mirror of
https://github.com/wassname/persona-steering-template-library.git
synced 2026-06-27 15:16:06 +08:00
wassname
99 lines
3.3 KiB
Python
99 lines
3.3 KiB
Python
from __future__ import annotations
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import html
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from pathlib import Path
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import textwrap
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from typing import Any
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import plotly.graph_objects as go
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import docs_results
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MAIN_PNG = docs_results.ROOT / "out/on_off_axis.png"
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MAIN_SVG = docs_results.ROOT / "out/on_off_axis.svg"
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def _wrap_hover(text: str, width: int = 62) -> str:
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text = docs_results.display_template_text(text)
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escaped = html.escape(" ".join(text.split()))
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return "<br>".join(
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textwrap.wrap(escaped, width=width, break_long_words=True, break_on_hyphens=False))
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def main_plot_rows(path: Path = docs_results.NORMAL_TEMPLATE_PAIR_STATS) -> list[dict[str, Any]]:
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return docs_results.mean_template_rows(docs_results.read_jsonl(path))
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def template_scatter(rows: list[dict[str, Any]] | None = None) -> go.Figure:
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rows = main_plot_rows() if rows is None else rows
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top_rank = {row["template"]: i for i, row in enumerate(rows[:10], start=1)}
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text = [str(top_rank[row["template"]]) if row["template"] in top_rank else "" for row in rows]
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hover = [
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"<br>".join([
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f"<b>{_wrap_hover(row['template'])}</b>",
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f"rank: {i}",
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f"score t: {row['score_t']:.2f}",
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f"score mean: {row['score_mean']:.2f}",
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f"axis delta: {row['axis_delta']:.2f}",
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f"off-axis problem: {row['off_axis_problem']:.2f}",
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f"judge std: {row['judge_std']:.2f}",
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f"cells: {row['n_cells']}",
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])
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for i, row in enumerate(rows, start=1)
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]
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fig = go.Figure(
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data=go.Scatter(
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x=[row["on_axis"] for row in rows],
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y=[row["off_axis"] for row in rows],
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mode="markers+text",
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text=text,
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textposition="middle center",
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textfont={"size": 9, "color": "white"},
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customdata=hover,
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hovertemplate="%{customdata}<extra></extra>",
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marker={
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"size": 10,
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"color": [row["score_t"] for row in rows],
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"colorscale": "Cividis",
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"showscale": True,
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"colorbar": {"title": "score t"},
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"line": {"width": 0.5, "color": "white"},
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"opacity": 0.9,
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},
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)
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)
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fig.update_layout(
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autosize=True,
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width=960,
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height=620,
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template="plotly_white",
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margin={"l": 68, "r": 24, "t": 28, "b": 66},
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xaxis={
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"title": "on-axis movement, higher is better",
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"range": [-0.02, 1.02],
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"gridcolor": "rgba(0,0,0,0.08)",
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},
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yaxis={
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"title": "off-axis confounding, lower is better",
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"range": [-0.02, 1.02],
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"gridcolor": "rgba(0,0,0,0.08)",
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},
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annotations=[{
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"text": "normal pilot scenarios; one point per measured template",
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"xref": "paper",
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"yref": "paper",
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"x": 1.0,
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"y": -0.13,
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"showarrow": False,
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"font": {"size": 11, "color": "rgba(0,0,0,0.62)"},
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}],
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)
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return fig
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def write_main_plot_assets() -> None:
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fig = template_scatter()
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MAIN_PNG.parent.mkdir(parents=True, exist_ok=True)
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fig.write_image(MAIN_PNG, width=960, height=620, scale=2)
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fig.write_image(MAIN_SVG, width=960, height=620)
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