Skip to main content

basic streaming text processing

Project description

pyin
====

[![Build Status](https://travis-ci.org/geowurster/pyin.svg?branch=master)](https://travis-ci.org/geowurster/pyin) [![Coverage Status](https://coveralls.io/repos/geowurster/pyin/badge.svg?branch=master)](https://coveralls.io/r/geowurster/pyin?branch=master)

Perform Python operations on every line read from `stdin`. Every line is
evaluated individually and available via a variable called `line`.


Installing
----------

Via pip:

$ pip install git+https://github.com/geowurster/pyin.git

From master branch:

$ git clone https://github.com/geowurster/pyin
$ pip install -e .


Examples
--------

Change newline character in a CSV.

$ more sample-data/csv-with-header.csv | pyin "line.replace('\n', '\r\n')" > output.csv

Extract a BigQuery schema from an existing table and pretty print it:

```console
$ bq show --format=json ${DATASET}.${TABLE} | pyin -m json -m pprint "pprint.pformat(json.loads(line)['schema']['fields'])"
[{u'mode': u'NULLABLE', u'name': u'mmsi', u'type': u'STRING'},
{u'mode': u'NULLABLE', u'name': u'longitude', u'type': u'FLOAT'},
{u'mode': u'NULLABLE', u'name': u'latitude', u'type': u'FLOAT'}
...]
```

Read the first 100K lines of a CSV and write the

head -100000 ${INFILE} | pyin -r csv.DictReader -m csv "line['Msg type'] == '5'" -n -t -l '' -w newlinejson.Writer -m newlinejson -wm writerow > ~/github/VesselInfo/Data/100K-Sample-Type5.json




Gotchas
-------

It's easy to completely modify the line content:

$ pyin -i sample-data/csv-with-header.csv "'operation'"
operationoperationoperationoperationoperationoperation

Forgetting to use `-t` to only get lines that evaluate as `True`:

$ pyin -i LICENSE.txt "'are' in line"
FalseFalseFalseFalseFalseFalseTrueFalseFalseFalseFalseFalseFalseFalseFalseFalseTrueFalseFalseFalseFalseFalseFalseFalseFalseFalseFalseFalse

$ pyin -i LICENSE.txt "'are' in line" -t
modification, are permitted provided that the following conditions are met:
derived from this software without specific prior written permission.

Specifying JSON:

$ -ro fieldnames='["field1","field2"]'



Developing
----------

Install:

$ pip install virtualenv
$ git clone https://github.com/geowurster/pyin
$ cd pyin
$ virtualenv venv
$ source venv/bin/activate
$ pip install -r requirements-dev.txt
$ pip install -e .

Test:

$ nosetests

Coverage:

$ nosetests --with-coverage

Lint:

$ pep8 --max-line-length=120 pyin.py

Project details


Download files

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

Source Distribution

pyin-0.3.2.tar.gz (7.2 kB view details)

Uploaded Source

File details

Details for the file pyin-0.3.2.tar.gz.

File metadata

  • Download URL: pyin-0.3.2.tar.gz
  • Upload date:
  • Size: 7.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No

File hashes

Hashes for pyin-0.3.2.tar.gz
Algorithm Hash digest
SHA256 c19cce84da37808881ec34da10a5631dd1de9966b58a56963cf8d3a590dc731e
MD5 3142cc5573f534b566b08694da7dfc5d
BLAKE2b-256 58e2491b4e5ee7dddd1c7ef574e15732231677fd6c5161663b55adb7fbebc94a

See more details on using hashes here.

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