Python SDK for UP42
Project description
Python SDK for UP42, the geospatial marketplace and developer platform.
Documentation • UP42.com • Support
Highlights
- Python package for easy access to UP42's geospatial datasets & processing workflows
- Use UP42 functionality together with your preffered Python libraries!
- For geospatial analysis & product builders!
- Interactive maps & visualization, ideal with Jupyter notebooks
Installation & Documentation
See the documentation for getting started guides, examples and the code reference.
The package requires Python > 3.6.
pip install up42-py
30-second Example
The UP42 Python package uses nine classes, representing the hierarchical structure of UP42: Project > Workflow > Job > JobTask | JobCollection | Catalog > Order | Storage > Asset.
In this example a new workflow consisting of Sentinel-2 data and Land-Surface-Temperature is created. The area of interest and workflow parameters are defined. After running the job, the results are downloaded and visualized.
Try this example without installation!
import up42
up42.authenticate(project_id="12345", project_api_key="67890")
project = up42.initialize_project()
# Construct workflow
workflow = project.create_workflow(name="30-seconds-workflow", use_existing=True)
#print(up42.get_blocks(basic=True))
input_tasks = ["Sentinel-2 L2A Visual (GeoTIFF)",
"Sharpening Filter"]
workflow.add_workflow_tasks(input_tasks)
# Define the aoi and input parameters of the workflow to run it.
aoi = up42.get_example_aoi(as_dataframe=True)
# Or use up42.draw_aoi(), up42.read_vector_file(), FeatureCollection, GeoDataFrame etc.
input_parameters = workflow.construct_parameters(geometry=aoi,
geometry_operation="bbox",
start_date="2018-01-01",
end_date="2020-12-31",
limit=1)
input_parameters["esa-s2-l2a-gtiff:1"].update({"max_cloud_cover":5})
# Price estimation
workflow.estimate_job(input_parameters)
# Run a test job to query data availability and check the configuration.
test_job = workflow.test_job(input_parameters, track_status=True)
# Run the actual job.
job = workflow.run_job(input_parameters, track_status=True)
job.download_results()
job.plot_results(figsize=(6,6))
Support
For any kind of issues or suggestions please see the documentation, open a github issue or contact us via Email support@up42.com
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file up42-py-0.18.1.tar.gz.
File metadata
- Download URL: up42-py-0.18.1.tar.gz
- Upload date:
- Size: 41.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.7.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ee586e5018aecb5eef84fc9ccdba1f0fcb71b7c06059a4d205effbc309c69aed
|
|
| MD5 |
d2cd2e3103afa1d13bcb8bb5e1294398
|
|
| BLAKE2b-256 |
913dddee1442ee0f6b41fccf3aaeb28ce834ada4d07787261ddde543694618dd
|
File details
Details for the file up42_py-0.18.1-py3-none-any.whl.
File metadata
- Download URL: up42_py-0.18.1-py3-none-any.whl
- Upload date:
- Size: 50.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.7.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
667f05400e016b39b7039c556c6c027d04b1f3b48038728ed01e4b4d69278e4f
|
|
| MD5 |
a9d986369abc778fdc1974746df2aa6b
|
|
| BLAKE2b-256 |
bc76b8ce3630370994a3d65c57914ba569a0b3c36a146fd5389aa5e6d996f2a3
|
