progress-table 0.0.26

Display progress as a pretty table in the command line.

Progress Table

Lightweight utility to display progress as a pretty table in the command line.

Designed to monitor machine learning experiments, but can be used for anything.

Produces pretty tables on the fly during your experiment, allowing you to quickly see what is going on.

Example

import random
import time
from progress_table import ProgressTable

progress = ProgressTable(columns=["step", "x", "x squared"], num_decimal_places=10)
progress.add_column("x root", color="red", width=12)

for step in range(20):
    progress["step"] = step  # insert step value in the current row

    for _ in progress(range(10)):  # display progress bar
        time.sleep(0.1)  # simulate artificial work

    x = random.randint(0, 200)
    progress["x"] = x
    progress["x root"] = x ** 0.5
    progress["x squared"] = x ** 2
    progress.next_row()

progress.close()

# export your data
data = progress.to_list()
pandas_df = progress.to_df()
np_array = progress.to_numpy()

┌──────────┬──────────┬───────────┬──────────────┐
│   step   │    x     │ x squared │    x root    │
├──────────┼──────────┼───────────┼──────────────┤
│    0     │    39    │    1521   │ 6.2449979984 │
│    1     │    86    │    7396   │ 9.2736184955 │
│    2     │    10    │    100    │ 3.1622776602 │
│    3     │    34    │    1156   │ 5.8309518948 │
│    4     │   178    │   31684   │ 13.341664064…│
│    5     │   141    │   19881   │ 11.874342087…│
│    6     │    66    │    4356   │ 8.1240384046 │
│    7     │    41    │    1681   │ 6.4031242374 │
│    8     │   109    │   11881   │ 10.440306508…│
│    9     │    95    │    9025   │ 9.7467943448 │
│    10    │   137    │   18769   │ 11.704699910…│
│    11    │   166    │   27556   │ 12.884098726…│
│    12    │   105    │   11025   │ 10.246950766…│
│    13    │    63    │    3969   │ 7.9372539332 │
│    14    │    75    │    5625   │ 8.6602540378 │
│    15    │    40    │    1600   │ 6.3245553203 │
│    16    │   192    │   36864   │ 13.856406460…│
│    17    │    15    │    225    │ 3.8729833462 │
│    18    │    42    │    1764   │ 6.4807406984 │
│    19    │    58    │    3364   │ 7.6157731059 │
└──────────┴──────────┴───────────┴──────────────┘

Installation

Install Progress Table easily with pip:

pip install progress-table

Links

• See on GitHub
• See on PyPI

Alternatives

• Progress bars: great for tracking progress, but they do not provide pretty CLI data display

  • tqdm
  • Keras.utils.Progbar

• Libraries displaying data: great for presenting data, but they lack the tracking progress element

  • tabulate
  • texttable