Features/profile execution

.gitignore

@@ -150,3 +150,5 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
+/tests/test_data/notebook1/output
+/tests/test_data/notebook2/output

README.md

@@ -49,7 +49,7 @@ millrun --help
 │ *    notebook_dir_or_file      TEXT  Path to a notebook file or a directory containing notebooks.   │
 │                                      [default: None]                                                │
 │                                      [required]                                                     │
-│ *    params                    TEXT  JSON file that contains parameters for notebook execution. Can │
+│ *    notebook_params           TEXT  JSON file that contains parameters for notebook execution. Can │
 │                                      either be a 'list of dict' or 'dict of list'.                  │
 │                                      [default: None]                                                │
 │                                      [required]                                                     │
@@ -140,6 +140,38 @@ Where each notebook given to millrun will execute against each dictionary in the
 This format is offered as a convenience format. Internally, it is converted into "Format 1" prior to execution.
 
 
+## CLI Profile execution
+
+As of v0.2.0, `millrun` allows the creation of a "profiles" yaml file which prevents the need for typing really long commands on the command line, especially if, for a particular project, the commands are always going to be the same.
+
+YAML format:
+
+The format basically describes the kwargs required to execute the command.
+
+The top level keys can be arbitrarily named but they represent one command execution.
+The values underneath each top level key are the kwargs of the command.
+
+The only required values are `notebook_dir_or_file` and `notebook_params`. All other params are optional.
+
+```yaml
+notebook1: # This is the name of the profile. A profile is equal to one command on the command line
+  notebook_dir_or_file: ./notebook1/notebook1.ipynb # Req'd
+  notebook_params: ./notebook1/notebook1_params.json # Req'd
+  output_dir: ./notebook1/output # Optional
+  prepend: # Optional
+    - name
+    - design
+  append: # Optional
+    - executed
+
+notebook2: # This profile will be executed immediately after the first profile. It's like running the command again.
+  notebook_dir_or_file: ./notebook2
+  notebook_params: ./notebook2/notebook2_params.json
+  output_dir: ./notebook2/output
+  prepend:
+    - tester
+```
+
 ## CLI parallel execution
 
 Since millrun iterates over two dimensions (each notebook and then dict of parameters in the list), there are two ways of parellelizing: 
@@ -153,7 +185,6 @@ However, this method becomes inefficient if you have MANY notebooks and only 1-3
 
 If you need this use case then feel free to raise an issue and/or contribute a PR to implement it as an option for execution.
 
-
 ## Troubleshooting
 
 There seems to be an un-planned-for behaviour (by me) with the parallel execution where if there is an error in the execution process, that iteration is simply skipped. I don't have any `try`/`except` in the code that causes this. 

pyproject.toml

@@ -9,6 +9,7 @@ requires-python = ">=3.10"
 dependencies = [
     "papermill>=2.6.0",
     "rich",
+    "ruamel-yaml>=0.18.15",
     "typer>=0.16.0",
 ]
 
@@ -21,5 +22,7 @@ build-backend = "flit_core.buildapi"
 
 [dependency-groups]
 dev = [
+    "black>=25.1.0",
     "ipykernel>=6.29.5",
+    "pytest>=8.4.2",
 ]

src/millrun/__init__.py

@@ -1,8 +1,8 @@
 """
 Millrun: A Python library and CLI tool to automate the execution of notebooks
-with papermill. 
+with papermill.
 """
 
 __version__ = "0.1.1"
 
-from .millrun import execute_run
+from .millrun import execute_run

src/millrun/cli.py

@@ -1,19 +1,17 @@
 import json
+from ruamel.yaml import YAML
 from typing import Optional, Any
 from typing_extensions import Annotated
 import pathlib
 
 import typer
-from .millrun import execute_run
+from .millrun import execute_run, execute_profile
 
 
-def _parse_json(filepath: str) -> dict:
-    with open(filepath, 'r') as file:
-        return json.load(file)
 
 APP_INTRO = typer.style(
-"""
-AISC sections database W-section selection tool (2023-05-28)
+    """
+Executes a notebook or directory of notebooks using the provided bulk parameters JSON file
 """,
     fg=typer.colors.BRIGHT_YELLOW,
     bold=True,
@@ -23,43 +21,69 @@ def _parse_json(filepath: str) -> dict:
     add_completion=False,
     no_args_is_help=True,
     help=APP_INTRO,
-    # pretty_exceptions_enable=False,
-    pretty_exceptions_show_locals=False
+    pretty_exceptions_show_locals=False,
 )
 
+
 @app.command(
-    name='run',
+    name="run",
     help="Executes a notebook or directory of notebooks using the provided bulk parameters JSON file",
     context_settings={"allow_extra_args": True, "ignore_unknown_options": True},
 )
 def run(
-    notebook_dir_or_file: Annotated[str, typer.Argument(
-        help="Path to a notebook file or a directory containing notebooks.")
-    ],
-    params: Annotated[str, typer.Argument(
-        help=("JSON file that contains parameters for notebook execution. "
-              "Can either be a 'list of dict' or 'dict of list'."),
-        callback=lambda value: _parse_json(value),
-        )
-    ],
-    output_dir: Annotated[Optional[str], typer.Option(
-        help=("Directory to place output files into. If not provided"
-              " the file directory will be used."),
-        )
+    notebook_dir_or_file: Annotated[
+        Optional[str],
+        typer.Argument(
+            help="Path to a notebook file or a directory containing notebooks.",
+        ),
     ] = None,
-    prepend: Annotated[Optional[str], typer.Option(
-        help=("Prepend components to use on output filename."
-              "Can use dict keys from 'params' which will be evaluated."
-              "(Comma-separated values)."),
-        callback=lambda x: x.split(",") if x else None
-        )
+    notebook_params: Annotated[
+        Optional[str],
+        typer.Argument(
+            help=(
+                "JSON file that contains parameters for notebook execution. "
+                "Can either be a 'list of dict' or 'dict of list'."
+            ),
+        ),
     ] = None,
-    append: Annotated[Optional[str], typer.Option(
-        help=("Append components to use on output filename."
-              "Can use dict keys from 'params' which will be evaluated."
-              "(Comma-separated values)."),
-        callback=lambda x: x.split(",") if x else None
-        )
+    profile: Annotated[
+        Optional[str],
+        typer.Argument(
+            help=(
+                "A millrun YAML profile file that specifies the notebook_dir_or_file and notebook_params (along with additional options) instead of providing them directly."
+            ),
+        ),
+    ] = None,
+    output_dir: Annotated[
+        Optional[str],
+        typer.Option(
+            help=(
+                "Directory to place output files into. If not provided"
+                " the current working directory will be used."
+            ),
+        ),
+    ] = None,
+    prepend: Annotated[
+        Optional[str],
+        typer.Option(
+            help=(
+                "Prepend components to use on output filename."
+                "Can use dict keys from 'params' which will be evaluated."
+                "(Comma-separated values)."
+            ),
+            callback=lambda x: x.split(",") if x else None,
+        ),
+    ] = None,
+    append: Annotated[
+        Optional[str],
+        typer.Option(
+            help=(
+                "Append components to use on output filename."
+                "Can use dict keys from 'params' which will be evaluated."
+                "(Comma-separated values)."
+            ),
+            callback=lambda x: x.split(",") if x else None,
+        ),
     ] = None,
     recursive: bool = False,
     exclude_glob_pattern: Optional[str] = None,
@@ -69,19 +93,27 @@ def run(
         output_dir = pathlib.Path(output_dir)
     else:
         output_dir = pathlib.Path.cwd()
-    execute_run(
-        notebook_dir_or_file,
-        params,
-        output_dir,
-        prepend,
-        append,
-        recursive,
-        exclude_glob_pattern,
-        include_glob_pattern,
-        use_multiprocessing=True
-        # **kwargs
-    )
+
+    # Automated profile execution
+    if profile is not None:
+        profile_file = pathlib.Path.cwd() / pathlib.Path(profile)
+        execute_profile(profile_file)
+
+    # Typical execution
+    elif None not in [notebook_dir_or_file, notebook_params]:
+        execute_run(
+            notebook_dir_or_file,
+            notebook_params,
+            output_dir,
+            prepend,
+            append,
+            recursive,
+            exclude_glob_pattern,
+            include_glob_pattern,
+            use_multiprocessing=True,
+            # **kwargs
+        )
 
 
 if __name__ == "__main__":
-    app()
+    app()