add notebooks linting with black

.ci/check_links.py

@@ -10,33 +10,35 @@
 NOTEBOOKS_ROOT = Path(__file__).resolve().parents[1]
 
 EXCEPTIONS_URLs = [
-    "medium.com", 
-    "https://www.paddlepaddle.org.cn/", 
-    "mybinder.org", 
-    "https://arxiv.org", 
-    "http://host.robots.ox.ac.uk", 
-    "https://gitee.com/"
+    "medium.com",
+    "https://www.paddlepaddle.org.cn/",
+    "mybinder.org",
+    "https://arxiv.org",
+    "http://host.robots.ox.ac.uk",
+    "https://gitee.com/",
 ]
 
+
 def get_all_ast_nodes(ast_nodes):
     for node in ast_nodes:
         yield node
-        if 'children' in node:
-            yield from get_all_ast_nodes(node['children'])
+        if "children" in node:
+            yield from get_all_ast_nodes(node["children"])
+
 
 def get_all_references_from_md(md_path):
     parse_markdown = mistune.create_markdown(renderer=mistune.AstRenderer())
-    ast = parse_markdown(md_path.read_text(encoding='UTF-8'))
+    ast = parse_markdown(md_path.read_text(encoding="UTF-8"))
 
     for node in get_all_ast_nodes(ast):
-        if node['type'] == 'image':
-            yield node['src']
-        elif node['type'] == 'link':
-            yield node['link']
+        if node["type"] == "image":
+            yield node["src"]
+        elif node["type"] == "link":
+            yield node["link"]
 
 
 def validate_colab_url(url: str) -> bool:
-    OPENVINO_COLAB_URL_PREFIX = 'https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/latest/'
+    OPENVINO_COLAB_URL_PREFIX = "https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/latest/"
 
     if not url.startswith(OPENVINO_COLAB_URL_PREFIX):
         return
@@ -45,7 +47,8 @@ def validate_colab_url(url: str) -> bool:
     absolute_notebook_path = NOTEBOOKS_ROOT / notebook_path
 
     if not absolute_notebook_path.exists():
-        raise ValueError(f'notebook not found for colab url {url!r}')
+        raise ValueError(f"notebook not found for colab url {url!r}")
+
 
 def main():
     all_passed = True
@@ -55,45 +58,52 @@ def complain(message):
         all_passed = False
         print(message, file=sys.stderr)
 
-    for md_path in NOTEBOOKS_ROOT.glob('**/*README*.md'): 
+    for md_path in NOTEBOOKS_ROOT.glob("**/*README*.md"):
         for url in get_all_references_from_md(md_path):
-
             try:
                 components = urllib.parse.urlparse(url)
             except ValueError:
-                complain(f'{md_path}: invalid URL reference {url!r}')
+                complain(f"{md_path}: invalid URL reference {url!r}")
                 continue
 
-            if not components.path: # self-link
+            if not components.path:  # self-link
                 continue
 
             if not components.scheme and not components.netloc:
                 # check if it is relative path on file from repo
                 file_name = md_path.parent / components.path
                 if not file_name.exists():
-                    complain(f'{md_path}: invalid URL reference {url!r}')
+                    complain(f"{md_path}: invalid URL reference {url!r}")
                 continue
 
             try:
                 validate_colab_url(url)
             except ValueError as err:
-                complain(f'{md_path}: {err}')
+                complain(f"{md_path}: {err}")
 
             try:
                 get = requests.get(url, timeout=10)
                 if get.status_code != 200:
-                    if get.status_code in [500, 429, 443] and any([known_url in url for known_url in EXCEPTIONS_URLs]):
-                        print(f'SKIP - {md_path}: URL can not be reached {url!r}, status code {get.status_code}')
+                    if get.status_code in [500, 429, 443] and any(
+                        [known_url in url for known_url in EXCEPTIONS_URLs]
+                    ):
+                        print(
+                            f"SKIP - {md_path}: URL can not be reached {url!r}, status code {get.status_code}"
+                        )
                         continue
-                    complain(f'{md_path}: URL can not be reached {url!r}, status code {get.status_code}')    
+                    complain(
+                        f"{md_path}: URL can not be reached {url!r}, status code {get.status_code}"
+                    )
             except Exception as err:
                 if any([known_url in url for known_url in EXCEPTIONS_URLs]):
-                    print(f'SKIP - {md_path}: URL can not be reached {url!r}, error {err}')
-                else:    
-                    complain(f'{md_path}: URL can not be reached {url!r}, error {err}')
+                    print(
+                        f"SKIP - {md_path}: URL can not be reached {url!r}, error {err}"
+                    )
+                else:
+                    complain(f"{md_path}: URL can not be reached {url!r}, error {err}")
 
     sys.exit(0 if all_passed else 1)
 
 
-if __name__ == '__main__':
-    main()
+if __name__ == "__main__":
+    main()

.ci/convert_notebooks.py

@@ -1,6 +1,6 @@
 import argparse
 import shutil
-import subprocess # nosec - disable B404:import-subprocess check
+import subprocess  # nosec - disable B404:import-subprocess check
 import time
 from pathlib import Path
 import nbformat
@@ -18,14 +18,17 @@ def disable_gradio_debug(notebook_path):
         print(f"Disabled gradio debug mode for {notebook_path}")
         nbformat.write(nb, str(notebook_path), version=nbformat.NO_CONVERT)
 
+
 def arguments():
     parser = argparse.ArgumentParser()
     parser.add_argument("--exclude_execution_file")
     parser.add_argument("--exclude_conversion_file")
-    parser.add_argument("--timeout", type=float, default=7200,
-                        help="timeout for notebook execution")
-    parser.add_argument("--rst_dir", type=Path,
-                        help="rst files output directory", default=Path("rst"))
+    parser.add_argument(
+        "--timeout", type=float, default=7200, help="timeout for notebook execution"
+    )
+    parser.add_argument(
+        "--rst_dir", type=Path, help="rst files output directory", default=Path("rst")
+    )
 
     return parser.parse_args()
 
@@ -48,19 +51,36 @@ def main():
         ignore_execution_list = prepare_ignore_list(args.exclude_execution_file)
     root = Path(__file__).parents[1]
     notebooks_dir = root / "notebooks"
-    notebooks = sorted(list(notebooks_dir.rglob('**/*.ipynb')))
+    notebooks = sorted(list(notebooks_dir.rglob("**/*.ipynb")))
     for notebook in notebooks:
         notebook_path = notebook.relative_to(root)
         if str(notebook_path) in ignore_conversion_list:
             continue
         disable_gradio_debug(notebook_path)
-        notebook_executed = notebook_path.parent / notebook_path.name.replace(".ipynb", "-with-output.ipynb")
+        notebook_executed = notebook_path.parent / notebook_path.name.replace(
+            ".ipynb", "-with-output.ipynb"
+        )
         start = time.perf_counter()
         print(f"Convert {notebook_path}")
         if str(notebook_path) not in ignore_execution_list:
             try:
-                retcode = subprocess.run(["jupyter", "nbconvert",  "--log-level=INFO", "--execute", "--to",  "notebook", "--output",
-                                        str(notebook_executed),  '--output-dir', str(root), '--ExecutePreprocessor.kernel_name=python3', str(notebook_path)], timeout=args.timeout).returncode
+                retcode = subprocess.run(
+                    [
+                        "jupyter",
+                        "nbconvert",
+                        "--log-level=INFO",
+                        "--execute",
+                        "--to",
+                        "notebook",
+                        "--output",
+                        str(notebook_executed),
+                        "--output-dir",
+                        str(root),
+                        "--ExecutePreprocessor.kernel_name=python3",
+                        str(notebook_path),
+                    ],
+                    timeout=args.timeout,
+                ).returncode
             except subprocess.TimeoutExpired:
                 retcode = -42
                 print(f"TIMEOUT: {notebook_path}")
@@ -69,11 +89,35 @@ def main():
                 continue
         else:
             shutil.copyfile(notebook_path, notebook_executed)
-        rst_retcode = subprocess.run(["jupyter", "nbconvert", "--to", "rst", str(notebook_executed), "--output-dir", str(args.rst_dir),
-                                          "--TagRemovePreprocessor.remove_all_outputs_tags=hide_output --TagRemovePreprocessor.enabled=True"], timeout=args.timeout).returncode
+        rst_retcode = subprocess.run(
+            [
+                "jupyter",
+                "nbconvert",
+                "--to",
+                "rst",
+                str(notebook_executed),
+                "--output-dir",
+                str(args.rst_dir),
+                "--TagRemovePreprocessor.remove_all_outputs_tags=hide_output --TagRemovePreprocessor.enabled=True",
+            ],
+            timeout=args.timeout,
+        ).returncode
         notebook_rst = args.rst_dir / notebook_executed.name.replace(".ipynb", ".rst")
         # remove all non-printable characters
-        subprocess.run(["sed", "-i", "-e", "s/\x1b\[[0-9;]*m//g", "-e", "s/\x1b\[?25h//g", "-e", "s/\x1b\[?25l//g", str(notebook_rst)], timeout=args.timeout)
+        subprocess.run(
+            [
+                "sed",
+                "-i",
+                "-e",
+                "s/\x1b\[[0-9;]*m//g",
+                "-e",
+                "s/\x1b\[?25h//g",
+                "-e",
+                "s/\x1b\[?25l//g",
+                str(notebook_rst),
+            ],
+            timeout=args.timeout,
+        )
 
         end = time.perf_counter() - start
         print(f"Notebook conversion took: {end:.4f} s")
@@ -90,4 +134,4 @@ def main():
 
 
 if __name__ == "__main__":
-    main()
+    main()

.ci/dev-requirements.txt

@@ -3,7 +3,7 @@
 # black==21.8 requires typing-extensions>3.10 which is incompatible
 # with other packages
 -r ../requirements.txt
-black==24.3.0               # format Python code
+black[jupyter]==24.3.0               # format Python code
 isort                       # sort imports
 jupyterlab-code-formatter   # format code in notebooks in Jupyter Lab
 jupyterlab-git              # checkout and commit code in Jupyter Lab

.ci/spellcheck/.pyspelling.wordlist.txt

@@ -226,6 +226,7 @@ finetuning
 FLAC
 floyd
 Formatter
+formatter
 fp
 FP
 FPN

.ci/spellcheck/ipynb_filter.py

@@ -42,7 +42,11 @@ def _filter(self, nb):
 
     def sfilter(self, source):
         """Execute filter."""
-        return [filters.SourceText(self._filter(source.text), source.context, source.encoding, "ipynb")]
+        return [
+            filters.SourceText(
+                self._filter(source.text), source.context, source.encoding, "ipynb"
+            )
+        ]
 
 
 def get_plugin():

.ci/spellcheck/run_spellcheck.py

@@ -18,7 +18,9 @@
     env=dict(os.environ, PYTHONPATH=PYTHONPATH),
 )
 
-result_output = result.stdout.strip("\n") if result.stdout else result.stderr.strip("\n")
+result_output = (
+    result.stdout.strip("\n") if result.stdout else result.stderr.strip("\n")
+)
 
 print(result_output, file=sys.stderr if result.returncode else sys.stdout, flush=True)