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Swain Lab
aliby
alibylite
Commits
7183c5c8
Commit
7183c5c8
authored
2 years ago
by
Alán Muñoz
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refactor(BridgeOmero): Argo -> BridgeOmero
parent
8f0c013c
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aliby/io/omero.py
+79
-35
79 additions, 35 deletions
aliby/io/omero.py
with
79 additions
and
35 deletions
aliby/io/omero.py
+
79
−
35
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7183c5c8
import
dask.array
as
da
import
typing
as
t
from
abc
import
abstractmethod
from
pathlib
import
PosixPath
import
re
import
numpy
as
np
from
dask
import
delayed
from
agora.io.bridge
import
BridgeH5
from
omero.gateway
import
BlitzGateway
from
omero.model
import
enums
as
omero_enums
from
yaml
import
safe_load
# convert OMERO definitions into numpy types
PIXEL_TYPES
=
{
...
...
@@ -17,9 +22,9 @@ PIXEL_TYPES = {
}
class
Arg
o
:
class
BridgeOmer
o
:
"""
Base class
to interact with OMERO.
Core
to interact with OMERO
, using credentials or fetching them from h5 file (temporary trick)
.
See
https://docs.openmicroscopy.org/omero/5.6.0/developers/Python.html
"""
...
...
@@ -43,18 +48,31 @@ class Argo:
self
.
username
=
username
self
.
password
=
password
def
create_gate
(
self
)
->
None
:
# standard method required for Python's with statement
def
__enter__
(
self
):
self
.
create_gate
()
self
.
init_wrapper
()
return
self
def
init_wrapper
(
self
):
# Initialise Omero Object Wrapper for instances when applicable.
if
hasattr
(
self
,
"
ome_id
"
):
ome_type
=
[
valid_name
for
valid_name
in
(
"
Dataset
"
,
"
Image
"
)
if
re
.
match
(
valid_name
,
self
.
__class__
.
__name__
,
re
.
IGNORECASE
)
][
0
]
self
.
ome_class
=
self
.
conn
.
getObject
(
ome_type
,
self
.
ome_id
)
def
create_gate
(
self
)
->
bool
:
self
.
conn
=
BlitzGateway
(
host
=
self
.
host
,
username
=
self
.
username
,
passwd
=
self
.
password
)
self
.
conn
.
connect
()
self
.
conn
.
c
.
enableKeepAlive
(
60
)
# standard method required for Python's with statement
def
__enter__
(
self
):
self
.
create_gate
()
return
self
self
.
conn
.
isConnected
()
# standard method required for Python's with statement
def
__exit__
(
self
,
*
exc
)
->
bool
:
...
...
@@ -65,29 +83,55 @@ class Argo:
self
.
conn
.
close
()
return
False
@classmethod
def
server_info_from_h5
(
cls
,
filepath
:
t
.
Union
[
str
,
PosixPath
],
):
"""
Return server info from hdf5 file.
def
get_data_lazy
(
image
)
->
da
.
Array
:
"""
Get 5D dask array, with delayed reading from OMERO image.
"""
nt
,
nc
,
nz
,
ny
,
nx
=
[
getattr
(
image
,
f
"
getSize
{
x
}
"
)()
for
x
in
"
TCZYX
"
]
pixels
=
image
.
getPrimaryPixels
()
dtype
=
PIXEL_TYPES
.
get
(
pixels
.
getPixelsType
().
value
,
None
)
# using dask
get_plane
=
delayed
(
lambda
idx
:
pixels
.
getPlane
(
*
idx
))
def
get_lazy_plane
(
zct
):
return
da
.
from_delayed
(
get_plane
(
zct
),
shape
=
(
ny
,
nx
),
dtype
=
dtype
)
# 5D stack: TCZXY
t_stacks
=
[]
for
t
in
range
(
nt
):
c_stacks
=
[]
for
c
in
range
(
nc
):
z_stack
=
[]
for
z
in
range
(
nz
):
z_stack
.
append
(
get_lazy_plane
((
z
,
c
,
t
)))
c_stacks
.
append
(
da
.
stack
(
z_stack
))
t_stacks
.
append
(
da
.
stack
(
c_stacks
))
return
da
.
stack
(
t_stacks
)
Parameters
----------
cls : BridgeOmero
BridgeOmero class
filepath : t.Union[str, PosixPath]
Location of hdf5 file.
Examples
--------
FIXME: Add docs.
"""
# metadata = load_attributes(filepath)
bridge
=
BridgeH5
(
filepath
)
server_info
=
safe_load
(
bridge
.
meta_h5
[
"
parameters
"
])[
"
general
"
][
"
server_info
"
]
return
server_info
def
set_id
(
self
,
ome_id
:
int
):
self
.
ome_id
=
ome_id
@abstractmethod
def
init_interface
(
self
):
...
@property
def
file_annotations
(
self
):
valid_annotations
=
[
ann
.
getFileName
()
for
ann
in
self
.
ome_class
.
listAnnotations
()
if
hasattr
(
ann
,
"
getFileName
"
)
]
return
valid_annotations
def
add_file_as_annotation
(
self
,
file_to_upload
:
t
.
Union
[
str
,
PosixPath
],
**
kwargs
):
"
Upload annotation to object on OMERO server. Only valid in subclasses.
"
file_annotation
=
self
.
conn
.
createFileAnnfromLocalFile
(
file_to_upload
,
mimetype
=
"
text/plain
"
,
**
kwargs
,
)
self
.
ome_class
.
linkAnnotation
(
file_annotation
)
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