| |
| """Plot stable Polish DynaWord corpus growth across released versions.""" |
|
|
| from pathlib import Path |
|
|
| import matplotlib.pyplot as plt |
| from matplotlib.ticker import FuncFormatter |
|
|
|
|
| ROOT = Path(__file__).resolve().parent.parent |
| OUTPUT = ROOT / "artifacts" / "dataset_size_by_version.png" |
|
|
| VERSIONS = ["v0.2.0", "v0.2.1", "v0.2.2", "v0.2.3", "v0.2.4", "v0.2.5"] |
| DOCUMENTS = [ |
| 2_490_773, |
| 2_491_773, |
| 2_579_963, |
| 2_710_974, |
| 4_246_429, |
| 4_319_200, |
| ] |
| TOKENS = [ |
| 6_221_393_871, |
| 6_281_911_234, |
| 6_362_577_363, |
| 6_881_277_362, |
| 9_597_908_067, |
| 9_639_062_573, |
| ] |
|
|
|
|
| def millions(value, _position): |
| return f"{value / 1_000_000:.1f}M" |
|
|
|
|
| def billions(value, _position): |
| return f"{value / 1_000_000_000:.1f}B" |
|
|
|
|
| def main(): |
| plt.style.use("seaborn-v0_8-whitegrid") |
| fig, axes = plt.subplots(1, 2, figsize=(12, 4.8)) |
|
|
| panels = [ |
| (axes[0], DOCUMENTS, "Documents", millions, lambda v: f"{v / 1_000_000:.3f}M", "#2563eb"), |
| (axes[1], TOKENS, "Tokens (cl100k proxy)", billions, lambda v: f"{v / 1_000_000_000:.3f}B", "#0f766e"), |
| ] |
|
|
| for axis, values, ylabel, formatter, labeler, color in panels: |
| axis.plot(VERSIONS, values, marker="o", linewidth=2.5, color=color) |
| axis.fill_between(VERSIONS, values, alpha=0.12, color=color) |
| axis.set_ylabel(ylabel) |
| axis.yaxis.set_major_formatter(FuncFormatter(formatter)) |
| axis.spines[["top", "right"]].set_visible(False) |
| axis.grid(axis="x", visible=False) |
| padding = (max(values) - min(values)) * 0.3 or max(values) * 0.02 |
| axis.set_ylim(min(values) - padding, max(values) + padding) |
|
|
| for version, value in zip(VERSIONS, values): |
| axis.annotate( |
| labeler(value), |
| (version, value), |
| xytext=(0, 9), |
| textcoords="offset points", |
| ha="center", |
| fontsize=9, |
| fontweight="bold", |
| color=color, |
| ) |
|
|
| fig.suptitle("Polish DynaWord — stable dataset growth by version", fontsize=15) |
| fig.tight_layout() |
| OUTPUT.parent.mkdir(parents=True, exist_ok=True) |
| fig.savefig(OUTPUT, dpi=180, bbox_inches="tight") |
| plt.close(fig) |
| print(OUTPUT) |
|
|
|
|
| if __name__ == "__main__": |
| main() |
|
|
