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Notebook tools #124
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Notebook tools #124
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| from typing import Literal, List, Dict, Any, Set | ||
| import nbformat | ||
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| from jupyter_server.base.call_context import CallContext | ||
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| from jupyter_server_documents.rooms.yroom import YRoom | ||
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| def add_cell( | ||
| file_path: str, | ||
| content: str | None = None, | ||
| cell_index: int | None = None, | ||
| add_above: bool = False, | ||
| cell_type: Literal["code", "markdown", "raw"] = "code" | ||
| ): | ||
| """Adds a new cell to the Jupyter notebook above or below a specified cell index. | ||
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| This function adds a new cell to a Jupyter notebook. It first attempts to use | ||
| the in-memory YDoc representation if the notebook is currently active. If the | ||
| notebook is not active, it falls back to using the filesystem to read, modify, | ||
| and write the notebook file directly. | ||
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| Args: | ||
| file_path: The absolute path to the notebook file on the filesystem. | ||
| content: The content of the new cell. If None, an empty cell is created. | ||
| cell_index: The zero-based index where the cell should be added. If None, | ||
| the cell is added at the end of the notebook. | ||
| add_above: If True, the cell is added above the specified index. If False, | ||
| it's added below the specified index. | ||
| cell_type: The type of cell to add ("code", "markdown"). | ||
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| Returns: | ||
| None | ||
| """ | ||
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| file_id = _get_file_id(file_path) | ||
| ydoc = _get_jupyter_ydoc(file_id) | ||
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| if ydoc: | ||
| cells_count = ydoc.cell_number() | ||
| insert_index = _determine_insert_index(cells_count, cell_index, add_above) | ||
| ycell = ydoc.create_ycell({ | ||
| "cell_type": cell_type, | ||
| "source": content or "", | ||
| }) | ||
| ydoc.cells.insert(insert_index, ycell) | ||
| else: | ||
| with open(file_path, 'r', encoding='utf-8') as f: | ||
| notebook = nbformat.read(f, as_version=nbformat.NO_CONVERT) | ||
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| cells_count = len(notebook.cells) | ||
| insert_index = _determine_insert_index(cells_count, cell_index, add_above) | ||
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| if cell_type == "code": | ||
| notebook.cells.insert(insert_index, nbformat.v4.new_code_cell( | ||
| source=content or "" | ||
| )) | ||
| elif cell_type == "markdown": | ||
| notebook.cells.insert(insert_index, nbformat.v4.new_markdown_cell( | ||
| source=content or "" | ||
| )) | ||
| else: | ||
| notebook.cells.insert(insert_index, nbformat.v4.new_raw_cell( | ||
| source=content or "" | ||
| )) | ||
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| with open(file_path, 'w', encoding='utf-8') as f: | ||
| nbformat.write(notebook, f) | ||
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| def delete_cell(file_path: str, cell_index: int): | ||
| """Removes a notebook cell at the specified cell index. | ||
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| This function deletes a cell from a Jupyter notebook. It first attempts to use | ||
| the in-memory YDoc representation if the notebook is currently active. If the | ||
| notebook is not active, it falls back to using the filesystem to read, modify, | ||
| and write the notebook file directly using nbformat. | ||
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| Args: | ||
| file_path: The absolute path to the notebook file on the filesystem. | ||
| cell_index: The zero-based index of the cell to delete. | ||
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| Returns: | ||
| None | ||
| """ | ||
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| file_id = _get_file_id(file_path) | ||
| ydoc = _get_jupyter_ydoc(file_id) | ||
| if ydoc: | ||
| if 0 <= cell_index < len(ydoc.cells): | ||
| del ydoc.cells[cell_index] | ||
| else: | ||
| with open(file_path, 'r', encoding='utf-8') as f: | ||
| notebook = nbformat.read(f, as_version=nbformat.NO_CONVERT) | ||
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| if 0 <= cell_index < len(notebook.cells): | ||
| notebook.cells.pop(cell_index) | ||
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| with open(file_path, 'w', encoding='utf-8') as f: | ||
| nbformat.write(notebook, f) | ||
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| def edit_cell( | ||
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| file_path: str, | ||
| cell_index: int, | ||
| content: str | None = None | ||
| ) -> None: | ||
| """Edits the content of a notebook cell at the specified index | ||
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| This function modifies the content of a cell in a Jupyter notebook. It first attempts to use | ||
| the in-memory YDoc representation if the notebook is currently active. If the | ||
| notebook is not active, it falls back to using the filesystem to read, modify, | ||
| and write the notebook file directly using nbformat. | ||
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| Args: | ||
| file_path: The absolute path to the notebook file on the filesystem. | ||
| cell_index: The zero-based index of the cell to edit. | ||
| content: The new content for the cell. If None, the cell content remains unchanged. | ||
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| Returns: | ||
| None | ||
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| Raises: | ||
| IndexError: If the cell_index is out of range for the notebook. | ||
| """ | ||
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| file_id = _get_file_id(file_path) | ||
| ydoc = _get_jupyter_ydoc(file_id) | ||
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| if ydoc: | ||
| cells_count = len(ydoc.cells) | ||
| if 0 <= cell_index < cells_count: | ||
| if content is not None: | ||
| ydoc.cells[cell_index]["source"] = content | ||
| else: | ||
| raise IndexError( | ||
| f"{cell_index=} is out of range for notebook at {file_path=} with {cells_count=}" | ||
| ) | ||
| else: | ||
| with open(file_path, 'r', encoding='utf-8') as f: | ||
| notebook = nbformat.read(f, as_version=nbformat.NO_CONVERT) | ||
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| cell_count = len(notebook.cells) | ||
| if 0 <= cell_index < cell_count: | ||
| if content is not None: | ||
| notebook.cells[cell_index].source = content | ||
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| with open(file_path, 'w', encoding='utf-8') as f: | ||
| nbformat.write(notebook, f) | ||
| else: | ||
| raise IndexError( | ||
| f"{cell_index=} is out of range for notebook at {file_path=} with {cell_count=}" | ||
| ) | ||
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| def read_cell(file_path: str, cell_index: int) -> Dict[str, Any]: | ||
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| """Returns the content and metadata of a cell at the specified index""" | ||
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| with open(file_path, 'r', encoding='utf-8') as f: | ||
| notebook = nbformat.read(f, as_version=nbformat.NO_CONVERT) | ||
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| cell_count = len(notebook.cells) | ||
| if 0 <= cell_index < cell_count: | ||
| cell = notebook.cells[cell_index] | ||
| return cell | ||
| else: | ||
| raise IndexError( | ||
| f"{cell_index=} is out of range for notebook at {file_path=} with {cell_count=}" | ||
| ) | ||
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| def read_notebook(file_id: str) -> str: | ||
| """Returns the complete notebook content as markdown string""" | ||
| pass | ||
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| def read_notebook_source(file_id: str) -> Dict[str, Any]: | ||
| """Returns the complete notebook content including metadata""" | ||
| pass | ||
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| def summarize_notebook(file_id: str, max_length: int = 500) -> str: | ||
| """Generates a summary of the notebook content""" | ||
| pass | ||
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| def _get_serverapp(): | ||
| handler = CallContext.get(CallContext.JUPYTER_HANDLER) | ||
| serverapp = handler.serverapp | ||
| return serverapp | ||
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| def _get_jupyter_ydoc(file_id: str) -> YRoom | None: | ||
| serverapp = _get_serverapp() | ||
| yroom_manager = serverapp.web_app.settings["yroom_manager"] | ||
| room_id = f"json:notebook:{file_id}" | ||
| if yroom_manager.has_room(room_id): | ||
| yroom = yroom_manager.get_room(room_id) | ||
| notebook = yroom.get_jupyter_ydoc() | ||
| return notebook | ||
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| def _get_file_id(file_path: str) -> str: | ||
| serverapp = _get_serverapp() | ||
| file_id_manager = serverapp.web_app.settings["file_id_manager"] | ||
| file_id = file_id_manager.get_id(file_path) | ||
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| return file_id | ||
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| def _determine_insert_index(cells_count: int, cell_index: int, add_above: bool) -> int: | ||
| if cell_index is None: | ||
| insert_index = cells_count | ||
| else: | ||
| if not (0 <= cell_index < cells_count): | ||
| cell_index = max(0, min(cell_index, cells_count)) | ||
| insert_index = cell_index if add_above else cell_index + 1 | ||
| return insert_index | ||
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