📜 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 .
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-4.532.1.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | d8c0b511d81c71534cbf26cb3626f3f4fee06ac9f7e2076188500b0f2e196156 |
|
MD5 | 27ea62bbfad3212636fac87d8ef2f494 |
|
BLAKE2b-256 | 76a522fe5993fc13dd164b075449e0562dbca2624d97c2baa1171b4b535742d3 |
Hashes for notebooks_and_scripts-4.532.1-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b3faf6f5fda34306da506601a9e27664b5e850de122479a79ebcf9dc4a5fe029 |
|
MD5 | 3a0f61dc5537504ebbcb7b9b83bcd52b |
|
BLAKE2b-256 | 4b1f0e88da19e345e48ae346977a2aa16da27dc89dd0d227dc595d912d91c0b4 |