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main.py
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main.py
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"""Entry point for Iris."""
import sys
print("Initializing ", file=sys.stderr)
from util.utils import init_logging, sort_dict
# Must init logging before any library code writes logs (which would then just override our config)
init_logging()
import flask
from flask import Response
from google.auth.transport import requests
from google.oauth2 import id_token
from util.gcp.gcp_utils import (
increment_invocation_count,
count_invocations_by_path,
get_project,
current_project_id,
)
from util.gcp.detect_gae import detect_gae
app = flask.Flask(__name__)
if detect_gae():
import google.appengine.api
app.wsgi_app = google.appengine.api.wrap_wsgi_app(app.wsgi_app)
from functools import lru_cache
from typing import Dict, Type, List
import time
cold_start_begin = time.time()
import base64
import json
import logging
import os
from plugin import Plugin, PluginHolder
from util import pubsub_utils, utils, config_utils
from util.gcp import gcp_utils
from util.gcp.gcp_utils import (
detect_gae,
is_appscript_project,
all_projects,
gae_memory_logging,
enable_cloudprofiler,
)
from util.config_utils import (
is_project_enabled,
iris_homepage_text,
)
from util.utils import log_time, timing
ENABLE_PROFILER = False
# Profiler initialization. It starts a daemon thread which continuously collects and uploads profiles.
if detect_gae() and ENABLE_PROFILER:
enable_cloudprofiler()
else:
logging.info("Cloud Profiler not in use")
gcp_utils.set_env()
logging.info("env is %s", sort_dict((os.environ.copy())))
logging.info(
"Configuration is %s", json.dumps(config_utils.get_config()).replace("\n", "")
)
PluginHolder.init()
@app.route("/")
def index():
increment_invocation_count("index")
with gae_memory_logging("index"):
msg = iris_homepage_text()
logging.info(
"index(); invocations of GAE instance : %s", count_invocations_by_path()
)
return Response(msg, mimetype="text/plain", status=200)
@app.route("/_ah/warmup")
def warmup():
increment_invocation_count("warmup")
with gae_memory_logging("warmup"):
logging.info("warmup() called")
return "", 200, {}
@app.route("/label_all_types", methods=["POST"])
@log_time
def label_all_types():
"""labels resources of all types, even if label_all_on_cron=False"""
with gae_memory_logging("label_all_types"):
logging.info("Start label_all_types() invocation")
increment_invocation_count("label_all_types")
__check_pubsub_jwt()
return __label_multiple_resource_types(True)
@app.route("/schedule", methods=["GET"])
@log_time
def schedule():
with gae_memory_logging("schedule"):
logging.info("Start schedule() invocation")
increment_invocation_count("schedule")
# Not validated with JWT because validated with cron header
is_cron = flask.request.headers.get("X-Appengine-Cron")
if not is_cron:
return "Access Denied: No Cron header found", 403
label_all_types = config_utils.label_all_on_cron()
return __label_multiple_resource_types(label_all_types)
def __label_multiple_resource_types(label_all_types: bool=False):
"""
Send out a message per-plugin per-project; each msg labels objects of a given type and project.
:param label_all_types: if False, only label those that are
not labeled on creation (CloudSQL) or those that must be relabeled on cron (Disks),
but if True, label all types regardless;
"""
assert label_all_types is not None
try:
enabled_projects = __get_enabled_projects()
__send_pubsub_per_projectplugin(
enabled_projects, label_all_types=label_all_types
)
# All errors are actually caught, logged and ignored *before* this point,
# since most errors are unrecoverable.
return "OK", 200
except Exception:
logging.exception("In schedule()")
return "Error", 500
@lru_cache(maxsize=1)
def __get_enabled_projects() -> List:
configured_as_enabled = config_utils.enabled_projects()
if configured_as_enabled:
enabled_projs = configured_as_enabled
else:
all_proj = all_projects()
# In some cases, lots of appscript projects would appear.
# so here we filter them out. However, In my testing, we do NOT get appscript projects in the list.
nonappscript_projects = (p for p in all_proj if not is_appscript_project(p))
# The following filtering probably does nothing since the else-clause that
# that we are in is reached only if there are no explicitly enabled projects.
enabled_only = (
p for p in nonappscript_projects if config_utils.is_project_enabled(p)
)
enabled_projs = list(enabled_only)
enabled_projs.sort()
if not enabled_projs:
raise Exception("No projects enabled at all")
return enabled_projs
def __send_pubsub_per_projectplugin(configured_projects: List, label_all_types: bool):
msg_count = 0
for project_id in configured_projects:
for plugin_cls in PluginHolder.plugins:
if (
not plugin_cls.is_labeled_on_creation()
or plugin_cls.relabel_on_cron()
or label_all_types
):
pubsub_utils.publish(
msg=json.dumps(
{"project_id": project_id, "plugin": plugin_cls.__name__}
),
topic_id=pubsub_utils.schedulelabeling_topic(),
)
logging.info(
"Sent do_label message for %s , %s",
project_id,
plugin_cls.__name__,
)
msg_count += 1
logging.info(
"schedule() sent %d messages to label %d projects",
msg_count,
len(configured_projects),
)
@app.route("/label_one", methods=["POST"])
def label_one():
"""Message received from PubSub when the log sink detects a new resource"""
logging.info("label_one called")
increment_invocation_count("label_one")
ok = __check_pubsub_jwt()
if not ok:
return "JWT Failed", 400
with gae_memory_logging("label_one"):
plugins_found = []
data = {}
try:
"""
PubSub push endpoint for messages from the Log Sink
"""
# Performance question: There are multiple log lines for each object-creation, for example,
# one for request and one for response. So, we may be labeling each object multiple times,
# which is a waste of resources.
#
# Or maybe not. Maybe the first PubSub-triggered action fails, because the resource is not initialized, and
# then the second one succeeds; need to check that.
data = __extract_pubsub_content()
method_from_log = data["protoPayload"]["methodName"]
for plugin_cls in PluginHolder.plugins.keys():
method_names = plugin_cls.method_names()
for supported_method in method_names:
if supported_method.lower() in method_from_log.lower():
if plugin_cls.is_labeled_on_creation():
logging.info(
"plugin_cls %s, with method %s",
plugin_cls.__name__,
method_from_log,
)
__label_one_0(data, plugin_cls)
plugins_found.append(
plugin_cls.__name__
) # Append it even if not used due to is_labeled_on_creation False
if not plugins_found:
logging.info(
"(This message does not indicate an error if the plugin is disabled.)"
+ " No plugins found for %s. Enabled plugins are %s",
method_from_log,
config_utils.enabled_plugins(),
)
if len(plugins_found) > 1:
raise Exception(
"Error: Multiple plugins found %s for %s"
% (plugins_found, method_from_log)
)
logging.info("OK for label_one %s", method_from_log)
# All errors are actually caught before this point,
# since most errors are unrecoverable.
return "OK", 200
except Exception:
project_id = data.get("resource", {}).get("labels", {}).get("project_id")
logging.exception("Error on label_one %s %s", plugins_found, project_id)
return "Error", 500
def __check_pubsub_jwt():
try:
# TODO The sample https://github.com/GoogleCloudPlatform/python-docs-samples/blob/ff4c1d55bb5b6995c63383469535604002dc9ba2/appengine/standard_python3/pubsub/main.py#L69
# has the following code. I am not sure why or how the token arg gets there.
# if request.args.get("token", "") != current_app.config["PUBSUB_VERIFICATION_TOKEN"]:
# return "Invalid request", 400
bearer_token = flask.request.headers.get("Authorization")
token = bearer_token.split(" ")[1]
claim = id_token.verify_oauth2_token(token, requests.Request())
# Here is an example claim: { "aud": "https://iris3-dot-myproj.appspot.com/label_one?token=xxxxxxxxx",
# "azp": "1125239305332910191520",
# "email": "[email protected]",
# "email_verified": True, "exp": 1708281691, "iat": 1708278091,
# "iss": "https://accounts.google.com", "sub": "1125239305332910191520"}
if not (is_email_verif := claim.get("email_verified")):
logging.error(f"Email verified was {is_email_verif}")
return False
# logging.info("Claims: " + str(claim))
if (
email := claim.get("email")
) != f"iris-msg-sender@{current_project_id()}.iam.gserviceaccount.com":
logging.error("incorrect email in JWT " + email)
return False
except Exception as e:
logging.exception(f"Invalid JWT token: {e}")
return False
return True
def __label_one_0(data, plugin_cls: Type[Plugin]):
plugin = PluginHolder.get_plugin_instance(plugin_cls)
gcp_object = plugin.get_gcp_object(data)
if gcp_object is not None:
project_id = data["resource"]["labels"]["project_id"]
if is_project_enabled(project_id):
logging.info(
# Bug: the below resource-name is INCORRECT in case of CreateSubscription,
# where the topic name is returned instead.
# However, the following line is only for logging, so no damage.
"Will label_one(): %s ",
data["protoPayload"]["resourceName"],
)
plugin.label_resource(gcp_object, project_id)
plugin.do_batch()
else:
msg = (
f"Skipping label_one({plugin_cls.__name__}) in unsupported "
f"project {project_id}; (Should not get here in current design, since the Sink filter should only include "
f"supported projects; also, schedule() already filters for the enabled projects. "
f"However, if the Sink filter was not updated to match config.yaml, or in local development"
f"if a command is given to label an arbitrary project that is not in config.yaml, this can happen"
)
logging.info(msg)
else:
logging.error(
"Cannot find gcp_object to label. (Sometimes still allows labeling, "
+ "e.g. for BQ datasets where serviceData is missing), based on %s",
utils.shorten(str(data.get("resource")), 300),
)
def __extract_pubsub_content() -> Dict:
"""Take the value at the relevant key in the logging message from PubSub,
Base64-decode, convert to Python dict."""
envelope = flask.request.get_json()
msg = envelope.get("message", {})
logging.info(
"PubSub deliveryAttempt %s; messageId %s, timestamp %s",
envelope.get("deliveryAttempt", "N/A"),
msg.get("messageId", "N/A"),
msg.get("publishTime", "N/A"),
)
if not envelope:
raise FlaskException("Expect JSON, was empty")
data = json.loads(base64.b64decode(envelope["message"]["data"]))
return data
@app.route("/do_label", methods=["POST"])
def do_label():
"""Receives a push message from PubSub, sent from schedule() above,
and labels all objects of a given plugin and project_id.
"""
increment_invocation_count("do_label")
logging.info("do_label called")
ok = __check_pubsub_jwt()
if not ok:
return "JWT Failed", 400
with gae_memory_logging("do_label"):
project_id = "" # set up variables to allow logging in Exception block at end
plugin_class_name = ""
try:
data = __extract_pubsub_content()
plugin_class_name = data["plugin"]
plugin = PluginHolder.get_plugin_instance_by_name(plugin_class_name)
if not plugin:
logging.info(
"No enabled plugins found for %s. Enabled plugins are %s",
plugin_class_name,
config_utils.enabled_plugins(),
)
else:
project_id = data["project_id"]
with timing(f"do_label {plugin_class_name} {project_id}"):
logging.info(
"do_label() for %s in %s",
plugin.__class__.__name__,
project_id,
)
plugin.label_all(project_id)
logging.info(
"Returning OK on do_label %s %s", plugin_class_name, project_id
)
return "OK", 200
except Exception:
# All errors are actually caught, logged (and ignored in a loop, or else thrown) *before* this point
# However, Subscription gets "InternalServerError"" "InactiveRpcError" on occasion
# so retry could be relevant.
logging.exception("Error on do_label %s %s", plugin_class_name, project_id)
return "Error", 500
class FlaskException(Exception):
status_code = 400
def __init__(self, message, status_code=None, payload=None):
Exception.__init__(self)
self.message = message
if status_code is not None:
self.status_code = status_code
self.payload = payload
def to_dict(self):
rv = dict(self.payload or ())
rv["message"] = self.message
return rv
@app.errorhandler(FlaskException)
def handle_invalid_usage(error):
logging.exception("")
response = flask.jsonify(error.to_dict())
response.status_code = error.status_code
return response
logging.info(f"Coldstart took {int((time.time() - cold_start_begin) * 1000)} ms")
if __name__ in ["__main__"]:
# This is used when running locally only. When deploying to Google App
# Engine, a webserver process such as Gunicorn will serve the app. This
# can be configured by adding an `entrypoint` to app.yaml.
port = os.environ.get("PORT", 8000)
logging.info("Running __main__ for main.py, port %s", port)
app.run(host="127.0.0.1", port=port, debug=True)