| Name | gwosc JSON |
| Version |
0.7.2
JSON |
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| home_page | None |
| Summary | A python interface to the GW Open Science data archive |
| upload_time | 2024-12-02 23:14:09 |
| maintainer | None |
| docs_url | None |
| author | None |
| requires_python | >=3.8 |
| license | MIT |
| keywords |
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| requirements |
No requirements were recorded.
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# `gwosc` client API
The `gwosc` package provides an interface to querying the open data
releases hosted on <https://gwosc.org> from the GEO, LIGO,
and Virgo gravitational-wave observatories.
## Release status
[](http://badge.fury.io/py/gwosc)
[](https://anaconda.org/conda-forge/gwosc/)
[](https://doi.org/10.5281/zenodo.1196306)
[](https://choosealicense.com/licenses/mit/)
## Development status
[](https://git.ligo.org/gwosc/client/-/pipelines)
[](https://gwosc.readthedocs.io/en/latest/?badge=latest)
## Installation
To install:
conda install -c conda-forge gwosc
or
pip install gwosc
## Searching for datasets
To search for available datasets (correct as of March 14 2018):
```python
>>> from gwosc import datasets
>>> datasets.find_datasets()
['GW150914', 'GW151226', 'GW170104', 'GW170608', 'GW170814', 'GW170817', 'LVT151012', 'O1', 'S5', 'S6']
>>> datasets.find_datasets(detector='V1')
['GW170814', 'GW170817']
>>> datasets.find_datasets(type='run')
['O1', 'S5', 'S6']
```
To query for the GPS time of an event dataset (or vice-versa):
```python
>>> datasets.event_gps('GW170817')
1187008882.43
>>> datasets.event_at_gps(1187008882)
'GW170817'
```
Similar queries are available for observing run datasets:
```python
>>> datasets.run_segment('O1')
(1126051217, 1137254417)
>>> datasets.run_at_gps(1135136350) # event_gps('GW151226')
'O1'
```
## Locating data URLs by event name
You can search for remote data URLS based on the event name:
```python
>>> from gwosc.locate import get_event_urls
>>> get_event_urls('GW150914')
['https://gwosc.org/eventapi/json/GWTC-1-confident/GW150914/v3/H-H1_GWOSC_4KHZ_R1-1126259447-32.hdf5', 'https://gwosc.org/eventapi/json/GWTC-1-confident/GW150914/v3/H-H1_GWOSC_4KHZ_R1-1126257415-4096.hdf5', 'https://gwosc.org/eventapi/json/GWTC-1-confident/GW150914/v3/L-L1_GWOSC_4KHZ_R1-1126259447-32.hdf5', 'https://gwosc.org/eventapi/json/GWTC-1-confident/GW150914/v3/L-L1_GWOSC_4KHZ_R1-1126257415-4096.hdf5']
```
You can down-select the URLs using keyword arguments:
```python
>>> get_event_urls('GW150914', detector='L1', duration=32)
['https://gwosc.org/eventapi/json/GWTC-1-confident/GW150914/v3/L-L1_GWOSC_4KHZ_R1-1126259447-32.hdf5']
```
## Locating data URLs by GPS interval
You can search for remote data URLs based on the GPS time interval as
follows:
```python
>>> from gwosc.locate import get_urls
>>> get_urls('L1', 968650000, 968660000)
['https://gwosc.org/archive/data/S6/967835648/L-L1_LOSC_4_V1-968646656-4096.hdf5', 'https://gwosc.org/archive/data/S6/967835648/L-L1_LOSC_4_V1-968650752-4096.hdf5', 'https://gwosc.org/archive/data/S6/967835648/L-L1_LOSC_4_V1-968654848-4096.hdf5', 'https://gwosc.org/archive/data/S6/967835648/L-L1_LOSC_4_V1-968658944-4096.hdf5']
```
This arguments for this function are as follows
- `detector` : the prefix of the relevant gravitational-wave
interferometer, either `'H1'` for LIGO-Hanford, or `'L1'` for LIGO
Livingston,
- `start`: the GPS start time of the interval of interest
- `end`: the GPS end time of the interval of interest
By default, this method will return the paths to HDF5 files for the 4
kHz sample-rate data, these can be specified as keyword arguments. For
full information, run
```python
>>> help(get_urls)
```
## Query for Timeline segments
You can also search for Timeline segments, based on a flag name, and a
GPS time interval as follows:
```python
>>> from gwosc.timeline import get_segments
>>> get_segments('H1_DATA', 1126051217, 1126151217)
[(1126073529, 1126114861), (1126121462, 1126123267), (1126123553, 1126126832), (1126139205, 1126139266), (1126149058, 1126151217)]
```
The output is a `list` of `(start, end)` 2-tuples which each represent a
semi-open time interval.
For documentation on what flags are available, for example for the O1
science run, see [the O1 data release page](https://gwosc.org/O1/)
(*Data Quality*).
Raw data
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"description": "# `gwosc` client API\n\nThe `gwosc` package provides an interface to querying the open data\nreleases hosted on <https://gwosc.org> from the GEO, LIGO,\nand Virgo gravitational-wave observatories.\n\n## Release status\n\n[](http://badge.fury.io/py/gwosc)\n[](https://anaconda.org/conda-forge/gwosc/) \n[](https://doi.org/10.5281/zenodo.1196306)\n[](https://choosealicense.com/licenses/mit/)\n\n\n## Development status\n\n[](https://git.ligo.org/gwosc/client/-/pipelines)\n\n[](https://gwosc.readthedocs.io/en/latest/?badge=latest)\n\n## Installation\n\nTo install:\n\n conda install -c conda-forge gwosc\n\nor\n\n pip install gwosc\n\n## Searching for datasets\n\nTo search for available datasets (correct as of March 14 2018):\n\n```python\n>>> from gwosc import datasets\n>>> datasets.find_datasets()\n['GW150914', 'GW151226', 'GW170104', 'GW170608', 'GW170814', 'GW170817', 'LVT151012', 'O1', 'S5', 'S6']\n>>> datasets.find_datasets(detector='V1')\n['GW170814', 'GW170817']\n>>> datasets.find_datasets(type='run')\n['O1', 'S5', 'S6']\n```\n\nTo query for the GPS time of an event dataset (or vice-versa):\n\n```python\n>>> datasets.event_gps('GW170817')\n1187008882.43\n>>> datasets.event_at_gps(1187008882)\n'GW170817'\n```\n\nSimilar queries are available for observing run datasets:\n\n```python\n>>> datasets.run_segment('O1')\n(1126051217, 1137254417)\n>>> datasets.run_at_gps(1135136350) # event_gps('GW151226')\n'O1'\n```\n\n## Locating data URLs by event name\n\nYou can search for remote data URLS based on the event name:\n\n```python\n>>> from gwosc.locate import get_event_urls\n>>> get_event_urls('GW150914')\n['https://gwosc.org/eventapi/json/GWTC-1-confident/GW150914/v3/H-H1_GWOSC_4KHZ_R1-1126259447-32.hdf5', 'https://gwosc.org/eventapi/json/GWTC-1-confident/GW150914/v3/H-H1_GWOSC_4KHZ_R1-1126257415-4096.hdf5', 'https://gwosc.org/eventapi/json/GWTC-1-confident/GW150914/v3/L-L1_GWOSC_4KHZ_R1-1126259447-32.hdf5', 'https://gwosc.org/eventapi/json/GWTC-1-confident/GW150914/v3/L-L1_GWOSC_4KHZ_R1-1126257415-4096.hdf5']\n```\n\nYou can down-select the URLs using keyword arguments:\n\n```python\n>>> get_event_urls('GW150914', detector='L1', duration=32)\n['https://gwosc.org/eventapi/json/GWTC-1-confident/GW150914/v3/L-L1_GWOSC_4KHZ_R1-1126259447-32.hdf5']\n```\n\n## Locating data URLs by GPS interval\n\nYou can search for remote data URLs based on the GPS time interval as\nfollows:\n\n```python\n>>> from gwosc.locate import get_urls\n>>> get_urls('L1', 968650000, 968660000)\n['https://gwosc.org/archive/data/S6/967835648/L-L1_LOSC_4_V1-968646656-4096.hdf5', 'https://gwosc.org/archive/data/S6/967835648/L-L1_LOSC_4_V1-968650752-4096.hdf5', 'https://gwosc.org/archive/data/S6/967835648/L-L1_LOSC_4_V1-968654848-4096.hdf5', 'https://gwosc.org/archive/data/S6/967835648/L-L1_LOSC_4_V1-968658944-4096.hdf5']\n```\n\nThis arguments for this function are as follows\n\n- `detector` : the prefix of the relevant gravitational-wave\n interferometer, either `'H1'` for LIGO-Hanford, or `'L1'` for LIGO\n Livingston,\n- `start`: the GPS start time of the interval of interest\n- `end`: the GPS end time of the interval of interest\n\nBy default, this method will return the paths to HDF5 files for the 4\nkHz sample-rate data, these can be specified as keyword arguments. For\nfull information, run\n\n```python\n>>> help(get_urls)\n```\n\n## Query for Timeline segments\n\nYou can also search for Timeline segments, based on a flag name, and a\nGPS time interval as follows:\n\n```python\n>>> from gwosc.timeline import get_segments\n>>> get_segments('H1_DATA', 1126051217, 1126151217)\n[(1126073529, 1126114861), (1126121462, 1126123267), (1126123553, 1126126832), (1126139205, 1126139266), (1126149058, 1126151217)]\n```\n\nThe output is a `list` of `(start, end)` 2-tuples which each represent a\nsemi-open time interval.\n\nFor documentation on what flags are available, for example for the O1\nscience run, see [the O1 data release page](https://gwosc.org/O1/)\n(*Data Quality*).\n\n",
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