📜 notebooks and scripts for ai experiments and aws batch jobs.
Project description
📜 notebooks & scripts
📜 notebooks and scripts for ai experiments and aws batch jobs.
pip install notebooks-and-scripts
🔷 scripts 🔷 ukraine-timemap 🇺🇦 🔷 workflow 🔷
scripts
scripts are maintained as legacy and are replaced with @docker eval - <command>
.
also: sagesemseg
.
ukraine-timemap 🇺🇦
ukraine-timemap
ingests the Civilian Harm in Ukraine TimeMap dataset, available through this UI and this API, and generates a geojson
, a QGIS project, and more.
> ukraine_timemap help
ukraine_timemap browse \
[dataset|github]
. browse ukraine-timemap.
ukraine_timemap ingest \
[dryrun,~upload] \
[-|<object-name>] \
[--verbose 1]
. ingest the latest dataset from https://github.com/bellingcat/ukraine-timemap.
example use,
@select ukraine-timemap-$(@@timestamp)
ukraine_timemap ingest - . --verbose 1
@open . QGIS
@publish tar .
download the latest ingested object: ukraine-timemap.tar.gz.
sandbox: ukraine-timemap/sandbox.ipynb.
more: https://arash-kamangir.medium.com/%EF%B8%8F-openai-experiments-93-bf0cee062693
workflow
also home to workflow
, an abstraction to run mixed-type (cpu/gpu/...) DAGs of bash commands on aws batch.
> workflow help
workflow create \
pattern=a-bc-d|hourglass,~upload \
-|<job-name> \
<command-line>
. create a <pattern> workflow.
workflow monitor \
~download,~upload \
.|<job-name>
. monitor workflow.
workflow submit \
~download,dryrun,to=aws_batch|generic|local|localflow,~upload \
.|<job-name>
. submit workflow.
@select - open
workflow create pattern=hourglass .
workflow submit to=aws_batch
@watch - @download
from https://arash-kamangir.medium.com/%EF%B8%8F-openai-experiments-54-e49117dc69ef
a-bc-d 🔗 |
hourglass 🔗 |
map-reduce 🔗 |
---|---|---|
To use on AWS SageMaker replace <plugin-name>
with nbs
and follow these instructions.
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
Built Distribution
Hashes for notebooks_and_scripts-4.530.1.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 765138e2468cbb356b5bed28ecf6846256b3875598490723082091c65b7f730c |
|
MD5 | b9fb7f93f37185f1823626ae58e8e08f |
|
BLAKE2b-256 | 4676bff829a23ba58e8f6cd544e6750c17287ee510fcedad0289e01e3f1d2c95 |
Hashes for notebooks_and_scripts-4.530.1-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fd3c29fae05b5972307615adb68bb13ab6409ed63c0caf3da1af9564e15b67fe |
|
MD5 | 23642181e21491a03904eab7adf7fc08 |
|
BLAKE2b-256 | 94456166c282852dcc762c0c7b91328485a1554cd22285dca5fef18052d4ade7 |