Download data_cleaning/make_previews.py from protoneko/freelance-samples: direct link, hf CLI and curl.
- Browser
- Download file 4.23 kB
-
https://huggingface.co/datasets/protoneko/freelance-samples/resolve/main/data_cleaning/make_previews.py
- Command line
-
hf download hf://datasets/protoneko/freelance-samples/data_cleaning/make_previews.py
-
curl -L -o make_previews.py https://huggingface.co/datasets/protoneko/freelance-samples/resolve/main/data_cleaning/make_previews.py
4.23 kB
| """ | |
| make_previews.py — Render before/after PNG previews of the first rows. | |
| Reads messy_orders.csv (before) and clean.csv (after), and renders the first | |
| N rows of each as a PNG table using Pillow (monospace font, header row | |
| highlighted). Pure stdlib + Pillow, no matplotlib needed. | |
| Usage: | |
| python make_previews.py [messy.csv] [clean.csv] [n_rows] | |
| Writes: | |
| before_messy.png | |
| after_clean.png | |
| """ | |
| from __future__ import annotations | |
| import sys | |
| from pathlib import Path | |
| from PIL import Image, ImageDraw, ImageFont | |
| N_ROWS_DEFAULT = 14 | |
| COL_PAD = 14 | |
| ROW_H = 30 | |
| HEADER_BG = (38, 50, 56) | |
| HEADER_FG = (255, 255, 255) | |
| ROW_BG_A = (255, 255, 255) | |
| ROW_BG_B = (245, 247, 249) | |
| GRID = (200, 208, 214) | |
| TEXT = (33, 37, 41) | |
| TITLE_BG = (27, 33, 37) | |
| def load_font(size: int) -> ImageFont.FreeTypeFont: | |
| candidates = [ | |
| "C:/Windows/Fonts/consola.ttf", | |
| "C:/Windows/Fonts/DejaVuSansMono.ttf", | |
| "/usr/share/fonts/truetype/dejavu/DejaVuSansMono.ttf", | |
| "C:/Windows/Fonts/lucidaconsole.ttf", | |
| ] | |
| for path in candidates: | |
| if Path(path).exists(): | |
| return ImageFont.truetype(path, size) | |
| return ImageFont.load_default() | |
| def truncate(s: str, width: int, font) -> str: | |
| if font.getlength(s) <= width: | |
| return s | |
| while s and font.getlength(s + "…") > width: | |
| s = s[:-1] | |
| return s + "…" | |
| def render(path: Path, title: str, rows: list[list[str]], | |
| font: ImageFont.FreeTypeFont) -> None: | |
| ncols = max(len(r) for r in rows) if rows else 1 | |
| # column widths from content (capped) | |
| caps = [260, 220, 260, 150, 130, 90, 120, 120, 150, 120] | |
| widths = [] | |
| for c in range(ncols): | |
| cells = [r[c] if c < len(r) else "" for r in rows] | |
| natural = max((font.getlength(s) for s in cells), default=60) + 2 * COL_PAD | |
| cap = caps[c] if c < len(caps) else 200 | |
| widths.append(int(min(max(natural, 70), cap))) | |
| total_w = sum(widths) + 2 | |
| title_h = 56 | |
| total_h = title_h + len(rows) * ROW_H + 2 | |
| img = Image.new("RGB", (total_w, total_h), ROW_BG_A) | |
| d = ImageDraw.Draw(img) | |
| # title bar | |
| d.rectangle([0, 0, total_w, title_h], fill=TITLE_BG) | |
| d.text((16, 16), title, font=font, fill=(255, 255, 255)) | |
| # header row | |
| y = title_h | |
| d.rectangle([0, y, total_w, y + ROW_H], fill=HEADER_BG) | |
| x = 1 | |
| for c, w in enumerate(widths): | |
| label = rows[0][c] if c < len(rows[0]) else "" | |
| d.text((x + COL_PAD, y + 6), truncate(label, w - 2 * COL_PAD, font), | |
| font=font, fill=HEADER_FG) | |
| x += w | |
| y += ROW_H | |
| # data rows | |
| for i, row in enumerate(rows[1:]): | |
| bg = ROW_BG_A if i % 2 == 0 else ROW_BG_B | |
| d.rectangle([0, y, total_w, y + ROW_H], fill=bg) | |
| x = 1 | |
| for c, w in enumerate(widths): | |
| val = row[c] if c < len(row) else "" | |
| d.text((x + COL_PAD, y + 6), truncate(val, w - 2 * COL_PAD, font), | |
| font=font, fill=TEXT) | |
| x += w | |
| y += ROW_H | |
| # grid lines | |
| x = 1 | |
| for w in widths: | |
| d.line([x + w - 1, title_h, x + w - 1, total_h], fill=GRID, width=1) | |
| x += w | |
| for ry in range(title_h, total_h, ROW_H): | |
| d.line([0, ry, total_w, ry], fill=GRID, width=1) | |
| img.save(path) | |
| print(f"wrote {path} ({total_w}x{total_h})") | |
| def read_rows(path: Path, n: int) -> list[list[str]]: | |
| import csv | |
| with path.open(newline="", encoding="utf-8") as fh: | |
| r = csv.reader(fh) | |
| header = next(r) | |
| rows = [header] | |
| for i, row in enumerate(r): | |
| if i >= n - 1: | |
| break | |
| rows.append(row) | |
| return rows | |
| def main() -> None: | |
| args = sys.argv[1:] | |
| messy = Path(args[0]) if len(args) > 0 else Path("messy_orders.csv") | |
| clean = Path(args[1]) if len(args) > 1 else Path("clean.csv") | |
| n = int(args[2]) if len(args) > 2 else N_ROWS_DEFAULT | |
| font = load_font(15) | |
| render(Path("before_messy.png"), | |
| "BEFORE — messy_orders.csv (raw legacy export)", | |
| read_rows(messy, n), font) | |
| render(Path("after_clean.png"), | |
| "AFTER — clean.csv (typed, deduplicated, ISO dates)", | |
| read_rows(clean, n), font) | |
| if __name__ == "__main__": | |
| main() | |