diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 0000000..5548dbe
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,36 @@
+name: build
+
+on: [push, pull_request]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v4.7.1
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Install poetry
+      run: pip install poetry
+
+    - name: Set up cache
+      uses: actions/cache@v3.3.2
+      with:
+        path: .venv
+        key: venv-${{ matrix.python-version }}-${{ hashFiles('pyproject.toml') }}-${{ hashFiles('poetry.lock') }}
+
+    - name: Install dependencies
+      run: |
+        poetry config virtualenvs.in-project true
+        poetry install
+
+    - name: Analysis the code with lint
+      run: |
+        make lint
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..ba59c07
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,8 @@
+# Define a variable for Python and notebook files.
+PYTHON_FILES=.
+
+#* Lint
+.PHONY: lint
+lint:
+	poetry run black $(PYTHON_FILES) --check
+	poetry run isort --settings-path pyproject.toml ./
diff --git a/README_zh.md b/README_zh.md
index 5ac2579..41914ec 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -319,6 +319,9 @@ if __name__ == "__main__":
 - [ ] 提供图片自定义格式化命名方式
 - [ ] 构建PDF转换器
 - [x] 提供markdown其他元素的替换
+- [ ] 接入各种平台的markdown转换
+  - [ ] 语雀
+  - [ ] 飞书
 
 
 ## FAQ
diff --git a/example/aliyun_oss_usage.py b/example/aliyun_oss_usage.py
index 12f768d..77d6e65 100644
--- a/example/aliyun_oss_usage.py
+++ b/example/aliyun_oss_usage.py
@@ -1,4 +1,4 @@
-from imarkdown import MdImageConverter, AliyunAdapter, MdFile
+from imarkdown import AliyunAdapter, MdFile, MdImageConverter
 
 
 def main():
diff --git a/example/custom_adapter.py b/example/custom_adapter.py
index 2c14037..c1e8716 100644
--- a/example/custom_adapter.py
+++ b/example/custom_adapter.py
@@ -1,4 +1,4 @@
-from imarkdown import MdImageConverter, BaseMdAdapter, MdFile
+from imarkdown import BaseMdAdapter, MdFile, MdImageConverter
 
 
 class CustomMdAdapter(BaseMdAdapter):
diff --git a/example/custom_element_finder.py b/example/custom_element_finder.py
index 0a2b263..770fb39 100644
--- a/example/custom_element_finder.py
+++ b/example/custom_element_finder.py
@@ -1,7 +1,7 @@
 import re
 from typing import List
 
-from imarkdown import BaseElementFinder, MdFile, MdImageConverter, LocalFileAdapter
+from imarkdown import BaseElementFinder, LocalFileAdapter, MdFile, MdImageConverter
 
 
 class CustomElementFinder(BaseElementFinder):
diff --git a/example/local_storage_usage.py b/example/local_storage_usage.py
index 2f63472..7a836c0 100644
--- a/example/local_storage_usage.py
+++ b/example/local_storage_usage.py
@@ -1,4 +1,4 @@
-from imarkdown import MdImageConverter, LocalFileAdapter, MdFile
+from imarkdown import LocalFileAdapter, MdFile, MdImageConverter
 
 
 def main():
diff --git a/imarkdown/__init__.py b/imarkdown/__init__.py
index a7c03f3..90fc897 100644
--- a/imarkdown/__init__.py
+++ b/imarkdown/__init__.py
@@ -1,7 +1,11 @@
 from imarkdown.adapter.aliyun_adapter import AliyunAdapter
 from imarkdown.adapter.base import BaseMdAdapter
 from imarkdown.adapter.local_adapter import LocalFileAdapter
-from imarkdown.converter import MdImageConverter, BaseMdImageConverter, BaseElementFinder
+from imarkdown.converter import (
+    BaseElementFinder,
+    BaseMdImageConverter,
+    MdImageConverter,
+)
 from imarkdown.schema import MdFile, MdFolder
 
 __all__ = [
@@ -12,5 +16,5 @@
     "BaseMdAdapter",
     "LocalFileAdapter",
     "AliyunAdapter",
-    "BaseElementFinder"
+    "BaseElementFinder",
 ]
diff --git a/imarkdown/adapter/aliyun_adapter.py b/imarkdown/adapter/aliyun_adapter.py
index 8b9a0b8..c4109ff 100644
--- a/imarkdown/adapter/aliyun_adapter.py
+++ b/imarkdown/adapter/aliyun_adapter.py
@@ -1,5 +1,5 @@
 import logging
-from typing import Optional, Any, Dict
+from typing import Any, Dict, Optional
 
 from pydantic import root_validator
 
@@ -31,6 +31,7 @@ class AliyunAdapter(BaseMdAdapter):
 
     @root_validator(pre=True)
     def validate_environment(cls, values: Optional[Dict]) -> Dict:
+        # update adapter config to cache
         env_config: Dict[str, Any] = cfg.load_variable(cls.__name__)
         if env_config:
             if not values:
diff --git a/imarkdown/constant.py b/imarkdown/constant.py
index 517483a..ebf9c68 100644
--- a/imarkdown/constant.py
+++ b/imarkdown/constant.py
@@ -9,5 +9,5 @@ class MdAdapterType(str, Enum):
 
 _MdAdapterType: Dict[str, str] = {
     MdAdapterType.Local: MdAdapterType.Local,
-    MdAdapterType.Aliyun: MdAdapterType.Aliyun
+    MdAdapterType.Aliyun: MdAdapterType.Aliyun,
 }
diff --git a/imarkdown/converter.py b/imarkdown/converter.py
index 4f6831b..812f10c 100644
--- a/imarkdown/converter.py
+++ b/imarkdown/converter.py
@@ -5,7 +5,7 @@
 import time
 import traceback
 from abc import abstractmethod
-from typing import List, Optional, Any, Union, Dict
+from typing import Any, Dict, List, Optional, Union
 
 import requests
 from pydantic import BaseModel, Field, root_validator
@@ -13,12 +13,12 @@
 from imarkdown.adapter import BaseMdAdapter, MdAdapterMapper
 from imarkdown.config import IMarkdownConfig
 from imarkdown.constant import MdAdapterType
-from imarkdown.schema import MdMediumManager, MdFile, MdFolder
+from imarkdown.schema import MdFile, MdFolder, MdMediumManager
 from imarkdown.utils import (
+    calculate_relative_path,
+    get_file_name_from_relative_path,
     polish_path,
     supplementary_file_path,
-    get_file_name_from_relative_path,
-    calculate_relative_path,
 )
 
 logger = logging.getLogger(__name__)
diff --git a/imarkdown/schema.py b/imarkdown/schema.py
index 1a69151..16b80f7 100644
--- a/imarkdown/schema.py
+++ b/imarkdown/schema.py
@@ -1,15 +1,15 @@
 import glob
 import logging
 import os
-from typing import List, Optional, Any, Dict, Union
+from typing import Any, Dict, List, Optional, Union
 
 from pydantic import BaseModel, root_validator, validator
 from typing_extensions import Literal
 
 from imarkdown.utils import (
-    supplementary_file_path,
     convert_backslashes,
     exist_markdown_file,
+    supplementary_file_path,
 )
 
 logger = logging.getLogger(__name__)
@@ -225,6 +225,7 @@ def init_md_files(
         Returns:
             A list of all MdFile.
         """
+
         def find_sub_files(md_folder: MdFolder):
             for sub_node in md_folder.sub_nodes:
                 if isinstance(sub_node, MdFile):
diff --git a/imarkdown/utils/__init__.py b/imarkdown/utils/__init__.py
index b6c1afb..43e6ea0 100644
--- a/imarkdown/utils/__init__.py
+++ b/imarkdown/utils/__init__.py
@@ -50,6 +50,16 @@ def convert_backslashes(path):
 
 
 def calculate_relative_path(image_path, md_directory):
+    """
+    Calculate relative image path.
+
+    Args:
+        image_path: Absolute or relative image path.
+        md_directory: Absolute or relative markdown file path.
+
+    Returns:
+        Relative path of image compared to markdown file path.
+    """
     image_path = os.path.abspath(image_path)
     md_directory = os.path.abspath(md_directory)
 
diff --git a/imarkdown/utils/singleton.py b/imarkdown/utils/singleton.py
index f4f192f..15f25fa 100644
--- a/imarkdown/utils/singleton.py
+++ b/imarkdown/utils/singleton.py
@@ -36,6 +36,7 @@ def __init__(self):
 
 def singleton():
     """singleton decorator"""
+
     def decorator(cls):
         singleton_pool = SingletonPool()
 
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..ed2d397
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1915 @@
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+
+[[package]]
+name = "aliyun-python-sdk-core"
+version = "2.14.0"
+description = "The core module of Aliyun Python SDK."
+optional = false
+python-versions = "*"
+files = [
+    {file = "aliyun-python-sdk-core-2.14.0.tar.gz", hash = "sha256:c806815a48ffdb894cc5bce15b8259b9a3012cc0cda01be2f3dfbb844f3f4f21"},
+]
+
+[package.dependencies]
+cryptography = ">=2.6.0"
+jmespath = ">=0.9.3,<1.0.0"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[[package]]
+name = "aliyun-python-sdk-kms"
+version = "2.16.2"
+description = "The kms module of Aliyun Python sdk."
+optional = false
+python-versions = "*"
+files = [
+    {file = "aliyun-python-sdk-kms-2.16.2.tar.gz", hash = "sha256:f87234a8b64d457ca2338f87650db18a3ce7f7dbc9bfef71efe8f2894aded3d6"},
+    {file = "aliyun_python_sdk_kms-2.16.2-py2.py3-none-any.whl", hash = "sha256:83166468817a4fbc4c958af43ec22856e1bd80f1363f56acf822206febe6b059"},
+]
+
+[package.dependencies]
+aliyun-python-sdk-core = ">=2.11.5"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[[package]]
+name = "astroid"
+version = "2.11.7"
+description = "An abstract syntax tree for Python with inference support."
+optional = false
+python-versions = ">=3.6.2"
+files = [
+    {file = "astroid-2.11.7-py3-none-any.whl", hash = "sha256:86b0a340a512c65abf4368b80252754cda17c02cdbbd3f587dddf98112233e7b"},
+    {file = "astroid-2.11.7.tar.gz", hash = "sha256:bb24615c77f4837c707669d16907331374ae8a964650a66999da3f5ca68dc946"},
+]
+
+[package.dependencies]
+lazy-object-proxy = ">=1.4.0"
+setuptools = ">=20.0"
+typed-ast = {version = ">=1.4.0,<2.0", markers = "implementation_name == \"cpython\" and python_version < \"3.8\""}
+typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
+wrapt = ">=1.11,<2"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.1"
+description = "Atomic file writes."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "atomicwrites-1.4.1.tar.gz", hash = "sha256:81b2c9071a49367a7f770170e5eec8cb66567cfbbc8c73d20ce5ca4a8d71cf11"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[[package]]
+name = "attrs"
+version = "23.1.0"
+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"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[docs,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]"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[[package]]
+name = "bandit"
+version = "1.7.5"
+description = "Security oriented static analyser for python code."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "bandit-1.7.5-py3-none-any.whl", hash = "sha256:75665181dc1e0096369112541a056c59d1c5f66f9bb74a8d686c3c362b83f549"},
+    {file = "bandit-1.7.5.tar.gz", hash = "sha256:bdfc739baa03b880c2d15d0431b31c658ffc348e907fe197e54e0389dd59e11e"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
+GitPython = ">=1.0.1"
+PyYAML = ">=5.3.1"
+rich = "*"
+stevedore = ">=1.20.0"
+
+[package.extras]
+test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "tomli (>=1.1.0)"]
+toml = ["tomli (>=1.1.0)"]
+yaml = ["PyYAML"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[[package]]
+name = "black"
+version = "22.12.0"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "black-22.12.0-py3-none-any.whl", hash = "sha256:436cc9167dd28040ad90d3b404aec22cedf24a6e4d7de221bec2730ec0c97bcf"},
+    {file = "black-22.12.0.tar.gz", hash = "sha256:229351e5a18ca30f447bf724d007f890f97e13af070bb6ad4c0a441cd7596a2f"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
+typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[[package]]
+name = "certifi"
+version = "2023.7.22"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[[package]]
+name = "cffi"
+version = "1.15.1"
+description = "Foreign Function Interface for Python calling C code."
+optional = false
+python-versions = "*"
+files = [
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+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.7"
+content-hash = "8ae4bb5c6a23a25d7bb6e3092bb270c6953036dd430ab797fb9a6ab92722285a"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..710527a
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,125 @@
+# Poetry pyproject.toml: https://python-poetry.org/docs/pyproject/
+[build-system]
+requires = ["poetry_core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.poetry]
+name = "imarkdown"
+version = "1.2.3"
+description = "A practical Markdown image url converter"
+readme = "README.md"
+authors = ["Zeeland <zeeland4work@gmail.com>"]
+license = "MIT"
+repository = "https://github.com/Undertone0809/imarkdown"
+homepage = "https://github.com/Undertone0809/imarkdown"
+keywords = [
+    "python",
+    "markdown",
+    "Markdown",
+    "imarkdown",
+    "markdown converter"
+]
+
+# Pypi classifiers: https://pypi.org/classifiers/
+classifiers = []
+
+[tool.poetry.dependencies]
+python = ">=3.7"
+requests = "^2.28.2"
+pydantic = "^1.10.0"
+cushy-storage = "^1.2.5"
+oss2 = "^2.18.0"
+
+[tool.poetry.dev-dependencies]
+bandit = "^1.7.1"
+black = {version = "^22.12", allow-prereleases = true}
+isort = {extras = ["colors"], version = "^5.10.1"}
+mypy = "^1.0"
+mypy-extensions = "^0.4.3"
+pre-commit = "^2.15.0"
+pydocstyle = "^6.1.1"
+pylint = "^2.11.1"
+pytest = "^6.2.5"
+coverage = "^6.1.2"
+coverage-badge = "^1.1.0"
+pytest-html = "^3.1.1"
+pytest-cov = "^3.0.0"
+
+[tool.black]
+# https://github.com/psf/black
+target-version = ["py37"]
+line-length = 88
+color = true
+
+exclude = '''
+/(
+    \.git
+    | \.hg
+    | \.mypy_cache
+    | \.tox
+    | \.venv
+    | _build
+    | buck-out
+    | build
+    | dist
+    | env
+    | venv
+)/
+'''
+
+[tool.isort]
+# https://github.com/timothycrosley/isort/
+py_version = 37
+line_length = 88
+
+sections = ["FUTURE", "TYPING", "STDLIB", "THIRDPARTY", "FIRSTPARTY", "LOCALFOLDER"]
+profile = "black"
+include_trailing_comma = true
+multi_line_output = 3
+indent = 4
+color_output = true
+
+
+[tool.mypy]
+# https://mypy.readthedocs.io/en/latest/config_file.html#using-a-pyproject-toml-file
+python_version = 3.7
+pretty = true
+show_traceback = true
+color_output = true
+
+allow_redefinition = false
+check_untyped_defs = true
+disallow_any_generics = true
+disallow_incomplete_defs = true
+ignore_missing_imports = true
+implicit_reexport = false
+no_implicit_optional = true
+show_column_numbers = true
+show_error_codes = true
+show_error_context = true
+strict_equality = true
+strict_optional = true
+warn_no_return = true
+warn_redundant_casts = true
+warn_return_any = true
+warn_unreachable = true
+warn_unused_configs = true
+warn_unused_ignores = true
+
+[tool.coverage.run]
+source = ["tests"]
+
+[coverage.paths]
+source = "hooks"
+
+[coverage.run]
+branch = true
+
+[coverage.report]
+fail_under = 50
+show_missing = true
+
+[[tool.poetry.source]]
+name = "tsinghua"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+priority = "default"
\ No newline at end of file
diff --git a/setup.py b/setup.py
index a2de0df..7541096 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,7 @@
 
 setuptools.setup(
     name="imarkdown",
-    version="1.2.1",
+    version="1.2.3",
     author="Zeeland",
     author_email="zeeland@foxmail.com",
     description="A practical Markdown image url converter",
@@ -33,7 +33,7 @@
         "requests",
         "pydantic~=1.10.0",
         "cushy-storage",
-        'broadcast-service==1.3.2',
+        "broadcast-service==1.3.2",
     ],
     license="Apache 2.0",
     classifiers=[
diff --git a/tests/test_adapter.py b/tests/test_adapter.py
index e74ae5c..50c00f3 100644
--- a/tests/test_adapter.py
+++ b/tests/test_adapter.py
@@ -2,7 +2,7 @@
 from unittest import TestCase
 
 from imarkdown.adapter import AliyunAdapter, LocalFileAdapter
-from imarkdown.converter import MdImageConverter, MdFile, MdFolder
+from imarkdown.converter import MdFile, MdFolder, MdImageConverter
 
 logger = logging.getLogger(__name__)
 logging.basicConfig(level=logging.DEBUG)
@@ -67,5 +67,7 @@ def test_local_to_remote(self):
 
         adapter = AliyunAdapter()
         md_converter = MdImageConverter(adapter=adapter)
-        md_folder = MdFolder(name="local_mds", image_type="local", image_directory="local_mds/images")
+        md_folder = MdFolder(
+            name="local_mds", image_type="local", image_directory="local_mds/images"
+        )
         md_converter.convert(md_folder, output_directory="aliyun_converted")
diff --git a/tests/test_image_converter.py b/tests/test_image_converter.py
index 21b668c..d357124 100644
--- a/tests/test_image_converter.py
+++ b/tests/test_image_converter.py
@@ -3,7 +3,7 @@
 
 from imarkdown.adapter import AliyunAdapter, LocalFileAdapter
 from imarkdown.constant import MdAdapterType
-from imarkdown.converter import MdImageConverter, BaseMdImageConverter
+from imarkdown.converter import BaseMdImageConverter, MdImageConverter
 from imarkdown.schema import MdFile, MdFolder
 
 logging.basicConfig(level=logging.DEBUG)
@@ -12,8 +12,8 @@
 
 class TestBaseImageConverter(TestCase):
     def test_base_usage(self):
-        # adapter = LocalFileAdapter()
-        adapter = AliyunAdapter()
+        adapter = LocalFileAdapter()
+        # adapter = AliyunAdapter()
         converter = BaseMdImageConverter(adapter=adapter)
         converter.convert(
             "test.md",
diff --git a/tests/test_utils.py b/tests/test_utils.py
index b2087b6..4c70f6f 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -1,7 +1,7 @@
 import logging
 from unittest import TestCase
 
-from imarkdown.converter import supplementary_file_path, calculate_relative_path
+from imarkdown.converter import calculate_relative_path, supplementary_file_path
 
 logging.basicConfig(level=logging.DEBUG)
 logger = logging.getLogger(__name__)