# 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.
"""Utility functions used across Superset"""
import logging
import time
import urllib.request
from collections import namedtuple
from datetime import datetime, timedelta
from email.utils import make_msgid, parseaddr
from urllib.error import URLError # pylint: disable=ungrouped-imports
import croniter
import simplejson as json
from dateutil.tz import tzlocal
from flask import render_template, Response, session, url_for
from flask_babel import gettext as __
from flask_login import login_user
from retry.api import retry_call
from selenium.common.exceptions import WebDriverException
from selenium.webdriver import chrome, firefox
from werkzeug.http import parse_cookie
# Superset framework imports
from superset import app, db, security_manager
from superset.extensions import celery_app
from superset.models.schedules import (
EmailDeliveryType,
get_scheduler_model,
ScheduleType,
SliceEmailReportFormat,
)
from superset.utils.core import get_email_address_list, send_email_smtp
# Globals
config = app.config
logger = logging.getLogger("tasks.email_reports")
logger.setLevel(logging.INFO)
# Time in seconds, we will wait for the page to load and render
PAGE_RENDER_WAIT = 30
EmailContent = namedtuple("EmailContent", ["body", "data", "images"])
def _get_recipients(schedule):
bcc = config["EMAIL_REPORT_BCC_ADDRESS"]
if schedule.deliver_as_group:
to = schedule.recipients
yield (to, bcc)
else:
for to in get_email_address_list(schedule.recipients):
yield (to, bcc)
def _deliver_email(schedule, subject, email):
for (to, bcc) in _get_recipients(schedule):
send_email_smtp(
to,
subject,
email.body,
config,
data=email.data,
images=email.images,
bcc=bcc,
mime_subtype="related",
dryrun=config["SCHEDULED_EMAIL_DEBUG_MODE"],
)
def _generate_mail_content(schedule, screenshot, name, url):
if schedule.delivery_type == EmailDeliveryType.attachment:
images = None
data = {"screenshot.png": screenshot}
body = __(
'Explore in Superset
',
name=name,
url=url,
)
elif schedule.delivery_type == EmailDeliveryType.inline:
# Get the domain from the 'From' address ..
# and make a message id without the < > in the ends
domain = parseaddr(config["SMTP_MAIL_FROM"])[1].split("@")[1]
msgid = make_msgid(domain)[1:-1]
images = {msgid: screenshot}
data = None
body = __(
"""
Explore in Superset
""",
name=name,
url=url,
msgid=msgid,
)
return EmailContent(body, data, images)
def _get_auth_cookies():
# Login with the user specified to get the reports
with app.test_request_context():
user = security_manager.find_user(config["EMAIL_REPORTS_USER"])
login_user(user)
# A mock response object to get the cookie information from
response = Response()
app.session_interface.save_session(app, session, response)
cookies = []
# Set the cookies in the driver
for name, value in response.headers:
if name.lower() == "set-cookie":
cookie = parse_cookie(value)
cookies.append(cookie["session"])
return cookies
def _get_url_path(view, **kwargs):
with app.test_request_context():
return urllib.parse.urljoin(
str(config["WEBDRIVER_BASEURL"]), url_for(view, **kwargs)
)
def create_webdriver():
# Create a webdriver for use in fetching reports
if config["EMAIL_REPORTS_WEBDRIVER"] == "firefox":
driver_class = firefox.webdriver.WebDriver
options = firefox.options.Options()
elif config["EMAIL_REPORTS_WEBDRIVER"] == "chrome":
driver_class = chrome.webdriver.WebDriver
options = chrome.options.Options()
options.add_argument("--headless")
# Prepare args for the webdriver init
kwargs = dict(options=options)
kwargs.update(config["WEBDRIVER_CONFIGURATION"])
# Initialize the driver
driver = driver_class(**kwargs)
# Some webdrivers need an initial hit to the welcome URL
# before we set the cookie
welcome_url = _get_url_path("Superset.welcome")
# Hit the welcome URL and check if we were asked to login
driver.get(welcome_url)
elements = driver.find_elements_by_id("loginbox")
# This indicates that we were not prompted for a login box.
if not elements:
return driver
# Set the cookies in the driver
for cookie in _get_auth_cookies():
info = dict(name="session", value=cookie)
driver.add_cookie(info)
return driver
def destroy_webdriver(driver):
"""
Destroy a driver
"""
# This is some very flaky code in selenium. Hence the retries
# and catch-all exceptions
try:
retry_call(driver.close, tries=2)
except Exception: # pylint: disable=broad-except
pass
try:
driver.quit()
except Exception: # pylint: disable=broad-except
pass
def deliver_dashboard(schedule):
"""
Given a schedule, delivery the dashboard as an email report
"""
dashboard = schedule.dashboard
dashboard_url = _get_url_path("Superset.dashboard", dashboard_id=dashboard.id)
# Create a driver, fetch the page, wait for the page to render
driver = create_webdriver()
window = config["WEBDRIVER_WINDOW"]["dashboard"]
driver.set_window_size(*window)
driver.get(dashboard_url)
time.sleep(PAGE_RENDER_WAIT)
# Set up a function to retry once for the element.
# This is buggy in certain selenium versions with firefox driver
get_element = getattr(driver, "find_element_by_class_name")
element = retry_call(
get_element, fargs=["grid-container"], tries=2, delay=PAGE_RENDER_WAIT
)
try:
screenshot = element.screenshot_as_png
except WebDriverException:
# Some webdrivers do not support screenshots for elements.
# In such cases, take a screenshot of the entire page.
screenshot = driver.screenshot() # pylint: disable=no-member
finally:
destroy_webdriver(driver)
# Generate the email body and attachments
email = _generate_mail_content(
schedule, screenshot, dashboard.dashboard_title, dashboard_url
)
subject = __(
"%(prefix)s %(title)s",
prefix=config["EMAIL_REPORTS_SUBJECT_PREFIX"],
title=dashboard.dashboard_title,
)
_deliver_email(schedule, subject, email)
def _get_slice_data(schedule):
slc = schedule.slice
slice_url = _get_url_path(
"Superset.explore_json", csv="true", form_data=json.dumps({"slice_id": slc.id})
)
# URL to include in the email
url = _get_url_path("Superset.slice", slice_id=slc.id)
cookies = {}
for cookie in _get_auth_cookies():
cookies["session"] = cookie
opener = urllib.request.build_opener()
opener.addheaders.append(("Cookie", f"session={cookies['session']}"))
response = opener.open(slice_url)
if response.getcode() != 200:
raise URLError(response.getcode())
# TODO: Move to the csv module
content = response.read()
rows = [r.split(b",") for r in content.splitlines()]
if schedule.delivery_type == EmailDeliveryType.inline:
data = None
# Parse the csv file and generate HTML
columns = rows.pop(0)
with app.app_context():
body = render_template(
"superset/reports/slice_data.html",
columns=columns,
rows=rows,
name=slc.slice_name,
link=url,
)
elif schedule.delivery_type == EmailDeliveryType.attachment:
data = {__("%(name)s.csv", name=slc.slice_name): content}
body = __(
'Explore in Superset',
name=slc.slice_name,
url=url,
)
return EmailContent(body, data, None)
def _get_slice_visualization(schedule):
slc = schedule.slice
# Create a driver, fetch the page, wait for the page to render
driver = create_webdriver()
window = config["WEBDRIVER_WINDOW"]["slice"]
driver.set_window_size(*window)
slice_url = _get_url_path("Superset.slice", slice_id=slc.id)
driver.get(slice_url)
time.sleep(PAGE_RENDER_WAIT)
# Set up a function to retry once for the element.
# This is buggy in certain selenium versions with firefox driver
element = retry_call(
driver.find_element_by_class_name,
fargs=["chart-container"],
tries=2,
delay=PAGE_RENDER_WAIT,
)
try:
screenshot = element.screenshot_as_png
except WebDriverException:
# Some webdrivers do not support screenshots for elements.
# In such cases, take a screenshot of the entire page.
screenshot = driver.screenshot() # pylint: disable=no-member
finally:
destroy_webdriver(driver)
# Generate the email body and attachments
return _generate_mail_content(schedule, screenshot, slc.slice_name, slice_url)
def deliver_slice(schedule):
"""
Given a schedule, delivery the slice as an email report
"""
if schedule.email_format == SliceEmailReportFormat.data:
email = _get_slice_data(schedule)
elif schedule.email_format == SliceEmailReportFormat.visualization:
email = _get_slice_visualization(schedule)
else:
raise RuntimeError("Unknown email report format")
subject = __(
"%(prefix)s %(title)s",
prefix=config["EMAIL_REPORTS_SUBJECT_PREFIX"],
title=schedule.slice.slice_name,
)
_deliver_email(schedule, subject, email)
@celery_app.task(
name="email_reports.send",
bind=True,
soft_time_limit=config["EMAIL_ASYNC_TIME_LIMIT_SEC"],
)
def schedule_email_report(
task, report_type, schedule_id, recipients=None
): # pylint: disable=unused-argument
model_cls = get_scheduler_model(report_type)
schedule = db.create_scoped_session().query(model_cls).get(schedule_id)
# The user may have disabled the schedule. If so, ignore this
if not schedule or not schedule.active:
logger.info("Ignoring deactivated schedule")
return
# TODO: Detach the schedule object from the db session
if recipients is not None:
schedule.id = schedule_id
schedule.recipients = recipients
if report_type == ScheduleType.dashboard.value:
deliver_dashboard(schedule)
elif report_type == ScheduleType.slice.value:
deliver_slice(schedule)
else:
raise RuntimeError("Unknown report type")
def next_schedules(crontab, start_at, stop_at, resolution=0):
crons = croniter.croniter(crontab, start_at - timedelta(seconds=1))
previous = start_at - timedelta(days=1)
for eta in crons.all_next(datetime):
# Do not cross the time boundary
if eta >= stop_at:
break
if eta < start_at:
continue
# Do not allow very frequent tasks
if eta - previous < timedelta(seconds=resolution):
continue
yield eta
previous = eta
def schedule_window(report_type, start_at, stop_at, resolution):
"""
Find all active schedules and schedule celery tasks for
each of them with a specific ETA (determined by parsing
the cron schedule for the schedule)
"""
model_cls = get_scheduler_model(report_type)
dbsession = db.create_scoped_session()
schedules = dbsession.query(model_cls).filter(model_cls.active.is_(True))
for schedule in schedules:
args = (report_type, schedule.id)
# Schedule the job for the specified time window
for eta in next_schedules(
schedule.crontab, start_at, stop_at, resolution=resolution
):
schedule_email_report.apply_async(args, eta=eta)
@celery_app.task(name="email_reports.schedule_hourly")
def schedule_hourly():
""" Celery beat job meant to be invoked hourly """
if not config["ENABLE_SCHEDULED_EMAIL_REPORTS"]:
logger.info("Scheduled email reports not enabled in config")
return
resolution = config["EMAIL_REPORTS_CRON_RESOLUTION"] * 60
# Get the top of the hour
start_at = datetime.now(tzlocal()).replace(microsecond=0, second=0, minute=0)
stop_at = start_at + timedelta(seconds=3600)
schedule_window(ScheduleType.dashboard.value, start_at, stop_at, resolution)
schedule_window(ScheduleType.slice.value, start_at, stop_at, resolution)