openreplay/api/chalicelib/core/weekly_report.py
Kraiem Taha Yassine 16c70044fb
Chore(release): v1.7.0 (#578)
* change(ui) - redirect to the landing url on SSO login

* fix(ui): fix share popup styles

* change(ui) - non admin user preference restrictions

* fix(ui) - redirect fix

* change(ui) - show installation btn without mouse hover

* feat(api): api-v1 handle wrong projectKey
feat(api): api-v1 get live sessions

* change(ui) - show role edit on hover

* change(ui) - audit trail count with comma

* fix(ui) - audit trail date range custom picker alignment

* change(ui) - show a message when mob file not found

* feat(api): api-v1 fixed search live sessions

* feat(api): api-v1 handle wrong projectKey

* feat(api): fixed assist error response

* fix(tracker): check node scrolls only on start

* fixup! fix(tracker): check node scrolls only on start

* feat(ui/player): scroll view in click map

* feat(ui/player): rm unused check

* New configuration module (#558)

* ci(dbmigrate): Create db migrate when there is change

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(ui): fix login error/button margins

* fix(ui) - checkbox click

* fix(ui) - search rename and save fixes

* change(ui) - text changes

* fix(ui) - button text nowrap

* fix(ui): fix slowestdomains widget height

* change(ui) - ignore clicks while annotating

* change(ui) - if block with braces

* change(ui) - capitalize first letter in breadcrumb

* feat(db): remove errors from permissions
feat(api): remove errors from permissions

* feat(api): changed reset password response

* fix(ui) - assist active tab list, broken after with new api changes (pagination)

* fix(ui) - assist active tab list, broken after with new api changes (pagination)

* change(ui) - search compare

* fix(ui): last fixes for 1.7

* fix(ui): fix timeline

* fix(ui): small code fixes

* fix(ui): remove unused

* feat(frontend/assist): show when client tab is inactive + fix reconnection status update

* fix(ui) - visibility settings

* feat(assist): refactored extractSessionInfo
feat(assist): hardcoded session's attributes

* Added snabbdom (JS)

* fix(tracker): version check works with x.x.x-beta versions

* fix(backend): keep the highest user's timestamp instead of the latest message timestamp for correct session duration value

* feat(backend/s3): added file tag RETENTION (#561)

* change(ui) - search optimization and autocomplete improvements

* feat(backend/assets): added new metrics assets_downloaded

* change(ui) - show back the date range in bookmarks since the api is filtering by daterange

* feat(backend-assets): custom headers for cacher requests

* chore(backend): no tidy in dockerfile (local build speed up)

* feat(backend/assets): added proxy support for cacher module

* feat(backend/storage): set retention env variable as not required

* fix(ui): fix jira issues

* ci(helm): use kubectl for deployment

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(tracker):3.5.13: performance improvements for a case of extensive dom

* fix(backend): added missed err var and continue statement

* ci(helm): forcing namespace

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(api): fixed slowest_domains query

* ci(helm): update helm deployment method

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* change(ui) - filter dropdown colros

* fix(ui) - speed index location avg attribute changed to value

* ci(api): enable kubectl apply

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(ui) - widget y axis label

* feat(api): fixed slowest_domains query

* chore(helm): Adding namespaces to all templates (#565)

* feat(api): assist type-autocomplete

* feat(api): assist global-autocomplete

* feat(sourcemaps): include wasm file in build

* feat(sourcemaps-reader): refactored

* fix(ui): fix data for funnels

* fix(ui): fix all sessions section margin

* fix(ui) - assist loader flag

* fix(ui) - assist loader flag

* fix(ui): fix weird check

* feat(api): autocomplete accept unsupported types

* feat(ui): migrate to yarn v3

* feat(ui): minor fixes for installment

* feat(ui): add typescript plugin to yarn

* chore(helm): Ability to override image registry

* chore(helm): Overriding openreplay docker registry

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(ui): fix control arrows on firefox

* feat(crons): EE crons

* feat(api): fixed build script

* feat(alerts): fixed build script

* feat(crons): fixed build script

* chore(helm): Updating cron version

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(crons): changes

* chore(helm): optional minio ingress

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(crons): fix build script
feat(alerts): fix build script

* Revert "chore(helm): Updating cron version"

This reverts commit 3ca190ea2f.

* feat(crons): fix build script

* feat(crons): fix Dockerfile

* feat(api): fixed metadata change-case

* change(ui) - remove capitalize for the meta value

* change(ui) - autocomplete improvements with custom textfield

* fix(tracker):3.5.13+:reuse metadata on internal-caused restarts

* fix(tracker-assist):3.5.13:send active:true on start; scroll behavior fix

* change(ui) - filters autocomplete blur on pressing Enter key

* fix(tracker): fix node v to lower

* fix(tracker): fix deps

* fix(tracker): fix deps

* fix(ui) - dashboard modal width

* change(ui) - filter dropdown overflow

* chore(helm): clickhouse reclaim polity to retain

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(tracker): fix engine max v

* fix(ui): load metadata in assist tab for sorting

* fix(ui): rm unneeded api call

* fix(tracker): build script to cjs

* change(ui) - removed sample data

* chore(tracker): remove upper node version limit

* Updating Beacon size

Beacon size should be <= QUEUE_MESSAGE_SIZE_LIMIT

* feat(crons): run 24/7
feat(alerts): support env-file override

* feat(api): changed EE env handler

* fix(ui): fix sessions search modal

* change(ui) - margin for error message

* change(ui) - disable assist sort when there are no meta options to choose

* chore(helm): Adding utilities service namespace

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(ui) - dashboard date range selection reload, metric not found message

* change(ui) - disable clearsearch in assist when there are no filters\

* feat(api): fixed EE env handler

* chore(helm): Adding migration namespaces

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(ui) - report logo path

* chore(helm): Removing unnecessary SA

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(api): changed EE env handler

* feat(api): changed EE env handler

* feat(api): changed EE env handler

* feat(api): changed EE env handler

* feat(crons): changed crons

* feat(api): accept wrong metric_id

* feat(crons): changed env handler
feat(api): changed env handler
feat(alerts): changed env handler

* feat(utilities): support old version of nodejs

* feat(crons): changed env handler
feat(api): changed env handler
feat(alerts): changed env handler

* fix(tracker): fix srcset tracking

* chore(build): Adding frontent

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(assist): changed general helper

* feat(assist): changed general helper

* fix(ui): fix widget pagination (#570)

* feat(crons): changed entrypoint

* feat(player): dev-log on skipping message

* fix(tracker): removeNode mutation priority over attributes

* fix(tracker): capture relative img timing;use startsWith instead of substr; codestyle fix

* chore(build): fixing api build script

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* chore(ci): faster deployment

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* change(ui) - assist list show active status

* chore(actions): option to build all/specific services in GH

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(ui) - slowest domain metric data as per the api changes

* ci(helm): updated variable name

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* ci(backend): cherrypick changes to ee

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(backend): disabled pprof in http service

* fix(ui) - TimeToRender avg value as per the API change

* fix(ui) - ResponseTimeDistribution avg value as per the API change

* fix(ui) - MemoryConsumption avg value as per the API change

* fix(ui) - ResponseTime avg value as per the API change

* fix(ui) - DomBuildTime avg value as per the API change

* fix(ui) - FrameRate avg value as per the API change

* chore(helm): proper default tag

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(backend): removed sensitive information from http logs

* ci(backend): adding default parameter value for workflow dispatch

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(backend): deleted empty file

* fix(actions): creating image source file prior

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(helm): variable substitution

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* change(ui) - project list item installation button text change

* fix(ui) - project create validation

* fix(backend): removed unsafe string logs in http service

* chore(kafka): Adding new topic

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(efs-cron): variable name

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(ui) - developer tools - hint links

* fix(ui) - session filters - country and platform dropdown values

* chore(helm): updating version

* chore(kafka): Update kafka default message size while provisioning

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(tracker): fix dependency security

* change(ui) - webhook delete confirmation

* change(ui) - assist url to handle when empty

* feat(api): autocomplete replace console with errors
feat(DB): clean extra files

* chore(helm): Adding cron jobs

* change(ui) - set changed flag to false after the metric delete to avoid prompt

* chore(helm): enbaling cron only for ee

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(api): autocomplete remove console

* change(ui) - removed Console filter type

* fix(ui) - timeline position

* fix(helm): RFC naming

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(ui): let user change project in dashboards and select default dashboard

* chore(helm): update registry url

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(DB): return pages_count to DB

* fix(ui) - account settings opt out checkbox

* fix(ui): fix modal width

* fix(ui) - explore circle bg

* fix(ui) - user name overlap

* fix(ui) - empty dashboards create button

* fix(ui): fix timeline position cursor for safari

* fix(ui) - custom metrics errors modal url reset on close

* fix(ui) - onboarding check for siteId

* change(ui) - tracker version

* Update local_deploy.sh

* fix(ui) - drilldown timestamp

* fix(tracker): fix deps for assist

* fix(tracker): update peerjs library

* fix(tracker): update assist v

* fix(tracker): fix type error

* fix(backend): no missing resource relying on resource zero-timing

* Update tracker to v3.5.15

* chore(helm): Adding CSP override variable.

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(backend): added pem file support for kafka ssl setup

* feat(backend): added useBatch setup for kafka producer

* ci(backend): set verbose logging

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(backend): using setKey instead of direct writes

* ci(backend): fix error code

* ci(deploy): Updating the image registry

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* feat(api): changed get user id alias

* ci(frontent): removing depricated steps

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* ci(fix): variable replace

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* ci(helm): creating image image_override

Signed-off-by: rjshrjndrn <rjshrjndrn@gmail.com>

* fix(ui): fix timezone settings

* Added failover mechanism for storage service (#576)

* fix(ui): fix typescript config to remove array iterator error

* fix(ui): refactor timezone settings store/comp

* feat(snippet): opensource snippet

* feat(assist): support multiple IPs

* fix(ui): fix type errors in select /timezones fix

* feat(backend): set size of first part of sessions at 500kb

* change(ui) - removed logs

* fix(ui) - custom metric errors reset url on modal close

* feat(DB): no funnel migration

* fix(ui): fix screensize bug

* feat(DB): migrate super old funnels support

* changed db-migration workflow

Co-authored-by: Shekar Siri <sshekarsiri@gmail.com>
Co-authored-by: sylenien <nikita@openreplay.com>
Co-authored-by: Alex Kaminskii <alex@openreplay.com>
Co-authored-by: Alexander <zavorotynskiy@pm.me>
Co-authored-by: rjshrjndrn <rjshrjndrn@gmail.com>
Co-authored-by: Mehdi Osman <estradino@users.noreply.github.com>
Co-authored-by: Alexander <alexander@openreplay.com>
Co-authored-by: Rajesh Rajendran <rjshrjndrn@users.noreply.github.com>
Co-authored-by: Delirium <sylenien@gmail.com>
2022-07-07 18:44:43 +02:00

244 lines
14 KiB
Python

from chalicelib.utils import pg_client, helper, email_helper
from chalicelib.utils.TimeUTC import TimeUTC
from chalicelib.utils.helper import get_issue_title
LOWEST_BAR_VALUE = 3
def get_config(user_id):
with pg_client.PostgresClient() as cur:
cur.execute(cur.mogrify("""\
SELECT users.weekly_report
FROM public.users
WHERE users.deleted_at ISNULL AND users.user_id=%(user_id)s
LIMIT 1;""", {"user_id": user_id}))
result = cur.fetchone()
return helper.dict_to_camel_case(result)
def edit_config(user_id, weekly_report):
with pg_client.PostgresClient() as cur:
cur.execute(cur.mogrify("""\
UPDATE public.users
SET weekly_report= %(weekly_report)s
WHERE users.deleted_at ISNULL
AND users.user_id=%(user_id)s
RETURNING weekly_report;""", {"user_id": user_id, "weekly_report": weekly_report}))
result = cur.fetchone()
return helper.dict_to_camel_case(result)
def cron():
if not helper.has_smtp():
print("!!! No SMTP configuration found, ignoring weekly report")
return
with pg_client.PostgresClient(long_query=True) as cur:
params = {"tomorrow": TimeUTC.midnight(delta_days=1),
"3_days_ago": TimeUTC.midnight(delta_days=-3),
"1_week_ago": TimeUTC.midnight(delta_days=-7),
"2_week_ago": TimeUTC.midnight(delta_days=-14),
"5_week_ago": TimeUTC.midnight(delta_days=-35)}
cur.execute(cur.mogrify("""\
SELECT project_id,
name AS project_name,
users.emails AS emails,
TO_CHAR(DATE_TRUNC('day', now()) - INTERVAL '1 week', 'Mon. DDth, YYYY') AS period_start,
TO_CHAR(DATE_TRUNC('day', now()), 'Mon. DDth, YYYY') AS period_end,
COALESCE(week_0_issues.count, 0) AS this_week_issues_count,
COALESCE(week_1_issues.count, 0) AS past_week_issues_count,
COALESCE(month_1_issues.count, 0) AS past_month_issues_count
FROM (SELECT project_id, name FROM public.projects WHERE projects.deleted_at ISNULL) AS projects
INNER JOIN LATERAL (
SELECT sessions.project_id
FROM public.sessions
WHERE sessions.project_id = projects.project_id
AND start_ts >= %(3_days_ago)s
AND start_ts < %(tomorrow)s
LIMIT 1) AS recently_active USING (project_id)
INNER JOIN LATERAL (
SELECT COALESCE(ARRAY_AGG(email), '{}') AS emails
FROM public.users
WHERE users.deleted_at ISNULL
AND users.weekly_report
) AS users ON (TRUE)
LEFT JOIN LATERAL (
SELECT COUNT(1) AS count
FROM events_common.issues
INNER JOIN public.sessions USING (session_id)
WHERE sessions.project_id = projects.project_id
AND issues.timestamp >= %(1_week_ago)s
AND issues.timestamp < %(tomorrow)s
) AS week_0_issues ON (TRUE)
LEFT JOIN LATERAL (
SELECT COUNT(1) AS count
FROM events_common.issues
INNER JOIN public.sessions USING (session_id)
WHERE sessions.project_id = projects.project_id
AND issues.timestamp <= %(1_week_ago)s
AND issues.timestamp >= %(2_week_ago)s
) AS week_1_issues ON (TRUE)
LEFT JOIN LATERAL (
SELECT COUNT(1) AS count
FROM events_common.issues
INNER JOIN public.sessions USING (session_id)
WHERE sessions.project_id = projects.project_id
AND issues.timestamp <= %(1_week_ago)s
AND issues.timestamp >= %(5_week_ago)s
) AS month_1_issues ON (TRUE);"""), params)
projects_data = cur.fetchall()
emails_to_send = []
for p in projects_data:
params["project_id"] = p["project_id"]
print(f"checking {p['project_name']} : {p['project_id']}")
if len(p["emails"]) == 0 \
or p["this_week_issues_count"] + p["past_week_issues_count"] + p["past_month_issues_count"] == 0:
print('ignore')
continue
print("valid")
p["past_week_issues_evolution"] = helper.__decimal_limit(
helper.__progress(p["this_week_issues_count"], p["past_week_issues_count"]), 1)
p["past_month_issues_evolution"] = helper.__decimal_limit(
helper.__progress(p["this_week_issues_count"], p["past_month_issues_count"]), 1)
cur.execute(cur.mogrify("""
SELECT LEFT(TO_CHAR(timestamp_i, 'Dy'),1) AS day_short,
TO_CHAR(timestamp_i, 'Mon. DD, YYYY') AS day_long,
(
SELECT COUNT(*)
FROM events_common.issues INNER JOIN public.issues USING (issue_id)
WHERE project_id = %(project_id)s
AND timestamp >= (EXTRACT(EPOCH FROM timestamp_i) * 1000)::BIGINT
AND timestamp <= (EXTRACT(EPOCH FROM timestamp_i + INTERVAL '1 day') * 1000)::BIGINT
) AS issues_count
FROM generate_series(
DATE_TRUNC('day', now()) - INTERVAL '7 days',
DATE_TRUNC('day', now()) - INTERVAL '1 day',
'1 day'::INTERVAL
) AS timestamp_i
ORDER BY timestamp_i;""", params))
days_partition = cur.fetchall()
max_days_partition = max(x['issues_count'] for x in days_partition)
for d in days_partition:
if max_days_partition <= 0:
d["value"] = LOWEST_BAR_VALUE
else:
d["value"] = d["issues_count"] * 100 / max_days_partition
d["value"] = d["value"] if d["value"] > LOWEST_BAR_VALUE else LOWEST_BAR_VALUE
cur.execute(cur.mogrify("""\
SELECT type, COUNT(*) AS count
FROM events_common.issues INNER JOIN public.issues USING (issue_id)
WHERE project_id = %(project_id)s
AND timestamp >= (EXTRACT(EPOCH FROM DATE_TRUNC('day', now()) - INTERVAL '7 days') * 1000)::BIGINT
GROUP BY type
ORDER BY count DESC, type
LIMIT 4;""", params))
issues_by_type = cur.fetchall()
max_issues_by_type = sum(i["count"] for i in issues_by_type)
for i in issues_by_type:
i["type"] = get_issue_title(i["type"])
if max_issues_by_type <= 0:
i["value"] = LOWEST_BAR_VALUE
else:
i["value"] = i["count"] * 100 / max_issues_by_type
cur.execute(cur.mogrify("""\
SELECT TO_CHAR(timestamp_i, 'Dy') AS day_short,
TO_CHAR(timestamp_i, 'Mon. DD, YYYY') AS day_long,
COALESCE((SELECT JSONB_AGG(sub)
FROM (
SELECT type, COUNT(*) AS count
FROM events_common.issues
INNER JOIN public.issues USING (issue_id)
WHERE project_id = %(project_id)s
AND timestamp >= (EXTRACT(EPOCH FROM timestamp_i) * 1000)::BIGINT
AND timestamp <= (EXTRACT(EPOCH FROM timestamp_i + INTERVAL '1 day') * 1000)::BIGINT
GROUP BY type
ORDER BY count
) AS sub), '[]'::JSONB) AS partition
FROM generate_series(
DATE_TRUNC('day', now()) - INTERVAL '7 days',
DATE_TRUNC('day', now()) - INTERVAL '1 day',
'1 day'::INTERVAL
) AS timestamp_i
GROUP BY timestamp_i
ORDER BY timestamp_i;""", params))
issues_breakdown_by_day = cur.fetchall()
for i in issues_breakdown_by_day:
i["sum"] = sum(x["count"] for x in i["partition"])
for j in i["partition"]:
j["type"] = get_issue_title(j["type"])
max_days_partition = max(i["sum"] for i in issues_breakdown_by_day)
for i in issues_breakdown_by_day:
for j in i["partition"]:
if max_days_partition <= 0:
j["value"] = LOWEST_BAR_VALUE
else:
j["value"] = j["count"] * 100 / max_days_partition
j["value"] = j["value"] if j["value"] > LOWEST_BAR_VALUE else LOWEST_BAR_VALUE
cur.execute(cur.mogrify("""
SELECT type,
COUNT(*) AS issue_count,
COUNT(DISTINCT session_id) AS sessions_count,
(SELECT COUNT(DISTINCT sessions.session_id)
FROM public.sessions
INNER JOIN events_common.issues AS sci USING (session_id)
INNER JOIN public.issues AS si USING (issue_id)
WHERE si.project_id = %(project_id)s
AND sessions.project_id = %(project_id)s
AND sessions.start_ts <= (EXTRACT(EPOCH FROM DATE_TRUNC('day', now()) - INTERVAL '1 week') * 1000)::BIGINT
AND sessions.start_ts >= (EXTRACT(EPOCH FROM DATE_TRUNC('day', now()) - INTERVAL '2 weeks') * 1000)::BIGINT
AND si.type = mi.type
AND sessions.duration IS NOT NULL
) AS last_week_sessions_count,
(SELECT COUNT(DISTINCT sci.session_id)
FROM public.sessions
INNER JOIN events_common.issues AS sci USING (session_id)
INNER JOIN public.issues AS si USING (issue_id)
WHERE si.project_id = %(project_id)s
AND sessions.project_id = %(project_id)s
AND sessions.start_ts <= (EXTRACT(EPOCH FROM DATE_TRUNC('day', now()) - INTERVAL '1 week') * 1000)::BIGINT
AND sessions.start_ts >= (EXTRACT(EPOCH FROM DATE_TRUNC('day', now()) - INTERVAL '5 weeks') * 1000)::BIGINT
AND si.type = mi.type
AND sessions.duration IS NOT NULL
) AS last_month_sessions_count
FROM events_common.issues
INNER JOIN public.issues AS mi USING (issue_id)
INNER JOIN public.sessions USING (session_id)
WHERE mi.project_id = %(project_id)s AND sessions.project_id = %(project_id)s AND sessions.duration IS NOT NULL
AND sessions.start_ts >= (EXTRACT(EPOCH FROM DATE_TRUNC('day', now()) - INTERVAL '1 week') * 1000)::BIGINT
GROUP BY type
ORDER BY issue_count DESC;""", params))
issues_breakdown_list = cur.fetchall()
if len(issues_breakdown_list) > 4:
others = {"type": "Others",
"sessions_count": sum(i["sessions_count"] for i in issues_breakdown_list[4:]),
"issue_count": sum(i["issue_count"] for i in issues_breakdown_list[4:]),
"last_week_sessions_count": sum(
i["last_week_sessions_count"] for i in issues_breakdown_list[4:]),
"last_month_sessions_count": sum(
i["last_month_sessions_count"] for i in issues_breakdown_list[4:])}
issues_breakdown_list = issues_breakdown_list[:4]
issues_breakdown_list.append(others)
for i in issues_breakdown_list:
i["type"] = get_issue_title(i["type"])
i["last_week_sessions_evolution"] = helper.__decimal_limit(
helper.__progress(i["sessions_count"], i["last_week_sessions_count"]), 1)
i["last_month_sessions_evolution"] = helper.__decimal_limit(
helper.__progress(i["sessions_count"], i["last_month_sessions_count"]), 1)
i["sessions_count"] = f'{i["sessions_count"]:,}'
keep_types = [i["type"] for i in issues_breakdown_list]
for i in issues_breakdown_by_day:
keep = []
for j in i["partition"]:
if j["type"] in keep_types:
keep.append(j)
i["partition"] = keep
emails_to_send.append({"email": p.pop("emails"),
"data": {
**p,
"days_partition": days_partition,
"issues_by_type": issues_by_type,
"issues_breakdown_by_day": issues_breakdown_by_day,
"issues_breakdown_list": issues_breakdown_list
}})
print(f">>> Sending weekly report to {len(emails_to_send)} email-group")
for e in emails_to_send:
email_helper.weekly_report2(recipients=e["email"], data=e["data"])