| 1 |  |  | """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 2 |  |  | Runner. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 3 |  |  | """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 4 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 5 |  |  | from __future__ import annotations | 
            
                                                                                                            
                            
            
                                    
            
            
                | 6 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 7 |  |  | from dataclasses import dataclass | 
            
                                                                                                            
                            
            
                                    
            
            
                | 8 |  |  | from datetime import datetime | 
            
                                                                                                            
                            
            
                                    
            
            
                | 9 |  |  | from pathlib import Path | 
            
                                                                                                            
                            
            
                                    
            
            
                | 10 |  |  | from typing import Any, Mapping, MutableMapping, Optional, Sequence, Type, Union | 
            
                                                                                                            
                            
            
                                    
            
            
                | 11 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 12 |  |  | import pandas as pd | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 13 |  |  | import typer | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 14 |  |  | from pocketutils.core.exceptions import InjectionError, PathExistsError | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 15 |  |  | from typeddfs import Checksums, TypedDfs | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 16 |  |  | from typeddfs.abs_dfs import AbsDf | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 17 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 18 |  |  | from mandos.entry.abstract_entries import Entry | 
            
                                                                                                            
                            
            
                                    
            
            
                | 19 |  |  | from mandos.entry.api_singletons import Apis | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 20 |  |  | from mandos.entry.entry_commands import Entries | 
            
                                                                                                            
                            
            
                                    
            
            
                | 21 |  |  | from mandos.entry.utils._arg_utils import EntryUtils | 
            
                                                                                                            
                            
            
                                    
            
            
                | 22 |  |  | from mandos.model.hit_dfs import HitDf | 
            
                                                                                                            
                            
            
                                    
            
            
                | 23 |  |  | from mandos.model.settings import SETTINGS | 
            
                                                                                                            
                            
            
                                    
            
            
                | 24 |  |  | from mandos.model.utils.setup import LOG_SETUP, logger | 
            
                                                                                                            
                            
            
                                    
            
            
                | 25 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 26 |  |  | cli = typer.Typer() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 27 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 28 |  |  | EntriesByCmd: MutableMapping[str, Type[Entry]] = {e.cmd(): e for e in Entries} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 29 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 30 |  |  | # these are not permitted in individual searches | 
            
                                                                                                            
                            
            
                                    
            
            
                | 31 |  |  | forbidden_keys = {"to", "stderr", "log", "replace", "proceed"} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 32 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 33 |  |  | SearchExplainDf = ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 34 |  |  |     TypedDfs.typed("SearchExplainDf") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 35 |  |  |     .require("key", "search", "source", dtype=str) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 36 |  |  |     .require("desc", "args", dtype=str) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 37 |  |  |     .strict() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 38 |  |  |     .secure() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 39 |  |  | ).build() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 40 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 41 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 42 |  |  | def _no_duplicate_keys(self: AbsDf) -> Optional[str]: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 43 |  |  |     group = self[["key"]].groupby("key").count().to_dict() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 44 |  |  |     bad = {k for k, v in group.items() if v > 1} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 45 |  |  |     if len(bad) > 0: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 46 |  |  |         return f"Duplicate keys: {', '.join(bad)}" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 47 |  |  |     return None | 
            
                                                                                                            
                            
            
                                    
            
            
                | 48 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 49 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 50 |  |  | def _no_illegal_cols(self: AbsDf) -> Optional[str]: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 51 |  |  |     illegal = {c for c in ["to", "path"] if c in self.columns} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 52 |  |  |     if len(illegal) > 0: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 53 |  |  |         return f"Illegal keys {', '.join(illegal)}" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 54 |  |  |     return None | 
            
                                                                                                            
                            
            
                                    
            
            
                | 55 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 56 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 57 |  |  | SearchConfigDf = ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 58 |  |  |     TypedDfs.typed("SearchConfigDf") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 59 |  |  |     .require("key", "source", dtype=str) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 60 |  |  |     .verify(_no_duplicate_keys) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 61 |  |  |     .verify(_no_illegal_cols) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 62 |  |  |     .add_read_kwargs("toml", aot="search") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 63 |  |  |     .add_write_kwargs("toml", aot="search") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 64 |  |  |     .secure() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 65 |  |  |     .build() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 66 |  |  | ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 67 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 68 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 69 |  |  | @dataclass(frozen=True, repr=True) | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 70 |  |  | class MultiSearch: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 71 |  |  |     config: SearchConfigDf | 
            
                                                                                                            
                            
            
                                    
            
            
                | 72 |  |  |     input_path: Path | 
            
                                                                                                            
                            
            
                                    
            
            
                | 73 |  |  |     out_dir: Path | 
            
                                                                                                            
                            
            
                                    
            
            
                | 74 |  |  |     suffix: str | 
            
                                                                                                            
                            
            
                                    
            
            
                | 75 |  |  |     restart: bool | 
            
                                                                                                            
                            
            
                                    
            
            
                | 76 |  |  |     proceed: bool | 
            
                                                                                                            
                            
            
                                    
            
            
                | 77 |  |  |     log_path: Optional[Path] | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 78 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 79 |  |  |     @property | 
            
                                                                        
                            
            
                                    
            
            
                | 80 |  |  |     def final_path(self) -> Path: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                        
                            
            
                                    
            
            
                | 81 |  |  |         name = "search_" + self.input_path.name + self.suffix | 
            
                                                                        
                            
            
                                    
            
            
                | 82 |  |  |         return self.out_dir / name | 
            
                                                                                                            
                            
            
                                    
            
            
                | 83 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 84 |  |  |     @property | 
            
                                                                                                            
                            
            
                                    
            
            
                | 85 |  |  |     def is_complete(self): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 86 |  |  |         return Checksums().get_filesum_of_file(self.final_path).exists() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 87 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 88 |  |  |     @property | 
            
                                                                                                            
                            
            
                                    
            
            
                | 89 |  |  |     def doc_path(self) -> Path: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 90 |  |  |         return Path(str(self.final_path.with_suffix("")) + ".doc.tsv") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 91 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 92 |  |  |     def test(self) -> None: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 93 |  |  |         self._build_and_test() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 94 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 95 |  |  |     def run(self) -> None: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 96 |  |  |         if self.final_path.exists(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 97 |  |  |             raise PathExistsError(f"{self.final_path} exists") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 98 |  |  |         commands = self._build_and_test() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 99 |  |  |         # start! | 
            
                                                                                                            
                            
            
                                    
            
            
                | 100 |  |  |         for cmd in commands: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 101 |  |  |             cmd.run() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 102 |  |  |         logger.notice("Done with all searches!") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 103 |  |  |         self._write_final(commands) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 104 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 105 |  |  |     def _write_final(self, commands: Sequence[CmdRunner]): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 106 |  |  |         # write the final file | 
            
                                                                                                            
                            
            
                                    
            
            
                | 107 |  |  |         df = HitDf(pd.concat([HitDf.read_file(cmd.output_path) for cmd in commands])) | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 108 |  |  |         now = datetime.now().isoformat(timespec="milliseconds") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 109 |  |  |         docs = self.get_docs(commands) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 110 |  |  |         SearchExplainDf([pd.Series(x) for x in docs]).write_file(self.doc_path) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 111 |  |  |         df = df.set_attrs(commands=docs, written=now) | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 112 |  |  |         df.write_file( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 113 |  |  |             self.final_path.resolve(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 114 |  |  |             dir_hash=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 115 |  |  |             file_hash=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 116 |  |  |             attrs=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 117 |  |  |             overwrite=self.restart, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 118 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 119 |  |  |         logger.notice(f"Concatenated results to {self.final_path}") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 120 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 121 |  |  |     def _build_and_test(self) -> Sequence[CmdRunner]: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 122 |  |  |         # build up the list of Entry classes first, and run ``test`` on each one | 
            
                                                                                                            
                            
            
                                    
            
            
                | 123 |  |  |         # that's to check that the parameters are correct before running anything | 
            
                                                                                                            
                            
            
                                    
            
            
                | 124 |  |  |         logger.info("Building commands...") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 125 |  |  |         commands = self._build_commands() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 126 |  |  |         if len(commands) == 0: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 127 |  |  |             logger.warning(f"No searches — nothing to do") | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 128 |  |  |             return [] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 129 |  |  |         # build and test | 
            
                                                                                                            
                            
            
                                    
            
            
                | 130 |  |  |         for cmd in commands: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 131 |  |  |             try: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 132 |  |  |                 logger.info(f"Testing {cmd.key} ({cmd.cmd.__name__})") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 133 |  |  |                 cmd.test() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 134 |  |  |             except Exception: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 135 |  |  |                 logger.error(f"Bad search {cmd}") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 136 |  |  |                 raise | 
            
                                                                                                            
                            
            
                                    
            
            
                | 137 |  |  |         logger.success("Searches look ok") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 138 |  |  |         return commands | 
            
                                                                                                            
                            
            
                                    
            
            
                | 139 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 140 |  |  |     def _build_commands(self) -> Sequence[CmdRunner]: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 141 |  |  |         commands = {} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 142 |  |  |         for i in range(len(self.config)): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 143 |  |  |             data = { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 144 |  |  |                 k: v | 
            
                                                                                                            
                            
            
                                    
            
            
                | 145 |  |  |                 for k, v in self.config.iloc[i].to_dict().items() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 146 |  |  |                 if v is not None and not pd.isna(v) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 147 |  |  |             } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 148 |  |  |             cmd = self._build_command(data) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 149 |  |  |             if cmd is not None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 150 |  |  |                 commands[cmd.key] = cmd | 
            
                                                                                                            
                            
            
                                    
            
            
                | 151 |  |  |         return list(commands.values()) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 152 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 153 |  |  |     def _build_command(self, data): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 154 |  |  |         key = data["key"] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 155 |  |  |         with logger.contextualize(key=key): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 156 |  |  |             default_to = self.out_dir / (key + SETTINGS.table_suffix) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 157 |  |  |             # not actually replacing -- we're just pretending so we can call adjust_filename | 
            
                                                                                                            
                            
            
                                    
            
            
                | 158 |  |  |             data["to"] = EntryUtils.adjust_filename( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 159 |  |  |                 None, default=default_to, replace=True, quiet=True | 
            
                                                                                                            
                            
            
                                    
            
            
                | 160 |  |  |             ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 161 |  |  |             data["log"] = self._get_log_path(key) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 162 |  |  |             data["stderr"] = None  # MANDOS_SETUP.main.level | 
            
                                                                                                            
                            
            
                                    
            
            
                | 163 |  |  |             cmd = CmdRunner.build(data, self.input_path, restart=self.restart, proceed=self.proceed) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 164 |  |  |         return cmd | 
            
                                                                                                            
                            
            
                                    
            
            
                | 165 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 166 |  |  |     def get_docs(self, commands: Sequence[CmdRunner]) -> Sequence[Mapping[str, Any]]: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                            
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 167 |  |  |         rows = [] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 168 |  |  |         for cmd in commands: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 169 |  |  |             st = cmd.cmd.get_search_type() | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 170 |  |  |             name = st.search_name() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 171 |  |  |             src = st.primary_data_source() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 172 |  |  |             desc = cmd.cmd.describe() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 173 |  |  |             args = " ".join([f'{k}="{v}"' for k, v in cmd.params.items()]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 174 |  |  |             ser = dict(key=cmd.key, search=name, source=src, desc=desc, args=args) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 175 |  |  |             rows.append(ser) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 176 |  |  |         return rows | 
            
                                                                                                            
                            
            
                                    
            
            
                | 177 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 178 |  |  |     def _get_log_path(self, key: str) -> Path: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 179 |  |  |         if self.log_path is None: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 180 |  |  |             suffix = SETTINGS.log_suffix | 
            
                                                                                                            
                            
            
                                    
            
            
                | 181 |  |  |             return self.out_dir / (key + suffix) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 182 |  |  |         else: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 183 |  |  |             suffix = LOG_SETUP.guess_file_sink_info(self.log_path).suffix | 
            
                                                                                                            
                            
            
                                    
            
            
                | 184 |  |  |             log_base = self.log_path.name[: -len(suffix)] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 185 |  |  |             return self.log_path.parent / (log_base + "_" + key + suffix) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 186 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 187 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 188 |  |  | @dataclass(frozen=True, repr=True) | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 189 |  |  | class CmdRunner: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 190 |  |  |     cmd: Type[Entry] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 191 |  |  |     params: MutableMapping[str, Union[int, str, float]] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 192 |  |  |     input_path: Path | 
            
                                                                                                            
                            
            
                                    
            
            
                | 193 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 194 |  |  |     @property | 
            
                                                                                                            
                            
            
                                    
            
            
                | 195 |  |  |     def key(self) -> str: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 196 |  |  |         return self.params["key"] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 197 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 198 |  |  |     @property | 
            
                                                                                                            
                            
            
                                    
            
            
                | 199 |  |  |     def output_path(self) -> Path: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 200 |  |  |         return Path(self.params["to"]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 201 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 202 |  |  |     def test(self) -> None: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 203 |  |  |         with logger.contextualize(key=self.key): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 204 |  |  |             self.cmd.test(self.input_path, **self.params) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 205 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 206 |  |  |     def run(self) -> None: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 207 |  |  |         with logger.contextualize(key=self.key): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 208 |  |  |             self.cmd.run(self.input_path, **self.params) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 209 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 210 |  |  |     @classmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 211 |  |  |     def build( | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 212 |  |  |         cls, data: Mapping[str, Any], input_path: Path, *, restart: bool, proceed: bool | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 213 |  |  |     ) -> CmdRunner: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 214 |  |  |         key, cmd = data["key"], data["source"] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 215 |  |  |         try: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 216 |  |  |             cmd = EntriesByCmd[cmd] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 217 |  |  |         except KeyError: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 218 |  |  |             raise InjectionError(f"Search command {cmd} (key {key}) does not exist") from None | 
            
                                                                                                            
                            
            
                                    
            
            
                | 219 |  |  |         # we need to explicitly add the defaults from the OptionInfo instances | 
            
                                                                                                            
                            
            
                                    
            
            
                | 220 |  |  |         # add our new stuff after that | 
            
                                                                                                            
                            
            
                                    
            
            
                | 221 |  |  |         params = { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 222 |  |  |             **cmd.default_param_values(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 223 |  |  |             **dict(replace=restart, proceed=proceed), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 224 |  |  |             **{k: v for k, v in data.items() if k != "source"}, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 225 |  |  |         } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 226 |  |  |         return CmdRunner(cmd, params, input_path) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 227 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 228 |  |  |  | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 229 |  |  | __all__ = ["MultiSearch", "SearchExplainDf", "SearchConfigDf"] | 
            
                                                        
            
                                    
            
            
                | 230 |  |  |  |