cdsodatacli 2026.7.8

OData client for Copernicus Data Space catalog

cdsodatacli

OData client for Copernicus Data Space Ecosystem (CDSE) catalog

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Installation

pip install -U cdsodatacli

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CLI Entrypoints

The package provides several command-line tools:

1. queryCDS - Spatio-temporal product search

Search for products using spatial and temporal filters (geometry, date range, product type, etc.).

Features:

• Spatial filtering (Point, Polygon, global)
• Temporal range with automatic time slicing (--batch-size)
• Product type filtering (GRD, SLC, OCN, RAW)
• Mode filtering (IW, EW, SM, WV)
• Automatic pagination with $$skip (up to 10000 products)
• Checkpoint support for interrupted queries
• Cache support for repeated queries
• Sequential or multithreaded mode

Examples:

# Basic query with geometry
queryCDS --collection SENTINEL-1 --startdate 20230101T00:00:00 --stopdate 20230105T10:10:10 --mode IW --product SLC --geometry "POINT (-5.02 48.4)"

# Global query with product filter and output
queryCDS --collection SENTINEL-1 --startdate 20260604T00:00:02 --stopdate 20260614T00:01:59 --product GRD --output-safe-listing results.csv

# With time slicing (3-day windows) to handle large periods
queryCDS --collection SENTINEL-1 --startdate 20260604T00:00:02 --stopdate 20260614T00:01:59 --product GRD --output-safe-listing results.csv --batch-size 3

# With checkpoint and cache
queryCDS --collection SENTINEL-1 --startdate 20260604T00:00:02 --stopdate 20260614T00:01:59 --product GRD --output-safe-listing results.csv --checkpoint-dir ./ckpt --cache-dir ./cache

# Multithreaded mode
queryCDS --collection SENTINEL-1 --startdate 20230101T00:00:00 --stopdate 20230105T10:10:10 --querymode multi

Key Options:

• --startdate, --stopdate: Time range (format: YYYYMMDDTHH:MM:SS)
• --geometry: WKT geometry (Point or Polygon)
• --collection: SENTINEL-1, SENTINEL-2, etc.
• --product: GRD, SLC, OCN, RAW
• --mode: IW, EW, SM, WV
• --batch-size: Days per time slice (default: 14)
• --checkpoint-dir: Resume interrupted queries
• --cache-dir: Cache OData responses
• --output-safe-listing: CSV output file

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2. get-metadata-from-product-names - Get metadata from SAFE names or Product IDs

Retrieve complete metadata for a list of known SAFE product names or Product UUIDs.

Features:

• Input: text file with one SAFE name or UUID per line
• Automatic detection of SAFE names vs UUIDs
• Batching (15 names per OData query)
• Parallel fetching with configurable workers
• Automatic deduplication and geometry conversion
• Checkpoint support
• Cache support

Examples:

# From a file with SAFE names
get-metadata-from-product-names --input-listing safes.txt --output results.csv

# With checkpoint and cache for large lists
get-metadata-from-product-names --input-listing big_list.txt --output results.csv --checkpoint-dir ./ckpt --cache-dir ./cache

# With more parallel workers
get-metadata-from-product-names --input-listing safes.txt --output results.csv --max-workers 8

# With custom batch size
get-metadata-from-product-names --input-listing safes.txt --output results.csv --batch-size 30

Key Options:

• --input-listing: Text file with one SAFE name or UUID per line
• --output: CSV output file
• --batch-size: Products per OData query (default: 15)
• --max-workers: Parallel threads (default: 4)
• --checkpoint-dir: Resume interrupted runs
• --cache-dir: Cache OData responses

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3. match_s1_prodtypes - Match Sentinel-1 product types

Find matching products of different types (e.g., find OCN products for a list of GRD products).

Examples:

# Match OCN products from a list of GRD SAFE names
match_s1_prodtypes --safe S1A_IW_GRDH_1SDV_20230726T071112_... --prodtype OCN_ --output matches.txt

# From a file with SAFE names
match_s1_prodtypes --input-listing grd_list.txt --prodtype SLC_ --output matches.txt

# With checkpoint for large lists
match_s1_prodtypes --input-listing big_list.txt --prodtype OCN_ --output matches.txt --checkpoint-dir ./ckpt

Key Options:

• --safe: List of SAFE names
• --input-listing: File with one SAFE name per line
• --prodtype: Target product type (GRDH, GRDM, SLC*, OCN*, RAW_)
• --checkpoint-dir: Resume interrupted runs

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4. get-odata-ids - Get OData IDs from SAFE names

Extract OData product IDs from a list of SAFE names.

Examples:

get-odata-ids --input-listing safes.txt --output ids.csv

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5. downloadMultiThreadMultiUserS3 - Multi-threaded S3 download

Download products from CDSE S3 storage with multi-threading and multi-account support.

Examples:

downloadMultiThreadMultiUserS3 --input-listing products.csv --output-dir ./downloads

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6. countProductsLocally - Count local products

Count products present in a local directory vs expected from a listing.

Examples:

countProductsLocally --listing products.csv --directory ./downloads

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Configuration

Create a configuration file localconfig.yml in your working directory or in the package location:

example_group_of_logins:
  [e-mail]:
    cdse-psswd: your-password
    s3-access-key: your-s3-key
    s3-secret: your-s3-secret
URL_identity: https://identity.dataspace.copernicus.eu/auth/realms/CDSE/protocol/openid-connect/token
URL_download: https://zipper.dataspace.copernicus.eu/odata/v1/Products(%s)/$value
spools:
  default: "./my_spool"
archives:
  default: "./my_archive"
s3_endpoint: "https://eodata.dataspace.copernicus.eu"
s3_bucket: "eodata"

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Project Structure

.
├── cdsodatacli              # Main package directory
│   ├── __init__.py
│   ├── config.yml           # Default configuration
│   ├── download.py          # Download logic
│   ├── fetch_access_token.py
│   ├── get_products_metadata.py  # Metadata from SAFE names
│   ├── product_parser.py    # SAFE name parsing
│   ├── query.py             # Query logic (spatio-temporal)
│   ├── rate_limiter.py      # Rate limiting
│   ├── retry.py             # Retry with backoff
│   ├── s3_path.py
│   ├── s3_temporary_access_token.py
│   ├── session.py
│   ├── utils.py
│   └── scripts/             # Helper scripts
│       ├── match_s1_product_types.py
│       ├── get_ids_listing_safe_iterative.py
│       ├── download_multithread_one_account_deamon.py
│       └── ...
├── tests/                   # Unit and integration tests
└── docs/                    # Documentation

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License

This project is licensed under the terms of the MIT license.

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Citation

@misc{cdsodatacli,
  author = {umr-lops},
  title = {OData client for Copernicus Data Space Ecosystem},
  year = {2023},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/umr-lops/cdsodatacli}}
}

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Credits

This project was generated with python-package-template