We are currently solving the following issue within our repository. Here is the issue text:
--- BEGIN ISSUE ---
Add support for backup in timestream backup
### Describe the feature

This will use AWS backup service to take time-stream backup.

### Extra information or context

_No response_

--- END ISSUE ---

Below are some code segments, each from a relevant file. One or more of these files may contain bugs.
--- BEGIN FILES ---
Path: `c7n/resources/timestream.py`
Content:
```
1 from c7n.manager import resources
2 from c7n.actions import Action
3 from c7n.filters.kms import KmsRelatedFilter
4 from c7n.query import DescribeSource, QueryResourceManager, TypeInfo
5 from c7n.utils import local_session, type_schema
6 from c7n.tags import (
7     TagDelayedAction,
8     TagActionFilter,
9     Tag as TagAction,
10     RemoveTag as RemoveTagAction
11 )
12 
13 
14 class DescribeTimestream(DescribeSource):
15     def augment(self, resources):
16         for r in resources:
17             client = local_session(self.manager.session_factory).client('timestream-write')
18             r['Tags'] = client.list_tags_for_resource(ResourceARN=r['Arn'])['Tags']
19         return resources
20 
21 
22 @resources.register('timestream-database')
23 class TimestreamDatabase(QueryResourceManager):
24     class resource_type(TypeInfo):
25         service = 'timestream-write'
26         arn_type = ''
27         name = 'DatabaseName'
28         id = arn = 'Arn'
29         enum_spec = ('list_databases', 'Databases', {})
30         permission_prefix = 'timestream'
31         permissions = ('timestream:ListDatabases', )
32         permissions_augment = ("timestream:ListTagsForResource",)
33     source_mapping = {
34         'describe': DescribeTimestream,
35     }
36 
37 
38 @resources.register('timestream-table')
39 class TimestreamTable(QueryResourceManager):
40     class resource_type(TypeInfo):
41         service = 'timestream-write'
42         arn_type = ''
43         name = 'TableName'
44         id = arn = 'Arn'
45         enum_spec = ('list_tables', 'Tables', {})
46         permission_prefix = 'timestream'
47         permissions = ('timestream:ListTables', )
48 
49     source_mapping = {
50         'describe': DescribeTimestream,
51     }
52 
53 
54 @TimestreamDatabase.action_registry.register('tag')
55 @TimestreamTable.action_registry.register('tag')
56 class TimestreamTag(TagAction):
57 
58     permissions = ('timestream:TagResource', )
59 
60     def process_resource_set(self, client, resource_set, tags):
61         for r in resource_set:
62             client.tag_resource(ResourceARN=r['Arn'], Tags=tags)
63 
64 
65 @TimestreamDatabase.action_registry.register('remove-tag')
66 @TimestreamTable.action_registry.register('remove-tag')
67 class TimestreamRemoveTag(RemoveTagAction):
68 
69     permissions = ('timestream:UntagResource', )
70 
71     def process_resource_set(self, client, resource_set, tag_keys):
72         for r in resource_set:
73             client.untag_resource(ResourceARN=r['Arn'], TagKeys=tag_keys)
74 
75 
76 TimestreamDatabase.action_registry.register('mark-for-op', TagDelayedAction)
77 TimestreamTable.action_registry.register('mark-for-op', TagDelayedAction)
78 
79 TimestreamDatabase.filter_registry.register('marked-for-op', TagActionFilter)
80 TimestreamTable.filter_registry.register('marked-for-op', TagActionFilter)
81 
82 
83 @TimestreamTable.action_registry.register('delete')
84 class TimestreamTableDelete(Action):
85     """
86     Deletes a timestream table
87     """
88 
89     schema = type_schema('delete')
90     permissions = ('timestream:DeleteTable', )
91 
92     def process(self, resources):
93         client = local_session(self.manager.session_factory).client('timestream-write')
94         for r in resources:
95             try:
96                 client.delete_table(
97                     DatabaseName=r['DatabaseName'],
98                     TableName=r['TableName']
99                 )
100             except client.exceptions.ResourceNotFoundException:
101                 continue
102 
103 
104 @TimestreamDatabase.action_registry.register('delete')
105 class TimestreamDatabaseDelete(Action):
106     """
107     Deletes a timestream database
108     """
109 
110     schema = type_schema('delete', force={'type': 'boolean', 'default': False})
111     permissions = (
112         'timestream:DeleteDatabase',
113         'timestream:ListTables', 'timestream:DeleteTable', )
114 
115     def process(self, resources):
116         client = local_session(self.manager.session_factory).client('timestream-write')
117         for r in resources:
118             try:
119                 client.delete_database(
120                     DatabaseName=r['DatabaseName'],
121                 )
122             except client.exceptions.ResourceNotFoundException:
123                 continue
124             except client.exceptions.ValidationException:
125                 if not self.data.get('force', False):
126                     self.log.error(
127                         f'Unable to delete database:{r["DatabaseName"]}, '
128                         'tables must be deleted first')
129                     continue
130                 tables = client.list_tables(DatabaseName=r['DatabaseName'])['Tables']
131                 TimestreamTableDelete(
132                     data={'type': 'delete'},
133                     manager=self.manager,
134                     log_dir=self.log_dir
135                 ).process(tables)
136                 client.delete_database(
137                     DatabaseName=r['DatabaseName'],
138                 )
139 
140 
141 @TimestreamDatabase.filter_registry.register('kms-key')
142 class KmsFilter(KmsRelatedFilter):
143     RelatedIdsExpression = 'KmsKeyId'
144
```
--- END FILES ---

Please first localize the bug based on the issue statement, and then generate a patch according to the `git diff` format fenced by three backticks.

Here is an example:

```diff
diff --git a/examples/server_async.py b/examples/server_async.py
--- a/examples/server_async.py
+++ b/examples/server_async.py
@@ -313,4 +313,4 @@
 
 
 if __name__ == "__main__":
-    asyncio.run(run_async_server("."), debug=True)
+    asyncio.run(run_async_server(), debug=True)
diff --git a/examples/server_sync.py b/examples/server_sync.py
--- a/examples/server_sync.py
+++ b/examples/server_sync.py
@@ -313,5 +313,5 @@
 
 
 if __name__ == "__main__":
-    server = run_sync_server(".")
+    server = run_sync_server()
     server.shutdown()

```

diff --git a/c7n/resources/timestream.py b/c7n/resources/timestream.py
--- a/c7n/resources/timestream.py
+++ b/c7n/resources/timestream.py
@@ -9,6 +9,7 @@
     Tag as TagAction,
     RemoveTag as RemoveTagAction
 )
+from c7n.filters.backup import ConsecutiveAwsBackupsFilter
 
 
 class DescribeTimestream(DescribeSource):
@@ -138,6 +139,9 @@
                 )
 
 
+TimestreamTable.filter_registry.register('consecutive-aws-backups', ConsecutiveAwsBackupsFilter)
+
+
 @TimestreamDatabase.filter_registry.register('kms-key')
 class KmsFilter(KmsRelatedFilter):
     RelatedIdsExpression = 'KmsKeyId'

{"golden_diff": "diff --git a/c7n/resources/timestream.py b/c7n/resources/timestream.py\n--- a/c7n/resources/timestream.py\n+++ b/c7n/resources/timestream.py\n@@ -9,6 +9,7 @@\n     Tag as TagAction,\n     RemoveTag as RemoveTagAction\n )\n+from c7n.filters.backup import ConsecutiveAwsBackupsFilter\n \n \n class DescribeTimestream(DescribeSource):\n@@ -138,6 +139,9 @@\n                 )\n \n \n+TimestreamTable.filter_registry.register('consecutive-aws-backups', ConsecutiveAwsBackupsFilter)\n+\n+\n @TimestreamDatabase.filter_registry.register('kms-key')\n class KmsFilter(KmsRelatedFilter):\n     RelatedIdsExpression = 'KmsKeyId'\n", "issue": "Add support for backup in timestream backup\n### Describe the feature\n\nThis will use AWS backup service to take time-stream backup.\n\n### Extra information or context\n\n_No response_\n", "before_files": [{"content": "from c7n.manager import resources\nfrom c7n.actions import Action\nfrom c7n.filters.kms import KmsRelatedFilter\nfrom c7n.query import DescribeSource, QueryResourceManager, TypeInfo\nfrom c7n.utils import local_session, type_schema\nfrom c7n.tags import (\n    TagDelayedAction,\n    TagActionFilter,\n    Tag as TagAction,\n    RemoveTag as RemoveTagAction\n)\n\n\nclass DescribeTimestream(DescribeSource):\n    def augment(self, resources):\n        for r in resources:\n            client = local_session(self.manager.session_factory).client('timestream-write')\n            r['Tags'] = client.list_tags_for_resource(ResourceARN=r['Arn'])['Tags']\n        return resources\n\n\n@resources.register('timestream-database')\nclass TimestreamDatabase(QueryResourceManager):\n    class resource_type(TypeInfo):\n        service = 'timestream-write'\n        arn_type = ''\n        name = 'DatabaseName'\n        id = arn = 'Arn'\n        enum_spec = ('list_databases', 'Databases', {})\n        permission_prefix = 'timestream'\n        permissions = ('timestream:ListDatabases', )\n        permissions_augment = (\"timestream:ListTagsForResource\",)\n    source_mapping = {\n        'describe': DescribeTimestream,\n    }\n\n\n@resources.register('timestream-table')\nclass TimestreamTable(QueryResourceManager):\n    class resource_type(TypeInfo):\n        service = 'timestream-write'\n        arn_type = ''\n        name = 'TableName'\n        id = arn = 'Arn'\n        enum_spec = ('list_tables', 'Tables', {})\n        permission_prefix = 'timestream'\n        permissions = ('timestream:ListTables', )\n\n    source_mapping = {\n        'describe': DescribeTimestream,\n    }\n\n\n@TimestreamDatabase.action_registry.register('tag')\n@TimestreamTable.action_registry.register('tag')\nclass TimestreamTag(TagAction):\n\n    permissions = ('timestream:TagResource', )\n\n    def process_resource_set(self, client, resource_set, tags):\n        for r in resource_set:\n            client.tag_resource(ResourceARN=r['Arn'], Tags=tags)\n\n\n@TimestreamDatabase.action_registry.register('remove-tag')\n@TimestreamTable.action_registry.register('remove-tag')\nclass TimestreamRemoveTag(RemoveTagAction):\n\n    permissions = ('timestream:UntagResource', )\n\n    def process_resource_set(self, client, resource_set, tag_keys):\n        for r in resource_set:\n            client.untag_resource(ResourceARN=r['Arn'], TagKeys=tag_keys)\n\n\nTimestreamDatabase.action_registry.register('mark-for-op', TagDelayedAction)\nTimestreamTable.action_registry.register('mark-for-op', TagDelayedAction)\n\nTimestreamDatabase.filter_registry.register('marked-for-op', TagActionFilter)\nTimestreamTable.filter_registry.register('marked-for-op', TagActionFilter)\n\n\n@TimestreamTable.action_registry.register('delete')\nclass TimestreamTableDelete(Action):\n    \"\"\"\n    Deletes a timestream table\n    \"\"\"\n\n    schema = type_schema('delete')\n    permissions = ('timestream:DeleteTable', )\n\n    def process(self, resources):\n        client = local_session(self.manager.session_factory).client('timestream-write')\n        for r in resources:\n            try:\n                client.delete_table(\n                    DatabaseName=r['DatabaseName'],\n                    TableName=r['TableName']\n                )\n            except client.exceptions.ResourceNotFoundException:\n                continue\n\n\n@TimestreamDatabase.action_registry.register('delete')\nclass TimestreamDatabaseDelete(Action):\n    \"\"\"\n    Deletes a timestream database\n    \"\"\"\n\n    schema = type_schema('delete', force={'type': 'boolean', 'default': False})\n    permissions = (\n        'timestream:DeleteDatabase',\n        'timestream:ListTables', 'timestream:DeleteTable', )\n\n    def process(self, resources):\n        client = local_session(self.manager.session_factory).client('timestream-write')\n        for r in resources:\n            try:\n                client.delete_database(\n                    DatabaseName=r['DatabaseName'],\n                )\n            except client.exceptions.ResourceNotFoundException:\n                continue\n            except client.exceptions.ValidationException:\n                if not self.data.get('force', False):\n                    self.log.error(\n                        f'Unable to delete database:{r[\"DatabaseName\"]}, '\n                        'tables must be deleted first')\n                    continue\n                tables = client.list_tables(DatabaseName=r['DatabaseName'])['Tables']\n                TimestreamTableDelete(\n                    data={'type': 'delete'},\n                    manager=self.manager,\n                    log_dir=self.log_dir\n                ).process(tables)\n                client.delete_database(\n                    DatabaseName=r['DatabaseName'],\n                )\n\n\n@TimestreamDatabase.filter_registry.register('kms-key')\nclass KmsFilter(KmsRelatedFilter):\n    RelatedIdsExpression = 'KmsKeyId'\n", "path": "c7n/resources/timestream.py"}], "after_files": [{"content": "from c7n.manager import resources\nfrom c7n.actions import Action\nfrom c7n.filters.kms import KmsRelatedFilter\nfrom c7n.query import DescribeSource, QueryResourceManager, TypeInfo\nfrom c7n.utils import local_session, type_schema\nfrom c7n.tags import (\n    TagDelayedAction,\n    TagActionFilter,\n    Tag as TagAction,\n    RemoveTag as RemoveTagAction\n)\nfrom c7n.filters.backup import ConsecutiveAwsBackupsFilter\n\n\nclass DescribeTimestream(DescribeSource):\n    def augment(self, resources):\n        for r in resources:\n            client = local_session(self.manager.session_factory).client('timestream-write')\n            r['Tags'] = client.list_tags_for_resource(ResourceARN=r['Arn'])['Tags']\n        return resources\n\n\n@resources.register('timestream-database')\nclass TimestreamDatabase(QueryResourceManager):\n    class resource_type(TypeInfo):\n        service = 'timestream-write'\n        arn_type = ''\n        name = 'DatabaseName'\n        id = arn = 'Arn'\n        enum_spec = ('list_databases', 'Databases', {})\n        permission_prefix = 'timestream'\n        permissions = ('timestream:ListDatabases', )\n        permissions_augment = (\"timestream:ListTagsForResource\",)\n    source_mapping = {\n        'describe': DescribeTimestream,\n    }\n\n\n@resources.register('timestream-table')\nclass TimestreamTable(QueryResourceManager):\n    class resource_type(TypeInfo):\n        service = 'timestream-write'\n        arn_type = ''\n        name = 'TableName'\n        id = arn = 'Arn'\n        enum_spec = ('list_tables', 'Tables', {})\n        permission_prefix = 'timestream'\n        permissions = ('timestream:ListTables', )\n\n    source_mapping = {\n        'describe': DescribeTimestream,\n    }\n\n\n@TimestreamDatabase.action_registry.register('tag')\n@TimestreamTable.action_registry.register('tag')\nclass TimestreamTag(TagAction):\n\n    permissions = ('timestream:TagResource', )\n\n    def process_resource_set(self, client, resource_set, tags):\n        for r in resource_set:\n            client.tag_resource(ResourceARN=r['Arn'], Tags=tags)\n\n\n@TimestreamDatabase.action_registry.register('remove-tag')\n@TimestreamTable.action_registry.register('remove-tag')\nclass TimestreamRemoveTag(RemoveTagAction):\n\n    permissions = ('timestream:UntagResource', )\n\n    def process_resource_set(self, client, resource_set, tag_keys):\n        for r in resource_set:\n            client.untag_resource(ResourceARN=r['Arn'], TagKeys=tag_keys)\n\n\nTimestreamDatabase.action_registry.register('mark-for-op', TagDelayedAction)\nTimestreamTable.action_registry.register('mark-for-op', TagDelayedAction)\n\nTimestreamDatabase.filter_registry.register('marked-for-op', TagActionFilter)\nTimestreamTable.filter_registry.register('marked-for-op', TagActionFilter)\n\n\n@TimestreamTable.action_registry.register('delete')\nclass TimestreamTableDelete(Action):\n    \"\"\"\n    Deletes a timestream table\n    \"\"\"\n\n    schema = type_schema('delete')\n    permissions = ('timestream:DeleteTable', )\n\n    def process(self, resources):\n        client = local_session(self.manager.session_factory).client('timestream-write')\n        for r in resources:\n            try:\n                client.delete_table(\n                    DatabaseName=r['DatabaseName'],\n                    TableName=r['TableName']\n                )\n            except client.exceptions.ResourceNotFoundException:\n                continue\n\n\n@TimestreamDatabase.action_registry.register('delete')\nclass TimestreamDatabaseDelete(Action):\n    \"\"\"\n    Deletes a timestream database\n    \"\"\"\n\n    schema = type_schema('delete', force={'type': 'boolean', 'default': False})\n    permissions = (\n        'timestream:DeleteDatabase',\n        'timestream:ListTables', 'timestream:DeleteTable', )\n\n    def process(self, resources):\n        client = local_session(self.manager.session_factory).client('timestream-write')\n        for r in resources:\n            try:\n                client.delete_database(\n                    DatabaseName=r['DatabaseName'],\n                )\n            except client.exceptions.ResourceNotFoundException:\n                continue\n            except client.exceptions.ValidationException:\n                if not self.data.get('force', False):\n                    self.log.error(\n                        f'Unable to delete database:{r[\"DatabaseName\"]}, '\n                        'tables must be deleted first')\n                    continue\n                tables = client.list_tables(DatabaseName=r['DatabaseName'])['Tables']\n                TimestreamTableDelete(\n                    data={'type': 'delete'},\n                    manager=self.manager,\n                    log_dir=self.log_dir\n                ).process(tables)\n                client.delete_database(\n                    DatabaseName=r['DatabaseName'],\n                )\n\n\nTimestreamTable.filter_registry.register('consecutive-aws-backups', ConsecutiveAwsBackupsFilter)\n\n\n@TimestreamDatabase.filter_registry.register('kms-key')\nclass KmsFilter(KmsRelatedFilter):\n    RelatedIdsExpression = 'KmsKeyId'\n", "path": "c7n/resources/timestream.py"}]}