EWoC Classification (Cloud version)

This python package is a wrapper for wc-classification that enables the integration of the classifier within the EWoC system

Usage

Before using the CLI you'll need to export some variables: EWOC_S3_ACCESS_KEY_ID and EWOC_S3_SECRET_ACCESS_KEY. In dev mode please export EWOC_DEV_MODE=True. For the full list of env vars to use see classification-docker readme

usage: ewoc_classif [-h] [--version] [--block-ids BLOCK_IDS [BLOCK_IDS ...]] [--optical-csv OPTICAL_CSV] [--sar-csv SAR_CSV] [--tir-csv TIR_CSV] [--agera5-csv AGERA5_CSV] [--data-folder DATA_FOLDER]
                    [--ewoc-detector EWOC_DETECTOR] [--end-season-year END_SEASON_YEAR] [--ewoc-season {winter,summer1,summer2,annual,custom}] [--cropland-model-version CROPLAND_MODEL_VERSION]
                    [--croptype-model-version CROPTYPE_MODEL_VERSION] [--irr-model-version IRR_MODEL_VERSION] [--upload-block UPLOAD_BLOCK] [--postprocess POSTPROCESS] [-o OUT_DIRPATH] [-v] [-vv]
                    tile_id production_id

EWoC Classification parser

positional arguments:
  tile_id               MGRS S2 tile id
  production_id         EWoC production id

optional arguments:
  -h, --help            show this help message and exit
  --version             show program's version number and exit
  --block-ids BLOCK_IDS [BLOCK_IDS ...]
                        List of block id to process
  --optical-csv OPTICAL_CSV
                        List of OPTICAL products for a given S2 tile
  --sar-csv SAR_CSV     List of SAR products for a given S2 tile
  --tir-csv TIR_CSV     List of TIR products for a given S2 tile
  --agera5-csv AGERA5_CSV
                        Agera5 list
  --data-folder DATA_FOLDER
                        Folder storing CopDEM and Cropland data
  --ewoc-detector EWOC_DETECTOR
                        EWoC detector
  --end-season-year END_SEASON_YEAR
                        Year to use infer season date - format YYYY
  --ewoc-season {winter,summer1,summer2,annual,custom}
                        EWoC season
  --cropland-model-version CROPLAND_MODEL_VERSION
                        Cropland model version
  --croptype-model-version CROPTYPE_MODEL_VERSION
                        Croptype model version
  --irr-model-version IRR_MODEL_VERSION
                        Irrigation model version
  --upload-block UPLOAD_BLOCK
                        True if you want to upload each block, true by default
  --postprocess POSTPROCESS
                        True if you want to do mosaic only
  -o OUT_DIRPATH, --out-dirpath OUT_DIRPATH
                        Output Dirpath
  -v, --verbose         set loglevel to INFO
  -vv, --very-verbose   set loglevel to DEBUG

Example

ewoc_classif 31TCJ c728b264-5c97-4f4c-81fe-1500d4c4dfbd --end-season-year 2021 --cropland-model-version v512 --croptype-model-version v502 --irr-model-version v420 --block-ids 12 --ewoc-detector croptype --ewoc-season summer1

This CLI will run the summer1 croptype classification for 31TCJ only on block #12. The csv files necessary for the creation of the classifier input config file are created directly from the s3 bucket

You can set the environment variable EWOC_MODELS_DIR_ROOT with the path where are located models, if this environnement variable is not set, the VITO artifactory is used as source.