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761 lines (740 loc) · 23.5 KB
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import json
from typing import Any
import jmespath
import jmespath.functions
from src.reference import (
audit_workflow,
authorize_workflow,
batch_audit_workflow,
batch_authorize_workflow
)
# Define the identities the calling entity may have
identity_defs = [
{
"identity_type": "User",
"schema": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"department": {
"type": "string"
},
"email": {
"type": "string"
}
},
"required": [
"id",
"department",
"email"
]
}
},
{
"identity_type": "Group",
"schema": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"department": {
"type": "string"
},
"type": {
"type": "string",
"enum": [
"team",
"project",
"department"
]
}
},
"required": [
"name",
"department",
"type"
]
}
},
{
"identity_type": "Role",
"schema": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"permissions": {
"type": "array",
"items": {
"type": "string"
}
},
"level": {
"type": "string",
"enum": [
"basic",
"advanced",
"admin"
]
}
},
"required": [
"name",
"permissions",
"level"
]
}
},
{
"identity_type": "OtherID",
"schema": {
"type": "object",
"required": [],
"properties": {
"dontCare": {
"type": "string"
}
}
}
}
]
# 2. Define resources that can be accessed
resource_defs = [
{
"resource_type": "BalloonStore",
"actions": [
"read",
"manage",
"create_balloon"
],
"schema": {
"type": "object",
"required": [
"id",
"name",
"owner_department",
"location"
],
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"owner_department": {
"type": "string"
},
"location": {
"type": "string"
}
}
}
},
{
"resource_type": "Balloon",
"actions": [
"read",
"inflate",
"deflate",
"pop",
"tie"
],
"schema": {
"type": "object",
"required": [
"id",
"color",
"size",
"material",
"owner_department",
"inflated"
],
"properties": {
"id": {
"type": "string"
},
"color": {
"type": "string"
},
"size": {
"type": "string",
"enum": [
"small",
"medium",
"large"
]
},
"material": {
"type": "string"
},
"owner_department": {
"type": "string"
},
"inflated": {
"type": "boolean"
}
}
}
},
{
"resource_type": "BalloonString",
"actions": [
"read",
"cut",
"tie",
"untie"
],
"schema": {
"type": "object",
"required": [
"id",
"length",
"color",
"material"
],
"properties": {
"id": {
"type": "string"
},
"length": {
"type": "number"
},
"color": {
"type": "string"
},
"material": {
"type": "string"
}
}
}
}
]
# 3. Define Contexts - extra data that is passed to the request
context_defs = [ # note that context root types must be objects!
{ # no context
"context_type": "NULL",
"schema": {
"type": "object",
"additionalProperties": False
}
},
{ # any context
"context_type": "ANY",
"schema": {
"type": "object"
}
},
{ # Context for the Team
"context_type": "MySpecialContext",
"schema": {
"type": "object",
"additionalProperties": False,
"required": [
"Team"
],
"properties": {
"Team": {
"type": "string"
}
}
}
},
{ # You can also do things like parent or child resources
"context_type": "BalloonRelationships",
"schema": {
"type": "object",
"additionalProperties": False,
"required": [
"BalloonStore"
],
"properties": {
"BalloonStore": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"owner_department": {
"type": "string"
},
"location": {
"type": "string"
}
},
"required": [
"id",
"name",
"owner_department",
"location"
]
}
}
}
}
}
]
# 4. Define Grants - access rules
grants = [
{
"effect": "allow",
"actions": [
"read"
],
"query": "contains(request.identities.User[].department, request.resource.owner_department)",
# JMESPath query - Runs on {"request": <request obj>, "grant": <current grant>}
"evaluation_handler": "error", # if the query has an error return it
"equality": True,
"data": {}
},
{
"effect": "allow",
"actions": [
"read"
], # you can use the query to limit by context types
"query": "request.context_type == 'MySpecialContext' && contains(request.identities.User[].department, request.context.Team)",
"evaluation_handler": "error", # if the query has an error return it
"equality": True,
"data": {}
},
{
"effect": "allow",
"actions": [
"read",
"inflate",
"deflate",
"pop",
"tie"
],
"query": "request.context_type == 'NULL' && contains(request.identities.Role[].level, 'admin')",
"evaluation_handler": "error",
"equality": True,
"data": {}
},
{
"effect": "allow",
"actions": [
"read"
], # because the read action is for multiple resources we can check the resource type first.
"query": "request.resource_type == 'BalloonStore' && contains(request.identities.Group[?type=='department'].department, request.resource.owner_department)",
"evaluation_handler": "error",
"equality": True,
"data": {}
},
{
"effect": "allow",
"actions": [
"inflate"
], # don't need to check resource type since only Balloon has the 'inflate' action
"query": "contains(request.identities.Role[*].permissions[], 'balloon:inflate') && request.identities.User[0].department == request.resource.owner_department",
"evaluation_handler": "error",
"equality": True,
"data": {}
},
{
"effect": "deny",
"actions": [
"pop"
], # don't need to check resource type since only Balloon has the 'inflate' action
"query": "request.context_type == 'NULL' && request.resource.size == 'large' && !contains(request.identities.Role[*].level, 'admin')",
"evaluation_handler": "error",
"equality": True,
"data": {}
},
{
"effect": "deny",
"actions": [],
"query": "request.context_type == 'NULL' && length(request.identities.User) == `0`",
"evaluation_handler": "error",
"equality": True,
"data": {}
}
]
# 5. Create an Authzee request
request = {
"identities": {
"User": [
{
"id": "user123",
"department": "party_planning",
"email": "john.doe@company.com"
}
],
"Group": [
{
"name": "event-team",
"department": "party_planning",
"type": "team"
},
{
"name": "party-planning-dept",
"department": "party_planning",
"type": "department"
}
],
"Role": [
{
"name": "party-coordinator",
"permissions": [
"balloon:read",
"balloon:inflate",
"balloon:tie"
],
"level": "advanced"
}
]
#"OtherID": [] # Can be added if none or any exist for the calling entity
},
"resource_type": "Balloon",
"action": "inflate",
"resource": {
"id": "balloon456",
"color": "red",
"size": "medium",
"material": "latex",
"owner_department": "party_planning",
"inflated": False
},
"evaluation_handler": "grant", # Use grant-level validation settings
"context_type": "MySpecialContext", # specify the context type, this will only be evaluated against grants that accept this context
"context": { # The context for the request
"Team": "party_planning"
}
}
# 6.a. Define a function wrapping your preferred JSON query language to return the expected schema.
def execute(expression: str, data: Any) -> Any:
result = {
"result": None,
"has_failed": False,
"error_message": None
}
try:
result['result'] = jmespath.search(expression, data)
except Exception as exc:
result['has_failed'] = True
result['error_message'] = f"A JMESPath Query error has occurred: {exc}"
return result
# 6.b. (Optional) Add custom JMESPath functions
class CustomFunctions(jmespath.functions.Functions):
@jmespath.functions.signature({'types': ['number']}, {'types': ['number']})
def _func_my_add(self, x, y):
return x + y
options = jmespath.Options(custom_functions=CustomFunctions())
def my_execute(expression: str, data: Any) -> Any:
result = {
"result": None,
"has_failed": False,
"error_message": None
}
try:
result['result'] = jmespath.search(expression, data, options)
except Exception as exc:
result['has_failed'] = True
result['error_message'] = f"A JMESPath Query error has occurred: {exc}"
return result
# 7.a. Audit - Evaluate grants against the request. As the name says, this is good for auditing access
audit_result = audit_workflow(
context_defs,
identity_defs,
resource_defs,
grants,
request,
my_execute
)
print(f"Audit Result:\n{json.dumps(audit_result, indent=4)}")
# Audit Result:
# {
# "grants": [
# {
# "effect": "allow",
# "actions": [
# "inflate"
# ],
# "query": "contains(request.identities.Role[*].permissions[], 'balloon:inflate') && request.identities.User[0].department == request.resource.owner_department",
# "evaluation_handler": "error",
# "equality": true,
# "data": {}
# }
# ],
# "has_failed": false,
# "errors": {}
# }
# 7.b. Authorized - Optimized to decide if the given request is authorized
# Requests are authorized if they have a matching allow grant and no matching deny grants.
authorization_result = authorize_workflow(
context_defs,
identity_defs,
resource_defs,
grants,
request,
my_execute
)
print(f"Authorization Result:\n{json.dumps(authorization_result, indent=4)}")
# Authorization Result:
# {
# "is_authorized": true,
# "grant": {
# "effect": "allow",
# "actions": [
# "inflate"
# ],
# "query": "contains(request.identities.Role[*].permissions[], 'balloon:inflate') && request.identities.User[0].department == request.resource.owner_department",
# "evaluation_handler": "error",
# "equality": true,
# "data": {}
# },
# "message": "An allow grant is applicable to the request, and there are no deny grants that are applicable to the request. Therefore, the request is authorized.",
# "has_failed": false,
# "critical_errors": {}
# }
# 8. Create a batch request.
# Requests can be batched for the same action. They can share all other fields in a normal request.
# if the batch item does not specify a request field then it uses the default that is specified in the top level of the batch request.
batch_request = {
"identities": {
"User": [
{
"id": "user123",
"department": "party_planning",
"email": "john.doe@company.com"
}
],
"Group": [
{
"name": "event-team",
"department": "party_planning",
"type": "team"
},
{
"name": "party-planning-dept",
"department": "party_planning",
"type": "department"
}
],
"Role": [
{
"name": "party-coordinator",
"permissions": [
"balloon:read",
"balloon:inflate",
"balloon:tie"
],
"level": "advanced"
}
]
#"OtherID": [] # Can be added if none or any exist for the calling entity
},
"action": "inflate",
"resource_type": "Balloon",
"resource": {
"id": "balloon123",
"color": "green",
"size": "medium",
"material": "latex",
"owner_department": "party_planning",
"inflated": False
},
"context_type": "MySpecialContext", # specify the context type, this will only be evaluated against grants that accept this context
"context": {
"Team": "ABC"
},
"evaluation_handler": "grant",
"batch": [
{
"resource": { # A common use case is to simply specify different resources for the same request
"id": "balloon456",
"color": "red",
"size": "medium",
"material": "latex",
"owner_department": "party_planning",
"inflated": False
}
},
{ # Can also override any root fields in the batch request besides the action.
"identities": {
"User": [
{
"id": "Store123",
"department": "Store 123",
"owner_department": "IDK",
"location": "Somewhere"
}
],
"Group": [
{
"name": "My Special group",
"department": "special_dept",
"type": "team"
}
]
},
"resource_type": "BalloonStore",
"resource": {
"id": "1234",
"name": "Special store",
"owner_department": "special_dept",
"location": "Somewhere"
},
"context_type": "NULL", # specify the context type, this will only be evaluated against grants that accept this context
"context": {},
"evaluation_handler": "error"
},
{} # technically you don't have to override any
]
}
# 9.a. Evaluate several requests with the same action against grants
batch_audit_results = batch_audit_workflow(
context_defs,
identity_defs,
resource_defs,
grants,
batch_request,
my_execute
)
print(f"Batch Audit Result:\n{json.dumps(batch_audit_results, indent=4)}")
# Audit Result - An array of audit results that maps to the batch_request.resources array
# Each one is processed as if it was a separate request
# {
# "results": [
# {
# "grants": [
# {
# "effect": "allow",
# "actions": [
# "inflate"
# ],
# "query": "contains(request.identities.Role[*].permissions[], 'balloon:inflate') && request.identities.User[0].department == request.resource.owner_department",
# "evaluation_handler": "error",
# "equality": true,
# "data": {}
# }
# ],
# "has_failed": false,
# "errors": {}
# },
# {
# "grants": [],
# "has_failed": false,
# "errors": {
# "jmespath": [
# {
# "is_critical": false,
# "message": "A JMESPath error has occurred: In function contains(), invalid type for value: None, expected one of: ['array', 'string'], received: \"null\".",
# "grant": {
# "effect": "allow",
# "actions": [
# "read",
# "inflate",
# "deflate",
# "pop",
# "tie"
# ],
# "query": "request.context_type == 'NULL' && contains(request.identities.Role[].level, 'admin')",
# "evaluation_handler": "error",
# "equality": true,
# "data": {}
# }
# },
# {
# "is_critical": false,
# "message": "A JMESPath error has occurred: In function contains(), invalid type for value: None, expected one of: ['array', 'string'], received: \"null\".",
# "grant": {
# "effect": "allow",
# "actions": [
# "inflate"
# ],
# "query": "contains(request.identities.Role[*].permissions[], 'balloon:inflate') && request.identities.User[0].department == request.resource.owner_department",
# "evaluation_handler": "error",
# "equality": true,
# "data": {}
# }
# }
# ]
# }
# },
# {
# "grants": [
# {
# "effect": "allow",
# "actions": [
# "inflate"
# ],
# "query": "contains(request.identities.Role[*].permissions[], 'balloon:inflate') && request.identities.User[0].department == request.resource.owner_department",
# "evaluation_handler": "error",
# "equality": true,
# "data": {}
# }
# ],
# "has_failed": false,
# "errors": {}
# }
# ],
# "has_failed": false,
# "errors": {}
# }
# 9.b. Check if several requests with the same action are authorized.
batch_authorize_result = batch_authorize_workflow(
context_defs,
identity_defs,
resource_defs,
grants,
batch_request,
my_execute
)
print(f"Authorize Batch Result:\n{json.dumps(batch_authorize_result, indent=4)}")
# Authorization Result - An array of authorization results that maps to the batch_request.resources array
# Each one is processed as if it was a separate request
# {
# "results": [
# {
# "is_authorized": true,
# "grant": {
# "effect": "allow",
# "actions": [
# "inflate"
# ],
# "query": "contains(request.identities.Role[*].permissions[], 'balloon:inflate') && request.identities.User[0].department == request.resource.owner_department",
# "evaluation_handler": "error",
# "equality": true,
# "data": {}
# },
# "message": "An allow grant is applicable to the request, and there are no deny grants that are applicable to the request. Therefore, the request is authorized.",
# "has_failed": false,
# "critical_errors": {}
# },
# {
# "is_authorized": false,
# "grant": null,
# "message": "No allow or deny grants are applicable to the request. Therefore, the request is implicitly denied and is not authorized.",
# "has_failed": false,
# "critical_errors": {}
# },
# {
# "is_authorized": true,
# "grant": {
# "effect": "allow",
# "actions": [
# "inflate"
# ],
# "query": "contains(request.identities.Role[*].permissions[], 'balloon:inflate') && request.identities.User[0].department == request.resource.owner_department",
# "evaluation_handler": "error",
# "equality": true,
# "data": {}
# },
# "message": "An allow grant is applicable to the request, and there are no deny grants that are applicable to the request. Therefore, the request is authorized.",
# "has_failed": false,
# "critical_errors": {}
# }
# ],
# "has_failed": false,
# "errors": {}
# }