Skip to main content

Display progress as a pretty table in the command line.

Project description

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

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

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

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

progress-table-0.0.26.tar.gz (7.0 kB view hashes)

Uploaded Source

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page