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Cloudnet API client

Project description

CI PyPI version

Cloudnet API client

Official Python client for the Cloudnet data portal API.

Installation

python3 -m pip install cloudnet-api-client

Quickstart

from cloudnet_api_client import APIClient

client = APIClient()

sites = client.sites(type="cloudnet")
products = client.products()

metadata = client.metadata("hyytiala", "2021-01-01", product=["mwr", "radar"])
client.download(metadata, "data/")

raw_metadata = client.raw_metadata("granada", date="2024-01", instrument_id="parsivel")
client.download(raw_metadata, "data_raw/")

Documentation

APIClient().metadata() and raw_metadata()list[Metadata]

Fetch product and raw file metadata from the Cloudnet data portal.

Parameters:

name type default example
site_id str or list[str] None "hyytiala"
date str or date None "2024-01-01"
date_from str or date None "2025-01-01"
date_to str or date None "2025-01-01"
updated_at str, date or datetime None "2025-01-01T12:00:00"
updated_at_from str, date or datetime None "2025-01-01T12:00:00"
updated_at_to str, date or datetime None "2025-01-01T12:00:00"
instrument_id str or list[str] None "rpg-fmcw-94"
instrument_pid str or list[str] None "https://hdl.handle.net/21.12132/3.191564170f8a4686"
product* str or list[str] None "classification"
show_legacy* bool False
filename_prefix** str or list[str] None "stare"
filename_suffix** str or list[str] None ".lv1"
status** str or list[str] None "created", "uploaded", "processed" or "invalid"

* = only in metadata()

** = only in raw_metadata()

Date Handling

The date, date_from and date_to parameters support:

  • "YYYY-MM-DD" — a specific date
  • "YYYY-MM" — the entire month
  • "YYYY" — the entire year
  • Or directly as datetime.date object

In addition to these, the updated_at, updated_at_from and updated_at_to parameters support:

  • "YYYY-MM-DDTHH" — a specific hour
  • "YYYY-MM-DDTHH:MM" — a specific minute
  • "YYYY-MM-DDTHH:MM:SS" — a specific second
  • "YYYY-MM-DDTHH:MM:SS.FFFFFF" — a specific microsecond
  • Or directly as datetime.datetime object

Return value

Both methods return a list of dataclass instances, ProductMetadata and RawMetadata, respectively.

APIClient().filter(list[Metadata])list[Metadata]

Additional filtering of fetched metadata.

Parameters:

name type default
metadata list[RawMetadata] or list[ProductMetadata]
include_pattern str None
exclude_pattern str None
include_tag_subset* set[str] None
exclude_tag_subset* set[str] None

* = only with RawMetadata

APIClient().sites()list[Site]

Fetch cloudnet sites.

Parameters:

name type Choices default
site_id str None
type str or list[str] "cloudnet", "campaign", "model", "hidden" None

APIClient().products()list[Product]

Fetch cloudnet products.

Parameters:

name type Choices default
type str or list[str] "instrument", "geophysical", "evaluation" None

APIClient().instruments()list[Instrument]

Fetch cloudnet instruments.

APIClient().download(list[Metadata])list[Path]

Download files from the fetched metadata.

Parameters:

name type default
metadata list[RawMetadata] or list[ProductMetadata]
output_directory PathLike or str
concurrency_limit int 5
progress bool or None None
validate_checksum bool False

There's also an asynchronous version of this function: cloudnet_api_client.adownload. It's useful for usage inside Jupyter notebook.

License

MIT

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