Unix Program Shortcuts
Need to transfer data locally or remote? Support efficient re-connect and dedupe? Want summary progress information?
rsync -a --info=progress2 --recursive [SOURCE] ... [DEST]
from datetime import datetime | |
import pandas as pd | |
now = datetime.now() | |
df = pd.DataFrame.from_dict( | |
{ | |
"created_at": pd.Series([now, now - timedelta(seconds=100), now + timedelta(seconds=10)], dtype='object'), | |
} |
from abc import ABC | |
from dataclasses import dataclass | |
from typing import List, NamedTuple, Sequence, Type, TypeVar | |
import pandas as pd | |
__all__: Sequence[str] = ( | |
# main abstraction & utilities for columns required in a dataframe | |
"Columns", |
# Run this example: | |
# | |
# mysecret=SECRET_VALUE docker build --secret id=mysecret,env=mysecret -f Dockerfile -t deleteme . | |
# | |
FROM debian:trixie-slim | |
RUN <<EOF cat >> file | |
#!/bin/bash | |
if [[ -z "\${MYSECRET}" ]]; then | |
echo "No MYSECRET env var!!!" |
[build-system] | |
requires = ["setuptools", "wheel", "setuptools_scm"] | |
build-backend = "setuptools.build_meta" | |
[project] | |
name = "mypackage" | |
requires-python = ">=3.10" | |
dynamic = ["dependencies"] | |
[tool.setuptools.dynamic] |
FROM nvidia/cuda:11.7.1-devel-ubuntu22.04 | |
RUN DEBIAN_FRONTEND=noninteractive apt-get update && \ | |
apt-get install -y software-properties-common && \ | |
add-apt-repository -y ppa:deadsnakes/ppa && \ | |
apt-get install -y \ | |
python3-setuptools python3-dev swig \ | |
wget git unzip tmux vim tree xterm \ | |
build-essential gcc \ |
""" | |
$ python testing_args_easier_debug_messages.py.py | |
Hello world, I can't believe you've have 42 birthdays! I hope you find time for crafting soon! | |
Hello universe, I can't believe you've have 117.0 birthdays! I hope you find time for crafting soon! | |
ValueError: Need positive numbers, not: age=whoops | |
ValueError: Need positive numbers, not: age=-1 | |
ValueError: Need non-empty strings, not: name= | |
ValueError: Need non-empty strings, not: hobby=None | |
""" |
from contextlib import contextmanager | |
from multiprocessing import get_start_method, set_start_method | |
from typing import Literal | |
@contextmanager | |
def ForkingBehavior( | |
*, | |
start_method: Literal['spawn', 'fork', 'forkserver'], |
Hugging Face Optimized Inference License 1.0 (HFOILv1.0) | |
This License Agreement governs the use of the Software and its Modifications. It is a | |
binding agreement between the Licensor and You. | |
This License Agreement shall be referred to as Hugging Face Optimized Inference License | |
1.0 or HFOILv1.0. We may publish revised versions of this License Agreement from time to | |
time. Each version will be given a distinguished number. |
from dataclasses import dataclass | |
from typing import Collection, Dict, Iterator, Optional, Set | |
import torch | |
def torchscript(model: torch.nn.Module) -> torch.ScriptModule: | |
"""Runs TorchScript's scripting mode on the input model. | |
A torch scripted model is able to run in a Python-free execution environment, | |
ideal for production inference. |