DEPRECATED AND MOVED TO YODAPY
Python API to OOI M2M RESTful Web Services
git clone https://github.com/lsetiawan/visualoceanpy.git
cd visualoceanpy
conda create -n vizocean -c conda-forge --yes python=3.6 --file requirements.txt --file requirements-dev.txt
source activate vizocean
pip install -e .To request data, you will need to setup your credential.
>>> import visualocean
>>> visualocean.utils.set_credentials_file(username='MyName', token='My cool token')In [1]: from visualocean.core import OOIASSET
In [2]: asset = OOIASSET.from_reference_designator('RS01SBPS-SF01A-2A-CTDPFA102')
In [3]: import datetime
In [4]: stdt = datetime.datetime(2017, 8, 21)
In [5]: enddt = datetime.datetime(2017, 8, 22)
In [6]: asset.request_data(begin_date=stdt, end_date=enddt, credfile='.creds.json')
Please wait while data is compiled.
Out[6]: 'https://opendap.oceanobservatories.org/thredds/catalog/ooi/[email protected]/20180303T002212-RS01SBPS-SF01A-2A-CTDPFA102-streamed-ctdpf_sbe43_sample/catalog.html'
In [7]: asset.thredds_url # Go to url to see the status
Out[7]: 'https://opendap.oceanobservatories.org/thredds/catalog/ooi/[email protected]/20180303T002212-RS01SBPS-SF01A-2A-CTDPFA102-streamed-ctdpf_sbe43_sample/catalog.html'
In [8]: vars(asset)
Out[8]:
{'_status_url': 'https://opendap.oceanobservatories.org/async_results/[email protected]/20180303T002212-RS01SBPS-SF01A-2A-CTDPFA102-streamed-ctdpf_sbe43_sample',
'method': 'streamed',
'node': 'SF01A',
'sensor': '2A-CTDPFA102',
'site': 'RS01SBPS',
'stream': 'ctdpf_sbe43_sample',
'thredds_url': 'https://opendap.oceanobservatories.org/thredds/catalog/ooi/[email protected]/20180303T002212-RS01SBPS-SF01A-2A-CTDPFA102-streamed-ctdpf_sbe43_sample/catalog.html'}
In [9]: ds = asset.to_xarray()
Request completed
In [10]: ds
Out[10]:
<xarray.Dataset>
Dimensions: (obs: 86397)
Coordinates:
* obs (obs) int32 0 1 2 3 4 5 6 7 8 9 10 11 12 13 ...
time (obs) datetime64[ns] dask.array<shape=(86397,), chunksize=(86397,)>
lat (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
lon (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
Data variables:
deployment (obs) int32 dask.array<shape=(86397,), chunksize=(86397,)>
id (obs) |S64 dask.array<shape=(86397,), chunksize=(86397,)>
conductivity (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
driver_timestamp (obs) datetime64[ns] dask.array<shape=(86397,), chunksize=(86397,)>
ext_volt0 (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
ingestion_timestamp (obs) datetime64[ns] dask.array<shape=(86397,), chunksize=(86397,)>
internal_timestamp (obs) datetime64[ns] dask.array<shape=(86397,), chunksize=(86397,)>
port_timestamp (obs) datetime64[ns] dask.array<shape=(86397,), chunksize=(86397,)>
preferred_timestamp (obs) object dask.array<shape=(86397,), chunksize=(86397,)>
pressure (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
pressure_temp (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
provenance (obs) |S64 dask.array<shape=(86397,), chunksize=(86397,)>
quality_flag (obs) |S64 dask.array<shape=(86397,), chunksize=(86397,)>
temperature (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
seawater_temperature (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
seawater_pressure (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
seawater_conductivity (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
practical_salinity (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
corrected_dissolved_oxygen (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
density (obs) float64 dask.array<shape=(86397,), chunksize=(86397,)>
Attributes:
_NCProperties: version=1|netcdflibversion=4.4.1.1|hd...
node: SF01A
comment:
publisher_email:
sourceUrl: http://oceanobservatories.org/
collection_method: streamed
stream: ctdpf_sbe43_sample
featureType: point
creator_email:
publisher_name: Ocean Observatories Initiative
date_modified: 2018-03-03T00:24:40.307210
keywords:
cdm_data_type: Point
references: More information can be found at http...
Metadata_Conventions: Unidata Dataset Discovery v1.0
date_created: 2018-03-03T00:24:40.307208
id: RS01SBPS-SF01A-2A-CTDPFA102-streamed-...
requestUUID: eacbd7b3-3ea3-4b85-95d3-3335641cbfb8
contributor_role:
summary: Dataset Generated by Stream Engine fr...
keywords_vocabulary:
institution: Ocean Observatories Initiative
naming_authority: org.oceanobservatories
feature_Type: point
infoUrl: http://oceanobservatories.org/
license:
contributor_name:
uuid: eacbd7b3-3ea3-4b85-95d3-3335641cbfb8
creator_name: Ocean Observatories Initiative
title: Data produced by Stream Engine versio...
sensor: 2A-CTDPFA102
standard_name_vocabulary: NetCDF Climate and Forecast (CF) Meta...
acknowledgement:
Conventions: CF-1.6
project: Ocean Observatories Initiative
source: RS01SBPS-SF01A-2A-CTDPFA102-streamed-...
publisher_url: http://oceanobservatories.org/
creator_url: http://oceanobservatories.org/
nodc_template_version: NODC_NetCDF_TimeSeries_Orthogonal_Tem...
subsite: RS01SBPS
processing_level: L2
history: 2018-03-03T00:24:40.307168 generated ...
Manufacturer: Sea-Bird Electronics
ModelNumber: SBE 16plus V2
SerialNumber: 16-50115
Description: CTD Profiler: CTDPF Series A
FirmwareVersion: Not specified.
SoftwareVersion: Not specified.
AssetUniqueID: ATAPL-66662-00008
Notes: Not specified.
Owner: University of Washington
RemoteResources: []
ShelfLifeExpirationDate: Not specified.
Mobile: False
AssetManagementRecordLastModified: 2018-02-14T13:26:35.180000
time_coverage_start: 2017-08-21T00:00:00.803386
time_coverage_end: 2017-08-21T23:59:59.015734
time_coverage_resolution: P1.00S
geospatial_lat_min: 44.52897
geospatial_lat_max: 44.52897
geospatial_lat_units: degrees_north
geospatial_lat_resolution: 0.1
geospatial_lon_min: -125.38966
geospatial_lon_max: -125.38966
geospatial_lon_units: degrees_east
geospatial_lon_resolution: 0.1
geospatial_vertical_units: meters
geospatial_vertical_resolution: 0.1
geospatial_vertical_positive: down
DODS.strlen: 2
DODS.dimName: string2
DODS_EXTRA.Unlimited_Dimension: obs