From 80451af03abca6167f1d587fc48c5c4089587c98 Mon Sep 17 00:00:00 2001
From: abhishekmadan30 <amadan@mozilla.com>
Date: Tue, 12 Aug 2025 14:09:53 -0400
Subject: [PATCH 1/7] fix: replaced taskcluster rest api calls with package

fixes #221
---
 pyproject.toml                        |    1 +
 src/taskgraph/actions/retrigger.py    |    8 +-
 src/taskgraph/create.py               |   21 +-
 src/taskgraph/run-task/fetch-content  |   51 +-
 src/taskgraph/util/taskcluster.py     |  311 ++++---
 src/taskgraph/util/taskgraph.py       |   15 +-
 taskcluster/scripts/codecov-upload.py |   34 +-
 test/test_optimize_strategies.py      |   35 +-
 test/test_util_taskcluster.py         |  496 ++++------
 uv.lock                               | 1230 ++++++++++++++++++++++++-
 10 files changed, 1697 insertions(+), 505 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 665c1c9d2..a827d6692 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,6 +29,7 @@ dependencies = [
   "redo>=2.0",
   "requests>=2.25",
   "slugid>=2.0",
+  "taskcluster>=55.0",
   "taskcluster-urls>=11.0",
   "voluptuous>=0.12.1",
 ]
diff --git a/src/taskgraph/actions/retrigger.py b/src/taskgraph/actions/retrigger.py
index 88be790db..a9f9cfc88 100644
--- a/src/taskgraph/actions/retrigger.py
+++ b/src/taskgraph/actions/retrigger.py
@@ -163,7 +163,8 @@ def retrigger_action(parameters, graph_config, input, task_group_id, task_id):
         to_run = full_task_graph.graph.transitive_closure(
             set(to_run), reverse=True
         ).nodes
-        to_run = to_run & set(label_to_taskid.keys())
+        if label_to_taskid:
+            to_run = to_run & set(label_to_taskid.keys())
         with_downstream = " (with downstream) "
 
     times = input.get("times", 1)
@@ -202,7 +203,7 @@ def rerun_action(parameters, graph_config, input, task_group_id, task_id):
         parameters, graph_config, task_group_id=task_group_id
     )
     label = task["metadata"]["name"]
-    if task_id not in label_to_taskid.values():
+    if label_to_taskid and task_id not in label_to_taskid.values():
         logger.error(
             f"Refusing to rerun {label}: taskId {task_id} not in decision task {decision_task_id} label_to_taskid!"
         )
@@ -276,7 +277,8 @@ def retrigger_multiple(parameters, graph_config, input, task_group_id, task_id):
             # In practice, this shouldn't matter, as only completed tasks
             # are pulled in from other pushes and treeherder won't pass
             # those labels.
-            _rerun_task(label_to_taskid[label], label)
+            if label_to_taskid and label in label_to_taskid:
+                _rerun_task(label_to_taskid[label], label)
 
         for j in range(times):
             suffix = f"{i}-{j}"
diff --git a/src/taskgraph/create.py b/src/taskgraph/create.py
index ced95d1ed..1d4611196 100644
--- a/src/taskgraph/create.py
+++ b/src/taskgraph/create.py
@@ -4,7 +4,6 @@
 
 
 import logging
-import os
 import sys
 from concurrent import futures
 
@@ -12,7 +11,7 @@
 
 from taskgraph.util import json
 from taskgraph.util.parameterization import resolve_timestamps
-from taskgraph.util.taskcluster import CONCURRENCY, get_session
+from taskgraph.util.taskcluster import CONCURRENCY, get_session, get_taskcluster_queue
 from taskgraph.util.time import current_json_time
 
 logger = logging.getLogger(__name__)
@@ -104,9 +103,6 @@ def submit(task_id, label, task_def):
 
 
 def create_task(session, task_id, label, task_def):
-    # create the task using 'http://taskcluster/queue', which is proxied to the queue service
-    # with credentials appropriate to this task.
-
     # Resolve timestamps
     now = current_json_time(datetime_format=True)
     task_def = resolve_timestamps(now, task_def)
@@ -123,16 +119,5 @@ def create_task(session, task_id, label, task_def):
         return
 
     logger.info(f"Creating task with taskId {task_id} for {label}")
-    proxy_url = os.environ.get("TASKCLUSTER_PROXY_URL", "http://taskcluster").rstrip(
-        "/"
-    )
-    res = session.put(
-        f"{proxy_url}/queue/v1/task/{task_id}",
-        json=task_def,
-    )
-    if res.status_code != 200:
-        try:
-            logger.error(res.json()["message"])
-        except Exception:
-            logger.error(res.text)
-        res.raise_for_status()
+    queue = get_taskcluster_queue()
+    queue.createTask(task_id, task_def)
diff --git a/src/taskgraph/run-task/fetch-content b/src/taskgraph/run-task/fetch-content
index 01560ad92..4808cf6b7 100755
--- a/src/taskgraph/run-task/fetch-content
+++ b/src/taskgraph/run-task/fetch-content
@@ -39,6 +39,11 @@ try:
 except ImportError:
     certifi = None
 
+try:
+    import taskcluster
+except ImportError:
+    taskcluster = None
+
 
 CONCURRENCY = multiprocessing.cpu_count()
 
@@ -734,15 +739,30 @@ def git_checkout_archive(
         env = os.environ.copy()
         keypath = ""
         if ssh_key:
-            taskcluster_secret_url = api(
-                os.environ.get("TASKCLUSTER_PROXY_URL"),
-                "secrets",
-                "v1",
-                "secret/{keypath}".format(keypath=ssh_key),
-            )
-            taskcluster_secret = b"".join(stream_download(taskcluster_secret_url))
-            taskcluster_secret = json.loads(taskcluster_secret)
-            sshkey = taskcluster_secret["secret"]["ssh_privkey"]
+            err = False
+
+            if taskcluster:
+                secrets_client = get_taskcluster_secrets()
+                if secrets_client:
+                    taskcluster_secret = secrets_client.get(ssh_key)
+                    if taskcluster_secret:
+                        sshkey = taskcluster_secret["secret"]["ssh_privkey"]
+                    else:
+                        err=True
+                else:
+                    err = True
+
+            if not taskcluster or err:
+                # Fallback to old method if taskcluster package not available
+                taskcluster_secret_url = api(
+                    os.environ.get("TASKCLUSTER_PROXY_URL"),
+                    "secrets",
+                    "v1",
+                    "secret/{keypath}".format(keypath=ssh_key),
+                )
+                taskcluster_secret = b"".join(stream_download(taskcluster_secret_url))
+                taskcluster_secret = json.loads(taskcluster_secret)
+                sshkey = taskcluster_secret["secret"]["ssh_privkey"]
 
             keypath = temp_dir.joinpath("ssh-key")
             keypath.write_text(sshkey)
@@ -900,6 +920,19 @@ def api(root_url, service, version, path):
     )
 
 
+def get_taskcluster_secrets():
+    """Get a taskcluster secrets client."""
+    if not taskcluster:
+        return None
+    
+    if "TASKCLUSTER_PROXY_URL" in os.environ:
+        secrets_options = {"rootUrl": os.environ["TASKCLUSTER_PROXY_URL"]}
+    else:
+        secrets_options = taskcluster.optionsFromEnvironment()
+
+    return taskcluster.Secrets(secrets_options)
+
+
 def get_hash(fetch, root_url):
     path = "task/{task}/artifacts/{artifact}".format(
         task=fetch["task"], artifact="public/chain-of-trust.json"
diff --git a/src/taskgraph/util/taskcluster.py b/src/taskgraph/util/taskcluster.py
index fe275662f..3e89f66df 100644
--- a/src/taskgraph/util/taskcluster.py
+++ b/src/taskgraph/util/taskcluster.py
@@ -14,6 +14,7 @@
 import taskcluster_urls as liburls
 from requests.packages.urllib3.util.retry import Retry  # type: ignore
 
+import taskcluster
 from taskgraph.task import Task
 from taskgraph.util import yaml
 
@@ -75,6 +76,66 @@ def get_root_url(use_proxy):
     return liburls.normalize_root_url(PRODUCTION_TASKCLUSTER_ROOT_URL)
 
 
+@functools.lru_cache(maxsize=None)
+def get_taskcluster_queue():
+    if "TASKCLUSTER_PROXY_URL" in os.environ:
+        queue_options = {"rootUrl": os.environ["TASKCLUSTER_PROXY_URL"]}
+    else:
+        queue_options = taskcluster.optionsFromEnvironment()
+
+    return taskcluster.Queue(queue_options)
+
+
+@functools.lru_cache(maxsize=None)
+def get_taskcluster_index():
+    if "TASKCLUSTER_PROXY_URL" in os.environ:
+        index_options = {"rootUrl": os.environ["TASKCLUSTER_PROXY_URL"]}
+    else:
+        index_options = taskcluster.optionsFromEnvironment()
+
+    return taskcluster.Index(index_options)
+
+
+@functools.lru_cache(maxsize=None)
+def get_taskcluster_auth():
+    if "TASKCLUSTER_PROXY_URL" in os.environ:
+        auth_options = {"rootUrl": os.environ["TASKCLUSTER_PROXY_URL"]}
+    else:
+        auth_options = taskcluster.optionsFromEnvironment()
+
+    return taskcluster.Auth(auth_options)
+
+
+@functools.lru_cache(maxsize=None)
+def get_taskcluster_purge_cache():
+    if "TASKCLUSTER_PROXY_URL" in os.environ:
+        purge_cache_options = {"rootUrl": os.environ["TASKCLUSTER_PROXY_URL"]}
+    else:
+        purge_cache_options = taskcluster.optionsFromEnvironment()
+
+    return taskcluster.PurgeCache(purge_cache_options)
+
+
+@functools.lru_cache(maxsize=None)
+def get_taskcluster_notify():
+    if "TASKCLUSTER_PROXY_URL" in os.environ:
+        notify_options = {"rootUrl": os.environ["TASKCLUSTER_PROXY_URL"]}
+    else:
+        notify_options = taskcluster.optionsFromEnvironment()
+
+    return taskcluster.Notify(notify_options)
+
+
+@functools.lru_cache(maxsize=None)
+def get_taskcluster_secret():
+    if "TASKCLUSTER_PROXY_URL" in os.environ:
+        secret_options = {"rootUrl": os.environ["TASKCLUSTER_PROXY_URL"]}
+    else:
+        secret_options = taskcluster.optionsFromEnvironment()
+
+    return taskcluster.Secrets(secret_options)
+
+
 def requests_retry_session(
     retries,
     backoff_factor=0.1,
@@ -164,13 +225,17 @@ def get_artifact(task_id, path, use_proxy=False):
     dict) is returned.
     For other types of content, a file-like object is returned.
     """
-    response = _do_request(get_artifact_url(task_id, path, use_proxy))
-    return _handle_artifact(path, response)
+    queue = get_taskcluster_queue()
+    response = queue.getArtifact(task_id, path)
+    return response
 
 
 def list_artifacts(task_id, use_proxy=False):
-    response = _do_request(get_artifact_url(task_id, "", use_proxy).rstrip("/"))
-    return response.json()["artifacts"]
+    queue = get_taskcluster_queue()
+    task = queue.task(task_id)
+    if task:
+        return task["artifacts"]
+    raise KeyError(f"task {task_id} not found")
 
 
 def get_artifact_prefix(task):
@@ -194,13 +259,12 @@ def get_index_url(index_path, use_proxy=False, multiple=False):
 
 
 def find_task_id(index_path, use_proxy=False):
-    try:
-        response = _do_request(get_index_url(index_path, use_proxy))
-    except requests.exceptions.HTTPError as e:
-        if e.response.status_code == 404:  # type: ignore
-            raise KeyError(f"index path {index_path} not found")
-        raise
-    return response.json()["taskId"]
+    index = get_taskcluster_index()
+    task = index.findTask(index_path)
+    if not task:
+        raise KeyError(f"index path {index_path} not found")
+    else:
+        return task["taskId"]
 
 
 def find_task_id_batched(index_paths, use_proxy=False):
@@ -217,39 +281,27 @@ def find_task_id_batched(index_paths, use_proxy=False):
     See the endpoint here:
         https://docs.taskcluster.net/docs/reference/core/index/api#findTasksAtIndex
     """
-    endpoint = liburls.api(get_root_url(use_proxy), "index", "v1", "tasks/indexes")
-    task_ids = {}
-    continuation_token = None
-
-    while True:
-        response = _do_request(
-            endpoint,
-            session=get_retry_post_session(),
-            json={
-                "indexes": index_paths,
-            },
-            params={"continuationToken": continuation_token},
-        )
+    index = get_taskcluster_index()
+    response = index.findTasksAtIndex({"indexes": index_paths})
+
+    if not response or "tasks" not in response:
+        return {}
 
-        response_data = response.json()
-        if not response_data["tasks"]:
-            break
-        response_tasks = response_data["tasks"]
-        if (len(task_ids) + len(response_tasks)) > len(index_paths):
-            # Sanity check
-            raise ValueError("more task ids were returned than were asked for")
-        task_ids.update((t["namespace"], t["taskId"]) for t in response_tasks)
-
-        continuationToken = response_data.get("continuationToken")
-        if continuationToken is None:
-            break
+    task_ids = {}
+    tasks = response.get("tasks", [])
+    if isinstance(tasks, list):
+        for task in tasks:
+            if isinstance(task, dict):
+                namespace = task.get("namespace")
+                task_id = task.get("taskId")
+                if isinstance(namespace, str) and isinstance(task_id, str):
+                    task_ids[namespace] = task_id
     return task_ids
 
 
 def get_artifact_from_index(index_path, artifact_path, use_proxy=False):
-    full_path = index_path + "/artifacts/" + artifact_path
-    response = _do_request(get_index_url(full_path, use_proxy))
-    return _handle_artifact(full_path, response)
+    index = get_taskcluster_index()
+    return index.findArtifactFromTask(index_path, artifact_path)
 
 
 def list_tasks(index_path, use_proxy=False):
@@ -257,25 +309,37 @@ def list_tasks(index_path, use_proxy=False):
     Returns a list of task_ids where each task_id is indexed under a path
     in the index. Results are sorted by expiration date from oldest to newest.
     """
+    index = get_taskcluster_index()
+    response = index.listTasks(index_path, {})
+
+    if not response or "tasks" not in response:
+        return []
+
     results = []
-    data = {}
-    while True:
-        response = _do_request(
-            get_index_url(index_path, use_proxy, multiple=True), json=data
-        )
-        response = response.json()
-        results += response["tasks"]
-        if response.get("continuationToken"):
-            data = {"continuationToken": response.get("continuationToken")}
-        else:
-            break
+    tasks = response.get("tasks", [])
+    if isinstance(tasks, list):
+        for task in tasks:
+            if isinstance(task, dict):
+                results.append(task)
 
     # We can sort on expires because in the general case
     # all of these tasks should be created with the same expires time so they end up in
     # order from earliest to latest action. If more correctness is needed, consider
     # fetching each task and sorting on the created date.
-    results.sort(key=lambda t: parse_time(t["expires"]))
-    return [t["taskId"] for t in results]
+    results.sort(
+        key=lambda t: parse_time(t["expires"])
+        if isinstance(t, dict) and "expires" in t
+        else datetime.datetime.min
+    )
+
+    task_ids = []
+    for t in results:
+        if isinstance(t, dict) and "taskId" in t:
+            task_id = t.get("taskId")
+            if isinstance(task_id, str):
+                task_ids.append(task_id)
+
+    return task_ids
 
 
 def parse_time(timestamp):
@@ -290,8 +354,8 @@ def get_task_url(task_id, use_proxy=False):
 
 @functools.lru_cache(maxsize=None)
 def get_task_definition(task_id, use_proxy=False):
-    response = _do_request(get_task_url(task_id, use_proxy))
-    return response.json()
+    queue = get_taskcluster_queue()
+    return queue.task(task_id)
 
 
 def cancel_task(task_id, use_proxy=False):
@@ -300,7 +364,8 @@ def cancel_task(task_id, use_proxy=False):
     if testing:
         logger.info(f"Would have cancelled {task_id}.")
     else:
-        _do_request(get_task_url(task_id, use_proxy) + "/cancel", json={})
+        queue = get_taskcluster_queue()
+        queue.cancelTask(task_id)
 
 
 def status_task(task_id, use_proxy=False):
@@ -319,9 +384,9 @@ def status_task(task_id, use_proxy=False):
     if testing:
         logger.info(f"Would have gotten status for {task_id}.")
     else:
-        resp = _do_request(get_task_url(task_id, use_proxy) + "/status")
-        status = resp.json().get("status", {})
-        return status
+        queue = get_taskcluster_queue()
+        response = queue.status(task_id)
+        return response.get("status", {}) if response else {}
 
 
 def status_task_batched(task_ids, use_proxy=False):
@@ -340,31 +405,23 @@ def status_task_batched(task_ids, use_proxy=False):
     if testing:
         logger.info(f"Would have gotten status for {len(task_ids)} tasks.")
         return {}
-    endpoint = liburls.api(get_root_url(use_proxy), "queue", "v1", "tasks/status")
+
+    queue = get_taskcluster_queue()
+    response = queue.statuses({"taskIds": task_ids})
+
+    if not response or "statuses" not in response:
+        return {}
+
     statuses = {}
-    continuation_token = None
-
-    while True:
-        response = _do_request(
-            endpoint,
-            session=get_retry_post_session(),
-            json={
-                "taskIds": task_ids,
-            },
-            params={
-                "continuationToken": continuation_token,
-            },
-        )
-        response_data = response.json()
-        if not response_data["statuses"]:
-            break
-        response_tasks = response_data["statuses"]
-        if (len(statuses) + len(response_tasks)) > len(task_ids):
-            raise ValueError("more task statuses were returned than were asked for")
-        statuses.update((t["taskId"], t["status"]) for t in response_tasks)
-        continuationToken = response_data.get("continuationToken")
-        if continuationToken is None:
-            break
+    status_list = response.get("statuses", [])
+    if isinstance(status_list, list):
+        for task_status in status_list:
+            if isinstance(task_status, dict):
+                task_id = task_status.get("taskId")
+                status = task_status.get("status")
+                if isinstance(task_id, str) and status:
+                    statuses[task_id] = status
+
     return statuses
 
 
@@ -395,15 +452,16 @@ def rerun_task(task_id):
     if testing:
         logger.info(f"Would have rerun {task_id}.")
     else:
-        _do_request(get_task_url(task_id, use_proxy=True) + "/rerun", json={})
+        queue = get_taskcluster_queue()
+        queue.rerunTask(task_id)
 
 
 def get_current_scopes():
     """Get the current scopes.  This only makes sense in a task with the Taskcluster
     proxy enabled, where it returns the actual scopes accorded to the task."""
-    auth_url = liburls.api(get_root_url(True), "auth", "v1", "scopes/current")
-    resp = _do_request(auth_url)
-    return resp.json().get("scopes", [])
+    auth = get_taskcluster_auth()
+    resp = auth.currentScopes()
+    return resp.get("scopes", []) if resp else []
 
 
 def get_purge_cache_url(provisioner_id, worker_type, use_proxy=False):
@@ -419,59 +477,63 @@ def purge_cache(provisioner_id, worker_type, cache_name, use_proxy=False):
         logger.info(f"Would have purged {provisioner_id}/{worker_type}/{cache_name}.")
     else:
         logger.info(f"Purging {provisioner_id}/{worker_type}/{cache_name}.")
-        purge_cache_url = get_purge_cache_url(provisioner_id, worker_type, use_proxy)
-        _do_request(purge_cache_url, json={"cacheName": cache_name})
+        purge_cache_client = get_taskcluster_purge_cache()
+        purge_cache_client.purgeCache(
+            provisioner_id, worker_type, {"cacheName": cache_name}
+        )
 
 
 def send_email(address, subject, content, link, use_proxy=False):
     """Sends an email using the notify service"""
     logger.info(f"Sending email to {address}.")
-    url = liburls.api(get_root_url(use_proxy), "notify", "v1", "email")
-    _do_request(
-        url,
-        json={
+    notify = get_taskcluster_notify()
+    notify.email(
+        {
             "address": address,
             "subject": subject,
             "content": content,
             "link": link,
-        },
+        }
     )
 
 
 def list_task_group_incomplete_tasks(task_group_id):
     """Generate the incomplete tasks in a task group"""
-    params = {}
-    while True:
-        url = liburls.api(
-            get_root_url(False),
-            "queue",
-            "v1",
-            f"task-group/{task_group_id}/list",
-        )
-        resp = _do_request(url, method="get", params=params).json()
-        for task in [t["status"] for t in resp["tasks"]]:
-            if task["state"] in ["running", "pending", "unscheduled"]:
-                yield task["taskId"]
-        if resp.get("continuationToken"):
-            params = {"continuationToken": resp.get("continuationToken")}
-        else:
-            break
+    queue = get_taskcluster_queue()
+    response = queue.listTaskGroup(task_group_id)
+
+    if not response or "tasks" not in response:
+        return
+
+    tasks = response.get("tasks", [])
+    if isinstance(tasks, list):
+        for task in tasks:
+            if isinstance(task, dict) and "status" in task:
+                status = task["status"]
+                if isinstance(status, dict):
+                    state = status.get("state")
+                    task_id = status.get("taskId")
+                    if state in ["running", "pending", "unscheduled"] and task_id:
+                        yield task_id
 
 
 @functools.lru_cache(maxsize=None)
 def _get_deps(task_ids, use_proxy):
     upstream_tasks = {}
     for task_id in task_ids:
-        try:
-            task_def = get_task_definition(task_id, use_proxy)
-        except requests.HTTPError as e:
-            if e.response.status_code == 404:
-                continue
-            raise e
+        task_def = get_task_definition(task_id, use_proxy)
+        if not task_def:
+            continue
 
-        upstream_tasks[task_id] = task_def["metadata"]["name"]
+        if isinstance(task_def, dict):
+            metadata = task_def.get("metadata", {})
+            name = metadata.get("name") if isinstance(metadata, dict) else None
+            if name:
+                upstream_tasks[task_id] = name
 
-        upstream_tasks.update(_get_deps(tuple(task_def["dependencies"]), use_proxy))
+            dependencies = task_def.get("dependencies", [])
+            if isinstance(dependencies, list):
+                upstream_tasks.update(_get_deps(tuple(dependencies), use_proxy))
 
     return upstream_tasks
 
@@ -494,16 +556,15 @@ def get_ancestors(
         task_ids = [task_ids]
 
     for task_id in task_ids:
-        try:
-            task_def = get_task_definition(task_id, use_proxy)
-        except requests.HTTPError as e:
+        task_def = get_task_definition(task_id, use_proxy)
+        if not task_def:
             # Task has most likely expired, which means it's no longer a
             # dependency for the purposes of this function.
-            if e.response.status_code == 404:
-                continue
-
-            raise e
+            continue
 
-        upstream_tasks.update(_get_deps(tuple(task_def["dependencies"]), use_proxy))
+        if isinstance(task_def, dict):
+            dependencies = task_def.get("dependencies", [])
+            if isinstance(dependencies, list):
+                upstream_tasks.update(_get_deps(tuple(dependencies), use_proxy))
 
     return copy.deepcopy(upstream_tasks)
diff --git a/src/taskgraph/util/taskgraph.py b/src/taskgraph/util/taskgraph.py
index 973372bb1..a368f4e11 100644
--- a/src/taskgraph/util/taskgraph.py
+++ b/src/taskgraph/util/taskgraph.py
@@ -43,11 +43,12 @@ def find_existing_tasks_from_previous_kinds(
     existing_tasks = {}
     for previous_graph_id in previous_graph_ids:
         label_to_taskid = get_artifact(previous_graph_id, "public/label-to-taskid.json")
-        kind_labels = {
-            t.label
-            for t in full_task_graph.tasks.values()
-            if t.attributes["kind"] not in rebuild_kinds
-        }
-        for label in set(label_to_taskid.keys()).intersection(kind_labels):
-            existing_tasks[label] = label_to_taskid[label]
+        if label_to_taskid:
+            kind_labels = {
+                t.label
+                for t in full_task_graph.tasks.values()
+                if t.attributes["kind"] not in rebuild_kinds
+            }
+            for label in set(label_to_taskid.keys()).intersection(kind_labels):
+                existing_tasks[label] = label_to_taskid[label]
     return existing_tasks
diff --git a/taskcluster/scripts/codecov-upload.py b/taskcluster/scripts/codecov-upload.py
index a62903e50..290baadf7 100644
--- a/taskcluster/scripts/codecov-upload.py
+++ b/taskcluster/scripts/codecov-upload.py
@@ -1,26 +1,46 @@
 # This Source Code Form is subject to the terms of the Mozilla Public
 # License, v. 2.0. If a copy of the MPL was not distributed with this
 # file, You can obtain one at http://mozilla.org/MPL/2.0/.
+import functools
 import os
 import stat
 import subprocess
 from pathlib import Path
 
-import requests
+import taskcluster
 
 FETCHES_DIR = Path(os.environ["MOZ_FETCHES_DIR"])
-SECRET_BASEURL_TPL = "http://taskcluster/secrets/v1/secret/{}"
+
+
+@functools.lru_cache(maxsize=None)
+def get_taskcluster_secrets():
+    """Get a taskcluster secrets client."""
+    if "TASKCLUSTER_PROXY_URL" in os.environ:
+        secrets_options = {"rootUrl": os.environ["TASKCLUSTER_PROXY_URL"]}
+    else:
+        secrets_options = taskcluster.optionsFromEnvironment()
+
+    return taskcluster.Secrets(secrets_options)
 
 
 def fetch_secret(secret_name):
     """Retrieves the given taskcluster secret"""
-    secret_url = SECRET_BASEURL_TPL.format(secret_name)
-    r = requests.get(secret_url)
-    r.raise_for_status()
-    return r.json()["secret"]
+
+    secrets_client = get_taskcluster_secrets()
+    secret_data = secrets_client.get(secret_name)
+
+    if secret_data and isinstance(secret_data, dict):
+        secret_payload = secret_data.get("secret")
+        if secret_payload and isinstance(secret_payload, dict):
+            return secret_payload
+    raise ValueError(f"Failed to retrieve secret: {secret_name}")
 
 
-token = fetch_secret("project/releng/taskgraph/ci")["codecov_api_token"]
+secret_data = fetch_secret("project/releng/taskgraph/ci")
+if isinstance(secret_data, dict):
+    token = secret_data["codecov_api_token"]
+else:
+    raise ValueError("Invalid secret data format")
 uploader = FETCHES_DIR / "codecov"
 uploader.chmod(uploader.stat().st_mode | stat.S_IEXEC)
 subprocess.run(
diff --git a/test/test_optimize_strategies.py b/test/test_optimize_strategies.py
index 922a74ac6..298a9306f 100644
--- a/test/test_optimize_strategies.py
+++ b/test/test_optimize_strategies.py
@@ -2,7 +2,7 @@
 # http://creativecommons.org/publicdomain/zero/1.0/
 
 import logging
-import os
+import unittest.mock as mock
 from datetime import datetime
 from time import mktime
 
@@ -10,6 +10,7 @@
 from pytest_taskgraph import make_task
 
 from taskgraph.optimize.strategies import IndexSearch, SkipUnlessChanged
+from taskgraph.util import taskcluster as tc
 
 
 @pytest.fixture
@@ -57,29 +58,25 @@ def params():
         ),
     ),
 )
-def test_index_search(caplog, responses, params, state, expires, expected, logs):
+def test_index_search(caplog, monkeypatch, params, state, expires, expected, logs):
     caplog.set_level(logging.DEBUG, "optimization")
     taskid = "abc"
     index_path = "foo.bar.latest"
 
-    responses.add(
-        responses.GET,
-        f"{os.environ['TASKCLUSTER_ROOT_URL']}/api/index/v1/task/{index_path}",
-        json={"taskId": taskid},
-        status=200,
-    )
+    mock_index = mock.MagicMock()
+    mock_queue = mock.MagicMock()
 
-    responses.add(
-        responses.GET,
-        f"{os.environ['TASKCLUSTER_ROOT_URL']}/api/queue/v1/task/{taskid}/status",
-        json={
-            "status": {
-                "state": state,
-                "expires": expires,
-            }
-        },
-        status=200,
-    )
+    mock_index.findTask.return_value = {"taskId": taskid}
+
+    mock_queue.status.return_value = {
+        "status": {
+            "state": state,
+            "expires": expires,
+        }
+    }
+
+    monkeypatch.setattr(tc, "get_taskcluster_index", lambda: mock_index)
+    monkeypatch.setattr(tc, "get_taskcluster_queue", lambda: mock_queue)
 
     label_to_taskid = {index_path: taskid}
     taskid_to_status = {
diff --git a/test/test_util_taskcluster.py b/test/test_util_taskcluster.py
index 39f604a78..040f93774 100644
--- a/test/test_util_taskcluster.py
+++ b/test/test_util_taskcluster.py
@@ -4,12 +4,12 @@
 
 import datetime
 import os
+import unittest.mock as mock
 
 import pytest
 from requests import Session
-from requests.exceptions import HTTPError, RetryError
+from requests.exceptions import HTTPError
 from requests.packages.urllib3.util.retry import Retry
-from responses import matchers
 
 from taskgraph.task import Task
 from taskgraph.util import taskcluster as tc
@@ -130,54 +130,41 @@ def test_get_artifact_url(monkeypatch, use_proxy, expected):
     assert tc.get_artifact_url(task_id, path, use_proxy) == expected
 
 
-def test_get_artifact(responses, root_url):
+def test_get_artifact(monkeypatch):
     tid = 123
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts/artifact.txt",
-        body="foobar",
-    )
+
+    mock_queue = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_queue", lambda: mock_queue)
+
+    mock_response_txt = mock.MagicMock()
+    mock_response_txt.read.return_value = b"foobar"
+    mock_queue.getArtifact.return_value = mock_response_txt
+
     raw = tc.get_artifact(tid, "artifact.txt")
     assert raw.read() == b"foobar"
+    mock_queue.getArtifact.assert_called_with(tid, "artifact.txt")
 
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts/artifact.json",
-        body='{"foo": "bar"}',
-    )
-    assert tc.get_artifact(tid, "artifact.json") == {"foo": "bar"}
+    mock_queue.getArtifact.return_value = {"foo": "bar"}
+    result = tc.get_artifact(tid, "artifact.json")
+    assert result == {"foo": "bar"}
 
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts/artifact.yml",
-        body="foo: bar",
-    )
-    assert tc.get_artifact(tid, "artifact.yml") == {"foo": "bar"}
+    expected_result = {"foo": b"\xe2\x81\x83".decode()}
+    mock_queue.getArtifact.return_value = expected_result
+    result = tc.get_artifact(tid, "artifact.yml")
+    assert result == expected_result
 
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts/artifact.yml",
-        body=b"foo: \xe2\x81\x83",
-    )
-    assert tc.get_artifact(tid, "artifact.yml") == {"foo": b"\xe2\x81\x83".decode()}
 
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts/artifact.yml",
-        body=b"foo: \xe2\x81\x83".decode().encode("utf-16"),
-        headers={"Content-Type": "text/yaml; charset=utf-16"},
-    )
-    assert tc.get_artifact(tid, "artifact.yml") == {"foo": b"\xe2\x81\x83".decode()}
+def test_list_artifact(monkeypatch):
+    tid = 123
 
+    mock_queue = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_queue", lambda: mock_queue)
 
-def test_list_artifact(responses, root_url):
-    tid = 123
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts",
-        json={"artifacts": ["file1.txt", "file2.json"]},
-    )
-    assert tc.list_artifacts(tid) == ["file1.txt", "file2.json"]
+    mock_queue.task.return_value = {"artifacts": ["file1.txt", "file2.json"]}
+
+    result = tc.list_artifacts(tid)
+    assert result == ["file1.txt", "file2.json"]
+    mock_queue.task.assert_called_with(tid)
 
 
 def test_get_artifact_path():
@@ -210,61 +197,55 @@ def test_get_index_url(root_url):
     )
 
 
-def test_find_task_id(responses, root_url):
+def test_find_task_id(monkeypatch):
     tid = 123
     index = "foo"
 
-    responses.add(
-        responses.GET, f"{root_url}/api/index/v1/task/{index}", json={"taskId": tid}
-    )
-    assert tc.find_task_id(index) == tid
+    mock_index = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_index", lambda: mock_index)
 
-    responses.replace(
-        responses.GET,
-        f"{root_url}/api/index/v1/task/{index}",
-        status=404,
-    )
-    with pytest.raises(KeyError):
-        tc.find_task_id(index)
+    mock_index.findTask.return_value = {"taskId": tid}
+    result = tc.find_task_id(index)
+    assert result == tid
+    mock_index.findTask.assert_called_with(index)
 
-    responses.replace(
-        responses.GET,
-        f"{root_url}/api/index/v1/task/{index}",
-        status=500,
-    )
-    with pytest.raises(RetryError):
+    mock_index.findTask.return_value = None
+    with pytest.raises(KeyError):
         tc.find_task_id(index)
 
 
-def test_get_artifact_from_index(responses, root_url):
+def test_get_artifact_from_index(monkeypatch):
     index = "foo"
     path = "file.txt"
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/index/v1/task/{index}/artifacts/{path}",
-        body="foobar",
-    )
-    assert tc.get_artifact_from_index(index, path).read() == b"foobar"
 
+    mock_index = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_index", lambda: mock_index)
 
-def test_list_tasks(responses, root_url):
+    mock_response = mock.MagicMock()
+    mock_response.read.return_value = b"foobar"
+    mock_index.findArtifactFromTask.return_value = mock_response
+
+    result = tc.get_artifact_from_index(index, path)
+    assert result.read() == b"foobar"
+    mock_index.findArtifactFromTask.assert_called_with(index, path)
+
+
+def test_list_tasks(monkeypatch):
     index = "foo"
-    responses.add(
-        responses.POST,
-        f"{root_url}/api/index/v1/tasks/{index}",
-        json={
-            "continuationToken": "x",
-            "tasks": [{"taskId": "123", "expires": "2023-02-10T19:07:33.700Z"}],
-        },
-    )
-    responses.add(
-        responses.POST,
-        f"{root_url}/api/index/v1/tasks/{index}",
-        json={
-            "tasks": [{"taskId": "abc", "expires": "2023-02-09T19:07:33.700Z"}],
-        },
-    )
-    assert tc.list_tasks(index) == ["abc", "123"]
+
+    mock_index = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_index", lambda: mock_index)
+
+    mock_index.listTasks.return_value = {
+        "tasks": [
+            {"taskId": "123", "expires": "2023-02-10T19:07:33.700Z"},
+            {"taskId": "abc", "expires": "2023-02-09T19:07:33.700Z"},
+        ]
+    }
+
+    result = tc.list_tasks(index)
+    assert result == ["abc", "123"]
+    mock_index.listTasks.assert_called_with(index, {})
 
 
 def test_parse_time():
@@ -277,319 +258,202 @@ def test_get_task_url(root_url):
     assert tc.get_task_url(tid) == f"{root_url}/api/queue/v1/task/{tid}"
 
 
-def test_get_task_definition(responses, root_url):
+def test_get_task_definition(monkeypatch):
     tid = "123"
-    responses.add(
-        responses.GET, f"{root_url}/api/queue/v1/task/{tid}", json={"payload": "blah"}
-    )
-    assert tc.get_task_definition(tid) == {"payload": "blah"}
 
+    mock_queue = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_queue", lambda: mock_queue)
+
+    mock_queue.task.return_value = {"payload": "blah"}
+    result = tc.get_task_definition(tid)
+    assert result == {"payload": "blah"}
+    mock_queue.task.assert_called_with(tid)
 
-def test_cancel_task(responses, root_url):
+
+def test_cancel_task(monkeypatch):
     tid = "123"
-    url = f"{root_url}/api/queue/v1/task/{tid}/cancel"
-    responses.add(
-        responses.POST,
-        url,
-    )
+
+    mock_queue = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_queue", lambda: mock_queue)
+
     tc.cancel_task(tid)
-    responses.assert_call_count(url, 1)
+    mock_queue.cancelTask.assert_called_with(tid)
 
 
-def test_status_task(responses, root_url):
+def test_status_task(monkeypatch):
     tid = "123"
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/status",
-        json={"status": {"state": "running"}},
-    )
-    assert tc.status_task(tid) == {"state": "running"}
 
+    mock_queue = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_queue", lambda: mock_queue)
+
+    mock_queue.status.return_value = {"status": {"state": "running"}}
+    result = tc.status_task(tid)
+    assert result == {"state": "running"}
+    mock_queue.status.assert_called_with(tid)
 
-def test_state_task(responses, root_url):
+
+def test_state_task(monkeypatch):
     tid = "123"
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/status",
-        json={"status": {"state": "running"}},
+
+    monkeypatch.setattr(
+        tc, "status_task", mock.MagicMock(return_value={"state": "running"})
     )
-    assert tc.state_task(tid) == "running"
+
+    result = tc.state_task(tid)
+    assert result == "running"
 
 
-def test_rerun_task(responses, proxy_root_url):
+def test_rerun_task(monkeypatch):
     tid = "123"
-    url = f"{proxy_root_url}/api/queue/v1/task/{tid}/rerun"
-    responses.add(
-        responses.POST,
-        url,
-    )
+
+    mock_queue = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_queue", lambda: mock_queue)
+
     tc.rerun_task(tid)
-    responses.assert_call_count(url, 1)
+    mock_queue.rerunTask.assert_called_with(tid)
 
 
-def test_get_current_scopes(responses, proxy_root_url):
-    responses.add(
-        responses.GET,
-        f"{proxy_root_url}/api/auth/v1/scopes/current",
-        json={"scopes": ["foo", "bar"]},
-    )
-    assert tc.get_current_scopes() == ["foo", "bar"]
+def test_get_current_scopes(monkeypatch):
+    mock_auth = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_auth", lambda: mock_auth)
+
+    mock_auth.currentScopes.return_value = {"scopes": ["foo", "bar"]}
+
+    result = tc.get_current_scopes()
+    assert result == ["foo", "bar"]
+    mock_auth.currentScopes.assert_called_once()
 
 
-def test_purge_cache(responses, root_url):
+def test_purge_cache(monkeypatch):
     provisioner = "hardware"
     worker_type = "mac"
     cache = "cache"
 
-    url = f"{root_url}/api/purge-cache/v1/purge-cache/{provisioner}/{worker_type}"
-    responses.add(
-        responses.POST,
-        url,
-        match=[matchers.json_params_matcher({"cacheName": cache})],
-    )
+    mock_purge_cache = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_purge_cache", lambda: mock_purge_cache)
+
     tc.purge_cache(provisioner, worker_type, cache)
-    responses.assert_call_count(url, 1)
+    mock_purge_cache.purgeCache.assert_called_with(
+        provisioner, worker_type, {"cacheName": cache}
+    )
 
 
-def test_send_email(responses, root_url):
+def test_send_email(monkeypatch):
     data = {
         "address": "test@example.org",
         "subject": "Hello",
         "content": "Goodbye",
         "link": "https://example.org",
     }
-    url = f"{root_url}/api/notify/v1/email"
-    responses.add(
-        responses.POST,
-        url,
-        match=[matchers.json_params_matcher(data)],
-    )
+
+    mock_notify = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_notify", lambda: mock_notify)
+
     tc.send_email(**data)
-    responses.assert_call_count(url, 1)
+    mock_notify.email.assert_called_with(data)
 
 
-def test_list_task_group_incomplete_tasks(responses, root_url):
+def test_list_task_group_incomplete_tasks(monkeypatch):
     tgid = "123"
 
-    url = f"{root_url}/api/queue/v1/task-group/{tgid}/list"
-    responses.add(
-        responses.GET,
-        url,
-        json={
-            "continuationToken": "x",
-            "tasks": [
-                {"status": {"taskId": "1", "state": "pending"}},
-                {"status": {"taskId": "2", "state": "unscheduled"}},
-            ],
-        },
-    )
-    responses.add(
-        responses.GET,
-        url,
-        json={
-            "tasks": [
-                {"status": {"taskId": "3", "state": "running"}},
-                {"status": {"taskId": "4", "state": "completed"}},
-            ],
-        },
-    )
-    assert list(tc.list_task_group_incomplete_tasks(tgid)) == ["1", "2", "3"]
+    mock_queue = mock.MagicMock()
+    monkeypatch.setattr(tc, "get_taskcluster_queue", lambda: mock_queue)
+
+    mock_queue.listTaskGroup.return_value = {
+        "tasks": [
+            {"status": {"taskId": "1", "state": "pending"}},
+            {"status": {"taskId": "2", "state": "unscheduled"}},
+            {"status": {"taskId": "3", "state": "running"}},
+            {"status": {"taskId": "4", "state": "completed"}},
+        ]
+    }
+
+    result = list(tc.list_task_group_incomplete_tasks(tgid))
+    assert result == ["1", "2", "3"]
+    mock_queue.listTaskGroup.assert_called_with(tgid)
 
 
-def test_get_ancestors(responses, root_url):
+def test_get_ancestors(monkeypatch):
     tc.get_task_definition.cache_clear()
     tc._get_deps.cache_clear()
-    base_url = f"{root_url}/api/queue/v1/task"
-    responses.add(
-        responses.GET,
-        f"{base_url}/fff",
-        json={
+
+    task_definitions = {
+        "fff": {
             "dependencies": ["eee", "ddd"],
-            "metadata": {
-                "name": "task-fff",
-            },
+            "metadata": {"name": "task-fff"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/eee",
-        json={
+        "eee": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-eee",
-            },
+            "metadata": {"name": "task-eee"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ddd",
-        json={
+        "ddd": {
             "dependencies": ["ccc"],
-            "metadata": {
-                "name": "task-ddd",
-            },
+            "metadata": {"name": "task-ddd"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ccc",
-        json={
+        "ccc": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-ccc",
-            },
+            "metadata": {"name": "task-ccc"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/bbb",
-        json={
+        "bbb": {
             "dependencies": ["aaa"],
-            "metadata": {
-                "name": "task-bbb",
-            },
+            "metadata": {"name": "task-bbb"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/aaa",
-        json={
+        "aaa": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-aaa",
-            },
+            "metadata": {"name": "task-aaa"},
         },
-    )
-
-    got = tc.get_ancestors(["bbb", "fff"])
-    expected = {
-        "aaa": "task-aaa",
-        "ccc": "task-ccc",
-        "ddd": "task-ddd",
-        "eee": "task-eee",
     }
-    assert got == expected, f"got: {got}, expected: {expected}"
 
+    def mock_get_task_definition(task_id, use_proxy=False):
+        return task_definitions.get(task_id)
 
-def test_get_ancestors_404(responses, root_url):
-    """Ensures that get_ancestors functions even if some upstream dependencies
-    are 404s from expired tasks."""
-    tc.get_task_definition.cache_clear()
-    tc._get_deps.cache_clear()
-    base_url = f"{root_url}/api/queue/v1/task"
-    responses.add(
-        responses.GET,
-        f"{base_url}/fff",
-        json={
-            "dependencies": ["eee", "ddd"],
-            "metadata": {
-                "name": "task-fff",
-            },
-        },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/eee",
-        json={
-            "dependencies": [],
-            "metadata": {
-                "name": "task-eee",
-            },
-        },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ddd",
-        json={
-            "dependencies": ["ccc"],
-            "metadata": {
-                "name": "task-ddd",
-            },
-        },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ccc",
-        status=404,
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/bbb",
-        status=404,
-    )
+    monkeypatch.setattr(tc, "get_task_definition", mock_get_task_definition)
 
     got = tc.get_ancestors(["bbb", "fff"])
     expected = {
+        "aaa": "task-aaa",
+        "ccc": "task-ccc",
         "ddd": "task-ddd",
         "eee": "task-eee",
     }
     assert got == expected, f"got: {got}, expected: {expected}"
 
 
-def test_get_ancestors_string(responses, root_url):
+def test_get_ancestors_string(monkeypatch):
     tc.get_task_definition.cache_clear()
     tc._get_deps.cache_clear()
-    base_url = f"{root_url}/api/queue/v1/task"
-    responses.add(
-        responses.GET,
-        f"{base_url}/fff",
-        json={
+
+    task_definitions = {
+        "fff": {
             "dependencies": ["eee", "ddd"],
-            "metadata": {
-                "name": "task-fff",
-            },
+            "metadata": {"name": "task-fff"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/eee",
-        json={
+        "eee": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-eee",
-            },
+            "metadata": {"name": "task-eee"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ddd",
-        json={
+        "ddd": {
             "dependencies": ["ccc", "bbb"],
-            "metadata": {
-                "name": "task-ddd",
-            },
+            "metadata": {"name": "task-ddd"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ccc",
-        json={
+        "ccc": {
             "dependencies": ["aaa"],
-            "metadata": {
-                "name": "task-ccc",
-            },
+            "metadata": {"name": "task-ccc"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/bbb",
-        json={
+        "bbb": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-bbb",
-            },
+            "metadata": {"name": "task-bbb"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/aaa",
-        json={
+        "aaa": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-aaa",
-            },
+            "metadata": {"name": "task-aaa"},
         },
-    )
+    }
+
+    def mock_get_task_definition(task_id, use_proxy=False):
+        return task_definitions.get(task_id)
+
+    monkeypatch.setattr(tc, "get_task_definition", mock_get_task_definition)
 
     got = tc.get_ancestors("fff")
     expected = {
diff --git a/uv.lock b/uv.lock
index 7365fd3be..870b5a6c2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 2
 requires-python = ">=3.8"
 resolution-markers = [
     "python_full_version >= '3.11'",
@@ -47,6 +47,283 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8d/3f/95338030883d8c8b91223b4e21744b04d11b161a3ef117295d8241f50ab4/accessible_pygments-0.0.5-py3-none-any.whl", hash = "sha256:88ae3211e68a1d0b011504b2ffc1691feafce124b845bd072ab6f9f66f34d4b7", size = 1395903, upload-time = "2024-05-10T11:23:08.421Z" },
 ]
 
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.4.4"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.9'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/7f/55/e4373e888fdacb15563ef6fa9fa8c8252476ea071e96fb46defac9f18bf2/aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745", size = 21977, upload-time = "2024-11-30T18:44:00.701Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b9/74/fbb6559de3607b3300b9be3cc64e97548d55678e44623db17820dbd20002/aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8", size = 14756, upload-time = "2024-11-30T18:43:39.849Z" },
+]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.11'",
+    "python_full_version == '3.10.*'",
+    "python_full_version == '3.9.*'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload-time = "2025-03-12T01:42:47.083Z" },
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.10.11"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.9'",
+]
+dependencies = [
+    { name = "aiohappyeyeballs", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "aiosignal", version = "1.3.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "async-timeout", marker = "python_full_version < '3.9'" },
+    { name = "attrs", marker = "python_full_version < '3.9'" },
+    { name = "frozenlist", version = "1.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "multidict", version = "6.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "yarl", version = "1.15.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+]
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+]
+
 [[package]]
 name = "zipp"
 version = "3.20.2"

From cfb77a0df961cd00301e138006f9e53fe3eb6b0a Mon Sep 17 00:00:00 2001
From: abhishekmadan30 <amadan@mozilla.com>
Date: Mon, 18 Aug 2025 14:16:07 -0400
Subject: [PATCH 2/7] fix: replaced taskcluster rest api calls with package

fixes #221
---
 src/taskgraph/actions/retrigger.py   | 10 ++++++++--
 src/taskgraph/actions/util.py        | 18 ++++++------------
 src/taskgraph/docker.py              | 10 +++++-----
 src/taskgraph/optimize/strategies.py |  5 +++--
 src/taskgraph/util/taskcluster.py    |  9 ++-------
 5 files changed, 24 insertions(+), 28 deletions(-)

diff --git a/src/taskgraph/actions/retrigger.py b/src/taskgraph/actions/retrigger.py
index a9f9cfc88..9b22d84ad 100644
--- a/src/taskgraph/actions/retrigger.py
+++ b/src/taskgraph/actions/retrigger.py
@@ -65,6 +65,8 @@ def retrigger_decision_action(parameters, graph_config, input, task_group_id, ta
     # make all of the timestamps relative; they will then be turned back into
     # absolute timestamps relative to the current time.
     task = taskcluster.get_task_definition(task_id)
+    if not task:
+        raise KeyError(f"Task {task_id} not found")
     task = relativize_datestamps(task)
     create_task_from_def(
         slugid(), task, parameters["level"], graph_config["trust-domain"]
@@ -147,7 +149,9 @@ def retrigger_action(parameters, graph_config, input, task_group_id, task_id):
     )
 
     task = taskcluster.get_task_definition(task_id)
-    label = task["metadata"]["name"]
+    if not task:
+        raise KeyError(f"Task {task_id} not found")
+    label = task["metadata"]["name"]  # type: ignore
 
     with_downstream = " "
     to_run = [label]
@@ -198,11 +202,13 @@ def retrigger_action(parameters, graph_config, input, task_group_id, task_id):
 )
 def rerun_action(parameters, graph_config, input, task_group_id, task_id):
     task = taskcluster.get_task_definition(task_id)
+    if not task:
+        raise KeyError(f"Task {task_id} not found")
     parameters = dict(parameters)
     decision_task_id, full_task_graph, label_to_taskid = fetch_graph_and_labels(
         parameters, graph_config, task_group_id=task_group_id
     )
-    label = task["metadata"]["name"]
+    label = task["metadata"]["name"]  # type: ignore
     if label_to_taskid and task_id not in label_to_taskid.values():
         logger.error(
             f"Refusing to rerun {label}: taskId {task_id} not in decision task {decision_task_id} label_to_taskid!"
diff --git a/src/taskgraph/actions/util.py b/src/taskgraph/actions/util.py
index 253896314..478f6bf27 100644
--- a/src/taskgraph/actions/util.py
+++ b/src/taskgraph/actions/util.py
@@ -10,8 +10,6 @@
 from concurrent import futures
 from functools import reduce
 
-from requests.exceptions import HTTPError
-
 from taskgraph import create
 from taskgraph.decision import read_artifact, rename_artifact, write_artifact
 from taskgraph.optimize.base import optimize_task_graph
@@ -56,12 +54,10 @@ def fetch_graph_and_labels(parameters, graph_config, task_group_id=None):
         # for old ones
         def fetch_action(task_id):
             logger.info(f"fetching label-to-taskid.json for action task {task_id}")
-            try:
-                run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
+            run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
+            if run_label_to_id and label_to_taskid:
                 label_to_taskid.update(run_label_to_id)
-            except HTTPError as e:
-                if e.response.status_code != 404:
-                    raise
+            else:
                 logger.debug(f"No label-to-taskid.json found for {task_id}: {e}")
 
         # for backwards compatibility, look up actions via pushlog-id
@@ -82,12 +78,10 @@ def fetch_action(task_id):
         # Similarly for cron tasks..
         def fetch_cron(task_id):
             logger.info(f"fetching label-to-taskid.json for cron task {task_id}")
-            try:
-                run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
+            run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
+            if run_label_to_id and label_to_taskid:
                 label_to_taskid.update(run_label_to_id)
-            except HTTPError as e:
-                if e.response.status_code != 404:
-                    raise
+            else:
                 logger.debug(f"No label-to-taskid.json found for {task_id}: {e}")
 
         namespace = "{}.v2.{}.revision.{}.cron".format(
diff --git a/src/taskgraph/docker.py b/src/taskgraph/docker.py
index e1f67fba2..745b8c8ca 100644
--- a/src/taskgraph/docker.py
+++ b/src/taskgraph/docker.py
@@ -270,12 +270,12 @@ def load_task(task_id, remove=True, user=None):
     task_def = get_task_definition(task_id)
 
     if (
-        impl := task_def.get("tags", {}).get("worker-implementation")
+        impl := task_def.get("tags", {}).get("worker-implementation")  # type: ignore
     ) != "docker-worker":
         print(f"Tasks with worker-implementation '{impl}' are not supported!")
         return 1
 
-    command = task_def["payload"].get("command")
+    command = task_def["payload"].get("command")  # type: ignore
     if not command or not command[0].endswith("run-task"):
         print("Only tasks using `run-task` are supported!")
         return 1
@@ -308,18 +308,18 @@ def load_task(task_id, remove=True, user=None):
         else:
             task_cwd = "$TASK_WORKDIR"
 
-    image_task_id = task_def["payload"]["image"]["taskId"]
+    image_task_id = task_def["payload"]["image"]["taskId"]  # type: ignore
     image_tag = load_image_by_task_id(image_task_id)
 
     # Set some env vars the worker would normally set.
     env = {
         "RUN_ID": "0",
-        "TASK_GROUP_ID": task_def.get("taskGroupId", ""),
+        "TASK_GROUP_ID": task_def.get("taskGroupId", ""),  # type: ignore
         "TASK_ID": task_id,
         "TASKCLUSTER_ROOT_URL": get_root_url(False),
     }
     # Add the task's environment variables.
-    env.update(task_def["payload"].get("env", {}))
+    env.update(task_def["payload"].get("env", {}))  # type: ignore
 
     envfile = None
     initfile = None
diff --git a/src/taskgraph/optimize/strategies.py b/src/taskgraph/optimize/strategies.py
index 5d03ae603..21c54c44f 100644
--- a/src/taskgraph/optimize/strategies.py
+++ b/src/taskgraph/optimize/strategies.py
@@ -48,14 +48,15 @@ def should_replace_task(self, task, params, deadline, arg):
                     status = status_task(task_id)
                 # status can be `None` if we're in `testing` mode
                 # (e.g. test-action-callback)
-                if not status or status.get("state") in ("exception", "failed"):
+                if not status or status.get("state") in ("exception", "failed"):  # type: ignore
                     logger.debug(
                         f"not replacing {task.label} with {task_id} because it is in failed or exception state"
                     )
                     continue
 
                 if deadline and datetime.strptime(
-                    status["expires"], self.fmt
+                    status["expires"],
+                    self.fmt,  # type: ignore
                 ) < datetime.strptime(deadline, self.fmt):
                     logger.debug(
                         f"not replacing {task.label} with {task_id} because it expires before {deadline}"
diff --git a/src/taskgraph/util/taskcluster.py b/src/taskgraph/util/taskcluster.py
index 3e89f66df..86fa58a9d 100644
--- a/src/taskgraph/util/taskcluster.py
+++ b/src/taskgraph/util/taskcluster.py
@@ -235,7 +235,6 @@ def list_artifacts(task_id, use_proxy=False):
     task = queue.task(task_id)
     if task:
         return task["artifacts"]
-    raise KeyError(f"task {task_id} not found")
 
 
 def get_artifact_prefix(task):
@@ -261,9 +260,7 @@ def get_index_url(index_path, use_proxy=False, multiple=False):
 def find_task_id(index_path, use_proxy=False):
     index = get_taskcluster_index()
     task = index.findTask(index_path)
-    if not task:
-        raise KeyError(f"index path {index_path} not found")
-    else:
+    if task:
         return task["taskId"]
 
 
@@ -461,7 +458,7 @@ def get_current_scopes():
     proxy enabled, where it returns the actual scopes accorded to the task."""
     auth = get_taskcluster_auth()
     resp = auth.currentScopes()
-    return resp.get("scopes", []) if resp else []
+    return resp and resp.get("scopes") or []
 
 
 def get_purge_cache_url(provisioner_id, worker_type, use_proxy=False):
@@ -522,8 +519,6 @@ def _get_deps(task_ids, use_proxy):
     upstream_tasks = {}
     for task_id in task_ids:
         task_def = get_task_definition(task_id, use_proxy)
-        if not task_def:
-            continue
 
         if isinstance(task_def, dict):
             metadata = task_def.get("metadata", {})

From ce596155a80fccbbb3bcc368b52224070d65b84d Mon Sep 17 00:00:00 2001
From: abhishekmadan30 <amadan@mozilla.com>
Date: Mon, 18 Aug 2025 14:20:16 -0400
Subject: [PATCH 3/7] Revert "fix: replaced taskcluster rest api calls with
 package"

This reverts commit cfb77a0df961cd00301e138006f9e53fe3eb6b0a.
---
 src/taskgraph/actions/retrigger.py   | 10 ++--------
 src/taskgraph/actions/util.py        | 18 ++++++++++++------
 src/taskgraph/docker.py              | 10 +++++-----
 src/taskgraph/optimize/strategies.py |  5 ++---
 src/taskgraph/util/taskcluster.py    |  9 +++++++--
 5 files changed, 28 insertions(+), 24 deletions(-)

diff --git a/src/taskgraph/actions/retrigger.py b/src/taskgraph/actions/retrigger.py
index 9b22d84ad..a9f9cfc88 100644
--- a/src/taskgraph/actions/retrigger.py
+++ b/src/taskgraph/actions/retrigger.py
@@ -65,8 +65,6 @@ def retrigger_decision_action(parameters, graph_config, input, task_group_id, ta
     # make all of the timestamps relative; they will then be turned back into
     # absolute timestamps relative to the current time.
     task = taskcluster.get_task_definition(task_id)
-    if not task:
-        raise KeyError(f"Task {task_id} not found")
     task = relativize_datestamps(task)
     create_task_from_def(
         slugid(), task, parameters["level"], graph_config["trust-domain"]
@@ -149,9 +147,7 @@ def retrigger_action(parameters, graph_config, input, task_group_id, task_id):
     )
 
     task = taskcluster.get_task_definition(task_id)
-    if not task:
-        raise KeyError(f"Task {task_id} not found")
-    label = task["metadata"]["name"]  # type: ignore
+    label = task["metadata"]["name"]
 
     with_downstream = " "
     to_run = [label]
@@ -202,13 +198,11 @@ def retrigger_action(parameters, graph_config, input, task_group_id, task_id):
 )
 def rerun_action(parameters, graph_config, input, task_group_id, task_id):
     task = taskcluster.get_task_definition(task_id)
-    if not task:
-        raise KeyError(f"Task {task_id} not found")
     parameters = dict(parameters)
     decision_task_id, full_task_graph, label_to_taskid = fetch_graph_and_labels(
         parameters, graph_config, task_group_id=task_group_id
     )
-    label = task["metadata"]["name"]  # type: ignore
+    label = task["metadata"]["name"]
     if label_to_taskid and task_id not in label_to_taskid.values():
         logger.error(
             f"Refusing to rerun {label}: taskId {task_id} not in decision task {decision_task_id} label_to_taskid!"
diff --git a/src/taskgraph/actions/util.py b/src/taskgraph/actions/util.py
index 478f6bf27..253896314 100644
--- a/src/taskgraph/actions/util.py
+++ b/src/taskgraph/actions/util.py
@@ -10,6 +10,8 @@
 from concurrent import futures
 from functools import reduce
 
+from requests.exceptions import HTTPError
+
 from taskgraph import create
 from taskgraph.decision import read_artifact, rename_artifact, write_artifact
 from taskgraph.optimize.base import optimize_task_graph
@@ -54,10 +56,12 @@ def fetch_graph_and_labels(parameters, graph_config, task_group_id=None):
         # for old ones
         def fetch_action(task_id):
             logger.info(f"fetching label-to-taskid.json for action task {task_id}")
-            run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
-            if run_label_to_id and label_to_taskid:
+            try:
+                run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
                 label_to_taskid.update(run_label_to_id)
-            else:
+            except HTTPError as e:
+                if e.response.status_code != 404:
+                    raise
                 logger.debug(f"No label-to-taskid.json found for {task_id}: {e}")
 
         # for backwards compatibility, look up actions via pushlog-id
@@ -78,10 +82,12 @@ def fetch_action(task_id):
         # Similarly for cron tasks..
         def fetch_cron(task_id):
             logger.info(f"fetching label-to-taskid.json for cron task {task_id}")
-            run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
-            if run_label_to_id and label_to_taskid:
+            try:
+                run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
                 label_to_taskid.update(run_label_to_id)
-            else:
+            except HTTPError as e:
+                if e.response.status_code != 404:
+                    raise
                 logger.debug(f"No label-to-taskid.json found for {task_id}: {e}")
 
         namespace = "{}.v2.{}.revision.{}.cron".format(
diff --git a/src/taskgraph/docker.py b/src/taskgraph/docker.py
index 745b8c8ca..e1f67fba2 100644
--- a/src/taskgraph/docker.py
+++ b/src/taskgraph/docker.py
@@ -270,12 +270,12 @@ def load_task(task_id, remove=True, user=None):
     task_def = get_task_definition(task_id)
 
     if (
-        impl := task_def.get("tags", {}).get("worker-implementation")  # type: ignore
+        impl := task_def.get("tags", {}).get("worker-implementation")
     ) != "docker-worker":
         print(f"Tasks with worker-implementation '{impl}' are not supported!")
         return 1
 
-    command = task_def["payload"].get("command")  # type: ignore
+    command = task_def["payload"].get("command")
     if not command or not command[0].endswith("run-task"):
         print("Only tasks using `run-task` are supported!")
         return 1
@@ -308,18 +308,18 @@ def load_task(task_id, remove=True, user=None):
         else:
             task_cwd = "$TASK_WORKDIR"
 
-    image_task_id = task_def["payload"]["image"]["taskId"]  # type: ignore
+    image_task_id = task_def["payload"]["image"]["taskId"]
     image_tag = load_image_by_task_id(image_task_id)
 
     # Set some env vars the worker would normally set.
     env = {
         "RUN_ID": "0",
-        "TASK_GROUP_ID": task_def.get("taskGroupId", ""),  # type: ignore
+        "TASK_GROUP_ID": task_def.get("taskGroupId", ""),
         "TASK_ID": task_id,
         "TASKCLUSTER_ROOT_URL": get_root_url(False),
     }
     # Add the task's environment variables.
-    env.update(task_def["payload"].get("env", {}))  # type: ignore
+    env.update(task_def["payload"].get("env", {}))
 
     envfile = None
     initfile = None
diff --git a/src/taskgraph/optimize/strategies.py b/src/taskgraph/optimize/strategies.py
index 21c54c44f..5d03ae603 100644
--- a/src/taskgraph/optimize/strategies.py
+++ b/src/taskgraph/optimize/strategies.py
@@ -48,15 +48,14 @@ def should_replace_task(self, task, params, deadline, arg):
                     status = status_task(task_id)
                 # status can be `None` if we're in `testing` mode
                 # (e.g. test-action-callback)
-                if not status or status.get("state") in ("exception", "failed"):  # type: ignore
+                if not status or status.get("state") in ("exception", "failed"):
                     logger.debug(
                         f"not replacing {task.label} with {task_id} because it is in failed or exception state"
                     )
                     continue
 
                 if deadline and datetime.strptime(
-                    status["expires"],
-                    self.fmt,  # type: ignore
+                    status["expires"], self.fmt
                 ) < datetime.strptime(deadline, self.fmt):
                     logger.debug(
                         f"not replacing {task.label} with {task_id} because it expires before {deadline}"
diff --git a/src/taskgraph/util/taskcluster.py b/src/taskgraph/util/taskcluster.py
index 86fa58a9d..3e89f66df 100644
--- a/src/taskgraph/util/taskcluster.py
+++ b/src/taskgraph/util/taskcluster.py
@@ -235,6 +235,7 @@ def list_artifacts(task_id, use_proxy=False):
     task = queue.task(task_id)
     if task:
         return task["artifacts"]
+    raise KeyError(f"task {task_id} not found")
 
 
 def get_artifact_prefix(task):
@@ -260,7 +261,9 @@ def get_index_url(index_path, use_proxy=False, multiple=False):
 def find_task_id(index_path, use_proxy=False):
     index = get_taskcluster_index()
     task = index.findTask(index_path)
-    if task:
+    if not task:
+        raise KeyError(f"index path {index_path} not found")
+    else:
         return task["taskId"]
 
 
@@ -458,7 +461,7 @@ def get_current_scopes():
     proxy enabled, where it returns the actual scopes accorded to the task."""
     auth = get_taskcluster_auth()
     resp = auth.currentScopes()
-    return resp and resp.get("scopes") or []
+    return resp.get("scopes", []) if resp else []
 
 
 def get_purge_cache_url(provisioner_id, worker_type, use_proxy=False):
@@ -519,6 +522,8 @@ def _get_deps(task_ids, use_proxy):
     upstream_tasks = {}
     for task_id in task_ids:
         task_def = get_task_definition(task_id, use_proxy)
+        if not task_def:
+            continue
 
         if isinstance(task_def, dict):
             metadata = task_def.get("metadata", {})

From 384afee759351f22ab9e0a43ac066f3fa5f3b6d9 Mon Sep 17 00:00:00 2001
From: abhishekmadan30 <amadan@mozilla.com>
Date: Tue, 19 Aug 2025 14:42:11 -0400
Subject: [PATCH 4/7] fix: converted rest api to python package

---
 pyproject.toml                       |    1 +
 src/taskgraph/actions/retrigger.py   |   12 +-
 src/taskgraph/actions/util.py        |   10 +-
 src/taskgraph/create.py              |   21 +-
 src/taskgraph/docker.py              |   10 +-
 src/taskgraph/optimize/strategies.py |    5 +-
 src/taskgraph/util/taskcluster.py    |  244 +++--
 src/taskgraph/util/taskgraph.py      |   15 +-
 test/test_optimize_strategies.py     |   41 +-
 test/test_util_taskcluster.py        |  572 ++++++------
 uv.lock                              | 1230 +++++++++++++++++++++++++-
 11 files changed, 1657 insertions(+), 504 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 665c1c9d2..a827d6692 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,6 +29,7 @@ dependencies = [
   "redo>=2.0",
   "requests>=2.25",
   "slugid>=2.0",
+  "taskcluster>=55.0",
   "taskcluster-urls>=11.0",
   "voluptuous>=0.12.1",
 ]
diff --git a/src/taskgraph/actions/retrigger.py b/src/taskgraph/actions/retrigger.py
index 88be790db..3292e1c4b 100644
--- a/src/taskgraph/actions/retrigger.py
+++ b/src/taskgraph/actions/retrigger.py
@@ -147,7 +147,7 @@ def retrigger_action(parameters, graph_config, input, task_group_id, task_id):
     )
 
     task = taskcluster.get_task_definition(task_id)
-    label = task["metadata"]["name"]
+    label = task["metadata"]["name"]  # type: ignore
 
     with_downstream = " "
     to_run = [label]
@@ -163,7 +163,8 @@ def retrigger_action(parameters, graph_config, input, task_group_id, task_id):
         to_run = full_task_graph.graph.transitive_closure(
             set(to_run), reverse=True
         ).nodes
-        to_run = to_run & set(label_to_taskid.keys())
+        if label_to_taskid:
+            to_run = to_run & set(label_to_taskid.keys())
         with_downstream = " (with downstream) "
 
     times = input.get("times", 1)
@@ -201,8 +202,8 @@ def rerun_action(parameters, graph_config, input, task_group_id, task_id):
     decision_task_id, full_task_graph, label_to_taskid = fetch_graph_and_labels(
         parameters, graph_config, task_group_id=task_group_id
     )
-    label = task["metadata"]["name"]
-    if task_id not in label_to_taskid.values():
+    label = task["metadata"]["name"]  # type: ignore
+    if label_to_taskid and task_id not in label_to_taskid.values():
         logger.error(
             f"Refusing to rerun {label}: taskId {task_id} not in decision task {decision_task_id} label_to_taskid!"
         )
@@ -276,7 +277,8 @@ def retrigger_multiple(parameters, graph_config, input, task_group_id, task_id):
             # In practice, this shouldn't matter, as only completed tasks
             # are pulled in from other pushes and treeherder won't pass
             # those labels.
-            _rerun_task(label_to_taskid[label], label)
+            if label_to_taskid and label in label_to_taskid:
+                _rerun_task(label_to_taskid[label], label)
 
         for j in range(times):
             suffix = f"{i}-{j}"
diff --git a/src/taskgraph/actions/util.py b/src/taskgraph/actions/util.py
index 253896314..9d4979129 100644
--- a/src/taskgraph/actions/util.py
+++ b/src/taskgraph/actions/util.py
@@ -56,12 +56,10 @@ def fetch_graph_and_labels(parameters, graph_config, task_group_id=None):
         # for old ones
         def fetch_action(task_id):
             logger.info(f"fetching label-to-taskid.json for action task {task_id}")
-            try:
-                run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
+            run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
+            if label_to_taskid and run_label_to_id:
                 label_to_taskid.update(run_label_to_id)
-            except HTTPError as e:
-                if e.response.status_code != 404:
-                    raise
+            else:
                 logger.debug(f"No label-to-taskid.json found for {task_id}: {e}")
 
         # for backwards compatibility, look up actions via pushlog-id
@@ -84,7 +82,7 @@ def fetch_cron(task_id):
             logger.info(f"fetching label-to-taskid.json for cron task {task_id}")
             try:
                 run_label_to_id = get_artifact(task_id, "public/label-to-taskid.json")
-                label_to_taskid.update(run_label_to_id)
+                label_to_taskid.update(run_label_to_id)  # type: ignore
             except HTTPError as e:
                 if e.response.status_code != 404:
                     raise
diff --git a/src/taskgraph/create.py b/src/taskgraph/create.py
index ced95d1ed..ca876a809 100644
--- a/src/taskgraph/create.py
+++ b/src/taskgraph/create.py
@@ -4,7 +4,6 @@
 
 
 import logging
-import os
 import sys
 from concurrent import futures
 
@@ -12,7 +11,7 @@
 
 from taskgraph.util import json
 from taskgraph.util.parameterization import resolve_timestamps
-from taskgraph.util.taskcluster import CONCURRENCY, get_session
+from taskgraph.util.taskcluster import CONCURRENCY, get_session, get_taskcluster_client
 from taskgraph.util.time import current_json_time
 
 logger = logging.getLogger(__name__)
@@ -104,9 +103,6 @@ def submit(task_id, label, task_def):
 
 
 def create_task(session, task_id, label, task_def):
-    # create the task using 'http://taskcluster/queue', which is proxied to the queue service
-    # with credentials appropriate to this task.
-
     # Resolve timestamps
     now = current_json_time(datetime_format=True)
     task_def = resolve_timestamps(now, task_def)
@@ -123,16 +119,5 @@ def create_task(session, task_id, label, task_def):
         return
 
     logger.info(f"Creating task with taskId {task_id} for {label}")
-    proxy_url = os.environ.get("TASKCLUSTER_PROXY_URL", "http://taskcluster").rstrip(
-        "/"
-    )
-    res = session.put(
-        f"{proxy_url}/queue/v1/task/{task_id}",
-        json=task_def,
-    )
-    if res.status_code != 200:
-        try:
-            logger.error(res.json()["message"])
-        except Exception:
-            logger.error(res.text)
-        res.raise_for_status()
+    queue = get_taskcluster_client("queue")
+    queue.createTask(task_id, task_def)
diff --git a/src/taskgraph/docker.py b/src/taskgraph/docker.py
index e1f67fba2..745b8c8ca 100644
--- a/src/taskgraph/docker.py
+++ b/src/taskgraph/docker.py
@@ -270,12 +270,12 @@ def load_task(task_id, remove=True, user=None):
     task_def = get_task_definition(task_id)
 
     if (
-        impl := task_def.get("tags", {}).get("worker-implementation")
+        impl := task_def.get("tags", {}).get("worker-implementation")  # type: ignore
     ) != "docker-worker":
         print(f"Tasks with worker-implementation '{impl}' are not supported!")
         return 1
 
-    command = task_def["payload"].get("command")
+    command = task_def["payload"].get("command")  # type: ignore
     if not command or not command[0].endswith("run-task"):
         print("Only tasks using `run-task` are supported!")
         return 1
@@ -308,18 +308,18 @@ def load_task(task_id, remove=True, user=None):
         else:
             task_cwd = "$TASK_WORKDIR"
 
-    image_task_id = task_def["payload"]["image"]["taskId"]
+    image_task_id = task_def["payload"]["image"]["taskId"]  # type: ignore
     image_tag = load_image_by_task_id(image_task_id)
 
     # Set some env vars the worker would normally set.
     env = {
         "RUN_ID": "0",
-        "TASK_GROUP_ID": task_def.get("taskGroupId", ""),
+        "TASK_GROUP_ID": task_def.get("taskGroupId", ""),  # type: ignore
         "TASK_ID": task_id,
         "TASKCLUSTER_ROOT_URL": get_root_url(False),
     }
     # Add the task's environment variables.
-    env.update(task_def["payload"].get("env", {}))
+    env.update(task_def["payload"].get("env", {}))  # type: ignore
 
     envfile = None
     initfile = None
diff --git a/src/taskgraph/optimize/strategies.py b/src/taskgraph/optimize/strategies.py
index 5d03ae603..4d11628f6 100644
--- a/src/taskgraph/optimize/strategies.py
+++ b/src/taskgraph/optimize/strategies.py
@@ -48,14 +48,15 @@ def should_replace_task(self, task, params, deadline, arg):
                     status = status_task(task_id)
                 # status can be `None` if we're in `testing` mode
                 # (e.g. test-action-callback)
-                if not status or status.get("state") in ("exception", "failed"):
+                if not status or status.get("state") in ("exception", "failed"):  # type: ignore
                     logger.debug(
                         f"not replacing {task.label} with {task_id} because it is in failed or exception state"
                     )
                     continue
 
                 if deadline and datetime.strptime(
-                    status["expires"], self.fmt
+                    status["expires"],  # type: ignore
+                    self.fmt,
                 ) < datetime.strptime(deadline, self.fmt):
                     logger.debug(
                         f"not replacing {task.label} with {task_id} because it expires before {deadline}"
diff --git a/src/taskgraph/util/taskcluster.py b/src/taskgraph/util/taskcluster.py
index fe275662f..3a2369f97 100644
--- a/src/taskgraph/util/taskcluster.py
+++ b/src/taskgraph/util/taskcluster.py
@@ -14,6 +14,7 @@
 import taskcluster_urls as liburls
 from requests.packages.urllib3.util.retry import Retry  # type: ignore
 
+import taskcluster
 from taskgraph.task import Task
 from taskgraph.util import yaml
 
@@ -75,6 +76,16 @@ def get_root_url(use_proxy):
     return liburls.normalize_root_url(PRODUCTION_TASKCLUSTER_ROOT_URL)
 
 
+@functools.lru_cache(maxsize=None)
+def get_taskcluster_client(service: str):
+    if "TASKCLUSTER_PROXY_URL" in os.environ:
+        options = {"rootUrl": os.environ["TASKCLUSTER_PROXY_URL"]}
+    else:
+        options = taskcluster.optionsFromEnvironment()
+
+    return getattr(taskcluster, service.capitalize())(options)
+
+
 def requests_retry_session(
     retries,
     backoff_factor=0.1,
@@ -164,13 +175,16 @@ def get_artifact(task_id, path, use_proxy=False):
     dict) is returned.
     For other types of content, a file-like object is returned.
     """
-    response = _do_request(get_artifact_url(task_id, path, use_proxy))
-    return _handle_artifact(path, response)
+    queue = get_taskcluster_client("queue")
+    response = queue.getArtifact(task_id, path)
+    return response
 
 
 def list_artifacts(task_id, use_proxy=False):
-    response = _do_request(get_artifact_url(task_id, "", use_proxy).rstrip("/"))
-    return response.json()["artifacts"]
+    queue = get_taskcluster_client("queue")
+    task = queue.task(task_id)
+    if task:
+        return task["artifacts"]
 
 
 def get_artifact_prefix(task):
@@ -194,13 +208,9 @@ def get_index_url(index_path, use_proxy=False, multiple=False):
 
 
 def find_task_id(index_path, use_proxy=False):
-    try:
-        response = _do_request(get_index_url(index_path, use_proxy))
-    except requests.exceptions.HTTPError as e:
-        if e.response.status_code == 404:  # type: ignore
-            raise KeyError(f"index path {index_path} not found")
-        raise
-    return response.json()["taskId"]
+    index = get_taskcluster_client("index")
+    task = index.findTask(index_path)
+    return task["taskId"]  # type: ignore
 
 
 def find_task_id_batched(index_paths, use_proxy=False):
@@ -217,39 +227,25 @@ def find_task_id_batched(index_paths, use_proxy=False):
     See the endpoint here:
         https://docs.taskcluster.net/docs/reference/core/index/api#findTasksAtIndex
     """
-    endpoint = liburls.api(get_root_url(use_proxy), "index", "v1", "tasks/indexes")
-    task_ids = {}
-    continuation_token = None
-
-    while True:
-        response = _do_request(
-            endpoint,
-            session=get_retry_post_session(),
-            json={
-                "indexes": index_paths,
-            },
-            params={"continuationToken": continuation_token},
-        )
+    index = get_taskcluster_client("index")
+    response = index.findTasksAtIndex({"indexes": index_paths})
 
-        response_data = response.json()
-        if not response_data["tasks"]:
-            break
-        response_tasks = response_data["tasks"]
-        if (len(task_ids) + len(response_tasks)) > len(index_paths):
-            # Sanity check
-            raise ValueError("more task ids were returned than were asked for")
-        task_ids.update((t["namespace"], t["taskId"]) for t in response_tasks)
-
-        continuationToken = response_data.get("continuationToken")
-        if continuationToken is None:
-            break
+    if not response or "tasks" not in response:
+        return {}
+
+    task_ids = {}
+    tasks = response.get("tasks", [])
+    for task in tasks:
+        namespace = task.get("namespace")  # type: ignore
+        task_id = task.get("taskId")  # type: ignore
+        if namespace and task_id:
+            task_ids[namespace] = task_id
     return task_ids
 
 
 def get_artifact_from_index(index_path, artifact_path, use_proxy=False):
-    full_path = index_path + "/artifacts/" + artifact_path
-    response = _do_request(get_index_url(full_path, use_proxy))
-    return _handle_artifact(full_path, response)
+    index = get_taskcluster_client("index")
+    return index.findArtifactFromTask(index_path, artifact_path)
 
 
 def list_tasks(index_path, use_proxy=False):
@@ -257,25 +253,31 @@ def list_tasks(index_path, use_proxy=False):
     Returns a list of task_ids where each task_id is indexed under a path
     in the index. Results are sorted by expiration date from oldest to newest.
     """
+    index = get_taskcluster_client("index")
+    response = index.listTasks(index_path, {})
+
+    if not response or "tasks" not in response:
+        return []
+
     results = []
-    data = {}
-    while True:
-        response = _do_request(
-            get_index_url(index_path, use_proxy, multiple=True), json=data
-        )
-        response = response.json()
-        results += response["tasks"]
-        if response.get("continuationToken"):
-            data = {"continuationToken": response.get("continuationToken")}
-        else:
-            break
+    tasks = response.get("tasks", [])
+    for task in tasks:
+        results.append(task)
 
     # We can sort on expires because in the general case
     # all of these tasks should be created with the same expires time so they end up in
     # order from earliest to latest action. If more correctness is needed, consider
     # fetching each task and sorting on the created date.
     results.sort(key=lambda t: parse_time(t["expires"]))
-    return [t["taskId"] for t in results]
+
+    task_ids = []
+    for t in results:
+        if "taskId" in t:
+            task_id = t.get("taskId")
+            if task_id:
+                task_ids.append(task_id)
+
+    return task_ids
 
 
 def parse_time(timestamp):
@@ -290,8 +292,8 @@ def get_task_url(task_id, use_proxy=False):
 
 @functools.lru_cache(maxsize=None)
 def get_task_definition(task_id, use_proxy=False):
-    response = _do_request(get_task_url(task_id, use_proxy))
-    return response.json()
+    queue = get_taskcluster_client("queue")
+    return queue.task(task_id)
 
 
 def cancel_task(task_id, use_proxy=False):
@@ -300,7 +302,8 @@ def cancel_task(task_id, use_proxy=False):
     if testing:
         logger.info(f"Would have cancelled {task_id}.")
     else:
-        _do_request(get_task_url(task_id, use_proxy) + "/cancel", json={})
+        queue = get_taskcluster_client("queue")
+        queue.cancelTask(task_id)
 
 
 def status_task(task_id, use_proxy=False):
@@ -319,9 +322,12 @@ def status_task(task_id, use_proxy=False):
     if testing:
         logger.info(f"Would have gotten status for {task_id}.")
     else:
-        resp = _do_request(get_task_url(task_id, use_proxy) + "/status")
-        status = resp.json().get("status", {})
-        return status
+        queue = get_taskcluster_client("queue")
+        response = queue.status(task_id)
+        if response:
+            return response.get("status", {})
+        else:
+            return {}
 
 
 def status_task_batched(task_ids, use_proxy=False):
@@ -340,31 +346,21 @@ def status_task_batched(task_ids, use_proxy=False):
     if testing:
         logger.info(f"Would have gotten status for {len(task_ids)} tasks.")
         return {}
-    endpoint = liburls.api(get_root_url(use_proxy), "queue", "v1", "tasks/status")
+
+    queue = get_taskcluster_client("queue")
+    response = queue.statuses({"taskIds": task_ids})
+
+    if not response or "statuses" not in response:
+        return {}
+
     statuses = {}
-    continuation_token = None
-
-    while True:
-        response = _do_request(
-            endpoint,
-            session=get_retry_post_session(),
-            json={
-                "taskIds": task_ids,
-            },
-            params={
-                "continuationToken": continuation_token,
-            },
-        )
-        response_data = response.json()
-        if not response_data["statuses"]:
-            break
-        response_tasks = response_data["statuses"]
-        if (len(statuses) + len(response_tasks)) > len(task_ids):
-            raise ValueError("more task statuses were returned than were asked for")
-        statuses.update((t["taskId"], t["status"]) for t in response_tasks)
-        continuationToken = response_data.get("continuationToken")
-        if continuationToken is None:
-            break
+    status_list = response.get("statuses", [])
+    for task_status in status_list:
+        task_id = task_status.get("taskId")  # type: ignore
+        status = task_status.get("status")  # type: ignore
+        if task_id and status:
+            statuses[task_id] = status
+
     return statuses
 
 
@@ -395,15 +391,16 @@ def rerun_task(task_id):
     if testing:
         logger.info(f"Would have rerun {task_id}.")
     else:
-        _do_request(get_task_url(task_id, use_proxy=True) + "/rerun", json={})
+        queue = get_taskcluster_client("queue")
+        queue.rerunTask(task_id)
 
 
 def get_current_scopes():
     """Get the current scopes.  This only makes sense in a task with the Taskcluster
     proxy enabled, where it returns the actual scopes accorded to the task."""
-    auth_url = liburls.api(get_root_url(True), "auth", "v1", "scopes/current")
-    resp = _do_request(auth_url)
-    return resp.json().get("scopes", [])
+    auth = get_taskcluster_client("auth")
+    resp = auth.currentScopes()
+    return resp.get("scopes") or [] if resp else []  # type: ignore
 
 
 def get_purge_cache_url(provisioner_id, worker_type, use_proxy=False):
@@ -419,59 +416,60 @@ def purge_cache(provisioner_id, worker_type, cache_name, use_proxy=False):
         logger.info(f"Would have purged {provisioner_id}/{worker_type}/{cache_name}.")
     else:
         logger.info(f"Purging {provisioner_id}/{worker_type}/{cache_name}.")
-        purge_cache_url = get_purge_cache_url(provisioner_id, worker_type, use_proxy)
-        _do_request(purge_cache_url, json={"cacheName": cache_name})
+        purge_cache_client = get_taskcluster_client("purgeCache")
+        purge_cache_client.purgeCache(
+            provisioner_id, worker_type, {"cacheName": cache_name}
+        )
 
 
 def send_email(address, subject, content, link, use_proxy=False):
     """Sends an email using the notify service"""
     logger.info(f"Sending email to {address}.")
-    url = liburls.api(get_root_url(use_proxy), "notify", "v1", "email")
-    _do_request(
-        url,
-        json={
+    notify = get_taskcluster_client("notify")
+    notify.email(
+        {
             "address": address,
             "subject": subject,
             "content": content,
             "link": link,
-        },
+        }
     )
 
 
 def list_task_group_incomplete_tasks(task_group_id):
     """Generate the incomplete tasks in a task group"""
-    params = {}
-    while True:
-        url = liburls.api(
-            get_root_url(False),
-            "queue",
-            "v1",
-            f"task-group/{task_group_id}/list",
-        )
-        resp = _do_request(url, method="get", params=params).json()
-        for task in [t["status"] for t in resp["tasks"]]:
-            if task["state"] in ["running", "pending", "unscheduled"]:
-                yield task["taskId"]
-        if resp.get("continuationToken"):
-            params = {"continuationToken": resp.get("continuationToken")}
-        else:
-            break
+    queue = get_taskcluster_client("queue")
+    response = queue.listTaskGroup(task_group_id)
+
+    if not response or "tasks" not in response:
+        return
+
+    tasks = response.get("tasks", [])
+    for task in tasks:
+        if "status" in task:  # type: ignore
+            status = task["status"]  # type: ignore
+            state = status.get("state")
+            task_id = status.get("taskId")
+            if state in ["running", "pending", "unscheduled"] and task_id:
+                yield task_id
 
 
 @functools.lru_cache(maxsize=None)
 def _get_deps(task_ids, use_proxy):
     upstream_tasks = {}
     for task_id in task_ids:
-        try:
-            task_def = get_task_definition(task_id, use_proxy)
-        except requests.HTTPError as e:
-            if e.response.status_code == 404:
-                continue
-            raise e
+        task_def = get_task_definition(task_id, use_proxy)
+        if not task_def:
+            continue
 
-        upstream_tasks[task_id] = task_def["metadata"]["name"]
+        metadata = task_def.get("metadata", {})  # type: ignore
+        name = metadata.get("name")  # type: ignore
+        if name:
+            upstream_tasks[task_id] = name
 
-        upstream_tasks.update(_get_deps(tuple(task_def["dependencies"]), use_proxy))
+        dependencies = task_def.get("dependencies", [])
+        if dependencies:
+            upstream_tasks.update(_get_deps(tuple(dependencies), use_proxy))
 
     return upstream_tasks
 
@@ -494,16 +492,14 @@ def get_ancestors(
         task_ids = [task_ids]
 
     for task_id in task_ids:
-        try:
-            task_def = get_task_definition(task_id, use_proxy)
-        except requests.HTTPError as e:
+        task_def = get_task_definition(task_id, use_proxy)
+        if not task_def:
             # Task has most likely expired, which means it's no longer a
             # dependency for the purposes of this function.
-            if e.response.status_code == 404:
-                continue
-
-            raise e
+            continue
 
-        upstream_tasks.update(_get_deps(tuple(task_def["dependencies"]), use_proxy))
+        dependencies = task_def.get("dependencies", [])
+        if dependencies:
+            upstream_tasks.update(_get_deps(tuple(dependencies), use_proxy))
 
     return copy.deepcopy(upstream_tasks)
diff --git a/src/taskgraph/util/taskgraph.py b/src/taskgraph/util/taskgraph.py
index 973372bb1..a368f4e11 100644
--- a/src/taskgraph/util/taskgraph.py
+++ b/src/taskgraph/util/taskgraph.py
@@ -43,11 +43,12 @@ def find_existing_tasks_from_previous_kinds(
     existing_tasks = {}
     for previous_graph_id in previous_graph_ids:
         label_to_taskid = get_artifact(previous_graph_id, "public/label-to-taskid.json")
-        kind_labels = {
-            t.label
-            for t in full_task_graph.tasks.values()
-            if t.attributes["kind"] not in rebuild_kinds
-        }
-        for label in set(label_to_taskid.keys()).intersection(kind_labels):
-            existing_tasks[label] = label_to_taskid[label]
+        if label_to_taskid:
+            kind_labels = {
+                t.label
+                for t in full_task_graph.tasks.values()
+                if t.attributes["kind"] not in rebuild_kinds
+            }
+            for label in set(label_to_taskid.keys()).intersection(kind_labels):
+                existing_tasks[label] = label_to_taskid[label]
     return existing_tasks
diff --git a/test/test_optimize_strategies.py b/test/test_optimize_strategies.py
index 922a74ac6..d09c05e93 100644
--- a/test/test_optimize_strategies.py
+++ b/test/test_optimize_strategies.py
@@ -2,7 +2,7 @@
 # http://creativecommons.org/publicdomain/zero/1.0/
 
 import logging
-import os
+import unittest.mock as mock
 from datetime import datetime
 from time import mktime
 
@@ -10,6 +10,7 @@
 from pytest_taskgraph import make_task
 
 from taskgraph.optimize.strategies import IndexSearch, SkipUnlessChanged
+from taskgraph.util import taskcluster as tc
 
 
 @pytest.fixture
@@ -57,29 +58,31 @@ def params():
         ),
     ),
 )
-def test_index_search(caplog, responses, params, state, expires, expected, logs):
+def test_index_search(caplog, monkeypatch, params, state, expires, expected, logs):
     caplog.set_level(logging.DEBUG, "optimization")
     taskid = "abc"
     index_path = "foo.bar.latest"
 
-    responses.add(
-        responses.GET,
-        f"{os.environ['TASKCLUSTER_ROOT_URL']}/api/index/v1/task/{index_path}",
-        json={"taskId": taskid},
-        status=200,
-    )
+    mock_index = mock.MagicMock()
+    mock_queue = mock.MagicMock()
 
-    responses.add(
-        responses.GET,
-        f"{os.environ['TASKCLUSTER_ROOT_URL']}/api/queue/v1/task/{taskid}/status",
-        json={
-            "status": {
-                "state": state,
-                "expires": expires,
-            }
-        },
-        status=200,
-    )
+    mock_index.findTask.return_value = {"taskId": taskid}
+
+    mock_queue.status.return_value = {
+        "status": {
+            "state": state,
+            "expires": expires,
+        }
+    }
+
+    def mock_client(service):
+        if service == "index":
+            return mock_index
+        elif service == "queue":
+            return mock_queue
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
 
     label_to_taskid = {index_path: taskid}
     taskid_to_status = {
diff --git a/test/test_util_taskcluster.py b/test/test_util_taskcluster.py
index 39f604a78..61883ba7a 100644
--- a/test/test_util_taskcluster.py
+++ b/test/test_util_taskcluster.py
@@ -4,12 +4,12 @@
 
 import datetime
 import os
+import unittest.mock as mock
 
 import pytest
 from requests import Session
-from requests.exceptions import HTTPError, RetryError
+from requests.exceptions import HTTPError
 from requests.packages.urllib3.util.retry import Retry
-from responses import matchers
 
 from taskgraph.task import Task
 from taskgraph.util import taskcluster as tc
@@ -130,54 +130,53 @@ def test_get_artifact_url(monkeypatch, use_proxy, expected):
     assert tc.get_artifact_url(task_id, path, use_proxy) == expected
 
 
-def test_get_artifact(responses, root_url):
+def test_get_artifact(monkeypatch):
     tid = 123
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts/artifact.txt",
-        body="foobar",
-    )
+
+    mock_queue = mock.MagicMock()
+
+    def mock_client(service):
+        if service == "queue":
+            return mock_queue
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
+    mock_response_txt = mock.MagicMock()
+    mock_response_txt.read.return_value = b"foobar"
+    mock_queue.getArtifact.return_value = mock_response_txt
+
     raw = tc.get_artifact(tid, "artifact.txt")
     assert raw.read() == b"foobar"
+    mock_queue.getArtifact.assert_called_with(tid, "artifact.txt")
 
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts/artifact.json",
-        body='{"foo": "bar"}',
-    )
-    assert tc.get_artifact(tid, "artifact.json") == {"foo": "bar"}
+    mock_queue.getArtifact.return_value = {"foo": "bar"}
+    result = tc.get_artifact(tid, "artifact.json")
+    assert result == {"foo": "bar"}
 
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts/artifact.yml",
-        body="foo: bar",
-    )
-    assert tc.get_artifact(tid, "artifact.yml") == {"foo": "bar"}
+    expected_result = {"foo": b"\xe2\x81\x83".decode()}
+    mock_queue.getArtifact.return_value = expected_result
+    result = tc.get_artifact(tid, "artifact.yml")
+    assert result == expected_result
 
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts/artifact.yml",
-        body=b"foo: \xe2\x81\x83",
-    )
-    assert tc.get_artifact(tid, "artifact.yml") == {"foo": b"\xe2\x81\x83".decode()}
 
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts/artifact.yml",
-        body=b"foo: \xe2\x81\x83".decode().encode("utf-16"),
-        headers={"Content-Type": "text/yaml; charset=utf-16"},
-    )
-    assert tc.get_artifact(tid, "artifact.yml") == {"foo": b"\xe2\x81\x83".decode()}
+def test_list_artifact(monkeypatch):
+    tid = 123
 
+    mock_queue = mock.MagicMock()
 
-def test_list_artifact(responses, root_url):
-    tid = 123
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/artifacts",
-        json={"artifacts": ["file1.txt", "file2.json"]},
-    )
-    assert tc.list_artifacts(tid) == ["file1.txt", "file2.json"]
+    def mock_client(service):
+        if service == "queue":
+            return mock_queue
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
+    mock_queue.task.return_value = {"artifacts": ["file1.txt", "file2.json"]}
+
+    result = tc.list_artifacts(tid)
+    assert result == ["file1.txt", "file2.json"]
+    mock_queue.task.assert_called_with(tid)
 
 
 def test_get_artifact_path():
@@ -210,61 +209,69 @@ def test_get_index_url(root_url):
     )
 
 
-def test_find_task_id(responses, root_url):
+def test_find_task_id(monkeypatch):
     tid = 123
     index = "foo"
 
-    responses.add(
-        responses.GET, f"{root_url}/api/index/v1/task/{index}", json={"taskId": tid}
-    )
-    assert tc.find_task_id(index) == tid
+    mock_index = mock.MagicMock()
 
-    responses.replace(
-        responses.GET,
-        f"{root_url}/api/index/v1/task/{index}",
-        status=404,
-    )
-    with pytest.raises(KeyError):
-        tc.find_task_id(index)
+    def mock_client(service):
+        if service == "index":
+            return mock_index
+        return mock.MagicMock()
 
-    responses.replace(
-        responses.GET,
-        f"{root_url}/api/index/v1/task/{index}",
-        status=500,
-    )
-    with pytest.raises(RetryError):
-        tc.find_task_id(index)
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
+    mock_index.findTask.return_value = {"taskId": tid}
+    result = tc.find_task_id(index)
+    assert result == tid
+    mock_index.findTask.assert_called_with(index)
 
 
-def test_get_artifact_from_index(responses, root_url):
+def test_get_artifact_from_index(monkeypatch):
     index = "foo"
     path = "file.txt"
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/index/v1/task/{index}/artifacts/{path}",
-        body="foobar",
-    )
-    assert tc.get_artifact_from_index(index, path).read() == b"foobar"
 
+    mock_index = mock.MagicMock()
+
+    def mock_client(service):
+        if service == "index":
+            return mock_index
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
+    mock_response = mock.MagicMock()
+    mock_response.read.return_value = b"foobar"
+    mock_index.findArtifactFromTask.return_value = mock_response
 
-def test_list_tasks(responses, root_url):
+    result = tc.get_artifact_from_index(index, path)
+    assert result.read() == b"foobar"
+    mock_index.findArtifactFromTask.assert_called_with(index, path)
+
+
+def test_list_tasks(monkeypatch):
     index = "foo"
-    responses.add(
-        responses.POST,
-        f"{root_url}/api/index/v1/tasks/{index}",
-        json={
-            "continuationToken": "x",
-            "tasks": [{"taskId": "123", "expires": "2023-02-10T19:07:33.700Z"}],
-        },
-    )
-    responses.add(
-        responses.POST,
-        f"{root_url}/api/index/v1/tasks/{index}",
-        json={
-            "tasks": [{"taskId": "abc", "expires": "2023-02-09T19:07:33.700Z"}],
-        },
-    )
-    assert tc.list_tasks(index) == ["abc", "123"]
+
+    mock_index = mock.MagicMock()
+
+    def mock_client(service):
+        if service == "index":
+            return mock_index
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
+    mock_index.listTasks.return_value = {
+        "tasks": [
+            {"taskId": "123", "expires": "2023-02-10T19:07:33.700Z"},
+            {"taskId": "abc", "expires": "2023-02-09T19:07:33.700Z"},
+        ]
+    }
+
+    result = tc.list_tasks(index)
+    assert result == ["abc", "123"]
+    mock_index.listTasks.assert_called_with(index, {})
 
 
 def test_parse_time():
@@ -277,319 +284,250 @@ def test_get_task_url(root_url):
     assert tc.get_task_url(tid) == f"{root_url}/api/queue/v1/task/{tid}"
 
 
-def test_get_task_definition(responses, root_url):
+def test_get_task_definition(monkeypatch):
     tid = "123"
-    responses.add(
-        responses.GET, f"{root_url}/api/queue/v1/task/{tid}", json={"payload": "blah"}
-    )
-    assert tc.get_task_definition(tid) == {"payload": "blah"}
 
+    mock_queue = mock.MagicMock()
+
+    def mock_client(service):
+        if service == "queue":
+            return mock_queue
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
 
-def test_cancel_task(responses, root_url):
+    mock_queue.task.return_value = {"payload": "blah"}
+    result = tc.get_task_definition(tid)
+    assert result == {"payload": "blah"}
+    mock_queue.task.assert_called_with(tid)
+
+
+def test_cancel_task(monkeypatch):
     tid = "123"
-    url = f"{root_url}/api/queue/v1/task/{tid}/cancel"
-    responses.add(
-        responses.POST,
-        url,
-    )
+
+    mock_queue = mock.MagicMock()
+
+    def mock_client(service):
+        if service == "queue":
+            return mock_queue
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
     tc.cancel_task(tid)
-    responses.assert_call_count(url, 1)
+    mock_queue.cancelTask.assert_called_with(tid)
 
 
-def test_status_task(responses, root_url):
+def test_status_task(monkeypatch):
     tid = "123"
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/status",
-        json={"status": {"state": "running"}},
-    )
-    assert tc.status_task(tid) == {"state": "running"}
 
+    mock_queue = mock.MagicMock()
+
+    def mock_client(service):
+        if service == "queue":
+            return mock_queue
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
+    mock_queue.status.return_value = {"status": {"state": "running"}}
+    result = tc.status_task(tid)
+    assert result == {"state": "running"}
+    mock_queue.status.assert_called_with(tid)
 
-def test_state_task(responses, root_url):
+
+def test_state_task(monkeypatch):
     tid = "123"
-    responses.add(
-        responses.GET,
-        f"{root_url}/api/queue/v1/task/{tid}/status",
-        json={"status": {"state": "running"}},
+
+    monkeypatch.setattr(
+        tc, "status_task", mock.MagicMock(return_value={"state": "running"})
     )
-    assert tc.state_task(tid) == "running"
 
+    result = tc.state_task(tid)
+    assert result == "running"
 
-def test_rerun_task(responses, proxy_root_url):
+
+def test_rerun_task(monkeypatch):
     tid = "123"
-    url = f"{proxy_root_url}/api/queue/v1/task/{tid}/rerun"
-    responses.add(
-        responses.POST,
-        url,
-    )
+
+    mock_queue = mock.MagicMock()
+
+    def mock_client(service):
+        if service == "queue":
+            return mock_queue
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
     tc.rerun_task(tid)
-    responses.assert_call_count(url, 1)
+    mock_queue.rerunTask.assert_called_with(tid)
 
 
-def test_get_current_scopes(responses, proxy_root_url):
-    responses.add(
-        responses.GET,
-        f"{proxy_root_url}/api/auth/v1/scopes/current",
-        json={"scopes": ["foo", "bar"]},
-    )
-    assert tc.get_current_scopes() == ["foo", "bar"]
+def test_get_current_scopes(monkeypatch):
+    mock_auth = mock.MagicMock()
+
+    def mock_client(service):
+        if service == "auth":
+            return mock_auth
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
 
+    mock_auth.currentScopes.return_value = {"scopes": ["foo", "bar"]}
 
-def test_purge_cache(responses, root_url):
+    result = tc.get_current_scopes()
+    assert result == ["foo", "bar"]
+    mock_auth.currentScopes.assert_called_once()
+
+
+def test_purge_cache(monkeypatch):
     provisioner = "hardware"
     worker_type = "mac"
     cache = "cache"
 
-    url = f"{root_url}/api/purge-cache/v1/purge-cache/{provisioner}/{worker_type}"
-    responses.add(
-        responses.POST,
-        url,
-        match=[matchers.json_params_matcher({"cacheName": cache})],
-    )
+    mock_purge_cache = mock.MagicMock()
+
+    def mock_client(service):
+        if service == "purgeCache":
+            return mock_purge_cache
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
     tc.purge_cache(provisioner, worker_type, cache)
-    responses.assert_call_count(url, 1)
+    mock_purge_cache.purgeCache.assert_called_with(
+        provisioner, worker_type, {"cacheName": cache}
+    )
 
 
-def test_send_email(responses, root_url):
+def test_send_email(monkeypatch):
     data = {
         "address": "test@example.org",
         "subject": "Hello",
         "content": "Goodbye",
         "link": "https://example.org",
     }
-    url = f"{root_url}/api/notify/v1/email"
-    responses.add(
-        responses.POST,
-        url,
-        match=[matchers.json_params_matcher(data)],
-    )
+
+    mock_notify = mock.MagicMock()
+
+    def mock_client(service):
+        if service == "notify":
+            return mock_notify
+        return mock.MagicMock()
+
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
     tc.send_email(**data)
-    responses.assert_call_count(url, 1)
+    mock_notify.email.assert_called_with(data)
 
 
-def test_list_task_group_incomplete_tasks(responses, root_url):
+def test_list_task_group_incomplete_tasks(monkeypatch):
     tgid = "123"
 
-    url = f"{root_url}/api/queue/v1/task-group/{tgid}/list"
-    responses.add(
-        responses.GET,
-        url,
-        json={
-            "continuationToken": "x",
-            "tasks": [
-                {"status": {"taskId": "1", "state": "pending"}},
-                {"status": {"taskId": "2", "state": "unscheduled"}},
-            ],
-        },
-    )
-    responses.add(
-        responses.GET,
-        url,
-        json={
-            "tasks": [
-                {"status": {"taskId": "3", "state": "running"}},
-                {"status": {"taskId": "4", "state": "completed"}},
-            ],
-        },
-    )
-    assert list(tc.list_task_group_incomplete_tasks(tgid)) == ["1", "2", "3"]
+    mock_queue = mock.MagicMock()
 
+    def mock_client(service):
+        if service == "queue":
+            return mock_queue
+        return mock.MagicMock()
 
-def test_get_ancestors(responses, root_url):
+    monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
+
+    mock_queue.listTaskGroup.return_value = {
+        "tasks": [
+            {"status": {"taskId": "1", "state": "pending"}},
+            {"status": {"taskId": "2", "state": "unscheduled"}},
+            {"status": {"taskId": "3", "state": "running"}},
+            {"status": {"taskId": "4", "state": "completed"}},
+        ]
+    }
+
+    result = list(tc.list_task_group_incomplete_tasks(tgid))
+    assert result == ["1", "2", "3"]
+    mock_queue.listTaskGroup.assert_called_with(tgid)
+
+
+def test_get_ancestors(monkeypatch):
     tc.get_task_definition.cache_clear()
     tc._get_deps.cache_clear()
-    base_url = f"{root_url}/api/queue/v1/task"
-    responses.add(
-        responses.GET,
-        f"{base_url}/fff",
-        json={
+
+    task_definitions = {
+        "fff": {
             "dependencies": ["eee", "ddd"],
-            "metadata": {
-                "name": "task-fff",
-            },
+            "metadata": {"name": "task-fff"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/eee",
-        json={
+        "eee": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-eee",
-            },
+            "metadata": {"name": "task-eee"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ddd",
-        json={
+        "ddd": {
             "dependencies": ["ccc"],
-            "metadata": {
-                "name": "task-ddd",
-            },
+            "metadata": {"name": "task-ddd"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ccc",
-        json={
+        "ccc": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-ccc",
-            },
+            "metadata": {"name": "task-ccc"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/bbb",
-        json={
+        "bbb": {
             "dependencies": ["aaa"],
-            "metadata": {
-                "name": "task-bbb",
-            },
+            "metadata": {"name": "task-bbb"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/aaa",
-        json={
+        "aaa": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-aaa",
-            },
+            "metadata": {"name": "task-aaa"},
         },
-    )
-
-    got = tc.get_ancestors(["bbb", "fff"])
-    expected = {
-        "aaa": "task-aaa",
-        "ccc": "task-ccc",
-        "ddd": "task-ddd",
-        "eee": "task-eee",
     }
-    assert got == expected, f"got: {got}, expected: {expected}"
 
+    def mock_get_task_definition(task_id, use_proxy=False):
+        return task_definitions.get(task_id)
 
-def test_get_ancestors_404(responses, root_url):
-    """Ensures that get_ancestors functions even if some upstream dependencies
-    are 404s from expired tasks."""
-    tc.get_task_definition.cache_clear()
-    tc._get_deps.cache_clear()
-    base_url = f"{root_url}/api/queue/v1/task"
-    responses.add(
-        responses.GET,
-        f"{base_url}/fff",
-        json={
-            "dependencies": ["eee", "ddd"],
-            "metadata": {
-                "name": "task-fff",
-            },
-        },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/eee",
-        json={
-            "dependencies": [],
-            "metadata": {
-                "name": "task-eee",
-            },
-        },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ddd",
-        json={
-            "dependencies": ["ccc"],
-            "metadata": {
-                "name": "task-ddd",
-            },
-        },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ccc",
-        status=404,
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/bbb",
-        status=404,
-    )
+    monkeypatch.setattr(tc, "get_task_definition", mock_get_task_definition)
 
     got = tc.get_ancestors(["bbb", "fff"])
     expected = {
+        "aaa": "task-aaa",
+        "ccc": "task-ccc",
         "ddd": "task-ddd",
         "eee": "task-eee",
     }
     assert got == expected, f"got: {got}, expected: {expected}"
 
 
-def test_get_ancestors_string(responses, root_url):
+def test_get_ancestors_string(monkeypatch):
     tc.get_task_definition.cache_clear()
     tc._get_deps.cache_clear()
-    base_url = f"{root_url}/api/queue/v1/task"
-    responses.add(
-        responses.GET,
-        f"{base_url}/fff",
-        json={
+
+    task_definitions = {
+        "fff": {
             "dependencies": ["eee", "ddd"],
-            "metadata": {
-                "name": "task-fff",
-            },
+            "metadata": {"name": "task-fff"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/eee",
-        json={
+        "eee": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-eee",
-            },
+            "metadata": {"name": "task-eee"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ddd",
-        json={
+        "ddd": {
             "dependencies": ["ccc", "bbb"],
-            "metadata": {
-                "name": "task-ddd",
-            },
+            "metadata": {"name": "task-ddd"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/ccc",
-        json={
+        "ccc": {
             "dependencies": ["aaa"],
-            "metadata": {
-                "name": "task-ccc",
-            },
+            "metadata": {"name": "task-ccc"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/bbb",
-        json={
+        "bbb": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-bbb",
-            },
+            "metadata": {"name": "task-bbb"},
         },
-    )
-    responses.add(
-        responses.GET,
-        f"{base_url}/aaa",
-        json={
+        "aaa": {
             "dependencies": [],
-            "metadata": {
-                "name": "task-aaa",
-            },
+            "metadata": {"name": "task-aaa"},
         },
-    )
+    }
+
+    def mock_get_task_definition(task_id, use_proxy=False):
+        return task_definitions.get(task_id)
+
+    monkeypatch.setattr(tc, "get_task_definition", mock_get_task_definition)
 
     got = tc.get_ancestors("fff")
     expected = {
diff --git a/uv.lock b/uv.lock
index 7365fd3be..870b5a6c2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 2
 requires-python = ">=3.8"
 resolution-markers = [
     "python_full_version >= '3.11'",
@@ -47,6 +47,283 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8d/3f/95338030883d8c8b91223b4e21744b04d11b161a3ef117295d8241f50ab4/accessible_pygments-0.0.5-py3-none-any.whl", hash = "sha256:88ae3211e68a1d0b011504b2ffc1691feafce124b845bd072ab6f9f66f34d4b7", size = 1395903, upload-time = "2024-05-10T11:23:08.421Z" },
 ]
 
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.4.4"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.9'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/7f/55/e4373e888fdacb15563ef6fa9fa8c8252476ea071e96fb46defac9f18bf2/aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745", size = 21977, upload-time = "2024-11-30T18:44:00.701Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b9/74/fbb6559de3607b3300b9be3cc64e97548d55678e44623db17820dbd20002/aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8", size = 14756, upload-time = "2024-11-30T18:43:39.849Z" },
+]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.11'",
+    "python_full_version == '3.10.*'",
+    "python_full_version == '3.9.*'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload-time = "2025-03-12T01:42:47.083Z" },
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.10.11"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.9'",
+]
+dependencies = [
+    { name = "aiohappyeyeballs", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "aiosignal", version = "1.3.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "async-timeout", marker = "python_full_version < '3.9'" },
+    { name = "attrs", marker = "python_full_version < '3.9'" },
+    { name = "frozenlist", version = "1.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "multidict", version = "6.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "yarl", version = "1.15.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+]
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+    { url = "https://files.pythonhosted.org/packages/8d/43/bbb4ed4c34d5bb62b48bf957f68cd43f736f79059d4f85225ab1ef80f4b9/yarl-1.20.1-cp39-cp39-win32.whl", hash = "sha256:b5f307337819cdfdbb40193cad84978a029f847b0a357fbe49f712063cfc4f06", size = 82293, upload-time = "2025-06-10T00:46:03.763Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/cd/ce185848a7dba68ea69e932674b5c1a42a1852123584bccc5443120f857c/yarl-1.20.1-cp39-cp39-win_amd64.whl", hash = "sha256:eae7bfe2069f9c1c5b05fc7fe5d612e5bbc089a39309904ee8b829e322dcad00", size = 87385, upload-time = "2025-06-10T00:46:05.655Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/2d/2345fce04cfd4bee161bf1e7d9cdc702e3e16109021035dbb24db654a622/yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77", size = 46542, upload-time = "2025-06-10T00:46:07.521Z" },
+]
+
 [[package]]
 name = "zipp"
 version = "3.20.2"

From 2e7e853c1439304cd599102fe7a64723123b7021 Mon Sep 17 00:00:00 2001
From: abhishekmadan30 <amadan@mozilla.com>
Date: Thu, 21 Aug 2025 16:35:44 -0400
Subject: [PATCH 5/7] fix: removed unused functions and use_proxy

---
 src/taskgraph/actions/cancel.py     |  2 +-
 src/taskgraph/actions/cancel_all.py |  2 +-
 src/taskgraph/util/taskcluster.py   | 81 +++++++----------------------
 test/test_util_taskcluster.py       | 36 +------------
 4 files changed, 23 insertions(+), 98 deletions(-)

diff --git a/src/taskgraph/actions/cancel.py b/src/taskgraph/actions/cancel.py
index 3760c3926..7baf0a69d 100644
--- a/src/taskgraph/actions/cancel.py
+++ b/src/taskgraph/actions/cancel.py
@@ -26,7 +26,7 @@ def cancel_action(parameters, graph_config, input, task_group_id, task_id):
     # Note that this is limited by the scopes afforded to generic actions to
     # only cancel tasks with the level-specific schedulerId.
     try:
-        cancel_task(task_id, use_proxy=True)
+        cancel_task(task_id)
     except requests.HTTPError as e:
         if e.response.status_code == 409:
             # A 409 response indicates that this task is past its deadline.  It
diff --git a/src/taskgraph/actions/cancel_all.py b/src/taskgraph/actions/cancel_all.py
index 3ddc20f48..7148f9b1b 100644
--- a/src/taskgraph/actions/cancel_all.py
+++ b/src/taskgraph/actions/cancel_all.py
@@ -35,7 +35,7 @@ def cancel_all_action(parameters, graph_config, input, task_group_id, task_id):
     def do_cancel_task(task_id):
         logger.info(f"Cancelling task {task_id}")
         try:
-            cancel_task(task_id, use_proxy=True)
+            cancel_task(task_id)
         except requests.HTTPError as e:
             if e.response.status_code == 409:
                 # A 409 response indicates that this task is past its deadline.  It
diff --git a/src/taskgraph/util/taskcluster.py b/src/taskgraph/util/taskcluster.py
index 443b19473..01575dc09 100644
--- a/src/taskgraph/util/taskcluster.py
+++ b/src/taskgraph/util/taskcluster.py
@@ -16,7 +16,6 @@
 
 import taskcluster
 from taskgraph.task import Task
-from taskgraph.util import yaml
 
 logger = logging.getLogger(__name__)
 
@@ -126,39 +125,6 @@ def get_session():
     return requests_retry_session(retries=5)
 
 
-@functools.lru_cache(maxsize=None)
-def get_retry_post_session():
-    allowed_methods = set(("POST",)) | Retry.DEFAULT_ALLOWED_METHODS
-    return requests_retry_session(retries=5, allowed_methods=allowed_methods)
-
-
-def _do_request(url, method=None, session=None, **kwargs):
-    if method is None:
-        method = "post" if kwargs else "get"
-    if session is None:
-        session = get_session()
-    if method == "get":
-        kwargs["stream"] = True
-
-    response = getattr(session, method)(url, **kwargs)
-
-    if response.status_code >= 400:
-        # Consume content before raise_for_status, so that the connection can be
-        # reused.
-        response.content
-    response.raise_for_status()
-    return response
-
-
-def _handle_artifact(path, response):
-    if path.endswith(".json"):
-        return response.json()
-    if path.endswith(".yml"):
-        return yaml.load_stream(response.content)
-    response.raw.read = functools.partial(response.raw.read, decode_content=True)
-    return response.raw
-
-
 def get_artifact_url(task_id, path, use_proxy=False):
     artifact_tmpl = liburls.api(
         get_root_url(use_proxy), "queue", "v1", "task/{}/artifacts/{}"
@@ -166,7 +132,7 @@ def get_artifact_url(task_id, path, use_proxy=False):
     return artifact_tmpl.format(task_id, path)
 
 
-def get_artifact(task_id, path, use_proxy=False):
+def get_artifact(task_id, path):
     """
     Returns the artifact with the given path for the given task id.
 
@@ -180,7 +146,7 @@ def get_artifact(task_id, path, use_proxy=False):
     return response
 
 
-def list_artifacts(task_id, use_proxy=False):
+def list_artifacts(task_id):
     queue = get_taskcluster_client("queue")
     task = queue.task(task_id)
     if task:
@@ -207,18 +173,17 @@ def get_index_url(index_path, use_proxy=False, multiple=False):
     return index_tmpl.format("s" if multiple else "", index_path)
 
 
-def find_task_id(index_path, use_proxy=False):
+def find_task_id(index_path):
     index = get_taskcluster_client("index")
     task = index.findTask(index_path)
     return task["taskId"]  # type: ignore
 
 
-def find_task_id_batched(index_paths, use_proxy=False):
+def find_task_id_batched(index_paths):
     """Gets the task id of multiple tasks given their respective index.
 
     Args:
         index_paths (List[str]): A list of task indexes.
-        use_proxy (bool): Whether to use taskcluster-proxy (default: False)
 
     Returns:
         Dict[str, str]: A dictionary object mapping each valid index path
@@ -243,12 +208,12 @@ def find_task_id_batched(index_paths, use_proxy=False):
     return task_ids
 
 
-def get_artifact_from_index(index_path, artifact_path, use_proxy=False):
+def get_artifact_from_index(index_path, artifact_path):
     index = get_taskcluster_client("index")
     return index.findArtifactFromTask(index_path, artifact_path)
 
 
-def list_tasks(index_path, use_proxy=False):
+def list_tasks(index_path):
     """
     Returns a list of task_ids where each task_id is indexed under a path
     in the index. Results are sorted by expiration date from oldest to newest.
@@ -291,12 +256,12 @@ def get_task_url(task_id, use_proxy=False):
 
 
 @functools.lru_cache(maxsize=None)
-def get_task_definition(task_id, use_proxy=False):
+def get_task_definition(task_id):
     queue = get_taskcluster_client("queue")
     return queue.task(task_id)
 
 
-def cancel_task(task_id, use_proxy=False):
+def cancel_task(task_id):
     """Cancels a task given a task_id. In testing mode, just logs that it would
     have cancelled."""
     if testing:
@@ -306,14 +271,13 @@ def cancel_task(task_id, use_proxy=False):
         queue.cancelTask(task_id)
 
 
-def status_task(task_id, use_proxy=False):
+def status_task(task_id):
     """Gets the status of a task given a task_id.
 
     In testing mode, just logs that it would have retrieved status.
 
     Args:
         task_id (str): A task id.
-        use_proxy (bool): Whether to use taskcluster-proxy (default: False)
 
     Returns:
         dict: A dictionary object as defined here:
@@ -330,14 +294,13 @@ def status_task(task_id, use_proxy=False):
             return {}
 
 
-def status_task_batched(task_ids, use_proxy=False):
+def status_task_batched(task_ids):
     """Gets the status of multiple tasks given task_ids.
 
     In testing mode, just logs that it would have retrieved statuses.
 
     Args:
         task_id (List[str]): A list of task ids.
-        use_proxy (bool): Whether to use taskcluster-proxy (default: False)
 
     Returns:
         dict: A dictionary object as defined here:
@@ -364,7 +327,7 @@ def status_task_batched(task_ids, use_proxy=False):
     return statuses
 
 
-def state_task(task_id, use_proxy=False):
+def state_task(task_id):
     """Gets the state of a task given a task_id.
 
     In testing mode, just logs that it would have retrieved state. This is a subset of the
@@ -372,7 +335,6 @@ def state_task(task_id, use_proxy=False):
 
     Args:
         task_id (str): A task id.
-        use_proxy (bool): Whether to use taskcluster-proxy (default: False)
 
     Returns:
         str: The state of the task, one of
@@ -381,7 +343,7 @@ def state_task(task_id, use_proxy=False):
     if testing:
         logger.info(f"Would have gotten state for {task_id}.")
     else:
-        status = status_task(task_id, use_proxy=use_proxy).get("state") or "unknown"  # type: ignore
+        status = status_task(task_id).get("state") or "unknown"  # type: ignore
         return status
 
 
@@ -412,7 +374,7 @@ def get_purge_cache_url(provisioner_id, worker_type, use_proxy=False):
     return url_tmpl.format(provisioner_id, worker_type)
 
 
-def purge_cache(provisioner_id, worker_type, cache_name, use_proxy=False):
+def purge_cache(provisioner_id, worker_type, cache_name):
     """Requests a cache purge from the purge-caches service."""
     if testing:
         logger.info(f"Would have purged {provisioner_id}/{worker_type}/{cache_name}.")
@@ -424,7 +386,7 @@ def purge_cache(provisioner_id, worker_type, cache_name, use_proxy=False):
         )
 
 
-def send_email(address, subject, content, link, use_proxy=False):
+def send_email(address, subject, content, link):
     """Sends an email using the notify service"""
     logger.info(f"Sending email to {address}.")
     notify = get_taskcluster_client("notify")
@@ -457,10 +419,10 @@ def list_task_group_incomplete_tasks(task_group_id):
 
 
 @functools.lru_cache(maxsize=None)
-def _get_deps(task_ids, use_proxy):
+def _get_deps(task_ids):
     upstream_tasks = {}
     for task_id in task_ids:
-        task_def = get_task_definition(task_id, use_proxy)
+        task_def = get_task_definition(task_id)
         if not task_def:
             continue
 
@@ -471,19 +433,16 @@ def _get_deps(task_ids, use_proxy):
 
         dependencies = task_def.get("dependencies", [])
         if dependencies:
-            upstream_tasks.update(_get_deps(tuple(dependencies), use_proxy))
+            upstream_tasks.update(_get_deps(tuple(dependencies)))
 
     return upstream_tasks
 
 
-def get_ancestors(
-    task_ids: Union[List[str], str], use_proxy: bool = False
-) -> Dict[str, str]:
+def get_ancestors(task_ids: Union[List[str], str]) -> Dict[str, str]:
     """Gets the ancestor tasks of the given task_ids as a dictionary of taskid -> label.
 
     Args:
         task_ids (str or [str]): A single task id or a list of task ids to find the ancestors of.
-        use_proxy (bool): See get_root_url.
 
     Returns:
         dict: A dict whose keys are task ids and values are task labels.
@@ -494,7 +453,7 @@ def get_ancestors(
         task_ids = [task_ids]
 
     for task_id in task_ids:
-        task_def = get_task_definition(task_id, use_proxy)
+        task_def = get_task_definition(task_id)
         if not task_def:
             # Task has most likely expired, which means it's no longer a
             # dependency for the purposes of this function.
@@ -502,6 +461,6 @@ def get_ancestors(
 
         dependencies = task_def.get("dependencies", [])
         if dependencies:
-            upstream_tasks.update(_get_deps(tuple(dependencies), use_proxy))
+            upstream_tasks.update(_get_deps(tuple(dependencies)))
 
     return copy.deepcopy(upstream_tasks)
diff --git a/test/test_util_taskcluster.py b/test/test_util_taskcluster.py
index 61883ba7a..1e989a836 100644
--- a/test/test_util_taskcluster.py
+++ b/test/test_util_taskcluster.py
@@ -7,9 +7,6 @@
 import unittest.mock as mock
 
 import pytest
-from requests import Session
-from requests.exceptions import HTTPError
-from requests.packages.urllib3.util.retry import Retry
 
 from taskgraph.task import Task
 from taskgraph.util import taskcluster as tc
@@ -75,37 +72,6 @@ def test_get_root_url(monkeypatch):
         tc.get_root_url(False)
 
 
-def test_get_session():
-    session = tc.get_session()
-    assert isinstance(session, Session)
-    assert list(session.adapters.keys()) == ["https://", "http://"]
-
-    adapter = session.adapters["https://"]
-    assert adapter._pool_connections == tc.CONCURRENCY
-    assert adapter._pool_maxsize == tc.CONCURRENCY
-
-    retry = adapter.max_retries
-    assert isinstance(retry, Retry)
-    assert retry.total == 5
-
-
-def test_do_request(responses):
-    responses.add(responses.GET, "https://example.org", body="method:get")
-    r = tc._do_request("https://example.org")
-    assert r.text == "method:get"
-
-    responses.add(responses.POST, "https://example.org", body="method:post")
-    r = tc._do_request("https://example.org", method="post")
-    assert r.text == "method:post"
-
-    r = tc._do_request("https://example.org", data={"foo": "bar"})
-    assert r.text == "method:post"
-
-    responses.replace(responses.GET, "https://example.org", status=404)
-    with pytest.raises(HTTPError):
-        tc._do_request("https://example.org")
-
-
 @pytest.mark.parametrize(
     "use_proxy,expected",
     (
@@ -478,7 +444,7 @@ def test_get_ancestors(monkeypatch):
         },
     }
 
-    def mock_get_task_definition(task_id, use_proxy=False):
+    def mock_get_task_definition(task_id):
         return task_definitions.get(task_id)
 
     monkeypatch.setattr(tc, "get_task_definition", mock_get_task_definition)

From 9227f3407fc0d2097f18f623d8d95930b59bfe64 Mon Sep 17 00:00:00 2001
From: abhishekmadan30 <amadan@mozilla.com>
Date: Tue, 2 Sep 2025 14:30:07 -0400
Subject: [PATCH 6/7] fix: added handle artifact back

---
 src/taskgraph/util/taskcluster.py | 69 +++++++++++++++++--------------
 test/test_util_taskcluster.py     | 12 ++++--
 2 files changed, 46 insertions(+), 35 deletions(-)

diff --git a/src/taskgraph/util/taskcluster.py b/src/taskgraph/util/taskcluster.py
index 01575dc09..93b8e807b 100644
--- a/src/taskgraph/util/taskcluster.py
+++ b/src/taskgraph/util/taskcluster.py
@@ -16,6 +16,7 @@
 
 import taskcluster
 from taskgraph.task import Task
+from taskgraph.util import yaml
 
 logger = logging.getLogger(__name__)
 
@@ -82,7 +83,18 @@ def get_taskcluster_client(service: str):
     else:
         options = taskcluster.optionsFromEnvironment()
 
-    return getattr(taskcluster, service.capitalize())(options)
+    return getattr(taskcluster, service[0].upper() + service[1:])(options)
+
+
+def _handle_artifact(path, response):
+    if path.endswith(".json"):
+        return response.json()
+
+    if path.endswith(".yml"):
+        return yaml.load_stream(response.content)
+
+    response.raw.read = functools.partial(response.raw.read, decode_content=True)
+    return response.raw
 
 
 def requests_retry_session(
@@ -143,7 +155,7 @@ def get_artifact(task_id, path):
     """
     queue = get_taskcluster_client("queue")
     response = queue.getArtifact(task_id, path)
-    return response
+    return _handle_artifact(path, response)
 
 
 def list_artifacts(task_id):
@@ -198,19 +210,18 @@ def find_task_id_batched(index_paths):
     if not response or "tasks" not in response:
         return {}
 
-    task_ids = {}
     tasks = response.get("tasks", [])
-    for task in tasks:
-        namespace = task.get("namespace")  # type: ignore
-        task_id = task.get("taskId")  # type: ignore
-        if namespace and task_id:
-            task_ids[namespace] = task_id
+    task_ids = {
+        t["namespace"]: t["taskId"] for t in tasks if "namespace" in t and "taskId" in t
+    }
+
     return task_ids
 
 
 def get_artifact_from_index(index_path, artifact_path):
     index = get_taskcluster_client("index")
-    return index.findArtifactFromTask(index_path, artifact_path)
+    response = index.findArtifactFromTask(index_path, artifact_path)
+    return _handle_artifact(index_path, response)
 
 
 def list_tasks(index_path):
@@ -224,23 +235,15 @@ def list_tasks(index_path):
     if not response or "tasks" not in response:
         return []
 
-    results = []
     tasks = response.get("tasks", [])
-    for task in tasks:
-        results.append(task)
 
     # We can sort on expires because in the general case
     # all of these tasks should be created with the same expires time so they end up in
     # order from earliest to latest action. If more correctness is needed, consider
     # fetching each task and sorting on the created date.
-    results.sort(key=lambda t: parse_time(t["expires"]))
+    tasks.sort(key=lambda t: parse_time(t["expires"]))
 
-    task_ids = []
-    for t in results:
-        if "taskId" in t:
-            task_id = t.get("taskId")
-            if task_id:
-                task_ids.append(task_id)
+    task_ids = [t["taskId"] for t in tasks if "taskId" in t]
 
     return task_ids
 
@@ -316,13 +319,12 @@ def status_task_batched(task_ids):
     if not response or "statuses" not in response:
         return {}
 
-    statuses = {}
     status_list = response.get("statuses", [])
-    for task_status in status_list:
-        task_id = task_status.get("taskId")  # type: ignore
-        status = task_status.get("status")  # type: ignore
-        if task_id and status:
-            statuses[task_id] = status
+    statuses = {
+        t["taskId"]: t["status"]
+        for t in status_list
+        if "namespace" in t and "taskId" in t
+    }
 
     return statuses
 
@@ -410,11 +412,12 @@ def list_task_group_incomplete_tasks(task_group_id):
 
     tasks = response.get("tasks", [])
     for task in tasks:
-        if "status" in task:  # type: ignore
-            status = task["status"]  # type: ignore
-            state = status.get("state")
-            task_id = status.get("taskId")
-            if state in ["running", "pending", "unscheduled"] and task_id:
+        if (status := task.get("status")) is not None:  # type: ignore
+            if (task_id := status.get("taskId")) and status.get("state") in [
+                "running",
+                "pending",
+                "unscheduled",
+            ]:
                 yield task_id
 
 
@@ -453,7 +456,11 @@ def get_ancestors(task_ids: Union[List[str], str]) -> Dict[str, str]:
         task_ids = [task_ids]
 
     for task_id in task_ids:
-        task_def = get_task_definition(task_id)
+        try:
+            task_def = get_task_definition(task_id)
+        except Exception as e:
+            raise e
+
         if not task_def:
             # Task has most likely expired, which means it's no longer a
             # dependency for the purposes of this function.
diff --git a/test/test_util_taskcluster.py b/test/test_util_taskcluster.py
index 1e989a836..10aade99e 100644
--- a/test/test_util_taskcluster.py
+++ b/test/test_util_taskcluster.py
@@ -109,19 +109,23 @@ def mock_client(service):
     monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
 
     mock_response_txt = mock.MagicMock()
-    mock_response_txt.read.return_value = b"foobar"
+    mock_response_txt.raw.read.return_value = b"foobar"
     mock_queue.getArtifact.return_value = mock_response_txt
 
     raw = tc.get_artifact(tid, "artifact.txt")
     assert raw.read() == b"foobar"
     mock_queue.getArtifact.assert_called_with(tid, "artifact.txt")
 
-    mock_queue.getArtifact.return_value = {"foo": "bar"}
+    mock_response_json = mock.MagicMock()
+    mock_response_json.json.return_value = {"foo": "bar"}
+    mock_queue.getArtifact.return_value = mock_response_json
     result = tc.get_artifact(tid, "artifact.json")
     assert result == {"foo": "bar"}
 
     expected_result = {"foo": b"\xe2\x81\x83".decode()}
-    mock_queue.getArtifact.return_value = expected_result
+    mock_response_yml = mock.MagicMock()
+    mock_response_yml.content = b'foo: "\xe2\x81\x83"'
+    mock_queue.getArtifact.return_value = mock_response_yml
     result = tc.get_artifact(tid, "artifact.yml")
     assert result == expected_result
 
@@ -208,7 +212,7 @@ def mock_client(service):
     monkeypatch.setattr(tc, "get_taskcluster_client", mock_client)
 
     mock_response = mock.MagicMock()
-    mock_response.read.return_value = b"foobar"
+    mock_response.raw.read.return_value = b"foobar"
     mock_index.findArtifactFromTask.return_value = mock_response
 
     result = tc.get_artifact_from_index(index, path)

From 8025e1bb92ec695934a4de520aaf752754527fc9 Mon Sep 17 00:00:00 2001
From: abhishekmadan30 <amadan@mozilla.com>
Date: Tue, 2 Sep 2025 14:39:31 -0400
Subject: [PATCH 7/7] fix: formatting fix

---
 src/taskgraph/util/taskcluster.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/taskgraph/util/taskcluster.py b/src/taskgraph/util/taskcluster.py
index 8d87889d9..f2c953461 100644
--- a/src/taskgraph/util/taskcluster.py
+++ b/src/taskgraph/util/taskcluster.py
@@ -190,6 +190,7 @@ def find_task_id(index_path):
     task = index.findTask(index_path)
     return task["taskId"]  # type: ignore
 
+
 def find_task_id_batched(index_paths):
     """Gets the task id of multiple tasks given their respective index.