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DestinE
MLWorkflowInterface
Commits
72700440
Commit
72700440
authored
1 year ago
by
Sabine Schröder
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EURAD-IM scenario jobs can be submitted from the GUI
parent
7bca8af2
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src/pages/dashboard.py
+70
-5
70 additions, 5 deletions
src/pages/dashboard.py
with
70 additions
and
5 deletions
src/pages/dashboard.py
+
70
−
5
View file @
72700440
...
...
@@ -27,6 +27,7 @@ from mlair.time_series import plot as plot_ml_time_series
import
pages.dashboard_translations
as
guitr
import
pages.dashboard_constants
as
guiconst
# the following should be done with static files!
APP_HOME
=
Path
.
cwd
()
IMAGE_PATH
=
APP_HOME
.
joinpath
(
"
static
"
,
"
images
"
)
...
...
@@ -475,19 +476,28 @@ def generate_eurad_scen_body(language_id):
return
[
dbc
.
Row
([
dbc
.
Col
(
dbc
.
Label
(
f
"
{
guitr
.
date_label
[
language_id
]
}
"
),
width
=
3
),
dbc
.
Col
(
dcc
.
DatePickerSingle
(
date
=
dt
.
date
.
today
(),
dbc
.
Col
(
dcc
.
DatePickerSingle
(
id
=
"
eurad_scen_start_date
"
,
date
=
dt
.
date
(
2018
,
7
,
22
),
display_format
=
guitr
.
date_format
[
language_id
],
first_day_of_week
=
guitr
.
first_day_of_week
[
language_id
])),
first_day_of_week
=
guitr
.
first_day_of_week
[
language_id
],
min_date_allowed
=
dt
.
date
(
2018
,
7
,
22
),
max_date_allowed
=
dt
.
date
(
2018
,
7
,
31
),
initial_visible_month
=
dt
.
date
(
2018
,
7
,
1
))),
dbc
.
Col
(
dbc
.
Label
(
f
"
{
guitr
.
forecast_length_label
[
language_id
]
}
:
"
)),
dbc
.
Col
(
dcc
.
Dropdown
(
value
=
guitr
.
forecast_length_options
[
language_id
][
0
],
options
=
guitr
.
forecast_length_options
[
language_id
]))
dbc
.
Col
(
dcc
.
Dropdown
(
value
=
guitr
.
forecast_length_options
[
language_id
][
0
],
options
=
guitr
.
forecast_length_options
[
language_id
],
id
=
"
eurad_scen_forecast_length
"
))
],
class_name
=
"
row mt-3
"
),
dbc
.
Row
([
dbc
.
Col
(
dbc
.
Label
(
f
"
{
guitr
.
region_label
[
language_id
]
}
"
),
width
=
3
),
dbc
.
Col
(
dcc
.
RadioItems
([
'
NRW
'
,
'
Berlin-Brandenburg
'
],
'
NRW
'
)),
dbc
.
Col
(
dcc
.
RadioItems
(
options
=
{
0
:
'
Nordrhein-Westfalen
'
,
1
:
'
Berlin-Brandenburg
'
},
value
=
0
,
id
=
"
eurad_scen_region_choice
"
)),
],
class_name
=
"
row mt-3
"
),
dbc
.
Row
([
dbc
.
Col
(
dbc
.
Label
(
f
"
{
guitr
.
emis_scen_label
[
language_id
]
}
"
),
width
=
3
),
dbc
.
Col
(
dcc
.
Dropdown
(
value
=
emis_info
[
language_id
][
"
Name
"
][
0
],
options
=
emis_info
[
language_id
][
"
Name
"
])),
dbc
.
Col
(
dcc
.
Dropdown
(
options
=
[{
'
label
'
:
emis_info
[
language_id
][
"
Name
"
][
i
],
'
value
'
:
i
}
for
i
in
range
(
len
(
emis_info
[
language_id
][
"
Name
"
]))],
value
=
0
,
id
=
"
eurad_scen_emi
"
)),
dbc
.
Col
(
dbc
.
Button
(
f
"
{
guitr
.
help_emissions_label
[
language_id
]
}
"
,
id
=
"
help_emis_open
"
,
class_name
=
"
fzj_style_btn
"
),
width
=
3
),
dbc
.
Modal
([
dbc
.
ModalHeader
(
f
"
{
guitr
.
help_emissions_label
[
language_id
]
}
"
),
...
...
@@ -1038,6 +1048,61 @@ def ml_fcast_job_run(run_button, region, startdate, forecast_length, species, me
generate_eurad_scen_output_modal
(
container_id
=
"
eurad_scen_output_modal_container
"
,
language_id
=
language_id
)]
@callback
(
[
Output
(
"
eurad_scen_modal
"
,
"
is_open
"
,
allow_duplicate
=
True
),
Output
(
"
my_jobs_tab
"
,
"
children
"
,
allow_duplicate
=
True
)],
Input
(
"
eurad_scen_run
"
,
"
n_clicks
"
),
[
State
(
"
eurad_scen_region_choice
"
,
"
value
"
),
State
(
'
eurad_scen_start_date
'
,
'
date
'
),
State
(
'
eurad_scen_forecast_length
'
,
'
value
'
),
State
(
'
eurad_scen_emi
'
,
'
value
'
),
State
(
"
user-info
"
,
"
data
"
)],
prevent_initial_call
=
True
)
def
eurad_scen_job_run
(
run_button
,
region
,
startdate
,
forecast_length
,
emi_scen
,
user_dict
):
# add job to user's job list
user_id
=
json
.
loads
(
user_dict
)[
"
user_id
"
]
language_id
=
json
.
loads
(
user_dict
)[
"
language_id
"
]
new_job_dict
=
{}
jobnr
=
get_random_string
(
12
)
new_job_dict
[
'
id
'
]
=
jobnr
# application is EURAD-IM -- should be taken from the controlled vocabulary!
new_job_dict
[
'
application
'
]
=
0
new_job_dict
[
'
region
'
]
=
region
new_job_dict
[
'
start_date
'
]
=
startdate
+
'
00:00
'
new_job_dict
[
'
forecast_length
'
]
=
int
(
forecast_length
.
split
()[
0
])
new_job_dict
[
'
emis_scen
'
]
=
emi_scen
# take the coding for the status from the controlled vocabulary!
# set it to "waiting" since it will just be submitted
new_job_dict
[
'
status
'
]
=
2
# EURAD-IM does not have any species to be chosen
new_job_dict
[
'
species
'
]
=
None
# EURAD-IM does not have any metrics to be chosen
new_job_dict
[
'
metric
'
]
=
None
# submit job
base_url
=
f
"
{
UNICORE_BASE
}
JURECA/rest/core
"
credentials
=
uc_credentials
.
UsernamePassword
(
UNICORE_USER
,
UNICORE_PASSWORD
)
client
=
uc_client
.
Client
(
credentials
,
base_url
)
job_description
=
{
'
Executable
'
:
"
/p/project/cjicg21/schroeder5/Destine_AQ/start_destine_demonstrator.sh
"
,
"
Job type
"
:
"
ON_LOGIN_NODE
"
,
'
Arguments
'
:[
jobnr
,
emi_scen
],
}
job
=
client
.
new_job
(
job_description
)
# let's wait while the job is still running
# otherwise, the job status will not be able to be determined
job
.
poll
()
# now create job in db (otherwise the status cannot be determined!)
create_db_job_entry
(
user_id
,
new_job_dict
)
# return updated values
retval
=
ctx
.
triggered_id
==
"
eurad_scen_open
"
return
retval
,
\
[
generate_jobs_table
(
user_id
=
user_id
,
language_id
=
language_id
),
generate_eurad_im_output_modal
(
language_id
=
language_id
),
generate_ml_fcast_output_modal
(
language_id
=
language_id
),
generate_eurad_scen_output_modal
(
container_id
=
"
eurad_scen_output_modal_container
"
,
language_id
=
language_id
)]
@callback
(
Output
(
"
eurad_im_download_result
"
,
"
data
"
),
Input
(
"
eurad_im_output_download
"
,
"
n_clicks
"
),
...
...
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