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| 1 | +#!/usr/bin/env python3 |
| 2 | +from typing import TypeAlias, Sequence |
| 3 | +import json |
| 4 | +from pathlib import Path |
| 5 | +from collections import Counter |
| 6 | +from argparse import ArgumentParser, Namespace |
| 7 | +from loguru import logger |
| 8 | + |
| 9 | +Criterion: TypeAlias = str | list[str] | dict[str, list[str]] |
| 10 | + |
| 11 | + |
| 12 | +def _reg_criterion(criterion: str | list[str] | dict[str, list[str]]): |
| 13 | + if isinstance(criterion, str): |
| 14 | + if criterion == "": |
| 15 | + criterion = [] |
| 16 | + else: |
| 17 | + criterion = [criterion] |
| 18 | + if isinstance(criterion, list): |
| 19 | + criterion = {"include": criterion, "exclude": []} |
| 20 | + return criterion |
| 21 | + |
| 22 | + |
| 23 | +class Cell(): |
| 24 | + def __init__(self, cell: dict): |
| 25 | + self._cell = cell |
| 26 | + self._source = self.source(0) |
| 27 | + |
| 28 | + def source(self, indent: int = 0): |
| 29 | + return "".join(" " * indent + line for line in self._cell["source"]) |
| 30 | + |
| 31 | + def match_keyword(self, keyword: Criterion): |
| 32 | + kwd = _reg_criterion(keyword) |
| 33 | + return all(k in self._source for k in kwd["include"] |
| 34 | + ) and not any(k in self._source for k in kwd["exclude"]) |
| 35 | + |
| 36 | + def match_type(self, type_: str) -> bool: |
| 37 | + if type_ == "": |
| 38 | + return True |
| 39 | + return self._cell["cell_type"] == type_ |
| 40 | + |
| 41 | + |
| 42 | +class Notebook(): |
| 43 | + def __init__(self, path: str | Path): |
| 44 | + self.path = Path(path) if isinstance(path, str) else path |
| 45 | + self._notebook = self._read_notebook() |
| 46 | + self.lang = self._get_lang().lower() |
| 47 | + self._cells = [Cell(cell) for cell in self._notebook["cells"]] |
| 48 | + |
| 49 | + def _get_lang(self) -> str: |
| 50 | + if self._notebook["nbformat"] <= 4: |
| 51 | + return self._notebook["metadata"]["language_info"]["name"] |
| 52 | + return self._notebook["metadata"]["kernelspec"]["language"] |
| 53 | + |
| 54 | + def _read_notebook(self) -> dict: |
| 55 | + with self.path.open() as fin: |
| 56 | + return json.load(fin) |
| 57 | + |
| 58 | + def match_language(self, language: Criterion) -> bool: |
| 59 | + lang = _reg_criterion(language) |
| 60 | + return all(self.lang == l.lower() for l in lang["include"] |
| 61 | + ) and not any(self.lang == l.lower() for l in lang["exclude"]) |
| 62 | + |
| 63 | + def cells(self, keyword: Criterion, type_: str = "") -> list[Cell]: |
| 64 | + return [ |
| 65 | + cell for cell in self._cells |
| 66 | + if cell.match_type(type_) and cell.match_keyword(keyword) |
| 67 | + ] |
| 68 | + |
| 69 | + def __repr__(self) -> str: |
| 70 | + return f"Notebook({self.path})" |
| 71 | + |
| 72 | + |
| 73 | +def print_nb_cells( |
| 74 | + nb_cells: tuple[tuple[Notebook, Cell], ...], num_notebooks: int, num_cells: int |
| 75 | +): |
| 76 | + n = len(nb_cells) |
| 77 | + print(f"Matched {n} notebooks") |
| 78 | + print( |
| 79 | + f"Display {min(n, num_notebooks)} notebooks each with up to {num_cells} cells\n" |
| 80 | + ) |
| 81 | + for nb, cells in nb_cells[:num_notebooks]: |
| 82 | + print(f"{nb.path}: {nb.lang}") |
| 83 | + for idx, cell in enumerate(cells[:num_cells]): |
| 84 | + print( |
| 85 | + f" ------------------------------------ Cell {idx} ------------------------------------" |
| 86 | + ) |
| 87 | + print(cell.source(4)) |
| 88 | + print( |
| 89 | + f"========================================================================================\n\n" |
| 90 | + ) |
| 91 | + |
| 92 | + |
| 93 | +def search_notebooks( |
| 94 | + notebooks: list[Notebook], |
| 95 | + keyword: Criterion = "", |
| 96 | + type_: str = "", |
| 97 | + language: Criterion = "" |
| 98 | +): |
| 99 | + notebooks = [nb for nb in notebooks if nb.match_language(language)] |
| 100 | + return tuple((nb, cells) for nb in notebooks if (cells := nb.cells(keyword, type_))) |
| 101 | + |
| 102 | + |
| 103 | +def list_languages(notebooks: list[Notebook]) -> list[tuple[str, int]]: |
| 104 | + counter = Counter(nb.lang for nb in notebooks) |
| 105 | + counter = list(counter.items()) |
| 106 | + counter.sort(key=lambda t: -t[1]) |
| 107 | + return counter |
| 108 | + |
| 109 | + |
| 110 | +def find_notebooks(paths: Sequence[str]) -> list[Notebook]: |
| 111 | + notebooks = set() |
| 112 | + for path in paths: |
| 113 | + path = Path(path) |
| 114 | + if path.is_file(): |
| 115 | + if path.suffix == ".ipynb": |
| 116 | + notebooks.add(path) |
| 117 | + else: |
| 118 | + logger.warning(f"The file {path} is not a notebook!") |
| 119 | + elif path.is_dir(): |
| 120 | + for p in path.glob("**/*.ipynb"): |
| 121 | + notebooks.add(p) |
| 122 | + return [Notebook(path) for path in notebooks] |
| 123 | + |
| 124 | + |
| 125 | +def _list_langs_args(args): |
| 126 | + notebooks = find_notebooks(args.paths) |
| 127 | + counter = list_languages(notebooks) |
| 128 | + for lang, freq in counter: |
| 129 | + print(f"{lang}: {freq}") |
| 130 | + print() |
| 131 | + |
| 132 | + |
| 133 | +def _search_notebooks_args(args): |
| 134 | + notebooks = find_notebooks(args.paths) |
| 135 | + lang = { |
| 136 | + "include": args.lang_include, |
| 137 | + "exclude": args.lang_exclude, |
| 138 | + } |
| 139 | + kwd = { |
| 140 | + "include": args.kwd_include, |
| 141 | + "exclude": args.kwd_exclude, |
| 142 | + } |
| 143 | + nb_cells = search_notebooks(notebooks, keyword=kwd, language=lang) |
| 144 | + print_nb_cells(nb_cells, args.num_notebooks, args.num_cells) |
| 145 | + |
| 146 | + |
| 147 | +def parse_args(args=None, namespace=None) -> Namespace: |
| 148 | + """Parse command-line arguments. |
| 149 | + """ |
| 150 | + parser = ArgumentParser(description="Search for notebooks.") |
| 151 | + subparsers = parser.add_subparsers(dest="sub_cmd", help="Sub commands.") |
| 152 | + _subparse_search(subparsers) |
| 153 | + _subparse_list(subparsers) |
| 154 | + return parser.parse_args(args=args, namespace=namespace) |
| 155 | + |
| 156 | + |
| 157 | +def _subparse_list(subparsers): |
| 158 | + subparser_list = subparsers.add_parser( |
| 159 | + "list", |
| 160 | + aliases=["l", "ls"], |
| 161 | + help="List languages used by notebooks.", |
| 162 | + ) |
| 163 | + subparser_list.add_argument( |
| 164 | + "-p", |
| 165 | + "--paths", |
| 166 | + dest="paths", |
| 167 | + nargs="+", |
| 168 | + required=True, |
| 169 | + help="Paths to notebooks or directories containing notebooks." |
| 170 | + ) |
| 171 | + subparser_list.set_defaults(func=_list_langs_args) |
| 172 | + |
| 173 | + |
| 174 | +def _subparse_search(subparsers): |
| 175 | + subparser_search = subparsers.add_parser( |
| 176 | + "search", |
| 177 | + aliases=["s"], |
| 178 | + help="Search for notebooks.", |
| 179 | + ) |
| 180 | + subparser_search.add_argument( |
| 181 | + "-p", |
| 182 | + "--paths", |
| 183 | + dest="paths", |
| 184 | + nargs="+", |
| 185 | + required=True, |
| 186 | + help="Paths to notebooks or directories containing notebooks." |
| 187 | + ) |
| 188 | + subparser_search.add_argument( |
| 189 | + "-l", |
| 190 | + "--lang-include", |
| 191 | + dest="lang_include", |
| 192 | + nargs="*", |
| 193 | + default=(), |
| 194 | + help="The language of notebooks." |
| 195 | + ) |
| 196 | + subparser_search.add_argument( |
| 197 | + "-L", |
| 198 | + "--lang-exclude", |
| 199 | + dest="lang_exclude", |
| 200 | + nargs="*", |
| 201 | + default=(), |
| 202 | + help="Languages that notebooks shouldn't include." |
| 203 | + ) |
| 204 | + subparser_search.add_argument( |
| 205 | + "-k", |
| 206 | + "--kwd-include", |
| 207 | + dest="kwd_include", |
| 208 | + nargs="*", |
| 209 | + default=(), |
| 210 | + help="Keywords to search for in cells of notebooks." |
| 211 | + ) |
| 212 | + subparser_search.add_argument( |
| 213 | + "-K", |
| 214 | + "--kwd-exclude", |
| 215 | + dest="kwd_exclude", |
| 216 | + nargs="*", |
| 217 | + default=(), |
| 218 | + help="Keywords that cells of notebooks shouldn't include." |
| 219 | + ) |
| 220 | + subparser_search.add_argument( |
| 221 | + "-n", |
| 222 | + "--num-notebooks", |
| 223 | + dest="num_notebooks", |
| 224 | + type=int, |
| 225 | + default=10, |
| 226 | + help="Number of matched notebooks to display." |
| 227 | + ) |
| 228 | + subparser_search.add_argument( |
| 229 | + "-c", |
| 230 | + "--num-cells", |
| 231 | + dest="num_cells", |
| 232 | + type=int, |
| 233 | + default=10, |
| 234 | + help="Number of matched cells in each notebook to display." |
| 235 | + ) |
| 236 | + subparser_search.set_defaults(func=_search_notebooks_args) |
| 237 | + |
| 238 | + |
| 239 | +def main() -> None: |
| 240 | + """The main function of the script. |
| 241 | + """ |
| 242 | + args = parse_args() |
| 243 | + args.func(args) |
| 244 | + |
| 245 | + |
| 246 | +if __name__ == "__main__": |
| 247 | + main() |
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