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feast/sdk/python/feast/cli/permissions.py at v0.63.0 · feast-dev/feast · GitHub
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feast
/
cli
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permissions.py
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feast
/
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python
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feast
/
cli
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permissions.py
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from
typing
import
Any
import
click
import
yaml
from
bigtree
import
Node
from
colorama
import
Fore
,
Style
from
feast
import
(
BatchFeatureView
,
Entity
,
FeatureService
,
FeatureView
,
OnDemandFeatureView
,
StreamFeatureView
,
utils
,
)
from
feast
.
cli
import
cli_utils
from
feast
.
cli
.
cli_options
import
tagsOption
from
feast
.
data_source
import
DataSource
from
feast
.
errors
import
FeastObjectNotFoundException
from
feast
.
permissions
.
policy
import
RoleBasedPolicy
from
feast
.
repo_operations
import
create_feature_store
from
feast
.
saved_dataset
import
SavedDataset
,
ValidationReference
@
click
.
group
(
name
=
"permissions"
)
def
feast_permissions_cmd
():
"""
Access permissions
"""
pass
@
feast_permissions_cmd
.
command
(
name
=
"list"
)
@
click
.
option
(
"--verbose"
,
"-v"
,
is_flag
=
True
,
help
=
"Print the resources matching each configured permission"
,
)
@
tagsOption
@
click
.
pass_context
def
feast_permissions_list_command
(
ctx
:
click
.
Context
,
verbose
:
bool
,
tags
:
list
[
str
]):
from
tabulate
import
tabulate
table
:
list
[
Any
]
=
[]
tags_filter
=
utils
.
tags_list_to_dict
(
tags
)
store
=
create_feature_store
(
ctx
)
permissions
=
store
.
list_permissions
(
tags
=
tags_filter
)
root_node
=
Node
(
"permissions"
)
roles
:
set
[
str
]
=
set
()
for
p
in
permissions
:
policy
=
p
.
policy
if
not
verbose
:
cli_utils
.
handle_not_verbose_permissions_command
(
p
,
policy
,
table
)
else
:
if
isinstance
(
policy
,
RoleBasedPolicy
)
and
len
(
policy
.
get_roles
())
>
0
:
roles
=
set
(
policy
.
get_roles
())
permission_node
=
Node
(
p
.
name
+
" "
+
str
(
list
(
roles
)),
parent
=
root_node
)
else
:
permission_node
=
Node
(
p
.
name
,
parent
=
root_node
)
for
feast_type
in
p
.
types
:
if
feast_type
in
[
FeatureView
,
OnDemandFeatureView
,
BatchFeatureView
,
StreamFeatureView
,
]:
cli_utils
.
handle_fv_verbose_permissions_command
(
feast_type
,
# type: ignore[arg-type]
p
,
permission_node
,
store
,
tags_filter
,
)
elif
feast_type
==
Entity
:
cli_utils
.
handle_entity_verbose_permissions_command
(
feast_type
,
# type: ignore[arg-type]
p
,
permission_node
,
store
,
tags_filter
,
)
elif
feast_type
==
FeatureService
:
cli_utils
.
handle_fs_verbose_permissions_command
(
feast_type
,
# type: ignore[arg-type]
p
,
permission_node
,
store
,
tags_filter
,
)
elif
feast_type
==
DataSource
:
cli_utils
.
handle_ds_verbose_permissions_command
(
feast_type
,
# type: ignore[arg-type]
p
,
permission_node
,
store
,
tags_filter
,
)
elif
feast_type
==
ValidationReference
:
cli_utils
.
handle_vr_verbose_permissions_command
(
feast_type
,
# type: ignore[arg-type]
p
,
permission_node
,
store
,
tags_filter
,
)
elif
feast_type
==
SavedDataset
:
cli_utils
.
handle_sd_verbose_permissions_command
(
feast_type
,
# type: ignore[arg-type]
p
,
permission_node
,
store
,
tags_filter
,
)
if
not
verbose
:
print
(
tabulate
(
table
,
headers
=
[
"NAME"
,
"TYPES"
,
"NAME_PATTERNS"
,
"ACTIONS"
,
"ROLES"
,
"REQUIRED_TAGS"
,
],
tablefmt
=
"plain"
,
)
)
else
:
cli_utils
.
print_permission_verbose_example
()
print
(
"Permissions:"
)
print
(
""
)
root_node
.
show
()
@
feast_permissions_cmd
.
command
(
"describe"
)
@
click
.
argument
(
"name"
,
type
=
click
.
STRING
)
@
click
.
pass_context
def
permission_describe
(
ctx
:
click
.
Context
,
name
:
str
):
"""
Describe a permission
"""
store
=
create_feature_store
(
ctx
)
try
:
permission
=
store
.
get_permission
(
name
)
except
FeastObjectNotFoundException
as
e
:
print
(
e
)
exit
(
1
)
print
(
yaml
.
dump
(
yaml
.
safe_load
(
str
(
permission
)),
default_flow_style
=
False
,
sort_keys
=
False
)
)
@
feast_permissions_cmd
.
command
(
name
=
"check"
)
@
click
.
pass_context
def
feast_permissions_check_command
(
ctx
:
click
.
Context
):
"""
Validate the permissions configuration
"""
from
tabulate
import
tabulate
all_unsecured_table
:
list
[
Any
]
=
[]
store
=
create_feature_store
(
ctx
)
permissions
=
store
.
list_permissions
()
objects
=
cli_utils
.
fetch_all_feast_objects
(
store
=
store
,
)
print
(
f"
{
Style
.
BRIGHT
+
Fore
.
RED
}
The following resources are not secured by any permission configuration:
{
Style
.
RESET_ALL
}
"
)
for
o
in
objects
:
cli_utils
.
handle_permissions_check_command
(
object
=
o
,
permissions
=
permissions
,
table
=
all_unsecured_table
)
print
(
tabulate
(
all_unsecured_table
,
headers
=
[
"NAME"
,
"TYPE"
,
],
tablefmt
=
"plain"
,
)
)
all_unsecured_actions_table
:
list
[
Any
]
=
[]
print
(
f"
{
Style
.
BRIGHT
+
Fore
.
RED
}
The following actions are not secured by any permission configuration (Note: this might not be a security concern, depending on the used APIs):
{
Style
.
RESET_ALL
}
"
)
for
o
in
objects
:
cli_utils
.
handle_permissions_check_command_with_actions
(
object
=
o
,
permissions
=
permissions
,
table
=
all_unsecured_actions_table
)
print
(
tabulate
(
all_unsecured_actions_table
,
headers
=
[
"NAME"
,
"TYPE"
,
"UNSECURED ACTIONS"
,
],
tablefmt
=
"plain"
,
)
)
@
feast_permissions_cmd
.
command
(
name
=
"list-roles"
)
@
click
.
option
(
"--verbose"
,
"-v"
,
is_flag
=
True
,
help
=
"Print the resources and actions permitted to each configured role"
,
)
@
click
.
pass_context
def
feast_permissions_list_roles_command
(
ctx
:
click
.
Context
,
verbose
:
bool
):
"""
List all the configured roles
"""
from
tabulate
import
tabulate
table
:
list
[
Any
]
=
[]
store
=
create_feature_store
(
ctx
)
permissions
=
store
.
list_permissions
()
if
not
verbose
:
cli_utils
.
handler_list_all_permissions_roles
(
permissions
=
permissions
,
table
=
table
)
print
(
tabulate
(
table
,
headers
=
[
"ROLE NAME"
,
],
tablefmt
=
"grid"
,
)
)
else
:
objects
=
cli_utils
.
fetch_all_feast_objects
(
store
=
store
,
)
cli_utils
.
handler_list_all_permissions_roles_verbose
(
objects
=
objects
,
permissions
=
permissions
,
table
=
table
)
print
(
tabulate
(
table
,
headers
=
[
"ROLE NAME"
,
"RESOURCE NAME"
,
"RESOURCE TYPE"
,
"PERMITTED ACTIONS"
,
],
tablefmt
=
"plain"
,
)
)
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