Skip to main content

Plugin for exporting images in zarr format.

Project description

https://github.com/ome/omero-cli-zarr/workflows/Precommit/badge.svg https://badge.fury.io/py/omero-cli-zarr.svg

OMERO CLI Zarr plugin

This OMERO command-line plugin allows you to export Images and Plates from OMERO as zarr files, according to the spec at https://github.com/ome/omero-ms-zarr/blob/master/spec.md as well as Masks associated with Images.

Images are 5D arrays of shape (t, c, z, y, x). Plates are a hierarchy of plate/row/column/field(image). Masks are 2D bitmasks which can exist on muliplte planes of an Image. In ome-zarr sets of Masks are collected together into “labels”.

It supports export using 2 alternative methods:

  • By default the OMERO API is used to load planes as numpy arrays and the zarr file is created from this data. NB: currently, large tiled images are not supported by this method.

  • Alternatively, if you can read directly from the OMERO binary repository and have installed https://github.com/glencoesoftware/bioformats2raw then you can use this to create zarr files.

Usage

Images and Plates

To export Images or Plates via the OMERO API:

# Image will be saved in current directory as 1.zarr
$ omero zarr export Image:1

# Plate will be saved in current directory as 2.zarr
$ omero zarr export Plate:2

# Specify an output directory
$ omero zarr --output /home/user/zarr_files export Image:1

# Cache each plane as a numpy file.npy. If connection is lost, and you need
# to export again, we can use these instead of downloading again
# omero zarr --cache_numpy export Image:1

To export images via bioformats2raw we use the `--bf` flag:

export MANAGED_REPO=/var/omero/data/ManagedRepository
export BF2RAW=/opt/tools/bioformats2raw-0.2.0-SNAPSHOT

$ omero zarr --output /home/user/zarr_files export 1 --bf
Image exported to /home/user/zarr_files/2chZT.lsm

Masks

To export Masks for an Image or Plate:

# Saved under 1.zarr/labels/0 - 1.zarr/ must already exist
$ omero zarr masks Image:1

# Labels saved under each image. e.g 2.zarr/A/1/0/labels/0
# Plate should already be exported
$ omero zarr masks Plate:2

# Saved under zarr_files/1.zarr/labels/0
$ omero zarr --output /home/user/zarr_files masks Image:1

# Specify the label-name. (default is '0')
# e.g. Export to 1.zarr/labels/A
$ omero zarr masks Image:1 --label-name=A

The default behaviour is to export all masks on the Image to a single 5D “labeled” zarr array, with a different value for each mask Shape. An exception will be thrown if any of the masks overlap.

To handle overlapping masks, split masks into non-overlapping zarr groups using a “label-map” which is a csv file of that specifies the name of the zarr group for each ROI on the Image. Columns are ID, NAME, ROI_ID.

For example, to create a group from the textValue of each Shape, you can use this command:

omero hql --style=plain "select distinct s.textValue, s.roi.id from Shape s where s.roi.image.id = 5514375" --limit=-1 | tee 5514375.rois

This creates a file 5514375.rois like this:

0,Cell,1369132
1,Cell,1369134
2,Cell,1369136
...
40,Chromosomes,1369131
41,Chromosomes,1369133
42,Chromosomes,1369135
...

This will create zarr groups of Cell and Chromosomes under 5514375.zarr/labels/:

$ omero zarr masks Image:5514375 --label-map=5514375.rois

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

omero-cli-zarr-0.0.8.tar.gz (21.0 kB view details)

Uploaded Source

Built Distribution

omero_cli_zarr-0.0.8-py3-none-any.whl (20.9 kB view details)

Uploaded Python 3

File details

Details for the file omero-cli-zarr-0.0.8.tar.gz.

File metadata

  • Download URL: omero-cli-zarr-0.0.8.tar.gz
  • Upload date:
  • Size: 21.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.53.0 CPython/3.8.6

File hashes

Hashes for omero-cli-zarr-0.0.8.tar.gz
Algorithm Hash digest
SHA256 56628e1173b84c6bcd747f7fbbb00c81978a9966bd1eed6869a20898ec52322e
MD5 652d6feb08cfbdc0f75d0dfab24fa560
BLAKE2b-256 2f473a0da8944f1db0104b39624fa71275e9a15dd8bfc9d315fc2714d7ea296f

See more details on using hashes here.

File details

Details for the file omero_cli_zarr-0.0.8-py3-none-any.whl.

File metadata

  • Download URL: omero_cli_zarr-0.0.8-py3-none-any.whl
  • Upload date:
  • Size: 20.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.53.0 CPython/3.8.6

File hashes

Hashes for omero_cli_zarr-0.0.8-py3-none-any.whl
Algorithm Hash digest
SHA256 014407c3c633a16a614dabfa544243ef6476291088ee0dec6f174fd848fd6e5a
MD5 b9945effe65b3c20eca3b46047f8af7a
BLAKE2b-256 b8bff9628ee958c9a214e1a4ceca58d2a6ecfb886b25192e7cb1fc99b313116e

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page