Data

Tools

Indexes

Applications

Experiments

Open Source Science

https://github.com/rwhitt2049/trouve

https://github.com/rwhitt2049/trouve

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.9%) to scientific vocabulary

Keywords

internet-of-things iot sensor time-series timeseries
Last synced: 5 months ago · JSON representation

Repository

Basic Info
Statistics
  • Stars: 5
  • Watchers: 1
  • Forks: 1
  • Open Issues: 7
  • Releases: 0
Topics
internet-of-things iot sensor time-series timeseries
Created about 9 years ago · Last pushed 10 months ago
Metadata Files
Readme License

README.rst 

Trouve
======

A package to search for events in time-series data that match a boolean condition. Various
transformation functions are built in to filter and alter events.

See Trouve's documentation at https://trouve.readthedocs.io

Install
-------
``trouve`` is on the Python Package Index (PyPI):

::

   pip install trouve

Dependencies
------------

* ``numpy``

* ``pandas``

* ``toolz``

Example
-------

This finds events in a short sample of 1Hz, time-series data and filters out events based
on their duration

.. code-block:: python

   >>> import numpy as np
   >>> from trouve import find_events
   >>> import trouve.transformations as tt
   >>> x = np.array([1, 2, 2, 2, 0, 1, 2, 0, 2, 2])
   >>> period = 1 # period = 1 / sample_rate
   >>> duration_filter = tt.filter_durations(2, 3)
   >>> events = find_events(x == 2, duration_filter, period=1)
   >>> len(events)
   2
   >>> events.as_array()
   array([ 0.,  1.,  1.,  1.,  0.,  0.,  0.,  0.,  1.,  1.])

Owner

  • Name: Ry Whittington
  • Login: rwhitt2049
  • Kind: user
  • Location: Central Illinois

Software Engineer specializing in Data Engineering and Python Development

GitHub Events

Total
  • Issues event: 1
  • Watch event: 1
  • Delete event: 2
  • Push event: 3
  • Pull request event: 1
  • Create event: 2
Last Year
  • Issues event: 1
  • Watch event: 1
  • Delete event: 2
  • Push event: 3
  • Pull request event: 1
  • Create event: 2

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 201
  • Total Committers: 1
  • Avg Commits per committer: 201.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
rwhitt2049 r****9@g****m 201

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 23
  • Total pull requests: 5
  • Average time to close issues: 5 months
  • Average time to close pull requests: 5 days
  • Total issue authors: 3
  • Total pull request authors: 2
  • Average comments per issue: 0.17
  • Average comments per pull request: 0.2
  • Merged pull requests: 4
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: 2 minutes
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • rwhitt2049 (21)
  • dbsi-pinkman (1)
  • zhongyujun222 (1)
Pull Request Authors
  • rwhitt2049 (5)
Top Labels
Issue Labels
enhancement (9) wontfix (2)
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 465 last-month
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 1
    (may contain duplicates)
  • Total versions: 12
  • Total maintainers: 1
pypi.org: trouve

Event detection and transformation for time-series data

  • Versions: 9
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 465 Last month
Rankings
Dependent packages count: 10.1%
Average: 20.4%
Stargazers count: 21.6%
Dependent repos count: 21.6%
Forks count: 22.7%
Downloads: 26.2%
Maintainers (1)
rwhitt2049
Last synced: 6 months ago
conda-forge.org: trouve
  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 34.0%
Average: 42.6%
Dependent packages count: 51.2%
Last synced: 6 months ago

Dependencies

requirements.txt pypi
  • numpy *
  • pandas *
  • toolz *
.github/workflows/workflow.yaml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
requirements-dev.txt pypi
  • pytest * development
setup.py pypi