diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/resources/diagnostics/diagnostics_collector.py b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/resources/diagnostics/diagnostics_collector.py
new file mode 100644
index 0000000000000..374f4054b9ed7
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/resources/diagnostics/diagnostics_collector.py
@@ -0,0 +1,317 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from __future__ import print_function
+
+import argparse
+import sys, os
+import subprocess
+from datetime import datetime, timedelta
+from urllib import request, error
+import xml.etree.ElementTree as ET
+import re
+import time
+
+TEMP_DIR = "/tmp"
+HADOOP_CONF_DIR = "/etc/hadoop"
+YARN_SITE_XML = "yarn-site.xml"
+RM_ADDRESS_PROPERTY_NAME = "yarn.resourcemanager.webapp.address"
+
+RM_LOG_REGEX = r"(?<=\")\/logs.+?RESOURCEMANAGER.+?(?=\")"
+NM_LOG_REGEX = r"(?<=\")\/logs.+?NODEMANAGER.+?(?=\")"
+INPUT_TIME_FORMAT = '%a %b %d %H:%M:%S %Z %Y'  # e.g. Wed May 28 07:35:39 UTC 2025
+OUTPUT_TIME_FORMAT = '%Y-%m-%d %H:%M:%S,%f'    # e.g. 2025-05-28 11:57:05,435
+OUTPUT_TIME_FORMAT_WITHOUT_SECOND = '%Y-%m-%d %H:%M'  # e.g. 2025-05-28 11:57
+NUMBER_OF_JSTACK = 3
+
+
+def application_diagnostic():
+    """
+        Application Logs, Application Info, Application Attempts
+        Multiple JStack of Hanging Containers and NodeManager
+        ResourceManager logs during job duration.
+        NodeManager logs from NodeManager where hanging containers of jobs run during the duration of containers.
+    """
+
+    if args.arguments is None or len(args.arguments) == 0:
+        print("Missing application or job id, exiting...")
+        sys.exit(os.EX_USAGE)
+
+    app_id = args.arguments[0]
+
+    output_path = create_output_dir(os.path.join(TEMP_DIR, app_id))
+
+    # Get JStack of the hanging containers
+    nm_address = get_nodemanager_address(app_id)
+    app_jstack = create_request("http://{}/ws/v1/node/apps/{}/jstack".format(nm_address, app_id), False)
+    write_output(output_path, "application_jstack", app_jstack)
+
+    # Get JStack of the hanging NodeManager
+    nm_jstack = create_request("http://{}/ws/v1/node/jstack".format(nm_address), False)
+    write_output(output_path, "nm_{}_jstack".format(nm_address), nm_jstack)
+
+    # Get application info
+    app_info= create_request("http://{}/ws/v1/cluster/apps/{}".format(RM_ADDRESS, app_id))
+    write_output(output_path, "application_info", app_info)
+
+    # Get application attempts
+    app_attempts = create_request("http://{}/ws/v1/cluster/apps/{}/appattempts".format(RM_ADDRESS, app_id))
+    write_output(output_path, "application_attempts", app_attempts)
+
+    # Get start_time and end_time of the application
+    start_time, end_time = get_application_time(app_info)
+
+    # Get RM log
+    log_address = get_node_log_address(RM_ADDRESS, RM_LOG_REGEX)
+    write_output(os.path.join(output_path, "node_log"), "resourcemanager_log",
+                 filter_node_log(log_address, start_time, end_time))
+
+    # Get NodeManager logs in the duration of containers belonging to app_id
+    if "amHostHttpAddress" in app_info:
+        app_info = ET.fromstring(app_info)
+        nm_address = app_info.find("amHostHttpAddress").text
+        log_address = get_node_log_address(nm_address, NM_LOG_REGEX)
+        write_output(os.path.join(output_path, "node_log"), "nodemanager_log", get_container_log(log_address, app_id))
+
+    # Get application log
+    command = run_cmd_and_save_output(os.path.join(output_path, "app_logs"), app_id, "yarn", "logs", "-applicationId",
+                                      app_id)  # TODO user permission?
+
+    command.communicate()
+    return output_path
+
+
+def scheduler_related_issue():
+    """
+        ResourceManager Scheduler Logs with DEBUG enabled for 2 minutes.
+        Multiple Jstack of ResourceManager
+        YARN and Scheduler Configuration
+        Cluster Scheduler API /ws/v1/cluster/scheduler and Cluster Nodes API /ws/v1/cluster/nodes response
+        Scheduler Activities /ws/v1/cluster/scheduler/bulk-activities response
+    """
+    output_path = create_output_dir(os.path.join(TEMP_DIR, "scheduler_related_issue" + str(time.time()).split(".")[0]))
+
+    # Multiple JStack of ResourceManager
+    rm_pids = get_resourcemanager_pid()
+    jstacks_output = get_multiple_jstack(rm_pids)
+    write_output(output_path, "jstacks_resourcemanager", jstacks_output)
+
+    # Get Cluster Scheduler Info
+    scheduler_info = create_request("http://{}/ws/v1/cluster/scheduler".format(RM_ADDRESS))
+    write_output(output_path, "scheduler_info", scheduler_info)
+
+    # Get Cluster Nodes Info
+    nodes_info = create_request("http://{}/ws/v1/cluster/nodes".format(RM_ADDRESS))
+    write_output(output_path, "nodemanager_info", nodes_info)
+
+    # Get Scheduler Activities
+    scheduler_activities = create_request("http://{}/ws/v1/cluster/scheduler/bulk-activities".format(RM_ADDRESS))
+    write_output(output_path, "scheduler_activities", scheduler_activities)
+
+    # Get Scheduler Configuration
+    scheduler_config = create_request("http://{}/ws/v1/cluster/scheduler-conf".format(RM_ADDRESS))
+    write_output(output_path, "scheduler_configuration", scheduler_config)
+
+    # Get YARN configuration yarn-site.xml
+    yarn_conf = run_command("cat", os.path.join(HADOOP_CONF_DIR, YARN_SITE_XML))
+    write_output(output_path, "yarn_site", yarn_conf)
+
+    # Get RM Debug log for the last 2 minutes
+    enable_debug_log = set_rm_scheduler_log_level("DEBUG")
+    print(enable_debug_log)
+    log_address = get_node_log_address(RM_ADDRESS, RM_LOG_REGEX)
+    start_time, end_time = (format_datetime_no_seconds(datetime.now() - timedelta(seconds=120)),
+                            format_datetime_no_seconds(datetime.now()))
+    rm_debug_log = filter_node_log(log_address, start_time, end_time)
+    write_output(output_path, "rm_debug_log_2min", rm_debug_log)
+    enable_info_log = set_rm_scheduler_log_level("INFO")
+    print(enable_info_log)
+
+    return output_path
+
+####################################################### Utils Functions ###############################################
+
+
+def list_issues():
+    print("application_failed:appId", "application_hanging:appId", "scheduler_related_issue",
+          "rm_nm_start_failure:nodeId", sep="\n")
+
+
+def parse_url_from_conf(conf_file, url_property_name):
+    root = ET.parse(os.path.join(HADOOP_CONF_DIR, conf_file))
+    for prop in root.findall("property"):
+        prop_name = prop.find("name").text
+        if prop_name == url_property_name:
+            return prop.find("value").text
+
+    return None
+
+
+def create_output_dir(dir_path):
+    if not os.path.exists(dir_path):
+        os.makedirs(dir_path)
+    return dir_path
+
+
+def write_output(output_path, out_filename, value):
+    output_path = create_output_dir(output_path)
+    with open(os.path.join(output_path, out_filename), 'w') as f:
+        f.write(value)
+
+
+def run_command(*argv):
+    try:
+        cmd = " ".join(arg for arg in argv)
+        print("Running command with arguments:", cmd)
+        response = subprocess.run(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True, check=True)
+        response_str = response.stdout.decode('utf-8')
+    except subprocess.CalledProcessError as e:
+        response_str = "Command failed with error: {}".format(e)
+        print("Unable to run command: ", response_str)
+    except Exception as e:
+        response_str = "Exception occurred: {}".format(e)
+        print("Exception occurred: ", response_str)
+
+    return response_str
+
+
+def run_cmd_and_save_output(output_path, out_filename, *argv):
+    file_path = os.path.join(create_output_dir(output_path), out_filename)
+    with open(file_path, 'w') as f:
+        return subprocess.Popen(argv, stdout=f)
+
+
+def create_request(url, xml_type=True):
+    headers = {}
+    # TODO auth can be handled here
+    if xml_type:
+        headers["Accept"] = "application/xml"
+
+    try:
+        req = request.Request(url, headers=headers)
+        response = request.urlopen(req)
+        response_str = response.read().decode('utf-8')
+    except error.HTTPError as e:
+        response_str = "HTTP error occurred: {} - {}".format(e.code, e.reason)
+        print("Request failed: ", response_str)
+    except Exception as e:
+        response_str = "Unexpected error: {}".format(e)
+        print("Request failed: {}".format(response_str))
+
+    return response_str
+
+
+def get_nodemanager_address(app_id):
+    app_info = create_request("http://{}/ws/v1/cluster/apps/{}".format(RM_ADDRESS, app_id))
+    app_info_xml = ET.fromstring(app_info)
+    return app_info_xml.find("amHostHttpAddress").text
+
+
+def get_node_log_address(node_address, link_regex):
+    try:
+        log_page = create_request("http://{}/logs/".format(node_address), False)
+        matches = re.findall(link_regex, log_page, re.MULTILINE)
+        if not matches:
+            return "Warning: No matching log links found at {}/logs/".format(node_address)
+        return node_address + matches[0]
+    except Exception as e:
+        return "Failed to retrieve node logs address from {}: {}".format(node_address, e)
+
+
+def filter_node_log(node_log_address: str, start_time: str, end_time: str):
+    return run_command("curl", "-s", "http://{}".format(node_log_address), "|", "sed", "-n",
+                       "'/{}/,/{}/p'".format(start_time, end_time))
+
+
+def get_container_log(log_address, id):
+    return run_command("curl", "http://{}".format(log_address), "|", "grep", re.sub(r"^(job|application)", "container", id))
+
+
+def get_application_time(app_info_string):
+    app_element = ET.fromstring(app_info_string)
+    start_time_epoch = int(app_element.find("startedTime").text)
+    finish_time_epoch = int(app_element.find("finishedTime").text)
+
+    start_time_str = datetime.fromtimestamp(start_time_epoch / 1000).strftime(OUTPUT_TIME_FORMAT)[:-4]  # -4, the time conversion is not accurrate
+    finish_time_str = datetime.fromtimestamp(finish_time_epoch / 1000).strftime(OUTPUT_TIME_FORMAT)[:-4]
+
+    return start_time_str, finish_time_str
+
+
+def get_resourcemanager_pid():
+    results = run_command("ps", "aux", "|", "grep", "resourcemanager", "|", "grep", "-v", "grep")
+
+    pids = []
+    for result in results.strip().splitlines():
+        pid = result.split()[1]
+        pids.append(pid)
+
+    return pids
+
+
+def get_multiple_jstack(pids):
+    all_jstacks = []
+
+    for pid in pids:
+        for i in range(NUMBER_OF_JSTACK):  # Get multiple jstack
+            jstack_output = run_command("jstack", pid)
+            all_jstacks.append("--- JStack iteration-{} for PID: {} ---\n{}".format(i, pid, jstack_output))
+
+    return "\n".join(all_jstacks)
+
+
+def set_rm_scheduler_log_level(log_level):
+    return run_command("yarn", "daemonlog", "-setlevel", RM_ADDRESS,
+                       "org.apache.hadoop.yarn.server.resourcemanager.scheduler", log_level)
+
+
+def format_datetime_no_seconds(datetime_obj):
+    return datetime_obj.strftime(OUTPUT_TIME_FORMAT_WITHOUT_SECOND)
+
+
+def main():
+
+    ISSUE_MAP = {
+        "application_diagnostic": application_diagnostic,
+        "scheduler_related_issue": scheduler_related_issue,
+    }
+
+    parser = argparse.ArgumentParser()
+    parser.add_argument("-l", "--list", help="List the available issue types.", action="store_true")
+    parser.add_argument("-c", "--command", choices=list(ISSUE_MAP), help="Initiate the diagnostic information collecton"
+                                                                         "for diagnosing the selected issue type.")
+    parser.add_argument("-a", "--arguments", nargs='*', help="The required arguments for the selected issue type.")
+    global args
+    args = parser.parse_args()
+
+    if not (args.list or args.command):
+        parser.error('No action requested, use --list or --command')
+
+    if args.list:
+        list_issues()
+        sys.exit(os.EX_OK)
+
+    global RM_ADDRESS
+    RM_ADDRESS = parse_url_from_conf(YARN_SITE_XML, RM_ADDRESS_PROPERTY_NAME)
+    if RM_ADDRESS is None:
+        print("RM address can't be found, exiting...")
+        sys.exit(1)
+
+    selected_option = ISSUE_MAP[args.command]
+    print(selected_option())  # print the resulted output path that will be used by the DiagnosticsService.java
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file