Batch task definition lookups in get_ancestors

Add `get_task_definitions` function to the taskcluster util module, sharing a
cache with the existing `get_task_definition`, and making a request for each
batch of 1000 tasks, instead of one per task.

Author: jcristau

src/taskgraph/util/taskcluster.py

@@ -268,10 +268,40 @@ def get_task_url(task_id):
     return task_tmpl.format(task_id)
 
 
-@functools.cache
-def get_task_definition(task_id):
-    queue = get_taskcluster_client("queue")
-    return queue.task(task_id)
+class TaskDefinitionsCache:
+    def __init__(self):
+        self.cache = {}
+
+    def get_task_definition(self, task_id):
+        if task_id not in self.cache:
+            queue = get_taskcluster_client("queue")
+            self.cache[task_id] = queue.task(task_id)
+        return self.cache[task_id]
+
+    def get_task_definitions(self, task_ids):
+        missing_task_ids = list(set(task_ids) - set(self.cache))
+        if missing_task_ids:
+            queue = get_taskcluster_client("queue")
+
+            def pagination_handler(response):
+                self.cache.update(
+                    {task["taskId"]: task["task"] for task in response["tasks"]}
+                )
+
+            queue.tasks(
+                payload={"taskIds": missing_task_ids},
+                paginationHandler=pagination_handler,
+            )
+        return {
+            task_id: self.cache[task_id]
+            for task_id in task_ids
+            if task_id in self.cache
+        }
+
+
+_task_definitions_cache = TaskDefinitionsCache()
+get_task_definition = _task_definitions_cache.get_task_definition
+get_task_definitions = _task_definitions_cache.get_task_definitions
 
 
 def cancel_task(task_id):
@@ -430,22 +460,20 @@ def pagination_handler(response):
     return incomplete_tasks
 
 
-@functools.cache
 def _get_deps(task_ids):
     upstream_tasks = {}
-    for task_id in task_ids:
-        task_def = get_task_definition(task_id)
-        if not task_def:
-            continue
-
+    task_defs = get_task_definitions(task_ids)
+    dependencies = set()
+    for task_id, task_def in task_defs.items():
         metadata = task_def.get("metadata", {})  # type: ignore
         name = metadata.get("name")  # type: ignore
         if name:
             upstream_tasks[task_id] = name
 
-        dependencies = task_def.get("dependencies", [])
-        if dependencies:
-            upstream_tasks.update(_get_deps(tuple(dependencies)))
+        dependencies |= set(task_def.get("dependencies", []))
+
+    if dependencies:
+        upstream_tasks.update(_get_deps(tuple(dependencies)))
 
     return upstream_tasks
 
@@ -464,18 +492,12 @@ def get_ancestors(task_ids: Union[list[str], str]) -> dict[str, str]:
     if isinstance(task_ids, str):
         task_ids = [task_ids]
 
-    for task_id in task_ids:
-        try:
-            task_def = get_task_definition(task_id)
-        except taskcluster.TaskclusterRestFailure as e:
-            # Task has most likely expired, which means it's no longer a
-            # dependency for the purposes of this function.
-            if e.status_code == 404:
-                continue
-            raise e
-
-        dependencies = task_def.get("dependencies", [])
-        if dependencies:
-            upstream_tasks.update(_get_deps(tuple(dependencies)))
+    task_defs = get_task_definitions(task_ids)
+    dependencies = set()
+
+    for task_id, task_def in task_defs.items():
+        dependencies |= set(task_def.get("dependencies", []))
+    if dependencies:
+        upstream_tasks.update(_get_deps(tuple(dependencies)))
 
     return copy.deepcopy(upstream_tasks)

test/test_util_taskcluster.py

@@ -3,6 +3,7 @@
 # file, You can obtain one at http://mozilla.org/MPL/2.0/.
 
 import datetime
+import json
 from unittest.mock import MagicMock
 
 import pytest
@@ -309,6 +310,7 @@ def test_get_task_url(root_url):
 def test_get_task_definition(responses, root_url):
     tid = "abc123"
     tc.get_taskcluster_client.cache_clear()
+    tc._task_definitions_cache.cache.clear()
 
     responses.get(
         f"{root_url}/api/queue/v1/task/{tid}",
@@ -318,6 +320,40 @@ def test_get_task_definition(responses, root_url):
     assert result == {"payload": "blah"}
 
 
+def test_get_task_definitions(responses, root_url):
+    tid = (
+        "abc123",
+        "def456",
+    )
+    tc.get_taskcluster_client.cache_clear()
+    tc._task_definitions_cache.cache.clear()
+
+    task_definitions = {
+        "abc123": {"payload": "blah"},
+        "def456": {"payload": "foobar"},
+    }
+
+    def tasks_callback(request):
+        payload = json.loads(request.body)
+        resp_body = {
+            "tasks": [
+                {"taskId": task_id, "task": task_definitions[task_id]}
+                for task_id in payload["taskIds"]
+            ]
+        }
+        return (200, [], json.dumps(resp_body))
+
+    responses.add_callback(
+        responses.POST,
+        f"{root_url}/api/queue/v1/tasks",
+        callback=tasks_callback,
+    )
+    result = tc.get_task_definitions(tid)
+    assert result == task_definitions
+    result = tc.get_task_definition(tid[0])
+    assert result == {"payload": "blah"}
+
+
 def test_cancel_task(responses, root_url):
     tid = "abc123"
     tc.get_taskcluster_client.cache_clear()
@@ -487,8 +523,7 @@ def test_list_task_group_incomplete_tasks(responses, root_url):
 
 
 def test_get_ancestors(responses, root_url):
-    tc.get_task_definition.cache_clear()
-    tc._get_deps.cache_clear()
+    tc._task_definitions_cache.cache.clear()
     tc.get_taskcluster_client.cache_clear()
 
     task_definitions = {
@@ -518,12 +553,20 @@ def test_get_ancestors(responses, root_url):
         },
     }
 
-    # Mock API responses for each task definition
-    for task_id, definition in task_definitions.items():
-        responses.get(
-            f"{root_url}/api/queue/v1/task/{task_id}",
-            json=definition,
-        )
+    # Mock API response for task definitions
+    def tasks_callback(request):
+        payload = json.loads(request.body)
+        resp_body = {
+            "tasks": [
+                {"taskId": task_id, "task": task_definitions[task_id]}
+                for task_id in payload["taskIds"]
+            ]
+        }
+        return (200, [], json.dumps(resp_body))
+
+    responses.add_callback(
+        responses.POST, f"{root_url}/api/queue/v1/tasks", callback=tasks_callback
+    )
 
     got = tc.get_ancestors(["bbb", "fff"])
     expected = {
@@ -536,8 +579,7 @@ def test_get_ancestors(responses, root_url):
 
 
 def test_get_ancestors_string(responses, root_url):
-    tc.get_task_definition.cache_clear()
-    tc._get_deps.cache_clear()
+    tc._task_definitions_cache.cache.clear()
     tc.get_taskcluster_client.cache_clear()
 
     task_definitions = {
@@ -567,12 +609,20 @@ def test_get_ancestors_string(responses, root_url):
         },
     }
 
-    # Mock API responses for each task definition
-    for task_id, definition in task_definitions.items():
-        responses.get(
-            f"{root_url}/api/queue/v1/task/{task_id}",
-            json=definition,
-        )
+    # Mock API response for task definitions
+    def tasks_callback(request):
+        payload = json.loads(request.body)
+        resp_body = {
+            "tasks": [
+                {"taskId": task_id, "task": task_definitions[task_id]}
+                for task_id in payload["taskIds"]
+            ]
+        }
+        return (200, [], json.dumps(resp_body))
+
+    responses.add_callback(
+        responses.POST, f"{root_url}/api/queue/v1/tasks", callback=tasks_callback
+    )
 
     got = tc.get_ancestors("fff")
     expected = {