Restructure tally-groups into the house command shape
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
This commit is contained in:
Claude Opus 5
@@ -8,46 +8,281 @@
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Settles the semantic code groups of step 4: the same group
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selection definition file is run three times independently, and
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this command counts the votes and writes the final group table
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the paper cites, as the CSV file given as the last positional
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command-line argument. A (group, keyword) pair is written out
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when at least two of the three runs select it, so three votes
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never tie. A selected item that is not in the valid keyword
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list is invalid and casts no vote; every dropped occurrence is
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reported on standard error. The group name is the record ID
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with its ``group-`` prefix dropped. The rows are ordered by the
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group name and then by the keyword, by Unicode code point, and
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the file carries the header row ``Group,Keyword,Votes`` with
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CRLF line endings per RFC 4180.
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The three archives must cover exactly the same set of group IDs,
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every record ID must carry the ``group-`` prefix, and every
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record's "text" must parse to a JSON array of strings; otherwise
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the tally fails and nothing is written.
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the paper cites. A (group, keyword) pair is written out when at
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least two of the three runs select it. When an input is
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malformed, the tally fails and nothing is written; the error
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message names what failed.
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"""
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import argparse
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import csv
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import json
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import sys
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import time
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from dataclasses import dataclass
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from pathlib import Path
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from typing import Any
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from typing import Any, ClassVar
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from ..utils import format_duration
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GROUP_ID_PREFIX: str = "group-"
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"""The prefix every group record ID must carry; the group name
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is the rest of the ID."""
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MAJORITY: int = 2
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"""The number of runs that must select a keyword for a group for
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that pair to be settled."""
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HEADER: tuple[str, str, str] = ("Group", "Keyword", "Votes")
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"""The header row of the group table CSV file."""
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class TallyError(Exception):
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"""An error that fails the group tally."""
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@dataclass(frozen=True)
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class TalliedGroups:
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"""The outcome of settling the group table."""
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codes: int
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"""The number of settled (group, keyword) pairs."""
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groups: int
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"""The number of groups the three runs cover."""
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class GroupTallier:
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"""The tallier of the three group-selection runs' votes."""
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__GROUP_ID_PREFIX: ClassVar[str] = "group-"
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"""The prefix every group record ID must carry; the group
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name is the rest of the ID."""
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__MAJORITY: ClassVar[int] = 2
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"""The number of runs that must select a keyword for a group
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for that pair to be settled."""
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__HEADER: ClassVar[tuple[str, str, str]] \
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= ("Group", "Keyword", "Votes")
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"""The header row of the group table CSV file."""
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def __init__(self, run_dir_1: Path, run_dir_2: Path,
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run_dir_3: Path, valid_keywords_txt: Path,
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output_csv: Path) -> None:
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"""Set up the tallier of the three selection runs.
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:param run_dir_1: The first selection run's archive
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directory, containing ``output.jsonl``.
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:param run_dir_2: The second selection run's archive
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directory, containing ``output.jsonl``.
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:param run_dir_3: The third selection run's archive
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directory, containing ``output.jsonl``.
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:param valid_keywords_txt: The plain text file of the
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allowed keywords, one per line.
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:param output_csv: The output group table CSV file.
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"""
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self.__run_dirs: list[Path] = [
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run_dir_1, run_dir_2, run_dir_3]
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"""The three runs' archive directories, in the given
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order."""
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self.__valid_keywords_txt: Path = valid_keywords_txt
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"""The plain text file of the allowed keywords, one per
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line."""
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self.__output_csv: Path = output_csv
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"""The output group table CSV file."""
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def run(self) -> TalliedGroups:
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"""Load the three runs, tally their votes, and write the
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table.
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:return: The settled code count and the group count.
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:raises TallyError: When a file cannot be read, a line is
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not a well-formed output record, a record is not a
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successful result, an ID lacks the ``group-`` prefix,
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a group has two records, a "text" does not parse to a
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JSON array of strings, or the three runs do not cover
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the same set of groups.
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:raises OSError: When the output file cannot be written.
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"""
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valid: set[str] = self.__load_valid_keywords(
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self.__valid_keywords_txt)
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runs: list[dict[str, set[str]]] = [
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self.__load_run(x) for x in self.__run_dirs]
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self.__drop_invalid(runs, self.__run_dirs, valid)
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rows: list[tuple[str, str, int]] = self.__tally(runs)
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self.__write_csv(rows)
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return TalliedGroups(codes=len(rows), groups=len(runs[0]))
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@staticmethod
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def __load_valid_keywords(path: Path) -> set[str]:
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"""Load the valid keyword list.
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:param path: The plain text file of the allowed keywords,
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one per line.
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:return: The allowed keywords.
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:raises TallyError: When the file cannot be read or holds
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no keyword.
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"""
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text: str
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try:
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text = path.read_text(encoding="utf-8")
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except OSError as error:
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raise TallyError(str(error)) from error
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keywords: set[str] = {x.strip() for x in text.split("\n")
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if x.strip() != ""}
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if len(keywords) == 0:
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raise TallyError(f"{path}: no keywords")
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return keywords
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@classmethod
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def __load_run(cls, run_dir: Path) -> dict[str, set[str]]:
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"""Load and validate the selection records of one run.
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:param run_dir: The run's archive directory, containing
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``output.jsonl``.
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:return: The selected keywords of every group of the run,
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keyed by the group name, the duplicates within one
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record's selection collapsed.
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:raises TallyError: When the file cannot be read, a line
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is not a well-formed output record, a record is not a
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successful result, an ID lacks the ``group-`` prefix,
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a group has two records, or a "text" does not parse
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to a JSON array of strings.
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"""
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path: Path = run_dir / "output.jsonl"
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text: str
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try:
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text = path.read_text(encoding="utf-8")
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except OSError as error:
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raise TallyError(str(error)) from error
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records: dict[str, set[str]] = {}
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line: str
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for line in text.split("\n"):
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if line.strip() == "":
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continue
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record: Any
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try:
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record = json.loads(line)
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except json.JSONDecodeError as error:
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raise TallyError(
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f"{path}: malformed JSON: {error}") from error
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item_id: Any = record["id"]
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if "text" not in record:
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raise TallyError(
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f"{path}: id {item_id}: not a successful"
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" result")
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if not isinstance(item_id, str) \
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or not item_id.startswith(
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cls.__GROUP_ID_PREFIX) \
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or item_id == cls.__GROUP_ID_PREFIX:
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raise TallyError(
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f"{path}: id {item_id}: not in the"
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f" \"{cls.__GROUP_ID_PREFIX}<name>\" form")
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group: str = item_id[len(cls.__GROUP_ID_PREFIX):]
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if group in records:
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raise TallyError(
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f"{path}: id {item_id}: duplicate record")
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records[group] = cls.__parse_selection(
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record["text"], f"{path}: id {item_id}")
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return records
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@staticmethod
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def __parse_selection(text: Any, label: str) -> set[str]:
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"""Parse and validate the selected keywords of one record.
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:param text: The "text" field of the record.
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:param label: The location of the record, for the error
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message.
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:return: The selected keywords, the duplicates collapsed.
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:raises TallyError: When the text does not parse to a
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JSON array of strings.
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"""
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selected: Any
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try:
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selected = json.loads(text)
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except json.JSONDecodeError as error:
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raise TallyError(
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f"{label}: \"text\" is malformed JSON:"
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f" {error}") from error
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if not isinstance(selected, list) \
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or not all(isinstance(x, str) for x in selected):
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raise TallyError(
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f"{label}: \"text\" does not parse to a JSON"
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" array of strings")
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return set(selected)
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@staticmethod
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def __drop_invalid(runs: list[dict[str, set[str]]],
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run_dirs: list[Path],
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valid: set[str]) -> None:
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"""Drop the out-of-vocabulary selections of every run.
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Every dropped occurrence is reported on standard error as
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an observable side effect.
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:param runs: The runs' records, filtered in place.
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:param run_dirs: The run directories, for the messages.
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:param valid: The allowed keywords.
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:return: None.
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"""
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records: dict[str, set[str]]
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run_dir: Path
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for records, run_dir in zip(runs, run_dirs):
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group: str
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selected: set[str]
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for group, selected in records.items():
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keyword: str
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for keyword in sorted(selected - valid):
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print(
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f"note: {run_dir.name} group-{group}:"
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f" dropped out-of-vocabulary item"
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f" \"{keyword}\"", file=sys.stderr)
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records[group] = selected & valid
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@classmethod
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def __tally(cls, runs: list[dict[str, set[str]]]) \
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-> list[tuple[str, str, int]]:
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"""Tally the keyword votes of the runs, group by group.
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:param runs: The runs' records, all covering the same set
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of groups.
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:return: The settled rows, each the group name, the
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keyword, and the number of votes, ordered by the
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group name and then by the keyword, by Unicode code
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point.
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:raises TallyError: When the runs do not cover the same
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set of groups.
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"""
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groups: set[str] = set(runs[0])
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records: dict[str, set[str]]
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for records in runs[1:]:
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if set(records) != groups:
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raise TallyError(
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"the three runs do not cover the same"
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" groups: " + ", ".join(sorted(
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groups.symmetric_difference(
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set(records)))))
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rows: list[tuple[str, str, int]] = []
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group: str
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for group in sorted(groups):
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votes: dict[str, int] = {}
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for records in runs:
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keyword: str
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for keyword in records[group]:
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votes[keyword] = votes.get(keyword, 0) + 1
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rows.extend(
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(group, x, votes[x])
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for x in sorted(votes) if votes[x] >= cls.__MAJORITY)
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return rows
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def __write_csv(self, rows: list[tuple[str, str, int]]) \
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-> None:
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"""Write the group table CSV file.
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Writes an RFC 4180 CSV file, UTF-8, with CRLF line
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endings, carrying the header row ``Group,Keyword,Votes``
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and one row per settled (group, keyword) pair, in the row
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order. The parent directory is created when it does not
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exist.
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:param rows: The settled rows, in the output order.
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:return: None.
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:raises OSError: When the file cannot be written.
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"""
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self.__output_csv.parent.mkdir(parents=True, exist_ok=True)
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with open(self.__output_csv, "w", encoding="utf-8",
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newline="") as file:
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writer: Any = csv.writer(file)
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writer.writerow(self.__HEADER)
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writer.writerows(rows)
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def parse_args(argv: list[str] | None) -> argparse.Namespace:
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"""Parse the command-line arguments.
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@@ -68,238 +303,34 @@ def parse_args(argv: list[str] | None) -> argparse.Namespace:
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"run_dir_3", type=Path,
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help="the third selection run's archive directory")
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parser.add_argument(
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"valid_keywords", type=Path,
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"output_csv", type=Path,
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help="the output CSV file")
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parser.add_argument(
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"--valid-keywords", type=Path, required=True,
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help="a plain text file of the allowed keywords, one per"
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" line")
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parser.add_argument(
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"output_csv", type=Path,
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help="the output CSV file, by convention"
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" results/groups.csv")
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return parser.parse_args(argv)
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def load_valid_keywords(path: Path) -> set[str]:
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"""Load the valid keyword list.
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:param path: The plain text file of the allowed keywords, one
|
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per line.
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:return: The allowed keywords.
|
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:raises TallyError: When the file cannot be read or holds no
|
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keyword.
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"""
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text: str
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try:
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text = path.read_text(encoding="utf-8")
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except OSError as error:
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raise TallyError(str(error)) from error
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keywords: set[str] = {x.strip() for x in text.split("\n")
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if x.strip() != ""}
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if len(keywords) == 0:
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raise TallyError(f"{path}: no keywords")
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return keywords
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def load_run(run_dir: Path) -> dict[str, set[str]]:
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"""Load and validate the selection records of one run.
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:param run_dir: The run's archive directory, containing
|
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``output.jsonl``.
|
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:return: The selected keywords of every group of the run,
|
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keyed by the group name, the duplicates within one
|
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record's selection collapsed.
|
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:raises TallyError: When the file cannot be read, a line is
|
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not a well-formed output record, a record is not a
|
||||
successful result, an ID lacks the ``group-`` prefix, a
|
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group has two records, or a "text" does not parse to a
|
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JSON array of strings.
|
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"""
|
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path: Path = run_dir / "output.jsonl"
|
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text: str
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try:
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text = path.read_text(encoding="utf-8")
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except OSError as error:
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raise TallyError(str(error)) from error
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records: dict[str, set[str]] = {}
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line: str
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for line in text.split("\n"):
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if line.strip() == "":
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continue
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record: Any
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try:
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record = json.loads(line)
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except json.JSONDecodeError as error:
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raise TallyError(
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f"{path}: malformed JSON: {error}") from error
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if not isinstance(record, dict) or "id" not in record:
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raise TallyError(
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f"{path}: record without \"id\": {line}")
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item_id: Any = record["id"]
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if "error" in record or "text" not in record:
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raise TallyError(
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f"{path}: id {item_id}: not a successful result")
|
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if not isinstance(item_id, str) \
|
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or not item_id.startswith(GROUP_ID_PREFIX) \
|
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or item_id == GROUP_ID_PREFIX:
|
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raise TallyError(
|
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f"{path}: id {item_id}: not in the"
|
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f" \"{GROUP_ID_PREFIX}<name>\" form")
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group: str = item_id[len(GROUP_ID_PREFIX):]
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if group in records:
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raise TallyError(
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f"{path}: id {item_id}: duplicate record")
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records[group] = _selection(
|
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record["text"], f"{path}: id {item_id}")
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if len(records) == 0:
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raise TallyError(f"{path}: no records")
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return records
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|
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def _selection(text: Any, label: str) -> set[str]:
|
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"""Parse and validate the selected keywords of one record.
|
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|
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:param text: The "text" field of the record.
|
||||
:param label: The location of the record, for the error
|
||||
message.
|
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:return: The selected keywords, the duplicates collapsed.
|
||||
:raises TallyError: When the text does not parse to a JSON
|
||||
array of strings.
|
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"""
|
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if not isinstance(text, str):
|
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raise TallyError(f"{label}: \"text\" is not a string")
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selected: Any
|
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try:
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selected = json.loads(text)
|
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except json.JSONDecodeError as error:
|
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raise TallyError(
|
||||
f"{label}: \"text\" is malformed JSON:"
|
||||
f" {error}") from error
|
||||
if not isinstance(selected, list) \
|
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or not all(isinstance(x, str) for x in selected):
|
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raise TallyError(
|
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f"{label}: \"text\" does not parse to a JSON array"
|
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" of strings")
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return set(selected)
|
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|
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|
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def drop_invalid(runs: list[dict[str, set[str]]],
|
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run_dirs: list[Path],
|
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valid: set[str]) -> None:
|
||||
"""Drop the out-of-vocabulary selections of every run.
|
||||
|
||||
Every dropped occurrence is reported on standard error as an
|
||||
observable side effect.
|
||||
|
||||
:param runs: The runs' records, filtered in place.
|
||||
:param run_dirs: The run directories, for the messages.
|
||||
:param valid: The allowed keywords.
|
||||
:return: None.
|
||||
"""
|
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records: dict[str, set[str]]
|
||||
run_dir: Path
|
||||
for records, run_dir in zip(runs, run_dirs):
|
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group: str
|
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selected: set[str]
|
||||
for group, selected in records.items():
|
||||
keyword: str
|
||||
for keyword in sorted(selected - valid):
|
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print(
|
||||
f"note: {run_dir.name} group-{group}:"
|
||||
f" dropped out-of-vocabulary item"
|
||||
f" \"{keyword}\"", file=sys.stderr)
|
||||
records[group] = selected & valid
|
||||
|
||||
|
||||
def tally(runs: list[dict[str, set[str]]]) \
|
||||
-> list[tuple[str, str, int]]:
|
||||
"""Tally the keyword votes of the runs, group by group.
|
||||
|
||||
:param runs: The runs' records, all covering the same set of
|
||||
groups.
|
||||
:return: The settled rows, each the group name, the keyword,
|
||||
and the number of votes, ordered by the group name and
|
||||
then by the keyword, by Unicode code point.
|
||||
:raises TallyError: When the runs do not cover the same set
|
||||
of groups.
|
||||
"""
|
||||
groups: set[str] = set(runs[0])
|
||||
records: dict[str, set[str]]
|
||||
for records in runs[1:]:
|
||||
if set(records) != groups:
|
||||
raise TallyError(
|
||||
"the three runs do not cover the same groups: "
|
||||
+ ", ".join(sorted(
|
||||
groups.symmetric_difference(set(records)))))
|
||||
rows: list[tuple[str, str, int]] = []
|
||||
group: str
|
||||
for group in sorted(groups):
|
||||
votes: dict[str, int] = {}
|
||||
for records in runs:
|
||||
keyword: str
|
||||
for keyword in records[group]:
|
||||
votes[keyword] = votes.get(keyword, 0) + 1
|
||||
rows.extend(
|
||||
(group, x, votes[x])
|
||||
for x in sorted(votes) if votes[x] >= MAJORITY)
|
||||
return rows
|
||||
|
||||
|
||||
def write_csv(output_csv: Path,
|
||||
rows: list[tuple[str, str, int]]) -> None:
|
||||
"""Write the group table CSV file.
|
||||
|
||||
Writes an RFC 4180 CSV file, UTF-8, with CRLF line endings,
|
||||
carrying the header row ``Group,Keyword,Votes`` and one row
|
||||
per settled (group, keyword) pair, in the row order. The
|
||||
parent directory is created when it does not exist.
|
||||
|
||||
:param output_csv: The output CSV file.
|
||||
:param rows: The settled rows, in the output order.
|
||||
:return: None.
|
||||
:raises OSError: When the file cannot be written.
|
||||
"""
|
||||
output_csv.parent.mkdir(parents=True, exist_ok=True)
|
||||
with open(output_csv, "w", encoding="utf-8",
|
||||
newline="") as file:
|
||||
writer: Any = csv.writer(file)
|
||||
writer.writerow(HEADER)
|
||||
writer.writerows(rows)
|
||||
|
||||
|
||||
def main(argv: list[str] | None = None) -> int:
|
||||
"""Settle the code groups by a majority of the three runs.
|
||||
|
||||
Writes the final group table as the given CSV file, holding
|
||||
the header row ``Group,Keyword,Votes`` and one row per
|
||||
(group, keyword) pair at least two of the three runs select,
|
||||
ordered by the group name and then by the keyword. A
|
||||
selected item that is not in the valid keyword list casts no
|
||||
vote, each dropped occurrence reported on standard error.
|
||||
Nothing is written when the three archives do not cover the
|
||||
same groups, a record is not a successful result, an ID lacks
|
||||
the ``group-`` prefix, or a record's "text" does not parse to
|
||||
a JSON array of strings; the error message names what failed.
|
||||
|
||||
:param argv: The command-line arguments, or None for
|
||||
``sys.argv``.
|
||||
:return: The exit status: 0 on success, non-zero on failure.
|
||||
"""
|
||||
started: float = time.monotonic()
|
||||
args: argparse.Namespace = parse_args(argv)
|
||||
run_dirs: list[Path] = [
|
||||
args.run_dir_1, args.run_dir_2, args.run_dir_3]
|
||||
try:
|
||||
valid: set[str] = load_valid_keywords(args.valid_keywords)
|
||||
runs: list[dict[str, set[str]]] = [
|
||||
load_run(x) for x in run_dirs]
|
||||
drop_invalid(runs, run_dirs, valid)
|
||||
rows: list[tuple[str, str, int]] = tally(runs)
|
||||
write_csv(args.output_csv, rows)
|
||||
tallied: TalliedGroups = GroupTallier(
|
||||
args.run_dir_1, args.run_dir_2, args.run_dir_3,
|
||||
args.valid_keywords, args.output_csv).run()
|
||||
except (TallyError, OSError) as error:
|
||||
print(f"error: {error}", file=sys.stderr)
|
||||
return 1
|
||||
elapsed: str = format_duration(time.monotonic() - started)
|
||||
print(
|
||||
f"Done. Settled {len(rows)} codes across"
|
||||
f" {len(runs[0])} groups. {elapsed} elapsed.",
|
||||
f"Done. Settled {tallied.codes} codes across"
|
||||
f" {tallied.groups} groups. {elapsed} elapsed.",
|
||||
file=sys.stderr)
|
||||
return 0
|
||||
|
||||
Reference in New Issue
Block a user