the atomic tests live
┃ ┣ 📂src
┃ ┃ ┣ 📜payload1.sct <-- A paload file needed by one of the T1234 atomics (human readable)
┃ ┃ ┣ 📜payload2.dll <-- Another payload file needed by one of the T1234 atomics (binary)
```
In general, a set of atomic tests for a technique should never depend on payloads or supporting files from other atomic directories. We want to keep things nice and close. Use git symlinks if you really need to share files between techniques.
Atomic tests should be fully automated whenever possible, requiring no continued interaction. Include any needed options to execute the commands seamlessly, for example SysInternal's -accepteula option or any -q or -quiet modes.
## Validation Requirements
To explain the requirements around validation, we have broken down each main component.
Each yaml specification requires the following main level entities:
* attack_techniques - A Mitre ATT&CK Technique or Sub-Technique ID with a capital T.
* display_name - Name of the technique or sub-technique as defined by ATT&CK.
* atomic_tests - One or more Atomic tests for a technique / sub-technique.
### atomic_tests
Each `atomic_test` object must have the following fields defined:
|Property Name|Description|Data Type|Accepted Values|
|-------------|-----------|---------|---------------|
|name |The name of the test.|String|Any|
|description |A description about the test|String|Any|
|supported_platforms|One or more supported operating system platforms for this test. This is a list of supported_platforms and each must be unique.|List[String]|windows, macos, linux, office-365, azure-ad, google-workspace, saas, iaas, containers, iaas:gcp, iaas:azure, iaas:aws|
### input_arguments
Each defined test can supply one or more `input_arguments`. Please note that input arguments are not required and only optional. If you do provide a `input_argument` then each must be unique and contain a unique named property as well as sub-properties.
If your argument requires a String or null value you can use the following properties.
|Property Name|Description|Data Type|Accepted Values|
|-------------|-----------|---------|---------------|
|{unique_name}|A unique name for the input argument that will be referenced in commands|String|`^[a-zA-Z0-9_-]+$`|
|description |A description about the the input argument property|String|Any|
|type |The data type of the value for this property|String|Path, Url, String (please note the capitalization)|
|default |The default value for the argument|String or Null|Any|
If your argument requires a integer or float you can use the following properties.
|Property Name|Description|Data Type|Accepted Values|
|-------------|-----------|---------|---------------|
|{unique_name}|A unique name for the input argument that will be referenced in commands|String|`^[a-zA-Z0-9_-]+$`|
|description |A description about the the input argument property|String|Any|
|type |The data type of the value for this property|String|Integer, Float (please note the capitalization)|
|default |The default value for the argument|Number or Null|Any|
### dependencies
A list of dependies that must be met to successfully run this atomic. This is optional but if provided you must provide the following values for that dependency.
> You can supply more than 1 dependency. The `dependencies` property takes a list of dependencies.
|Property Name|Description|Data Type|Accepted Values|
|-------------|-----------|---------|---------------|
|description |A description about the the input argument property|String|Any|
|prereq_command|Commands to check if prerequisites for running this test are met. For the "command_prompt" executor, if any command returns a non-zero exit code, the pre-requisites are not met. For the "powershell" executor, all commands are run as a script block and the script block must return 0 for success.|String|Any|
|get_prereq_command|Commands to meet this prerequisite or a message describing how to meet this prereq|String|Any|
### dependency_executor_name
The executor for the prereq commands, defaults to the same executor used by the attack commands. This field is optional but must be one of the following values:
* command_prompt
* powershell
* sh
* bash
* manual
### executor
The `executor` propery contains a list of unique executors for each environment that the test belongs to or has defined definitions for.
Each defined `executor` can define the following properties.
|Property Name|Description|Data Type|Accepted Values|
|-------------|-----------|---------|---------------|
|name |The name of the executor to use to execute this command sequence.|String|command_prompt, sh, bash, powershell, aws, az, gcloud, kubectl|
|command |The command string to execute.|String|Any|
Each executor can also have the following fields, but these are only specified when needed.
|Property Name|Description|Data Type|Accepted Values|
|-------------|-----------|---------|---------------|
|elevation_required|indicates whether command must be run with admin privileges.|Bool|true or false|
|cleanup_command |The command string to execute to cleanup the system after executing the command above.|String|Any|
You can also specify the executor type of `manual`. The manual executor requires another field called `steps` which is a list of manual steps that the user must take to perform an action.
## Tooling & Usage
There are two main entrypoints to validate atomics. You can do so manually by cloning the repository and running the [validate.rb](validate.rb).
```ruby
ruby ./bin/validate/validate.rb
```
Additionally, the validation script will run on each push to the repository using the provided GitHub Action.
## Error Messages (Ruby Version)
TODO
## Error Messages (Python version)
A typical error message when validation fails looks like the following:
```bash
{'description': 'Daily scheduled task execution time', 'type': 'string', 'default': '07:45'} is not valid under any of the given schemas
Failed validating 'anyOf' in schema['properties']['atomic_tests']['items']['properties']['input_arguments']['patternProperties']['^[a-zA-Z0-9]*$']:
{'anyOf': [{'properties': {'default': {'type': ['string', 'null']},
'description': {'type': 'string'},
'type': {'enum': ['Path', 'Url', 'String'],
'type': 'string'}},
'type': 'object'},
{'properties': {'default': {'type': ['number', 'null']},
'description': {'type': 'string'},
'type': {'enum': ['Integer', 'Float'],
'type': 'string'}},
'required': ['description', 'type', 'default'],
'type': 'object'}],
'type': 'object'}
On instance['atomic_tests'][6]['input_arguments']['time']:
{'default': '07:45',
'description': 'Daily scheduled task execution time',
'type': 'string'}
```
With this error, it may be unclear exactly why the validation failed. That is why we have formatted the output to parse this error to make it more readable. For example, the parsed version is
```bash
Error occurred with ./atomics/T1053.005/T1053.005.yaml.
Each of the following are why it failed:
'string' is not one of ['Path', 'Url', 'String']
The JSON Path is $.atomic_tests[6].input_arguments.time
```
-156
View File
@@ -1,156 +0,0 @@
$id: https://json-schema.org/draft/2020-12/schema
title: Atomic Schema
description: A schema for atomics within the atomic-red-team project
type: object
properties:
attack_technique:
description: A MITRE ATT&CK Technique ID with a capital T
type: string
format: technique_id
pattern: T[\.\d]{4,8}
display_name:
description: Name of the technique as defined by ATT&CK.
type: string
atomic_tests:
description: One or more Atomic tests for a technique
type: array
items:
$ref: "#/$defs/test"
minItems: 1
uniqueItems: true
$defs:
test:
type: object
additionalProperties: false
required:
- name
- description
- supported_platforms
- executor
properties:
name:
type: string
description: The name of the test.
auto_generated_guid:
type: string
description: A unique test GUID
description:
type: string
description: A description about the test
supported_platforms:
type: array
description: One or more supported operating system platforms for this test
uniqueItems: true
items:
type: string
enum:
- windows
- macos
- linux
- office-365
- azure-ad
- google-workspace
- saas
- iaas
- containers
- iaas:gcp
- iaas:azure
- iaas:aws
input_arguments:
type: object
additionalProperties: false
properties:
"/": {}
patternProperties:
"^[\\w-]+$":
type: object
required:
- description
properties:
description:
type: string
anyOf:
- required:
- type
properties:
type:
type: string
enum:
- integer
- float
- Integer
- Float
default:
type:
- number
- "null"
- required:
- type
properties:
type:
type: string
enum:
- path
- url
- string
- Path
- Url
- String
default:
type:
- string
- "null"
dependency_executor_name:
type: string
enum:
- command_prompt
- powershell
- sh
- bash
- manual
dependencies:
type: array
unique: true
items:
type: object
properties:
description:
type: string
prereq_command:
type: string
get_prereq_command:
type: string
required:
- description
- prereq_command
- get_prereq_command
executor:
type: object
required:
- name
properties:
name:
type: string
enum:
- command_prompt
- powershell
- sh
- bash
- manual
oneOf:
- required:
- command
properties:
elevation_required:
type: boolean
command:
type: string
cleanup_command:
type:
- string
- "null"
- required:
- steps
properties:
steps:
type: string
-168
View File
@@ -1,168 +0,0 @@
import fnmatch
import glob
import os
from os import DirEntry
import sys
from jsonschema import validate, ValidationError
from collections import defaultdict
from ruamel.yaml import YAML
yaml = YAML(typ="safe")
class BaseError(Exception):
def __init__(self, path):
self.path = path
class InvalidPath(BaseError):
def __str__(self):
return "Invalid path. `src` and `bin` are the only two directories supported."
class InvalidFileName(BaseError):
def __str__(self):
return "Invalid filename. Rename file from .yml to .yaml"
class ReusedGuid(BaseError):
def __init__(self, path, guid, test_number):
super().__init__(path)
self.guid = guid
self.test_number = test_number
def __str__(self):
return (
f"GUID {self.guid} reused for test {self.test_number}. GUIDs are auto generated."
f"You can remove atomic_tests[{self.test_number}].auto_generated_guid"
)
class UnusedArgument(BaseError):
def __init__(self, path, argument, test_number):
super().__init__(path)
self.argument = argument
self.test_number = test_number
def __str__(self):
return f"Unused Input Argument {self.argument} for test number {self.test_number}"
class Validator:
errors = defaultdict(list)
def __init__(self):
schema_path = f"{os.path.dirname(os.path.abspath(__file__))}/atomic-red-team.schema.yaml"
used_guids_path = "./atomics/used_guids.txt"
with open(used_guids_path, "r") as f:
self.used_guids = [x.strip() for x in f.readlines()]
with open(schema_path, "r") as f:
self.schema = yaml.load(f)
self.guids = []
def validate(self, obj: DirEntry):
if obj.is_file():
if fnmatch.fnmatch(obj.name, "*.y*ml"):
self.validate_file(obj)
if obj.is_dir():
self.validate_directory(obj)
def validate_file(self, file: DirEntry):
"""Performs file validation"""
self.validate_yaml_extension(file)
self.validate_atomic(file)
self.validate_json_schema(file)
def validate_atomic(self, file: DirEntry):
"""Validates whether the defined input args are used."""
with open(file.path, "r") as f:
atomic = yaml.load(f)
for index, t in enumerate(atomic["atomic_tests"]):
if t.get("auto_generated_guid"):
if t["auto_generated_guid"] not in self.guids:
self.guids.append(t["auto_generated_guid"])
else:
self.errors[file.path].append(
ReusedGuid(file.path, t["auto_generated_guid"], index + 1)
)
if args := t.get("input_arguments"):
for k in list(args.keys()):
variable = f"#{{{k}}}"
executor = t.get("executor", {})
deps = t.get("dependencies", [])
if executor:
commands = [
executor.get("command"),
executor.get("cleanup_command"),
executor.get("steps"),
]
if deps:
commands += [d.get("get_prereq_command") for d in deps]
commands += [d.get("prereq_command") for d in deps]
commands = list(filter(lambda x: x is not None, commands))
if not any([variable in c for c in commands]):
self.errors[file.path].append(UnusedArgument(file.path, k, index + 1))
def validate_yaml_extension(self, file: DirEntry):
"""Validates the yaml extension"""
if fnmatch.fnmatch(file.path, "*.yml"):
self.errors[file.path].append(InvalidFileName(file.path))
def validate_json_schema(self, file: DirEntry):
"""Validates the yaml file against the schema."""
with open(file.path, "r") as f:
atomic = yaml.load(f)
try:
validate(
instance=atomic,
schema=self.schema
)
except Exception as e:
self.errors[file.path].append(e)
def validate_directory(self, directory: DirEntry):
"""Performs directory validation"""
self.validate_directory_path(directory)
def validate_directory_path(self, directory: DirEntry):
"""Validated whether the directory is allowed directory name (`src` or `bin`)"""
if directory.name not in ["src", "bin"]:
self.errors[directory.path].append(InvalidPath(directory.path))
def print_errors(self):
"""Output errors in a human friendly way."""
for i, errors in self.errors.items():
print(f"Error occurred with {i}.")
print("Each of the following are why it failed:")
for error in errors:
if isinstance(error, BaseError):
print(f"\n\t{error}\n")
elif isinstance(error, ValidationError):
if "auto_generated_guid" in error.json_path:
print(f"\n\tGUIDs are auto generated. You can remove {error.json_path}\n")
else:
if (context := error.context) and len(context) > 0:
print("\n\tIt failed because of one of the following reasons:")
messages = '\n\t\t'.join([c.message for c in context])
print(f"\n\t\t{messages}")
else:
print(f"\n\t{error}\n")
print(f"\nThe JSON Path is {error.json_path}\n")
else:
print(f"\n\t{error}\n")
validator = Validator()
for folder in glob.glob('./atomics/T*'):
for item in os.scandir(folder):
validator.validate(item)
if len(validator.errors) > 0:
print("Validation Failed")
validator.print_errors()
sys.exit(1)
else:
print("Validation Successful")
Generated
+374 -130
View File
@@ -1,32 +1,44 @@
# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
[[package]]
name = "annotated-types"
version = "0.6.0"
description = "Reusable constraint types to use with typing.Annotated"
optional = false
python-versions = ">=3.8"
files = [
{file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
{file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
]
[[package]]
name = "attrs"
version = "23.1.0"
version = "23.2.0"
description = "Classes Without Boilerplate"
optional = false
python-versions = ">=3.7"
files = [
{file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
{file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
{file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
{file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
]
[package.extras]
cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
dev = ["attrs[docs,tests]", "pre-commit"]
dev = ["attrs[tests]", "pre-commit"]
docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
tests = ["attrs[tests-no-zope]", "zope-interface"]
tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
[[package]]
name = "certifi"
version = "2023.11.17"
version = "2024.2.2"
description = "Python package for providing Mozilla's CA Bundle."
optional = false
python-versions = ">=3.6"
files = [
{file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
{file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
{file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
{file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
]
[[package]]
@@ -128,6 +140,31 @@ files = [
{file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
]
[[package]]
name = "click"
version = "8.1.7"
description = "Composable command line interface toolkit"
optional = false
python-versions = ">=3.7"
files = [
{file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
{file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
]
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
[[package]]
name = "colorama"
version = "0.4.6"
description = "Cross-platform colored terminal text."
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
files = [
{file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
{file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
]
[[package]]
name = "idna"
version = "3.6"
@@ -162,18 +199,178 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
[[package]]
name = "jsonschema-specifications"
version = "2023.11.1"
version = "2023.12.1"
description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
optional = false
python-versions = ">=3.8"
files = [
{file = "jsonschema_specifications-2023.11.1-py3-none-any.whl", hash = "sha256:f596778ab612b3fd29f72ea0d990393d0540a5aab18bf0407a46632eab540779"},
{file = "jsonschema_specifications-2023.11.1.tar.gz", hash = "sha256:c9b234904ffe02f079bf91b14d79987faa685fd4b39c377a0996954c0090b9ca"},
{file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"},
{file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"},
]
[package.dependencies]
referencing = ">=0.31.0"
[[package]]
name = "markdown-it-py"
version = "3.0.0"
description = "Python port of markdown-it. Markdown parsing, done right!"
optional = false
python-versions = ">=3.8"
files = [
{file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
{file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
]
[package.dependencies]
mdurl = ">=0.1,<1.0"
[package.extras]
benchmarking = ["psutil", "pytest", "pytest-benchmark"]
code-style = ["pre-commit (>=3.0,<4.0)"]
compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
linkify = ["linkify-it-py (>=1,<3)"]
plugins = ["mdit-py-plugins"]
profiling = ["gprof2dot"]
rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
[[package]]
name = "mdurl"
version = "0.1.2"
description = "Markdown URL utilities"
optional = false
python-versions = ">=3.7"
files = [
{file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
{file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
]
[[package]]
name = "pydantic"
version = "2.6.4"
description = "Data validation using Python type hints"
optional = false
python-versions = ">=3.8"
files = [
{file = "pydantic-2.6.4-py3-none-any.whl", hash = "sha256:cc46fce86607580867bdc3361ad462bab9c222ef042d3da86f2fb333e1d916c5"},
{file = "pydantic-2.6.4.tar.gz", hash = "sha256:b1704e0847db01817624a6b86766967f552dd9dbf3afba4004409f908dcc84e6"},
]
[package.dependencies]
annotated-types = ">=0.4.0"
pydantic-core = "2.16.3"
typing-extensions = ">=4.6.1"
[package.extras]
email = ["email-validator (>=2.0.0)"]
[[package]]
name = "pydantic-core"
version = "2.16.3"
description = ""
optional = false
python-versions = ">=3.8"
files = [
{file = "pydantic_core-2.16.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:75b81e678d1c1ede0785c7f46690621e4c6e63ccd9192af1f0bd9d504bbb6bf4"},
{file = "pydantic_core-2.16.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9c865a7ee6f93783bd5d781af5a4c43dadc37053a5b42f7d18dc019f8c9d2bd1"},
{file = "pydantic_core-2.16.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:162e498303d2b1c036b957a1278fa0899d02b2842f1ff901b6395104c5554a45"},
{file = "pydantic_core-2.16.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2f583bd01bbfbff4eaee0868e6fc607efdfcc2b03c1c766b06a707abbc856187"},
{file = "pydantic_core-2.16.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b926dd38db1519ed3043a4de50214e0d600d404099c3392f098a7f9d75029ff8"},
{file = "pydantic_core-2.16.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:716b542728d4c742353448765aa7cdaa519a7b82f9564130e2b3f6766018c9ec"},
{file = "pydantic_core-2.16.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc4ad7f7ee1a13d9cb49d8198cd7d7e3aa93e425f371a68235f784e99741561f"},
{file = "pydantic_core-2.16.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:bd87f48924f360e5d1c5f770d6155ce0e7d83f7b4e10c2f9ec001c73cf475c99"},
{file = "pydantic_core-2.16.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:0df446663464884297c793874573549229f9eca73b59360878f382a0fc085979"},
{file = "pydantic_core-2.16.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:4df8a199d9f6afc5ae9a65f8f95ee52cae389a8c6b20163762bde0426275b7db"},
{file = "pydantic_core-2.16.3-cp310-none-win32.whl", hash = "sha256:456855f57b413f077dff513a5a28ed838dbbb15082ba00f80750377eed23d132"},
{file = "pydantic_core-2.16.3-cp310-none-win_amd64.whl", hash = "sha256:732da3243e1b8d3eab8c6ae23ae6a58548849d2e4a4e03a1924c8ddf71a387cb"},
{file = "pydantic_core-2.16.3-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:519ae0312616026bf4cedc0fe459e982734f3ca82ee8c7246c19b650b60a5ee4"},
{file = "pydantic_core-2.16.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b3992a322a5617ded0a9f23fd06dbc1e4bd7cf39bc4ccf344b10f80af58beacd"},
{file = "pydantic_core-2.16.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8d62da299c6ecb04df729e4b5c52dc0d53f4f8430b4492b93aa8de1f541c4aac"},
{file = "pydantic_core-2.16.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2acca2be4bb2f2147ada8cac612f8a98fc09f41c89f87add7256ad27332c2fda"},
{file = "pydantic_core-2.16.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1b662180108c55dfbf1280d865b2d116633d436cfc0bba82323554873967b340"},
{file = "pydantic_core-2.16.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e7c6ed0dc9d8e65f24f5824291550139fe6f37fac03788d4580da0d33bc00c97"},
{file = "pydantic_core-2.16.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a6b1bb0827f56654b4437955555dc3aeeebeddc47c2d7ed575477f082622c49e"},
{file = "pydantic_core-2.16.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e56f8186d6210ac7ece503193ec84104da7ceb98f68ce18c07282fcc2452e76f"},
{file = "pydantic_core-2.16.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:936e5db01dd49476fa8f4383c259b8b1303d5dd5fb34c97de194560698cc2c5e"},
{file = "pydantic_core-2.16.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:33809aebac276089b78db106ee692bdc9044710e26f24a9a2eaa35a0f9fa70ba"},
{file = "pydantic_core-2.16.3-cp311-none-win32.whl", hash = "sha256:ded1c35f15c9dea16ead9bffcde9bb5c7c031bff076355dc58dcb1cb436c4721"},
{file = "pydantic_core-2.16.3-cp311-none-win_amd64.whl", hash = "sha256:d89ca19cdd0dd5f31606a9329e309d4fcbb3df860960acec32630297d61820df"},
{file = "pydantic_core-2.16.3-cp311-none-win_arm64.whl", hash = "sha256:6162f8d2dc27ba21027f261e4fa26f8bcb3cf9784b7f9499466a311ac284b5b9"},
{file = "pydantic_core-2.16.3-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:0f56ae86b60ea987ae8bcd6654a887238fd53d1384f9b222ac457070b7ac4cff"},
{file = "pydantic_core-2.16.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c9bd22a2a639e26171068f8ebb5400ce2c1bc7d17959f60a3b753ae13c632975"},
{file = "pydantic_core-2.16.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4204e773b4b408062960e65468d5346bdfe139247ee5f1ca2a378983e11388a2"},
{file = "pydantic_core-2.16.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:f651dd19363c632f4abe3480a7c87a9773be27cfe1341aef06e8759599454120"},
{file = "pydantic_core-2.16.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aaf09e615a0bf98d406657e0008e4a8701b11481840be7d31755dc9f97c44053"},
{file = "pydantic_core-2.16.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8e47755d8152c1ab5b55928ab422a76e2e7b22b5ed8e90a7d584268dd49e9c6b"},
{file = "pydantic_core-2.16.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:500960cb3a0543a724a81ba859da816e8cf01b0e6aaeedf2c3775d12ee49cade"},
{file = "pydantic_core-2.16.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:cf6204fe865da605285c34cf1172879d0314ff267b1c35ff59de7154f35fdc2e"},
{file = "pydantic_core-2.16.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:d33dd21f572545649f90c38c227cc8631268ba25c460b5569abebdd0ec5974ca"},
{file = "pydantic_core-2.16.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:49d5d58abd4b83fb8ce763be7794d09b2f50f10aa65c0f0c1696c677edeb7cbf"},
{file = "pydantic_core-2.16.3-cp312-none-win32.whl", hash = "sha256:f53aace168a2a10582e570b7736cc5bef12cae9cf21775e3eafac597e8551fbe"},
{file = "pydantic_core-2.16.3-cp312-none-win_amd64.whl", hash = "sha256:0d32576b1de5a30d9a97f300cc6a3f4694c428d956adbc7e6e2f9cad279e45ed"},
{file = "pydantic_core-2.16.3-cp312-none-win_arm64.whl", hash = "sha256:ec08be75bb268473677edb83ba71e7e74b43c008e4a7b1907c6d57e940bf34b6"},
{file = "pydantic_core-2.16.3-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:b1f6f5938d63c6139860f044e2538baeee6f0b251a1816e7adb6cbce106a1f01"},
{file = "pydantic_core-2.16.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2a1ef6a36fdbf71538142ed604ad19b82f67b05749512e47f247a6ddd06afdc7"},
{file = "pydantic_core-2.16.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:704d35ecc7e9c31d48926150afada60401c55efa3b46cd1ded5a01bdffaf1d48"},
{file = "pydantic_core-2.16.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d937653a696465677ed583124b94a4b2d79f5e30b2c46115a68e482c6a591c8a"},
{file = "pydantic_core-2.16.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c9803edf8e29bd825f43481f19c37f50d2b01899448273b3a7758441b512acf8"},
{file = "pydantic_core-2.16.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:72282ad4892a9fb2da25defeac8c2e84352c108705c972db82ab121d15f14e6d"},
{file = "pydantic_core-2.16.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f752826b5b8361193df55afcdf8ca6a57d0232653494ba473630a83ba50d8c9"},
{file = "pydantic_core-2.16.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:4384a8f68ddb31a0b0c3deae88765f5868a1b9148939c3f4121233314ad5532c"},
{file = "pydantic_core-2.16.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:a4b2bf78342c40b3dc830880106f54328928ff03e357935ad26c7128bbd66ce8"},
{file = "pydantic_core-2.16.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:13dcc4802961b5f843a9385fc821a0b0135e8c07fc3d9949fd49627c1a5e6ae5"},
{file = "pydantic_core-2.16.3-cp38-none-win32.whl", hash = "sha256:e3e70c94a0c3841e6aa831edab1619ad5c511199be94d0c11ba75fe06efe107a"},
{file = "pydantic_core-2.16.3-cp38-none-win_amd64.whl", hash = "sha256:ecdf6bf5f578615f2e985a5e1f6572e23aa632c4bd1dc67f8f406d445ac115ed"},
{file = "pydantic_core-2.16.3-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:bda1ee3e08252b8d41fa5537413ffdddd58fa73107171a126d3b9ff001b9b820"},
{file = "pydantic_core-2.16.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:21b888c973e4f26b7a96491c0965a8a312e13be108022ee510248fe379a5fa23"},
{file = "pydantic_core-2.16.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:be0ec334369316fa73448cc8c982c01e5d2a81c95969d58b8f6e272884df0074"},
{file = "pydantic_core-2.16.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b5b6079cc452a7c53dd378c6f881ac528246b3ac9aae0f8eef98498a75657805"},
{file = "pydantic_core-2.16.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7ee8d5f878dccb6d499ba4d30d757111847b6849ae07acdd1205fffa1fc1253c"},
{file = "pydantic_core-2.16.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7233d65d9d651242a68801159763d09e9ec96e8a158dbf118dc090cd77a104c9"},
{file = "pydantic_core-2.16.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c6119dc90483a5cb50a1306adb8d52c66e447da88ea44f323e0ae1a5fcb14256"},
{file = "pydantic_core-2.16.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:578114bc803a4c1ff9946d977c221e4376620a46cf78da267d946397dc9514a8"},
{file = "pydantic_core-2.16.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:d8f99b147ff3fcf6b3cc60cb0c39ea443884d5559a30b1481e92495f2310ff2b"},
{file = "pydantic_core-2.16.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:4ac6b4ce1e7283d715c4b729d8f9dab9627586dafce81d9eaa009dd7f25dd972"},
{file = "pydantic_core-2.16.3-cp39-none-win32.whl", hash = "sha256:e7774b570e61cb998490c5235740d475413a1f6de823169b4cf94e2fe9e9f6b2"},
{file = "pydantic_core-2.16.3-cp39-none-win_amd64.whl", hash = "sha256:9091632a25b8b87b9a605ec0e61f241c456e9248bfdcf7abdf344fdb169c81cf"},
{file = "pydantic_core-2.16.3-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:36fa178aacbc277bc6b62a2c3da95226520da4f4e9e206fdf076484363895d2c"},
{file = "pydantic_core-2.16.3-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:dcca5d2bf65c6fb591fff92da03f94cd4f315972f97c21975398bd4bd046854a"},
{file = "pydantic_core-2.16.3-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2a72fb9963cba4cd5793854fd12f4cfee731e86df140f59ff52a49b3552db241"},
{file = "pydantic_core-2.16.3-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b60cc1a081f80a2105a59385b92d82278b15d80ebb3adb200542ae165cd7d183"},
{file = "pydantic_core-2.16.3-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:cbcc558401de90a746d02ef330c528f2e668c83350f045833543cd57ecead1ad"},
{file = "pydantic_core-2.16.3-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:fee427241c2d9fb7192b658190f9f5fd6dfe41e02f3c1489d2ec1e6a5ab1e04a"},
{file = "pydantic_core-2.16.3-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:f4cb85f693044e0f71f394ff76c98ddc1bc0953e48c061725e540396d5c8a2e1"},
{file = "pydantic_core-2.16.3-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:b29eeb887aa931c2fcef5aa515d9d176d25006794610c264ddc114c053bf96fe"},
{file = "pydantic_core-2.16.3-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:a425479ee40ff021f8216c9d07a6a3b54b31c8267c6e17aa88b70d7ebd0e5e5b"},
{file = "pydantic_core-2.16.3-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:5c5cbc703168d1b7a838668998308018a2718c2130595e8e190220238addc96f"},
{file = "pydantic_core-2.16.3-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:99b6add4c0b39a513d323d3b93bc173dac663c27b99860dd5bf491b240d26137"},
{file = "pydantic_core-2.16.3-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:75f76ee558751746d6a38f89d60b6228fa174e5172d143886af0f85aa306fd89"},
{file = "pydantic_core-2.16.3-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:00ee1c97b5364b84cb0bd82e9bbf645d5e2871fb8c58059d158412fee2d33d8a"},
{file = "pydantic_core-2.16.3-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:287073c66748f624be4cef893ef9174e3eb88fe0b8a78dc22e88eca4bc357ca6"},
{file = "pydantic_core-2.16.3-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:ed25e1835c00a332cb10c683cd39da96a719ab1dfc08427d476bce41b92531fc"},
{file = "pydantic_core-2.16.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:86b3d0033580bd6bbe07590152007275bd7af95f98eaa5bd36f3da219dcd93da"},
{file = "pydantic_core-2.16.3.tar.gz", hash = "sha256:1cac689f80a3abab2d3c0048b29eea5751114054f032a941a32de4c852c59cad"},
]
[package.dependencies]
typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
[[package]]
name = "pygments"
version = "2.17.2"
description = "Pygments is a syntax highlighting package written in Python."
optional = false
python-versions = ">=3.7"
files = [
{file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
{file = "pygments-2.17.2.tar.gz", hash = "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"},
]
[package.extras]
plugins = ["importlib-metadata"]
windows-terminal = ["colorama (>=0.4.6)"]
[[package]]
name = "pyyaml"
version = "6.0.1"
@@ -186,7 +383,6 @@ files = [
{file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:69b023b2b4daa7548bcfbd4aa3da05b3a74b772db9e23b982788168117739938"},
{file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:81e0b275a9ecc9c0c0c07b4b90ba548307583c125f54d5b6946cfee6360c733d"},
{file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515"},
{file = "PyYAML-6.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:326c013efe8048858a6d312ddd31d56e468118ad4cdeda36c719bf5bb6192290"},
{file = "PyYAML-6.0.1-cp310-cp310-win32.whl", hash = "sha256:bd4af7373a854424dabd882decdc5579653d7868b8fb26dc7d0e99f823aa5924"},
{file = "PyYAML-6.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d"},
{file = "PyYAML-6.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6965a7bc3cf88e5a1c3bd2e0b5c22f8d677dc88a455344035f03399034eb3007"},
@@ -194,16 +390,8 @@ files = [
{file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42f8152b8dbc4fe7d96729ec2b99c7097d656dc1213a3229ca5383f973a5ed6d"},
{file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:062582fca9fabdd2c8b54a3ef1c978d786e0f6b3a1510e0ac93ef59e0ddae2bc"},
{file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673"},
{file = "PyYAML-6.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b"},
{file = "PyYAML-6.0.1-cp311-cp311-win32.whl", hash = "sha256:1635fd110e8d85d55237ab316b5b011de701ea0f29d07611174a1b42f1444741"},
{file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
{file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
{file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
{file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
{file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
{file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
{file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
{file = "PyYAML-6.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:0d3304d8c0adc42be59c5f8a4d9e3d7379e6955ad754aa9d6ab7a398b59dd1df"},
{file = "PyYAML-6.0.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:50550eb667afee136e9a77d6dc71ae76a44df8b3e51e41b77f6de2932bfe0f47"},
{file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fe35611261b29bd1de0070f0b2f47cb6ff71fa6595c077e42bd0c419fa27b98"},
{file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:704219a11b772aea0d8ecd7058d0082713c3562b4e271b849ad7dc4a5c90c13c"},
@@ -220,7 +408,6 @@ files = [
{file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0cd17c15d3bb3fa06978b4e8958dcdc6e0174ccea823003a106c7d4d7899ac5"},
{file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:28c119d996beec18c05208a8bd78cbe4007878c6dd15091efb73a30e90539696"},
{file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735"},
{file = "PyYAML-6.0.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:49a183be227561de579b4a36efbb21b3eab9651dd81b1858589f796549873dd6"},
{file = "PyYAML-6.0.1-cp38-cp38-win32.whl", hash = "sha256:184c5108a2aca3c5b3d3bf9395d50893a7ab82a38004c8f61c258d4428e80206"},
{file = "PyYAML-6.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:1e2722cc9fbb45d9b87631ac70924c11d3a401b2d7f410cc0e3bbf249f2dca62"},
{file = "PyYAML-6.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9eb6caa9a297fc2c2fb8862bc5370d0303ddba53ba97e71f08023b6cd73d16a8"},
@@ -228,7 +415,6 @@ files = [
{file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5773183b6446b2c99bb77e77595dd486303b4faab2b086e7b17bc6bef28865f6"},
{file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b786eecbdf8499b9ca1d697215862083bd6d2a99965554781d0d8d1ad31e13a0"},
{file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc1bf2925a1ecd43da378f4db9e4f799775d6367bdb94671027b73b393a7c42c"},
{file = "PyYAML-6.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:04ac92ad1925b2cff1db0cfebffb6ffc43457495c9b3c39d3fcae417d7125dc5"},
{file = "PyYAML-6.0.1-cp39-cp39-win32.whl", hash = "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c"},
{file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"},
{file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
@@ -236,13 +422,13 @@ files = [
[[package]]
name = "referencing"
version = "0.31.0"
version = "0.34.0"
description = "JSON Referencing + Python"
optional = false
python-versions = ">=3.8"
files = [
{file = "referencing-0.31.0-py3-none-any.whl", hash = "sha256:381b11e53dd93babb55696c71cf42aef2d36b8a150c49bf0bc301e36d536c882"},
{file = "referencing-0.31.0.tar.gz", hash = "sha256:cc28f2c88fbe7b961a7817a0abc034c09a1e36358f82fedb4ffdf29a25398863"},
{file = "referencing-0.34.0-py3-none-any.whl", hash = "sha256:d53ae300ceddd3169f1ffa9caf2cb7b769e92657e4fafb23d34b93679116dfd4"},
{file = "referencing-0.34.0.tar.gz", hash = "sha256:5773bd84ef41799a5a8ca72dc34590c041eb01bf9aa02632b4a973fb0181a844"},
]
[package.dependencies]
@@ -270,112 +456,130 @@ urllib3 = ">=1.21.1,<3"
socks = ["PySocks (>=1.5.6,!=1.5.7)"]
use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
[[package]]
name = "rich"
version = "13.7.1"
description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
optional = false
python-versions = ">=3.7.0"
files = [
{file = "rich-13.7.1-py3-none-any.whl", hash = "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222"},
{file = "rich-13.7.1.tar.gz", hash = "sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432"},
]
[package.dependencies]
markdown-it-py = ">=2.2.0"
pygments = ">=2.13.0,<3.0.0"
[package.extras]
jupyter = ["ipywidgets (>=7.5.1,<9)"]
[[package]]
name = "rpds-py"
version = "0.13.1"
version = "0.18.0"
description = "Python bindings to Rust's persistent data structures (rpds)"
optional = false
python-versions = ">=3.8"
files = [
{file = "rpds_py-0.13.1-cp310-cp310-macosx_10_7_x86_64.whl", hash = "sha256:83feb0f682d75a09ddc11aa37ba5c07dd9b824b22915207f6176ea458474ff75"},
{file = "rpds_py-0.13.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fa84bbe22ffa108f91631935c28a623001e335d66e393438258501e618fb0dde"},
{file = "rpds_py-0.13.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e04f8c76b8d5c70695b4e8f1d0b391d8ef91df00ef488c6c1ffb910176459bc6"},
{file = "rpds_py-0.13.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:032c242a595629aacace44128f9795110513ad27217b091e834edec2fb09e800"},
{file = "rpds_py-0.13.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:91276caef95556faeb4b8f09fe4439670d3d6206fee78d47ddb6e6de837f0b4d"},
{file = "rpds_py-0.13.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d22f2cb82e0b40e427a74a93c9a4231335bbc548aed79955dde0b64ea7f88146"},
{file = "rpds_py-0.13.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63c9e2794329ef070844ff9bfc012004aeddc0468dc26970953709723f76c8a5"},
{file = "rpds_py-0.13.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c797ea56f36c6f248656f0223b11307fdf4a1886f3555eba371f34152b07677f"},
{file = "rpds_py-0.13.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:82dbcd6463e580bcfb7561cece35046aaabeac5a9ddb775020160b14e6c58a5d"},
{file = "rpds_py-0.13.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:736817dbbbd030a69a1faf5413a319976c9c8ba8cdcfa98c022d3b6b2e01eca6"},
{file = "rpds_py-0.13.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:1f36a1e80ef4ed1996445698fd91e0d3e54738bf597c9995118b92da537d7a28"},
{file = "rpds_py-0.13.1-cp310-none-win32.whl", hash = "sha256:4f13d3f6585bd07657a603780e99beda96a36c86acaba841f131e81393958336"},
{file = "rpds_py-0.13.1-cp310-none-win_amd64.whl", hash = "sha256:545e94c84575057d3d5c62634611858dac859702b1519b6ffc58eca7fb1adfcf"},
{file = "rpds_py-0.13.1-cp311-cp311-macosx_10_7_x86_64.whl", hash = "sha256:6bfe72b249264cc1ff2f3629be240d7d2fdc778d9d298087cdec8524c91cd11f"},
{file = "rpds_py-0.13.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:edc91c50e17f5cd945d821f0f1af830522dba0c10267c3aab186dc3dbaab8def"},
{file = "rpds_py-0.13.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2eca04a365be380ca1f8fa48b334462e19e3382c0bb7386444d8ca43aa01c481"},
{file = "rpds_py-0.13.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3e3ac5b602fea378243f993d8b707189f9061e55ebb4e56cb9fdef8166060f28"},
{file = "rpds_py-0.13.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:dfb5d2ab183c0efe5e7b8917e4eaa2e837aacafad8a69b89aa6bc81550eed857"},
{file = "rpds_py-0.13.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d9793d46d3e6522ae58e9321032827c9c0df1e56cbe5d3de965facb311aed6aa"},
{file = "rpds_py-0.13.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9cd935c0220d012a27c20135c140f9cdcbc6249d5954345c81bfb714071b985c"},
{file = "rpds_py-0.13.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:37b08df45f02ff1866043b95096cbe91ac99de05936dd09d6611987a82a3306a"},
{file = "rpds_py-0.13.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ad666a904212aa9a6c77da7dce9d5170008cda76b7776e6731928b3f8a0d40fa"},
{file = "rpds_py-0.13.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8a6ad8429340e0a4de89353447c6441329def3632e7b2293a7d6e873217d3c2b"},
{file = "rpds_py-0.13.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:7c40851b659d958c5245c1236e34f0d065cc53dca8d978b49a032c8e0adfda6e"},
{file = "rpds_py-0.13.1-cp311-none-win32.whl", hash = "sha256:4145172ab59b6c27695db6d78d040795f635cba732cead19c78cede74800949a"},
{file = "rpds_py-0.13.1-cp311-none-win_amd64.whl", hash = "sha256:46a07a258bda12270de02b34c4884f200f864bba3dcd6e3a37fef36a168b859d"},
{file = "rpds_py-0.13.1-cp312-cp312-macosx_10_7_x86_64.whl", hash = "sha256:ba4432301ad7eeb1b00848cf46fae0e5fecfd18a8cb5fdcf856c67985f79ecc7"},
{file = "rpds_py-0.13.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d22e0660de24bd8e9ac82f4230a22a5fe4e397265709289d61d5fb333839ba50"},
{file = "rpds_py-0.13.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76a8374b294e4ccb39ccaf11d39a0537ed107534139c00b4393ca3b542cc66e5"},
{file = "rpds_py-0.13.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7d152ec7bb431040af2500e01436c9aa0d993f243346f0594a15755016bf0be1"},
{file = "rpds_py-0.13.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:74a2044b870df7c9360bb3ce7e12f9ddf8e72e49cd3a353a1528cbf166ad2383"},
{file = "rpds_py-0.13.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:960e7e460fda2d0af18c75585bbe0c99f90b8f09963844618a621b804f8c3abe"},
{file = "rpds_py-0.13.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:37f79f4f1f06cc96151f4a187528c3fd4a7e1065538a4af9eb68c642365957f7"},
{file = "rpds_py-0.13.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:cd4ea56c9542ad0091dfdef3e8572ae7a746e1e91eb56c9e08b8d0808b40f1d1"},
{file = "rpds_py-0.13.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0290712eb5603a725769b5d857f7cf15cf6ca93dda3128065bbafe6fdb709beb"},
{file = "rpds_py-0.13.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:0b70c1f800059c92479dc94dda41288fd6607f741f9b1b8f89a21a86428f6383"},
{file = "rpds_py-0.13.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3dd5fb7737224e1497c886fb3ca681c15d9c00c76171f53b3c3cc8d16ccfa7fb"},
{file = "rpds_py-0.13.1-cp312-none-win32.whl", hash = "sha256:74be3b215a5695690a0f1a9f68b1d1c93f8caad52e23242fcb8ba56aaf060281"},
{file = "rpds_py-0.13.1-cp312-none-win_amd64.whl", hash = "sha256:f47eef55297799956464efc00c74ae55c48a7b68236856d56183fe1ddf866205"},
{file = "rpds_py-0.13.1-cp38-cp38-macosx_10_7_x86_64.whl", hash = "sha256:e4a45ba34f904062c63049a760790c6a2fa7a4cc4bd160d8af243b12371aaa05"},
{file = "rpds_py-0.13.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:20147996376be452cd82cd6c17701daba69a849dc143270fa10fe067bb34562a"},
{file = "rpds_py-0.13.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42b9535aa22ab023704cfc6533e968f7e420affe802d85e956d8a7b4c0b0b5ea"},
{file = "rpds_py-0.13.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d4fa1eeb9bea6d9b64ac91ec51ee94cc4fc744955df5be393e1c923c920db2b0"},
{file = "rpds_py-0.13.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2b2415d5a7b7ee96aa3a54d4775c1fec140476a17ee12353806297e900eaeddc"},
{file = "rpds_py-0.13.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:577d40a72550eac1386b77b43836151cb61ff6700adacda2ad4d883ca5a0b6f2"},
{file = "rpds_py-0.13.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:af2d1648eb625a460eee07d3e1ea3a4a6e84a1fb3a107f6a8e95ac19f7dcce67"},
{file = "rpds_py-0.13.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5b769396eb358d6b55dbf78f3f7ca631ca1b2fe02136faad5af74f0111b4b6b7"},
{file = "rpds_py-0.13.1-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:249c8e0055ca597707d71c5ad85fd2a1c8fdb99386a8c6c257e1b47b67a9bec1"},
{file = "rpds_py-0.13.1-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:fe30ef31172bdcf946502a945faad110e8fff88c32c4bec9a593df0280e64d8a"},
{file = "rpds_py-0.13.1-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:2647192facf63be9ed2d7a49ceb07efe01dc6cfb083bd2cc53c418437400cb99"},
{file = "rpds_py-0.13.1-cp38-none-win32.whl", hash = "sha256:4011d5c854aa804c833331d38a2b6f6f2fe58a90c9f615afdb7aa7cf9d31f721"},
{file = "rpds_py-0.13.1-cp38-none-win_amd64.whl", hash = "sha256:7cfae77da92a20f56cf89739a557b76e5c6edc094f6ad5c090b9e15fbbfcd1a4"},
{file = "rpds_py-0.13.1-cp39-cp39-macosx_10_7_x86_64.whl", hash = "sha256:e9be1f7c5f9673616f875299339984da9447a40e3aea927750c843d6e5e2e029"},
{file = "rpds_py-0.13.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:839676475ac2ccd1532d36af3d10d290a2ca149b702ed464131e450a767550df"},
{file = "rpds_py-0.13.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a90031658805c63fe488f8e9e7a88b260ea121ba3ee9cdabcece9c9ddb50da39"},
{file = "rpds_py-0.13.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8ba9fbc5d6e36bfeb5292530321cc56c4ef3f98048647fabd8f57543c34174ec"},
{file = "rpds_py-0.13.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:08832078767545c5ee12561ce980714e1e4c6619b5b1e9a10248de60cddfa1fd"},
{file = "rpds_py-0.13.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:19f5aa7f5078d35ed8e344bcba40f35bc95f9176dddb33fc4f2084e04289fa63"},
{file = "rpds_py-0.13.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:80080972e1d000ad0341c7cc58b6855c80bd887675f92871221451d13a975072"},
{file = "rpds_py-0.13.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:181ee352691c4434eb1c01802e9daa5edcc1007ff15023a320e2693fed6a661b"},
{file = "rpds_py-0.13.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:d20da6b4c7aa9ee75ad0730beaba15d65157f5beeaca54a038bb968f92bf3ce3"},
{file = "rpds_py-0.13.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:faa12a9f34671a30ea6bb027f04ec4e1fb8fa3fb3ed030893e729d4d0f3a9791"},
{file = "rpds_py-0.13.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:7cf241dbb50ea71c2e628ab2a32b5bfcd36e199152fc44e5c1edb0b773f1583e"},
{file = "rpds_py-0.13.1-cp39-none-win32.whl", hash = "sha256:dab979662da1c9fbb464e310c0b06cb5f1d174d09a462553af78f0bfb3e01920"},
{file = "rpds_py-0.13.1-cp39-none-win_amd64.whl", hash = "sha256:a2b3c79586636f1fa69a7bd59c87c15fca80c0d34b5c003d57f2f326e5276575"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-macosx_10_7_x86_64.whl", hash = "sha256:5967fa631d0ed9f8511dede08bc943a9727c949d05d1efac4ac82b2938024fb7"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:8308a8d49d1354278d5c068c888a58d7158a419b2e4d87c7839ed3641498790c"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0580faeb9def6d0beb7aa666294d5604e569c4e24111ada423cf9936768d95c"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2da81c1492291c1a90987d76a47c7b2d310661bf7c93a9de0511e27b796a8b46"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1c9a1dc5e898ce30e2f9c0aa57181cddd4532b22b7780549441d6429d22d3b58"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f4ae6f423cb7d1c6256b7482025ace2825728f53b7ac58bcd574de6ee9d242c2"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc3179e0815827cf963e634095ae5715ee73a5af61defbc8d6ca79f1bdae1d1d"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:0d9f8930092558fd15c9e07198625efb698f7cc00b3dc311c83eeec2540226a8"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:d1d388d2f5f5a6065cf83c54dd12112b7389095669ff395e632003ae8999c6b8"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:08b335fb0c45f0a9e2478a9ece6a1bfb00b6f4c4780f9be3cf36479c5d8dd374"},
{file = "rpds_py-0.13.1-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:d11afdc5992bbd7af60ed5eb519873690d921425299f51d80aa3099ed49f2bcc"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-macosx_10_7_x86_64.whl", hash = "sha256:8c1f6c8df23be165eb0cb78f305483d00c6827a191e3a38394c658d5b9c80bbd"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:528e2afaa56d815d2601b857644aeb395afe7e59212ab0659906dc29ae68d9a6"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:df2af1180b8eeececf4f819d22cc0668bfadadfd038b19a90bd2fb2ee419ec6f"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:88956c993a20201744282362e3fd30962a9d86dc4f1dcf2bdb31fab27821b61f"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ee70ee5f4144a45a9e6169000b5b525d82673d5dab9f7587eccc92794814e7ac"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c5fd099acaee2325f01281a130a39da08d885e4dedf01b84bf156ec2737d78fe"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9656a09653b18b80764647d585750df2dff8928e03a706763ab40ec8c4872acc"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7ba239bb37663b2b4cd08e703e79e13321512dccd8e5f0e9451d9e53a6b8509a"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:3f55ae773abd96b1de25fc5c3fb356f491bd19116f8f854ba705beffc1ddc3c5"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-musllinux_1_2_i686.whl", hash = "sha256:f4b15a163448ec79241fb2f1bc5a8ae1a4a304f7a48d948d208a2935b26bf8a5"},
{file = "rpds_py-0.13.1-pp38-pypy38_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:1a3b2583c86bbfbf417304eeb13400ce7f8725376dc7d3efbf35dc5d7052ad48"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-macosx_10_7_x86_64.whl", hash = "sha256:f1059ca9a51c936c9a8d46fbc2c9a6b4c15ab3f13a97f1ad32f024b39666ba85"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:f55601fb58f92e4f4f1d05d80c24cb77505dc42103ddfd63ddfdc51d3da46fa2"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fcfd5f91b882eedf8d9601bd21261d6ce0e61a8c66a7152d1f5df08d3f643ab1"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6574f619e8734140d96c59bfa8a6a6e7a3336820ccd1bfd95ffa610673b650a2"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a4b9d3f5c48bbe8d9e3758e498b3c34863f2c9b1ac57a4e6310183740e59c980"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cdd6f8738e1f1d9df5b1603bb03cb30e442710e5672262b95d0f9fcb4edb0dab"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a8c2bf286e5d755a075e5e97ba56b3de08cccdad6b323ab0b21cc98875176b03"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b3d4b390ee70ca9263b331ccfaf9819ee20e90dfd0201a295e23eb64a005dbef"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:db8d0f0ad92f74feb61c4e4a71f1d573ef37c22ef4dc19cab93e501bfdad8cbd"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:2abd669a39be69cdfe145927c7eb53a875b157740bf1e2d49e9619fc6f43362e"},
{file = "rpds_py-0.13.1-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:2c173f529666bab8e3f948b74c6d91afa22ea147e6ebae49a48229d9020a47c4"},
{file = "rpds_py-0.13.1.tar.gz", hash = "sha256:264f3a5906c62b9df3a00ad35f6da1987d321a053895bd85f9d5c708de5c0fbf"},
{file = "rpds_py-0.18.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:5b4e7d8d6c9b2e8ee2d55c90b59c707ca59bc30058269b3db7b1f8df5763557e"},
{file = "rpds_py-0.18.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c463ed05f9dfb9baebef68048aed8dcdc94411e4bf3d33a39ba97e271624f8f7"},
{file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:01e36a39af54a30f28b73096dd39b6802eddd04c90dbe161c1b8dbe22353189f"},
{file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d62dec4976954a23d7f91f2f4530852b0c7608116c257833922a896101336c51"},
{file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:dd18772815d5f008fa03d2b9a681ae38d5ae9f0e599f7dda233c439fcaa00d40"},
{file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:923d39efa3cfb7279a0327e337a7958bff00cc447fd07a25cddb0a1cc9a6d2da"},
{file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:39514da80f971362f9267c600b6d459bfbbc549cffc2cef8e47474fddc9b45b1"},
{file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a34d557a42aa28bd5c48a023c570219ba2593bcbbb8dc1b98d8cf5d529ab1434"},
{file = "rpds_py-0.18.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:93df1de2f7f7239dc9cc5a4a12408ee1598725036bd2dedadc14d94525192fc3"},
{file = "rpds_py-0.18.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:34b18ba135c687f4dac449aa5157d36e2cbb7c03cbea4ddbd88604e076aa836e"},
{file = "rpds_py-0.18.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c0b5dcf9193625afd8ecc92312d6ed78781c46ecbf39af9ad4681fc9f464af88"},
{file = "rpds_py-0.18.0-cp310-none-win32.whl", hash = "sha256:c4325ff0442a12113a6379af66978c3fe562f846763287ef66bdc1d57925d337"},
{file = "rpds_py-0.18.0-cp310-none-win_amd64.whl", hash = "sha256:7223a2a5fe0d217e60a60cdae28d6949140dde9c3bcc714063c5b463065e3d66"},
{file = "rpds_py-0.18.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:3a96e0c6a41dcdba3a0a581bbf6c44bb863f27c541547fb4b9711fd8cf0ffad4"},
{file = "rpds_py-0.18.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:30f43887bbae0d49113cbaab729a112251a940e9b274536613097ab8b4899cf6"},
{file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fcb25daa9219b4cf3a0ab24b0eb9a5cc8949ed4dc72acb8fa16b7e1681aa3c58"},
{file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d68c93e381010662ab873fea609bf6c0f428b6d0bb00f2c6939782e0818d37bf"},
{file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b34b7aa8b261c1dbf7720b5d6f01f38243e9b9daf7e6b8bc1fd4657000062f2c"},
{file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2e6d75ab12b0bbab7215e5d40f1e5b738aa539598db27ef83b2ec46747df90e1"},
{file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b8612cd233543a3781bc659c731b9d607de65890085098986dfd573fc2befe5"},
{file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:aec493917dd45e3c69d00a8874e7cbed844efd935595ef78a0f25f14312e33c6"},
{file = "rpds_py-0.18.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:661d25cbffaf8cc42e971dd570d87cb29a665f49f4abe1f9e76be9a5182c4688"},
{file = "rpds_py-0.18.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:1df3659d26f539ac74fb3b0c481cdf9d725386e3552c6fa2974f4d33d78e544b"},
{file = "rpds_py-0.18.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a1ce3ba137ed54f83e56fb983a5859a27d43a40188ba798993812fed73c70836"},
{file = "rpds_py-0.18.0-cp311-none-win32.whl", hash = "sha256:69e64831e22a6b377772e7fb337533c365085b31619005802a79242fee620bc1"},
{file = "rpds_py-0.18.0-cp311-none-win_amd64.whl", hash = "sha256:998e33ad22dc7ec7e030b3df701c43630b5bc0d8fbc2267653577e3fec279afa"},
{file = "rpds_py-0.18.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:7f2facbd386dd60cbbf1a794181e6aa0bd429bd78bfdf775436020172e2a23f0"},
{file = "rpds_py-0.18.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1d9a5be316c15ffb2b3c405c4ff14448c36b4435be062a7f578ccd8b01f0c4d8"},
{file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cd5bf1af8efe569654bbef5a3e0a56eca45f87cfcffab31dd8dde70da5982475"},
{file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5417558f6887e9b6b65b4527232553c139b57ec42c64570569b155262ac0754f"},
{file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:56a737287efecafc16f6d067c2ea0117abadcd078d58721f967952db329a3e5c"},
{file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8f03bccbd8586e9dd37219bce4d4e0d3ab492e6b3b533e973fa08a112cb2ffc9"},
{file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4457a94da0d5c53dc4b3e4de1158bdab077db23c53232f37a3cb7afdb053a4e3"},
{file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:0ab39c1ba9023914297dd88ec3b3b3c3f33671baeb6acf82ad7ce883f6e8e157"},
{file = "rpds_py-0.18.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:9d54553c1136b50fd12cc17e5b11ad07374c316df307e4cfd6441bea5fb68496"},
{file = "rpds_py-0.18.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:0af039631b6de0397ab2ba16eaf2872e9f8fca391b44d3d8cac317860a700a3f"},
{file = "rpds_py-0.18.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:84ffab12db93b5f6bad84c712c92060a2d321b35c3c9960b43d08d0f639d60d7"},
{file = "rpds_py-0.18.0-cp312-none-win32.whl", hash = "sha256:685537e07897f173abcf67258bee3c05c374fa6fff89d4c7e42fb391b0605e98"},
{file = "rpds_py-0.18.0-cp312-none-win_amd64.whl", hash = "sha256:e003b002ec72c8d5a3e3da2989c7d6065b47d9eaa70cd8808b5384fbb970f4ec"},
{file = "rpds_py-0.18.0-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:08f9ad53c3f31dfb4baa00da22f1e862900f45908383c062c27628754af2e88e"},
{file = "rpds_py-0.18.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:c0013fe6b46aa496a6749c77e00a3eb07952832ad6166bd481c74bda0dcb6d58"},
{file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e32a92116d4f2a80b629778280103d2a510a5b3f6314ceccd6e38006b5e92dcb"},
{file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e541ec6f2ec456934fd279a3120f856cd0aedd209fc3852eca563f81738f6861"},
{file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bed88b9a458e354014d662d47e7a5baafd7ff81c780fd91584a10d6ec842cb73"},
{file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2644e47de560eb7bd55c20fc59f6daa04682655c58d08185a9b95c1970fa1e07"},
{file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8e8916ae4c720529e18afa0b879473049e95949bf97042e938530e072fde061d"},
{file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:465a3eb5659338cf2a9243e50ad9b2296fa15061736d6e26240e713522b6235c"},
{file = "rpds_py-0.18.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:ea7d4a99f3b38c37eac212dbd6ec42b7a5ec51e2c74b5d3223e43c811609e65f"},
{file = "rpds_py-0.18.0-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:67071a6171e92b6da534b8ae326505f7c18022c6f19072a81dcf40db2638767c"},
{file = "rpds_py-0.18.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:41ef53e7c58aa4ef281da975f62c258950f54b76ec8e45941e93a3d1d8580594"},
{file = "rpds_py-0.18.0-cp38-none-win32.whl", hash = "sha256:fdea4952db2793c4ad0bdccd27c1d8fdd1423a92f04598bc39425bcc2b8ee46e"},
{file = "rpds_py-0.18.0-cp38-none-win_amd64.whl", hash = "sha256:7cd863afe7336c62ec78d7d1349a2f34c007a3cc6c2369d667c65aeec412a5b1"},
{file = "rpds_py-0.18.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:5307def11a35f5ae4581a0b658b0af8178c65c530e94893345bebf41cc139d33"},
{file = "rpds_py-0.18.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:77f195baa60a54ef9d2de16fbbfd3ff8b04edc0c0140a761b56c267ac11aa467"},
{file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:39f5441553f1c2aed4de4377178ad8ff8f9d733723d6c66d983d75341de265ab"},
{file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9a00312dea9310d4cb7dbd7787e722d2e86a95c2db92fbd7d0155f97127bcb40"},
{file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8f2fc11e8fe034ee3c34d316d0ad8808f45bc3b9ce5857ff29d513f3ff2923a1"},
{file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:586f8204935b9ec884500498ccc91aa869fc652c40c093bd9e1471fbcc25c022"},
{file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ddc2f4dfd396c7bfa18e6ce371cba60e4cf9d2e5cdb71376aa2da264605b60b9"},
{file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5ddcba87675b6d509139d1b521e0c8250e967e63b5909a7e8f8944d0f90ff36f"},
{file = "rpds_py-0.18.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:7bd339195d84439cbe5771546fe8a4e8a7a045417d8f9de9a368c434e42a721e"},
{file = "rpds_py-0.18.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:d7c36232a90d4755b720fbd76739d8891732b18cf240a9c645d75f00639a9024"},
{file = "rpds_py-0.18.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:6b0817e34942b2ca527b0e9298373e7cc75f429e8da2055607f4931fded23e20"},
{file = "rpds_py-0.18.0-cp39-none-win32.whl", hash = "sha256:99f70b740dc04d09e6b2699b675874367885217a2e9f782bdf5395632ac663b7"},
{file = "rpds_py-0.18.0-cp39-none-win_amd64.whl", hash = "sha256:6ef687afab047554a2d366e112dd187b62d261d49eb79b77e386f94644363294"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ad36cfb355e24f1bd37cac88c112cd7730873f20fb0bdaf8ba59eedf8216079f"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:36b3ee798c58ace201289024b52788161e1ea133e4ac93fba7d49da5fec0ef9e"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f8a2f084546cc59ea99fda8e070be2fd140c3092dc11524a71aa8f0f3d5a55ca"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e4461d0f003a0aa9be2bdd1b798a041f177189c1a0f7619fe8c95ad08d9a45d7"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8db715ebe3bb7d86d77ac1826f7d67ec11a70dbd2376b7cc214199360517b641"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:793968759cd0d96cac1e367afd70c235867831983f876a53389ad869b043c948"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:66e6a3af5a75363d2c9a48b07cb27c4ea542938b1a2e93b15a503cdfa8490795"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6ef0befbb5d79cf32d0266f5cff01545602344eda89480e1dd88aca964260b18"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:1d4acf42190d449d5e89654d5c1ed3a4f17925eec71f05e2a41414689cda02d1"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:a5f446dd5055667aabaee78487f2b5ab72e244f9bc0b2ffebfeec79051679984"},
{file = "rpds_py-0.18.0-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:9dbbeb27f4e70bfd9eec1be5477517365afe05a9b2c441a0b21929ee61048124"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:22806714311a69fd0af9b35b7be97c18a0fc2826e6827dbb3a8c94eac6cf7eeb"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:b34ae4636dfc4e76a438ab826a0d1eed2589ca7d9a1b2d5bb546978ac6485461"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8c8370641f1a7f0e0669ddccca22f1da893cef7628396431eb445d46d893e5cd"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c8362467a0fdeccd47935f22c256bec5e6abe543bf0d66e3d3d57a8fb5731863"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:11a8c85ef4a07a7638180bf04fe189d12757c696eb41f310d2426895356dcf05"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b316144e85316da2723f9d8dc75bada12fa58489a527091fa1d5a612643d1a0e"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cf1ea2e34868f6fbf070e1af291c8180480310173de0b0c43fc38a02929fc0e3"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e546e768d08ad55b20b11dbb78a745151acbd938f8f00d0cfbabe8b0199b9880"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:4901165d170a5fde6f589acb90a6b33629ad1ec976d4529e769c6f3d885e3e80"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-musllinux_1_2_i686.whl", hash = "sha256:618a3d6cae6ef8ec88bb76dd80b83cfe415ad4f1d942ca2a903bf6b6ff97a2da"},
{file = "rpds_py-0.18.0-pp38-pypy38_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:ed4eb745efbff0a8e9587d22a84be94a5eb7d2d99c02dacf7bd0911713ed14dd"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:6c81e5f372cd0dc5dc4809553d34f832f60a46034a5f187756d9b90586c2c307"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:43fbac5f22e25bee1d482c97474f930a353542855f05c1161fd804c9dc74a09d"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6d7faa6f14017c0b1e69f5e2c357b998731ea75a442ab3841c0dbbbfe902d2c4"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:08231ac30a842bd04daabc4d71fddd7e6d26189406d5a69535638e4dcb88fe76"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:044a3e61a7c2dafacae99d1e722cc2d4c05280790ec5a05031b3876809d89a5c"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3f26b5bd1079acdb0c7a5645e350fe54d16b17bfc5e71f371c449383d3342e17"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:482103aed1dfe2f3b71a58eff35ba105289b8d862551ea576bd15479aba01f66"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1374f4129f9bcca53a1bba0bb86bf78325a0374577cf7e9e4cd046b1e6f20e24"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:635dc434ff724b178cb192c70016cc0ad25a275228f749ee0daf0eddbc8183b1"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:bc362ee4e314870a70f4ae88772d72d877246537d9f8cb8f7eacf10884862432"},
{file = "rpds_py-0.18.0-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:4832d7d380477521a8c1644bbab6588dfedea5e30a7d967b5fb75977c45fd77f"},
{file = "rpds_py-0.18.0.tar.gz", hash = "sha256:42821446ee7a76f5d9f71f9e33a4fb2ffd724bb3e7f93386150b61a43115788d"},
]
[[package]]
@@ -455,23 +659,63 @@ files = [
{file = "ruamel.yaml.clib-0.2.8.tar.gz", hash = "sha256:beb2e0404003de9a4cab9753a8805a8fe9320ee6673136ed7f04255fe60bb512"},
]
[[package]]
name = "shellingham"
version = "1.5.4"
description = "Tool to Detect Surrounding Shell"
optional = false
python-versions = ">=3.7"
files = [
{file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
{file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
]
[[package]]
name = "typer"
version = "0.12.1"
description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
optional = false
python-versions = ">=3.7"
files = [
{file = "typer-0.12.1-py3-none-any.whl", hash = "sha256:43ebb23c8a358c3d623e31064359a65f50229d0bf73ae8dfd203f49d9126ae06"},
{file = "typer-0.12.1.tar.gz", hash = "sha256:72d218ef3c686aed9c6ff3ca25b238aee0474a1628b29c559b18b634cfdeca88"},
]
[package.dependencies]
click = ">=8.0.0"
rich = ">=10.11.0"
shellingham = ">=1.3.0"
typing-extensions = ">=3.7.4.3"
[[package]]
name = "typing-extensions"
version = "4.11.0"
description = "Backported and Experimental Type Hints for Python 3.8+"
optional = false
python-versions = ">=3.8"
files = [
{file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
{file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
]
[[package]]
name = "urllib3"
version = "2.1.0"
version = "2.2.1"
description = "HTTP library with thread-safe connection pooling, file post, and more."
optional = false
python-versions = ">=3.8"
files = [
{file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"},
{file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"},
{file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"},
{file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"},
]
[package.extras]
brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
h2 = ["h2 (>=4,<5)"]
socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
zstd = ["zstandard (>=0.18.0)"]
[metadata]
lock-version = "2.0"
python-versions = "^3.10"
content-hash = "a62929824ca93c105eef188969d888e6b1dee7b0cd757a7536b73cfd73c6e070"
content-hash = "00ca649cf25cab6c8dd6b181091f8d7b5f5046d891f6f4f307819ab109f6ddfb"
+2
View File
@@ -11,6 +11,8 @@ pyyaml = "^6.0"
jsonschema = "^4.21.1"
requests = "^2.31.0"
ruamel-yaml = "^0.18.6"
pydantic = "^2.6.4"
typer = "^0.12.1"
[build-system]