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v4.5.4
...
21363-rest
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3320e07b70 |
@@ -341,7 +341,7 @@ When retrieving devices and virtual machines via the REST API, each will include
|
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## Pagination
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||||
|
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API responses which contain a list of many objects will be paginated for efficiency. The root JSON object returned by a list endpoint contains the following attributes:
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API responses which contain a list of many objects will be paginated for efficiency. NetBox employs offset-based pagination by default, which forms a page by skipping the number of objects indicated by the `offset` URL parameter. The root JSON object returned by a list endpoint contains the following attributes:
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* `count`: The total number of all objects matching the query
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* `next`: A hyperlink to the next page of results (if applicable)
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@@ -398,6 +398,49 @@ The maximum number of objects that can be returned is limited by the [`MAX_PAGE_
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!!! warning
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Disabling the page size limit introduces a potential for very resource-intensive requests, since one API request can effectively retrieve an entire table from the database.
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|
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### Cursor-Based Pagination
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For large datasets, offset-based pagination can become inefficient because the database must scan all rows up to the offset. As an alternative, cursor-based pagination uses the `start` query parameter to filter results by primary key (PK), enabling efficient keyset pagination.
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To use cursor-based pagination, pass `start` (the minimum PK value) and `limit` (the page size):
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```
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http://netbox/api/dcim/devices/?start=0&limit=100
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```
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This returns objects with an `id` greater than or equal to zero, ordered by PK, limited to 100 results. Below is an example showing an arbitrary `start` value.
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```json
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{
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"count": null,
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"next": "http://netbox/api/dcim/devices/?start=356&limit=100",
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"previous": null,
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"results": [
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{
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"id": 109,
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"name": "dist-router07",
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||||
...
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},
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||||
...
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{
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"id": 356,
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"name": "acc-switch492",
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||||
...
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||||
}
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]
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}
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```
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To iterate through all results, use the `id` of the last object in each response plus one as the `start` value for the next request. Continue until `next` is null.
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!!! info
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Some important differences from offset-based pagination:
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* `start` and `offset` are **mutually exclusive**; specifying both will result in a 400 error.
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* Results are always ordered by primary key when using `start`. This is required to ensure deterministic behavior.
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* `count` is always `null` in cursor mode, as counting all matching rows would partially negate its performance benefit.
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* `previous` is always `null`: cursor-based pagination supports only forward navigation.
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## Interacting with Objects
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### Retrieving Multiple Objects
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@@ -31,6 +31,11 @@ The following data is available as context for Jinja2 templates:
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* `data` - A detailed representation of the object in its current state. This is typically equivalent to the model's representation in NetBox's REST API.
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* `snapshots` - Minimal "snapshots" of the object state both before and after the change was made; provided as a dictionary with keys named `prechange` and `postchange`. These are not as extensive as the fully serialized representation, but contain enough information to convey what has changed.
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!!! warning "Deprecation of legacy fields"
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The "request_id" and "username" fields in the webhook payload above are deprecated and should no longer be used. Support for them will be removed in NetBox v4.7.0.
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|
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Use `request.user.username` and `request.request_id` from the `request` object included in the callback context instead.
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### Default Request Body
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If no body template is specified, the request body will be populated with a JSON object containing the context data. For example, a newly created site might appear as follows:
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@@ -88,3 +88,8 @@ The following context variables are available in to the text and link templates.
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| `request_id` | The unique request ID |
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| `data` | A complete serialized representation of the object |
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| `snapshots` | Pre- and post-change snapshots of the object |
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!!! warning "Deprecation of legacy fields"
|
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The "request_id" and "username" fields in the webhook payload above are deprecated and should no longer be used. Support for them will be removed in NetBox v4.7.0.
|
||||
|
||||
Use `request.user.username` and `request.request_id` from the `request` object included in the callback context instead.
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@@ -43,6 +43,11 @@ The resulting webhook payload will look like the following:
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||||
}
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||||
```
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||||
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||||
!!! warning "Deprecation of legacy fields"
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||||
The "request_id" and "username" fields in the webhook payload above are deprecated and should no longer be used. Support for them will be removed in NetBox v4.7.0.
|
||||
|
||||
Use `request.user.username` and `request.request_id` from the `request` object included in the callback context instead.
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!!! note "Consider namespacing webhook data"
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The data returned from all webhook callbacks will be compiled into a single `context` dictionary. Any existing keys within this dictionary will be overwritten by subsequent callbacks which include those keys. To avoid collisions with webhook data provided by other plugins, consider namespacing your plugin's data within a nested dictionary as such:
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@@ -1,3 +1,4 @@
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import warnings
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from datetime import timedelta
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from importlib import import_module
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||||
@@ -17,11 +18,12 @@ class Command(BaseCommand):
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||||
help = "Perform nightly housekeeping tasks [DEPRECATED]"
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||||
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||||
def handle(self, *args, **options):
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||||
self.stdout.write(
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||||
warnings.warn(
|
||||
"\n\nDEPRECATION WARNING\n"
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||||
"Running this command is no longer necessary: All housekeeping tasks\n"
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"are addressed automatically via NetBox's built-in job scheduler. It\n"
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||||
"will be removed in a future release.",
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||||
self.style.WARNING
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||||
"will be removed in a future release.\n",
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category=FutureWarning,
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)
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config = Config()
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@@ -1,18 +1,39 @@
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from django.db.models import QuerySet
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from rest_framework.exceptions import ValidationError
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from rest_framework.pagination import LimitOffsetPagination
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from rest_framework.utils.urls import remove_query_param, replace_query_param
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from netbox.api.exceptions import QuerySetNotOrdered
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from netbox.config import get_config
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class OptionalLimitOffsetPagination(LimitOffsetPagination):
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class NetBoxPagination(LimitOffsetPagination):
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"""
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Override the stock paginator to allow setting limit=0 to disable pagination for a request. This returns all objects
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matching a query, but retains the same format as a paginated request. The limit can only be disabled if
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MAX_PAGE_SIZE has been set to 0 or None.
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Provides two mutually exclusive pagination mechanisms: offset-based and cursor-based.
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||||
Offset-based pagination employs `offset` and (optionally) `limit` parameters to page through results following the
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model's natural order. `offset` indicates the number of results to skip. This provides very human-friendly behavior,
|
||||
but performance can suffer when querying very large data sets due the overhead required to determine the starting
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||||
point in the database.
|
||||
|
||||
Cursor-based pagination employs `start` and (optionally) `limit` parameters to page through results as ordered by
|
||||
the model's primary key (i.e. `id`). `start` indicates the numeric ID of the first object to return; `limit`
|
||||
indicates the maximum number of objects to return beginning with the specified ID. Objects *must* be ordered by ID
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||||
to ensure pagination is consistent. This approach is less human-friendly but offers superior performance to
|
||||
offset-based pagination. In cursor mode, `count` is omitted (null) for performance.
|
||||
|
||||
Offset- and cursor-based pagination are mutually exclusive: Only `offset` _or_ `start` is permitted for a request.
|
||||
|
||||
`limit` may be set to zero (`?limit=0`). This returns all objects matching a query, but retains the same format as
|
||||
a paginated request. The limit can only be disabled if `MAX_PAGE_SIZE` has been set to 0 or None.
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||||
"""
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start_query_param = 'start'
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||||
def __init__(self):
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self.default_limit = get_config().PAGINATE_COUNT
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self.start = None
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self._page_length = 0
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self._last_pk = None
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def paginate_queryset(self, queryset, request, view=None):
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@@ -22,15 +43,41 @@ class OptionalLimitOffsetPagination(LimitOffsetPagination):
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||||
"ordering has been applied to the queryset for this API endpoint."
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)
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||||
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self.start = self.get_start(request)
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self.limit = self.get_limit(request)
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self.request = request
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# Cursor-based pagination
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if self.start is not None:
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if self.offset_query_param in request.query_params:
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raise ValidationError(
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f"'{self.start_query_param}' and '{self.offset_query_param}' are mutually exclusive."
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||||
)
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||||
if 'ordering' in request.query_params:
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||||
raise ValidationError(
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||||
f"'{self.start_query_param}' and 'ordering' are mutually exclusive."
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||||
)
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||||
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self.count = None
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self.offset = 0
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||||
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||||
queryset = queryset.filter(pk__gte=self.start).order_by('pk')
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results = list(queryset[:self.limit]) if self.limit else list(queryset)
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||||
self._page_length = len(results)
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if results:
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||||
self._last_pk = results[-1].pk if hasattr(results[-1], 'pk') else results[-1]['pk']
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||||
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||||
return results
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||||
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||||
# Offset-based pagination
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||||
if isinstance(queryset, QuerySet):
|
||||
self.count = self.get_queryset_count(queryset)
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else:
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# We're dealing with an iterable, not a QuerySet
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||||
self.count = len(queryset)
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||||
|
||||
self.limit = self.get_limit(request)
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||||
self.offset = self.get_offset(request)
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||||
self.request = request
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||||
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||||
if self.limit and self.count > self.limit and self.template is not None:
|
||||
self.display_page_controls = True
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||||
@@ -42,6 +89,17 @@ class OptionalLimitOffsetPagination(LimitOffsetPagination):
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||||
return list(queryset[self.offset:self.offset + self.limit])
|
||||
return list(queryset[self.offset:])
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||||
|
||||
def get_start(self, request):
|
||||
try:
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||||
value = int(request.query_params[self.start_query_param])
|
||||
if value < 0:
|
||||
raise ValidationError(f"Invalid '{self.start_query_param}' parameter: must be a non-negative integer.")
|
||||
return value
|
||||
except KeyError:
|
||||
return None
|
||||
except (ValueError, TypeError):
|
||||
raise ValidationError(f"Invalid '{self.start_query_param}' parameter: must be a non-negative integer.")
|
||||
|
||||
def get_limit(self, request):
|
||||
max_limit = self.default_limit
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||||
MAX_PAGE_SIZE = get_config().MAX_PAGE_SIZE
|
||||
@@ -75,6 +133,16 @@ class OptionalLimitOffsetPagination(LimitOffsetPagination):
|
||||
if not self.limit:
|
||||
return None
|
||||
|
||||
# Cursor mode
|
||||
if self.start is not None:
|
||||
if self._page_length < self.limit:
|
||||
return None
|
||||
url = self.request.build_absolute_uri()
|
||||
url = replace_query_param(url, self.start_query_param, self._last_pk + 1)
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||||
url = replace_query_param(url, self.limit_query_param, self.limit)
|
||||
url = remove_query_param(url, self.offset_query_param)
|
||||
return url
|
||||
|
||||
return super().get_next_link()
|
||||
|
||||
def get_previous_link(self):
|
||||
@@ -83,10 +151,30 @@ class OptionalLimitOffsetPagination(LimitOffsetPagination):
|
||||
if not self.limit:
|
||||
return None
|
||||
|
||||
# Cursor mode: forward-only
|
||||
if self.start is not None:
|
||||
return None
|
||||
|
||||
return super().get_previous_link()
|
||||
|
||||
def get_schema_operation_parameters(self, view):
|
||||
parameters = super().get_schema_operation_parameters(view)
|
||||
parameters.append({
|
||||
'name': self.start_query_param,
|
||||
'required': False,
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||||
'in': 'query',
|
||||
'description': (
|
||||
'Cursor-based pagination: return results with pk >= start, ordered by pk. '
|
||||
'Mutually exclusive with offset.'
|
||||
),
|
||||
'schema': {
|
||||
'type': 'integer',
|
||||
},
|
||||
})
|
||||
return parameters
|
||||
|
||||
class StripCountAnnotationsPaginator(OptionalLimitOffsetPagination):
|
||||
|
||||
class StripCountAnnotationsPaginator(NetBoxPagination):
|
||||
"""
|
||||
Strips the annotations on the queryset before getting the count
|
||||
to optimize pagination of complex queries.
|
||||
|
||||
@@ -723,7 +723,7 @@ REST_FRAMEWORK = {
|
||||
'rest_framework.filters.OrderingFilter',
|
||||
),
|
||||
'DEFAULT_METADATA_CLASS': 'netbox.api.metadata.BulkOperationMetadata',
|
||||
'DEFAULT_PAGINATION_CLASS': 'netbox.api.pagination.OptionalLimitOffsetPagination',
|
||||
'DEFAULT_PAGINATION_CLASS': 'netbox.api.pagination.NetBoxPagination',
|
||||
'DEFAULT_PARSER_CLASSES': (
|
||||
'rest_framework.parsers.JSONParser',
|
||||
'rest_framework.parsers.MultiPartParser',
|
||||
|
||||
@@ -2,10 +2,11 @@ import uuid
|
||||
|
||||
from django.test import RequestFactory, TestCase
|
||||
from django.urls import reverse
|
||||
from rest_framework.exceptions import ValidationError
|
||||
from rest_framework.request import Request
|
||||
|
||||
from netbox.api.exceptions import QuerySetNotOrdered
|
||||
from netbox.api.pagination import OptionalLimitOffsetPagination
|
||||
from netbox.api.pagination import NetBoxPagination
|
||||
from users.models import Token
|
||||
from utilities.testing import APITestCase
|
||||
|
||||
@@ -48,7 +49,7 @@ class AppTest(APITestCase):
|
||||
class OptionalLimitOffsetPaginationTest(TestCase):
|
||||
|
||||
def setUp(self):
|
||||
self.paginator = OptionalLimitOffsetPagination()
|
||||
self.paginator = NetBoxPagination()
|
||||
self.factory = RequestFactory()
|
||||
|
||||
def _make_drf_request(self, path='/', query_params=None):
|
||||
@@ -80,3 +81,33 @@ class OptionalLimitOffsetPaginationTest(TestCase):
|
||||
request = self._make_drf_request()
|
||||
|
||||
self.paginator.paginate_queryset(iterable, request) # Should not raise exception
|
||||
|
||||
def test_get_start_returns_none_when_absent(self):
|
||||
"""get_start() returns None when start param is not in the request"""
|
||||
request = self._make_drf_request()
|
||||
self.assertIsNone(self.paginator.get_start(request))
|
||||
|
||||
def test_get_start_returns_integer(self):
|
||||
"""get_start() returns an integer when start param is present"""
|
||||
request = self._make_drf_request(query_params={'start': '42'})
|
||||
self.assertEqual(self.paginator.get_start(request), 42)
|
||||
|
||||
def test_get_start_raises_for_negative(self):
|
||||
"""get_start() raises ValidationError for negative values"""
|
||||
request = self._make_drf_request(query_params={'start': '-1'})
|
||||
with self.assertRaises(ValidationError):
|
||||
self.paginator.get_start(request)
|
||||
|
||||
def test_cursor_and_offset_conflict_raises_validation_error(self):
|
||||
"""paginate_queryset() raises ValidationError when both start and offset are specified"""
|
||||
queryset = Token.objects.all().order_by('created')
|
||||
request = self._make_drf_request(query_params={'start': '1', 'offset': '10'})
|
||||
with self.assertRaises(ValidationError):
|
||||
self.paginator.paginate_queryset(queryset, request)
|
||||
|
||||
def test_cursor_and_ordering_conflict_raises_validation_error(self):
|
||||
"""paginate_queryset() raises ValidationError when both start and ordering are specified"""
|
||||
queryset = Token.objects.all().order_by('created')
|
||||
request = self._make_drf_request(query_params={'start': '1', 'ordering': 'created'})
|
||||
with self.assertRaises(ValidationError):
|
||||
self.paginator.paginate_queryset(queryset, request)
|
||||
|
||||
@@ -187,6 +187,116 @@ class APIPaginationTestCase(APITestCase):
|
||||
self.assertIsNone(response.data['previous'])
|
||||
self.assertEqual(len(response.data['results']), 100)
|
||||
|
||||
def test_cursor_pagination(self):
|
||||
"""Basic cursor pagination returns results ordered by PK with correct next link."""
|
||||
first_pk = Site.objects.order_by('pk').values_list('pk', flat=True).first()
|
||||
response = self.client.get(f'{self.url}?start={first_pk}&limit=10', format='json', **self.header)
|
||||
|
||||
self.assertHttpStatus(response, status.HTTP_200_OK)
|
||||
self.assertIsNone(response.data['count'])
|
||||
self.assertIsNone(response.data['previous'])
|
||||
self.assertEqual(len(response.data['results']), 10)
|
||||
|
||||
# Results should be ordered by PK
|
||||
pks = [r['id'] for r in response.data['results']]
|
||||
self.assertEqual(pks, sorted(pks))
|
||||
|
||||
# Next link should use start parameter
|
||||
last_pk = pks[-1]
|
||||
self.assertIn(f'start={last_pk + 1}', response.data['next'])
|
||||
self.assertIn('limit=10', response.data['next'])
|
||||
|
||||
def test_cursor_pagination_last_page(self):
|
||||
"""Cursor pagination returns null next link when fewer results than limit."""
|
||||
last_pk = Site.objects.order_by('pk').values_list('pk', flat=True).last()
|
||||
response = self.client.get(f'{self.url}?start={last_pk}&limit=10', format='json', **self.header)
|
||||
|
||||
self.assertHttpStatus(response, status.HTTP_200_OK)
|
||||
self.assertEqual(len(response.data['results']), 1)
|
||||
self.assertIsNone(response.data['next'])
|
||||
self.assertIsNone(response.data['previous'])
|
||||
|
||||
def test_cursor_pagination_no_results(self):
|
||||
"""Cursor pagination beyond all PKs returns empty results."""
|
||||
max_pk = Site.objects.order_by('pk').values_list('pk', flat=True).last()
|
||||
response = self.client.get(f'{self.url}?start={max_pk + 1000}&limit=10', format='json', **self.header)
|
||||
|
||||
self.assertHttpStatus(response, status.HTTP_200_OK)
|
||||
self.assertEqual(len(response.data['results']), 0)
|
||||
self.assertIsNone(response.data['next'])
|
||||
|
||||
def test_cursor_and_offset_conflict(self):
|
||||
"""Specifying both start and offset returns a 400 error."""
|
||||
with disable_warnings('django.request'):
|
||||
response = self.client.get(f'{self.url}?start=1&offset=10', format='json', **self.header)
|
||||
self.assertHttpStatus(response, status.HTTP_400_BAD_REQUEST)
|
||||
|
||||
def test_cursor_and_ordering_conflict(self):
|
||||
"""Specifying both start and ordering returns a 400 error."""
|
||||
with disable_warnings('django.request'):
|
||||
response = self.client.get(f'{self.url}?start=1&ordering=name', format='json', **self.header)
|
||||
self.assertHttpStatus(response, status.HTTP_400_BAD_REQUEST)
|
||||
|
||||
def test_cursor_negative_start(self):
|
||||
"""Negative start value returns a 400 error."""
|
||||
with disable_warnings('django.request'):
|
||||
response = self.client.get(f'{self.url}?start=-1', format='json', **self.header)
|
||||
self.assertHttpStatus(response, status.HTTP_400_BAD_REQUEST)
|
||||
|
||||
def test_cursor_with_filters(self):
|
||||
"""Cursor pagination works alongside other query filters."""
|
||||
response = self.client.get(f'{self.url}?start=0&limit=10&name=Site 1', format='json', **self.header)
|
||||
|
||||
self.assertHttpStatus(response, status.HTTP_200_OK)
|
||||
self.assertIsNone(response.data['count'])
|
||||
results = response.data['results']
|
||||
self.assertEqual(len(results), 1)
|
||||
self.assertEqual(results[0]['name'], 'Site 1')
|
||||
|
||||
def test_offset_multi_page_traversal(self):
|
||||
"""Traverse all 100 objects using offset pagination and verify complete, non-overlapping coverage."""
|
||||
collected_pks = []
|
||||
url = f'{self.url}?limit=10'
|
||||
|
||||
while url:
|
||||
response = self.client.get(url, format='json', **self.header)
|
||||
self.assertHttpStatus(response, status.HTTP_200_OK)
|
||||
self.assertEqual(response.data['count'], 100)
|
||||
collected_pks.extend(r['id'] for r in response.data['results'])
|
||||
url = response.data['next']
|
||||
|
||||
# Should have collected exactly 100 unique objects
|
||||
self.assertEqual(len(set(collected_pks)), 100)
|
||||
|
||||
def test_cursor_multi_page_traversal(self):
|
||||
"""Traverse all 100 objects using cursor pagination and verify complete, non-overlapping coverage."""
|
||||
collected_pks = []
|
||||
first_pk = Site.objects.order_by('pk').values_list('pk', flat=True).first()
|
||||
url = f'{self.url}?start={first_pk}&limit=10'
|
||||
|
||||
while url:
|
||||
response = self.client.get(url, format='json', **self.header)
|
||||
self.assertHttpStatus(response, status.HTTP_200_OK)
|
||||
self.assertIsNone(response.data['count'])
|
||||
self.assertIsNone(response.data['previous'])
|
||||
|
||||
page_pks = [r['id'] for r in response.data['results']]
|
||||
|
||||
# Each page should be ordered by PK
|
||||
self.assertEqual(page_pks, sorted(page_pks))
|
||||
|
||||
# No overlap with previously collected PKs
|
||||
self.assertFalse(set(page_pks) & set(collected_pks))
|
||||
|
||||
collected_pks.extend(page_pks)
|
||||
url = response.data['next']
|
||||
|
||||
# Should have collected exactly 100 unique objects
|
||||
self.assertEqual(len(set(collected_pks)), 100)
|
||||
|
||||
# Full result set should be in PK order
|
||||
self.assertEqual(collected_pks, sorted(collected_pks))
|
||||
|
||||
|
||||
class APIOrderingTestCase(APITestCase):
|
||||
user_permissions = ('dcim.view_site',)
|
||||
|
||||
Reference in New Issue
Block a user