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feast/sdk/python/feast/cli/feature_views.py at pytorch-template · feast-dev/feast · GitHub
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feast
/
sdk
/
python
/
feast
/
cli
/
feature_views.py
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feast
/
sdk
/
python
/
feast
/
cli
/
feature_views.py
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import
click
import
yaml
from
feast
import
utils
from
feast
.
cli
.
cli_options
import
tagsOption
from
feast
.
errors
import
FeastObjectNotFoundException
from
feast
.
feature_view
import
FeatureView
from
feast
.
on_demand_feature_view
import
OnDemandFeatureView
from
feast
.
repo_operations
import
create_feature_store
@
click
.
group
(
name
=
"feature-views"
)
def
feature_views_cmd
():
"""
Access feature views
"""
pass
@
feature_views_cmd
.
command
(
"describe"
)
@
click
.
argument
(
"name"
,
type
=
click
.
STRING
)
@
click
.
pass_context
def
feature_view_describe
(
ctx
:
click
.
Context
,
name
:
str
):
"""
Describe a feature view
"""
store
=
create_feature_store
(
ctx
)
try
:
feature_view
=
store
.
get_feature_view
(
name
)
except
FeastObjectNotFoundException
as
e
:
print
(
e
)
exit
(
1
)
print
(
yaml
.
dump
(
yaml
.
safe_load
(
str
(
feature_view
)),
default_flow_style
=
False
,
sort_keys
=
False
)
)
@
feature_views_cmd
.
command
(
name
=
"list"
)
@
tagsOption
@
click
.
pass_context
def
feature_view_list
(
ctx
:
click
.
Context
,
tags
:
list
[
str
]):
"""
List all feature views
"""
store
=
create_feature_store
(
ctx
)
table
=
[]
tags_filter
=
utils
.
tags_list_to_dict
(
tags
)
for
feature_view
in
[
*
store
.
list_batch_feature_views
(
tags
=
tags_filter
),
*
store
.
list_on_demand_feature_views
(
tags
=
tags_filter
),
]:
entities
=
set
()
if
isinstance
(
feature_view
,
FeatureView
):
entities
.
update
(
feature_view
.
entities
)
elif
isinstance
(
feature_view
,
OnDemandFeatureView
):
for
backing_fv
in
feature_view
.
source_feature_view_projections
.
values
():
entities
.
update
(
store
.
get_feature_view
(
backing_fv
.
name
).
entities
)
table
.
append
(
[
feature_view
.
name
,
entities
if
len
(
entities
)
>
0
else
"n/a"
,
type
(
feature_view
).
__name__
,
]
)
from
tabulate
import
tabulate
print
(
tabulate
(
table
,
headers
=
[
"NAME"
,
"ENTITIES"
,
"TYPE"
],
tablefmt
=
"plain"
))
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