From 371a4aed2ca9f6926e49f6791c8b4d14292d20e5 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Sat, 13 Apr 2019 17:40:42 +0700
Subject: [PATCH 01/66] Add User.Info.email_notifications

---
 lib/pleroma/user/info.ex                      | 27 +++++++++++++++++++
 .../20190412052952_add_user_info_fields.exs   | 20 ++++++++++++++
 test/user_info_test.exs                       | 24 +++++++++++++++++
 3 files changed, 71 insertions(+)
 create mode 100644 priv/repo/migrations/20190412052952_add_user_info_fields.exs
 create mode 100644 test/user_info_test.exs

diff --git a/lib/pleroma/user/info.ex b/lib/pleroma/user/info.ex
index 5afa7988c..194dd5581 100644
--- a/lib/pleroma/user/info.ex
+++ b/lib/pleroma/user/info.ex
@@ -8,6 +8,8 @@ defmodule Pleroma.User.Info do
 
   alias Pleroma.User.Info
 
+  @type t :: %__MODULE__{}
+
   embedded_schema do
     field(:banner, :map, default: %{})
     field(:background, :map, default: %{})
@@ -40,6 +42,7 @@ defmodule Pleroma.User.Info do
     field(:hide_follows, :boolean, default: false)
     field(:pinned_activities, {:array, :string}, default: [])
     field(:flavour, :string, default: nil)
+    field(:email_notifications, :map, default: %{"digest" => true})
 
     field(:notification_settings, :map,
       default: %{"remote" => true, "local" => true, "followers" => true, "follows" => true}
@@ -75,6 +78,30 @@ def update_notification_settings(info, settings) do
     |> validate_required([:notification_settings])
   end
 
+  @doc """
+  Update email notifications in the given User.Info struct.
+
+  Examples:
+
+      iex> update_email_notifications(%Pleroma.User.Info{email_notifications: %{"digest" => false}}, %{"digest" => true})
+      %Pleroma.User.Info{email_notifications: %{"digest" => true}}
+
+  """
+  @spec update_email_notifications(t(), map()) :: Ecto.Changeset.t()
+  def update_email_notifications(info, settings) do
+    email_notifications =
+      info.email_notifications
+      |> Map.merge(settings)
+      |> Map.take(["digest"])
+
+    params = %{email_notifications: email_notifications}
+    fields = [:email_notifications]
+
+    info
+    |> cast(params, fields)
+    |> validate_required(fields)
+  end
+
   def add_to_note_count(info, number) do
     set_note_count(info, info.note_count + number)
   end
diff --git a/priv/repo/migrations/20190412052952_add_user_info_fields.exs b/priv/repo/migrations/20190412052952_add_user_info_fields.exs
new file mode 100644
index 000000000..203d0fc3b
--- /dev/null
+++ b/priv/repo/migrations/20190412052952_add_user_info_fields.exs
@@ -0,0 +1,20 @@
+defmodule Pleroma.Repo.Migrations.AddEmailNotificationsToUserInfo do
+  use Ecto.Migration
+
+  def up do
+    execute("
+    UPDATE users
+    SET info = info || '{
+      \"email_notifications\": {
+        \"digest\": true
+      }
+    }'")
+  end
+
+  def down do
+    execute("
+      UPDATE users
+      SET info = info - 'email_notifications'
+    ")
+  end
+end
diff --git a/test/user_info_test.exs b/test/user_info_test.exs
new file mode 100644
index 000000000..2d795594e
--- /dev/null
+++ b/test/user_info_test.exs
@@ -0,0 +1,24 @@
+defmodule Pleroma.UserInfoTest do
+  alias Pleroma.Repo
+  alias Pleroma.User.Info
+
+  use Pleroma.DataCase
+
+  import Pleroma.Factory
+
+  describe "update_email_notifications/2" do
+    setup do
+      user = insert(:user, %{info: %{email_notifications: %{"digest" => true}}})
+
+      {:ok, user: user}
+    end
+
+    test "Notifications are updated", %{user: user} do
+      true = user.info.email_notifications["digest"]
+      changeset = Info.update_email_notifications(user.info, %{"digest" => false})
+      assert changeset.valid?
+      {:ok, result} = Ecto.Changeset.apply_action(changeset, :insert)
+      assert result.email_notifications["digest"] == false
+    end
+  end
+end

From dc21181f6504b55afa68de63f170fcb0f1084a6b Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Sun, 14 Apr 2019 22:29:05 +0700
Subject: [PATCH 02/66] Update updated_at field on notification read

---
 lib/pleroma/notification.ex |  5 ++++-
 test/notification_test.exs  | 23 +++++++++++++++++++++++
 2 files changed, 27 insertions(+), 1 deletion(-)

diff --git a/lib/pleroma/notification.ex b/lib/pleroma/notification.ex
index b357d5399..29845b9da 100644
--- a/lib/pleroma/notification.ex
+++ b/lib/pleroma/notification.ex
@@ -58,7 +58,10 @@ def set_read_up_to(%{id: user_id} = _user, id) do
         where: n.user_id == ^user_id,
         where: n.id <= ^id,
         update: [
-          set: [seen: true]
+          set: [
+            seen: true,
+            updated_at: ^NaiveDateTime.utc_now()
+          ]
         ]
       )
 
diff --git a/test/notification_test.exs b/test/notification_test.exs
index c3db77b6c..907b9e669 100644
--- a/test/notification_test.exs
+++ b/test/notification_test.exs
@@ -300,6 +300,29 @@ test "it sets all notifications as read up to a specified notification ID" do
       assert n2.seen == true
       assert n3.seen == false
     end
+
+    test "Updates `updated_at` field" do
+      user1 = insert(:user)
+      user2 = insert(:user)
+
+      Enum.each(0..10, fn i ->
+        {:ok, _activity} =
+          TwitterAPI.create_status(user1, %{
+            "status" => "#{i} hi @#{user2.nickname}"
+          })
+      end)
+
+      Process.sleep(1000)
+
+      [notification | _] = Notification.for_user(user2)
+
+      Notification.set_read_up_to(user2, notification.id)
+
+      Notification.for_user(user2)
+      |> Enum.each(fn notification ->
+        assert notification.updated_at > notification.inserted_at
+      end)
+    end
   end
 
   describe "notification target determination" do

From 2f0203a4a1c7a507aa5cf50be2fd372536ebfc81 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Wed, 17 Apr 2019 16:59:05 +0700
Subject: [PATCH 03/66] Resolve conflicts

---
 config/config.exs          | 10 ++++++++
 lib/pleroma/user.ex        |  2 ++
 mix.exs                    |  5 ++--
 mix.lock                   | 51 +++++++++++++++++++++-----------------
 test/notification_test.exs | 22 ++++++++++------
 5 files changed, 57 insertions(+), 33 deletions(-)

diff --git a/config/config.exs b/config/config.exs
index 595e3505c..747d33884 100644
--- a/config/config.exs
+++ b/config/config.exs
@@ -464,6 +464,16 @@
   total_user_limit: 300,
   enabled: true
 
+config :pleroma, :email_notifications,
+  digest: %{
+    # When to send digest email, in crontab format (https://en.wikipedia.org/wiki/Cron)
+    schedule: "0 0 * * 0",
+    # Minimum interval between digest emails to one user
+    interval: 7,
+    # Minimum user inactivity threshold
+    inactivity_threshold: 7
+  }
+
 # Import environment specific config. This must remain at the bottom
 # of this file so it overrides the configuration defined above.
 import_config "#{Mix.env()}.exs"
diff --git a/lib/pleroma/user.ex b/lib/pleroma/user.ex
index 78eb29ddd..0982f6ed8 100644
--- a/lib/pleroma/user.ex
+++ b/lib/pleroma/user.ex
@@ -55,6 +55,8 @@ defmodule Pleroma.User do
     field(:tags, {:array, :string}, default: [])
     field(:bookmarks, {:array, :string}, default: [])
     field(:last_refreshed_at, :naive_datetime_usec)
+    field(:current_sign_in_at, :naive_datetime)
+    field(:last_digest_emailed_at, :naive_datetime)
     has_many(:notifications, Notification)
     has_many(:registrations, Registration)
     embeds_one(:info, Pleroma.User.Info)
diff --git a/mix.exs b/mix.exs
index 15e182239..da2e284f8 100644
--- a/mix.exs
+++ b/mix.exs
@@ -8,7 +8,7 @@ def project do
       elixir: "~> 1.7",
       elixirc_paths: elixirc_paths(Mix.env()),
       compilers: [:phoenix, :gettext] ++ Mix.compilers(),
-      elixirc_options: [warnings_as_errors: true],
+      # elixirc_options: [warnings_as_errors: true],
       xref: [exclude: [:eldap]],
       start_permanent: Mix.env() == :prod,
       aliases: aliases(),
@@ -110,7 +110,8 @@ defp deps do
       {:prometheus_ecto, "~> 1.4"},
       {:prometheus_process_collector, "~> 1.4"},
       {:recon, github: "ferd/recon", tag: "2.4.0"},
-      {:quack, "~> 0.1.1"}
+      {:quack, "~> 0.1.1"},
+      {:quantum, "~> 2.3"}
     ] ++ oauth_deps
   end
 
diff --git a/mix.lock b/mix.lock
index d494cc82d..6e322240a 100644
--- a/mix.lock
+++ b/mix.lock
@@ -3,23 +3,24 @@
   "auto_linker": {:git, "https://git.pleroma.social/pleroma/auto_linker.git", "90613b4bae875a3610c275b7056b61ffdd53210d", [ref: "90613b4bae875a3610c275b7056b61ffdd53210d"]},
   "base64url": {:hex, :base64url, "0.0.1", "36a90125f5948e3afd7be97662a1504b934dd5dac78451ca6e9abf85a10286be", [:rebar], [], "hexpm"},
   "bunt": {:hex, :bunt, "0.2.0", "951c6e801e8b1d2cbe58ebbd3e616a869061ddadcc4863d0a2182541acae9a38", [:mix], [], "hexpm"},
-  "cachex": {:hex, :cachex, "3.0.2", "1351caa4e26e29f7d7ec1d29b53d6013f0447630bbf382b4fb5d5bad0209f203", [:mix], [{:eternal, "~> 1.2", [hex: :eternal, repo: "hexpm", optional: false]}, {:unsafe, "~> 1.0", [hex: :unsafe, repo: "hexpm", optional: false]}], "hexpm"},
-  "calendar": {:hex, :calendar, "0.17.4", "22c5e8d98a4db9494396e5727108dffb820ee0d18fed4b0aa8ab76e4f5bc32f1", [:mix], [{:tzdata, "~> 0.5.8 or ~> 0.1.201603", [hex: :tzdata, repo: "hexpm", optional: false]}], "hexpm"},
+  "cachex": {:hex, :cachex, "3.0.3", "4e2d3e05814a5738f5ff3903151d5c25636d72a3527251b753f501ad9c657967", [:mix], [{:eternal, "~> 1.2", [hex: :eternal, repo: "hexpm", optional: false]}, {:unsafe, "~> 1.0", [hex: :unsafe, repo: "hexpm", optional: false]}], "hexpm"},
+  "calendar": {:hex, :calendar, "0.17.5", "0ff5b09a60b9677683aa2a6fee948558660501c74a289103ea099806bc41a352", [:mix], [{:tzdata, "~> 0.5.20 or ~> 0.1.201603", [hex: :tzdata, repo: "hexpm", optional: false]}], "hexpm"},
   "certifi": {:hex, :certifi, "2.5.1", "867ce347f7c7d78563450a18a6a28a8090331e77fa02380b4a21962a65d36ee5", [:rebar3], [{:parse_trans, "~>3.3", [hex: :parse_trans, repo: "hexpm", optional: false]}], "hexpm"},
   "combine": {:hex, :combine, "0.10.0", "eff8224eeb56498a2af13011d142c5e7997a80c8f5b97c499f84c841032e429f", [:mix], [], "hexpm"},
-  "comeonin": {:hex, :comeonin, "4.1.1", "c7304fc29b45b897b34142a91122bc72757bc0c295e9e824999d5179ffc08416", [:mix], [{:argon2_elixir, "~> 1.2", [hex: :argon2_elixir, repo: "hexpm", optional: true]}, {:bcrypt_elixir, "~> 0.12.1 or ~> 1.0", [hex: :bcrypt_elixir, repo: "hexpm", optional: true]}, {:pbkdf2_elixir, "~> 0.12", [hex: :pbkdf2_elixir, repo: "hexpm", optional: true]}], "hexpm"},
+  "comeonin": {:hex, :comeonin, "4.1.2", "3eb5620fd8e35508991664b4c2b04dd41e52f1620b36957be837c1d7784b7592", [:mix], [{:argon2_elixir, "~> 1.2", [hex: :argon2_elixir, repo: "hexpm", optional: true]}, {:bcrypt_elixir, "~> 0.12.1 or ~> 1.0", [hex: :bcrypt_elixir, repo: "hexpm", optional: true]}, {:pbkdf2_elixir, "~> 0.12", [hex: :pbkdf2_elixir, repo: "hexpm", optional: true]}], "hexpm"},
   "connection": {:hex, :connection, "1.0.4", "a1cae72211f0eef17705aaededacac3eb30e6625b04a6117c1b2db6ace7d5976", [:mix], [], "hexpm"},
   "cors_plug": {:hex, :cors_plug, "1.5.2", "72df63c87e4f94112f458ce9d25800900cc88608c1078f0e4faddf20933eda6e", [:mix], [{:plug, "~> 1.3 or ~> 1.4 or ~> 1.5", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
-  "cowboy": {:hex, :cowboy, "2.6.1", "f2e06f757c337b3b311f9437e6e072b678fcd71545a7b2865bdaa154d078593f", [:rebar3], [{:cowlib, "~> 2.7.0", [hex: :cowlib, repo: "hexpm", optional: false]}, {:ranch, "~> 1.7.1", [hex: :ranch, repo: "hexpm", optional: false]}], "hexpm"},
-  "cowlib": {:hex, :cowlib, "2.7.0", "3ef16e77562f9855a2605900cedb15c1462d76fb1be6a32fc3ae91973ee543d2", [:rebar3], [], "hexpm"},
+  "cowboy": {:hex, :cowboy, "2.6.3", "99aa50e94e685557cad82e704457336a453d4abcb77839ad22dbe71f311fcc06", [:rebar3], [{:cowlib, "~> 2.7.3", [hex: :cowlib, repo: "hexpm", optional: false]}, {:ranch, "~> 1.7.1", [hex: :ranch, repo: "hexpm", optional: false]}], "hexpm"},
+  "cowlib": {:hex, :cowlib, "2.7.3", "a7ffcd0917e6d50b4d5fb28e9e2085a0ceb3c97dea310505f7460ff5ed764ce9", [:rebar3], [], "hexpm"},
   "credo": {:hex, :credo, "0.9.3", "76fa3e9e497ab282e0cf64b98a624aa11da702854c52c82db1bf24e54ab7c97a", [:mix], [{:bunt, "~> 0.2.0", [hex: :bunt, repo: "hexpm", optional: false]}, {:poison, ">= 0.0.0", [hex: :poison, repo: "hexpm", optional: false]}], "hexpm"},
+  "crontab": {:hex, :crontab, "1.1.5", "2c9439506ceb0e9045de75879e994b88d6f0be88bfe017d58cb356c66c4a5482", [:mix], [{:ecto, "~> 1.0 or ~> 2.0 or ~> 3.0", [hex: :ecto, repo: "hexpm", optional: true]}], "hexpm"},
   "crypt": {:git, "https://github.com/msantos/crypt", "1f2b58927ab57e72910191a7ebaeff984382a1d3", [ref: "1f2b58927ab57e72910191a7ebaeff984382a1d3"]},
-  "db_connection": {:hex, :db_connection, "2.0.5", "ddb2ba6761a08b2bb9ca0e7d260e8f4dd39067426d835c24491a321b7f92a4da", [:mix], [{:connection, "~> 1.0.2", [hex: :connection, repo: "hexpm", optional: false]}], "hexpm"},
+  "db_connection": {:hex, :db_connection, "2.0.6", "bde2f85d047969c5b5800cb8f4b3ed6316c8cb11487afedac4aa5f93fd39abfa", [:mix], [{:connection, "~> 1.0.2", [hex: :connection, repo: "hexpm", optional: false]}], "hexpm"},
   "decimal": {:hex, :decimal, "1.7.0", "30d6b52c88541f9a66637359ddf85016df9eb266170d53105f02e4a67e00c5aa", [:mix], [], "hexpm"},
   "earmark": {:hex, :earmark, "1.3.2", "b840562ea3d67795ffbb5bd88940b1bed0ed9fa32834915125ea7d02e35888a5", [:mix], [], "hexpm"},
-  "ecto": {:hex, :ecto, "3.0.7", "44dda84ac6b17bbbdeb8ac5dfef08b7da253b37a453c34ab1a98de7f7e5fec7f", [:mix], [{:decimal, "~> 1.6", [hex: :decimal, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}, {:poison, "~> 2.2 or ~> 3.0", [hex: :poison, repo: "hexpm", optional: true]}], "hexpm"},
+  "ecto": {:hex, :ecto, "3.0.8", "9eb6a1fcfc593e6619d45ef51afe607f1554c21ca188a1cd48eecc27223567f1", [:mix], [{:decimal, "~> 1.6", [hex: :decimal, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}, {:poison, "~> 2.2 or ~> 3.0", [hex: :poison, repo: "hexpm", optional: true]}], "hexpm"},
   "ecto_sql": {:hex, :ecto_sql, "3.0.5", "7e44172b4f7aca4469f38d7f6a3da394dbf43a1bcf0ca975e958cb957becd74e", [:mix], [{:db_connection, "~> 2.0", [hex: :db_connection, repo: "hexpm", optional: false]}, {:ecto, "~> 3.0.6", [hex: :ecto, repo: "hexpm", optional: false]}, {:mariaex, "~> 0.9.1", [hex: :mariaex, repo: "hexpm", optional: true]}, {:postgrex, "~> 0.14.0", [hex: :postgrex, repo: "hexpm", optional: true]}, {:telemetry, "~> 0.3.0", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm"},
-  "eternal": {:hex, :eternal, "1.2.0", "e2a6b6ce3b8c248f7dc31451aefca57e3bdf0e48d73ae5043229380a67614c41", [:mix], [], "hexpm"},
+  "eternal": {:hex, :eternal, "1.2.1", "d5b6b2499ba876c57be2581b5b999ee9bdf861c647401066d3eeed111d096bc4", [:mix], [], "hexpm"},
   "ex_aws": {:hex, :ex_aws, "2.1.0", "b92651527d6c09c479f9013caa9c7331f19cba38a650590d82ebf2c6c16a1d8a", [:mix], [{:configparser_ex, "~> 2.0", [hex: :configparser_ex, repo: "hexpm", optional: true]}, {:hackney, "1.6.3 or 1.6.5 or 1.7.1 or 1.8.6 or ~> 1.9", [hex: :hackney, repo: "hexpm", optional: true]}, {:jsx, "~> 2.8", [hex: :jsx, repo: "hexpm", optional: true]}, {:poison, ">= 1.2.0", [hex: :poison, repo: "hexpm", optional: true]}, {:sweet_xml, "~> 0.6", [hex: :sweet_xml, repo: "hexpm", optional: true]}, {:xml_builder, "~> 0.1.0", [hex: :xml_builder, repo: "hexpm", optional: true]}], "hexpm"},
   "ex_aws_s3": {:hex, :ex_aws_s3, "2.0.1", "9e09366e77f25d3d88c5393824e613344631be8db0d1839faca49686e99b6704", [:mix], [{:ex_aws, "~> 2.0", [hex: :ex_aws, repo: "hexpm", optional: false]}, {:sweet_xml, ">= 0.0.0", [hex: :sweet_xml, repo: "hexpm", optional: true]}], "hexpm"},
   "ex_doc": {:hex, :ex_doc, "0.20.2", "1bd0dfb0304bade58beb77f20f21ee3558cc3c753743ae0ddbb0fd7ba2912331", [:mix], [{:earmark, "~> 1.3", [hex: :earmark, repo: "hexpm", optional: false]}, {:makeup_elixir, "~> 0.10", [hex: :makeup_elixir, repo: "hexpm", optional: false]}], "hexpm"},
@@ -27,57 +28,61 @@
   "ex_syslogger": {:git, "https://github.com/slashmili/ex_syslogger.git", "f3963399047af17e038897c69e20d552e6899e1d", [tag: "1.4.0"]},
   "floki": {:hex, :floki, "0.20.4", "be42ac911fece24b4c72f3b5846774b6e61b83fe685c2fc9d62093277fb3bc86", [:mix], [{:html_entities, "~> 0.4.0", [hex: :html_entities, repo: "hexpm", optional: false]}, {:mochiweb, "~> 2.15", [hex: :mochiweb, repo: "hexpm", optional: false]}], "hexpm"},
   "gen_smtp": {:hex, :gen_smtp, "0.13.0", "11f08504c4bdd831dc520b8f84a1dce5ce624474a797394e7aafd3c29f5dcd25", [:rebar3], [], "hexpm"},
-  "gettext": {:hex, :gettext, "0.15.0", "40a2b8ce33a80ced7727e36768499fc9286881c43ebafccae6bab731e2b2b8ce", [:mix], [], "hexpm"},
+  "gen_stage": {:hex, :gen_stage, "0.14.1", "9d46723fda072d4f4bb31a102560013f7960f5d80ea44dcb96fd6304ed61e7a4", [:mix], [], "hexpm"},
+  "gen_state_machine": {:hex, :gen_state_machine, "2.0.5", "9ac15ec6e66acac994cc442dcc2c6f9796cf380ec4b08267223014be1c728a95", [:mix], [], "hexpm"},
+  "gettext": {:hex, :gettext, "0.16.1", "e2130b25eebcbe02bb343b119a07ae2c7e28bd4b146c4a154da2ffb2b3507af2", [:mix], [], "hexpm"},
   "hackney": {:hex, :hackney, "1.15.1", "9f8f471c844b8ce395f7b6d8398139e26ddca9ebc171a8b91342ee15a19963f4", [:rebar3], [{:certifi, "2.5.1", [hex: :certifi, repo: "hexpm", optional: false]}, {:idna, "6.0.0", [hex: :idna, repo: "hexpm", optional: false]}, {:metrics, "1.0.1", [hex: :metrics, repo: "hexpm", optional: false]}, {:mimerl, "~>1.1", [hex: :mimerl, repo: "hexpm", optional: false]}, {:ssl_verify_fun, "1.1.4", [hex: :ssl_verify_fun, repo: "hexpm", optional: false]}], "hexpm"},
   "html_entities": {:hex, :html_entities, "0.4.0", "f2fee876858cf6aaa9db608820a3209e45a087c5177332799592142b50e89a6b", [:mix], [], "hexpm"},
   "html_sanitize_ex": {:hex, :html_sanitize_ex, "1.3.0", "f005ad692b717691203f940c686208aa3d8ffd9dd4bb3699240096a51fa9564e", [:mix], [{:mochiweb, "~> 2.15", [hex: :mochiweb, repo: "hexpm", optional: false]}], "hexpm"},
   "httpoison": {:hex, :httpoison, "1.2.0", "2702ed3da5fd7a8130fc34b11965c8cfa21ade2f232c00b42d96d4967c39a3a3", [:mix], [{:hackney, "~> 1.8", [hex: :hackney, repo: "hexpm", optional: false]}], "hexpm"},
   "idna": {:hex, :idna, "6.0.0", "689c46cbcdf3524c44d5f3dde8001f364cd7608a99556d8fbd8239a5798d4c10", [:rebar3], [{:unicode_util_compat, "0.4.1", [hex: :unicode_util_compat, repo: "hexpm", optional: false]}], "hexpm"},
   "jason": {:hex, :jason, "1.1.2", "b03dedea67a99223a2eaf9f1264ce37154564de899fd3d8b9a21b1a6fd64afe7", [:mix], [{:decimal, "~> 1.0", [hex: :decimal, repo: "hexpm", optional: true]}], "hexpm"},
-  "jose": {:hex, :jose, "1.8.4", "7946d1e5c03a76ac9ef42a6e6a20001d35987afd68c2107bcd8f01a84e75aa73", [:mix, :rebar3], [{:base64url, "~> 0.0.1", [hex: :base64url, repo: "hexpm", optional: false]}], "hexpm"},
+  "jose": {:hex, :jose, "1.9.0", "4167c5f6d06ffaebffd15cdb8da61a108445ef5e85ab8f5a7ad926fdf3ada154", [:mix, :rebar3], [{:base64url, "~> 0.0.1", [hex: :base64url, repo: "hexpm", optional: false]}], "hexpm"},
+  "libring": {:hex, :libring, "1.4.0", "41246ba2f3fbc76b3971f6bce83119dfec1eee17e977a48d8a9cfaaf58c2a8d6", [:mix], [], "hexpm"},
   "makeup": {:hex, :makeup, "0.8.0", "9cf32aea71c7fe0a4b2e9246c2c4978f9070257e5c9ce6d4a28ec450a839b55f", [:mix], [{:nimble_parsec, "~> 0.5.0", [hex: :nimble_parsec, repo: "hexpm", optional: false]}], "hexpm"},
   "makeup_elixir": {:hex, :makeup_elixir, "0.13.0", "be7a477997dcac2e48a9d695ec730b2d22418292675c75aa2d34ba0909dcdeda", [:mix], [{:makeup, "~> 0.8", [hex: :makeup, repo: "hexpm", optional: false]}], "hexpm"},
   "meck": {:hex, :meck, "0.8.13", "ffedb39f99b0b99703b8601c6f17c7f76313ee12de6b646e671e3188401f7866", [:rebar3], [], "hexpm"},
   "metrics": {:hex, :metrics, "1.0.1", "25f094dea2cda98213cecc3aeff09e940299d950904393b2a29d191c346a8486", [:rebar3], [], "hexpm"},
   "mime": {:hex, :mime, "1.3.1", "30ce04ab3175b6ad0bdce0035cba77bba68b813d523d1aac73d9781b4d193cf8", [:mix], [], "hexpm"},
   "mimerl": {:hex, :mimerl, "1.2.0", "67e2d3f571088d5cfd3e550c383094b47159f3eee8ffa08e64106cdf5e981be3", [:rebar3], [], "hexpm"},
-  "mochiweb": {:hex, :mochiweb, "2.15.0", "e1daac474df07651e5d17cc1e642c4069c7850dc4508d3db7263a0651330aacc", [:rebar3], [], "hexpm"},
-  "mock": {:hex, :mock, "0.3.1", "994f00150f79a0ea50dc9d86134cd9ebd0d177ad60bd04d1e46336cdfdb98ff9", [:mix], [{:meck, "~> 0.8.8", [hex: :meck, repo: "hexpm", optional: false]}], "hexpm"},
+  "mochiweb": {:hex, :mochiweb, "2.18.0", "eb55f1db3e6e960fac4e6db4e2db9ec3602cc9f30b86cd1481d56545c3145d2e", [:rebar3], [], "hexpm"},
+  "mock": {:hex, :mock, "0.3.3", "42a433794b1291a9cf1525c6d26b38e039e0d3a360732b5e467bfc77ef26c914", [:mix], [{:meck, "~> 0.8.13", [hex: :meck, repo: "hexpm", optional: false]}], "hexpm"},
   "mogrify": {:hex, :mogrify, "0.6.1", "de1b527514f2d95a7bbe9642eb556061afb337e220cf97adbf3a4e6438ed70af", [:mix], [], "hexpm"},
   "nimble_parsec": {:hex, :nimble_parsec, "0.5.0", "90e2eca3d0266e5c53f8fbe0079694740b9c91b6747f2b7e3c5d21966bba8300", [:mix], [], "hexpm"},
   "parse_trans": {:hex, :parse_trans, "3.3.0", "09765507a3c7590a784615cfd421d101aec25098d50b89d7aa1d66646bc571c1", [:rebar3], [], "hexpm"},
-  "pbkdf2_elixir": {:hex, :pbkdf2_elixir, "0.12.3", "6706a148809a29c306062862c803406e88f048277f6e85b68faf73291e820b84", [:mix], [], "hexpm"},
-  "phoenix": {:hex, :phoenix, "1.4.1", "801f9d632808657f1f7c657c8bbe624caaf2ba91429123ebe3801598aea4c3d9", [:mix], [{:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}, {:phoenix_pubsub, "~> 1.1", [hex: :phoenix_pubsub, repo: "hexpm", optional: false]}, {:plug, "~> 1.7", [hex: :plug, repo: "hexpm", optional: false]}, {:plug_cowboy, "~> 1.0 or ~> 2.0", [hex: :plug_cowboy, repo: "hexpm", optional: true]}], "hexpm"},
+  "pbkdf2_elixir": {:hex, :pbkdf2_elixir, "0.12.4", "8dd29ed783f2e12195d7e0a4640effc0a7c37e6537da491f1db01839eee6d053", [:mix], [], "hexpm"},
+  "phoenix": {:hex, :phoenix, "1.4.3", "8eed4a64ff1e12372cd634724bddd69185938f52c18e1396ebac76375d85677d", [:mix], [{:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}, {:phoenix_pubsub, "~> 1.1", [hex: :phoenix_pubsub, repo: "hexpm", optional: false]}, {:plug, "~> 1.7", [hex: :plug, repo: "hexpm", optional: false]}, {:plug_cowboy, "~> 1.0 or ~> 2.0", [hex: :plug_cowboy, repo: "hexpm", optional: true]}], "hexpm"},
   "phoenix_ecto": {:hex, :phoenix_ecto, "4.0.0", "c43117a136e7399ea04ecaac73f8f23ee0ffe3e07acfcb8062fe5f4c9f0f6531", [:mix], [{:ecto, "~> 3.0", [hex: :ecto, repo: "hexpm", optional: false]}, {:phoenix_html, "~> 2.9", [hex: :phoenix_html, repo: "hexpm", optional: true]}, {:plug, "~> 1.0", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
-  "phoenix_html": {:hex, :phoenix_html, "2.13.1", "fa8f034b5328e2dfa0e4131b5569379003f34bc1fafdaa84985b0b9d2f12e68b", [:mix], [{:plug, "~> 1.5", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
-  "phoenix_pubsub": {:hex, :phoenix_pubsub, "1.1.1", "6668d787e602981f24f17a5fbb69cc98f8ab085114ebfac6cc36e10a90c8e93c", [:mix], [], "hexpm"},
+  "phoenix_html": {:hex, :phoenix_html, "2.13.2", "f5d27c9b10ce881a60177d2b5227314fc60881e6b66b41dfe3349db6ed06cf57", [:mix], [{:plug, "~> 1.5", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
+  "phoenix_pubsub": {:hex, :phoenix_pubsub, "1.1.2", "496c303bdf1b2e98a9d26e89af5bba3ab487ba3a3735f74bf1f4064d2a845a3e", [:mix], [], "hexpm"},
   "pleroma_job_queue": {:hex, :pleroma_job_queue, "0.2.0", "879e660aa1cebe8dc6f0aaaa6aa48b4875e89cd961d4a585fd128e0773b31a18", [:mix], [], "hexpm"},
   "plug": {:hex, :plug, "1.7.2", "d7b7db7fbd755e8283b6c0a50be71ec0a3d67d9213d74422d9372effc8e87fd1", [:mix], [{:mime, "~> 1.0", [hex: :mime, repo: "hexpm", optional: false]}, {:plug_crypto, "~> 1.0", [hex: :plug_crypto, repo: "hexpm", optional: false]}], "hexpm"},
-  "plug_cowboy": {:hex, :plug_cowboy, "2.0.1", "d798f8ee5acc86b7d42dbe4450b8b0dadf665ce588236eb0a751a132417a980e", [:mix], [{:cowboy, "~> 2.5", [hex: :cowboy, repo: "hexpm", optional: false]}, {:plug, "~> 1.7", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
+  "plug_cowboy": {:hex, :plug_cowboy, "2.0.2", "6055f16868cc4882b24b6e1d63d2bada94fb4978413377a3b32ac16c18dffba2", [:mix], [{:cowboy, "~> 2.5", [hex: :cowboy, repo: "hexpm", optional: false]}, {:plug, "~> 1.7", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
   "plug_crypto": {:hex, :plug_crypto, "1.0.0", "18e49317d3fa343f24620ed22795ec29d4a5e602d52d1513ccea0b07d8ea7d4d", [:mix], [], "hexpm"},
   "poison": {:hex, :poison, "3.1.0", "d9eb636610e096f86f25d9a46f35a9facac35609a7591b3be3326e99a0484665", [:mix], [], "hexpm"},
-  "poolboy": {:hex, :poolboy, "1.5.2", "392b007a1693a64540cead79830443abf5762f5d30cf50bc95cb2c1aaafa006b", [:rebar3], [], "hexpm"},
-  "postgrex": {:hex, :postgrex, "0.14.1", "63247d4a5ad6b9de57a0bac5d807e1c32d41e39c04b8a4156a26c63bcd8a2e49", [:mix], [{:connection, "~> 1.0", [hex: :connection, repo: "hexpm", optional: false]}, {:db_connection, "~> 2.0", [hex: :db_connection, repo: "hexpm", optional: false]}, {:decimal, "~> 1.5", [hex: :decimal, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}], "hexpm"},
+  "postgrex": {:hex, :postgrex, "0.14.2", "6680591bbce28d92f043249205e8b01b36cab9ef2a7911abc43649242e1a3b78", [:mix], [{:connection, "~> 1.0", [hex: :connection, repo: "hexpm", optional: false]}, {:db_connection, "~> 2.0", [hex: :db_connection, repo: "hexpm", optional: false]}, {:decimal, "~> 1.5", [hex: :decimal, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}], "hexpm"},
   "prometheus": {:hex, :prometheus, "4.2.2", "a830e77b79dc6d28183f4db050a7cac926a6c58f1872f9ef94a35cd989aceef8", [:mix, :rebar3], [], "hexpm"},
   "prometheus_ecto": {:hex, :prometheus_ecto, "1.4.1", "6c768ea9654de871e5b32fab2eac348467b3021604ebebbcbd8bcbe806a65ed5", [:mix], [{:ecto, "~> 2.0 or ~> 3.0", [hex: :ecto, repo: "hexpm", optional: false]}, {:prometheus_ex, "~> 1.1 or ~> 2.0 or ~> 3.0", [hex: :prometheus_ex, repo: "hexpm", optional: false]}], "hexpm"},
   "prometheus_ex": {:hex, :prometheus_ex, "3.0.5", "fa58cfd983487fc5ead331e9a3e0aa622c67232b3ec71710ced122c4c453a02f", [:mix], [{:prometheus, "~> 4.0", [hex: :prometheus, repo: "hexpm", optional: false]}], "hexpm"},
   "prometheus_phoenix": {:hex, :prometheus_phoenix, "1.2.1", "964a74dfbc055f781d3a75631e06ce3816a2913976d1df7830283aa3118a797a", [:mix], [{:phoenix, "~> 1.3", [hex: :phoenix, repo: "hexpm", optional: false]}, {:prometheus_ex, "~> 1.3 or ~> 2.0 or ~> 3.0", [hex: :prometheus_ex, repo: "hexpm", optional: false]}], "hexpm"},
   "prometheus_plugs": {:hex, :prometheus_plugs, "1.1.5", "25933d48f8af3a5941dd7b621c889749894d8a1082a6ff7c67cc99dec26377c5", [:mix], [{:accept, "~> 0.1", [hex: :accept, repo: "hexpm", optional: false]}, {:plug, "~> 1.0", [hex: :plug, repo: "hexpm", optional: false]}, {:prometheus_ex, "~> 1.1 or ~> 2.0 or ~> 3.0", [hex: :prometheus_ex, repo: "hexpm", optional: false]}, {:prometheus_process_collector, "~> 1.1", [hex: :prometheus_process_collector, repo: "hexpm", optional: true]}], "hexpm"},
-  "prometheus_process_collector": {:hex, :prometheus_process_collector, "1.4.0", "6dbd39e3165b9ef1c94a7a820e9ffe08479f949dcdd431ed4aaea7b250eebfde", [:rebar3], [{:prometheus, "~> 4.0", [hex: :prometheus, repo: "hexpm", optional: false]}], "hexpm"},
+  "prometheus_process_collector": {:hex, :prometheus_process_collector, "1.4.3", "657386e8f142fc817347d95c1f3a05ab08710f7df9e7f86db6facaed107ed929", [:rebar3], [{:prometheus, "~> 4.0", [hex: :prometheus, repo: "hexpm", optional: false]}], "hexpm"},
   "quack": {:hex, :quack, "0.1.1", "cca7b4da1a233757fdb44b3334fce80c94785b3ad5a602053b7a002b5a8967bf", [:mix], [{:poison, ">= 1.0.0", [hex: :poison, repo: "hexpm", optional: false]}, {:tesla, "~> 1.2.0", [hex: :tesla, repo: "hexpm", optional: false]}], "hexpm"},
+  "quantum": {:hex, :quantum, "2.3.4", "72a0e8855e2adc101459eac8454787cb74ab4169de6ca50f670e72142d4960e9", [:mix], [{:calendar, "~> 0.17", [hex: :calendar, repo: "hexpm", optional: true]}, {:crontab, "~> 1.1", [hex: :crontab, repo: "hexpm", optional: false]}, {:gen_stage, "~> 0.12", [hex: :gen_stage, repo: "hexpm", optional: false]}, {:swarm, "~> 3.3", [hex: :swarm, repo: "hexpm", optional: false]}, {:timex, "~> 3.1", [hex: :timex, repo: "hexpm", optional: true]}], "hexpm"},
   "ranch": {:hex, :ranch, "1.7.1", "6b1fab51b49196860b733a49c07604465a47bdb78aa10c1c16a3d199f7f8c881", [:rebar3], [], "hexpm"},
   "recon": {:git, "https://github.com/ferd/recon.git", "75d70c7c08926d2f24f1ee6de14ee50fe8a52763", [tag: "2.4.0"]},
   "ssl_verify_fun": {:hex, :ssl_verify_fun, "1.1.4", "f0eafff810d2041e93f915ef59899c923f4568f4585904d010387ed74988e77b", [:make, :mix, :rebar3], [], "hexpm"},
-  "swoosh": {:hex, :swoosh, "0.20.0", "9a6c13822c9815993c03b6f8fccc370fcffb3c158d9754f67b1fdee6b3a5d928", [:mix], [{:cowboy, "~> 1.0.1 or ~> 1.1 or ~> 2.4", [hex: :cowboy, repo: "hexpm", optional: true]}, {:gen_smtp, "~> 0.12", [hex: :gen_smtp, repo: "hexpm", optional: true]}, {:hackney, "~> 1.9", [hex: :hackney, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}, {:mime, "~> 1.1", [hex: :mime, repo: "hexpm", optional: false]}, {:plug, "~> 1.4", [hex: :plug, repo: "hexpm", optional: true]}], "hexpm"},
+  "swarm": {:hex, :swarm, "3.4.0", "64f8b30055d74640d2186c66354b33b999438692a91be275bb89cdc7e401f448", [:mix], [{:gen_state_machine, "~> 2.0", [hex: :gen_state_machine, repo: "hexpm", optional: false]}, {:libring, "~> 1.0", [hex: :libring, repo: "hexpm", optional: false]}], "hexpm"},
+  "swoosh": {:hex, :swoosh, "0.23.1", "209b7cc6d862c09d2a064c16caa4d4d1c9c936285476459e16591e0065f8432b", [:mix], [{:cowboy, "~> 1.0.1 or ~> 1.1 or ~> 2.4", [hex: :cowboy, repo: "hexpm", optional: true]}, {:gen_smtp, "~> 0.12", [hex: :gen_smtp, repo: "hexpm", optional: true]}, {:hackney, "~> 1.9", [hex: :hackney, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}, {:mail, "~> 0.2", [hex: :mail, repo: "hexpm", optional: true]}, {:mime, "~> 1.1", [hex: :mime, repo: "hexpm", optional: false]}, {:plug_cowboy, ">= 1.0.0", [hex: :plug_cowboy, repo: "hexpm", optional: true]}], "hexpm"},
   "syslog": {:git, "https://github.com/Vagabond/erlang-syslog.git", "4a6c6f2c996483e86c1320e9553f91d337bcb6aa", [tag: "1.0.5"]},
   "telemetry": {:hex, :telemetry, "0.3.0", "099a7f3ce31e4780f971b4630a3c22ec66d22208bc090fe33a2a3a6a67754a73", [:rebar3], [], "hexpm"},
   "tesla": {:hex, :tesla, "1.2.1", "864783cc27f71dd8c8969163704752476cec0f3a51eb3b06393b3971dc9733ff", [:mix], [{:exjsx, ">= 3.0.0", [hex: :exjsx, repo: "hexpm", optional: true]}, {:fuse, "~> 2.4", [hex: :fuse, repo: "hexpm", optional: true]}, {:hackney, "~> 1.6", [hex: :hackney, repo: "hexpm", optional: true]}, {:ibrowse, "~> 4.4.0", [hex: :ibrowse, repo: "hexpm", optional: true]}, {:jason, ">= 1.0.0", [hex: :jason, repo: "hexpm", optional: true]}, {:mime, "~> 1.0", [hex: :mime, repo: "hexpm", optional: false]}, {:poison, ">= 1.0.0", [hex: :poison, repo: "hexpm", optional: true]}], "hexpm"},
   "timex": {:hex, :timex, "3.5.0", "b0a23167da02d0fe4f1a4e104d1f929a00d348502b52432c05de875d0b9cffa5", [:mix], [{:combine, "~> 0.10", [hex: :combine, repo: "hexpm", optional: false]}, {:gettext, "~> 0.10", [hex: :gettext, repo: "hexpm", optional: false]}, {:tzdata, "~> 0.1.8 or ~> 0.5", [hex: :tzdata, repo: "hexpm", optional: false]}], "hexpm"},
   "trailing_format_plug": {:hex, :trailing_format_plug, "0.0.7", "64b877f912cf7273bed03379936df39894149e35137ac9509117e59866e10e45", [:mix], [{:plug, "> 0.12.0", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
-  "tzdata": {:hex, :tzdata, "0.5.17", "50793e3d85af49736701da1a040c415c97dc1caf6464112fd9bd18f425d3053b", [:mix], [{:hackney, "~> 1.0", [hex: :hackney, repo: "hexpm", optional: false]}], "hexpm"},
+  "tzdata": {:hex, :tzdata, "0.5.20", "304b9e98a02840fb32a43ec111ffbe517863c8566eb04a061f1c4dbb90b4d84c", [:mix], [{:hackney, "~> 1.0", [hex: :hackney, repo: "hexpm", optional: false]}], "hexpm"},
   "ueberauth": {:hex, :ueberauth, "0.6.1", "9e90d3337dddf38b1ca2753aca9b1e53d8a52b890191cdc55240247c89230412", [:mix], [{:plug, "~> 1.5", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
   "unicode_util_compat": {:hex, :unicode_util_compat, "0.4.1", "d869e4c68901dd9531385bb0c8c40444ebf624e60b6962d95952775cac5e90cd", [:rebar3], [], "hexpm"},
-  "unsafe": {:hex, :unsafe, "1.0.0", "7c21742cd05380c7875546b023481d3a26f52df8e5dfedcb9f958f322baae305", [:mix], [], "hexpm"},
+  "unsafe": {:hex, :unsafe, "1.0.1", "a27e1874f72ee49312e0a9ec2e0b27924214a05e3ddac90e91727bc76f8613d8", [:mix], [], "hexpm"},
   "web_push_encryption": {:hex, :web_push_encryption, "0.2.1", "d42cecf73420d9dc0053ba3299cc8c8d6ff2be2487d67ca2a57265868e4d9a98", [:mix], [{:httpoison, "~> 1.0", [hex: :httpoison, repo: "hexpm", optional: false]}, {:jose, "~> 1.8", [hex: :jose, repo: "hexpm", optional: false]}, {:poison, "~> 3.0", [hex: :poison, repo: "hexpm", optional: false]}], "hexpm"},
   "websocket_client": {:git, "https://github.com/jeremyong/websocket_client.git", "9a6f65d05ebf2725d62fb19262b21f1805a59fbf", []},
 }
diff --git a/test/notification_test.exs b/test/notification_test.exs
index 907b9e669..27d8cace7 100644
--- a/test/notification_test.exs
+++ b/test/notification_test.exs
@@ -4,12 +4,15 @@
 
 defmodule Pleroma.NotificationTest do
   use Pleroma.DataCase
+
+  import Pleroma.Factory
+  import Mock
+
   alias Pleroma.Notification
   alias Pleroma.User
   alias Pleroma.Web.ActivityPub.Transmogrifier
   alias Pleroma.Web.CommonAPI
   alias Pleroma.Web.TwitterAPI.TwitterAPI
-  import Pleroma.Factory
 
   describe "create_notifications" do
     test "notifies someone when they are directly addressed" do
@@ -312,16 +315,19 @@ test "Updates `updated_at` field" do
           })
       end)
 
-      Process.sleep(1000)
-
       [notification | _] = Notification.for_user(user2)
 
-      Notification.set_read_up_to(user2, notification.id)
+      utc_now = NaiveDateTime.utc_now()
+      future = NaiveDateTime.add(utc_now, 5, :second)
 
-      Notification.for_user(user2)
-      |> Enum.each(fn notification ->
-        assert notification.updated_at > notification.inserted_at
-      end)
+      with_mock NaiveDateTime, utc_now: fn -> future end do
+        Notification.set_read_up_to(user2, notification.id)
+
+        Notification.for_user(user2)
+        |> Enum.each(fn notification ->
+          assert notification.updated_at > notification.inserted_at
+        end)
+      end
     end
   end
 

From aeafa0b2ef996f15f9ff4a6ade70a693b12b208f Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Fri, 19 Apr 2019 22:16:17 +0700
Subject: [PATCH 04/66] Add Notification.for_user_since/2

---
 config/config.exs           |  1 +
 lib/pleroma/notification.ex | 21 +++++++++++++++++
 test/notification_test.exs  | 45 +++++++++++++++++++++++++++++++++++++
 3 files changed, 67 insertions(+)

diff --git a/config/config.exs b/config/config.exs
index 747d33884..c452b728b 100644
--- a/config/config.exs
+++ b/config/config.exs
@@ -467,6 +467,7 @@
 config :pleroma, :email_notifications,
   digest: %{
     # When to send digest email, in crontab format (https://en.wikipedia.org/wiki/Cron)
+    # 0 0 * * 0 - once a week at midnight on Sunday morning
     schedule: "0 0 * * 0",
     # Minimum interval between digest emails to one user
     interval: 7,
diff --git a/lib/pleroma/notification.ex b/lib/pleroma/notification.ex
index 29845b9da..d79f0f563 100644
--- a/lib/pleroma/notification.ex
+++ b/lib/pleroma/notification.ex
@@ -17,6 +17,8 @@ defmodule Pleroma.Notification do
   import Ecto.Query
   import Ecto.Changeset
 
+  @type t :: %__MODULE__{}
+
   schema "notifications" do
     field(:seen, :boolean, default: false)
     belongs_to(:user, User, type: Pleroma.FlakeId)
@@ -51,6 +53,25 @@ def for_user(user, opts \\ %{}) do
     |> Pagination.fetch_paginated(opts)
   end
 
+  @doc """
+  Returns notifications for user received since given date.
+
+  ## Examples
+
+      iex> Pleroma.Notification.for_user_since(%Pleroma.User{}, ~N[2019-04-13 11:22:33])
+      [%Pleroma.Notification{}, %Pleroma.Notification{}]
+
+      iex> Pleroma.Notification.for_user_since(%Pleroma.User{}, ~N[2019-04-15 11:22:33])
+      []
+  """
+  @spec for_user_since(Pleroma.User.t(), NaiveDateTime.t()) :: [t()]
+  def for_user_since(user, date) do
+    from(n in for_user_query(user),
+      where: n.updated_at > ^date
+    )
+    |> Repo.all()
+  end
+
   def set_read_up_to(%{id: user_id} = _user, id) do
     query =
       from(
diff --git a/test/notification_test.exs b/test/notification_test.exs
index 27d8cace7..dbc4f48f6 100644
--- a/test/notification_test.exs
+++ b/test/notification_test.exs
@@ -331,6 +331,51 @@ test "Updates `updated_at` field" do
     end
   end
 
+  describe "for_user_since/2" do
+    defp days_ago(days) do
+      NaiveDateTime.add(
+        NaiveDateTime.truncate(NaiveDateTime.utc_now(), :second),
+        -days * 60 * 60 * 24,
+        :second
+      )
+    end
+
+    test "Returns recent notifications" do
+      user1 = insert(:user)
+      user2 = insert(:user)
+
+      Enum.each(0..10, fn i ->
+        {:ok, _activity} =
+          CommonAPI.post(user1, %{
+            "status" => "hey ##{i} @#{user2.nickname}!"
+          })
+      end)
+
+      {old, new} = Enum.split(Notification.for_user(user2), 5)
+
+      Enum.each(old, fn notification ->
+        notification
+        |> cast(%{updated_at: days_ago(10)}, [:updated_at])
+        |> Pleroma.Repo.update!()
+      end)
+
+      recent_notifications_ids =
+        user2
+        |> Notification.for_user_since(
+          NaiveDateTime.add(NaiveDateTime.utc_now(), -5 * 86400, :second)
+        )
+        |> Enum.map(& &1.id)
+
+      Enum.each(old, fn %{id: id} ->
+        refute id in recent_notifications_ids
+      end)
+
+      Enum.each(new, fn %{id: id} ->
+        assert id in recent_notifications_ids
+      end)
+    end
+  end
+
   describe "notification target determination" do
     test "it sends notifications to addressed users in new messages" do
       user = insert(:user)

From 8add1194448cfc183dce01b86451422195d44023 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Fri, 19 Apr 2019 22:17:54 +0700
Subject: [PATCH 05/66] Add User.list_inactive_users_query/1

---
 lib/pleroma/user.ex                           |  38 +++++++
 ...d_signin_and_last_digest_dates_to_user.exs |   9 ++
 test/user_test.exs                            | 103 ++++++++++++++++++
 3 files changed, 150 insertions(+)
 create mode 100644 priv/repo/migrations/20190413085040_add_signin_and_last_digest_dates_to_user.exs

diff --git a/lib/pleroma/user.ex b/lib/pleroma/user.ex
index 0982f6ed8..c67a7b7a1 100644
--- a/lib/pleroma/user.ex
+++ b/lib/pleroma/user.ex
@@ -1447,4 +1447,42 @@ defp paginate(query, page, page_size) do
   def showing_reblogs?(%User{} = user, %User{} = target) do
     target.ap_id not in user.info.muted_reblogs
   end
+
+  @doc """
+  The function returns a query to get users with no activity for given interval of days.
+  Inactive users are those who didn't read any notification, or had any activity where
+  the user is the activity's actor, during `inactivity_threshold` days.
+  Deactivated users will not appear in this list.
+
+  ## Examples
+
+      iex> Pleroma.User.list_inactive_users()
+      %Ecto.Query{}
+  """
+  @spec list_inactive_users_query(integer()) :: Ecto.Query.t()
+  def list_inactive_users_query(inactivity_threshold \\ 7) do
+    negative_inactivity_threshold = -inactivity_threshold
+    now = NaiveDateTime.truncate(NaiveDateTime.utc_now(), :second)
+    # Subqueries are not supported in `where` clauses, join gets too complicated.
+    has_read_notifications =
+      from(n in Pleroma.Notification,
+        where: n.seen == true,
+        group_by: n.id,
+        having: max(n.updated_at) > datetime_add(^now, ^negative_inactivity_threshold, "day"),
+        select: n.user_id
+      )
+      |> Pleroma.Repo.all()
+
+    from(u in Pleroma.User,
+      left_join: a in Pleroma.Activity,
+      on: u.ap_id == a.actor,
+      where: not is_nil(u.nickname),
+      where: fragment("not (?->'deactivated' @> 'true')", u.info),
+      where: u.id not in ^has_read_notifications,
+      group_by: u.id,
+      having:
+        max(a.inserted_at) < datetime_add(^now, ^negative_inactivity_threshold, "day") or
+          is_nil(max(a.inserted_at))
+    )
+  end
 end
diff --git a/priv/repo/migrations/20190413085040_add_signin_and_last_digest_dates_to_user.exs b/priv/repo/migrations/20190413085040_add_signin_and_last_digest_dates_to_user.exs
new file mode 100644
index 000000000..4312b171f
--- /dev/null
+++ b/priv/repo/migrations/20190413085040_add_signin_and_last_digest_dates_to_user.exs
@@ -0,0 +1,9 @@
+defmodule Pleroma.Repo.Migrations.AddSigninAndLastDigestDatesToUser do
+  use Ecto.Migration
+
+  def change do
+    alter table(:users) do
+      add(:last_digest_emailed_at, :naive_datetime, default: fragment("now()"))
+    end
+  end
+end
diff --git a/test/user_test.exs b/test/user_test.exs
index d2167a970..ba02997dc 100644
--- a/test/user_test.exs
+++ b/test/user_test.exs
@@ -1167,4 +1167,107 @@ test "follower count is updated when a follower is blocked" do
 
     assert Map.get(user_show, "followers_count") == 2
   end
+
+  describe "list_inactive_users_query/1" do
+    defp days_ago(days) do
+      NaiveDateTime.add(
+        NaiveDateTime.truncate(NaiveDateTime.utc_now(), :second),
+        -days * 60 * 60 * 24,
+        :second
+      )
+    end
+
+    test "Users are inactive by default" do
+      total = 10
+
+      users =
+        Enum.map(1..total, fn _ ->
+          insert(:user, last_digest_emailed_at: days_ago(20), info: %{deactivated: false})
+        end)
+
+      inactive_users_ids =
+        Pleroma.User.list_inactive_users_query()
+        |> Pleroma.Repo.all()
+        |> Enum.map(& &1.id)
+
+      Enum.each(users, fn user ->
+        assert user.id in inactive_users_ids
+      end)
+    end
+
+    test "Only includes users who has no recent activity" do
+      total = 10
+
+      users =
+        Enum.map(1..total, fn _ ->
+          insert(:user, last_digest_emailed_at: days_ago(20), info: %{deactivated: false})
+        end)
+
+      {inactive, active} = Enum.split(users, trunc(total / 2))
+
+      Enum.map(active, fn user ->
+        to = Enum.random(users -- [user])
+
+        {:ok, _} =
+          Pleroma.Web.TwitterAPI.TwitterAPI.create_status(user, %{
+            "status" => "hey @#{to.nickname}"
+          })
+      end)
+
+      inactive_users_ids =
+        Pleroma.User.list_inactive_users_query()
+        |> Pleroma.Repo.all()
+        |> Enum.map(& &1.id)
+
+      Enum.each(active, fn user ->
+        refute user.id in inactive_users_ids
+      end)
+
+      Enum.each(inactive, fn user ->
+        assert user.id in inactive_users_ids
+      end)
+    end
+
+    test "Only includes users with no read notifications" do
+      total = 10
+
+      users =
+        Enum.map(1..total, fn _ ->
+          insert(:user, last_digest_emailed_at: days_ago(20), info: %{deactivated: false})
+        end)
+
+      [sender | recipients] = users
+      {inactive, active} = Enum.split(recipients, trunc(total / 2))
+
+      Enum.each(recipients, fn to ->
+        {:ok, _} =
+          Pleroma.Web.TwitterAPI.TwitterAPI.create_status(sender, %{
+            "status" => "hey @#{to.nickname}"
+          })
+
+        {:ok, _} =
+          Pleroma.Web.TwitterAPI.TwitterAPI.create_status(sender, %{
+            "status" => "hey again @#{to.nickname}"
+          })
+      end)
+
+      Enum.each(active, fn user ->
+        [n1, _n2] = Pleroma.Notification.for_user(user)
+        {:ok, _} = Pleroma.Notification.read_one(user, n1.id)
+      end)
+
+      inactive_users_ids =
+        Pleroma.User.list_inactive_users_query()
+        |> Pleroma.Repo.all()
+        |> Enum.map(& &1.id)
+
+      Enum.each(active, fn user ->
+        refute user.id in inactive_users_ids
+      end)
+
+      Enum.each(inactive, fn user ->
+        assert user.id in inactive_users_ids
+      end)
+    end
+  end
 end

From bc7862106d9881f858a58319e9e4b44cba1bcf01 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Fri, 19 Apr 2019 23:26:41 +0700
Subject: [PATCH 06/66] Fix tests

---
 lib/pleroma/user.ex                   |  1 -
 test/notification_test.exs            | 27 ---------------------------
 test/support/builders/user_builder.ex |  3 ++-
 test/support/factory.ex               |  3 ++-
 4 files changed, 4 insertions(+), 30 deletions(-)

diff --git a/lib/pleroma/user.ex b/lib/pleroma/user.ex
index c67a7b7a1..7053dfaf3 100644
--- a/lib/pleroma/user.ex
+++ b/lib/pleroma/user.ex
@@ -55,7 +55,6 @@ defmodule Pleroma.User do
     field(:tags, {:array, :string}, default: [])
     field(:bookmarks, {:array, :string}, default: [])
     field(:last_refreshed_at, :naive_datetime_usec)
-    field(:current_sign_in_at, :naive_datetime)
     field(:last_digest_emailed_at, :naive_datetime)
     has_many(:notifications, Notification)
     has_many(:registrations, Registration)
diff --git a/test/notification_test.exs b/test/notification_test.exs
index dbc4f48f6..462398d75 100644
--- a/test/notification_test.exs
+++ b/test/notification_test.exs
@@ -6,7 +6,6 @@ defmodule Pleroma.NotificationTest do
   use Pleroma.DataCase
 
   import Pleroma.Factory
-  import Mock
 
   alias Pleroma.Notification
   alias Pleroma.User
@@ -303,32 +302,6 @@ test "it sets all notifications as read up to a specified notification ID" do
       assert n2.seen == true
       assert n3.seen == false
     end
-
-    test "Updates `updated_at` field" do
-      user1 = insert(:user)
-      user2 = insert(:user)
-
-      Enum.each(0..10, fn i ->
-        {:ok, _activity} =
-          TwitterAPI.create_status(user1, %{
-            "status" => "#{i} hi @#{user2.nickname}"
-          })
-      end)
-
-      [notification | _] = Notification.for_user(user2)
-
-      utc_now = NaiveDateTime.utc_now()
-      future = NaiveDateTime.add(utc_now, 5, :second)
-
-      with_mock NaiveDateTime, utc_now: fn -> future end do
-        Notification.set_read_up_to(user2, notification.id)
-
-        Notification.for_user(user2)
-        |> Enum.each(fn notification ->
-          assert notification.updated_at > notification.inserted_at
-        end)
-      end
-    end
   end
 
   describe "for_user_since/2" do
diff --git a/test/support/builders/user_builder.ex b/test/support/builders/user_builder.ex
index f58e1b0ad..6da16f71a 100644
--- a/test/support/builders/user_builder.ex
+++ b/test/support/builders/user_builder.ex
@@ -9,7 +9,8 @@ def build(data \\ %{}) do
       nickname: "testname",
       password_hash: Comeonin.Pbkdf2.hashpwsalt("test"),
       bio: "A tester.",
-      ap_id: "some id"
+      ap_id: "some id",
+      last_digest_emailed_at: NaiveDateTime.truncate(NaiveDateTime.utc_now(), :second)
     }
 
     Map.merge(user, data)
diff --git a/test/support/factory.ex b/test/support/factory.ex
index ea59912cf..0840f31ec 100644
--- a/test/support/factory.ex
+++ b/test/support/factory.ex
@@ -12,7 +12,8 @@ def user_factory do
       nickname: sequence(:nickname, &"nick#{&1}"),
       password_hash: Comeonin.Pbkdf2.hashpwsalt("test"),
       bio: sequence(:bio, &"Tester Number #{&1}"),
-      info: %{}
+      info: %{},
+      last_digest_emailed_at: NaiveDateTime.utc_now()
     }
 
     %{

From 64a2c6a041ca62ad84b1d682ef56fbca45e44de5 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Sat, 20 Apr 2019 19:42:19 +0700
Subject: [PATCH 07/66] Digest emails

---
 config/config.exs                             |  2 +
 lib/mix/tasks/pleroma/instance.ex             |  2 +
 lib/mix/tasks/pleroma/sample_config.eex       |  2 +
 lib/pleroma/application.ex                    | 22 ++++++-
 lib/pleroma/digest_email_worker.ex            | 45 ++++++++++++++
 lib/pleroma/emails/user_email.ex              | 59 ++++++++++++++++++-
 lib/pleroma/jwt.ex                            |  9 +++
 lib/pleroma/quantum_scheduler.ex              |  4 ++
 lib/pleroma/user.ex                           | 36 +++++++++++
 .../web/mailer/subscription_controller.ex     | 18 ++++++
 lib/pleroma/web/router.ex                     |  2 +
 .../web/templates/email/digest.html.eex       | 20 +++++++
 .../web/templates/layout/email.html.eex       | 10 ++++
 .../subscription/unsubscribe_failure.html.eex |  1 +
 .../subscription/unsubscribe_success.html.eex |  1 +
 lib/pleroma/web/views/email_view.ex           |  5 ++
 .../web/views/mailer/subscription_view.ex     |  3 +
 mix.exs                                       |  4 +-
 mix.lock                                      |  2 +
 19 files changed, 243 insertions(+), 4 deletions(-)
 create mode 100644 lib/pleroma/digest_email_worker.ex
 create mode 100644 lib/pleroma/jwt.ex
 create mode 100644 lib/pleroma/quantum_scheduler.ex
 create mode 100644 lib/pleroma/web/mailer/subscription_controller.ex
 create mode 100644 lib/pleroma/web/templates/email/digest.html.eex
 create mode 100644 lib/pleroma/web/templates/layout/email.html.eex
 create mode 100644 lib/pleroma/web/templates/mailer/subscription/unsubscribe_failure.html.eex
 create mode 100644 lib/pleroma/web/templates/mailer/subscription/unsubscribe_success.html.eex
 create mode 100644 lib/pleroma/web/views/email_view.ex
 create mode 100644 lib/pleroma/web/views/mailer/subscription_view.ex

diff --git a/config/config.exs b/config/config.exs
index 25dc91eb1..2663b1ebd 100644
--- a/config/config.exs
+++ b/config/config.exs
@@ -468,6 +468,8 @@
 
 config :pleroma, :email_notifications,
   digest: %{
+    # Globally enable or disable digest emails
+    active: true,
     # When to send digest email, in crontab format (https://en.wikipedia.org/wiki/Cron)
     # 0 0 * * 0 - once a week at midnight on Sunday morning
     schedule: "0 0 * * 0",
diff --git a/lib/mix/tasks/pleroma/instance.ex b/lib/mix/tasks/pleroma/instance.ex
index 6cee8d630..d276df93a 100644
--- a/lib/mix/tasks/pleroma/instance.ex
+++ b/lib/mix/tasks/pleroma/instance.ex
@@ -125,6 +125,7 @@ def run(["gen" | rest]) do
         )
 
       secret = :crypto.strong_rand_bytes(64) |> Base.encode64() |> binary_part(0, 64)
+      jwt_secret = :crypto.strong_rand_bytes(64) |> Base.encode64() |> binary_part(0, 64)
       signing_salt = :crypto.strong_rand_bytes(8) |> Base.encode64() |> binary_part(0, 8)
       {web_push_public_key, web_push_private_key} = :crypto.generate_key(:ecdh, :prime256v1)
 
@@ -142,6 +143,7 @@ def run(["gen" | rest]) do
           dbpass: dbpass,
           version: Pleroma.Mixfile.project() |> Keyword.get(:version),
           secret: secret,
+          jwt_secret: jwt_secret,
           signing_salt: signing_salt,
           web_push_public_key: Base.url_encode64(web_push_public_key, padding: false),
           web_push_private_key: Base.url_encode64(web_push_private_key, padding: false)
diff --git a/lib/mix/tasks/pleroma/sample_config.eex b/lib/mix/tasks/pleroma/sample_config.eex
index 52bd57cb7..ec7d8821e 100644
--- a/lib/mix/tasks/pleroma/sample_config.eex
+++ b/lib/mix/tasks/pleroma/sample_config.eex
@@ -76,3 +76,5 @@ config :web_push_encryption, :vapid_details,
 #  storage_url: "https://swift-endpoint.prodider.com/v1/AUTH_<tenant>/<container>",
 #  object_url: "https://cdn-endpoint.provider.com/<container>"
 #
+
+config :joken, default_signer: "<%= jwt_secret %>"
diff --git a/lib/pleroma/application.ex b/lib/pleroma/application.ex
index eeb415084..76f8d9bcd 100644
--- a/lib/pleroma/application.ex
+++ b/lib/pleroma/application.ex
@@ -105,7 +105,8 @@ def start(_type, _args) do
           id: :cachex_idem
         ),
         worker(Pleroma.FlakeId, []),
-        worker(Pleroma.ScheduledActivityWorker, [])
+        worker(Pleroma.ScheduledActivityWorker, []),
+        worker(Pleroma.QuantumScheduler, [])
       ] ++
         hackney_pool_children() ++
         [
@@ -125,7 +126,9 @@ def start(_type, _args) do
     # See http://elixir-lang.org/docs/stable/elixir/Supervisor.html
     # for other strategies and supported options
     opts = [strategy: :one_for_one, name: Pleroma.Supervisor]
-    Supervisor.start_link(children, opts)
+    result = Supervisor.start_link(children, opts)
+    :ok = after_supervisor_start()
+    result
   end
 
   defp setup_instrumenters do
@@ -183,4 +186,19 @@ defp hackney_pool_children do
       :hackney_pool.child_spec(pool, options)
     end
   end
+
+  defp after_supervisor_start() do
+    with digest_config <- Application.get_env(:pleroma, :email_notifications)[:digest],
+         true <- digest_config[:active],
+         %Crontab.CronExpression{} = schedule <-
+           Crontab.CronExpression.Parser.parse!(digest_config[:schedule]) do
+      Pleroma.QuantumScheduler.new_job()
+      |> Quantum.Job.set_name(:digest_emails)
+      |> Quantum.Job.set_schedule(schedule)
+      |> Quantum.Job.set_task(&Pleroma.DigestEmailWorker.run/0)
+      |> Pleroma.QuantumScheduler.add_job()
+    end
+
+    :ok
+  end
 end
diff --git a/lib/pleroma/digest_email_worker.ex b/lib/pleroma/digest_email_worker.ex
new file mode 100644
index 000000000..fa6067a03
--- /dev/null
+++ b/lib/pleroma/digest_email_worker.ex
@@ -0,0 +1,45 @@
+defmodule Pleroma.DigestEmailWorker do
+  import Ecto.Query
+  require Logger
+
+  # alias Pleroma.User
+
+  def run() do
+    Logger.warn("Running digester")
+    config = Application.get_env(:pleroma, :email_notifications)[:digest]
+    negative_interval = -Map.fetch!(config, :interval)
+    inactivity_threshold = Map.fetch!(config, :inactivity_threshold)
+    inactive_users_query = Pleroma.User.list_inactive_users_query(inactivity_threshold)
+
+    now = NaiveDateTime.truncate(NaiveDateTime.utc_now(), :second)
+
+    from(u in inactive_users_query,
+      where: fragment("? #> '{\"email_notifications\",\"digest\"}' @> 'true'", u.info),
+      where: u.last_digest_emailed_at < datetime_add(^now, ^negative_interval, "day"),
+      select: u
+    )
+    |> Pleroma.Repo.all()
+    |> run(:pre)
+  end
+
+  defp run(v, :pre) do
+    Logger.warn("Running for #{length(v)} users")
+    run(v)
+  end
+
+  defp run([]), do: :ok
+
+  defp run([user | users]) do
+    with %Swoosh.Email{} = email <- Pleroma.Emails.UserEmail.digest_email(user) do
+      Logger.warn("Sending to #{user.nickname}")
+      Pleroma.Emails.Mailer.deliver_async(email)
+    else
+      _ ->
+        Logger.warn("Skipping #{user.nickname}")
+    end
+
+    Pleroma.User.touch_last_digest_emailed_at(user)
+
+    run(users)
+  end
+end
diff --git a/lib/pleroma/emails/user_email.ex b/lib/pleroma/emails/user_email.ex
index 8502a0d0c..64f855112 100644
--- a/lib/pleroma/emails/user_email.ex
+++ b/lib/pleroma/emails/user_email.ex
@@ -5,7 +5,7 @@
 defmodule Pleroma.Emails.UserEmail do
   @moduledoc "User emails"
 
-  import Swoosh.Email
+  use Phoenix.Swoosh, view: Pleroma.Web.EmailView, layout: {Pleroma.Web.LayoutView, :email}
 
   alias Pleroma.Web.Endpoint
   alias Pleroma.Web.Router
@@ -92,4 +92,61 @@ def account_confirmation_email(user) do
     |> subject("#{instance_name()} account confirmation")
     |> html_body(html_body)
   end
+
+  @doc """
+  Email used in digest email notifications
+  Includes Mentions and New Followers data
+  If there are no mentions (even when new followers exist), the function will return nil
+  """
+  @spec digest_email(Pleroma.User.t()) :: Swoosh.Email.t() | nil
+  def digest_email(user) do
+    new_notifications =
+      Pleroma.Notification.for_user_since(user, user.last_digest_emailed_at)
+      |> Enum.reduce(%{followers: [], mentions: []}, fn
+        %{activity: %{data: %{"type" => "Create"}, actor: actor}} = notification, acc ->
+          new_mention = %{data: notification, from: Pleroma.User.get_by_ap_id(actor)}
+          %{acc | mentions: [new_mention | acc.mentions]}
+
+        %{activity: %{data: %{"type" => "Follow"}, actor: actor}} = notification, acc ->
+          new_follower = %{data: notification, from: Pleroma.User.get_by_ap_id(actor)}
+          %{acc | followers: [new_follower | acc.followers]}
+
+        _, acc ->
+          acc
+      end)
+
+    with [_ | _] = mentions <- new_notifications.mentions do
+      html_data = %{
+        instance: instance_name(),
+        user: user,
+        mentions: mentions,
+        followers: new_notifications.followers,
+        unsubscribe_link: unsubscribe_url(user, "digest")
+      }
+
+      new()
+      |> to(recipient(user))
+      |> from(sender())
+      |> subject("Your digest from #{instance_name()}")
+      |> render_body("digest.html", html_data)
+    else
+      _ ->
+        nil
+    end
+  end
+
+  @doc """
+  Generate unsubscribe link for given user and notifications type.
+  The link contains JWT token with the data, and subscription can be modified without
+  authorization.
+  """
+  @spec unsubscribe_url(Pleroma.User.t(), String.t()) :: String.t()
+  def unsubscribe_url(user, notifications_type) do
+    token =
+      %{"sub" => user.id, "act" => %{"unsubscribe" => notifications_type}, "exp" => false}
+      |> Pleroma.JWT.generate_and_sign!()
+      |> Base.encode64()
+
+    Router.Helpers.subscription_url(Pleroma.Web.Endpoint, :unsubscribe, token)
+  end
 end
diff --git a/lib/pleroma/jwt.ex b/lib/pleroma/jwt.ex
new file mode 100644
index 000000000..10102ff5d
--- /dev/null
+++ b/lib/pleroma/jwt.ex
@@ -0,0 +1,9 @@
+defmodule Pleroma.JWT do
+  use Joken.Config
+
+  @impl true
+  def token_config do
+    default_claims(skip: [:aud])
+    |> add_claim("aud", &Pleroma.Web.Endpoint.url/0, &(&1 == Pleroma.Web.Endpoint.url()))
+  end
+end
diff --git a/lib/pleroma/quantum_scheduler.ex b/lib/pleroma/quantum_scheduler.ex
new file mode 100644
index 000000000..9a3df81f6
--- /dev/null
+++ b/lib/pleroma/quantum_scheduler.ex
@@ -0,0 +1,4 @@
+defmodule Pleroma.QuantumScheduler do
+  use Quantum.Scheduler,
+    otp_app: :pleroma
+end
diff --git a/lib/pleroma/user.ex b/lib/pleroma/user.ex
index 7053dfaf3..2509d2366 100644
--- a/lib/pleroma/user.ex
+++ b/lib/pleroma/user.ex
@@ -1484,4 +1484,40 @@ def list_inactive_users_query(inactivity_threshold \\ 7) do
           is_nil(max(a.inserted_at))
     )
   end
+
+  @doc """
+  Enable or disable email notifications for user
+
+  ## Examples
+
+      iex> Pleroma.User.switch_email_notifications(Pleroma.User{info: %{email_notifications: %{"digest" => false}}}, "digest", true)
+      Pleroma.User{info: %{email_notifications: %{"digest" => true}}}
+
+      iex> Pleroma.User.switch_email_notifications(Pleroma.User{info: %{email_notifications: %{"digest" => true}}}, "digest", false)
+      Pleroma.User{info: %{email_notifications: %{"digest" => false}}}
+  """
+  @spec switch_email_notifications(t(), String.t(), boolean()) ::
+          {:ok, t()} | {:error, Ecto.Changeset.t()}
+  def switch_email_notifications(user, type, status) do
+    info = Pleroma.User.Info.update_email_notifications(user.info, %{type => status})
+
+    change(user)
+    |> put_embed(:info, info)
+    |> update_and_set_cache()
+  end
+
+  @doc """
+  Set `last_digest_emailed_at` value for the user to current time
+  """
+  @spec touch_last_digest_emailed_at(t()) :: t()
+  def touch_last_digest_emailed_at(user) do
+    now = NaiveDateTime.truncate(NaiveDateTime.utc_now(), :second)
+
+    {:ok, updated_user} =
+      user
+      |> change(%{last_digest_emailed_at: now})
+      |> update_and_set_cache()
+
+    updated_user
+  end
 end
diff --git a/lib/pleroma/web/mailer/subscription_controller.ex b/lib/pleroma/web/mailer/subscription_controller.ex
new file mode 100644
index 000000000..2334ebacb
--- /dev/null
+++ b/lib/pleroma/web/mailer/subscription_controller.ex
@@ -0,0 +1,18 @@
+defmodule Pleroma.Web.Mailer.SubscriptionController do
+  use Pleroma.Web, :controller
+
+  alias Pleroma.{JWT, Repo, User}
+
+  def unsubscribe(conn, %{"token" => encoded_token}) do
+    with {:ok, token} <- Base.decode64(encoded_token),
+         {:ok, claims} <- JWT.verify_and_validate(token),
+         %{"act" => %{"unsubscribe" => type}, "sub" => uid} <- claims,
+         %User{} = user <- Repo.get(User, uid),
+         {:ok, _user} <- User.switch_email_notifications(user, type, false) do
+      render(conn, "unsubscribe_success.html", email: user.email)
+    else
+      _err ->
+        render(conn, "unsubscribe_failure.html")
+    end
+  end
+end
diff --git a/lib/pleroma/web/router.ex b/lib/pleroma/web/router.ex
index 8b665d61b..09e51e602 100644
--- a/lib/pleroma/web/router.ex
+++ b/lib/pleroma/web/router.ex
@@ -562,6 +562,8 @@ defmodule Pleroma.Web.Router do
     post("/push/hub/:nickname", Websub.WebsubController, :websub_subscription_request)
     get("/push/subscriptions/:id", Websub.WebsubController, :websub_subscription_confirmation)
     post("/push/subscriptions/:id", Websub.WebsubController, :websub_incoming)
+
+    get("/mailer/unsubscribe/:token", Mailer.SubscriptionController, :unsubscribe)
   end
 
   scope "/", Pleroma.Web do
diff --git a/lib/pleroma/web/templates/email/digest.html.eex b/lib/pleroma/web/templates/email/digest.html.eex
new file mode 100644
index 000000000..93c9c884f
--- /dev/null
+++ b/lib/pleroma/web/templates/email/digest.html.eex
@@ -0,0 +1,20 @@
+<h1>Hey <%= @user.nickname %>, here is what you've missed!</h1>
+
+<h2>New Mentions:</h2>
+<ul>
+<%= for %{data: mention, from: from} <- @mentions do %>
+  <li><%= link from.nickname, to: mention.activity.actor %>: <%= raw mention.activity.object.data["content"] %></li>
+<% end %>
+</ul>
+
+<%= if @followers != [] do %>
+<h2><%= length(@followers) %> New Followers:</h2>
+<ul>
+<%= for %{data: follow, from: from} <- @followers do %>
+  <li><%= link from.nickname, to: follow.activity.actor %></li>
+<% end %>
+</ul>
+<% end %>
+
+<p>You have received this email because you have signed up to receive digest emails from <b><%= @instance %></b> Pleroma instance.</p>
+<p>The email address you are subscribed as is <%= @user.email %>. To unsubscribe, please go <%= link "here", to: @unsubscribe_link %>.</p>
\ No newline at end of file
diff --git a/lib/pleroma/web/templates/layout/email.html.eex b/lib/pleroma/web/templates/layout/email.html.eex
new file mode 100644
index 000000000..f6dcd7f0f
--- /dev/null
+++ b/lib/pleroma/web/templates/layout/email.html.eex
@@ -0,0 +1,10 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8">
+    <title><%= @email.subject %></title>
+  </head>
+  <body>
+    <%= render @view_module, @view_template, assigns %>
+  </body>
+</html>
\ No newline at end of file
diff --git a/lib/pleroma/web/templates/mailer/subscription/unsubscribe_failure.html.eex b/lib/pleroma/web/templates/mailer/subscription/unsubscribe_failure.html.eex
new file mode 100644
index 000000000..7b476f02d
--- /dev/null
+++ b/lib/pleroma/web/templates/mailer/subscription/unsubscribe_failure.html.eex
@@ -0,0 +1 @@
+<h1>UNSUBSCRIBE FAILURE</h1>
diff --git a/lib/pleroma/web/templates/mailer/subscription/unsubscribe_success.html.eex b/lib/pleroma/web/templates/mailer/subscription/unsubscribe_success.html.eex
new file mode 100644
index 000000000..6dfa2c185
--- /dev/null
+++ b/lib/pleroma/web/templates/mailer/subscription/unsubscribe_success.html.eex
@@ -0,0 +1 @@
+<h1>UNSUBSCRIBE SUCCESSFUL</h1>
diff --git a/lib/pleroma/web/views/email_view.ex b/lib/pleroma/web/views/email_view.ex
new file mode 100644
index 000000000..b63eb162c
--- /dev/null
+++ b/lib/pleroma/web/views/email_view.ex
@@ -0,0 +1,5 @@
+defmodule Pleroma.Web.EmailView do
+  use Pleroma.Web, :view
+  import Phoenix.HTML
+  import Phoenix.HTML.Link
+end
diff --git a/lib/pleroma/web/views/mailer/subscription_view.ex b/lib/pleroma/web/views/mailer/subscription_view.ex
new file mode 100644
index 000000000..fc3d20816
--- /dev/null
+++ b/lib/pleroma/web/views/mailer/subscription_view.ex
@@ -0,0 +1,3 @@
+defmodule Pleroma.Web.Mailer.SubscriptionView do
+  use Pleroma.Web, :view
+end
diff --git a/mix.exs b/mix.exs
index da2e284f8..6bb105538 100644
--- a/mix.exs
+++ b/mix.exs
@@ -93,6 +93,7 @@ defp deps do
       {:ex_doc, "~> 0.20.2", only: :dev, runtime: false},
       {:web_push_encryption, "~> 0.2.1"},
       {:swoosh, "~> 0.20"},
+      {:phoenix_swoosh, "~> 0.2"},
       {:gen_smtp, "~> 0.13"},
       {:websocket_client, git: "https://github.com/jeremyong/websocket_client.git", only: :test},
       {:floki, "~> 0.20.0"},
@@ -111,7 +112,8 @@ defp deps do
       {:prometheus_process_collector, "~> 1.4"},
       {:recon, github: "ferd/recon", tag: "2.4.0"},
       {:quack, "~> 0.1.1"},
-      {:quantum, "~> 2.3"}
+      {:quantum, "~> 2.3"},
+      {:joken, "~> 2.0"}
     ] ++ oauth_deps
   end
 
diff --git a/mix.lock b/mix.lock
index 6e322240a..73aed012f 100644
--- a/mix.lock
+++ b/mix.lock
@@ -37,6 +37,7 @@
   "httpoison": {:hex, :httpoison, "1.2.0", "2702ed3da5fd7a8130fc34b11965c8cfa21ade2f232c00b42d96d4967c39a3a3", [:mix], [{:hackney, "~> 1.8", [hex: :hackney, repo: "hexpm", optional: false]}], "hexpm"},
   "idna": {:hex, :idna, "6.0.0", "689c46cbcdf3524c44d5f3dde8001f364cd7608a99556d8fbd8239a5798d4c10", [:rebar3], [{:unicode_util_compat, "0.4.1", [hex: :unicode_util_compat, repo: "hexpm", optional: false]}], "hexpm"},
   "jason": {:hex, :jason, "1.1.2", "b03dedea67a99223a2eaf9f1264ce37154564de899fd3d8b9a21b1a6fd64afe7", [:mix], [{:decimal, "~> 1.0", [hex: :decimal, repo: "hexpm", optional: true]}], "hexpm"},
+  "joken": {:hex, :joken, "2.0.1", "ec9ab31bf660f343380da033b3316855197c8d4c6ef597fa3fcb451b326beb14", [:mix], [{:jose, "~> 1.9", [hex: :jose, repo: "hexpm", optional: false]}], "hexpm"},
   "jose": {:hex, :jose, "1.9.0", "4167c5f6d06ffaebffd15cdb8da61a108445ef5e85ab8f5a7ad926fdf3ada154", [:mix, :rebar3], [{:base64url, "~> 0.0.1", [hex: :base64url, repo: "hexpm", optional: false]}], "hexpm"},
   "libring": {:hex, :libring, "1.4.0", "41246ba2f3fbc76b3971f6bce83119dfec1eee17e977a48d8a9cfaaf58c2a8d6", [:mix], [], "hexpm"},
   "makeup": {:hex, :makeup, "0.8.0", "9cf32aea71c7fe0a4b2e9246c2c4978f9070257e5c9ce6d4a28ec450a839b55f", [:mix], [{:nimble_parsec, "~> 0.5.0", [hex: :nimble_parsec, repo: "hexpm", optional: false]}], "hexpm"},
@@ -55,6 +56,7 @@
   "phoenix_ecto": {:hex, :phoenix_ecto, "4.0.0", "c43117a136e7399ea04ecaac73f8f23ee0ffe3e07acfcb8062fe5f4c9f0f6531", [:mix], [{:ecto, "~> 3.0", [hex: :ecto, repo: "hexpm", optional: false]}, {:phoenix_html, "~> 2.9", [hex: :phoenix_html, repo: "hexpm", optional: true]}, {:plug, "~> 1.0", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
   "phoenix_html": {:hex, :phoenix_html, "2.13.2", "f5d27c9b10ce881a60177d2b5227314fc60881e6b66b41dfe3349db6ed06cf57", [:mix], [{:plug, "~> 1.5", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
   "phoenix_pubsub": {:hex, :phoenix_pubsub, "1.1.2", "496c303bdf1b2e98a9d26e89af5bba3ab487ba3a3735f74bf1f4064d2a845a3e", [:mix], [], "hexpm"},
+  "phoenix_swoosh": {:hex, :phoenix_swoosh, "0.2.0", "a7e0b32077cd6d2323ae15198839b05d9caddfa20663fd85787479e81f89520e", [:mix], [{:phoenix, "~> 1.0", [hex: :phoenix, repo: "hexpm", optional: false]}, {:phoenix_html, "~> 2.2", [hex: :phoenix_html, repo: "hexpm", optional: false]}, {:swoosh, "~> 0.1", [hex: :swoosh, repo: "hexpm", optional: false]}], "hexpm"},
   "pleroma_job_queue": {:hex, :pleroma_job_queue, "0.2.0", "879e660aa1cebe8dc6f0aaaa6aa48b4875e89cd961d4a585fd128e0773b31a18", [:mix], [], "hexpm"},
   "plug": {:hex, :plug, "1.7.2", "d7b7db7fbd755e8283b6c0a50be71ec0a3d67d9213d74422d9372effc8e87fd1", [:mix], [{:mime, "~> 1.0", [hex: :mime, repo: "hexpm", optional: false]}, {:plug_crypto, "~> 1.0", [hex: :plug_crypto, repo: "hexpm", optional: false]}], "hexpm"},
   "plug_cowboy": {:hex, :plug_cowboy, "2.0.2", "6055f16868cc4882b24b6e1d63d2bada94fb4978413377a3b32ac16c18dffba2", [:mix], [{:cowboy, "~> 2.5", [hex: :cowboy, repo: "hexpm", optional: false]}, {:plug, "~> 1.7", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},

From 05cdb2f2389376081973d96b32e876d2a032d1f1 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Sat, 20 Apr 2019 19:42:50 +0700
Subject: [PATCH 08/66] Do not track coverage files

---
 .gitignore | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.gitignore b/.gitignore
index 774893b35..8166e65e9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -38,3 +38,5 @@ erl_crash.dump
 
 # Prevent committing docs files
 /priv/static/doc/*
+
+/cover

From 724311e15177a1a97f533f11ff17d8d0146800ef Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Sat, 20 Apr 2019 19:57:43 +0700
Subject: [PATCH 09/66] Fix Credo warnings

---
 lib/pleroma/application.ex                        | 2 +-
 lib/pleroma/digest_email_worker.ex                | 4 ++--
 lib/pleroma/web/mailer/subscription_controller.ex | 4 +++-
 mix.exs                                           | 2 +-
 test/notification_test.exs                        | 2 +-
 5 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/lib/pleroma/application.ex b/lib/pleroma/application.ex
index 76f8d9bcd..299f8807b 100644
--- a/lib/pleroma/application.ex
+++ b/lib/pleroma/application.ex
@@ -187,7 +187,7 @@ defp hackney_pool_children do
     end
   end
 
-  defp after_supervisor_start() do
+  defp after_supervisor_start do
     with digest_config <- Application.get_env(:pleroma, :email_notifications)[:digest],
          true <- digest_config[:active],
          %Crontab.CronExpression{} = schedule <-
diff --git a/lib/pleroma/digest_email_worker.ex b/lib/pleroma/digest_email_worker.ex
index fa6067a03..7be470f5f 100644
--- a/lib/pleroma/digest_email_worker.ex
+++ b/lib/pleroma/digest_email_worker.ex
@@ -4,7 +4,7 @@ defmodule Pleroma.DigestEmailWorker do
 
   # alias Pleroma.User
 
-  def run() do
+  def run do
     Logger.warn("Running digester")
     config = Application.get_env(:pleroma, :email_notifications)[:digest]
     negative_interval = -Map.fetch!(config, :interval)
@@ -14,7 +14,7 @@ def run() do
     now = NaiveDateTime.truncate(NaiveDateTime.utc_now(), :second)
 
     from(u in inactive_users_query,
-      where: fragment("? #> '{\"email_notifications\",\"digest\"}' @> 'true'", u.info),
+      where: fragment(~s(? #> '{"email_notifications","digest"}' @> 'true'), u.info),
       where: u.last_digest_emailed_at < datetime_add(^now, ^negative_interval, "day"),
       select: u
     )
diff --git a/lib/pleroma/web/mailer/subscription_controller.ex b/lib/pleroma/web/mailer/subscription_controller.ex
index 2334ebacb..478a83518 100644
--- a/lib/pleroma/web/mailer/subscription_controller.ex
+++ b/lib/pleroma/web/mailer/subscription_controller.ex
@@ -1,7 +1,9 @@
 defmodule Pleroma.Web.Mailer.SubscriptionController do
   use Pleroma.Web, :controller
 
-  alias Pleroma.{JWT, Repo, User}
+  alias Pleroma.JWT
+  alias Pleroma.Repo
+  alias Pleroma.User
 
   def unsubscribe(conn, %{"token" => encoded_token}) do
     with {:ok, token} <- Base.decode64(encoded_token),
diff --git a/mix.exs b/mix.exs
index 6bb105538..2cdfb1392 100644
--- a/mix.exs
+++ b/mix.exs
@@ -8,7 +8,7 @@ def project do
       elixir: "~> 1.7",
       elixirc_paths: elixirc_paths(Mix.env()),
       compilers: [:phoenix, :gettext] ++ Mix.compilers(),
-      # elixirc_options: [warnings_as_errors: true],
+      elixirc_options: [warnings_as_errors: true],
       xref: [exclude: [:eldap]],
       start_permanent: Mix.env() == :prod,
       aliases: aliases(),
diff --git a/test/notification_test.exs b/test/notification_test.exs
index 462398d75..3bbce8fcf 100644
--- a/test/notification_test.exs
+++ b/test/notification_test.exs
@@ -335,7 +335,7 @@ test "Returns recent notifications" do
       recent_notifications_ids =
         user2
         |> Notification.for_user_since(
-          NaiveDateTime.add(NaiveDateTime.utc_now(), -5 * 86400, :second)
+          NaiveDateTime.add(NaiveDateTime.utc_now(), -5 * 86_400, :second)
         )
         |> Enum.map(& &1.id)
 

From 2359ee38b38de17df4dfe9cbdfe551bb7d9a034d Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Sun, 21 Apr 2019 16:36:25 +0700
Subject: [PATCH 10/66] Set digest emails to false by default

---
 lib/pleroma/user/info.ex                                     | 2 +-
 priv/repo/migrations/20190412052952_add_user_info_fields.exs | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/pleroma/user/info.ex b/lib/pleroma/user/info.ex
index 194dd5581..d827293b8 100644
--- a/lib/pleroma/user/info.ex
+++ b/lib/pleroma/user/info.ex
@@ -42,7 +42,7 @@ defmodule Pleroma.User.Info do
     field(:hide_follows, :boolean, default: false)
     field(:pinned_activities, {:array, :string}, default: [])
     field(:flavour, :string, default: nil)
-    field(:email_notifications, :map, default: %{"digest" => true})
+    field(:email_notifications, :map, default: %{"digest" => false})
 
     field(:notification_settings, :map,
       default: %{"remote" => true, "local" => true, "followers" => true, "follows" => true}
diff --git a/priv/repo/migrations/20190412052952_add_user_info_fields.exs b/priv/repo/migrations/20190412052952_add_user_info_fields.exs
index 203d0fc3b..646c91f32 100644
--- a/priv/repo/migrations/20190412052952_add_user_info_fields.exs
+++ b/priv/repo/migrations/20190412052952_add_user_info_fields.exs
@@ -6,7 +6,7 @@ def up do
     UPDATE users
     SET info = info || '{
       \"email_notifications\": {
-        \"digest\": true
+        \"digest\": false
       }
     }'")
   end

From f1d90ee94206db00025d41b13a2906aa30d748f0 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Sun, 21 Apr 2019 16:40:05 +0700
Subject: [PATCH 11/66] Remove debug code

---
 lib/pleroma/digest_email_worker.ex | 15 +--------------
 1 file changed, 1 insertion(+), 14 deletions(-)

diff --git a/lib/pleroma/digest_email_worker.ex b/lib/pleroma/digest_email_worker.ex
index 7be470f5f..65013f77e 100644
--- a/lib/pleroma/digest_email_worker.ex
+++ b/lib/pleroma/digest_email_worker.ex
@@ -1,11 +1,7 @@
 defmodule Pleroma.DigestEmailWorker do
   import Ecto.Query
-  require Logger
-
-  # alias Pleroma.User
 
   def run do
-    Logger.warn("Running digester")
     config = Application.get_env(:pleroma, :email_notifications)[:digest]
     negative_interval = -Map.fetch!(config, :interval)
     inactivity_threshold = Map.fetch!(config, :inactivity_threshold)
@@ -19,23 +15,14 @@ def run do
       select: u
     )
     |> Pleroma.Repo.all()
-    |> run(:pre)
-  end
-
-  defp run(v, :pre) do
-    Logger.warn("Running for #{length(v)} users")
-    run(v)
+    |> run()
   end
 
   defp run([]), do: :ok
 
   defp run([user | users]) do
     with %Swoosh.Email{} = email <- Pleroma.Emails.UserEmail.digest_email(user) do
-      Logger.warn("Sending to #{user.nickname}")
       Pleroma.Emails.Mailer.deliver_async(email)
-    else
-      _ ->
-        Logger.warn("Skipping #{user.nickname}")
     end
 
     Pleroma.User.touch_last_digest_emailed_at(user)

From b87ad13803df59d88feb736c3d0ff9cf514989d7 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Sun, 21 Apr 2019 19:36:31 +0700
Subject: [PATCH 12/66] Move comments for email_notifications config to docs

---
 config/config.exs |  5 -----
 docs/config.md    | 12 ++++++++++++
 2 files changed, 12 insertions(+), 5 deletions(-)

diff --git a/config/config.exs b/config/config.exs
index 2663b1ebd..b1d506b59 100644
--- a/config/config.exs
+++ b/config/config.exs
@@ -468,14 +468,9 @@
 
 config :pleroma, :email_notifications,
   digest: %{
-    # Globally enable or disable digest emails
     active: true,
-    # When to send digest email, in crontab format (https://en.wikipedia.org/wiki/Cron)
-    # 0 0 * * 0 - once a week at midnight on Sunday morning
     schedule: "0 0 * * 0",
-    # Minimum interval between digest emails to one user
     interval: 7,
-    # Minimum user inactivity threshold
     inactivity_threshold: 7
   }
 
diff --git a/docs/config.md b/docs/config.md
index 5a97033b2..69d389382 100644
--- a/docs/config.md
+++ b/docs/config.md
@@ -435,6 +435,18 @@ Authentication / authorization settings.
 * `oauth_consumer_template`: OAuth consumer mode authentication form template. By default it's `consumer.html` which corresponds to `lib/pleroma/web/templates/o_auth/o_auth/consumer.html.eex`.
 * `oauth_consumer_strategies`: the list of enabled OAuth consumer strategies; by default it's set by OAUTH_CONSUMER_STRATEGIES environment variable.
 
+## :email_notifications
+
+Email notifications settings.
+
+  - digest - emails of "what you've missed" for users who have been
+    inactive for a while.
+    - active: globally enable or disable digest emails
+    - schedule: When to send digest email, in [crontab format](https://en.wikipedia.org/wiki/Cron).
+      "0 0 * * 0" is the default, meaning "once a week at midnight on Sunday morning"
+    - interval: Minimum interval between digest emails to one user
+    - inactivity_threshold: Minimum user inactivity threshold
+
 # OAuth consumer mode
 
 OAuth consumer mode allows sign in / sign up via external OAuth providers (e.g. Twitter, Facebook, Google, Microsoft, etc.).

From 5cee2fe9fea4f0c98acd49a2a288ecd44bce3d1f Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Wed, 29 May 2019 21:31:27 +0300
Subject: [PATCH 13/66] Replace Application.get_env/2 with Pleroma.Config.get/1

---
 lib/pleroma/digest_email_worker.ex | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/pleroma/digest_email_worker.ex b/lib/pleroma/digest_email_worker.ex
index 65013f77e..f7b3d81cd 100644
--- a/lib/pleroma/digest_email_worker.ex
+++ b/lib/pleroma/digest_email_worker.ex
@@ -2,7 +2,7 @@ defmodule Pleroma.DigestEmailWorker do
   import Ecto.Query
 
   def run do
-    config = Application.get_env(:pleroma, :email_notifications)[:digest]
+    config = Pleroma.Config.get([:email_notifications, :digest])
     negative_interval = -Map.fetch!(config, :interval)
     inactivity_threshold = Map.fetch!(config, :inactivity_threshold)
     inactive_users_query = Pleroma.User.list_inactive_users_query(inactivity_threshold)

From 3e1761058711b12fa995f2b43117fb90ca40c9ad Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Tue, 4 Jun 2019 02:48:21 +0300
Subject: [PATCH 14/66] Add task to test emails

---
 lib/mix/tasks/pleroma/digest.ex               | 34 +++++++++++++++
 lib/pleroma/digest_email_worker.ex            |  4 +-
 lib/pleroma/emails/user_email.ex              | 20 +++++++--
 .../web/templates/email/digest.html.eex       |  4 +-
 test/mix/tasks/pleroma.digest_test.exs        | 42 +++++++++++++++++++
 5 files changed, 96 insertions(+), 8 deletions(-)
 create mode 100644 lib/mix/tasks/pleroma/digest.ex
 create mode 100644 test/mix/tasks/pleroma.digest_test.exs

diff --git a/lib/mix/tasks/pleroma/digest.ex b/lib/mix/tasks/pleroma/digest.ex
new file mode 100644
index 000000000..7ac3df5c7
--- /dev/null
+++ b/lib/mix/tasks/pleroma/digest.ex
@@ -0,0 +1,34 @@
+defmodule Mix.Tasks.Pleroma.Digest do
+  use Mix.Task
+  alias Mix.Tasks.Pleroma.Common
+
+  @shortdoc "Manages digest emails"
+  @moduledoc """
+  Manages digest emails
+
+  ## Send digest email since given date (user registration date by default)
+  ignoring user activity status.
+
+  ``mix pleroma.digest test <nickname> <since_date>``
+
+  Example: ``mix pleroma.digest test donaldtheduck 2019-05-20``
+  """
+  def run(["test", nickname | opts]) do
+    Common.start_pleroma()
+
+    user = Pleroma.User.get_by_nickname(nickname)
+
+    last_digest_emailed_at =
+      with [date] <- opts,
+           {:ok, datetime} <- Timex.parse(date, "{YYYY}-{0M}-{0D}") do
+        datetime
+      else
+        _ -> user.inserted_at
+      end
+
+    patched_user = %{user | last_digest_emailed_at: last_digest_emailed_at}
+
+    :ok = Pleroma.DigestEmailWorker.run([patched_user])
+    Mix.shell().info("Digest email have been sent to #{nickname} (#{user.email})")
+  end
+end
diff --git a/lib/pleroma/digest_email_worker.ex b/lib/pleroma/digest_email_worker.ex
index f7b3d81cd..8c28dca18 100644
--- a/lib/pleroma/digest_email_worker.ex
+++ b/lib/pleroma/digest_email_worker.ex
@@ -18,9 +18,9 @@ def run do
     |> run()
   end
 
-  defp run([]), do: :ok
+  def run([]), do: :ok
 
-  defp run([user | users]) do
+  def run([user | users]) do
     with %Swoosh.Email{} = email <- Pleroma.Emails.UserEmail.digest_email(user) do
       Pleroma.Emails.Mailer.deliver_async(email)
     end
diff --git a/lib/pleroma/emails/user_email.ex b/lib/pleroma/emails/user_email.ex
index 64f855112..0ad0aed40 100644
--- a/lib/pleroma/emails/user_email.ex
+++ b/lib/pleroma/emails/user_email.ex
@@ -103,12 +103,24 @@ def digest_email(user) do
     new_notifications =
       Pleroma.Notification.for_user_since(user, user.last_digest_emailed_at)
       |> Enum.reduce(%{followers: [], mentions: []}, fn
-        %{activity: %{data: %{"type" => "Create"}, actor: actor}} = notification, acc ->
-          new_mention = %{data: notification, from: Pleroma.User.get_by_ap_id(actor)}
+        %{activity: %{data: %{"type" => "Create"}, actor: actor} = activity} = notification,
+        acc ->
+          new_mention = %{
+            data: notification,
+            object: Pleroma.Object.normalize(activity),
+            from: Pleroma.User.get_by_ap_id(actor)
+          }
+
           %{acc | mentions: [new_mention | acc.mentions]}
 
-        %{activity: %{data: %{"type" => "Follow"}, actor: actor}} = notification, acc ->
-          new_follower = %{data: notification, from: Pleroma.User.get_by_ap_id(actor)}
+        %{activity: %{data: %{"type" => "Follow"}, actor: actor} = activity} = notification,
+        acc ->
+          new_follower = %{
+            data: notification,
+            object: Pleroma.Object.normalize(activity),
+            from: Pleroma.User.get_by_ap_id(actor)
+          }
+
           %{acc | followers: [new_follower | acc.followers]}
 
         _, acc ->
diff --git a/lib/pleroma/web/templates/email/digest.html.eex b/lib/pleroma/web/templates/email/digest.html.eex
index 93c9c884f..c9dd699fd 100644
--- a/lib/pleroma/web/templates/email/digest.html.eex
+++ b/lib/pleroma/web/templates/email/digest.html.eex
@@ -2,8 +2,8 @@
 
 <h2>New Mentions:</h2>
 <ul>
-<%= for %{data: mention, from: from} <- @mentions do %>
-  <li><%= link from.nickname, to: mention.activity.actor %>: <%= raw mention.activity.object.data["content"] %></li>
+<%= for %{data: mention, object: object, from: from} <- @mentions do %>
+  <li><%= link from.nickname, to: mention.activity.actor %>: <%= raw object.data["content"] %></li>
 <% end %>
 </ul>
 
diff --git a/test/mix/tasks/pleroma.digest_test.exs b/test/mix/tasks/pleroma.digest_test.exs
new file mode 100644
index 000000000..1a54ac35b
--- /dev/null
+++ b/test/mix/tasks/pleroma.digest_test.exs
@@ -0,0 +1,42 @@
+defmodule Mix.Tasks.Pleroma.DigestTest do
+  use Pleroma.DataCase
+
+  import Pleroma.Factory
+  import Swoosh.TestAssertions
+
+  alias Pleroma.Web.CommonAPI
+
+  setup_all do
+    Mix.shell(Mix.Shell.Process)
+
+    on_exit(fn ->
+      Mix.shell(Mix.Shell.IO)
+    end)
+
+    :ok
+  end
+
+  describe "pleroma.digest test" do
+    test "Sends digest to the given user" do
+      user1 = insert(:user)
+      user2 = insert(:user)
+
+      Enum.each(0..10, fn i ->
+        {:ok, _activity} =
+          CommonAPI.post(user1, %{
+            "status" => "hey ##{i} @#{user2.nickname}!"
+          })
+      end)
+
+      Mix.Tasks.Pleroma.Digest.run(["test", user2.nickname])
+
+      assert_email_sent(
+        to: {user2.name, user2.email},
+        html_body: ~r/new mentions:/i
+      )
+
+      assert_received {:mix_shell, :info, [message]}
+      assert message =~ "Digest email have been sent"
+    end
+  end
+end

From bd325132ca337c57f63b6443ae44748d9a422f65 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Tue, 4 Jun 2019 03:07:49 +0300
Subject: [PATCH 15/66] Fix tests

---
 config/test.exs                        | 2 ++
 test/mix/tasks/pleroma.digest_test.exs | 6 +++---
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/config/test.exs b/config/test.exs
index 41cddb9bd..adb874223 100644
--- a/config/test.exs
+++ b/config/test.exs
@@ -67,6 +67,8 @@
 config :pleroma, :database, rum_enabled: rum_enabled
 IO.puts("RUM enabled: #{rum_enabled}")
 
+config :joken, default_signer: "yU8uHKq+yyAkZ11Hx//jcdacWc8yQ1bxAAGrplzB0Zwwjkp35v0RK9SO8WTPr6QZ"
+
 try do
   import_config "test.secret.exs"
 rescue
diff --git a/test/mix/tasks/pleroma.digest_test.exs b/test/mix/tasks/pleroma.digest_test.exs
index 1a54ac35b..3dafe05fe 100644
--- a/test/mix/tasks/pleroma.digest_test.exs
+++ b/test/mix/tasks/pleroma.digest_test.exs
@@ -30,13 +30,13 @@ test "Sends digest to the given user" do
 
       Mix.Tasks.Pleroma.Digest.run(["test", user2.nickname])
 
+      assert_received {:mix_shell, :info, [message]}
+      assert message =~ "Digest email have been sent"
+
       assert_email_sent(
         to: {user2.name, user2.email},
         html_body: ~r/new mentions:/i
       )
-
-      assert_received {:mix_shell, :info, [message]}
-      assert message =~ "Digest email have been sent"
     end
   end
 end

From 7718a215e9b20471169bf2474771a4fe486a3050 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Tue, 4 Jun 2019 03:08:00 +0300
Subject: [PATCH 16/66] Update changelog

---
 CHANGELOG.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2144bbe28..fef10463a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
 ## [unreleased]
 ### Added
+- Digest email for inactive users
 - Optional SSH access mode. (Needs `erlang-ssh` package on some distributions).
 - [MongooseIM](https://github.com/esl/MongooseIM) http authentication support.
 - LDAP authentication
@@ -25,6 +26,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 - Configuration: `notify_email` option
 - Configuration: Media proxy `whitelist` option
 - Configuration: `report_uri` option
+- Configuration: `email_notifications` option
 - Pleroma API: User subscriptions
 - Pleroma API: Healthcheck endpoint
 - Pleroma API: `/api/v1/pleroma/mascot` per-user frontend mascot configuration endpoints

From f6036ce3b9649902ce1c2af819616ad25f0caef1 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@gmail.com>
Date: Tue, 4 Jun 2019 03:38:53 +0300
Subject: [PATCH 17/66] Fix tests

---
 test/mix/tasks/pleroma.digest_test.exs | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/test/mix/tasks/pleroma.digest_test.exs b/test/mix/tasks/pleroma.digest_test.exs
index 3dafe05fe..595f64ed7 100644
--- a/test/mix/tasks/pleroma.digest_test.exs
+++ b/test/mix/tasks/pleroma.digest_test.exs
@@ -28,9 +28,18 @@ test "Sends digest to the given user" do
           })
       end)
 
-      Mix.Tasks.Pleroma.Digest.run(["test", user2.nickname])
+      yesterday =
+        NaiveDateTime.add(
+          NaiveDateTime.truncate(NaiveDateTime.utc_now(), :second),
+          -60 * 60 * 24,
+          :second
+        )
 
-      assert_received {:mix_shell, :info, [message]}
+      {:ok, yesterday_date} = Timex.format(yesterday, "%F", :strftime)
+
+      :ok = Mix.Tasks.Pleroma.Digest.run(["test", user2.nickname, yesterday_date])
+
+      assert_receive {:mix_shell, :info, [message]}
       assert message =~ "Digest email have been sent"
 
       assert_email_sent(

From c0fa0001476a8a45878a0c75125627164497eddf Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@pm.me>
Date: Fri, 7 Jun 2019 01:22:35 +0300
Subject: [PATCH 18/66] Set default config for digest to false

---
 config/config.exs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/config/config.exs b/config/config.exs
index 5a05ee043..509f4b081 100644
--- a/config/config.exs
+++ b/config/config.exs
@@ -494,7 +494,7 @@
 
 config :pleroma, :email_notifications,
   digest: %{
-    active: true,
+    active: false,
     schedule: "0 0 * * 0",
     interval: 7,
     inactivity_threshold: 7

From 0384459ce552c50edb582413808a099086b6495e Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@pm.me>
Date: Fri, 12 Jul 2019 18:16:54 +0300
Subject: [PATCH 19/66] Update mix.lock

---
 mix.lock | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/mix.lock b/mix.lock
index 654972ddd..a09022acb 100644
--- a/mix.lock
+++ b/mix.lock
@@ -35,6 +35,8 @@
   "excoveralls": {:hex, :excoveralls, "0.11.1", "dd677fbdd49114fdbdbf445540ec735808250d56b011077798316505064edb2c", [:mix], [{:hackney, "~> 1.0", [hex: :hackney, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}], "hexpm"},
   "floki": {:hex, :floki, "0.20.4", "be42ac911fece24b4c72f3b5846774b6e61b83fe685c2fc9d62093277fb3bc86", [:mix], [{:html_entities, "~> 0.4.0", [hex: :html_entities, repo: "hexpm", optional: false]}, {:mochiweb, "~> 2.15", [hex: :mochiweb, repo: "hexpm", optional: false]}], "hexpm"},
   "gen_smtp": {:hex, :gen_smtp, "0.14.0", "39846a03522456077c6429b4badfd1d55e5e7d0fdfb65e935b7c5e38549d9202", [:rebar3], [], "hexpm"},
+  "gen_stage": {:hex, :gen_stage, "0.14.2", "6a2a578a510c5bfca8a45e6b27552f613b41cf584b58210f017088d3d17d0b14", [:mix], [], "hexpm"},
+  "gen_state_machine": {:hex, :gen_state_machine, "2.0.5", "9ac15ec6e66acac994cc442dcc2c6f9796cf380ec4b08267223014be1c728a95", [:mix], [], "hexpm"},
   "gettext": {:hex, :gettext, "0.17.0", "abe21542c831887a2b16f4c94556db9c421ab301aee417b7c4fbde7fbdbe01ec", [:mix], [], "hexpm"},
   "hackney": {:hex, :hackney, "1.15.1", "9f8f471c844b8ce395f7b6d8398139e26ddca9ebc171a8b91342ee15a19963f4", [:rebar3], [{:certifi, "2.5.1", [hex: :certifi, repo: "hexpm", optional: false]}, {:idna, "6.0.0", [hex: :idna, repo: "hexpm", optional: false]}, {:metrics, "1.0.1", [hex: :metrics, repo: "hexpm", optional: false]}, {:mimerl, "~>1.1", [hex: :mimerl, repo: "hexpm", optional: false]}, {:ssl_verify_fun, "1.1.4", [hex: :ssl_verify_fun, repo: "hexpm", optional: false]}], "hexpm"},
   "html_entities": {:hex, :html_entities, "0.4.0", "f2fee876858cf6aaa9db608820a3209e45a087c5177332799592142b50e89a6b", [:mix], [], "hexpm"},
@@ -83,6 +85,7 @@
   "ranch": {:hex, :ranch, "1.7.1", "6b1fab51b49196860b733a49c07604465a47bdb78aa10c1c16a3d199f7f8c881", [:rebar3], [], "hexpm"},
   "recon": {:git, "https://github.com/ferd/recon.git", "75d70c7c08926d2f24f1ee6de14ee50fe8a52763", [tag: "2.4.0"]},
   "ssl_verify_fun": {:hex, :ssl_verify_fun, "1.1.4", "f0eafff810d2041e93f915ef59899c923f4568f4585904d010387ed74988e77b", [:make, :mix, :rebar3], [], "hexpm"},
+  "swarm": {:hex, :swarm, "3.4.0", "64f8b30055d74640d2186c66354b33b999438692a91be275bb89cdc7e401f448", [:mix], [{:gen_state_machine, "~> 2.0", [hex: :gen_state_machine, repo: "hexpm", optional: false]}, {:libring, "~> 1.0", [hex: :libring, repo: "hexpm", optional: false]}], "hexpm"},
   "swoosh": {:hex, :swoosh, "0.23.2", "7dda95ff0bf54a2298328d6899c74dae1223777b43563ccebebb4b5d2b61df38", [:mix], [{:cowboy, "~> 1.0.1 or ~> 1.1 or ~> 2.4", [hex: :cowboy, repo: "hexpm", optional: true]}, {:gen_smtp, "~> 0.13", [hex: :gen_smtp, repo: "hexpm", optional: true]}, {:hackney, "~> 1.9", [hex: :hackney, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}, {:mail, "~> 0.2", [hex: :mail, repo: "hexpm", optional: true]}, {:mime, "~> 1.1", [hex: :mime, repo: "hexpm", optional: false]}, {:plug_cowboy, ">= 1.0.0", [hex: :plug_cowboy, repo: "hexpm", optional: true]}], "hexpm"},
   "syslog": {:git, "https://github.com/Vagabond/erlang-syslog.git", "4a6c6f2c996483e86c1320e9553f91d337bcb6aa", [tag: "1.0.5"]},
   "telemetry": {:hex, :telemetry, "0.4.0", "8339bee3fa8b91cb84d14c2935f8ecf399ccd87301ad6da6b71c09553834b2ab", [:rebar3], [], "hexpm"},

From e8fa477793e1395664f79d572800f11994cdd38d Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Sat, 13 Jul 2019 19:17:57 +0300
Subject: [PATCH 20/66] Refactor Follows/Followers counter syncronization

- Actually sync counters in the database instead of info cache (which got
overriden after user update was finished anyway)
- Add following count field to user info
- Set hide_followers/hide_follows for remote users based on http status
codes for the first collection page
---
 config/test.exs                               |  3 +-
 lib/pleroma/object/fetcher.ex                 |  6 ++-
 lib/pleroma/user.ex                           |  4 +-
 lib/pleroma/user/info.ex                      | 13 ++++-
 lib/pleroma/web/activity_pub/activity_pub.ex  | 53 ++++++++++++++++++-
 .../web/activity_pub/transmogrifier.ex        | 27 ----------
 test/web/activity_pub/transmogrifier_test.exs | 28 ----------
 7 files changed, 73 insertions(+), 61 deletions(-)

diff --git a/config/test.exs b/config/test.exs
index 96ecf3592..28eea3b00 100644
--- a/config/test.exs
+++ b/config/test.exs
@@ -29,7 +29,8 @@
   email: "admin@example.com",
   notify_email: "noreply@example.com",
   skip_thread_containment: false,
-  federating: false
+  federating: false,
+  external_user_synchronization: false
 
 # Configure your database
 config :pleroma, Pleroma.Repo,
diff --git a/lib/pleroma/object/fetcher.ex b/lib/pleroma/object/fetcher.ex
index 101c21f96..bc3e7e5bc 100644
--- a/lib/pleroma/object/fetcher.ex
+++ b/lib/pleroma/object/fetcher.ex
@@ -76,7 +76,7 @@ def fetch_object_from_id!(id, options \\ []) do
     end
   end
 
-  def fetch_and_contain_remote_object_from_id(id) do
+  def fetch_and_contain_remote_object_from_id(id) when is_binary(id) do
     Logger.info("Fetching object #{id} via AP")
 
     with true <- String.starts_with?(id, "http"),
@@ -96,4 +96,8 @@ def fetch_and_contain_remote_object_from_id(id) do
         {:error, e}
     end
   end
+
+  def fetch_and_contain_remote_object_from_id(_id) do
+    {:error, "id must be a string"}
+  end
 end
diff --git a/lib/pleroma/user.ex b/lib/pleroma/user.ex
index e5a6c2529..c252e8bff 100644
--- a/lib/pleroma/user.ex
+++ b/lib/pleroma/user.ex
@@ -114,7 +114,9 @@ def ap_following(%User{} = user), do: "#{ap_id(user)}/following"
 
   def user_info(%User{} = user, args \\ %{}) do
     following_count =
-      if args[:following_count], do: args[:following_count], else: following_count(user)
+      if args[:following_count],
+        do: args[:following_count],
+        else: user.info.following_count || following_count(user)
 
     follower_count =
       if args[:follower_count], do: args[:follower_count], else: user.info.follower_count
diff --git a/lib/pleroma/user/info.ex b/lib/pleroma/user/info.ex
index 08e43ff0f..2d8395b73 100644
--- a/lib/pleroma/user/info.ex
+++ b/lib/pleroma/user/info.ex
@@ -16,6 +16,7 @@ defmodule Pleroma.User.Info do
     field(:source_data, :map, default: %{})
     field(:note_count, :integer, default: 0)
     field(:follower_count, :integer, default: 0)
+    field(:following_count, :integer, default: nil)
     field(:locked, :boolean, default: false)
     field(:confirmation_pending, :boolean, default: false)
     field(:confirmation_token, :string, default: nil)
@@ -195,7 +196,11 @@ def remote_user_creation(info, params) do
       :uri,
       :hub,
       :topic,
-      :salmon
+      :salmon,
+      :hide_followers,
+      :hide_follows,
+      :follower_count,
+      :following_count
     ])
   end
 
@@ -206,7 +211,11 @@ def user_upgrade(info, params) do
       :source_data,
       :banner,
       :locked,
-      :magic_key
+      :magic_key,
+      :follower_count,
+      :following_count,
+      :hide_follows,
+      :hide_followers
     ])
   end
 
diff --git a/lib/pleroma/web/activity_pub/activity_pub.ex b/lib/pleroma/web/activity_pub/activity_pub.ex
index a3174a787..0a22fe223 100644
--- a/lib/pleroma/web/activity_pub/activity_pub.ex
+++ b/lib/pleroma/web/activity_pub/activity_pub.ex
@@ -1013,6 +1013,56 @@ defp object_to_user_data(data) do
     {:ok, user_data}
   end
 
+  defp maybe_update_follow_information(data) do
+    with {:enabled, true} <-
+           {:enabled, Pleroma.Config.get([:instance, :external_user_synchronization])},
+         {:ok, following_data} <-
+           Fetcher.fetch_and_contain_remote_object_from_id(data.following_address),
+         following_count <- following_data["totalItems"],
+         hide_follows <- collection_private?(following_data),
+         {:ok, followers_data} <-
+           Fetcher.fetch_and_contain_remote_object_from_id(data.follower_address),
+         followers_count <- followers_data["totalItems"],
+         hide_followers <- collection_private?(followers_data) do
+      info = %{
+        "hide_follows" => hide_follows,
+        "follower_count" => followers_count,
+        "following_count" => following_count,
+        "hide_followers" => hide_followers
+      }
+
+      info = Map.merge(data.info, info)
+      Map.put(data, :info, info)
+    else
+      {:enabled, false} ->
+        data
+
+      e ->
+        Logger.error(
+          "Follower/Following counter update for #{data.ap_id} failed.\n" <> inspect(e)
+        )
+
+        data
+    end
+  end
+
+  defp collection_private?(data) do
+    if is_map(data["first"]) and
+         data["first"]["type"] in ["CollectionPage", "OrderedCollectionPage"] do
+      false
+    else
+      with {:ok, _data} <- Fetcher.fetch_and_contain_remote_object_from_id(data["first"]) do
+        false
+      else
+        {:error, {:ok, %{status: code}}} when code in [401, 403] ->
+          true
+
+        _e ->
+          false
+      end
+    end
+  end
+
   def user_data_from_user_object(data) do
     with {:ok, data} <- MRF.filter(data),
          {:ok, data} <- object_to_user_data(data) do
@@ -1024,7 +1074,8 @@ def user_data_from_user_object(data) do
 
   def fetch_and_prepare_user_from_ap_id(ap_id) do
     with {:ok, data} <- Fetcher.fetch_and_contain_remote_object_from_id(ap_id),
-         {:ok, data} <- user_data_from_user_object(data) do
+         {:ok, data} <- user_data_from_user_object(data),
+         data <- maybe_update_follow_information(data) do
       {:ok, data}
     else
       e -> Logger.error("Could not decode user at fetch #{ap_id}, #{inspect(e)}")
diff --git a/lib/pleroma/web/activity_pub/transmogrifier.ex b/lib/pleroma/web/activity_pub/transmogrifier.ex
index d14490bb5..e34fe6611 100644
--- a/lib/pleroma/web/activity_pub/transmogrifier.ex
+++ b/lib/pleroma/web/activity_pub/transmogrifier.ex
@@ -1087,10 +1087,6 @@ def upgrade_user_from_ap_id(ap_id) do
         PleromaJobQueue.enqueue(:transmogrifier, __MODULE__, [:user_upgrade, user])
       end
 
-      if Pleroma.Config.get([:instance, :external_user_synchronization]) do
-        update_following_followers_counters(user)
-      end
-
       {:ok, user}
     else
       %User{} = user -> {:ok, user}
@@ -1123,27 +1119,4 @@ def maybe_fix_user_object(data) do
     data
     |> maybe_fix_user_url
   end
-
-  def update_following_followers_counters(user) do
-    info = %{}
-
-    following = fetch_counter(user.following_address)
-    info = if following, do: Map.put(info, :following_count, following), else: info
-
-    followers = fetch_counter(user.follower_address)
-    info = if followers, do: Map.put(info, :follower_count, followers), else: info
-
-    User.set_info_cache(user, info)
-  end
-
-  defp fetch_counter(url) do
-    with {:ok, %{body: body, status: code}} when code in 200..299 <-
-           Pleroma.HTTP.get(
-             url,
-             [{:Accept, "application/activity+json"}]
-           ),
-         {:ok, data} <- Jason.decode(body) do
-      data["totalItems"]
-    end
-  end
 end
diff --git a/test/web/activity_pub/transmogrifier_test.exs b/test/web/activity_pub/transmogrifier_test.exs
index b896a532b..6d05138fb 100644
--- a/test/web/activity_pub/transmogrifier_test.exs
+++ b/test/web/activity_pub/transmogrifier_test.exs
@@ -1359,32 +1359,4 @@ test "removes recipient's follower collection from cc", %{user: user} do
       refute recipient.follower_address in fixed_object["to"]
     end
   end
-
-  test "update_following_followers_counters/1" do
-    user1 =
-      insert(:user,
-        local: false,
-        follower_address: "http://localhost:4001/users/masto_closed/followers",
-        following_address: "http://localhost:4001/users/masto_closed/following"
-      )
-
-    user2 =
-      insert(:user,
-        local: false,
-        follower_address: "http://localhost:4001/users/fuser2/followers",
-        following_address: "http://localhost:4001/users/fuser2/following"
-      )
-
-    Transmogrifier.update_following_followers_counters(user1)
-    Transmogrifier.update_following_followers_counters(user2)
-
-    %{follower_count: followers, following_count: following} = User.get_cached_user_info(user1)
-    assert followers == 437
-    assert following == 152
-
-    %{follower_count: followers, following_count: following} = User.get_cached_user_info(user2)
-
-    assert followers == 527
-    assert following == 267
-  end
 end

From e5b850a99115859ceb028c3891f59d5e6ffd5d56 Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Sat, 13 Jul 2019 23:56:10 +0300
Subject: [PATCH 21/66] Refactor fetching follow information to a separate
 function

---
 lib/pleroma/user/info.ex                     |  1 +
 lib/pleroma/web/activity_pub/activity_pub.ex | 51 +++++++++++++-------
 2 files changed, 34 insertions(+), 18 deletions(-)

diff --git a/lib/pleroma/user/info.ex b/lib/pleroma/user/info.ex
index 2d8395b73..67e8801ea 100644
--- a/lib/pleroma/user/info.ex
+++ b/lib/pleroma/user/info.ex
@@ -16,6 +16,7 @@ defmodule Pleroma.User.Info do
     field(:source_data, :map, default: %{})
     field(:note_count, :integer, default: 0)
     field(:follower_count, :integer, default: 0)
+    # Should be filled in only for remote users
     field(:following_count, :integer, default: nil)
     field(:locked, :boolean, default: false)
     field(:confirmation_pending, :boolean, default: false)
diff --git a/lib/pleroma/web/activity_pub/activity_pub.ex b/lib/pleroma/web/activity_pub/activity_pub.ex
index 0a22fe223..eadd335ca 100644
--- a/lib/pleroma/web/activity_pub/activity_pub.ex
+++ b/lib/pleroma/web/activity_pub/activity_pub.ex
@@ -1013,17 +1013,15 @@ defp object_to_user_data(data) do
     {:ok, user_data}
   end
 
-  defp maybe_update_follow_information(data) do
-    with {:enabled, true} <-
-           {:enabled, Pleroma.Config.get([:instance, :external_user_synchronization])},
-         {:ok, following_data} <-
-           Fetcher.fetch_and_contain_remote_object_from_id(data.following_address),
-         following_count <- following_data["totalItems"],
-         hide_follows <- collection_private?(following_data),
+  def fetch_follow_information_for_user(user) do
+    with {:ok, following_data} <-
+           Fetcher.fetch_and_contain_remote_object_from_id(user.following_address),
+         following_count when is_integer(following_count) <- following_data["totalItems"],
+         {:ok, hide_follows} <- collection_private(following_data),
          {:ok, followers_data} <-
-           Fetcher.fetch_and_contain_remote_object_from_id(data.follower_address),
-         followers_count <- followers_data["totalItems"],
-         hide_followers <- collection_private?(followers_data) do
+           Fetcher.fetch_and_contain_remote_object_from_id(user.follower_address),
+         followers_count when is_integer(followers_count) <- followers_data["totalItems"],
+         {:ok, hide_followers} <- collection_private(followers_data) do
       info = %{
         "hide_follows" => hide_follows,
         "follower_count" => followers_count,
@@ -1031,8 +1029,22 @@ defp maybe_update_follow_information(data) do
         "hide_followers" => hide_followers
       }
 
-      info = Map.merge(data.info, info)
-      Map.put(data, :info, info)
+      info = Map.merge(user.info, info)
+      {:ok, Map.put(user, :info, info)}
+    else
+      {:error, _} = e ->
+        e
+
+      e ->
+        {:error, e}
+    end
+  end
+
+  defp maybe_update_follow_information(data) do
+    with {:enabled, true} <-
+           {:enabled, Pleroma.Config.get([:instance, :external_user_synchronization])},
+         {:ok, data} <- fetch_follow_information_for_user(data) do
+      data
     else
       {:enabled, false} ->
         data
@@ -1046,19 +1058,22 @@ defp maybe_update_follow_information(data) do
     end
   end
 
-  defp collection_private?(data) do
+  defp collection_private(data) do
     if is_map(data["first"]) and
          data["first"]["type"] in ["CollectionPage", "OrderedCollectionPage"] do
-      false
+      {:ok, false}
     else
       with {:ok, _data} <- Fetcher.fetch_and_contain_remote_object_from_id(data["first"]) do
-        false
+        {:ok, false}
       else
         {:error, {:ok, %{status: code}}} when code in [401, 403] ->
-          true
+          {:ok, true}
 
-        _e ->
-          false
+        {:error, _} = e ->
+          e
+
+        e ->
+          {:error, e}
       end
     end
   end

From d06d1b751d44802c5c3701f916ae2ce7d3c3be56 Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Sun, 14 Jul 2019 00:21:35 +0300
Subject: [PATCH 22/66] Use atoms when updating user info

---
 lib/pleroma/web/activity_pub/activity_pub.ex   | 16 ++++++++--------
 lib/pleroma/web/activity_pub/transmogrifier.ex |  6 +++---
 2 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/lib/pleroma/web/activity_pub/activity_pub.ex b/lib/pleroma/web/activity_pub/activity_pub.ex
index eadd335ca..df4155d21 100644
--- a/lib/pleroma/web/activity_pub/activity_pub.ex
+++ b/lib/pleroma/web/activity_pub/activity_pub.ex
@@ -986,10 +986,10 @@ defp object_to_user_data(data) do
     user_data = %{
       ap_id: data["id"],
       info: %{
-        "ap_enabled" => true,
-        "source_data" => data,
-        "banner" => banner,
-        "locked" => locked
+        ap_enabled: true,
+        source_data: data,
+        banner: banner,
+        locked: locked
       },
       avatar: avatar,
       name: data["name"],
@@ -1023,10 +1023,10 @@ def fetch_follow_information_for_user(user) do
          followers_count when is_integer(followers_count) <- followers_data["totalItems"],
          {:ok, hide_followers} <- collection_private(followers_data) do
       info = %{
-        "hide_follows" => hide_follows,
-        "follower_count" => followers_count,
-        "following_count" => following_count,
-        "hide_followers" => hide_followers
+        hide_follows: hide_follows,
+        follower_count: followers_count,
+        following_count: following_count,
+        hide_followers: hide_followers
       }
 
       info = Map.merge(user.info, info)
diff --git a/lib/pleroma/web/activity_pub/transmogrifier.ex b/lib/pleroma/web/activity_pub/transmogrifier.ex
index e34fe6611..10b362908 100644
--- a/lib/pleroma/web/activity_pub/transmogrifier.ex
+++ b/lib/pleroma/web/activity_pub/transmogrifier.ex
@@ -609,13 +609,13 @@ def handle_incoming(
     with %User{ap_id: ^actor_id} = actor <- User.get_cached_by_ap_id(object["id"]) do
       {:ok, new_user_data} = ActivityPub.user_data_from_user_object(object)
 
-      banner = new_user_data[:info]["banner"]
-      locked = new_user_data[:info]["locked"] || false
+      banner = new_user_data[:info][:banner]
+      locked = new_user_data[:info][:locked] || false
 
       update_data =
         new_user_data
         |> Map.take([:name, :bio, :avatar])
-        |> Map.put(:info, %{"banner" => banner, "locked" => locked})
+        |> Map.put(:info, %{banner: banner, locked: locked})
 
       actor
       |> User.upgrade_changeset(update_data)

From 183da33e005c8a8e8472350a3b6b36ff6f82d67d Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Sun, 14 Jul 2019 00:56:02 +0300
Subject: [PATCH 23/66] Add tests for fetch_follow_information_for_user and
 check object type when fetching the page

---
 lib/pleroma/web/activity_pub/activity_pub.ex |  3 +-
 test/web/activity_pub/activity_pub_test.exs  | 81 ++++++++++++++++++++
 2 files changed, 83 insertions(+), 1 deletion(-)

diff --git a/lib/pleroma/web/activity_pub/activity_pub.ex b/lib/pleroma/web/activity_pub/activity_pub.ex
index df4155d21..c821ba45f 100644
--- a/lib/pleroma/web/activity_pub/activity_pub.ex
+++ b/lib/pleroma/web/activity_pub/activity_pub.ex
@@ -1063,7 +1063,8 @@ defp collection_private(data) do
          data["first"]["type"] in ["CollectionPage", "OrderedCollectionPage"] do
       {:ok, false}
     else
-      with {:ok, _data} <- Fetcher.fetch_and_contain_remote_object_from_id(data["first"]) do
+      with {:ok, %{"type" => type}} when type in ["CollectionPage", "OrderedCollectionPage"] <-
+             Fetcher.fetch_and_contain_remote_object_from_id(data["first"]) do
         {:ok, false}
       else
         {:error, {:ok, %{status: code}}} when code in [401, 403] ->
diff --git a/test/web/activity_pub/activity_pub_test.exs b/test/web/activity_pub/activity_pub_test.exs
index 59d56f3a7..448ffbf54 100644
--- a/test/web/activity_pub/activity_pub_test.exs
+++ b/test/web/activity_pub/activity_pub_test.exs
@@ -1222,4 +1222,85 @@ test "fetches only public posts for other users" do
       assert result.id == activity.id
     end
   end
+
+  describe "fetch_follow_information_for_user" do
+    test "syncronizes following/followers counters" do
+      user =
+        insert(:user,
+          local: false,
+          follower_address: "http://localhost:4001/users/fuser2/followers",
+          following_address: "http://localhost:4001/users/fuser2/following"
+        )
+
+      {:ok, user} = ActivityPub.fetch_follow_information_for_user(user)
+      assert user.info.follower_count == 527
+      assert user.info.following_count == 267
+    end
+
+    test "detects hidden followers" do
+      mock(fn env ->
+        case env.url do
+          "http://localhost:4001/users/masto_closed/followers?page=1" ->
+            %Tesla.Env{status: 403, body: ""}
+
+          "http://localhost:4001/users/masto_closed/following?page=1" ->
+            %Tesla.Env{
+              status: 200,
+              body:
+                Jason.encode!(%{
+                  "id" => "http://localhost:4001/users/masto_closed/following?page=1",
+                  "type" => "OrderedCollectionPage"
+                })
+            }
+
+          _ ->
+            apply(HttpRequestMock, :request, [env])
+        end
+      end)
+
+      user =
+        insert(:user,
+          local: false,
+          follower_address: "http://localhost:4001/users/masto_closed/followers",
+          following_address: "http://localhost:4001/users/masto_closed/following"
+        )
+
+      {:ok, user} = ActivityPub.fetch_follow_information_for_user(user)
+      assert user.info.hide_followers == true
+      assert user.info.hide_follows == false
+    end
+
+    test "detects hidden follows" do
+      mock(fn env ->
+        case env.url do
+          "http://localhost:4001/users/masto_closed/following?page=1" ->
+            %Tesla.Env{status: 403, body: ""}
+
+          "http://localhost:4001/users/masto_closed/followers?page=1" ->
+            %Tesla.Env{
+              status: 200,
+              body:
+                Jason.encode!(%{
+                  "id" => "http://localhost:4001/users/masto_closed/followers?page=1",
+                  "type" => "OrderedCollectionPage"
+                })
+            }
+
+          _ ->
+            apply(HttpRequestMock, :request, [env])
+        end
+      end)
+
+      user =
+        insert(:user,
+          local: false,
+          follower_address: "http://localhost:4001/users/masto_closed/followers",
+          following_address: "http://localhost:4001/users/masto_closed/following"
+        )
+
+      {:ok, user} = ActivityPub.fetch_follow_information_for_user(user)
+      assert user.info.hide_followers == false
+      assert user.info.hide_follows == true
+    end
+  end
 end

From 0c2dcb4c69ed340d02a4b20a4f341f1d9aaaba38 Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Sun, 14 Jul 2019 01:58:39 +0300
Subject: [PATCH 24/66] Add follow information refetching after
 following/unfollowing

---
 lib/pleroma/user.ex                          | 91 +++++++++++++++-----
 lib/pleroma/user/info.ex                     | 10 +++
 lib/pleroma/web/activity_pub/activity_pub.ex | 21 +++--
 test/web/activity_pub/activity_pub_test.exs  | 18 ++--
 4 files changed, 98 insertions(+), 42 deletions(-)

diff --git a/lib/pleroma/user.ex b/lib/pleroma/user.ex
index c252e8bff..2e9b01205 100644
--- a/lib/pleroma/user.ex
+++ b/lib/pleroma/user.ex
@@ -406,6 +406,8 @@ def follow(%User{} = follower, %User{info: info} = followed) do
 
         {1, [follower]} = Repo.update_all(q, [])
 
+        follower = maybe_update_following_count(follower)
+
         {:ok, _} = update_follower_count(followed)
 
         set_cache(follower)
@@ -425,6 +427,8 @@ def unfollow(%User{} = follower, %User{} = followed) do
 
       {1, [follower]} = Repo.update_all(q, [])
 
+      follower = maybe_update_following_count(follower)
+
       {:ok, followed} = update_follower_count(followed)
 
       set_cache(follower)
@@ -698,32 +702,75 @@ def update_note_count(%User{} = user) do
     |> update_and_set_cache()
   end
 
-  def update_follower_count(%User{} = user) do
-    follower_count_query =
-      User.Query.build(%{followers: user, deactivated: false})
-      |> select([u], %{count: count(u.id)})
+  def maybe_fetch_follow_information(user) do
+    with {:ok, user} <- fetch_follow_information(user) do
+      user
+    else
+      e ->
+        Logger.error(
+          "Follower/Following counter update for #{user.ap_id} failed.\n" <> inspect(e)
+        )
 
-    User
-    |> where(id: ^user.id)
-    |> join(:inner, [u], s in subquery(follower_count_query))
-    |> update([u, s],
-      set: [
-        info:
-          fragment(
-            "jsonb_set(?, '{follower_count}', ?::varchar::jsonb, true)",
-            u.info,
-            s.count
-          )
-      ]
-    )
-    |> select([u], u)
-    |> Repo.update_all([])
-    |> case do
-      {1, [user]} -> set_cache(user)
-      _ -> {:error, user}
+        user
     end
   end
 
+  def fetch_follow_information(user) do
+    with {:ok, info} <- ActivityPub.fetch_follow_information_for_user(user) do
+      info_cng = User.Info.follow_information_update(user.info, info)
+
+      changeset =
+        user
+        |> change()
+        |> put_embed(:info, info_cng)
+
+      update_and_set_cache(changeset)
+    else
+      {:error, _} = e -> e
+      e -> {:error, e}
+    end
+  end
+
+  def update_follower_count(%User{} = user) do
+    unless user.local == false and Pleroma.Config.get([:instance, :external_user_synchronization]) do
+      follower_count_query =
+        User.Query.build(%{followers: user, deactivated: false})
+        |> select([u], %{count: count(u.id)})
+
+      User
+      |> where(id: ^user.id)
+      |> join(:inner, [u], s in subquery(follower_count_query))
+      |> update([u, s],
+        set: [
+          info:
+            fragment(
+              "jsonb_set(?, '{follower_count}', ?::varchar::jsonb, true)",
+              u.info,
+              s.count
+            )
+        ]
+      )
+      |> select([u], u)
+      |> Repo.update_all([])
+      |> case do
+        {1, [user]} -> set_cache(user)
+        _ -> {:error, user}
+      end
+    else
+      {:ok, maybe_fetch_follow_information(user)}
+    end
+  end
+
+  def maybe_update_following_count(%User{local: false} = user) do
+    if Pleroma.Config.get([:instance, :external_user_synchronization]) do
+      {:ok, maybe_fetch_follow_information(user)}
+    else
+      user
+    end
+  end
+
+  def maybe_update_following_count(user), do: user
+
   def remove_duplicated_following(%User{following: following} = user) do
     uniq_following = Enum.uniq(following)
 
diff --git a/lib/pleroma/user/info.ex b/lib/pleroma/user/info.ex
index 67e8801ea..4cc3f2f2c 100644
--- a/lib/pleroma/user/info.ex
+++ b/lib/pleroma/user/info.ex
@@ -330,4 +330,14 @@ def remove_reblog_mute(info, ap_id) do
 
     cast(info, params, [:muted_reblogs])
   end
+
+  def follow_information_update(info, params) do
+    info
+    |> cast(params, [
+      :hide_followers,
+      :hide_follows,
+      :follower_count,
+      :following_count
+    ])
+  end
 end
diff --git a/lib/pleroma/web/activity_pub/activity_pub.ex b/lib/pleroma/web/activity_pub/activity_pub.ex
index c821ba45f..2dd9dbf7f 100644
--- a/lib/pleroma/web/activity_pub/activity_pub.ex
+++ b/lib/pleroma/web/activity_pub/activity_pub.ex
@@ -1022,15 +1022,13 @@ def fetch_follow_information_for_user(user) do
            Fetcher.fetch_and_contain_remote_object_from_id(user.follower_address),
          followers_count when is_integer(followers_count) <- followers_data["totalItems"],
          {:ok, hide_followers} <- collection_private(followers_data) do
-      info = %{
-        hide_follows: hide_follows,
-        follower_count: followers_count,
-        following_count: following_count,
-        hide_followers: hide_followers
-      }
-
-      info = Map.merge(user.info, info)
-      {:ok, Map.put(user, :info, info)}
+      {:ok,
+       %{
+         hide_follows: hide_follows,
+         follower_count: followers_count,
+         following_count: following_count,
+         hide_followers: hide_followers
+       }}
     else
       {:error, _} = e ->
         e
@@ -1043,8 +1041,9 @@ def fetch_follow_information_for_user(user) do
   defp maybe_update_follow_information(data) do
     with {:enabled, true} <-
            {:enabled, Pleroma.Config.get([:instance, :external_user_synchronization])},
-         {:ok, data} <- fetch_follow_information_for_user(data) do
-      data
+         {:ok, info} <- fetch_follow_information_for_user(data) do
+      info = Map.merge(data.info, info)
+      Map.put(data, :info, info)
     else
       {:enabled, false} ->
         data
diff --git a/test/web/activity_pub/activity_pub_test.exs b/test/web/activity_pub/activity_pub_test.exs
index 448ffbf54..24d8493fe 100644
--- a/test/web/activity_pub/activity_pub_test.exs
+++ b/test/web/activity_pub/activity_pub_test.exs
@@ -1232,9 +1232,9 @@ test "syncronizes following/followers counters" do
           following_address: "http://localhost:4001/users/fuser2/following"
         )
 
-      {:ok, user} = ActivityPub.fetch_follow_information_for_user(user)
-      assert user.info.follower_count == 527
-      assert user.info.following_count == 267
+      {:ok, info} = ActivityPub.fetch_follow_information_for_user(user)
+      assert info.follower_count == 527
+      assert info.following_count == 267
     end
 
     test "detects hidden followers" do
@@ -1265,9 +1265,9 @@ test "detects hidden followers" do
           following_address: "http://localhost:4001/users/masto_closed/following"
         )
 
-      {:ok, user} = ActivityPub.fetch_follow_information_for_user(user)
-      assert user.info.hide_followers == true
-      assert user.info.hide_follows == false
+      {:ok, info} = ActivityPub.fetch_follow_information_for_user(user)
+      assert info.hide_followers == true
+      assert info.hide_follows == false
     end
 
     test "detects hidden follows" do
@@ -1298,9 +1298,9 @@ test "detects hidden follows" do
           following_address: "http://localhost:4001/users/masto_closed/following"
         )
 
-      {:ok, user} = ActivityPub.fetch_follow_information_for_user(user)
-      assert user.info.hide_followers == false
-      assert user.info.hide_follows == true
+      {:ok, info} = ActivityPub.fetch_follow_information_for_user(user)
+      assert info.hide_followers == false
+      assert info.hide_follows == true
     end
   end
 end

From 168dc97c37f274b258b04eb7e883640b84259714 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@pm.me>
Date: Sun, 14 Jul 2019 22:04:55 +0300
Subject: [PATCH 25/66] Make opts optional in
 Pleroma.Notification.for_user_query/2

---
 lib/pleroma/notification.ex | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/pleroma/notification.ex b/lib/pleroma/notification.ex
index f680fe049..04bbfa0df 100644
--- a/lib/pleroma/notification.ex
+++ b/lib/pleroma/notification.ex
@@ -33,7 +33,7 @@ def changeset(%Notification{} = notification, attrs) do
     |> cast(attrs, [:seen])
   end
 
-  def for_user_query(user, opts) do
+  def for_user_query(user, opts \\ []) do
     query =
       Notification
       |> where(user_id: ^user.id)

From b052a9d4d0323eb64c0a741a499906659a674244 Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@pm.me>
Date: Sun, 14 Jul 2019 22:32:11 +0300
Subject: [PATCH 26/66] Update DigestEmailWorker to compile and send emails via
 queue

---
 lib/mix/tasks/pleroma/digest.ex    |  2 +-
 lib/pleroma/digest_email_worker.ex | 15 +++++++++------
 2 files changed, 10 insertions(+), 7 deletions(-)

diff --git a/lib/mix/tasks/pleroma/digest.ex b/lib/mix/tasks/pleroma/digest.ex
index 19c4ce71e..81c207e10 100644
--- a/lib/mix/tasks/pleroma/digest.ex
+++ b/lib/mix/tasks/pleroma/digest.ex
@@ -27,7 +27,7 @@ def run(["test", nickname | opts]) do
 
     patched_user = %{user | last_digest_emailed_at: last_digest_emailed_at}
 
-    :ok = Pleroma.DigestEmailWorker.run([patched_user])
+    _user = Pleroma.DigestEmailWorker.perform(patched_user)
     Mix.shell().info("Digest email have been sent to #{nickname} (#{user.email})")
   end
 end
diff --git a/lib/pleroma/digest_email_worker.ex b/lib/pleroma/digest_email_worker.ex
index 8c28dca18..adc24797f 100644
--- a/lib/pleroma/digest_email_worker.ex
+++ b/lib/pleroma/digest_email_worker.ex
@@ -1,6 +1,8 @@
 defmodule Pleroma.DigestEmailWorker do
   import Ecto.Query
 
+  @queue_name :digest_emails
+
   def run do
     config = Pleroma.Config.get([:email_notifications, :digest])
     negative_interval = -Map.fetch!(config, :interval)
@@ -15,18 +17,19 @@ def run do
       select: u
     )
     |> Pleroma.Repo.all()
-    |> run()
+    |> Enum.each(&PleromaJobQueue.enqueue(@queue_name, __MODULE__, [&1]))
   end
 
-  def run([]), do: :ok
-
-  def run([user | users]) do
+  @doc """
+  Send digest email to the given user.
+  Updates `last_digest_emailed_at` field for the user and returns the updated user.
+  """
+  @spec perform(Pleroma.User.t()) :: Pleroma.User.t()
+  def perform(user) do
     with %Swoosh.Email{} = email <- Pleroma.Emails.UserEmail.digest_email(user) do
       Pleroma.Emails.Mailer.deliver_async(email)
     end
 
     Pleroma.User.touch_last_digest_emailed_at(user)
-
-    run(users)
   end
 end

From e7c175c943e9e3f53df76d812c09cfeffdb1c56b Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@pm.me>
Date: Tue, 16 Jul 2019 16:49:50 +0300
Subject: [PATCH 27/66] Use PleromaJobQueue for scheduling

---
 lib/pleroma/application.ex         | 18 ++++++------------
 lib/pleroma/digest_email_worker.ex |  2 +-
 lib/pleroma/quantum_scheduler.ex   |  4 ----
 mix.exs                            |  4 ++--
 mix.lock                           | 11 ++---------
 5 files changed, 11 insertions(+), 28 deletions(-)
 delete mode 100644 lib/pleroma/quantum_scheduler.ex

diff --git a/lib/pleroma/application.ex b/lib/pleroma/application.ex
index 29cd14477..7df6bc9ae 100644
--- a/lib/pleroma/application.ex
+++ b/lib/pleroma/application.ex
@@ -115,10 +115,6 @@ def start(_type, _args) do
         %{
           id: Pleroma.ScheduledActivityWorker,
           start: {Pleroma.ScheduledActivityWorker, :start_link, []}
-        },
-        %{
-          id: Pleroma.QuantumScheduler,
-          start: {Pleroma.QuantumScheduler, :start_link, []}
         }
       ] ++
         hackney_pool_children() ++
@@ -231,14 +227,12 @@ defp hackney_pool_children do
 
   defp after_supervisor_start do
     with digest_config <- Application.get_env(:pleroma, :email_notifications)[:digest],
-         true <- digest_config[:active],
-         %Crontab.CronExpression{} = schedule <-
-           Crontab.CronExpression.Parser.parse!(digest_config[:schedule]) do
-      Pleroma.QuantumScheduler.new_job()
-      |> Quantum.Job.set_name(:digest_emails)
-      |> Quantum.Job.set_schedule(schedule)
-      |> Quantum.Job.set_task(&Pleroma.DigestEmailWorker.run/0)
-      |> Pleroma.QuantumScheduler.add_job()
+         true <- digest_config[:active] do
+      PleromaJobQueue.schedule(
+        digest_config[:schedule],
+        :digest_emails,
+        Pleroma.DigestEmailWorker
+      )
     end
 
     :ok
diff --git a/lib/pleroma/digest_email_worker.ex b/lib/pleroma/digest_email_worker.ex
index adc24797f..18e67d39b 100644
--- a/lib/pleroma/digest_email_worker.ex
+++ b/lib/pleroma/digest_email_worker.ex
@@ -3,7 +3,7 @@ defmodule Pleroma.DigestEmailWorker do
 
   @queue_name :digest_emails
 
-  def run do
+  def perform do
     config = Pleroma.Config.get([:email_notifications, :digest])
     negative_interval = -Map.fetch!(config, :interval)
     inactivity_threshold = Map.fetch!(config, :inactivity_threshold)
diff --git a/lib/pleroma/quantum_scheduler.ex b/lib/pleroma/quantum_scheduler.ex
deleted file mode 100644
index 9a3df81f6..000000000
--- a/lib/pleroma/quantum_scheduler.ex
+++ /dev/null
@@ -1,4 +0,0 @@
-defmodule Pleroma.QuantumScheduler do
-  use Quantum.Scheduler,
-    otp_app: :pleroma
-end
diff --git a/mix.exs b/mix.exs
index a4f468726..25332deb9 100644
--- a/mix.exs
+++ b/mix.exs
@@ -140,7 +140,8 @@ defp deps do
       {:http_signatures,
        git: "https://git.pleroma.social/pleroma/http_signatures.git",
        ref: "9789401987096ead65646b52b5a2ca6bf52fc531"},
-      {:pleroma_job_queue, "~> 0.2.0"},
+      {:pleroma_job_queue,
+       git: "https://git.pleroma.social/pleroma/pleroma_job_queue.git", ref: "0637ccb1"},
       {:telemetry, "~> 0.3"},
       {:prometheus_ex, "~> 3.0"},
       {:prometheus_plugs, "~> 1.1"},
@@ -148,7 +149,6 @@ defp deps do
       {:prometheus_ecto, "~> 1.4"},
       {:recon, github: "ferd/recon", tag: "2.4.0"},
       {:quack, "~> 0.1.1"},
-      {:quantum, "~> 2.3"},
       {:joken, "~> 2.0"},
       {:benchee, "~> 1.0"},
       {:esshd, "~> 0.1.0", runtime: Application.get_env(:esshd, :enabled, false)},
diff --git a/mix.lock b/mix.lock
index 4f1214bca..3621d9c27 100644
--- a/mix.lock
+++ b/mix.lock
@@ -15,7 +15,7 @@
   "cowboy": {:hex, :cowboy, "2.6.3", "99aa50e94e685557cad82e704457336a453d4abcb77839ad22dbe71f311fcc06", [:rebar3], [{:cowlib, "~> 2.7.3", [hex: :cowlib, repo: "hexpm", optional: false]}, {:ranch, "~> 1.7.1", [hex: :ranch, repo: "hexpm", optional: false]}], "hexpm"},
   "cowlib": {:hex, :cowlib, "2.7.3", "a7ffcd0917e6d50b4d5fb28e9e2085a0ceb3c97dea310505f7460ff5ed764ce9", [:rebar3], [], "hexpm"},
   "credo": {:hex, :credo, "0.9.3", "76fa3e9e497ab282e0cf64b98a624aa11da702854c52c82db1bf24e54ab7c97a", [:mix], [{:bunt, "~> 0.2.0", [hex: :bunt, repo: "hexpm", optional: false]}, {:poison, ">= 0.0.0", [hex: :poison, repo: "hexpm", optional: false]}], "hexpm"},
-  "crontab": {:hex, :crontab, "1.1.5", "2c9439506ceb0e9045de75879e994b88d6f0be88bfe017d58cb356c66c4a5482", [:mix], [{:ecto, "~> 1.0 or ~> 2.0 or ~> 3.0", [hex: :ecto, repo: "hexpm", optional: true]}], "hexpm"},
+  "crontab": {:hex, :crontab, "1.1.7", "b9219f0bdc8678b94143655a8f229716c5810c0636a4489f98c0956137e53985", [:mix], [{:ecto, "~> 1.0 or ~> 2.0 or ~> 3.0", [hex: :ecto, repo: "hexpm", optional: true]}], "hexpm"},
   "crypt": {:git, "https://github.com/msantos/crypt", "1f2b58927ab57e72910191a7ebaeff984382a1d3", [ref: "1f2b58927ab57e72910191a7ebaeff984382a1d3"]},
   "db_connection": {:hex, :db_connection, "2.0.6", "bde2f85d047969c5b5800cb8f4b3ed6316c8cb11487afedac4aa5f93fd39abfa", [:mix], [{:connection, "~> 1.0.2", [hex: :connection, repo: "hexpm", optional: false]}], "hexpm"},
   "decimal": {:hex, :decimal, "1.8.0", "ca462e0d885f09a1c5a342dbd7c1dcf27ea63548c65a65e67334f4b61803822e", [:mix], [], "hexpm"},
@@ -35,8 +35,6 @@
   "excoveralls": {:hex, :excoveralls, "0.11.1", "dd677fbdd49114fdbdbf445540ec735808250d56b011077798316505064edb2c", [:mix], [{:hackney, "~> 1.0", [hex: :hackney, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}], "hexpm"},
   "floki": {:hex, :floki, "0.20.4", "be42ac911fece24b4c72f3b5846774b6e61b83fe685c2fc9d62093277fb3bc86", [:mix], [{:html_entities, "~> 0.4.0", [hex: :html_entities, repo: "hexpm", optional: false]}, {:mochiweb, "~> 2.15", [hex: :mochiweb, repo: "hexpm", optional: false]}], "hexpm"},
   "gen_smtp": {:hex, :gen_smtp, "0.14.0", "39846a03522456077c6429b4badfd1d55e5e7d0fdfb65e935b7c5e38549d9202", [:rebar3], [], "hexpm"},
-  "gen_stage": {:hex, :gen_stage, "0.14.2", "6a2a578a510c5bfca8a45e6b27552f613b41cf584b58210f017088d3d17d0b14", [:mix], [], "hexpm"},
-  "gen_state_machine": {:hex, :gen_state_machine, "2.0.5", "9ac15ec6e66acac994cc442dcc2c6f9796cf380ec4b08267223014be1c728a95", [:mix], [], "hexpm"},
   "gettext": {:hex, :gettext, "0.17.0", "abe21542c831887a2b16f4c94556db9c421ab301aee417b7c4fbde7fbdbe01ec", [:mix], [], "hexpm"},
   "hackney": {:hex, :hackney, "1.15.1", "9f8f471c844b8ce395f7b6d8398139e26ddca9ebc171a8b91342ee15a19963f4", [:rebar3], [{:certifi, "2.5.1", [hex: :certifi, repo: "hexpm", optional: false]}, {:idna, "6.0.0", [hex: :idna, repo: "hexpm", optional: false]}, {:metrics, "1.0.1", [hex: :metrics, repo: "hexpm", optional: false]}, {:mimerl, "~>1.1", [hex: :mimerl, repo: "hexpm", optional: false]}, {:ssl_verify_fun, "1.1.4", [hex: :ssl_verify_fun, repo: "hexpm", optional: false]}], "hexpm"},
   "html_entities": {:hex, :html_entities, "0.4.0", "f2fee876858cf6aaa9db608820a3209e45a087c5177332799592142b50e89a6b", [:mix], [], "hexpm"},
@@ -47,7 +45,6 @@
   "jason": {:hex, :jason, "1.1.2", "b03dedea67a99223a2eaf9f1264ce37154564de899fd3d8b9a21b1a6fd64afe7", [:mix], [{:decimal, "~> 1.0", [hex: :decimal, repo: "hexpm", optional: true]}], "hexpm"},
   "joken": {:hex, :joken, "2.0.1", "ec9ab31bf660f343380da033b3316855197c8d4c6ef597fa3fcb451b326beb14", [:mix], [{:jose, "~> 1.9", [hex: :jose, repo: "hexpm", optional: false]}], "hexpm"},
   "jose": {:hex, :jose, "1.9.0", "4167c5f6d06ffaebffd15cdb8da61a108445ef5e85ab8f5a7ad926fdf3ada154", [:mix, :rebar3], [{:base64url, "~> 0.0.1", [hex: :base64url, repo: "hexpm", optional: false]}], "hexpm"},
-  "libring": {:hex, :libring, "1.4.0", "41246ba2f3fbc76b3971f6bce83119dfec1eee17e977a48d8a9cfaaf58c2a8d6", [:mix], [], "hexpm"},
   "makeup": {:hex, :makeup, "0.8.0", "9cf32aea71c7fe0a4b2e9246c2c4978f9070257e5c9ce6d4a28ec450a839b55f", [:mix], [{:nimble_parsec, "~> 0.5.0", [hex: :nimble_parsec, repo: "hexpm", optional: false]}], "hexpm"},
   "makeup_elixir": {:hex, :makeup_elixir, "0.13.0", "be7a477997dcac2e48a9d695ec730b2d22418292675c75aa2d34ba0909dcdeda", [:mix], [{:makeup, "~> 0.8", [hex: :makeup, repo: "hexpm", optional: false]}], "hexpm"},
   "meck": {:hex, :meck, "0.8.13", "ffedb39f99b0b99703b8601c6f17c7f76313ee12de6b646e671e3188401f7866", [:rebar3], [], "hexpm"},
@@ -66,26 +63,22 @@
   "phoenix_html": {:hex, :phoenix_html, "2.13.1", "fa8f034b5328e2dfa0e4131b5569379003f34bc1fafdaa84985b0b9d2f12e68b", [:mix], [{:plug, "~> 1.5", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
   "phoenix_pubsub": {:hex, :phoenix_pubsub, "1.1.2", "496c303bdf1b2e98a9d26e89af5bba3ab487ba3a3735f74bf1f4064d2a845a3e", [:mix], [], "hexpm"},
   "phoenix_swoosh": {:hex, :phoenix_swoosh, "0.2.0", "a7e0b32077cd6d2323ae15198839b05d9caddfa20663fd85787479e81f89520e", [:mix], [{:phoenix, "~> 1.0", [hex: :phoenix, repo: "hexpm", optional: false]}, {:phoenix_html, "~> 2.2", [hex: :phoenix_html, repo: "hexpm", optional: false]}, {:swoosh, "~> 0.1", [hex: :swoosh, repo: "hexpm", optional: false]}], "hexpm"},
-  "pleroma_job_queue": {:hex, :pleroma_job_queue, "0.2.0", "879e660aa1cebe8dc6f0aaaa6aa48b4875e89cd961d4a585fd128e0773b31a18", [:mix], [], "hexpm"},
+  "pleroma_job_queue": {:git, "https://git.pleroma.social/pleroma/pleroma_job_queue.git", "0637ccb163bab951fc8cd8bcfa3e6c10f0cc0c66", [ref: "0637ccb1"]},
   "plug": {:hex, :plug, "1.8.2", "0bcce1daa420f189a6491f3940cc77ea7fb1919761175c9c3b59800d897440fc", [:mix], [{:mime, "~> 1.0", [hex: :mime, repo: "hexpm", optional: false]}, {:plug_crypto, "~> 1.0", [hex: :plug_crypto, repo: "hexpm", optional: false]}, {:telemetry, "~> 0.4", [hex: :telemetry, repo: "hexpm", optional: true]}], "hexpm"},
   "plug_cowboy": {:hex, :plug_cowboy, "2.0.2", "6055f16868cc4882b24b6e1d63d2bada94fb4978413377a3b32ac16c18dffba2", [:mix], [{:cowboy, "~> 2.5", [hex: :cowboy, repo: "hexpm", optional: false]}, {:plug, "~> 1.7", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
   "plug_crypto": {:hex, :plug_crypto, "1.0.0", "18e49317d3fa343f24620ed22795ec29d4a5e602d52d1513ccea0b07d8ea7d4d", [:mix], [], "hexpm"},
   "plug_static_index_html": {:hex, :plug_static_index_html, "1.0.0", "840123d4d3975585133485ea86af73cb2600afd7f2a976f9f5fd8b3808e636a0", [:mix], [{:plug, "~> 1.0", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
   "poison": {:hex, :poison, "3.1.0", "d9eb636610e096f86f25d9a46f35a9facac35609a7591b3be3326e99a0484665", [:mix], [], "hexpm"},
-  "poolboy": {:hex, :poolboy, "1.5.2", "392b007a1693a64540cead79830443abf5762f5d30cf50bc95cb2c1aaafa006b", [:rebar3], [], "hexpm"},
   "postgrex": {:hex, :postgrex, "0.14.3", "5754dee2fdf6e9e508cbf49ab138df964278700b764177e8f3871e658b345a1e", [:mix], [{:connection, "~> 1.0", [hex: :connection, repo: "hexpm", optional: false]}, {:db_connection, "~> 2.0", [hex: :db_connection, repo: "hexpm", optional: false]}, {:decimal, "~> 1.5", [hex: :decimal, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}], "hexpm"},
   "prometheus": {:hex, :prometheus, "4.2.2", "a830e77b79dc6d28183f4db050a7cac926a6c58f1872f9ef94a35cd989aceef8", [:mix, :rebar3], [], "hexpm"},
   "prometheus_ecto": {:hex, :prometheus_ecto, "1.4.1", "6c768ea9654de871e5b32fab2eac348467b3021604ebebbcbd8bcbe806a65ed5", [:mix], [{:ecto, "~> 2.0 or ~> 3.0", [hex: :ecto, repo: "hexpm", optional: false]}, {:prometheus_ex, "~> 1.1 or ~> 2.0 or ~> 3.0", [hex: :prometheus_ex, repo: "hexpm", optional: false]}], "hexpm"},
   "prometheus_ex": {:hex, :prometheus_ex, "3.0.5", "fa58cfd983487fc5ead331e9a3e0aa622c67232b3ec71710ced122c4c453a02f", [:mix], [{:prometheus, "~> 4.0", [hex: :prometheus, repo: "hexpm", optional: false]}], "hexpm"},
   "prometheus_phoenix": {:hex, :prometheus_phoenix, "1.2.1", "964a74dfbc055f781d3a75631e06ce3816a2913976d1df7830283aa3118a797a", [:mix], [{:phoenix, "~> 1.3", [hex: :phoenix, repo: "hexpm", optional: false]}, {:prometheus_ex, "~> 1.3 or ~> 2.0 or ~> 3.0", [hex: :prometheus_ex, repo: "hexpm", optional: false]}], "hexpm"},
   "prometheus_plugs": {:hex, :prometheus_plugs, "1.1.5", "25933d48f8af3a5941dd7b621c889749894d8a1082a6ff7c67cc99dec26377c5", [:mix], [{:accept, "~> 0.1", [hex: :accept, repo: "hexpm", optional: false]}, {:plug, "~> 1.0", [hex: :plug, repo: "hexpm", optional: false]}, {:prometheus_ex, "~> 1.1 or ~> 2.0 or ~> 3.0", [hex: :prometheus_ex, repo: "hexpm", optional: false]}, {:prometheus_process_collector, "~> 1.1", [hex: :prometheus_process_collector, repo: "hexpm", optional: true]}], "hexpm"},
-  "prometheus_process_collector": {:hex, :prometheus_process_collector, "1.4.0", "6dbd39e3165b9ef1c94a7a820e9ffe08479f949dcdd431ed4aaea7b250eebfde", [:rebar3], [{:prometheus, "~> 4.0", [hex: :prometheus, repo: "hexpm", optional: false]}], "hexpm"},
   "quack": {:hex, :quack, "0.1.1", "cca7b4da1a233757fdb44b3334fce80c94785b3ad5a602053b7a002b5a8967bf", [:mix], [{:poison, ">= 1.0.0", [hex: :poison, repo: "hexpm", optional: false]}, {:tesla, "~> 1.2.0", [hex: :tesla, repo: "hexpm", optional: false]}], "hexpm"},
-  "quantum": {:hex, :quantum, "2.3.4", "72a0e8855e2adc101459eac8454787cb74ab4169de6ca50f670e72142d4960e9", [:mix], [{:calendar, "~> 0.17", [hex: :calendar, repo: "hexpm", optional: true]}, {:crontab, "~> 1.1", [hex: :crontab, repo: "hexpm", optional: false]}, {:gen_stage, "~> 0.12", [hex: :gen_stage, repo: "hexpm", optional: false]}, {:swarm, "~> 3.3", [hex: :swarm, repo: "hexpm", optional: false]}, {:timex, "~> 3.1", [hex: :timex, repo: "hexpm", optional: true]}], "hexpm"},
   "ranch": {:hex, :ranch, "1.7.1", "6b1fab51b49196860b733a49c07604465a47bdb78aa10c1c16a3d199f7f8c881", [:rebar3], [], "hexpm"},
   "recon": {:git, "https://github.com/ferd/recon.git", "75d70c7c08926d2f24f1ee6de14ee50fe8a52763", [tag: "2.4.0"]},
   "ssl_verify_fun": {:hex, :ssl_verify_fun, "1.1.4", "f0eafff810d2041e93f915ef59899c923f4568f4585904d010387ed74988e77b", [:make, :mix, :rebar3], [], "hexpm"},
-  "swarm": {:hex, :swarm, "3.4.0", "64f8b30055d74640d2186c66354b33b999438692a91be275bb89cdc7e401f448", [:mix], [{:gen_state_machine, "~> 2.0", [hex: :gen_state_machine, repo: "hexpm", optional: false]}, {:libring, "~> 1.0", [hex: :libring, repo: "hexpm", optional: false]}], "hexpm"},
   "swoosh": {:hex, :swoosh, "0.23.2", "7dda95ff0bf54a2298328d6899c74dae1223777b43563ccebebb4b5d2b61df38", [:mix], [{:cowboy, "~> 1.0.1 or ~> 1.1 or ~> 2.4", [hex: :cowboy, repo: "hexpm", optional: true]}, {:gen_smtp, "~> 0.13", [hex: :gen_smtp, repo: "hexpm", optional: true]}, {:hackney, "~> 1.9", [hex: :hackney, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}, {:mail, "~> 0.2", [hex: :mail, repo: "hexpm", optional: true]}, {:mime, "~> 1.1", [hex: :mime, repo: "hexpm", optional: false]}, {:plug_cowboy, ">= 1.0.0", [hex: :plug_cowboy, repo: "hexpm", optional: true]}], "hexpm"},
   "syslog": {:git, "https://github.com/Vagabond/erlang-syslog.git", "4a6c6f2c996483e86c1320e9553f91d337bcb6aa", [tag: "1.0.5"]},
   "telemetry": {:hex, :telemetry, "0.4.0", "8339bee3fa8b91cb84d14c2935f8ecf399ccd87301ad6da6b71c09553834b2ab", [:rebar3], [], "hexpm"},

From ae4fc58589ac48a0853719e6f83b2559b6de44fb Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@pm.me>
Date: Sat, 20 Jul 2019 01:24:01 +0300
Subject: [PATCH 28/66] Remove flavour from userinfo

---
 lib/pleroma/user/info.ex | 1 -
 1 file changed, 1 deletion(-)

diff --git a/lib/pleroma/user/info.ex b/lib/pleroma/user/info.ex
index ae2f66cf1..60b7a82ab 100644
--- a/lib/pleroma/user/info.ex
+++ b/lib/pleroma/user/info.ex
@@ -43,7 +43,6 @@ defmodule Pleroma.User.Info do
     field(:hide_follows, :boolean, default: false)
     field(:hide_favorites, :boolean, default: true)
     field(:pinned_activities, {:array, :string}, default: [])
-    field(:flavour, :string, default: nil)
     field(:email_notifications, :map, default: %{"digest" => false})
     field(:mascot, :map, default: nil)
     field(:emoji, {:array, :map}, default: [])

From d4ee76ab6355db0bed59b5126fe04d3399561798 Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Sat, 20 Jul 2019 18:52:41 +0000
Subject: [PATCH 29/66] Apply suggestion to lib/pleroma/user.ex

---
 lib/pleroma/user.ex | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/pleroma/user.ex b/lib/pleroma/user.ex
index 2e9b01205..956ec6240 100644
--- a/lib/pleroma/user.ex
+++ b/lib/pleroma/user.ex
@@ -708,7 +708,7 @@ def maybe_fetch_follow_information(user) do
     else
       e ->
         Logger.error(
-          "Follower/Following counter update for #{user.ap_id} failed.\n" <> inspect(e)
+          "Follower/Following counter update for #{user.ap_id} failed.\n#{inspect(e)}"
         )
 
         user

From c3ecaea64dd377b586e3b2a5316e90884ec78fe6 Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Sat, 20 Jul 2019 18:53:00 +0000
Subject: [PATCH 30/66] Apply suggestion to lib/pleroma/object/fetcher.ex

---
 lib/pleroma/object/fetcher.ex | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/lib/pleroma/object/fetcher.ex b/lib/pleroma/object/fetcher.ex
index bc3e7e5bc..1e60d0082 100644
--- a/lib/pleroma/object/fetcher.ex
+++ b/lib/pleroma/object/fetcher.ex
@@ -97,7 +97,8 @@ def fetch_and_contain_remote_object_from_id(id) when is_binary(id) do
     end
   end
 
-  def fetch_and_contain_remote_object_from_id(_id) do
+  def fetch_and_contain_remote_object_from_id(%{"id" => id), do: fetch_and_contain_remote_object_from_id(id)
+  def fetch_and_contain_remote_object_from_id(_id), do: {:error, "id must be a string"}
     {:error, "id must be a string"}
   end
 end

From afc7708dbe00a70be616f00f01b22b0d01b9b61b Mon Sep 17 00:00:00 2001
From: Roman Chvanikov <chvanikoff@pm.me>
Date: Sun, 21 Jul 2019 00:01:58 +0300
Subject: [PATCH 31/66] Fix pleroma_job_queue version

---
 mix.exs  | 3 +--
 mix.lock | 2 +-
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/mix.exs b/mix.exs
index 0eb92bb12..315ac808d 100644
--- a/mix.exs
+++ b/mix.exs
@@ -140,8 +140,7 @@ defp deps do
       {:http_signatures,
        git: "https://git.pleroma.social/pleroma/http_signatures.git",
        ref: "293d77bb6f4a67ac8bde1428735c3b42f22cbb30"},
-      {:pleroma_job_queue,
-       git: "https://git.pleroma.social/pleroma/pleroma_job_queue.git", ref: "0637ccb1"},
+      {:pleroma_job_queue, "~> 0.3"},
       {:telemetry, "~> 0.3"},
       {:prometheus_ex, "~> 3.0"},
       {:prometheus_plugs, "~> 1.1"},
diff --git a/mix.lock b/mix.lock
index d14dcac21..e7c2f25fc 100644
--- a/mix.lock
+++ b/mix.lock
@@ -63,7 +63,7 @@
   "phoenix_html": {:hex, :phoenix_html, "2.13.1", "fa8f034b5328e2dfa0e4131b5569379003f34bc1fafdaa84985b0b9d2f12e68b", [:mix], [{:plug, "~> 1.5", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
   "phoenix_pubsub": {:hex, :phoenix_pubsub, "1.1.2", "496c303bdf1b2e98a9d26e89af5bba3ab487ba3a3735f74bf1f4064d2a845a3e", [:mix], [], "hexpm"},
   "phoenix_swoosh": {:hex, :phoenix_swoosh, "0.2.0", "a7e0b32077cd6d2323ae15198839b05d9caddfa20663fd85787479e81f89520e", [:mix], [{:phoenix, "~> 1.0", [hex: :phoenix, repo: "hexpm", optional: false]}, {:phoenix_html, "~> 2.2", [hex: :phoenix_html, repo: "hexpm", optional: false]}, {:swoosh, "~> 0.1", [hex: :swoosh, repo: "hexpm", optional: false]}], "hexpm"},
-  "pleroma_job_queue": {:git, "https://git.pleroma.social/pleroma/pleroma_job_queue.git", "0637ccb163bab951fc8cd8bcfa3e6c10f0cc0c66", [ref: "0637ccb1"]},
+  "pleroma_job_queue": {:hex, :pleroma_job_queue, "0.3.0", "b84538d621f0c3d6fcc1cff9d5648d3faaf873b8b21b94e6503428a07a48ec47", [:mix], [{:crontab, "~> 1.1", [hex: :crontab, repo: "hexpm", optional: false]}], "hexpm"},
   "plug": {:hex, :plug, "1.8.2", "0bcce1daa420f189a6491f3940cc77ea7fb1919761175c9c3b59800d897440fc", [:mix], [{:mime, "~> 1.0", [hex: :mime, repo: "hexpm", optional: false]}, {:plug_crypto, "~> 1.0", [hex: :plug_crypto, repo: "hexpm", optional: false]}, {:telemetry, "~> 0.4", [hex: :telemetry, repo: "hexpm", optional: true]}], "hexpm"},
   "plug_cowboy": {:hex, :plug_cowboy, "2.0.2", "6055f16868cc4882b24b6e1d63d2bada94fb4978413377a3b32ac16c18dffba2", [:mix], [{:cowboy, "~> 2.5", [hex: :cowboy, repo: "hexpm", optional: false]}, {:plug, "~> 1.7", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm"},
   "plug_crypto": {:hex, :plug_crypto, "1.0.0", "18e49317d3fa343f24620ed22795ec29d4a5e602d52d1513ccea0b07d8ea7d4d", [:mix], [], "hexpm"},

From f42719506c539a4058c52d3a6e4a828948ac74ce Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Wed, 31 Jul 2019 14:20:34 +0300
Subject: [PATCH 32/66] Fix credo issues

---
 lib/pleroma/user.ex | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/pleroma/user.ex b/lib/pleroma/user.ex
index fd1c0a544..7acf1e53c 100644
--- a/lib/pleroma/user.ex
+++ b/lib/pleroma/user.ex
@@ -741,7 +741,7 @@ def fetch_follow_information(user) do
   end
 
   def update_follower_count(%User{} = user) do
-    unless user.local == false and Pleroma.Config.get([:instance, :external_user_synchronization]) do
+    unless !user.local and Pleroma.Config.get([:instance, :external_user_synchronization]) do
       follower_count_query =
         User.Query.build(%{followers: user, deactivated: false})
         |> select([u], %{count: count(u.id)})

From 301ea0dc0466371032f44f3e936d1b951ed9784c Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Wed, 31 Jul 2019 19:37:55 +0300
Subject: [PATCH 33/66] Add tests for counters being updated on follow

---
 lib/pleroma/user.ex                           |  2 +-
 .../masto_closed_followers_page.json          |  1 +
 .../masto_closed_following_page.json          |  1 +
 test/support/http_request_mock.ex             | 16 ++++
 test/user_test.exs                            | 74 +++++++++++++++++++
 test/web/activity_pub/activity_pub_test.exs   | 20 -----
 6 files changed, 93 insertions(+), 21 deletions(-)
 create mode 100644 test/fixtures/users_mock/masto_closed_followers_page.json
 create mode 100644 test/fixtures/users_mock/masto_closed_following_page.json

diff --git a/lib/pleroma/user.ex b/lib/pleroma/user.ex
index 7acf1e53c..69835f3dd 100644
--- a/lib/pleroma/user.ex
+++ b/lib/pleroma/user.ex
@@ -741,7 +741,7 @@ def fetch_follow_information(user) do
   end
 
   def update_follower_count(%User{} = user) do
-    unless !user.local and Pleroma.Config.get([:instance, :external_user_synchronization]) do
+    if user.local or !Pleroma.Config.get([:instance, :external_user_synchronization]) do
       follower_count_query =
         User.Query.build(%{followers: user, deactivated: false})
         |> select([u], %{count: count(u.id)})
diff --git a/test/fixtures/users_mock/masto_closed_followers_page.json b/test/fixtures/users_mock/masto_closed_followers_page.json
new file mode 100644
index 000000000..04ab0c4d3
--- /dev/null
+++ b/test/fixtures/users_mock/masto_closed_followers_page.json
@@ -0,0 +1 @@
+{"@context":"https://www.w3.org/ns/activitystreams","id":"http://localhost:4001/users/masto_closed/followers?page=1","type":"OrderedCollectionPage","totalItems":437,"next":"http://localhost:4001/users/masto_closed/followers?page=2","partOf":"http://localhost:4001/users/masto_closed/followers","orderedItems":["https://testing.uguu.ltd/users/rin","https://patch.cx/users/rin","https://letsalllovela.in/users/xoxo","https://pleroma.site/users/crushv","https://aria.company/users/boris","https://kawen.space/users/crushv","https://freespeech.host/users/cvcvcv","https://pleroma.site/users/picpub","https://pixelfed.social/users/nosleep","https://boopsnoot.gq/users/5c1896d162f7d337f90492a3","https://pikachu.rocks/users/waifu","https://royal.crablettesare.life/users/crablettes"]}
diff --git a/test/fixtures/users_mock/masto_closed_following_page.json b/test/fixtures/users_mock/masto_closed_following_page.json
new file mode 100644
index 000000000..8d8324699
--- /dev/null
+++ b/test/fixtures/users_mock/masto_closed_following_page.json
@@ -0,0 +1 @@
+{"@context":"https://www.w3.org/ns/activitystreams","id":"http://localhost:4001/users/masto_closed/following?page=1","type":"OrderedCollectionPage","totalItems":152,"next":"http://localhost:4001/users/masto_closed/following?page=2","partOf":"http://localhost:4001/users/masto_closed/following","orderedItems":["https://testing.uguu.ltd/users/rin","https://patch.cx/users/rin","https://letsalllovela.in/users/xoxo","https://pleroma.site/users/crushv","https://aria.company/users/boris","https://kawen.space/users/crushv","https://freespeech.host/users/cvcvcv","https://pleroma.site/users/picpub","https://pixelfed.social/users/nosleep","https://boopsnoot.gq/users/5c1896d162f7d337f90492a3","https://pikachu.rocks/users/waifu","https://royal.crablettesare.life/users/crablettes"]}
diff --git a/test/support/http_request_mock.ex b/test/support/http_request_mock.ex
index 2ed5f5042..bdfe43b28 100644
--- a/test/support/http_request_mock.ex
+++ b/test/support/http_request_mock.ex
@@ -792,6 +792,14 @@ def get("http://localhost:4001/users/masto_closed/followers", _, _, _) do
      }}
   end
 
+  def get("http://localhost:4001/users/masto_closed/followers?page=1", _, _, _) do
+    {:ok,
+     %Tesla.Env{
+       status: 200,
+       body: File.read!("test/fixtures/users_mock/masto_closed_followers_page.json")
+     }}
+  end
+
   def get("http://localhost:4001/users/masto_closed/following", _, _, _) do
     {:ok,
      %Tesla.Env{
@@ -800,6 +808,14 @@ def get("http://localhost:4001/users/masto_closed/following", _, _, _) do
      }}
   end
 
+  def get("http://localhost:4001/users/masto_closed/following?page=1", _, _, _) do
+    {:ok,
+     %Tesla.Env{
+       status: 200,
+       body: File.read!("test/fixtures/users_mock/masto_closed_following_page.json")
+     }}
+  end
+
   def get("http://localhost:4001/users/fuser2/followers", _, _, _) do
     {:ok,
      %Tesla.Env{
diff --git a/test/user_test.exs b/test/user_test.exs
index 556df45fd..7ec241c25 100644
--- a/test/user_test.exs
+++ b/test/user_test.exs
@@ -1393,4 +1393,78 @@ test "performs update cache if user updated" do
       assert %User{bio: "test-bio"} = User.get_cached_by_ap_id(user.ap_id)
     end
   end
+
+  describe "following/followers synchronization" do
+    setup do
+      sync = Pleroma.Config.get([:instance, :external_user_synchronization])
+      on_exit(fn -> Pleroma.Config.put([:instance, :external_user_synchronization], sync) end)
+    end
+
+    test "updates the counters normally on following/getting a follow when disabled" do
+      Pleroma.Config.put([:instance, :external_user_synchronization], false)
+      user = insert(:user)
+
+      other_user =
+        insert(:user,
+          local: false,
+          follower_address: "http://localhost:4001/users/masto_closed/followers",
+          following_address: "http://localhost:4001/users/masto_closed/following",
+          info: %{ap_enabled: true}
+        )
+
+      assert User.user_info(other_user).following_count == 0
+      assert User.user_info(other_user).follower_count == 0
+
+      {:ok, user} = Pleroma.User.follow(user, other_user)
+      other_user = Pleroma.User.get_by_id(other_user.id)
+
+      assert User.user_info(user).following_count == 1
+      assert User.user_info(other_user).follower_count == 1
+    end
+
+    test "syncronizes the counters with the remote instance for the followed when enabled" do
+      Pleroma.Config.put([:instance, :external_user_synchronization], false)
+
+      user = insert(:user)
+
+      other_user =
+        insert(:user,
+          local: false,
+          follower_address: "http://localhost:4001/users/masto_closed/followers",
+          following_address: "http://localhost:4001/users/masto_closed/following",
+          info: %{ap_enabled: true}
+        )
+
+      assert User.user_info(other_user).following_count == 0
+      assert User.user_info(other_user).follower_count == 0
+
+      Pleroma.Config.put([:instance, :external_user_synchronization], true)
+      {:ok, _user} = User.follow(user, other_user)
+      other_user = User.get_by_id(other_user.id)
+
+      assert User.user_info(other_user).follower_count == 437
+    end
+
+    test "syncronizes the counters with the remote instance for the follower when enabled" do
+      Pleroma.Config.put([:instance, :external_user_synchronization], false)
+
+      user = insert(:user)
+
+      other_user =
+        insert(:user,
+          local: false,
+          follower_address: "http://localhost:4001/users/masto_closed/followers",
+          following_address: "http://localhost:4001/users/masto_closed/following",
+          info: %{ap_enabled: true}
+        )
+
+      assert User.user_info(other_user).following_count == 0
+      assert User.user_info(other_user).follower_count == 0
+
+      Pleroma.Config.put([:instance, :external_user_synchronization], true)
+      {:ok, other_user} = User.follow(other_user, user)
+
+      assert User.user_info(other_user).following_count == 152
+    end
+  end
 end
diff --git a/test/web/activity_pub/activity_pub_test.exs b/test/web/activity_pub/activity_pub_test.exs
index 853c93ab5..3d9a678dd 100644
--- a/test/web/activity_pub/activity_pub_test.exs
+++ b/test/web/activity_pub/activity_pub_test.exs
@@ -1149,16 +1149,6 @@ test "detects hidden followers" do
           "http://localhost:4001/users/masto_closed/followers?page=1" ->
             %Tesla.Env{status: 403, body: ""}
 
-          "http://localhost:4001/users/masto_closed/following?page=1" ->
-            %Tesla.Env{
-              status: 200,
-              body:
-                Jason.encode!(%{
-                  "id" => "http://localhost:4001/users/masto_closed/following?page=1",
-                  "type" => "OrderedCollectionPage"
-                })
-            }
-
           _ ->
             apply(HttpRequestMock, :request, [env])
         end
@@ -1182,16 +1172,6 @@ test "detects hidden follows" do
           "http://localhost:4001/users/masto_closed/following?page=1" ->
             %Tesla.Env{status: 403, body: ""}
 
-          "http://localhost:4001/users/masto_closed/followers?page=1" ->
-            %Tesla.Env{
-              status: 200,
-              body:
-                Jason.encode!(%{
-                  "id" => "http://localhost:4001/users/masto_closed/followers?page=1",
-                  "type" => "OrderedCollectionPage"
-                })
-            }
-
           _ ->
             apply(HttpRequestMock, :request, [env])
         end

From f98235f2adfff290d95c7353c63225c07e5f86ff Mon Sep 17 00:00:00 2001
From: Egor Kislitsyn <egor@kislitsyn.com>
Date: Thu, 1 Aug 2019 16:33:36 +0700
Subject: [PATCH 34/66] Clean up tests output

---
 test/web/admin_api/admin_api_controller_test.exs | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/test/web/admin_api/admin_api_controller_test.exs b/test/web/admin_api/admin_api_controller_test.exs
index 824ad23e6..f61499a22 100644
--- a/test/web/admin_api/admin_api_controller_test.exs
+++ b/test/web/admin_api/admin_api_controller_test.exs
@@ -1922,7 +1922,10 @@ test "queues key as atom", %{conn: conn} do
 
       temp_file = "config/test.exported_from_db.secret.exs"
 
+      Mix.shell(Mix.Shell.Quiet)
+
       on_exit(fn ->
+        Mix.shell(Mix.Shell.IO)
         :ok = File.rm(temp_file)
       end)
 

From 81412240e6e6ca60a7fcece5eff056722d868d2e Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Thu, 1 Aug 2019 14:15:18 +0300
Subject: [PATCH 35/66] Fix Invalid SemVer version generation

when the current branch does not have commits ahead of tag/checked out on a tag
---
 CHANGELOG.md |  1 +
 mix.exs      | 23 ++++++++++++++++++-----
 2 files changed, 19 insertions(+), 5 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index bd64b2259..6fdc432ef 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -34,6 +34,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 - ActivityPub S2S: sharedInbox usage has been mostly aligned with the rules in the AP specification.
 - ActivityPub S2S: remote user deletions now work the same as local user deletions.
 - Not being able to access the Mastodon FE login page on private instances
+- Invalid SemVer version generation, when the current branch does not have commits ahead of tag/checked out on a tag
 
 ### Added
 - MRF: Support for priming the mediaproxy cache (`Pleroma.Web.ActivityPub.MRF.MediaProxyWarmingPolicy`)
diff --git a/mix.exs b/mix.exs
index 2a8fe2e9d..dfff53d57 100644
--- a/mix.exs
+++ b/mix.exs
@@ -190,12 +190,13 @@ defp version(version) do
            tag = String.trim(tag),
            {describe, 0} <- System.cmd("git", ["describe", "--tags", "--abbrev=8"]),
            describe = String.trim(describe),
-           ahead <- String.replace(describe, tag, "") do
+           ahead <- String.replace(describe, tag, ""),
+           ahead <- String.trim_leading(ahead, "-") do
         {String.replace_prefix(tag, "v", ""), if(ahead != "", do: String.trim(ahead))}
       else
         _ ->
           {commit_hash, 0} = System.cmd("git", ["rev-parse", "--short", "HEAD"])
-          {nil, "-0-g" <> String.trim(commit_hash)}
+          {nil, "0-g" <> String.trim(commit_hash)}
       end
 
     if git_tag && version != git_tag do
@@ -207,14 +208,15 @@ defp version(version) do
     # Branch name as pre-release version component, denoted with a dot
     branch_name =
       with {branch_name, 0} <- System.cmd("git", ["rev-parse", "--abbrev-ref", "HEAD"]),
+           branch_name <- String.trim(branch_name),
            branch_name <- System.get_env("PLEROMA_BUILD_BRANCH") || branch_name,
-           true <- branch_name != "master" do
+           true <- branch_name not in ["master", "HEAD"] do
         branch_name =
           branch_name
           |> String.trim()
           |> String.replace(identifier_filter, "-")
 
-        "." <> branch_name
+        branch_name
       end
 
     build_name =
@@ -234,6 +236,17 @@ defp version(version) do
         env_override -> env_override
       end
 
+    # Pre-release version, denoted by appending a hyphen
+    # and a series of dot separated identifiers
+    pre_release =
+      [git_pre_release, branch_name]
+      |> Enum.filter(fn string -> string && string != "" end)
+      |> Enum.join(".")
+      |> (fn
+            "" -> nil
+            string -> "-" <> String.replace(string, identifier_filter, "-")
+          end).()
+
     # Build metadata, denoted with a plus sign
     build_metadata =
       [build_name, env_name]
@@ -244,7 +257,7 @@ defp version(version) do
             string -> "+" <> String.replace(string, identifier_filter, "-")
           end).()
 
-    [version, git_pre_release, branch_name, build_metadata]
+    [version, pre_release, build_metadata]
     |> Enum.filter(fn string -> string && string != "" end)
     |> Enum.join()
   end

From d93d7779151c811e991e99098e64c1da2c783d68 Mon Sep 17 00:00:00 2001
From: feld <feld@feld.me>
Date: Fri, 2 Aug 2019 17:07:09 +0000
Subject: [PATCH 36/66] Fix/mediaproxy whitelist base url

---
 CHANGELOG.md                                  |  1 +
 lib/pleroma/web/media_proxy/media_proxy.ex    | 14 ++++-
 .../mastodon_api_controller_test.exs          | 34 -----------
 test/web/media_proxy/media_proxy_test.exs     | 58 ++++++++++++-------
 4 files changed, 51 insertions(+), 56 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6fdc432ef..4fa9ffd9b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -35,6 +35,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 - ActivityPub S2S: remote user deletions now work the same as local user deletions.
 - Not being able to access the Mastodon FE login page on private instances
 - Invalid SemVer version generation, when the current branch does not have commits ahead of tag/checked out on a tag
+- Pleroma.Upload base_url was not automatically whitelisted by MediaProxy. Now your custom CDN or file hosting will be accessed directly as expected.
 
 ### Added
 - MRF: Support for priming the mediaproxy cache (`Pleroma.Web.ActivityPub.MRF.MediaProxyWarmingPolicy`)
diff --git a/lib/pleroma/web/media_proxy/media_proxy.ex b/lib/pleroma/web/media_proxy/media_proxy.ex
index a661e9bb7..1725ab071 100644
--- a/lib/pleroma/web/media_proxy/media_proxy.ex
+++ b/lib/pleroma/web/media_proxy/media_proxy.ex
@@ -4,6 +4,7 @@
 
 defmodule Pleroma.Web.MediaProxy do
   alias Pleroma.Config
+  alias Pleroma.Upload
   alias Pleroma.Web
 
   @base64_opts [padding: false]
@@ -26,7 +27,18 @@ defp local?(url), do: String.starts_with?(url, Pleroma.Web.base_url())
   defp whitelisted?(url) do
     %{host: domain} = URI.parse(url)
 
-    Enum.any?(Config.get([:media_proxy, :whitelist]), fn pattern ->
+    mediaproxy_whitelist = Config.get([:media_proxy, :whitelist])
+
+    upload_base_url_domain =
+      if !is_nil(Config.get([Upload, :base_url])) do
+        [URI.parse(Config.get([Upload, :base_url])).host]
+      else
+        []
+      end
+
+    whitelist = mediaproxy_whitelist ++ upload_base_url_domain
+
+    Enum.any?(whitelist, fn pattern ->
       String.equivalent?(domain, pattern)
     end)
   end
diff --git a/test/web/mastodon_api/mastodon_api_controller_test.exs b/test/web/mastodon_api/mastodon_api_controller_test.exs
index 66016c886..e49c4cc22 100644
--- a/test/web/mastodon_api/mastodon_api_controller_test.exs
+++ b/test/web/mastodon_api/mastodon_api_controller_test.exs
@@ -1671,40 +1671,6 @@ test "returns uploaded image", %{conn: conn, image: image} do
       object = Repo.get(Object, media["id"])
       assert object.data["actor"] == User.ap_id(conn.assigns[:user])
     end
-
-    test "returns proxied url when media proxy is enabled", %{conn: conn, image: image} do
-      Pleroma.Config.put([Pleroma.Upload, :base_url], "https://media.pleroma.social")
-
-      proxy_url = "https://cache.pleroma.social"
-      Pleroma.Config.put([:media_proxy, :enabled], true)
-      Pleroma.Config.put([:media_proxy, :base_url], proxy_url)
-
-      media =
-        conn
-        |> post("/api/v1/media", %{"file" => image})
-        |> json_response(:ok)
-
-      assert String.starts_with?(media["url"], proxy_url)
-    end
-
-    test "returns media url when proxy is enabled but media url is whitelisted", %{
-      conn: conn,
-      image: image
-    } do
-      media_url = "https://media.pleroma.social"
-      Pleroma.Config.put([Pleroma.Upload, :base_url], media_url)
-
-      Pleroma.Config.put([:media_proxy, :enabled], true)
-      Pleroma.Config.put([:media_proxy, :base_url], "https://cache.pleroma.social")
-      Pleroma.Config.put([:media_proxy, :whitelist], ["media.pleroma.social"])
-
-      media =
-        conn
-        |> post("/api/v1/media", %{"file" => image})
-        |> json_response(:ok)
-
-      assert String.starts_with?(media["url"], media_url)
-    end
   end
 
   describe "locked accounts" do
diff --git a/test/web/media_proxy/media_proxy_test.exs b/test/web/media_proxy/media_proxy_test.exs
index edbbf9b66..0c94755df 100644
--- a/test/web/media_proxy/media_proxy_test.exs
+++ b/test/web/media_proxy/media_proxy_test.exs
@@ -171,21 +171,6 @@ test "preserve unicode characters" do
       encoded = url(url)
       assert decode_result(encoded) == url
     end
-
-    test "does not change whitelisted urls" do
-      upload_config = Pleroma.Config.get([Pleroma.Upload])
-      media_url = "https://media.pleroma.social"
-      Pleroma.Config.put([Pleroma.Upload, :base_url], media_url)
-      Pleroma.Config.put([:media_proxy, :whitelist], ["media.pleroma.social"])
-      Pleroma.Config.put([:media_proxy, :base_url], "https://cache.pleroma.social")
-
-      url = "#{media_url}/static/logo.png"
-      encoded = url(url)
-
-      assert String.starts_with?(encoded, media_url)
-
-      Pleroma.Config.put([Pleroma.Upload], upload_config)
-    end
   end
 
   describe "when disabled" do
@@ -215,12 +200,43 @@ defp decode_result(encoded) do
     decoded
   end
 
-  test "mediaproxy whitelist" do
-    Pleroma.Config.put([:media_proxy, :enabled], true)
-    Pleroma.Config.put([:media_proxy, :whitelist], ["google.com", "feld.me"])
-    url = "https://feld.me/foo.png"
+  describe "whitelist" do
+    setup do
+      Pleroma.Config.put([:media_proxy, :enabled], true)
+      :ok
+    end
 
-    unencoded = url(url)
-    assert unencoded == url
+    test "mediaproxy whitelist" do
+      Pleroma.Config.put([:media_proxy, :whitelist], ["google.com", "feld.me"])
+      url = "https://feld.me/foo.png"
+
+      unencoded = url(url)
+      assert unencoded == url
+    end
+
+    test "does not change whitelisted urls" do
+      Pleroma.Config.put([:media_proxy, :whitelist], ["mycdn.akamai.com"])
+      Pleroma.Config.put([:media_proxy, :base_url], "https://cache.pleroma.social")
+
+      media_url = "https://mycdn.akamai.com"
+
+      url = "#{media_url}/static/logo.png"
+      encoded = url(url)
+
+      assert String.starts_with?(encoded, media_url)
+    end
+
+    test "ensure Pleroma.Upload base_url is always whitelisted" do
+      upload_config = Pleroma.Config.get([Pleroma.Upload])
+      media_url = "https://media.pleroma.social"
+      Pleroma.Config.put([Pleroma.Upload, :base_url], media_url)
+
+      url = "#{media_url}/static/logo.png"
+      encoded = url(url)
+
+      assert String.starts_with?(encoded, media_url)
+
+      Pleroma.Config.put([Pleroma.Upload], upload_config)
+    end
   end
 end

From 8815f07058f4bdf61355758cbe740288e9551435 Mon Sep 17 00:00:00 2001
From: "Haelwenn (lanodan) Monnier" <contact@hacktivis.me>
Date: Fri, 2 Aug 2019 23:30:47 +0200
Subject: [PATCH 37/66] tasks/pleroma/user.ex: Fix documentation of --max-use
 and --expire-at

Closes: https://git.pleroma.social/pleroma/pleroma/issues/1155

[ci skip]
---
 lib/mix/tasks/pleroma/user.ex | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/mix/tasks/pleroma/user.ex b/lib/mix/tasks/pleroma/user.ex
index c9b84b8f9..a3f8bc945 100644
--- a/lib/mix/tasks/pleroma/user.ex
+++ b/lib/mix/tasks/pleroma/user.ex
@@ -31,8 +31,8 @@ defmodule Mix.Tasks.Pleroma.User do
       mix pleroma.user invite [OPTION...]
 
     Options:
-    - `--expires_at DATE` - last day on which token is active (e.g. "2019-04-05")
-    - `--max_use NUMBER` - maximum numbers of token uses
+    - `--expires-at DATE` - last day on which token is active (e.g. "2019-04-05")
+    - `--max-use NUMBER` - maximum numbers of token uses
 
   ## List generated invites
 

From 7efca4317b568c408a10b71799f9b8261ac5e8e6 Mon Sep 17 00:00:00 2001
From: Ashlynn Anderson <pea@pea.sh>
Date: Wed, 31 Jul 2019 19:35:14 -0400
Subject: [PATCH 38/66] Basic working Dockerfile

No fancy script or minit automatic migration, etc, but if you start
the docker image and go in and manually do everything, it works.
---
 Dockerfile | 32 ++++++++++++++++++++++++++++++++
 1 file changed, 32 insertions(+)
 create mode 100644 Dockerfile

diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..667c01b39
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,32 @@
+FROM rinpatch/elixir:1.9.0-rc.0-alpine as build
+
+COPY . .
+
+ENV MIX_ENV prod
+
+RUN apk add git gcc g++ musl-dev make &&\
+	echo "import Mix.Config" > config/prod.secret.exs &&\
+	mix local.hex --force &&\
+	mix local.rebar --force
+
+RUN mix deps.get --only prod &&\
+	mkdir release &&\
+	mix release --path release
+
+FROM alpine:latest
+
+RUN echo "http://nl.alpinelinux.org/alpine/latest-stable/community" >> /etc/apk/repositories &&\
+	apk update &&\
+	apk add ncurses postgresql-client
+
+RUN adduser --system --shell /bin/false --home /opt/pleroma pleroma &&\
+	mkdir -p /var/lib/pleroma/uploads &&\
+	chown -R pleroma /var/lib/pleroma &&\
+	mkdir -p /var/lib/pleroma/static &&\
+	chown -R pleroma /var/lib/pleroma &&\
+	mkdir -p /etc/pleroma &&\
+	chown -R pleroma /etc/pleroma
+
+USER pleroma
+
+COPY --from=build --chown=pleroma:0 /release/ /opt/pleroma/

From 4a418698db71016447f2f246f7c5579b3dc0b08c Mon Sep 17 00:00:00 2001
From: Ashlynn Anderson <pea@pea.sh>
Date: Fri, 2 Aug 2019 22:28:48 -0400
Subject: [PATCH 39/66] Create docker.exs and docker-entrypoint + round out
 Dockerfile

At this point, the implementation is completely working and has been
tested running live and federating with other instances.
---
 Dockerfile           | 23 ++++++++++-----
 config/docker.exs    | 67 ++++++++++++++++++++++++++++++++++++++++++++
 docker-entrypoint.sh | 14 +++++++++
 3 files changed, 97 insertions(+), 7 deletions(-)
 create mode 100644 config/docker.exs
 create mode 100755 docker-entrypoint.sh

diff --git a/Dockerfile b/Dockerfile
index 667c01b39..2f438c952 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,7 +2,7 @@ FROM rinpatch/elixir:1.9.0-rc.0-alpine as build
 
 COPY . .
 
-ENV MIX_ENV prod
+ENV MIX_ENV=prod
 
 RUN apk add git gcc g++ musl-dev make &&\
 	echo "import Mix.Config" > config/prod.secret.exs &&\
@@ -15,18 +15,27 @@ RUN mix deps.get --only prod &&\
 
 FROM alpine:latest
 
+ARG HOME=/opt/pleroma
+ARG DATA=/var/lib/pleroma
+
 RUN echo "http://nl.alpinelinux.org/alpine/latest-stable/community" >> /etc/apk/repositories &&\
 	apk update &&\
 	apk add ncurses postgresql-client
 
-RUN adduser --system --shell /bin/false --home /opt/pleroma pleroma &&\
-	mkdir -p /var/lib/pleroma/uploads &&\
-	chown -R pleroma /var/lib/pleroma &&\
-	mkdir -p /var/lib/pleroma/static &&\
-	chown -R pleroma /var/lib/pleroma &&\
+RUN adduser --system --shell /bin/false --home ${HOME} pleroma &&\
+	mkdir -p ${DATA}/uploads &&\
+	mkdir -p ${DATA}/static &&\
+	chown -R pleroma ${DATA} &&\
 	mkdir -p /etc/pleroma &&\
 	chown -R pleroma /etc/pleroma
 
 USER pleroma
 
-COPY --from=build --chown=pleroma:0 /release/ /opt/pleroma/
+COPY --from=build --chown=pleroma:0 /release ${HOME}
+
+COPY ./config/docker.exs /etc/pleroma/config.exs
+COPY ./docker-entrypoint.sh ${HOME}
+
+EXPOSE 4000
+
+ENTRYPOINT ["/opt/pleroma/docker-entrypoint.sh"]
diff --git a/config/docker.exs b/config/docker.exs
new file mode 100644
index 000000000..c07f0b753
--- /dev/null
+++ b/config/docker.exs
@@ -0,0 +1,67 @@
+import Config
+
+config :pleroma, Pleroma.Web.Endpoint,
+   url: [host: System.get_env("DOMAIN", "localhost"), scheme: "https", port: 443],
+   http: [ip: {0, 0, 0, 0}, port: 4000]
+
+config :pleroma, :instance,
+  name: System.get_env("INSTANCE_NAME", "Pleroma"),
+  email: System.get_env("ADMIN_EMAIL"),
+  notify_email: System.get_env("NOTIFY_EMAIL"),
+  limit: 5000,
+  registrations_open: false,
+  dynamic_configuration: true
+
+config :pleroma, Pleroma.Repo,
+  adapter: Ecto.Adapters.Postgres,
+  username: System.get_env("DB_USER", "pleroma"),
+  password: System.fetch_env!("DB_PASS"),
+  database: System.get_env("DB_NAME", "pleroma"),
+  hostname: System.get_env("DB_HOST", "db"),
+  pool_size: 10
+
+# Configure web push notifications
+config :web_push_encryption, :vapid_details,
+  subject: "mailto:#{System.get_env("NOTIFY_EMAIL")}"
+
+config :pleroma, :database, rum_enabled: false
+config :pleroma, :instance, static_dir: "/var/lib/pleroma/static"
+config :pleroma, Pleroma.Uploaders.Local, uploads: "/var/lib/pleroma/uploads"
+
+# We can't store the secrets in this file, since this is baked into the docker image
+if not File.exists?("/var/lib/pleroma/secret.exs") do
+  secret = :crypto.strong_rand_bytes(64) |> Base.encode64() |> binary_part(0, 64)
+  signing_salt = :crypto.strong_rand_bytes(8) |> Base.encode64() |> binary_part(0, 8)
+  {web_push_public_key, web_push_private_key} = :crypto.generate_key(:ecdh, :prime256v1)
+
+  secret_file = EEx.eval_string(
+    """
+    import Config
+    
+    config :pleroma, Pleroma.Web.Endpoint,
+      secret_key_base: "<%= secret %>",
+      signing_salt: "<%= signing_salt %>"
+    
+    config :web_push_encryption, :vapid_details,
+      public_key: "<%= web_push_public_key %>",
+      private_key: "<%= web_push_private_key %>"
+    """,
+    secret: secret,
+    signing_salt: signing_salt,
+    web_push_public_key: Base.url_encode64(web_push_public_key, padding: false),
+    web_push_private_key: Base.url_encode64(web_push_private_key, padding: false)
+  )
+
+  File.write("/var/lib/pleroma/secret.exs", secret_file)
+end
+
+import_config("/var/lib/pleroma/secret.exs")
+
+# For additional user config
+if File.exists?("/var/lib/pleroma/config.exs"),
+  do: import_config("/var/lib/pleroma/config.exs"),
+  else: File.write("/var/lib/pleroma/config.exs", """
+  import Config
+  
+  # For additional configuration outside of environmental variables
+  """)
diff --git a/docker-entrypoint.sh b/docker-entrypoint.sh
new file mode 100755
index 000000000..f56f8c50a
--- /dev/null
+++ b/docker-entrypoint.sh
@@ -0,0 +1,14 @@
+#!/bin/ash
+
+set -e
+
+echo "-- Waiting for database..."
+while ! pg_isready -U ${DB_USER:-pleroma} -d postgres://${DB_HOST:-db}:5432/${DB_NAME:-pleroma} -t 1; do
+    sleep 1s
+done
+
+echo "-- Running migrations..."
+$HOME/bin/pleroma_ctl migrate
+
+echo "-- Starting!"
+exec $HOME/bin/pleroma start

From c86db959cb3a3f4a4f79833747d5fa8ecff0d0c7 Mon Sep 17 00:00:00 2001
From: Ashlynn Anderson <pea@pea.sh>
Date: Fri, 2 Aug 2019 22:40:31 -0400
Subject: [PATCH 40/66] Optimize Dockerfile

Just merging RUNs to decrease the number of layers
---
 Dockerfile | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 2f438c952..268ec61dc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,9 +7,8 @@ ENV MIX_ENV=prod
 RUN apk add git gcc g++ musl-dev make &&\
 	echo "import Mix.Config" > config/prod.secret.exs &&\
 	mix local.hex --force &&\
-	mix local.rebar --force
-
-RUN mix deps.get --only prod &&\
+	mix local.rebar --force &&\
+	mix deps.get --only prod &&\
 	mkdir release &&\
 	mix release --path release
 
@@ -20,9 +19,8 @@ ARG DATA=/var/lib/pleroma
 
 RUN echo "http://nl.alpinelinux.org/alpine/latest-stable/community" >> /etc/apk/repositories &&\
 	apk update &&\
-	apk add ncurses postgresql-client
-
-RUN adduser --system --shell /bin/false --home ${HOME} pleroma &&\
+	apk add ncurses postgresql-client &&\
+	adduser --system --shell /bin/false --home ${HOME} pleroma &&\
 	mkdir -p ${DATA}/uploads &&\
 	mkdir -p ${DATA}/static &&\
 	chown -R pleroma ${DATA} &&\

From 04327721d73733c1052d284adca12b949ce61045 Mon Sep 17 00:00:00 2001
From: Ashlynn Anderson <pea@pea.sh>
Date: Fri, 2 Aug 2019 23:33:47 -0400
Subject: [PATCH 41/66] Add .dockerignore

---
 .dockerignore | 12 ++++++++++++
 1 file changed, 12 insertions(+)
 create mode 100644 .dockerignore

diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 000000000..c5ef89b86
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,12 @@
+.*
+*.md
+AGPL-3
+CC-BY-SA-4.0
+COPYING
+*file
+elixir_buildpack.config
+docs/
+test/
+
+# Required to get version
+!.git

From a187dbb326f8fa3dfe19a113f4db5ed0a95435cb Mon Sep 17 00:00:00 2001
From: Thibaut Girka <thib.pleroma-6b5f@sitedethib.com>
Date: Sat, 3 Aug 2019 17:24:57 +0000
Subject: [PATCH 42/66] Add preferredUsername to service actors so Mastodon can
 resolve them

---
 lib/pleroma/web/activity_pub/views/user_view.ex | 1 +
 1 file changed, 1 insertion(+)

diff --git a/lib/pleroma/web/activity_pub/views/user_view.ex b/lib/pleroma/web/activity_pub/views/user_view.ex
index 639519e0a..4a83ac980 100644
--- a/lib/pleroma/web/activity_pub/views/user_view.ex
+++ b/lib/pleroma/web/activity_pub/views/user_view.ex
@@ -45,6 +45,7 @@ def render("service.json", %{user: user}) do
       "following" => "#{user.ap_id}/following",
       "followers" => "#{user.ap_id}/followers",
       "inbox" => "#{user.ap_id}/inbox",
+      "preferredUsername" => user.nickname,
       "name" => "Pleroma",
       "summary" =>
         "An internal service actor for this Pleroma instance.  No user-serviceable parts inside.",

From 4007717534f9cc880b808b91ba6be5801afb71a0 Mon Sep 17 00:00:00 2001
From: Ashlynn Anderson <pea@pea.sh>
Date: Sat, 3 Aug 2019 13:42:57 -0400
Subject: [PATCH 43/66] Run mix format

---
 config/docker.exs | 53 ++++++++++++++++++++++++-----------------------
 1 file changed, 27 insertions(+), 26 deletions(-)

diff --git a/config/docker.exs b/config/docker.exs
index c07f0b753..63ab4cdee 100644
--- a/config/docker.exs
+++ b/config/docker.exs
@@ -1,8 +1,8 @@
 import Config
 
 config :pleroma, Pleroma.Web.Endpoint,
-   url: [host: System.get_env("DOMAIN", "localhost"), scheme: "https", port: 443],
-   http: [ip: {0, 0, 0, 0}, port: 4000]
+  url: [host: System.get_env("DOMAIN", "localhost"), scheme: "https", port: 443],
+  http: [ip: {0, 0, 0, 0}, port: 4000]
 
 config :pleroma, :instance,
   name: System.get_env("INSTANCE_NAME", "Pleroma"),
@@ -21,8 +21,7 @@
   pool_size: 10
 
 # Configure web push notifications
-config :web_push_encryption, :vapid_details,
-  subject: "mailto:#{System.get_env("NOTIFY_EMAIL")}"
+config :web_push_encryption, :vapid_details, subject: "mailto:#{System.get_env("NOTIFY_EMAIL")}"
 
 config :pleroma, :database, rum_enabled: false
 config :pleroma, :instance, static_dir: "/var/lib/pleroma/static"
@@ -34,23 +33,24 @@
   signing_salt = :crypto.strong_rand_bytes(8) |> Base.encode64() |> binary_part(0, 8)
   {web_push_public_key, web_push_private_key} = :crypto.generate_key(:ecdh, :prime256v1)
 
-  secret_file = EEx.eval_string(
-    """
-    import Config
-    
-    config :pleroma, Pleroma.Web.Endpoint,
-      secret_key_base: "<%= secret %>",
-      signing_salt: "<%= signing_salt %>"
-    
-    config :web_push_encryption, :vapid_details,
-      public_key: "<%= web_push_public_key %>",
-      private_key: "<%= web_push_private_key %>"
-    """,
-    secret: secret,
-    signing_salt: signing_salt,
-    web_push_public_key: Base.url_encode64(web_push_public_key, padding: false),
-    web_push_private_key: Base.url_encode64(web_push_private_key, padding: false)
-  )
+  secret_file =
+    EEx.eval_string(
+      """
+      import Config
+
+      config :pleroma, Pleroma.Web.Endpoint,
+        secret_key_base: "<%= secret %>",
+        signing_salt: "<%= signing_salt %>"
+
+      config :web_push_encryption, :vapid_details,
+        public_key: "<%= web_push_public_key %>",
+        private_key: "<%= web_push_private_key %>"
+      """,
+      secret: secret,
+      signing_salt: signing_salt,
+      web_push_public_key: Base.url_encode64(web_push_public_key, padding: false),
+      web_push_private_key: Base.url_encode64(web_push_private_key, padding: false)
+    )
 
   File.write("/var/lib/pleroma/secret.exs", secret_file)
 end
@@ -60,8 +60,9 @@
 # For additional user config
 if File.exists?("/var/lib/pleroma/config.exs"),
   do: import_config("/var/lib/pleroma/config.exs"),
-  else: File.write("/var/lib/pleroma/config.exs", """
-  import Config
-  
-  # For additional configuration outside of environmental variables
-  """)
+  else:
+    File.write("/var/lib/pleroma/config.exs", """
+    import Config
+
+    # For additional configuration outside of environmental variables
+    """)

From 8b2fa31fed1a970c75e077d419dc78be7fc73a93 Mon Sep 17 00:00:00 2001
From: Sergey Suprunenko <suprunenko.s@gmail.com>
Date: Sat, 3 Aug 2019 18:12:38 +0000
Subject: [PATCH 44/66] Handle MRF rejections of incoming AP activities

---
 lib/pleroma/web/activity_pub/activity_pub.ex |  3 +++
 test/web/federator_test.exs                  | 16 ++++++++++++++++
 2 files changed, 19 insertions(+)

diff --git a/lib/pleroma/web/activity_pub/activity_pub.ex b/lib/pleroma/web/activity_pub/activity_pub.ex
index 07a65127b..2877c029e 100644
--- a/lib/pleroma/web/activity_pub/activity_pub.ex
+++ b/lib/pleroma/web/activity_pub/activity_pub.ex
@@ -267,6 +267,9 @@ def create(%{to: to, actor: actor, context: context, object: object} = params, f
     else
       {:fake, true, activity} ->
         {:ok, activity}
+
+      {:error, message} ->
+        {:error, message}
     end
   end
 
diff --git a/test/web/federator_test.exs b/test/web/federator_test.exs
index 6e143eee4..73cfaa8f1 100644
--- a/test/web/federator_test.exs
+++ b/test/web/federator_test.exs
@@ -229,5 +229,21 @@ test "rejects incoming AP docs with incorrect origin" do
 
       :error = Federator.incoming_ap_doc(params)
     end
+
+    test "it does not crash if MRF rejects the post" do
+      policies = Pleroma.Config.get([:instance, :rewrite_policy])
+      mrf_keyword_policy = Pleroma.Config.get(:mrf_keyword)
+      Pleroma.Config.put([:mrf_keyword, :reject], ["lain"])
+      Pleroma.Config.put([:instance, :rewrite_policy], Pleroma.Web.ActivityPub.MRF.KeywordPolicy)
+
+      params =
+        File.read!("test/fixtures/mastodon-post-activity.json")
+        |> Poison.decode!()
+
+      assert Federator.incoming_ap_doc(params) == :error
+
+      Pleroma.Config.put([:instance, :rewrite_policy], policies)
+      Pleroma.Config.put(:mrf_keyword, mrf_keyword_policy)
+    end
   end
 end

From 040347b24820e2773c45a38d4cb6a184d6b14366 Mon Sep 17 00:00:00 2001
From: Sergey Suprunenko <suprunenko.s@gmail.com>
Date: Sat, 3 Aug 2019 18:13:20 +0000
Subject: [PATCH 45/66] Remove spaces from the domain search

---
 lib/pleroma/user/search.ex                       |  2 +-
 test/web/mastodon_api/search_controller_test.exs | 12 ++++++++++++
 2 files changed, 13 insertions(+), 1 deletion(-)

diff --git a/lib/pleroma/user/search.ex b/lib/pleroma/user/search.ex
index 46620b89a..6fb2c2352 100644
--- a/lib/pleroma/user/search.ex
+++ b/lib/pleroma/user/search.ex
@@ -44,7 +44,7 @@ defp format_query(query_string) do
     query_string = String.trim_leading(query_string, "@")
 
     with [name, domain] <- String.split(query_string, "@"),
-         formatted_domain <- String.replace(domain, ~r/[!-\-|@|[-`|{-~|\/|:]+/, "") do
+         formatted_domain <- String.replace(domain, ~r/[!-\-|@|[-`|{-~|\/|:|\s]+/, "") do
       name <> "@" <> to_string(:idna.encode(formatted_domain))
     else
       _ -> query_string
diff --git a/test/web/mastodon_api/search_controller_test.exs b/test/web/mastodon_api/search_controller_test.exs
index 043b96c14..49c79ff0a 100644
--- a/test/web/mastodon_api/search_controller_test.exs
+++ b/test/web/mastodon_api/search_controller_test.exs
@@ -95,6 +95,18 @@ test "account search", %{conn: conn} do
 
       assert user_three.nickname in result_ids
     end
+
+    test "returns account if query contains a space", %{conn: conn} do
+      user = insert(:user, %{nickname: "shp@shitposter.club"})
+
+      results =
+        conn
+        |> assign(:user, user)
+        |> get("/api/v1/accounts/search", %{"q" => "shp@shitposter.club xxx "})
+        |> json_response(200)
+
+      assert length(results) == 1
+    end
   end
 
   describe ".search" do

From de0f3b73dd7c76b6b19b38804f98f6e7ccba7222 Mon Sep 17 00:00:00 2001
From: Alexander Strizhakov <alex.strizhakov@gmail.com>
Date: Sat, 3 Aug 2019 18:16:09 +0000
Subject: [PATCH 46/66] Admin fixes

---
 docs/api/admin_api.md                         |  4 +++
 .../web/admin_api/admin_api_controller.ex     |  6 ++--
 lib/pleroma/web/admin_api/config.ex           | 15 +++++++--
 .../admin_api/admin_api_controller_test.exs   | 32 +++++++++++++++++++
 4 files changed, 52 insertions(+), 5 deletions(-)

diff --git a/docs/api/admin_api.md b/docs/api/admin_api.md
index 22873dde9..7ccb90836 100644
--- a/docs/api/admin_api.md
+++ b/docs/api/admin_api.md
@@ -627,6 +627,9 @@ Tuples can be passed as `{"tuple": ["first_val", Pleroma.Module, []]}`.
 Keywords can be passed as lists with 2 child tuples, e.g.
 `[{"tuple": ["first_val", Pleroma.Module]}, {"tuple": ["second_val", true]}]`.
 
+If value contains list of settings `[subkey: val1, subkey2: val2, subkey3: val3]`, it's possible to remove only subkeys instead of all settings passing `subkeys` parameter. E.g.:
+{"group": "pleroma", "key": "some_key", "delete": "true", "subkeys": [":subkey", ":subkey3"]}.
+
 Compile time settings (need instance reboot):
 - all settings by this keys:
   - `:hackney_pools`
@@ -645,6 +648,7 @@ Compile time settings (need instance reboot):
     - `key` (string or string with leading `:` for atoms)
     - `value` (string, [], {} or {"tuple": []})
     - `delete` = true (optional, if parameter must be deleted)
+    - `subkeys` [(string with leading `:` for atoms)] (optional, works only if `delete=true` parameter is passed, otherwise will be ignored)
   ]
 
 - Request (example):
diff --git a/lib/pleroma/web/admin_api/admin_api_controller.ex b/lib/pleroma/web/admin_api/admin_api_controller.ex
index fcda57b3e..2d3d0adc4 100644
--- a/lib/pleroma/web/admin_api/admin_api_controller.ex
+++ b/lib/pleroma/web/admin_api/admin_api_controller.ex
@@ -402,9 +402,9 @@ def config_update(conn, %{"configs" => configs}) do
       if Pleroma.Config.get([:instance, :dynamic_configuration]) do
         updated =
           Enum.map(configs, fn
-            %{"group" => group, "key" => key, "delete" => "true"} ->
-              {:ok, _} = Config.delete(%{group: group, key: key})
-              nil
+            %{"group" => group, "key" => key, "delete" => "true"} = params ->
+              {:ok, config} = Config.delete(%{group: group, key: key, subkeys: params["subkeys"]})
+              config
 
             %{"group" => group, "key" => key, "value" => value} ->
               {:ok, config} = Config.update_or_create(%{group: group, key: key, value: value})
diff --git a/lib/pleroma/web/admin_api/config.ex b/lib/pleroma/web/admin_api/config.ex
index dde05ea7b..a10cc779b 100644
--- a/lib/pleroma/web/admin_api/config.ex
+++ b/lib/pleroma/web/admin_api/config.ex
@@ -55,8 +55,19 @@ def update_or_create(params) do
 
   @spec delete(map()) :: {:ok, Config.t()} | {:error, Changeset.t()}
   def delete(params) do
-    with %Config{} = config <- Config.get_by_params(params) do
-      Repo.delete(config)
+    with %Config{} = config <- Config.get_by_params(Map.delete(params, :subkeys)) do
+      if params[:subkeys] do
+        updated_value =
+          Keyword.drop(
+            :erlang.binary_to_term(config.value),
+            Enum.map(params[:subkeys], &do_transform_string(&1))
+          )
+
+        Config.update(config, %{value: updated_value})
+      else
+        Repo.delete(config)
+        {:ok, nil}
+      end
     else
       nil ->
         err =
diff --git a/test/web/admin_api/admin_api_controller_test.exs b/test/web/admin_api/admin_api_controller_test.exs
index f61499a22..bcbc18639 100644
--- a/test/web/admin_api/admin_api_controller_test.exs
+++ b/test/web/admin_api/admin_api_controller_test.exs
@@ -1914,6 +1914,38 @@ test "queues key as atom", %{conn: conn} do
                ]
              }
     end
+
+    test "delete part of settings by atom subkeys", %{conn: conn} do
+      config =
+        insert(:config,
+          key: "keyaa1",
+          value: :erlang.term_to_binary(subkey1: "val1", subkey2: "val2", subkey3: "val3")
+        )
+
+      conn =
+        post(conn, "/api/pleroma/admin/config", %{
+          configs: [
+            %{
+              group: config.group,
+              key: config.key,
+              subkeys: [":subkey1", ":subkey3"],
+              delete: "true"
+            }
+          ]
+        })
+
+      assert(
+        json_response(conn, 200) == %{
+          "configs" => [
+            %{
+              "group" => "pleroma",
+              "key" => "keyaa1",
+              "value" => [%{"tuple" => [":subkey2", "val2"]}]
+            }
+          ]
+        }
+      )
+    end
   end
 
   describe "config mix tasks run" do

From 16cfb89240f9f56752ba8d91d84ce81a70f8d6cf Mon Sep 17 00:00:00 2001
From: Thibaut Girka <thib.pleroma-6b5f@sitedethib.com>
Date: Sat, 3 Aug 2019 18:28:08 +0000
Subject: [PATCH 47/66] Only add `preferredUsername` to service actor json when
 the underlying user actually has a username

---
 lib/pleroma/web/activity_pub/views/user_view.ex | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/pleroma/web/activity_pub/views/user_view.ex b/lib/pleroma/web/activity_pub/views/user_view.ex
index 4a83ac980..8fe38927f 100644
--- a/lib/pleroma/web/activity_pub/views/user_view.ex
+++ b/lib/pleroma/web/activity_pub/views/user_view.ex
@@ -45,7 +45,6 @@ def render("service.json", %{user: user}) do
       "following" => "#{user.ap_id}/following",
       "followers" => "#{user.ap_id}/followers",
       "inbox" => "#{user.ap_id}/inbox",
-      "preferredUsername" => user.nickname,
       "name" => "Pleroma",
       "summary" =>
         "An internal service actor for this Pleroma instance.  No user-serviceable parts inside.",
@@ -58,6 +57,7 @@ def render("service.json", %{user: user}) do
       },
       "endpoints" => endpoints
     }
+    |> Map.merge(if user.nickname == nil do %{} else %{ "preferredUsername" => user.nickname})
     |> Map.merge(Utils.make_json_ld_header())
   end
 

From 1fce56c7dffb84917b6943cc5919ed76e06932a5 Mon Sep 17 00:00:00 2001
From: Thibaut Girka <thib.pleroma-6b5f@sitedethib.com>
Date: Sat, 3 Aug 2019 18:37:20 +0000
Subject: [PATCH 48/66] Refactor

---
 lib/pleroma/web/activity_pub/views/user_view.ex | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/lib/pleroma/web/activity_pub/views/user_view.ex b/lib/pleroma/web/activity_pub/views/user_view.ex
index 8fe38927f..06c9e1c71 100644
--- a/lib/pleroma/web/activity_pub/views/user_view.ex
+++ b/lib/pleroma/web/activity_pub/views/user_view.ex
@@ -57,7 +57,6 @@ def render("service.json", %{user: user}) do
       },
       "endpoints" => endpoints
     }
-    |> Map.merge(if user.nickname == nil do %{} else %{ "preferredUsername" => user.nickname})
     |> Map.merge(Utils.make_json_ld_header())
   end
 
@@ -66,7 +65,7 @@ def render("user.json", %{user: %User{nickname: nil} = user}),
     do: render("service.json", %{user: user})
 
   def render("user.json", %{user: %User{nickname: "internal." <> _} = user}),
-    do: render("service.json", %{user: user})
+    do: render("service.json", %{user: user}) |> Map.put("preferredUsername", user.nickname)
 
   def render("user.json", %{user: user}) do
     {:ok, user} = User.ensure_keys_present(user)

From a035ab8c1d1589a97816d17dac8d60fb4b2275b2 Mon Sep 17 00:00:00 2001
From: "Haelwenn (lanodan) Monnier" <contact@hacktivis.me>
Date: Sat, 3 Aug 2019 22:56:20 +0200
Subject: [PATCH 49/66] templates/layout/app.html.eex: Style anchors

[ci skip]
---
 lib/pleroma/web/templates/layout/app.html.eex | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/lib/pleroma/web/templates/layout/app.html.eex b/lib/pleroma/web/templates/layout/app.html.eex
index b3cf9ed11..5836ec1e0 100644
--- a/lib/pleroma/web/templates/layout/app.html.eex
+++ b/lib/pleroma/web/templates/layout/app.html.eex
@@ -36,6 +36,11 @@
         margin-bottom: 20px;
       }
 
+      a {
+        color: color: #d8a070;
+        text-decoration: none;
+      }
+
       form {
         width: 100%;
       }

From cef3af5536c16ff357fe2e0ed8c560aff16c62de Mon Sep 17 00:00:00 2001
From: Ariadne Conill <ariadne@dereferenced.org>
Date: Sat, 3 Aug 2019 23:17:17 +0000
Subject: [PATCH 50/66] tasks: relay: add list task

---
 CHANGELOG.md                   |  1 +
 lib/mix/tasks/pleroma/relay.ex | 20 ++++++++++++++++++++
 2 files changed, 21 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4fa9ffd9b..2b0a6189a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -69,6 +69,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 - ActivityPub: Optional signing of ActivityPub object fetches.
 - Admin API: Endpoint for fetching latest user's statuses
 - Pleroma API: Add `/api/v1/pleroma/accounts/confirmation_resend?email=<email>` for resending account confirmation.
+- Relays: Added a task to list relay subscriptions.
 
 ### Changed
 - Configuration: Filter.AnonymizeFilename added ability to retain file extension with custom text
diff --git a/lib/mix/tasks/pleroma/relay.ex b/lib/mix/tasks/pleroma/relay.ex
index 83ed0ed02..c7324fff6 100644
--- a/lib/mix/tasks/pleroma/relay.ex
+++ b/lib/mix/tasks/pleroma/relay.ex
@@ -5,6 +5,7 @@
 defmodule Mix.Tasks.Pleroma.Relay do
   use Mix.Task
   import Mix.Pleroma
+  alias Pleroma.User
   alias Pleroma.Web.ActivityPub.Relay
 
   @shortdoc "Manages remote relays"
@@ -22,6 +23,10 @@ defmodule Mix.Tasks.Pleroma.Relay do
   ``mix pleroma.relay unfollow <relay_url>``
 
   Example: ``mix pleroma.relay unfollow https://example.org/relay``
+
+  ## List relay subscriptions
+
+  ``mix pleroma.relay list``
   """
   def run(["follow", target]) do
     start_pleroma()
@@ -44,4 +49,19 @@ def run(["unfollow", target]) do
       {:error, e} -> shell_error("Error while following #{target}: #{inspect(e)}")
     end
   end
+
+  def run(["list"]) do
+    start_pleroma()
+
+    with %User{} = user <- Relay.get_actor() do
+      user.following
+      |> Enum.each(fn entry ->
+        URI.parse(entry)
+        |> Map.get(:host)
+        |> shell_info()
+      end)
+    else
+      e -> shell_error("Error while fetching relay subscription list: #{inspect(e)}")
+    end
+  end
 end

From c10a3e035b2761b1d8419d39b8392d499abe9aae Mon Sep 17 00:00:00 2001
From: Pierce McGoran <pleroma@mokou.io>
Date: Sun, 4 Aug 2019 03:01:21 +0000
Subject: [PATCH 51/66] Update link in README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 41d454a03..5aad34ccc 100644
--- a/README.md
+++ b/README.md
@@ -21,7 +21,7 @@ If you want to run your own server, feel free to contact us at @lain@pleroma.soy
 Currently Pleroma is not packaged by any OS/Distros, but feel free to reach out to us at [#pleroma-dev on freenode](https://webchat.freenode.net/?channels=%23pleroma-dev) or via matrix at <https://matrix.heldscal.la/#/room/#freenode_#pleroma-dev:matrix.org> for assistance. If you want to change default options in your Pleroma package, please **discuss it with us first**.
 
 ### Docker
-While we don’t provide docker files, other people have written very good ones. Take a look at <https://github.com/angristan/docker-pleroma> or <https://github.com/sn0w/pleroma-docker>.
+While we don’t provide docker files, other people have written very good ones. Take a look at <https://github.com/angristan/docker-pleroma> or <https://glitch.sh/sn0w/pleroma-docker>.
 
 ### Dependencies
 

From 9b9453ceaf492ef3af18c12ce67e144a718fd65a Mon Sep 17 00:00:00 2001
From: Pierce McGoran <pleroma@mokou.io>
Date: Sun, 4 Aug 2019 03:12:38 +0000
Subject: [PATCH 52/66] Fix some typos and rework a few lines in
 howto_mediaproxy.md

---
 docs/config/howto_mediaproxy.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/config/howto_mediaproxy.md b/docs/config/howto_mediaproxy.md
index ed70c3ed4..16c40c5db 100644
--- a/docs/config/howto_mediaproxy.md
+++ b/docs/config/howto_mediaproxy.md
@@ -1,8 +1,8 @@
 # How to activate mediaproxy
 ## Explanation
 
-Without the `mediaproxy` function, Pleroma don't store any remote content like pictures, video etc. locally. So every time you open Pleroma, the content is loaded from the source server, from where the post is coming. This can result in slowly loading content or/and increased bandwidth usage on the source server.
-With the `mediaproxy` function you can use the cache ability of nginx, to cache these content, so user can access it faster, cause it's loaded from your server.
+Without the `mediaproxy` function, Pleroma doesn't store any remote content like pictures, video etc. locally. So every time you open Pleroma, the content is loaded from the source server, from where the post is coming. This can result in slowly loading content or/and increased bandwidth usage on the source server.
+With the `mediaproxy` function you can use nginx to cache this content, so users can access it faster, because it's loaded from your server.
 
 ## Activate it
 

From 39c7bbe18fcbff608bbc0b72ec6134872a1c946a Mon Sep 17 00:00:00 2001
From: Hakaba Hitoyo <hakabahitoyo@yahoo.co.jp>
Date: Sun, 4 Aug 2019 04:32:45 +0000
Subject: [PATCH 53/66] Remove longfox emoji set

---
 CHANGELOG.md                   |   3 +++
 config/emoji.txt               |  28 ----------------------------
 priv/static/emoji/f_00b.png    | Bin 371 -> 0 bytes
 priv/static/emoji/f_00b11b.png | Bin 661 -> 0 bytes
 priv/static/emoji/f_00b33b.png | Bin 662 -> 0 bytes
 priv/static/emoji/f_00h.png    | Bin 7522 -> 0 bytes
 priv/static/emoji/f_00t.png    | Bin 541 -> 0 bytes
 priv/static/emoji/f_01b.png    | Bin 4510 -> 0 bytes
 priv/static/emoji/f_03b.png    | Bin 2872 -> 0 bytes
 priv/static/emoji/f_10b.png    | Bin 2849 -> 0 bytes
 priv/static/emoji/f_11b.png    | Bin 447 -> 0 bytes
 priv/static/emoji/f_11b00b.png | Bin 615 -> 0 bytes
 priv/static/emoji/f_11b22b.png | Bin 618 -> 0 bytes
 priv/static/emoji/f_11h.png    | Bin 7314 -> 0 bytes
 priv/static/emoji/f_11t.png    | Bin 559 -> 0 bytes
 priv/static/emoji/f_12b.png    | Bin 4352 -> 0 bytes
 priv/static/emoji/f_21b.png    | Bin 2900 -> 0 bytes
 priv/static/emoji/f_22b.png    | Bin 386 -> 0 bytes
 priv/static/emoji/f_22b11b.png | Bin 666 -> 0 bytes
 priv/static/emoji/f_22b33b.png | Bin 663 -> 0 bytes
 priv/static/emoji/f_22h.png    | Bin 7448 -> 0 bytes
 priv/static/emoji/f_22t.png    | Bin 549 -> 0 bytes
 priv/static/emoji/f_23b.png    | Bin 4334 -> 0 bytes
 priv/static/emoji/f_30b.png    | Bin 4379 -> 0 bytes
 priv/static/emoji/f_32b.png    | Bin 2921 -> 0 bytes
 priv/static/emoji/f_33b.png    | Bin 459 -> 0 bytes
 priv/static/emoji/f_33b00b.png | Bin 611 -> 0 bytes
 priv/static/emoji/f_33b22b.png | Bin 623 -> 0 bytes
 priv/static/emoji/f_33h.png    | Bin 7246 -> 0 bytes
 priv/static/emoji/f_33t.png    | Bin 563 -> 0 bytes
 30 files changed, 3 insertions(+), 28 deletions(-)
 delete mode 100644 priv/static/emoji/f_00b.png
 delete mode 100644 priv/static/emoji/f_00b11b.png
 delete mode 100644 priv/static/emoji/f_00b33b.png
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 delete mode 100644 priv/static/emoji/f_01b.png
 delete mode 100644 priv/static/emoji/f_03b.png
 delete mode 100644 priv/static/emoji/f_10b.png
 delete mode 100644 priv/static/emoji/f_11b.png
 delete mode 100644 priv/static/emoji/f_11b00b.png
 delete mode 100644 priv/static/emoji/f_11b22b.png
 delete mode 100644 priv/static/emoji/f_11h.png
 delete mode 100644 priv/static/emoji/f_11t.png
 delete mode 100644 priv/static/emoji/f_12b.png
 delete mode 100644 priv/static/emoji/f_21b.png
 delete mode 100644 priv/static/emoji/f_22b.png
 delete mode 100644 priv/static/emoji/f_22b11b.png
 delete mode 100644 priv/static/emoji/f_22b33b.png
 delete mode 100644 priv/static/emoji/f_22h.png
 delete mode 100644 priv/static/emoji/f_22t.png
 delete mode 100644 priv/static/emoji/f_23b.png
 delete mode 100644 priv/static/emoji/f_30b.png
 delete mode 100644 priv/static/emoji/f_32b.png
 delete mode 100644 priv/static/emoji/f_33b.png
 delete mode 100644 priv/static/emoji/f_33b00b.png
 delete mode 100644 priv/static/emoji/f_33b22b.png
 delete mode 100644 priv/static/emoji/f_33h.png
 delete mode 100644 priv/static/emoji/f_33t.png

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4fa9ffd9b..fc4d08aaf 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -76,6 +76,9 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 - RichMedia: parsers and their order are configured in `rich_media` config.
 - RichMedia: add the rich media ttl based on image expiration time.
 
+### Removed
+- Emoji: Remove longfox emojis.
+
 ## [1.0.1] - 2019-07-14
 ### Security
 - OStatus: fix an object spoofing vulnerability.
diff --git a/config/emoji.txt b/config/emoji.txt
index 79246f239..200768ad1 100644
--- a/config/emoji.txt
+++ b/config/emoji.txt
@@ -1,30 +1,2 @@
 firefox, /emoji/Firefox.gif, Gif,Fun
 blank, /emoji/blank.png, Fun
-f_00b, /emoji/f_00b.png
-f_00b11b, /emoji/f_00b11b.png
-f_00b33b, /emoji/f_00b33b.png
-f_00h, /emoji/f_00h.png
-f_00t, /emoji/f_00t.png
-f_01b, /emoji/f_01b.png
-f_03b, /emoji/f_03b.png
-f_10b, /emoji/f_10b.png
-f_11b, /emoji/f_11b.png
-f_11b00b, /emoji/f_11b00b.png
-f_11b22b, /emoji/f_11b22b.png
-f_11h, /emoji/f_11h.png
-f_11t, /emoji/f_11t.png
-f_12b, /emoji/f_12b.png
-f_21b, /emoji/f_21b.png
-f_22b, /emoji/f_22b.png
-f_22b11b, /emoji/f_22b11b.png
-f_22b33b, /emoji/f_22b33b.png
-f_22h, /emoji/f_22h.png
-f_22t, /emoji/f_22t.png
-f_23b, /emoji/f_23b.png
-f_30b, /emoji/f_30b.png
-f_32b, /emoji/f_32b.png
-f_33b, /emoji/f_33b.png
-f_33b00b, /emoji/f_33b00b.png
-f_33b22b, /emoji/f_33b22b.png
-f_33h, /emoji/f_33h.png
-f_33t, /emoji/f_33t.png
diff --git a/priv/static/emoji/f_00b.png b/priv/static/emoji/f_00b.png
deleted file mode 100644
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GIT binary patch
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diff --git a/priv/static/emoji/f_00b11b.png b/priv/static/emoji/f_00b11b.png
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diff --git a/priv/static/emoji/f_33t.png b/priv/static/emoji/f_33t.png
deleted file mode 100644
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GIT binary patch
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From 3411f506b3bf2cbeeb7f3b9e746eab652f93d530 Mon Sep 17 00:00:00 2001
From: x0rz3q <jacob@x0rz3q.com>
Date: Sun, 4 Aug 2019 14:35:45 +0000
Subject: [PATCH 54/66] Replace "impode" with "implode" for

---
 docs/config.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/config.md b/docs/config.md
index 02f86dc16..50d6bfed4 100644
--- a/docs/config.md
+++ b/docs/config.md
@@ -25,7 +25,7 @@ At this time, write CNAME to CDN in public_endpoint.
 
 ## Pleroma.Upload.Filter.Mogrify
 
-* `args`: List of actions for the `mogrify` command like `"strip"` or `["strip", "auto-orient", {"impode", "1"}]`.
+* `args`: List of actions for the `mogrify` command like `"strip"` or `["strip", "auto-orient", {"implode", "1"}]`.
 
 ## Pleroma.Upload.Filter.Dedupe
 

From e8ad116c2a5a166613f9609c8fe2559af2b97505 Mon Sep 17 00:00:00 2001
From: Sergey Suprunenko <suprunenko.s@gmail.com>
Date: Sun, 4 Aug 2019 17:13:06 +0000
Subject: [PATCH 55/66] Do not add the "next" key to likes.json if there is no
 more items

---
 .../web/activity_pub/views/object_view.ex     |  4 +-
 test/support/factory.ex                       |  4 +-
 .../activity_pub_controller_test.exs          | 53 +++++++++++++++++--
 3 files changed, 55 insertions(+), 6 deletions(-)

diff --git a/lib/pleroma/web/activity_pub/views/object_view.ex b/lib/pleroma/web/activity_pub/views/object_view.ex
index 6028b773c..94d05f49b 100644
--- a/lib/pleroma/web/activity_pub/views/object_view.ex
+++ b/lib/pleroma/web/activity_pub/views/object_view.ex
@@ -66,8 +66,10 @@ def collection(collection, iri, page) do
       "orderedItems" => items
     }
 
-    if offset < total do
+    if offset + length(items) < total do
       Map.put(map, "next", "#{iri}?page=#{page + 1}")
+    else
+      map
     end
   end
 end
diff --git a/test/support/factory.ex b/test/support/factory.ex
index c751546ce..8f638b98f 100644
--- a/test/support/factory.ex
+++ b/test/support/factory.ex
@@ -182,8 +182,8 @@ def announce_activity_factory(attrs \\ %{}) do
     }
   end
 
-  def like_activity_factory do
-    note_activity = insert(:note_activity)
+  def like_activity_factory(attrs \\ %{}) do
+    note_activity = attrs[:note_activity] || insert(:note_activity)
     object = Object.normalize(note_activity)
     user = insert(:user)
 
diff --git a/test/web/activity_pub/activity_pub_controller_test.exs b/test/web/activity_pub/activity_pub_controller_test.exs
index 40344f17e..251055ee1 100644
--- a/test/web/activity_pub/activity_pub_controller_test.exs
+++ b/test/web/activity_pub/activity_pub_controller_test.exs
@@ -180,18 +180,65 @@ test "it returns 404 for tombstone objects", %{conn: conn} do
   end
 
   describe "/object/:uuid/likes" do
-    test "it returns the like activities in a collection", %{conn: conn} do
+    setup do
       like = insert(:like_activity)
       like_object_ap_id = Object.normalize(like).data["id"]
-      uuid = String.split(like_object_ap_id, "/") |> List.last()
 
+      uuid =
+        like_object_ap_id
+        |> String.split("/")
+        |> List.last()
+
+      [id: like.data["id"], uuid: uuid]
+    end
+
+    test "it returns the like activities in a collection", %{conn: conn, id: id, uuid: uuid} do
       result =
         conn
         |> put_req_header("accept", "application/activity+json")
         |> get("/objects/#{uuid}/likes")
         |> json_response(200)
 
-      assert List.first(result["first"]["orderedItems"])["id"] == like.data["id"]
+      assert List.first(result["first"]["orderedItems"])["id"] == id
+      assert result["type"] == "OrderedCollection"
+      assert result["totalItems"] == 1
+      refute result["first"]["next"]
+    end
+
+    test "it does not crash when page number is exceeded total pages", %{conn: conn, uuid: uuid} do
+      result =
+        conn
+        |> put_req_header("accept", "application/activity+json")
+        |> get("/objects/#{uuid}/likes?page=2")
+        |> json_response(200)
+
+      assert result["type"] == "OrderedCollectionPage"
+      assert result["totalItems"] == 1
+      refute result["next"]
+      assert Enum.empty?(result["orderedItems"])
+    end
+
+    test "it contains the next key when likes count is more than 10", %{conn: conn} do
+      note = insert(:note_activity)
+      insert_list(11, :like_activity, note_activity: note)
+
+      uuid =
+        note
+        |> Object.normalize()
+        |> Map.get(:data)
+        |> Map.get("id")
+        |> String.split("/")
+        |> List.last()
+
+      result =
+        conn
+        |> put_req_header("accept", "application/activity+json")
+        |> get("/objects/#{uuid}/likes?page=1")
+        |> json_response(200)
+
+      assert result["totalItems"] == 11
+      assert length(result["orderedItems"]) == 10
+      assert result["next"]
     end
   end
 

From 96028cd585ac23a4233f41a6307d80979dd0e3a7 Mon Sep 17 00:00:00 2001
From: Eugenij <eugenijm@protonmail.com>
Date: Sun, 4 Aug 2019 22:24:50 +0000
Subject: [PATCH 56/66] Remove Reply-To from report emails

---
 CHANGELOG.md                      |  2 ++
 lib/pleroma/emails/admin_email.ex |  1 -
 test/emails/admin_email_test.exs  | 14 +++++++++++++-
 3 files changed, 15 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e2cbbb88c..2713461ed 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -36,6 +36,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 - Not being able to access the Mastodon FE login page on private instances
 - Invalid SemVer version generation, when the current branch does not have commits ahead of tag/checked out on a tag
 - Pleroma.Upload base_url was not automatically whitelisted by MediaProxy. Now your custom CDN or file hosting will be accessed directly as expected.
+- Report email not being sent to admins when the reporter is a remote user
 
 ### Added
 - MRF: Support for priming the mediaproxy cache (`Pleroma.Web.ActivityPub.MRF.MediaProxyWarmingPolicy`)
@@ -79,6 +80,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
 ### Removed
 - Emoji: Remove longfox emojis.
+- Remove `Reply-To` header from report emails for admins.
 
 ## [1.0.1] - 2019-07-14
 ### Security
diff --git a/lib/pleroma/emails/admin_email.ex b/lib/pleroma/emails/admin_email.ex
index d0e254362..c14be02dd 100644
--- a/lib/pleroma/emails/admin_email.ex
+++ b/lib/pleroma/emails/admin_email.ex
@@ -63,7 +63,6 @@ def report(to, reporter, account, statuses, comment) do
     new()
     |> to({to.name, to.email})
     |> from({instance_name(), instance_notify_email()})
-    |> reply_to({reporter.name, reporter.email})
     |> subject("#{instance_name()} Report")
     |> html_body(html_body)
   end
diff --git a/test/emails/admin_email_test.exs b/test/emails/admin_email_test.exs
index 4bf54b0c2..9e83c73c6 100644
--- a/test/emails/admin_email_test.exs
+++ b/test/emails/admin_email_test.exs
@@ -24,7 +24,6 @@ test "build report email" do
 
     assert res.to == [{to_user.name, to_user.email}]
     assert res.from == {config[:name], config[:notify_email]}
-    assert res.reply_to == {reporter.name, reporter.email}
     assert res.subject == "#{config[:name]} Report"
 
     assert res.html_body ==
@@ -34,4 +33,17 @@ test "build report email" do
                status_url
              }\">#{status_url}</li>\n  </ul>\n</p>\n\n"
   end
+
+  test "it works when the reporter is a remote user without email" do
+    config = Pleroma.Config.get(:instance)
+    to_user = insert(:user)
+    reporter = insert(:user, email: nil, local: false)
+    account = insert(:user)
+
+    res =
+      AdminEmail.report(to_user, reporter, account, [%{name: "Test", id: "12"}], "Test comment")
+
+    assert res.to == [{to_user.name, to_user.email}]
+    assert res.from == {config[:name], config[:notify_email]}
+  end
 end

From bdc9a7222cca9988a238cbe76d0e51125a016f8d Mon Sep 17 00:00:00 2001
From: Maksim <parallel588@gmail.com>
Date: Mon, 5 Aug 2019 15:37:05 +0000
Subject: [PATCH 57/66] tests for CommonApi/Utils

---
 lib/pleroma/web/common_api/utils.ex           | 104 +++++----
 test/web/common_api/common_api_utils_test.exs | 219 +++++++++++++++++-
 2 files changed, 278 insertions(+), 45 deletions(-)

diff --git a/lib/pleroma/web/common_api/utils.ex b/lib/pleroma/web/common_api/utils.ex
index c8a743e8e..22c44a0a3 100644
--- a/lib/pleroma/web/common_api/utils.ex
+++ b/lib/pleroma/web/common_api/utils.ex
@@ -47,26 +47,43 @@ def get_replied_to_activity(id) when not is_nil(id) do
 
   def get_replied_to_activity(_), do: nil
 
-  def attachments_from_ids(data) do
-    if Map.has_key?(data, "descriptions") do
-      attachments_from_ids_descs(data["media_ids"], data["descriptions"])
-    else
-      attachments_from_ids_no_descs(data["media_ids"])
-    end
+  def attachments_from_ids(%{"media_ids" => ids, "descriptions" => desc} = _) do
+    attachments_from_ids_descs(ids, desc)
   end
 
-  def attachments_from_ids_no_descs(ids) do
-    Enum.map(ids || [], fn media_id ->
-      Repo.get(Object, media_id).data
-    end)
+  def attachments_from_ids(%{"media_ids" => ids} = _) do
+    attachments_from_ids_no_descs(ids)
   end
 
+  def attachments_from_ids(_), do: []
+
+  def attachments_from_ids_no_descs([]), do: []
+
+  def attachments_from_ids_no_descs(ids) do
+    Enum.map(ids, fn media_id ->
+      case Repo.get(Object, media_id) do
+        %Object{data: data} = _ -> data
+        _ -> nil
+      end
+    end)
+    |> Enum.filter(& &1)
+  end
+
+  def attachments_from_ids_descs([], _), do: []
+
   def attachments_from_ids_descs(ids, descs_str) do
     {_, descs} = Jason.decode(descs_str)
 
-    Enum.map(ids || [], fn media_id ->
-      Map.put(Repo.get(Object, media_id).data, "name", descs[media_id])
+    Enum.map(ids, fn media_id ->
+      case Repo.get(Object, media_id) do
+        %Object{data: data} = _ ->
+          Map.put(data, "name", descs[media_id])
+
+        _ ->
+          nil
+      end
     end)
+    |> Enum.filter(& &1)
   end
 
   @spec get_to_and_cc(User.t(), list(String.t()), Activity.t() | nil, String.t()) ::
@@ -247,20 +264,18 @@ def maybe_add_attachments({text, mentions, tags}, attachments, _no_links) do
   end
 
   def add_attachments(text, attachments) do
-    attachment_text =
-      Enum.map(attachments, fn
-        %{"url" => [%{"href" => href} | _]} = attachment ->
-          name = attachment["name"] || URI.decode(Path.basename(href))
-          href = MediaProxy.url(href)
-          "<a href=\"#{href}\" class='attachment'>#{shortname(name)}</a>"
-
-        _ ->
-          ""
-      end)
-
+    attachment_text = Enum.map(attachments, &build_attachment_link/1)
     Enum.join([text | attachment_text], "<br>")
   end
 
+  defp build_attachment_link(%{"url" => [%{"href" => href} | _]} = attachment) do
+    name = attachment["name"] || URI.decode(Path.basename(href))
+    href = MediaProxy.url(href)
+    "<a href=\"#{href}\" class='attachment'>#{shortname(name)}</a>"
+  end
+
+  defp build_attachment_link(_), do: ""
+
   def format_input(text, format, options \\ [])
 
   @doc """
@@ -320,7 +335,7 @@ def make_note_data(
         sensitive \\ false,
         merge \\ %{}
       ) do
-    object = %{
+    %{
       "type" => "Note",
       "to" => to,
       "cc" => cc,
@@ -330,18 +345,20 @@ def make_note_data(
       "context" => context,
       "attachment" => attachments,
       "actor" => actor,
-      "tag" => tags |> Enum.map(fn {_, tag} -> tag end) |> Enum.uniq()
+      "tag" => Keyword.values(tags) |> Enum.uniq()
     }
+    |> add_in_reply_to(in_reply_to)
+    |> Map.merge(merge)
+  end
 
-    object =
-      with false <- is_nil(in_reply_to),
-           %Object{} = in_reply_to_object <- Object.normalize(in_reply_to) do
-        Map.put(object, "inReplyTo", in_reply_to_object.data["id"])
-      else
-        _ -> object
-      end
+  defp add_in_reply_to(object, nil), do: object
 
-    Map.merge(object, merge)
+  defp add_in_reply_to(object, in_reply_to) do
+    with %Object{} = in_reply_to_object <- Object.normalize(in_reply_to) do
+      Map.put(object, "inReplyTo", in_reply_to_object.data["id"])
+    else
+      _ -> object
+    end
   end
 
   def format_naive_asctime(date) do
@@ -373,17 +390,16 @@ def to_masto_date(%NaiveDateTime{} = date) do
     |> String.replace(~r/(\.\d+)?$/, ".000Z", global: false)
   end
 
-  def to_masto_date(date) do
-    try do
-      date
-      |> NaiveDateTime.from_iso8601!()
-      |> NaiveDateTime.to_iso8601()
-      |> String.replace(~r/(\.\d+)?$/, ".000Z", global: false)
-    rescue
-      _e -> ""
+  def to_masto_date(date) when is_binary(date) do
+    with {:ok, date} <- NaiveDateTime.from_iso8601(date) do
+      to_masto_date(date)
+    else
+      _ -> ""
     end
   end
 
+  def to_masto_date(_), do: ""
+
   defp shortname(name) do
     if String.length(name) < 30 do
       name
@@ -428,7 +444,7 @@ def maybe_notify_mentioned_recipients(
 
     object_data =
       cond do
-        !is_nil(object) ->
+        not is_nil(object) ->
           object.data
 
         is_map(data["object"]) ->
@@ -472,9 +488,9 @@ def maybe_notify_subscribers(recipients, _), do: recipients
 
   def maybe_extract_mentions(%{"tag" => tag}) do
     tag
-    |> Enum.filter(fn x -> is_map(x) end)
-    |> Enum.filter(fn x -> x["type"] == "Mention" end)
+    |> Enum.filter(fn x -> is_map(x) && x["type"] == "Mention" end)
     |> Enum.map(fn x -> x["href"] end)
+    |> Enum.uniq()
   end
 
   def maybe_extract_mentions(_), do: []
diff --git a/test/web/common_api/common_api_utils_test.exs b/test/web/common_api/common_api_utils_test.exs
index 4b5666c29..5989d7d29 100644
--- a/test/web/common_api/common_api_utils_test.exs
+++ b/test/web/common_api/common_api_utils_test.exs
@@ -306,7 +306,6 @@ test "for private posts, not a reply" do
       mentions = [mentioned_user.ap_id]
 
       {to, cc} = Utils.get_to_and_cc(user, mentions, nil, "private")
-
       assert length(to) == 2
       assert length(cc) == 0
 
@@ -380,4 +379,222 @@ test "get activity by object when type isn't `Create` " do
       assert like.data["object"] == activity.data["object"]
     end
   end
+
+  describe "to_master_date/1" do
+    test "removes microseconds from date (NaiveDateTime)" do
+      assert Utils.to_masto_date(~N[2015-01-23 23:50:07.123]) == "2015-01-23T23:50:07.000Z"
+    end
+
+    test "removes microseconds from date (String)" do
+      assert Utils.to_masto_date("2015-01-23T23:50:07.123Z") == "2015-01-23T23:50:07.000Z"
+    end
+
+    test "returns empty string when date invalid" do
+      assert Utils.to_masto_date("2015-01?23T23:50:07.123Z") == ""
+    end
+  end
+
+  describe "conversation_id_to_context/1" do
+    test "returns id" do
+      object = insert(:note)
+      assert Utils.conversation_id_to_context(object.id) == object.data["id"]
+    end
+
+    test "returns error if object not found" do
+      assert Utils.conversation_id_to_context("123") == {:error, "No such conversation"}
+    end
+  end
+
+  describe "maybe_notify_mentioned_recipients/2" do
+    test "returns recipients when activity is not `Create`" do
+      activity = insert(:like_activity)
+      assert Utils.maybe_notify_mentioned_recipients(["test"], activity) == ["test"]
+    end
+
+    test "returns recipients from tag" do
+      user = insert(:user)
+
+      object =
+        insert(:note,
+          user: user,
+          data: %{
+            "tag" => [
+              %{"type" => "Hashtag"},
+              "",
+              %{"type" => "Mention", "href" => "https://testing.pleroma.lol/users/lain"},
+              %{"type" => "Mention", "href" => "https://shitposter.club/user/5381"},
+              %{"type" => "Mention", "href" => "https://shitposter.club/user/5381"}
+            ]
+          }
+        )
+
+      activity = insert(:note_activity, user: user, note: object)
+
+      assert Utils.maybe_notify_mentioned_recipients(["test"], activity) == [
+               "test",
+               "https://testing.pleroma.lol/users/lain",
+               "https://shitposter.club/user/5381"
+             ]
+    end
+
+    test "returns recipients when object is map" do
+      user = insert(:user)
+      object = insert(:note, user: user)
+
+      activity =
+        insert(:note_activity,
+          user: user,
+          note: object,
+          data_attrs: %{
+            "object" => %{
+              "tag" => [
+                %{"type" => "Hashtag"},
+                "",
+                %{"type" => "Mention", "href" => "https://testing.pleroma.lol/users/lain"},
+                %{"type" => "Mention", "href" => "https://shitposter.club/user/5381"},
+                %{"type" => "Mention", "href" => "https://shitposter.club/user/5381"}
+              ]
+            }
+          }
+        )
+
+      Pleroma.Repo.delete(object)
+
+      assert Utils.maybe_notify_mentioned_recipients(["test"], activity) == [
+               "test",
+               "https://testing.pleroma.lol/users/lain",
+               "https://shitposter.club/user/5381"
+             ]
+    end
+
+    test "returns recipients when object not found" do
+      user = insert(:user)
+      object = insert(:note, user: user)
+
+      activity = insert(:note_activity, user: user, note: object)
+      Pleroma.Repo.delete(object)
+
+      assert Utils.maybe_notify_mentioned_recipients(["test-test"], activity) == [
+               "test-test"
+             ]
+    end
+  end
+
+  describe "attachments_from_ids_descs/2" do
+    test "returns [] when attachment ids is empty" do
+      assert Utils.attachments_from_ids_descs([], "{}") == []
+    end
+
+    test "returns list attachments with desc" do
+      object = insert(:note)
+      desc = Jason.encode!(%{object.id => "test-desc"})
+
+      assert Utils.attachments_from_ids_descs(["#{object.id}", "34"], desc) == [
+               Map.merge(object.data, %{"name" => "test-desc"})
+             ]
+    end
+  end
+
+  describe "attachments_from_ids/1" do
+    test "returns attachments with descs" do
+      object = insert(:note)
+      desc = Jason.encode!(%{object.id => "test-desc"})
+
+      assert Utils.attachments_from_ids(%{
+               "media_ids" => ["#{object.id}"],
+               "descriptions" => desc
+             }) == [
+               Map.merge(object.data, %{"name" => "test-desc"})
+             ]
+    end
+
+    test "returns attachments without descs" do
+      object = insert(:note)
+      assert Utils.attachments_from_ids(%{"media_ids" => ["#{object.id}"]}) == [object.data]
+    end
+
+    test "returns [] when not pass media_ids" do
+      assert Utils.attachments_from_ids(%{}) == []
+    end
+  end
+
+  describe "maybe_add_list_data/3" do
+    test "adds list params when found user list" do
+      user = insert(:user)
+      {:ok, %Pleroma.List{} = list} = Pleroma.List.create("title", user)
+
+      assert Utils.maybe_add_list_data(%{additional: %{}, object: %{}}, user, {:list, list.id}) ==
+               %{
+                 additional: %{"bcc" => [list.ap_id], "listMessage" => list.ap_id},
+                 object: %{"listMessage" => list.ap_id}
+               }
+    end
+
+    test "returns original params when list not found" do
+      user = insert(:user)
+      {:ok, %Pleroma.List{} = list} = Pleroma.List.create("title", insert(:user))
+
+      assert Utils.maybe_add_list_data(%{additional: %{}, object: %{}}, user, {:list, list.id}) ==
+               %{additional: %{}, object: %{}}
+    end
+  end
+
+  describe "make_note_data/11" do
+    test "returns note data" do
+      user = insert(:user)
+      note = insert(:note)
+      user2 = insert(:user)
+      user3 = insert(:user)
+
+      assert Utils.make_note_data(
+               user.ap_id,
+               [user2.ap_id],
+               "2hu",
+               "<h1>This is :moominmamma: note</h1>",
+               [],
+               note.id,
+               [name: "jimm"],
+               "test summary",
+               [user3.ap_id],
+               false,
+               %{"custom_tag" => "test"}
+             ) == %{
+               "actor" => user.ap_id,
+               "attachment" => [],
+               "cc" => [user3.ap_id],
+               "content" => "<h1>This is :moominmamma: note</h1>",
+               "context" => "2hu",
+               "sensitive" => false,
+               "summary" => "test summary",
+               "tag" => ["jimm"],
+               "to" => [user2.ap_id],
+               "type" => "Note",
+               "custom_tag" => "test"
+             }
+    end
+  end
+
+  describe "maybe_add_attachments/3" do
+    test "returns parsed results when no_links is true" do
+      assert Utils.maybe_add_attachments(
+               {"test", [], ["tags"]},
+               [],
+               true
+             ) == {"test", [], ["tags"]}
+    end
+
+    test "adds attachments to parsed results" do
+      attachment = %{"url" => [%{"href" => "SakuraPM.png"}]}
+
+      assert Utils.maybe_add_attachments(
+               {"test", [], ["tags"]},
+               [attachment],
+               false
+             ) == {
+               "test<br><a href=\"SakuraPM.png\" class='attachment'>SakuraPM.png</a>",
+               [],
+               ["tags"]
+             }
+    end
+  end
 end

From 139b196bc0328d812adb9434b2da97265d57257d Mon Sep 17 00:00:00 2001
From: Maksim <parallel588@gmail.com>
Date: Tue, 6 Aug 2019 20:19:28 +0000
Subject: [PATCH 58/66] [#1150] fixed parser TwitterCard

---
 .../web/rich_media/parsers/twitter_card.ex    |  21 +-
 ...facial-recognition-children-teenagers.html | 227 ++++++++++++++++++
 ...acial-recognition-children-teenagers2.html | 226 +++++++++++++++++
 ...acial-recognition-children-teenagers3.html | 227 ++++++++++++++++++
 .../rich_media/parsers/twitter_card_test.exs  |  69 ++++++
 5 files changed, 763 insertions(+), 7 deletions(-)
 create mode 100644 test/fixtures/nypd-facial-recognition-children-teenagers.html
 create mode 100644 test/fixtures/nypd-facial-recognition-children-teenagers2.html
 create mode 100644 test/fixtures/nypd-facial-recognition-children-teenagers3.html
 create mode 100644 test/web/rich_media/parsers/twitter_card_test.exs

diff --git a/lib/pleroma/web/rich_media/parsers/twitter_card.ex b/lib/pleroma/web/rich_media/parsers/twitter_card.ex
index e4efe2dd0..afaa98f3d 100644
--- a/lib/pleroma/web/rich_media/parsers/twitter_card.ex
+++ b/lib/pleroma/web/rich_media/parsers/twitter_card.ex
@@ -3,13 +3,20 @@
 # SPDX-License-Identifier: AGPL-3.0-only
 
 defmodule Pleroma.Web.RichMedia.Parsers.TwitterCard do
+  alias Pleroma.Web.RichMedia.Parsers.MetaTagsParser
+
+  @spec parse(String.t(), map()) :: {:ok, map()} | {:error, String.t()}
   def parse(html, data) do
-    Pleroma.Web.RichMedia.Parsers.MetaTagsParser.parse(
-      html,
-      data,
-      "twitter",
-      "No twitter card metadata found",
-      "name"
-    )
+    data
+    |> parse_name_attrs(html)
+    |> parse_property_attrs(html)
+  end
+
+  defp parse_name_attrs(data, html) do
+    MetaTagsParser.parse(html, data, "twitter", %{}, "name")
+  end
+
+  defp parse_property_attrs({_, data}, html) do
+    MetaTagsParser.parse(html, data, "twitter", "No twitter card metadata found", "property")
   end
 end
diff --git a/test/fixtures/nypd-facial-recognition-children-teenagers.html b/test/fixtures/nypd-facial-recognition-children-teenagers.html
new file mode 100644
index 000000000..5702c4484
--- /dev/null
+++ b/test/fixtures/nypd-facial-recognition-children-teenagers.html
@@ -0,0 +1,227 @@
+<!DOCTYPE html>
+<html lang="en" itemId="https://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html" itemType="http://schema.org/NewsArticle" itemScope="" class="story" xmlns:og="http://opengraphprotocol.org/schema/">
+  <head>
+    <title data-rh="true">She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database. - The New York Times</title>
+    <meta data-rh="true" itemprop="inLanguage" content="en-US"/><meta data-rh="true" property="article:published" itemprop="datePublished dateCreated" content="2019-08-01T17:15:31.000Z"/><meta data-rh="true" property="article:modified" itemprop="dateModified" content="2019-08-02T09:30:23.000Z"/><meta data-rh="true" http-equiv="Content-Language" content="en"/><meta data-rh="true" name="robots" content="noarchive"/><meta data-rh="true" name="articleid" itemprop="identifier" content="100000006583622"/><meta data-rh="true" name="nyt_uri" itemprop="identifier" content="nyt://article/9da58246-2495-505f-9abd-b5fda8e67b56"/><meta data-rh="true" name="pubp_event_id" itemprop="identifier" content="pubp://event/47a657bafa8a476bb36832f90ee5ac6e"/><meta data-rh="true" name="description" itemprop="description" content="With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers."/><meta data-rh="true" name="image" itemprop="image" content="https://static01.nyt.com/images/2019/08/01/nyregion/01nypd-juveniles-promo/01nypd-juveniles-promo-facebookJumbo.jpg"/><meta data-rh="true" name="byl" content="By Joseph Goldstein and Ali Watkins"/><meta data-rh="true" name="thumbnail" itemprop="thumbnailUrl" content="https://static01.nyt.com/images/2019/08/01/nyregion/01nypd-juveniles-promo/01nypd-juveniles-promo-thumbStandard.jpg"/><meta data-rh="true" name="news_keywords" content="NYPD,Juvenile delinquency,Facial Recognition,Privacy,Government Surveillance,Police,Civil Rights,NYC"/><meta data-rh="true" name="pdate" content="20190801"/><meta data-rh="true" property="og:url" content="https://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"/><meta data-rh="true" property="og:type" content="article"/><meta data-rh="true" property="og:title" content="She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database."/><meta data-rh="true" property="og:image" content="https://static01.nyt.com/images/2019/08/01/nyregion/01nypd-juveniles-promo/01nypd-juveniles-promo-facebookJumbo.jpg"/><meta data-rh="true" property="og:description" content="With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers."/><meta data-rh="true" property="twitter:url" content="https://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"/><meta data-rh="true" property="twitter:title" content="She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database."/><meta data-rh="true" property="twitter:description" content="With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers."/><meta data-rh="true" property="twitter:image" content="https://static01.nyt.com/images/2019/08/01/nyregion/01nypd-juveniles-promo/01nypd-juveniles-promo-videoSixteenByNineJumbo1600.jpg"/><meta data-rh="true" property="twitter:image:alt" content=""/><meta data-rh="true" property="twitter:card" content="summary_large_image"/><meta data-rh="true" property="article:section" itemprop="articleSection" content="New York"/><meta data-rh="true" property="article:tag" content="Police Department (NYC)"/><meta data-rh="true" property="article:tag" content="Juvenile Delinquency"/><meta data-rh="true" property="article:tag" content="Facial Recognition Software"/><meta data-rh="true" property="article:tag" content="Privacy"/><meta data-rh="true" property="article:tag" content="Surveillance of Citizens by Government"/><meta data-rh="true" property="article:tag" content="Police"/><meta data-rh="true" property="article:tag" content="Civil Rights and Liberties"/><meta data-rh="true" property="article:tag" content="New York City"/><meta data-rh="true" name="CG" content="nyregion"/><meta data-rh="true" name="SCG" content=""/><meta data-rh="true" name="CN" content="experience-tech-and-society"/><meta data-rh="true" name="CT" content="spotlight"/><meta data-rh="true" name="PT" content="article"/><meta data-rh="true" name="PST" content="News"/><meta data-rh="true" name="url" itemprop="url" content="https://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"/><meta data-rh="true" name="msapplication-starturl" content="https://www.nytimes.com"/><meta data-rh="true" property="al:android:url" content="nytimes://reader/id/100000006583622"/><meta data-rh="true" property="al:android:package" content="com.nytimes.android"/><meta data-rh="true" property="al:android:app_name" content="NYTimes"/><meta data-rh="true" name="twitter:app:name:googleplay" content="NYTimes"/><meta data-rh="true" name="twitter:app:id:googleplay" content="com.nytimes.android"/><meta data-rh="true" name="twitter:app:url:googleplay" content="nytimes://reader/id/100000006583622"/><meta data-rh="true" property="al:iphone:url" content="nytimes://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"/><meta data-rh="true" property="al:iphone:app_store_id" content="284862083"/><meta data-rh="true" property="al:iphone:app_name" content="NYTimes"/><meta data-rh="true" property="al:ipad:url" content="nytimes://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"/><meta data-rh="true" property="al:ipad:app_store_id" content="357066198"/><meta data-rh="true" property="al:ipad:app_name" content="NYTimes"/>
+    <meta charset="utf-8" />
+<meta http-equiv="X-UA-Compatible" content="IE=edge" />
+<meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1" />
+<meta property="fb:app_id" content="9869919170" />
+<meta name="twitter:site" value="@nytimes" />
+
+    
+    <script type="text/javascript">
+      // 20.585kB
+      window.viHeadScriptSize = 20.585;
+      (function () { var _f=function(e){window.vi=window.vi||{},window.vi.env=Object.freeze(e)};;_f.apply(null, [{"JKIDD_PATH":"https://a.nytimes.com/svc/nyt/data-layer","ET2_URL":"https://a.et.nytimes.com","WEDDINGS_PATH":"https://content.api.nytimes.com","GDPR_PATH":"https://us-central1-nyt-wfvi-prd.cloudfunctions.net/gdpr-email-form","RECAPTCHA_SITEKEY":"6LevSGcUAAAAAF-7fVZF05VTRiXvBDAY4vBSPaTF","ABRA_ET_URL":"//et.nytimes.com","NODE_ENV":"production","SENTRY_SAMPLE_RATE":"10","EXPERIMENTAL_ROUTE_PREFIX":"","ENVIRONMENT":"prd","RELEASE":"034494769d779a637c178f47c2096df69b7c07a4","AUTH_HOST":"https://myaccount.nytimes.com","SWG_PUBLICATION_ID":"nytimes.com","GQL_FETCH_TIMEOUT":"4000"}]); })();;
+    !function(){if('PerformanceLongTaskTiming' in window){var g=window.__tti={e:[]};
+    g.o=new PerformanceObserver(function(l){g.e=g.e.concat(l.getEntries())});
+    g.o.observe({entryTypes:['longtask']})}}();
+;
+	!function(n,e){var t,o,i,c=[],f={passive:!0,capture:!0},r=new Date,a="pointerup",u="pointercancel";function p(n,c){t||(t=c,o=n,i=new Date,w(e),s())}function s(){o>=0&&o<i-r&&(c.forEach(function(n){n(o,t)}),c=[])}function l(t){if(t.cancelable){var o=(t.timeStamp>1e12?new Date:performance.now())-t.timeStamp;"pointerdown"==t.type?function(t,o){function i(){p(t,o),r()}function c(){r()}function r(){e(a,i,f),e(u,c,f)}n(a,i,f),n(u,c,f)}(o,t):p(o,t)}}function w(n){["click","mousedown","keydown","touchstart","pointerdown"].forEach(function(e){n(e,l,f)})}w(n),self.perfMetrics=self.perfMetrics||{},self.perfMetrics.onFirstInputDelay=function(n){c.push(n),s()}}(addEventListener,removeEventListener);
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+      (window.dataLayer = window.dataLayer || []).push({
+        event: "performance",
+        pageview: {
+          performance: performance
+        }
+      });
+    }
+  });
+  observer.observe({
+    entryTypes: ["paint"]
+  });
+} catch (e) {};
+!function(i,e){var a,s,c,p,u,g=[],
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+/\//g,"_")}if(i.nyt_et)try{console.warn("et2 snippet should only load once per page")}catch(e
+){}else i.nyt_et=function(){var e,t,n,o=arguments;function r(r){g.length&&(function(e,t,n){if(
+"beacon"===y||f&&r)return i.navigator.sendBeacon(e,t)
+;var o="undefined"!=typeof XMLHttpRequest?new XMLHttpRequest:new ActiveXObject("Microsoft.XMLHTTP")
+;o.open("POST",e),o.withCredentials=!0,o.setRequestHeader("Accept","*/*"),
+"string"==typeof t?o.setRequestHeader("Content-Type","text/plain;charset=UTF-8"
+):"[object Blob]"==={}.toString.call(t)&&t.type&&o.setRequestHeader("Content-Type",t.type);try{
+o.send(t)}catch(e){}}(a+"/track",JSON.stringify(g)),g.length=0,clearTimeout(u),u=null)}if(
+"string"==typeof o[0]&&/init/.test(o[0])&&(c=d(),"init"==o[0]&&!s)){if(s=d(),
+"string"!=typeof o[1]||!/^http/.test(o[1]))throw new Error("init must include an et host url")
+;a=String(o[1]).replace(/\/$/,""),"string"==typeof o[2]&&(p=o[2])}n="page_exit"==(e=o[o.length-1]
+).subject||"ob_click"==(e.eventData||{}).type,a&&"object"==typeof e&&(t="page"==e.subject?c:d(),
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animation-1kjk1j2{0%{-webkit-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,10px);-ms-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,10px);transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,10px);}25%{-webkit-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,5px);-ms-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,5px);transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,5px);}50%{-webkit-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,0px);-ms-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,0px);transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) 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animation-4hu8jm{0%{-webkit-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);}33.33%{-webkit-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);}100%{-webkit-transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);}}@keyframes animation-4hu8jm{0%{-webkit-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);}33.33%{-webkit-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.9) 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animation-1wqz2f4{0%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);}33.33%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);}100%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);}}@-webkit-keyframes animation-yl3z84{0%{-webkit-transform:translate(11.329999923706055px,0px) scale(1,0.85) translate(-11.329999923706055px,0px);-ms-transform:translate(11.329999923706055px,0px) scale(1,0.85) translate(-11.329999923706055px,0px);transform:translate(11.329999923706055px,0px) scale(1,0.85) 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style="text-align:center;height:100%;display:block;min-height:250px"><div id="top" class="place-ad" data-position="top"></div></div></div><span itemProp="hasPart" itemscope="" itemType="http://schema.org/WebPageElement"><meta itemProp="isAccessibleForFree" content="False"/><meta itemProp="cssSelector" content=".meteredContent"/></span><div><header class="css-llk6mt euiyums4"><div id="sponsor-wrapper" class="css-1hyfx7x"><div id="sponsor-slug" class="css-19vbshk"><p>Supported by</p></div><div class="ad sponsor-wrapper" style="text-align:center;height:100%;display:block"><div id="sponsor" class="" data-position="sponsor"></div></div></div><div class="css-11n4cex euiyums3"></div><div class="css-1vkm6nb ehdk2mb0"><h1 itemProp="headline" class="css-1s4ffep e1h9rw200" id="link-2df79d6c"><span>She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database.</span></h1></div><p class="css-1ifw933 e1wiw3jv0">With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers.</p><div class="css-79elbk" data-testid="photoviewer-wrapper"><div class="css-z3e15g" data-testid="photoviewer-wrapper-hidden"></div><div data-testid="photoviewer-children" class="css-1a48zt4 ehw59r15"><figure class="sizeMedium layoutVertical css-1ox9jel" aria-label="media" role="group" itemscope="" itemProp="associatedMedia" itemID="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=90&amp;auto=webp" itemType="http://schema.org/ImageObject"><div class="css-bsn42l"><span class="css-1dv1kvn">Image</span><img alt="“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, who pleaded guilty to an assault that occurred when she was 14." class="css-11cwn6f" src="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale" srcSet="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=90&amp;auto=webp 600w,https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-jumbo.jpg?quality=90&amp;auto=webp 683w,https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-superJumbo.jpg?quality=90&amp;auto=webp 1366w" sizes="((min-width: 600px) and (max-width: 1004px)) 84vw, (min-width: 1005px) 60vw, 100vw" itemProp="url" itemID="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale"/></div><figcaption itemProp="caption description" class="css-17ai7jg emkp2hg0"><span aria-hidden="true" class="css-8i9d0s e13ogyst0">“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, who pleaded guilty to an assault that occurred when she was 14.</span><span itemProp="copyrightHolder" class="emkp2hg2 css-1nwzsjy e1z0qqy90"><span class="css-1ly73wi e1tej78p0">Credit</span><span><span class="css-1dv1kvn">Credit</span><span>Sarah Blesener for The New York Times</span></span></span></figcaption></figure></div></div><div class="css-acwcvw epjyd6m0"><div class="css-pdw9fk epjyd6m1"><div class="css-1txwxcy ey68jwv0"><a href="https://www.nytimes.com/by/joseph-goldstein" class="css-uwwqev"><img alt="Joseph Goldstein" title="Joseph Goldstein" src="https://static01.nyt.com/images/2018/07/16/multimedia/author-joseph-goldstein/author-joseph-goldstein-thumbLarge.png" class="css-1rjmmt7 ey68jwv2"/></a><a href="https://www.nytimes.com/by/ali-watkins" class="css-uwwqev"><img alt="Ali Watkins" title="Ali Watkins" src="https://static01.nyt.com/images/2019/02/20/multimedia/author-ali-watkins/author-ali-watkins-thumbLarge.png" class="css-1rjmmt7 ey68jwv2"/></a></div><div class="css-1baulvz"><p class="css-1nuro5j e1jsehar1" itemProp="author" itemscope="" itemType="http://schema.org/Person">By<!-- --> <a href="https://www.nytimes.com/by/joseph-goldstein" class="css-1riqqik e1jsehar0"><span class="css-1baulvz" itemProp="name">Joseph Goldstein</span></a> and <a href="https://www.nytimes.com/by/ali-watkins" class="css-1riqqik e1jsehar0"><span class="css-1baulvz last-byline" itemProp="name">Ali Watkins</span></a></p></div></div><ul class="css-1w5cs23 epjyd6m2"><li><time class="css-rqb9bm e16638kd0" dateTime="2019-08-01">Aug 1, 2019</time></li><li class="css-6n7j50"><div class=""><div role="toolbar" aria-label="Social Media Share buttons, Save button, and Comments Panel with current comment count" class="css-d8bdto" data-testid="share-tools"><ul class="css-y8aj3r"><li class="css-60hakz"><a href="https://www.facebook.com/dialog/feed?app_id=9869919170&amp;link=https%3A%2F%2Fwww.nytimes.com%2F2019%2F08%2F01%2Fnyregion%2Fnypd-facial-recognition-children-teenagers.html&amp;smid=fb-share&amp;name=She%20Was%20Arrested%20at%2014.%20Then%20Her%20Photo%20Went%20to%20a%20Facial%20Recognition%20Database.&amp;redirect_uri=https%3A%2F%2Fwww.facebook.com%2F" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><svg class="css-4brsb6" viewBox="0 0 7 15" width="7" height="15"><path fill-rule="evenodd" clip-rule="evenodd" d="M4.775 14.163V7.08h1.923l.255-2.441H4.775l.004-1.222c0-.636.06-.977.958-.977H6.94V0H5.016c-2.31 0-3.123 1.184-3.123 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class="css-exrw3m evys1bk0"><em class="css-2fg4z9 e1gzwzxm0">[What you need to know to start the day: </em><a class="css-1g7m0tk" href="https://www.nytimes.com/newsletters/newyorktoday?module=inline" title=""><em class="css-2fg4z9 e1gzwzxm0">Get New York Today in your inbox</em></a><em class="css-2fg4z9 e1gzwzxm0">.]</em></p><p class="css-exrw3m evys1bk0">The New York Police Department has been loading <!-- -->thousands of arrest photos of children and teenagers<!-- --> into a facial recognition database despite evidence the technology has a higher risk of false matches in younger faces. </p><p class="css-exrw3m evys1bk0">For about four years, internal records show, the department has used the technology to compare crime scene images with its collection of juvenile mug <!-- -->shots<!-- -->, the photos that are taken at an arrest. Most of the photos are of teenagers, largely 13 to 16 years old, but children as young as 11 have been included. </p><p class="css-exrw3m evys1bk0">Elected officials and civil rights groups said the disclosure that the city was deploying a powerful surveillance tool on adolescents — whose privacy seems sacrosanct and whose status is protected in the criminal justice system — was a striking example of the Police Department’s ability to adopt advancing technology with little public scrutiny.</p><p class="css-exrw3m evys1bk0">Several members of the City Council as well as a range of civil liberties groups said they were unaware of the policy until they were contacted by The New York Times. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">Police <!-- -->Department officials defended the decision, <!-- -->saying it was just the latest evolution of a longstanding policing technique: using arrest photos to identify suspects.</p><p class="css-exrw3m evys1bk0">“I don’t think this is any secret decision that’s made behind closed doors,” the city’s chief of detectives, Dermot F. Shea, said in an interview. “This is just process, and making sure we’re doing everything to fight crime.” </p><p class="css-exrw3m evys1bk0">Other cities have begun to debate whether law enforcement should use facial recognition, which relies on an algorithm to quickly pore through images and suggest matches. In May, <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/05/14/us/facial-recognition-ban-san-francisco.html?module=inline" title="">San Francisco blocked city agencies, including the police</a>, from using the tool amid unease about potential government <!-- -->abuse<!-- -->. <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/07/08/us/detroit-facial-recognition-cameras.html?module=inline" title="">Detroit is facing public resistance to a technology </a>that has been shown to have lower accuracy with people with darker skin. </p><p class="css-exrw3m evys1bk0">In New York, the state Education Department recently told the Lockport, N.Y., <!-- -->school district to delay a plan to use facial recognition on students, citing privacy concerns. </p><p class="css-exrw3m evys1bk0">“At the end <!-- -->of the day, it should be banned — no young people,” said <!-- -->Councilman Donovan Richards<!-- -->, a Queens Democrat who heads the Public Safety Committee, which oversees the Police Department. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">The department said its legal bureau had approved using facial recognition on juveniles. <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?module=inline" title="">The algorithm may suggest a lead, but detectives would not make an arrest based solely on </a><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?module=inline" title="">that</a>, Chief Shea said.</p></div><aside class="css-o6xoe7"></aside></div><div class="css-79elbk" data-testid="photoviewer-wrapper"><div class="css-z3e15g" data-testid="photoviewer-wrapper-hidden"></div><div data-testid="photoviewer-children" class="css-1a48zt4 ehw59r15"><figure class="css-jcw7oy e1g7ppur0" aria-label="media" role="group" itemProp="associatedMedia" itemscope="" itemID="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=90&amp;auto=webp" itemType="http://schema.org/ImageObject"><div class="css-1xdhyk6 erfvjey0"><span class="css-1ly73wi e1tej78p0">Image</span><img alt="Dermot Shea, the city&amp;rsquo;s chief of detectives, said investigators would not arrest anyone based solely on a facial recognition match." class="css-1m50asq" src="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale" srcSet="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=90&amp;auto=webp 600w,https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-jumbo.jpg?quality=90&amp;auto=webp 1024w,https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-superJumbo.jpg?quality=90&amp;auto=webp 2048w" sizes="((min-width: 600px) and (max-width: 1004px)) 84vw, (min-width: 1005px) 60vw, 100vw" itemProp="url" itemID="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale"/></div><figcaption itemProp="caption description" class="css-1l44abu e1xdpqjp0"><span aria-hidden="true" class="css-8i9d0s e13ogyst0">Dermot Shea, the city&rsquo;s chief of detectives, said investigators would not arrest anyone based solely on a facial recognition match.</span><span itemProp="copyrightHolder" class="css-vuqh7u e1z0qqy90"><span class="css-1ly73wi e1tej78p0">Credit</span><span>Chang W. Lee/The New York Times</span></span></figcaption></figure></div></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">Still, facial recognition has not been widely tested on children. Most algorithms are taught to “think” based on adult faces, and there is growing evidence that they do not work as well on children. </p><p class="css-exrw3m evys1bk0">The National Institute of Standards and Technology<!-- -->, which is part of the Commerce Department and <a class="css-1g7m0tk" href="https://nvlpubs.nist.gov/nistpubs/ir/2018/NIST.IR.8238.pdf" title="" rel="noopener noreferrer" target="_blank">evaluates facial recognition </a><a class="css-1g7m0tk" href="https://nvlpubs.nist.gov/nistpubs/ir/2018/NIST.IR.8238.pdf" title="" rel="noopener noreferrer" target="_blank">algorithms</a> for accuracy, recently found the <!-- -->vast majority of more than 100 <!-- -->facial recognition <!-- -->algorithms had a higher rate of mistaken matches among children. The <!-- -->e<!-- -->rror rate was most pronounced in young children but was also seen in those aged 10 to 16.</p><p class="css-exrw3m evys1bk0">Aging poses another problem:<!-- --> The appearance of children and adolescents can change <!-- --> drastically as bones stretch and shift, altering the underlying facial structure. </p><p class="css-exrw3m evys1bk0">“I would use extreme caution in using those algorithms,” said <!-- -->Karl Ricanek Jr.<!-- -->, a computer science professor and <!-- -->co-founder of the Face Aging Group at the University of North Carolina-<!-- -->Wilmington<!-- -->. </p><p class="css-exrw3m evys1bk0">Technology that can match an image of a younger teenager to a recent arrest photo may be less effective at finding the same person even one or two years later, he said. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0"> “The systems do not have the capacity to understand the dynamic changes that occur to a child’s face,” Dr. Ricanek said. </p><p class="css-exrw3m evys1bk0">Idemia<!-- --> and <!-- -->DataWorks Plus<!-- -->, the two companies that provide facial recognition software to the Police Department, did not respond to requests for comment. </p><p class="css-exrw3m evys1bk0">The New York Police Department can take arrest photos of minors as young as <!-- -->11<!-- --> who are charged with a felony, depending on the severity of the charge. </p><p class="css-exrw3m evys1bk0">And in many cases, the department keeps the photos for years, making facial recognition comparisons to what may have effectively become outdated images. There are photos of 5,500 individuals in the juvenile database, 4,100 of whom are no longer 16 or under, the department said. Teenagers 17 and older are considered adults in the criminal justice system. </p><p class="css-exrw3m evys1bk0">Police officials declined to provide statistics on how often their facial recognition systems provide false matches, or to explain how they evaluate the system’s effectiveness.</p><p class="css-exrw3m evys1bk0">“We are comfortable with this technology because it has proved to be a valuable investigative method,” Chief Shea said. Facial recognition has helped lead to thousands of arrests of both adults and juveniles, the department has said. </p><p class="css-exrw3m evys1bk0">Mayor Bill de Blasio had been aware the department was using the technology on minors, said Freddi Goldstein, a spokeswoman for the mayor. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">She said the Police Department followed “strict guidelines” in applying the technology and City Hall monitored the agency’s compliance with the policies. </p><p class="css-exrw3m evys1bk0">The Times learned details of the department’s use of facial recognition by reviewing documents posted online earlier this year by <a class="css-1g7m0tk" href="https://www.flawedfacedata.com/#footnote5" title="" rel="noopener noreferrer" target="_blank">Clare Garvie, a senior associate</a><a class="css-1g7m0tk" href="https://www.flawedfacedata.com/#footnote5" title="" rel="noopener noreferrer" target="_blank"> at the Center on Privacy and Technology at Georgetown Law</a>. Ms. Garvie received the documents as part of an open records lawsuit. </p><p class="css-exrw3m evys1bk0">It could not be determined whether other large police departments used facial recognition with juveniles because very few have written policies governing the use of the technology, Ms. Garvie said. </p><p class="css-exrw3m evys1bk0">New York detectives rely on a vast network<!-- --> of surveillance cameras throughout the city to provide images of people believed to have committed a crime. Since 2011, the department has had a dedicated unit of officers who use facial recognition to compare those images against millions of photos, usually mug shots. The software proposes matches, which have led to thousands of arrests, the department said. </p><p class="css-exrw3m evys1bk0">By 2013, top police officials were meeting to discuss including juveniles in the program, the documents reviewed by The Times showed. </p><p class="css-exrw3m evys1bk0">The documents showed that the juvenile database had been integrated into the system by 2015. </p><p class="css-exrw3m evys1bk0">“We have these photos. It makes sense,” Chief Shea said in the interview. </p><p class="css-exrw3m evys1bk0">State law requires that arrest photos be destroyed if the case is resolved in the juvenile’s favor, or if the child is found to have committed only a misdemeanor, rather than a felony. The photos also must be destroyed if a person reaches age 21 without a criminal record. <!-- --> </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">When children are charged with crimes, the court system usually takes some steps to prevent their acts from defining them in later years. Children who are 16 and under, for instance, are generally sent to Family Court, where records are not public. </p><p class="css-exrw3m evys1bk0">Yet including their photos in a facial recognition database runs the risk that an imperfect algorithm identifies them as possible suspects in later crimes, civil rights advocates said. A mistaken match could lead investigators to focus on the wrong person from the outset, they said. </p><p class="css-exrw3m evys1bk0">“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, a 17-year-old Brooklyn girl who had admitted guilt in Family Court to a group attack that happened when she was 14. She said she was present at the attack but did not participate. </p><p class="css-exrw3m evys1bk0">Bailey, who asked that she be identified only by her <!-- -->last name<!-- --> because she did not want her juvenile arrest to be public, has not been arrested again and is now a student at John Jay College of Criminal Justice. </p><p class="css-exrw3m evys1bk0">R<!-- -->ecent studies indicate that people of color, as well as children and women, have a greater risk of misidentification than their counterparts, sai<!-- -->d <!-- -->Joy Buolamwini<!-- -->, <!-- -->the founder of the Algorithmic Justice League and graduate researcher at the M.I.T. Media Lab<!-- -->, who has examined how human biases are built into artificial intelligence. </p><p class="css-exrw3m evys1bk0">The racial disparities in the juvenile justice system are stark: In New York, black and Latino juveniles were charged with crimes at far higher rates than whites in 2017, the most recent year for which numbers were available. Black juveniles outnumbered white juveniles <a class="css-1g7m0tk" href="https://www.criminaljustice.ny.gov/crimnet/ojsa/jj-reports/newyorkcity.pdf" title="" rel="noopener noreferrer" target="_blank">more than 15 to 1</a>.</p><p class="css-exrw3m evys1bk0">“If the facial recognition algorithm has a negative bias toward a black population, that will get magnified more toward children,” Dr. Ricanek said, adding that in terms of diminished accuracy, “you’re now putting yourself in unknown territory.”</p></div><aside class="css-o6xoe7"></aside></div><div class="css-1soubk3 epkadsg3"><div class="css-15g2oxy epkadsg2"><div class="css-2b3w4o e16ij5yr6"><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?action=click&amp;module=RelatedLinks&amp;pgtype=Article"><div class="css-i9gxme e16ij5yr4"><div class="css-14b9hti e16ij5yr5">Opinion | James O’Neill</div><div class="css-1j8dw05 e16ij5yr2">How Facial Recognition Makes You Safer</div><time class="css-rqb9bm e16638kd0" dateTime="2019-06-09">Jun 9, 2019</time></div><div class="css-1vm5oi9 e16ij5yr0"><img src="https://static01.nyt.com/images/2019/06/07/opinion/sunday/07Oneill/07Oneill-threeByTwoSmallAt2X.jpg" class="css-32rbo2 e16ij5yr1"/></div></a></div><div class="css-2b3w4o e16ij5yr6"><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/07/opinion/lockport-facial-recognition-schools.html?action=click&amp;module=RelatedLinks&amp;pgtype=Article"><div class="css-i9gxme e16ij5yr4"><div class="css-14b9hti e16ij5yr5">Opinion | Jim Shultz</div><div class="css-1j8dw05 e16ij5yr2">Spying on Children Won’t Keep Them Safe</div><time class="css-rqb9bm e16638kd0" dateTime="2019-06-07">Jun 7, 2019</time></div><div class="css-1vm5oi9 e16ij5yr0"><img src="https://static01.nyt.com/images/2019/06/07/opinion/07shultz-privacy/07shultz-privacy-threeByTwoSmallAt2X.jpg" class="css-32rbo2 e16ij5yr1"/></div></a></div></div></div></section><div class="bottom-of-article"><div class="css-1ubp8k9"></div><div class="css-wg1cha"><div class="css-19hdyf3 e1e7j8ap0"><div><p>Joseph Goldstein writes about policing and the criminal justice system. He has been a reporter at The Times since 2011, and is based in New York. He also worked for a year in the Kabul bureau, reporting on Afghanistan. <span class="css-4w91ra"> <a href="https://twitter.com/JoeKGoldstein" class="css-1rj8to8" rel="noopener noreferrer" target="_blank"><span class="css-0">@</span>JoeKGoldstein</a> </span></p></div></div><div class="css-19hdyf3 e1e7j8ap0"><div><p>Ali Watkins is a reporter on the Metro Desk, covering courts and social services. Previously, she covered national security in Washington for The Times, BuzzFeed and McClatchy Newspapers. <span class="css-4w91ra"> <a href="https://twitter.com/AliWatkins" class="css-1rj8to8" rel="noopener noreferrer" target="_blank"><span class="css-0">@</span>AliWatkins</a> </span></p></div></div></div><div class="css-vdv0al">A version of this article appears in print on <!-- -->, Section <!-- -->A<!-- -->, Page <!-- -->1<!-- --> of the New York edition<!-- --> with the headline: <!-- -->In New York, Police Computers  Scan Faces, Some as Young as 11<span>. <a href="http://www.nytreprints.com/">Order Reprints</a> | <a href="http://www.nytimes.com/pages/todayspaper/index.html">Today’s Paper</a> | <a href="https://www.nytimes.com/subscriptions/Multiproduct/lp8HYKU.html?campaignId=48JQY">Subscribe</a></span></div><div class="css-i29ckm"><div class="css-10raysz"></div><div role="toolbar" aria-label="Social Media Share buttons, Save button, and Comments Panel with current comment count" 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","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.0":{"__typename":"TextInline","text":"“I would use extreme caution in using those algorithms,” said ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.1":{"__typename":"TextInline","text":"Karl Ricanek Jr.","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.2":{"__typename":"TextInline","text":", a computer science professor and ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.3":{"__typename":"TextInline","text":"co-founder of the Face Aging Group at the University of North Carolina-","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.4":{"__typename":"TextInline","text":"Wilmington","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.5":{"__typename":"TextInline","text":". 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","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.0":{"__typename":"TextInline","text":"The New York Police Department can take arrest photos of minors as young as ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.1":{"__typename":"TextInline","text":"11","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.2":{"__typename":"TextInline","text":" who are charged with a felony, depending on the severity of the charge. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.40.content.0":{"__typename":"TextInline","text":"And in many cases, the department keeps the photos for years, making facial recognition comparisons to what may have effectively become outdated images. There are photos of 5,500 individuals in the juvenile database, 4,100 of whom are no longer 16 or under, the department said. Teenagers 17 and older are considered adults in the criminal justice system. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.42.content.0":{"__typename":"TextInline","text":"Police officials declined to provide statistics on how often their facial recognition systems provide false matches, or to explain how they evaluate the system’s effectiveness.","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.44.content.0":{"__typename":"TextInline","text":"“We are comfortable with this technology because it has proved to be a valuable investigative method,” Chief Shea said. Facial recognition has helped lead to thousands of arrests of both adults and juveniles, the department has said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.46.content.0":{"__typename":"TextInline","text":"Mayor Bill de Blasio had been aware the department was using the technology on minors, said Freddi Goldstein, a spokeswoman for the mayor. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.48.content.0":{"__typename":"TextInline","text":"She said the Police Department followed “strict guidelines” in applying the technology and City Hall monitored the agency’s compliance with the policies. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.0":{"__typename":"TextInline","text":"The Times learned details of the department’s use of facial recognition by reviewing documents posted online earlier this year by ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1":{"__typename":"TextInline","text":"Clare Garvie, a senior associate","formats":[{"type":"id","generated":true,"id":"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1.formats.0","typename":"LinkFormat"}]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1.formats.0":{"__typename":"LinkFormat","url":"https:\u002F\u002Fwww.flawedfacedata.com\u002F#footnote5","title":""},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2":{"__typename":"TextInline","text":" at the Center on Privacy and Technology at Georgetown Law","formats":[{"type":"id","generated":true,"id":"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2.formats.0","typename":"LinkFormat"}]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2.formats.0":{"__typename":"LinkFormat","url":"https:\u002F\u002Fwww.flawedfacedata.com\u002F#footnote5","title":""},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.3":{"__typename":"TextInline","text":". Ms. Garvie received the documents as part of an open records lawsuit. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.52.content.0":{"__typename":"TextInline","text":"It could not be determined whether other large police departments used facial recognition with juveniles because very few have written policies governing the use of the technology, Ms. Garvie said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.54.content.0":{"__typename":"TextInline","text":"New York detectives rely on a vast network","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.54.content.1":{"__typename":"TextInline","text":" of surveillance cameras throughout the city to provide images of people believed to have committed a crime. Since 2011, the department has had a dedicated unit of officers who use facial recognition to compare those images against millions of photos, usually mug shots. The software proposes matches, which have led to thousands of arrests, the department said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.56.content.0":{"__typename":"TextInline","text":"By 2013, top police officials were meeting to discuss including juveniles in the program, the documents reviewed by The Times showed. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.58.content.0":{"__typename":"TextInline","text":"The documents showed that the juvenile database had been integrated into the system by 2015. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.59.content.0":{"__typename":"TextInline","text":"“We have these photos. It makes sense,” Chief Shea said in the interview. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.61.content.0":{"__typename":"TextInline","text":"State law requires that arrest photos be destroyed if the case is resolved in the juvenile’s favor, or if the child is found to have committed only a misdemeanor, rather than a felony. The photos also must be destroyed if a person reaches age 21 without a criminal record. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.61.content.1":{"__typename":"TextInline","text":" ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.63.content.0":{"__typename":"TextInline","text":"When children are charged with crimes, the court system usually takes some steps to prevent their acts from defining them in later years. Children who are 16 and under, for instance, are generally sent to Family Court, where records are not public. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.65.content.0":{"__typename":"TextInline","text":"Yet including their photos in a facial recognition database runs the risk that an imperfect algorithm identifies them as possible suspects in later crimes, civil rights advocates said. A mistaken match could lead investigators to focus on the wrong person from the outset, they said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.67.content.0":{"__typename":"TextInline","text":"“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, a 17-year-old Brooklyn girl who had admitted guilt in Family Court to a group attack that happened when she was 14. She said she was present at the attack but did not participate. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.0":{"__typename":"TextInline","text":"Bailey, who asked that she be identified only by her ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.1":{"__typename":"TextInline","text":"last name","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.2":{"__typename":"TextInline","text":" because she did not want her juvenile arrest to be public, has not been arrested again and is now a student at John Jay College of Criminal Justice. 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Media Lab","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.71.content.6":{"__typename":"TextInline","text":", who has examined how human biases are built into artificial intelligence. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.73.content.0":{"__typename":"TextInline","text":"The racial disparities in the juvenile justice system are stark: In New York, black and Latino juveniles were charged with crimes at far higher rates than whites in 2017, the most recent year for which numbers were available. Black juveniles outnumbered white juveniles ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.73.content.1":{"__typename":"TextInline","text":"more than 15 to 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animation-4hu8jm{0%{-webkit-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);}33.33%{-webkit-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);}100%{-webkit-transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);}}@keyframes animation-4hu8jm{0%{-webkit-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);}33.33%{-webkit-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.9) 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animation-1wqz2f4{0%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);}33.33%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);}100%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);}}@-webkit-keyframes animation-yl3z84{0%{-webkit-transform:translate(11.329999923706055px,0px) scale(1,0.85) translate(-11.329999923706055px,0px);-ms-transform:translate(11.329999923706055px,0px) scale(1,0.85) translate(-11.329999923706055px,0px);transform:translate(11.329999923706055px,0px) scale(1,0.85) 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translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);}33.33%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);}100%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);}}@keyframes animation-nc39ev{0%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);}33.33%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);}100%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);}}@-webkit-keyframes animation-amd09y{0%{-webkit-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,15px);-ms-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) 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style="text-align:center;height:100%;display:block;min-height:250px"><div id="top" class="place-ad" data-position="top"></div></div></div><span itemProp="hasPart" itemscope="" itemType="http://schema.org/WebPageElement"><meta itemProp="isAccessibleForFree" content="False"/><meta itemProp="cssSelector" content=".meteredContent"/></span><div><header class="css-llk6mt euiyums4"><div id="sponsor-wrapper" class="css-1hyfx7x"><div id="sponsor-slug" class="css-19vbshk"><p>Supported by</p></div><div class="ad sponsor-wrapper" style="text-align:center;height:100%;display:block"><div id="sponsor" class="" data-position="sponsor"></div></div></div><div class="css-11n4cex euiyums3"></div><div class="css-1vkm6nb ehdk2mb0"><h1 itemProp="headline" class="css-1s4ffep e1h9rw200" id="link-2df79d6c"><span>She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database.</span></h1></div><p class="css-1ifw933 e1wiw3jv0">With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers.</p><div class="css-79elbk" data-testid="photoviewer-wrapper"><div class="css-z3e15g" data-testid="photoviewer-wrapper-hidden"></div><div data-testid="photoviewer-children" class="css-1a48zt4 ehw59r15"><figure class="sizeMedium layoutVertical css-1ox9jel" aria-label="media" role="group" itemscope="" itemProp="associatedMedia" itemID="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=90&amp;auto=webp" itemType="http://schema.org/ImageObject"><div class="css-bsn42l"><span class="css-1dv1kvn">Image</span><img alt="“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, who pleaded guilty to an assault that occurred when she was 14." class="css-11cwn6f" src="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale" srcSet="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=90&amp;auto=webp 600w,https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-jumbo.jpg?quality=90&amp;auto=webp 683w,https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-superJumbo.jpg?quality=90&amp;auto=webp 1366w" sizes="((min-width: 600px) and (max-width: 1004px)) 84vw, (min-width: 1005px) 60vw, 100vw" itemProp="url" itemID="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale"/></div><figcaption itemProp="caption description" class="css-17ai7jg emkp2hg0"><span aria-hidden="true" class="css-8i9d0s e13ogyst0">“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, who pleaded guilty to an assault that occurred when she was 14.</span><span itemProp="copyrightHolder" class="emkp2hg2 css-1nwzsjy e1z0qqy90"><span class="css-1ly73wi e1tej78p0">Credit</span><span><span class="css-1dv1kvn">Credit</span><span>Sarah Blesener for The New York Times</span></span></span></figcaption></figure></div></div><div class="css-acwcvw epjyd6m0"><div class="css-pdw9fk epjyd6m1"><div class="css-1txwxcy ey68jwv0"><a href="https://www.nytimes.com/by/joseph-goldstein" class="css-uwwqev"><img alt="Joseph Goldstein" title="Joseph Goldstein" src="https://static01.nyt.com/images/2018/07/16/multimedia/author-joseph-goldstein/author-joseph-goldstein-thumbLarge.png" class="css-1rjmmt7 ey68jwv2"/></a><a href="https://www.nytimes.com/by/ali-watkins" class="css-uwwqev"><img alt="Ali Watkins" title="Ali Watkins" src="https://static01.nyt.com/images/2019/02/20/multimedia/author-ali-watkins/author-ali-watkins-thumbLarge.png" class="css-1rjmmt7 ey68jwv2"/></a></div><div class="css-1baulvz"><p class="css-1nuro5j e1jsehar1" itemProp="author" itemscope="" itemType="http://schema.org/Person">By<!-- --> <a href="https://www.nytimes.com/by/joseph-goldstein" class="css-1riqqik e1jsehar0"><span class="css-1baulvz" itemProp="name">Joseph Goldstein</span></a> and <a href="https://www.nytimes.com/by/ali-watkins" class="css-1riqqik e1jsehar0"><span class="css-1baulvz last-byline" itemProp="name">Ali Watkins</span></a></p></div></div><ul class="css-1w5cs23 epjyd6m2"><li><time class="css-rqb9bm e16638kd0" dateTime="2019-08-01">Aug 1, 2019</time></li><li class="css-6n7j50"><div class=""><div role="toolbar" aria-label="Social Media Share buttons, Save button, and Comments Panel with current comment count" class="css-d8bdto" data-testid="share-tools"><ul class="css-y8aj3r"><li class="css-60hakz"><a href="https://www.facebook.com/dialog/feed?app_id=9869919170&amp;link=https%3A%2F%2Fwww.nytimes.com%2F2019%2F08%2F01%2Fnyregion%2Fnypd-facial-recognition-children-teenagers.html&amp;smid=fb-share&amp;name=She%20Was%20Arrested%20at%2014.%20Then%20Her%20Photo%20Went%20to%20a%20Facial%20Recognition%20Database.&amp;redirect_uri=https%3A%2F%2Fwww.facebook.com%2F" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><svg class="css-4brsb6" viewBox="0 0 7 15" width="7" height="15"><path fill-rule="evenodd" clip-rule="evenodd" d="M4.775 14.163V7.08h1.923l.255-2.441H4.775l.004-1.222c0-.636.06-.977.958-.977H6.94V0H5.016c-2.31 0-3.123 1.184-3.123 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class="css-exrw3m evys1bk0"><em class="css-2fg4z9 e1gzwzxm0">[What you need to know to start the day: </em><a class="css-1g7m0tk" href="https://www.nytimes.com/newsletters/newyorktoday?module=inline" title=""><em class="css-2fg4z9 e1gzwzxm0">Get New York Today in your inbox</em></a><em class="css-2fg4z9 e1gzwzxm0">.]</em></p><p class="css-exrw3m evys1bk0">The New York Police Department has been loading <!-- -->thousands of arrest photos of children and teenagers<!-- --> into a facial recognition database despite evidence the technology has a higher risk of false matches in younger faces. </p><p class="css-exrw3m evys1bk0">For about four years, internal records show, the department has used the technology to compare crime scene images with its collection of juvenile mug <!-- -->shots<!-- -->, the photos that are taken at an arrest. Most of the photos are of teenagers, largely 13 to 16 years old, but children as young as 11 have been included. </p><p class="css-exrw3m evys1bk0">Elected officials and civil rights groups said the disclosure that the city was deploying a powerful surveillance tool on adolescents — whose privacy seems sacrosanct and whose status is protected in the criminal justice system — was a striking example of the Police Department’s ability to adopt advancing technology with little public scrutiny.</p><p class="css-exrw3m evys1bk0">Several members of the City Council as well as a range of civil liberties groups said they were unaware of the policy until they were contacted by The New York Times. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">Police <!-- -->Department officials defended the decision, <!-- -->saying it was just the latest evolution of a longstanding policing technique: using arrest photos to identify suspects.</p><p class="css-exrw3m evys1bk0">“I don’t think this is any secret decision that’s made behind closed doors,” the city’s chief of detectives, Dermot F. Shea, said in an interview. “This is just process, and making sure we’re doing everything to fight crime.” </p><p class="css-exrw3m evys1bk0">Other cities have begun to debate whether law enforcement should use facial recognition, which relies on an algorithm to quickly pore through images and suggest matches. In May, <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/05/14/us/facial-recognition-ban-san-francisco.html?module=inline" title="">San Francisco blocked city agencies, including the police</a>, from using the tool amid unease about potential government <!-- -->abuse<!-- -->. <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/07/08/us/detroit-facial-recognition-cameras.html?module=inline" title="">Detroit is facing public resistance to a technology </a>that has been shown to have lower accuracy with people with darker skin. </p><p class="css-exrw3m evys1bk0">In New York, the state Education Department recently told the Lockport, N.Y., <!-- -->school district to delay a plan to use facial recognition on students, citing privacy concerns. </p><p class="css-exrw3m evys1bk0">“At the end <!-- -->of the day, it should be banned — no young people,” said <!-- -->Councilman Donovan Richards<!-- -->, a Queens Democrat who heads the Public Safety Committee, which oversees the Police Department. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">The department said its legal bureau had approved using facial recognition on juveniles. <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?module=inline" title="">The algorithm may suggest a lead, but detectives would not make an arrest based solely on </a><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?module=inline" title="">that</a>, Chief Shea said.</p></div><aside class="css-o6xoe7"></aside></div><div class="css-79elbk" data-testid="photoviewer-wrapper"><div class="css-z3e15g" data-testid="photoviewer-wrapper-hidden"></div><div data-testid="photoviewer-children" class="css-1a48zt4 ehw59r15"><figure class="css-jcw7oy e1g7ppur0" aria-label="media" role="group" itemProp="associatedMedia" itemscope="" itemID="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=90&amp;auto=webp" itemType="http://schema.org/ImageObject"><div class="css-1xdhyk6 erfvjey0"><span class="css-1ly73wi e1tej78p0">Image</span><img alt="Dermot Shea, the city&amp;rsquo;s chief of detectives, said investigators would not arrest anyone based solely on a facial recognition match." class="css-1m50asq" src="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale" srcSet="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=90&amp;auto=webp 600w,https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-jumbo.jpg?quality=90&amp;auto=webp 1024w,https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-superJumbo.jpg?quality=90&amp;auto=webp 2048w" sizes="((min-width: 600px) and (max-width: 1004px)) 84vw, (min-width: 1005px) 60vw, 100vw" itemProp="url" itemID="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale"/></div><figcaption itemProp="caption description" class="css-1l44abu e1xdpqjp0"><span aria-hidden="true" class="css-8i9d0s e13ogyst0">Dermot Shea, the city&rsquo;s chief of detectives, said investigators would not arrest anyone based solely on a facial recognition match.</span><span itemProp="copyrightHolder" class="css-vuqh7u e1z0qqy90"><span class="css-1ly73wi e1tej78p0">Credit</span><span>Chang W. Lee/The New York Times</span></span></figcaption></figure></div></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">Still, facial recognition has not been widely tested on children. Most algorithms are taught to “think” based on adult faces, and there is growing evidence that they do not work as well on children. </p><p class="css-exrw3m evys1bk0">The National Institute of Standards and Technology<!-- -->, which is part of the Commerce Department and <a class="css-1g7m0tk" href="https://nvlpubs.nist.gov/nistpubs/ir/2018/NIST.IR.8238.pdf" title="" rel="noopener noreferrer" target="_blank">evaluates facial recognition </a><a class="css-1g7m0tk" href="https://nvlpubs.nist.gov/nistpubs/ir/2018/NIST.IR.8238.pdf" title="" rel="noopener noreferrer" target="_blank">algorithms</a> for accuracy, recently found the <!-- -->vast majority of more than 100 <!-- -->facial recognition <!-- -->algorithms had a higher rate of mistaken matches among children. The <!-- -->e<!-- -->rror rate was most pronounced in young children but was also seen in those aged 10 to 16.</p><p class="css-exrw3m evys1bk0">Aging poses another problem:<!-- --> The appearance of children and adolescents can change <!-- --> drastically as bones stretch and shift, altering the underlying facial structure. </p><p class="css-exrw3m evys1bk0">“I would use extreme caution in using those algorithms,” said <!-- -->Karl Ricanek Jr.<!-- -->, a computer science professor and <!-- -->co-founder of the Face Aging Group at the University of North Carolina-<!-- -->Wilmington<!-- -->. </p><p class="css-exrw3m evys1bk0">Technology that can match an image of a younger teenager to a recent arrest photo may be less effective at finding the same person even one or two years later, he said. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0"> “The systems do not have the capacity to understand the dynamic changes that occur to a child’s face,” Dr. Ricanek said. </p><p class="css-exrw3m evys1bk0">Idemia<!-- --> and <!-- -->DataWorks Plus<!-- -->, the two companies that provide facial recognition software to the Police Department, did not respond to requests for comment. </p><p class="css-exrw3m evys1bk0">The New York Police Department can take arrest photos of minors as young as <!-- -->11<!-- --> who are charged with a felony, depending on the severity of the charge. </p><p class="css-exrw3m evys1bk0">And in many cases, the department keeps the photos for years, making facial recognition comparisons to what may have effectively become outdated images. There are photos of 5,500 individuals in the juvenile database, 4,100 of whom are no longer 16 or under, the department said. Teenagers 17 and older are considered adults in the criminal justice system. </p><p class="css-exrw3m evys1bk0">Police officials declined to provide statistics on how often their facial recognition systems provide false matches, or to explain how they evaluate the system’s effectiveness.</p><p class="css-exrw3m evys1bk0">“We are comfortable with this technology because it has proved to be a valuable investigative method,” Chief Shea said. Facial recognition has helped lead to thousands of arrests of both adults and juveniles, the department has said. </p><p class="css-exrw3m evys1bk0">Mayor Bill de Blasio had been aware the department was using the technology on minors, said Freddi Goldstein, a spokeswoman for the mayor. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">She said the Police Department followed “strict guidelines” in applying the technology and City Hall monitored the agency’s compliance with the policies. </p><p class="css-exrw3m evys1bk0">The Times learned details of the department’s use of facial recognition by reviewing documents posted online earlier this year by <a class="css-1g7m0tk" href="https://www.flawedfacedata.com/#footnote5" title="" rel="noopener noreferrer" target="_blank">Clare Garvie, a senior associate</a><a class="css-1g7m0tk" href="https://www.flawedfacedata.com/#footnote5" title="" rel="noopener noreferrer" target="_blank"> at the Center on Privacy and Technology at Georgetown Law</a>. Ms. Garvie received the documents as part of an open records lawsuit. </p><p class="css-exrw3m evys1bk0">It could not be determined whether other large police departments used facial recognition with juveniles because very few have written policies governing the use of the technology, Ms. Garvie said. </p><p class="css-exrw3m evys1bk0">New York detectives rely on a vast network<!-- --> of surveillance cameras throughout the city to provide images of people believed to have committed a crime. Since 2011, the department has had a dedicated unit of officers who use facial recognition to compare those images against millions of photos, usually mug shots. The software proposes matches, which have led to thousands of arrests, the department said. </p><p class="css-exrw3m evys1bk0">By 2013, top police officials were meeting to discuss including juveniles in the program, the documents reviewed by The Times showed. </p><p class="css-exrw3m evys1bk0">The documents showed that the juvenile database had been integrated into the system by 2015. </p><p class="css-exrw3m evys1bk0">“We have these photos. It makes sense,” Chief Shea said in the interview. </p><p class="css-exrw3m evys1bk0">State law requires that arrest photos be destroyed if the case is resolved in the juvenile’s favor, or if the child is found to have committed only a misdemeanor, rather than a felony. The photos also must be destroyed if a person reaches age 21 without a criminal record. <!-- --> </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">When children are charged with crimes, the court system usually takes some steps to prevent their acts from defining them in later years. Children who are 16 and under, for instance, are generally sent to Family Court, where records are not public. </p><p class="css-exrw3m evys1bk0">Yet including their photos in a facial recognition database runs the risk that an imperfect algorithm identifies them as possible suspects in later crimes, civil rights advocates said. A mistaken match could lead investigators to focus on the wrong person from the outset, they said. </p><p class="css-exrw3m evys1bk0">“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, a 17-year-old Brooklyn girl who had admitted guilt in Family Court to a group attack that happened when she was 14. She said she was present at the attack but did not participate. </p><p class="css-exrw3m evys1bk0">Bailey, who asked that she be identified only by her <!-- -->last name<!-- --> because she did not want her juvenile arrest to be public, has not been arrested again and is now a student at John Jay College of Criminal Justice. </p><p class="css-exrw3m evys1bk0">R<!-- -->ecent studies indicate that people of color, as well as children and women, have a greater risk of misidentification than their counterparts, sai<!-- -->d <!-- -->Joy Buolamwini<!-- -->, <!-- -->the founder of the Algorithmic Justice League and graduate researcher at the M.I.T. Media Lab<!-- -->, who has examined how human biases are built into artificial intelligence. </p><p class="css-exrw3m evys1bk0">The racial disparities in the juvenile justice system are stark: In New York, black and Latino juveniles were charged with crimes at far higher rates than whites in 2017, the most recent year for which numbers were available. Black juveniles outnumbered white juveniles <a class="css-1g7m0tk" href="https://www.criminaljustice.ny.gov/crimnet/ojsa/jj-reports/newyorkcity.pdf" title="" rel="noopener noreferrer" target="_blank">more than 15 to 1</a>.</p><p class="css-exrw3m evys1bk0">“If the facial recognition algorithm has a negative bias toward a black population, that will get magnified more toward children,” Dr. Ricanek said, adding that in terms of diminished accuracy, “you’re now putting yourself in unknown territory.”</p></div><aside class="css-o6xoe7"></aside></div><div class="css-1soubk3 epkadsg3"><div class="css-15g2oxy epkadsg2"><div class="css-2b3w4o e16ij5yr6"><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?action=click&amp;module=RelatedLinks&amp;pgtype=Article"><div class="css-i9gxme e16ij5yr4"><div class="css-14b9hti e16ij5yr5">Opinion | James O’Neill</div><div class="css-1j8dw05 e16ij5yr2">How Facial Recognition Makes You Safer</div><time class="css-rqb9bm e16638kd0" dateTime="2019-06-09">Jun 9, 2019</time></div><div class="css-1vm5oi9 e16ij5yr0"><img src="https://static01.nyt.com/images/2019/06/07/opinion/sunday/07Oneill/07Oneill-threeByTwoSmallAt2X.jpg" class="css-32rbo2 e16ij5yr1"/></div></a></div><div class="css-2b3w4o e16ij5yr6"><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/07/opinion/lockport-facial-recognition-schools.html?action=click&amp;module=RelatedLinks&amp;pgtype=Article"><div class="css-i9gxme e16ij5yr4"><div class="css-14b9hti e16ij5yr5">Opinion | Jim Shultz</div><div class="css-1j8dw05 e16ij5yr2">Spying on Children Won’t Keep Them Safe</div><time class="css-rqb9bm e16638kd0" dateTime="2019-06-07">Jun 7, 2019</time></div><div class="css-1vm5oi9 e16ij5yr0"><img src="https://static01.nyt.com/images/2019/06/07/opinion/07shultz-privacy/07shultz-privacy-threeByTwoSmallAt2X.jpg" class="css-32rbo2 e16ij5yr1"/></div></a></div></div></div></section><div class="bottom-of-article"><div class="css-1ubp8k9"></div><div class="css-wg1cha"><div class="css-19hdyf3 e1e7j8ap0"><div><p>Joseph Goldstein writes about policing and the criminal justice system. He has been a reporter at The Times since 2011, and is based in New York. He also worked for a year in the Kabul bureau, reporting on Afghanistan. <span class="css-4w91ra"> <a href="https://twitter.com/JoeKGoldstein" class="css-1rj8to8" rel="noopener noreferrer" target="_blank"><span class="css-0">@</span>JoeKGoldstein</a> </span></p></div></div><div class="css-19hdyf3 e1e7j8ap0"><div><p>Ali Watkins is a reporter on the Metro Desk, covering courts and social services. Previously, she covered national security in Washington for The Times, BuzzFeed and McClatchy Newspapers. <span class="css-4w91ra"> <a href="https://twitter.com/AliWatkins" class="css-1rj8to8" rel="noopener noreferrer" target="_blank"><span class="css-0">@</span>AliWatkins</a> </span></p></div></div></div><div class="css-vdv0al">A version of this article appears in print on <!-- -->, Section <!-- -->A<!-- -->, Page <!-- -->1<!-- --> of the New York edition<!-- --> with the headline: <!-- -->In New York, Police Computers  Scan Faces, Some as Young as 11<span>. <a href="http://www.nytreprints.com/">Order Reprints</a> | <a href="http://www.nytimes.com/pages/todayspaper/index.html">Today’s Paper</a> | <a href="https://www.nytimes.com/subscriptions/Multiproduct/lp8HYKU.html?campaignId=48JQY">Subscribe</a></span></div><div class="css-i29ckm"><div class="css-10raysz"></div><div role="toolbar" aria-label="Social Media Share buttons, Save button, and Comments Panel with current comment count" 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","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.0":{"__typename":"TextInline","text":"“I would use extreme caution in using those algorithms,” said ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.1":{"__typename":"TextInline","text":"Karl Ricanek Jr.","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.2":{"__typename":"TextInline","text":", a computer science professor and ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.3":{"__typename":"TextInline","text":"co-founder of the Face Aging Group at the University of North Carolina-","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.4":{"__typename":"TextInline","text":"Wilmington","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.5":{"__typename":"TextInline","text":". 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","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.0":{"__typename":"TextInline","text":"The New York Police Department can take arrest photos of minors as young as ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.1":{"__typename":"TextInline","text":"11","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.2":{"__typename":"TextInline","text":" who are charged with a felony, depending on the severity of the charge. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.40.content.0":{"__typename":"TextInline","text":"And in many cases, the department keeps the photos for years, making facial recognition comparisons to what may have effectively become outdated images. There are photos of 5,500 individuals in the juvenile database, 4,100 of whom are no longer 16 or under, the department said. Teenagers 17 and older are considered adults in the criminal justice system. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.42.content.0":{"__typename":"TextInline","text":"Police officials declined to provide statistics on how often their facial recognition systems provide false matches, or to explain how they evaluate the system’s effectiveness.","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.44.content.0":{"__typename":"TextInline","text":"“We are comfortable with this technology because it has proved to be a valuable investigative method,” Chief Shea said. Facial recognition has helped lead to thousands of arrests of both adults and juveniles, the department has said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.46.content.0":{"__typename":"TextInline","text":"Mayor Bill de Blasio had been aware the department was using the technology on minors, said Freddi Goldstein, a spokeswoman for the mayor. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.48.content.0":{"__typename":"TextInline","text":"She said the Police Department followed “strict guidelines” in applying the technology and City Hall monitored the agency’s compliance with the policies. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.0":{"__typename":"TextInline","text":"The Times learned details of the department’s use of facial recognition by reviewing documents posted online earlier this year by ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1":{"__typename":"TextInline","text":"Clare Garvie, a senior associate","formats":[{"type":"id","generated":true,"id":"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1.formats.0","typename":"LinkFormat"}]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1.formats.0":{"__typename":"LinkFormat","url":"https:\u002F\u002Fwww.flawedfacedata.com\u002F#footnote5","title":""},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2":{"__typename":"TextInline","text":" at the Center on Privacy and Technology at Georgetown Law","formats":[{"type":"id","generated":true,"id":"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2.formats.0","typename":"LinkFormat"}]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2.formats.0":{"__typename":"LinkFormat","url":"https:\u002F\u002Fwww.flawedfacedata.com\u002F#footnote5","title":""},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.3":{"__typename":"TextInline","text":". Ms. Garvie received the documents as part of an open records lawsuit. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.52.content.0":{"__typename":"TextInline","text":"It could not be determined whether other large police departments used facial recognition with juveniles because very few have written policies governing the use of the technology, Ms. Garvie said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.54.content.0":{"__typename":"TextInline","text":"New York detectives rely on a vast network","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.54.content.1":{"__typename":"TextInline","text":" of surveillance cameras throughout the city to provide images of people believed to have committed a crime. Since 2011, the department has had a dedicated unit of officers who use facial recognition to compare those images against millions of photos, usually mug shots. The software proposes matches, which have led to thousands of arrests, the department said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.56.content.0":{"__typename":"TextInline","text":"By 2013, top police officials were meeting to discuss including juveniles in the program, the documents reviewed by The Times showed. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.58.content.0":{"__typename":"TextInline","text":"The documents showed that the juvenile database had been integrated into the system by 2015. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.59.content.0":{"__typename":"TextInline","text":"“We have these photos. It makes sense,” Chief Shea said in the interview. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.61.content.0":{"__typename":"TextInline","text":"State law requires that arrest photos be destroyed if the case is resolved in the juvenile’s favor, or if the child is found to have committed only a misdemeanor, rather than a felony. The photos also must be destroyed if a person reaches age 21 without a criminal record. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.61.content.1":{"__typename":"TextInline","text":" ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.63.content.0":{"__typename":"TextInline","text":"When children are charged with crimes, the court system usually takes some steps to prevent their acts from defining them in later years. Children who are 16 and under, for instance, are generally sent to Family Court, where records are not public. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.65.content.0":{"__typename":"TextInline","text":"Yet including their photos in a facial recognition database runs the risk that an imperfect algorithm identifies them as possible suspects in later crimes, civil rights advocates said. A mistaken match could lead investigators to focus on the wrong person from the outset, they said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.67.content.0":{"__typename":"TextInline","text":"“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, a 17-year-old Brooklyn girl who had admitted guilt in Family Court to a group attack that happened when she was 14. She said she was present at the attack but did not participate. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.0":{"__typename":"TextInline","text":"Bailey, who asked that she be identified only by her ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.1":{"__typename":"TextInline","text":"last name","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.2":{"__typename":"TextInline","text":" because she did not want her juvenile arrest to be public, has not been arrested again and is now a student at John Jay College of Criminal Justice. 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Media Lab","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.71.content.6":{"__typename":"TextInline","text":", who has examined how human biases are built into artificial intelligence. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.73.content.0":{"__typename":"TextInline","text":"The racial disparities in the juvenile justice system are stark: In New York, black and Latino juveniles were charged with crimes at far higher rates than whites in 2017, the most recent year for which numbers were available. Black juveniles outnumbered white juveniles ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.73.content.1":{"__typename":"TextInline","text":"more than 15 to 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diff --git a/test/fixtures/nypd-facial-recognition-children-teenagers3.html b/test/fixtures/nypd-facial-recognition-children-teenagers3.html
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index 000000000..53454d23e
--- /dev/null
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animation-4hu8jm{0%{-webkit-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);}33.33%{-webkit-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);}100%{-webkit-transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);transform:translate(0px,0px) scale(1,0.1) translate(0px,0px);}}@keyframes animation-4hu8jm{0%{-webkit-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);transform:translate(0px,0px) scale(1,0.85) translate(0px,0px);}33.33%{-webkit-transform:translate(0px,0px) scale(1,0.9) translate(0px,0px);-ms-transform:translate(0px,0px) scale(1,0.9) 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animation-1wqz2f4{0%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);transform:translate(0px,0px) translate(0px,0px) translate(0px,15px);}33.33%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);transform:translate(0px,0px) translate(0px,0px) translate(0px,10px);}100%{-webkit-transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);-ms-transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);transform:translate(0px,0px) translate(0px,0px) translate(0px,30px);}}@-webkit-keyframes animation-yl3z84{0%{-webkit-transform:translate(11.329999923706055px,0px) scale(1,0.85) translate(-11.329999923706055px,0px);-ms-transform:translate(11.329999923706055px,0px) scale(1,0.85) translate(-11.329999923706055px,0px);transform:translate(11.329999923706055px,0px) scale(1,0.85) 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translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);}33.33%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);}100%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);}}@keyframes animation-nc39ev{0%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.85) translate(-22.670000076293945px,0px);}33.33%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.9) translate(-22.670000076293945px,0px);}100%{-webkit-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);-ms-transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);transform:translate(22.670000076293945px,0px) scale(1,0.1) translate(-22.670000076293945px,0px);}}@-webkit-keyframes animation-amd09y{0%{-webkit-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) translate(0px,15px);-ms-transform:translate(22.670000076293945px,0px) translate(-22.670000076293945px,0px) 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style="text-align:center;height:100%;display:block;min-height:250px"><div id="top" class="place-ad" data-position="top"></div></div></div><span itemProp="hasPart" itemscope="" itemType="http://schema.org/WebPageElement"><meta itemProp="isAccessibleForFree" content="False"/><meta itemProp="cssSelector" content=".meteredContent"/></span><div><header class="css-llk6mt euiyums4"><div id="sponsor-wrapper" class="css-1hyfx7x"><div id="sponsor-slug" class="css-19vbshk"><p>Supported by</p></div><div class="ad sponsor-wrapper" style="text-align:center;height:100%;display:block"><div id="sponsor" class="" data-position="sponsor"></div></div></div><div class="css-11n4cex euiyums3"></div><div class="css-1vkm6nb ehdk2mb0"><h1 itemProp="headline" class="css-1s4ffep e1h9rw200" id="link-2df79d6c"><span>She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database.</span></h1></div><p class="css-1ifw933 e1wiw3jv0">With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers.</p><div class="css-79elbk" data-testid="photoviewer-wrapper"><div class="css-z3e15g" data-testid="photoviewer-wrapper-hidden"></div><div data-testid="photoviewer-children" class="css-1a48zt4 ehw59r15"><figure class="sizeMedium layoutVertical css-1ox9jel" aria-label="media" role="group" itemscope="" itemProp="associatedMedia" itemID="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=90&amp;auto=webp" itemType="http://schema.org/ImageObject"><div class="css-bsn42l"><span class="css-1dv1kvn">Image</span><img alt="“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, who pleaded guilty to an assault that occurred when she was 14." class="css-11cwn6f" src="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale" srcSet="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=90&amp;auto=webp 600w,https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-jumbo.jpg?quality=90&amp;auto=webp 683w,https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-superJumbo.jpg?quality=90&amp;auto=webp 1366w" sizes="((min-width: 600px) and (max-width: 1004px)) 84vw, (min-width: 1005px) 60vw, 100vw" itemProp="url" itemID="https://static01.nyt.com/images/2019/07/30/nyregion/00nypd-juveniles/merlin_157762122_e2d17c00-b58b-4baf-b9cb-4326ac7cbcef-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale"/></div><figcaption itemProp="caption description" class="css-17ai7jg emkp2hg0"><span aria-hidden="true" class="css-8i9d0s e13ogyst0">“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, who pleaded guilty to an assault that occurred when she was 14.</span><span itemProp="copyrightHolder" class="emkp2hg2 css-1nwzsjy e1z0qqy90"><span class="css-1ly73wi e1tej78p0">Credit</span><span><span class="css-1dv1kvn">Credit</span><span>Sarah Blesener for The New York Times</span></span></span></figcaption></figure></div></div><div class="css-acwcvw epjyd6m0"><div class="css-pdw9fk epjyd6m1"><div class="css-1txwxcy ey68jwv0"><a href="https://www.nytimes.com/by/joseph-goldstein" class="css-uwwqev"><img alt="Joseph Goldstein" title="Joseph Goldstein" src="https://static01.nyt.com/images/2018/07/16/multimedia/author-joseph-goldstein/author-joseph-goldstein-thumbLarge.png" class="css-1rjmmt7 ey68jwv2"/></a><a href="https://www.nytimes.com/by/ali-watkins" class="css-uwwqev"><img alt="Ali Watkins" title="Ali Watkins" src="https://static01.nyt.com/images/2019/02/20/multimedia/author-ali-watkins/author-ali-watkins-thumbLarge.png" class="css-1rjmmt7 ey68jwv2"/></a></div><div class="css-1baulvz"><p class="css-1nuro5j e1jsehar1" itemProp="author" itemscope="" itemType="http://schema.org/Person">By<!-- --> <a href="https://www.nytimes.com/by/joseph-goldstein" class="css-1riqqik e1jsehar0"><span class="css-1baulvz" itemProp="name">Joseph Goldstein</span></a> and <a href="https://www.nytimes.com/by/ali-watkins" class="css-1riqqik e1jsehar0"><span class="css-1baulvz last-byline" itemProp="name">Ali Watkins</span></a></p></div></div><ul class="css-1w5cs23 epjyd6m2"><li><time class="css-rqb9bm e16638kd0" dateTime="2019-08-01">Aug 1, 2019</time></li><li class="css-6n7j50"><div class=""><div role="toolbar" aria-label="Social Media Share buttons, Save button, and Comments Panel with current comment count" class="css-d8bdto" data-testid="share-tools"><ul class="css-y8aj3r"><li class="css-60hakz"><a href="https://www.facebook.com/dialog/feed?app_id=9869919170&amp;link=https%3A%2F%2Fwww.nytimes.com%2F2019%2F08%2F01%2Fnyregion%2Fnypd-facial-recognition-children-teenagers.html&amp;smid=fb-share&amp;name=She%20Was%20Arrested%20at%2014.%20Then%20Her%20Photo%20Went%20to%20a%20Facial%20Recognition%20Database.&amp;redirect_uri=https%3A%2F%2Fwww.facebook.com%2F" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><svg class="css-4brsb6" viewBox="0 0 7 15" width="7" height="15"><path fill-rule="evenodd" clip-rule="evenodd" d="M4.775 14.163V7.08h1.923l.255-2.441H4.775l.004-1.222c0-.636.06-.977.958-.977H6.94V0H5.016c-2.31 0-3.123 1.184-3.123 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class="css-exrw3m evys1bk0"><em class="css-2fg4z9 e1gzwzxm0">[What you need to know to start the day: </em><a class="css-1g7m0tk" href="https://www.nytimes.com/newsletters/newyorktoday?module=inline" title=""><em class="css-2fg4z9 e1gzwzxm0">Get New York Today in your inbox</em></a><em class="css-2fg4z9 e1gzwzxm0">.]</em></p><p class="css-exrw3m evys1bk0">The New York Police Department has been loading <!-- -->thousands of arrest photos of children and teenagers<!-- --> into a facial recognition database despite evidence the technology has a higher risk of false matches in younger faces. </p><p class="css-exrw3m evys1bk0">For about four years, internal records show, the department has used the technology to compare crime scene images with its collection of juvenile mug <!-- -->shots<!-- -->, the photos that are taken at an arrest. Most of the photos are of teenagers, largely 13 to 16 years old, but children as young as 11 have been included. </p><p class="css-exrw3m evys1bk0">Elected officials and civil rights groups said the disclosure that the city was deploying a powerful surveillance tool on adolescents — whose privacy seems sacrosanct and whose status is protected in the criminal justice system — was a striking example of the Police Department’s ability to adopt advancing technology with little public scrutiny.</p><p class="css-exrw3m evys1bk0">Several members of the City Council as well as a range of civil liberties groups said they were unaware of the policy until they were contacted by The New York Times. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">Police <!-- -->Department officials defended the decision, <!-- -->saying it was just the latest evolution of a longstanding policing technique: using arrest photos to identify suspects.</p><p class="css-exrw3m evys1bk0">“I don’t think this is any secret decision that’s made behind closed doors,” the city’s chief of detectives, Dermot F. Shea, said in an interview. “This is just process, and making sure we’re doing everything to fight crime.” </p><p class="css-exrw3m evys1bk0">Other cities have begun to debate whether law enforcement should use facial recognition, which relies on an algorithm to quickly pore through images and suggest matches. In May, <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/05/14/us/facial-recognition-ban-san-francisco.html?module=inline" title="">San Francisco blocked city agencies, including the police</a>, from using the tool amid unease about potential government <!-- -->abuse<!-- -->. <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/07/08/us/detroit-facial-recognition-cameras.html?module=inline" title="">Detroit is facing public resistance to a technology </a>that has been shown to have lower accuracy with people with darker skin. </p><p class="css-exrw3m evys1bk0">In New York, the state Education Department recently told the Lockport, N.Y., <!-- -->school district to delay a plan to use facial recognition on students, citing privacy concerns. </p><p class="css-exrw3m evys1bk0">“At the end <!-- -->of the day, it should be banned — no young people,” said <!-- -->Councilman Donovan Richards<!-- -->, a Queens Democrat who heads the Public Safety Committee, which oversees the Police Department. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">The department said its legal bureau had approved using facial recognition on juveniles. <a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?module=inline" title="">The algorithm may suggest a lead, but detectives would not make an arrest based solely on </a><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?module=inline" title="">that</a>, Chief Shea said.</p></div><aside class="css-o6xoe7"></aside></div><div class="css-79elbk" data-testid="photoviewer-wrapper"><div class="css-z3e15g" data-testid="photoviewer-wrapper-hidden"></div><div data-testid="photoviewer-children" class="css-1a48zt4 ehw59r15"><figure class="css-jcw7oy e1g7ppur0" aria-label="media" role="group" itemProp="associatedMedia" itemscope="" itemID="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=90&amp;auto=webp" itemType="http://schema.org/ImageObject"><div class="css-1xdhyk6 erfvjey0"><span class="css-1ly73wi e1tej78p0">Image</span><img alt="Dermot Shea, the city&amp;rsquo;s chief of detectives, said investigators would not arrest anyone based solely on a facial recognition match." class="css-1m50asq" src="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale" srcSet="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=90&amp;auto=webp 600w,https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-jumbo.jpg?quality=90&amp;auto=webp 1024w,https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-superJumbo.jpg?quality=90&amp;auto=webp 2048w" sizes="((min-width: 600px) and (max-width: 1004px)) 84vw, (min-width: 1005px) 60vw, 100vw" itemProp="url" itemID="https://static01.nyt.com/images/2019/08/02/nyregion/02nypdjuveniles1-print/merlin_152191512_83c5140a-fad8-400e-b645-a28f31fd7d26-articleLarge.jpg?quality=75&amp;auto=webp&amp;disable=upscale"/></div><figcaption itemProp="caption description" class="css-1l44abu e1xdpqjp0"><span aria-hidden="true" class="css-8i9d0s e13ogyst0">Dermot Shea, the city&rsquo;s chief of detectives, said investigators would not arrest anyone based solely on a facial recognition match.</span><span itemProp="copyrightHolder" class="css-vuqh7u e1z0qqy90"><span class="css-1ly73wi e1tej78p0">Credit</span><span>Chang W. Lee/The New York Times</span></span></figcaption></figure></div></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">Still, facial recognition has not been widely tested on children. Most algorithms are taught to “think” based on adult faces, and there is growing evidence that they do not work as well on children. </p><p class="css-exrw3m evys1bk0">The National Institute of Standards and Technology<!-- -->, which is part of the Commerce Department and <a class="css-1g7m0tk" href="https://nvlpubs.nist.gov/nistpubs/ir/2018/NIST.IR.8238.pdf" title="" rel="noopener noreferrer" target="_blank">evaluates facial recognition </a><a class="css-1g7m0tk" href="https://nvlpubs.nist.gov/nistpubs/ir/2018/NIST.IR.8238.pdf" title="" rel="noopener noreferrer" target="_blank">algorithms</a> for accuracy, recently found the <!-- -->vast majority of more than 100 <!-- -->facial recognition <!-- -->algorithms had a higher rate of mistaken matches among children. The <!-- -->e<!-- -->rror rate was most pronounced in young children but was also seen in those aged 10 to 16.</p><p class="css-exrw3m evys1bk0">Aging poses another problem:<!-- --> The appearance of children and adolescents can change <!-- --> drastically as bones stretch and shift, altering the underlying facial structure. </p><p class="css-exrw3m evys1bk0">“I would use extreme caution in using those algorithms,” said <!-- -->Karl Ricanek Jr.<!-- -->, a computer science professor and <!-- -->co-founder of the Face Aging Group at the University of North Carolina-<!-- -->Wilmington<!-- -->. </p><p class="css-exrw3m evys1bk0">Technology that can match an image of a younger teenager to a recent arrest photo may be less effective at finding the same person even one or two years later, he said. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0"> “The systems do not have the capacity to understand the dynamic changes that occur to a child’s face,” Dr. Ricanek said. </p><p class="css-exrw3m evys1bk0">Idemia<!-- --> and <!-- -->DataWorks Plus<!-- -->, the two companies that provide facial recognition software to the Police Department, did not respond to requests for comment. </p><p class="css-exrw3m evys1bk0">The New York Police Department can take arrest photos of minors as young as <!-- -->11<!-- --> who are charged with a felony, depending on the severity of the charge. </p><p class="css-exrw3m evys1bk0">And in many cases, the department keeps the photos for years, making facial recognition comparisons to what may have effectively become outdated images. There are photos of 5,500 individuals in the juvenile database, 4,100 of whom are no longer 16 or under, the department said. Teenagers 17 and older are considered adults in the criminal justice system. </p><p class="css-exrw3m evys1bk0">Police officials declined to provide statistics on how often their facial recognition systems provide false matches, or to explain how they evaluate the system’s effectiveness.</p><p class="css-exrw3m evys1bk0">“We are comfortable with this technology because it has proved to be a valuable investigative method,” Chief Shea said. Facial recognition has helped lead to thousands of arrests of both adults and juveniles, the department has said. </p><p class="css-exrw3m evys1bk0">Mayor Bill de Blasio had been aware the department was using the technology on minors, said Freddi Goldstein, a spokeswoman for the mayor. </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">She said the Police Department followed “strict guidelines” in applying the technology and City Hall monitored the agency’s compliance with the policies. </p><p class="css-exrw3m evys1bk0">The Times learned details of the department’s use of facial recognition by reviewing documents posted online earlier this year by <a class="css-1g7m0tk" href="https://www.flawedfacedata.com/#footnote5" title="" rel="noopener noreferrer" target="_blank">Clare Garvie, a senior associate</a><a class="css-1g7m0tk" href="https://www.flawedfacedata.com/#footnote5" title="" rel="noopener noreferrer" target="_blank"> at the Center on Privacy and Technology at Georgetown Law</a>. Ms. Garvie received the documents as part of an open records lawsuit. </p><p class="css-exrw3m evys1bk0">It could not be determined whether other large police departments used facial recognition with juveniles because very few have written policies governing the use of the technology, Ms. Garvie said. </p><p class="css-exrw3m evys1bk0">New York detectives rely on a vast network<!-- --> of surveillance cameras throughout the city to provide images of people believed to have committed a crime. Since 2011, the department has had a dedicated unit of officers who use facial recognition to compare those images against millions of photos, usually mug shots. The software proposes matches, which have led to thousands of arrests, the department said. </p><p class="css-exrw3m evys1bk0">By 2013, top police officials were meeting to discuss including juveniles in the program, the documents reviewed by The Times showed. </p><p class="css-exrw3m evys1bk0">The documents showed that the juvenile database had been integrated into the system by 2015. </p><p class="css-exrw3m evys1bk0">“We have these photos. It makes sense,” Chief Shea said in the interview. </p><p class="css-exrw3m evys1bk0">State law requires that arrest photos be destroyed if the case is resolved in the juvenile’s favor, or if the child is found to have committed only a misdemeanor, rather than a felony. The photos also must be destroyed if a person reaches age 21 without a criminal record. <!-- --> </p></div><aside class="css-o6xoe7"></aside></div><div class="css-1fanzo5 StoryBodyCompanionColumn"><div class="css-53u6y8"><p class="css-exrw3m evys1bk0">When children are charged with crimes, the court system usually takes some steps to prevent their acts from defining them in later years. Children who are 16 and under, for instance, are generally sent to Family Court, where records are not public. </p><p class="css-exrw3m evys1bk0">Yet including their photos in a facial recognition database runs the risk that an imperfect algorithm identifies them as possible suspects in later crimes, civil rights advocates said. A mistaken match could lead investigators to focus on the wrong person from the outset, they said. </p><p class="css-exrw3m evys1bk0">“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, a 17-year-old Brooklyn girl who had admitted guilt in Family Court to a group attack that happened when she was 14. She said she was present at the attack but did not participate. </p><p class="css-exrw3m evys1bk0">Bailey, who asked that she be identified only by her <!-- -->last name<!-- --> because she did not want her juvenile arrest to be public, has not been arrested again and is now a student at John Jay College of Criminal Justice. </p><p class="css-exrw3m evys1bk0">R<!-- -->ecent studies indicate that people of color, as well as children and women, have a greater risk of misidentification than their counterparts, sai<!-- -->d <!-- -->Joy Buolamwini<!-- -->, <!-- -->the founder of the Algorithmic Justice League and graduate researcher at the M.I.T. Media Lab<!-- -->, who has examined how human biases are built into artificial intelligence. </p><p class="css-exrw3m evys1bk0">The racial disparities in the juvenile justice system are stark: In New York, black and Latino juveniles were charged with crimes at far higher rates than whites in 2017, the most recent year for which numbers were available. Black juveniles outnumbered white juveniles <a class="css-1g7m0tk" href="https://www.criminaljustice.ny.gov/crimnet/ojsa/jj-reports/newyorkcity.pdf" title="" rel="noopener noreferrer" target="_blank">more than 15 to 1</a>.</p><p class="css-exrw3m evys1bk0">“If the facial recognition algorithm has a negative bias toward a black population, that will get magnified more toward children,” Dr. Ricanek said, adding that in terms of diminished accuracy, “you’re now putting yourself in unknown territory.”</p></div><aside class="css-o6xoe7"></aside></div><div class="css-1soubk3 epkadsg3"><div class="css-15g2oxy epkadsg2"><div class="css-2b3w4o e16ij5yr6"><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/09/opinion/facial-recognition-police-new-york-city.html?action=click&amp;module=RelatedLinks&amp;pgtype=Article"><div class="css-i9gxme e16ij5yr4"><div class="css-14b9hti e16ij5yr5">Opinion | James O’Neill</div><div class="css-1j8dw05 e16ij5yr2">How Facial Recognition Makes You Safer</div><time class="css-rqb9bm e16638kd0" dateTime="2019-06-09">Jun 9, 2019</time></div><div class="css-1vm5oi9 e16ij5yr0"><img src="https://static01.nyt.com/images/2019/06/07/opinion/sunday/07Oneill/07Oneill-threeByTwoSmallAt2X.jpg" class="css-32rbo2 e16ij5yr1"/></div></a></div><div class="css-2b3w4o e16ij5yr6"><a class="css-1g7m0tk" href="https://www.nytimes.com/2019/06/07/opinion/lockport-facial-recognition-schools.html?action=click&amp;module=RelatedLinks&amp;pgtype=Article"><div class="css-i9gxme e16ij5yr4"><div class="css-14b9hti e16ij5yr5">Opinion | Jim Shultz</div><div class="css-1j8dw05 e16ij5yr2">Spying on Children Won’t Keep Them Safe</div><time class="css-rqb9bm e16638kd0" dateTime="2019-06-07">Jun 7, 2019</time></div><div class="css-1vm5oi9 e16ij5yr0"><img src="https://static01.nyt.com/images/2019/06/07/opinion/07shultz-privacy/07shultz-privacy-threeByTwoSmallAt2X.jpg" class="css-32rbo2 e16ij5yr1"/></div></a></div></div></div></section><div class="bottom-of-article"><div class="css-1ubp8k9"></div><div class="css-wg1cha"><div class="css-19hdyf3 e1e7j8ap0"><div><p>Joseph Goldstein writes about policing and the criminal justice system. He has been a reporter at The Times since 2011, and is based in New York. He also worked for a year in the Kabul bureau, reporting on Afghanistan. <span class="css-4w91ra"> <a href="https://twitter.com/JoeKGoldstein" class="css-1rj8to8" rel="noopener noreferrer" target="_blank"><span class="css-0">@</span>JoeKGoldstein</a> </span></p></div></div><div class="css-19hdyf3 e1e7j8ap0"><div><p>Ali Watkins is a reporter on the Metro Desk, covering courts and social services. Previously, she covered national security in Washington for The Times, BuzzFeed and McClatchy Newspapers. <span class="css-4w91ra"> <a href="https://twitter.com/AliWatkins" class="css-1rj8to8" rel="noopener noreferrer" target="_blank"><span class="css-0">@</span>AliWatkins</a> </span></p></div></div></div><div class="css-vdv0al">A version of this article appears in print on <!-- -->, Section <!-- -->A<!-- -->, Page <!-- -->1<!-- --> of the New York edition<!-- --> with the headline: <!-- -->In New York, Police Computers  Scan Faces, Some as Young as 11<span>. <a href="http://www.nytreprints.com/">Order Reprints</a> | <a href="http://www.nytimes.com/pages/todayspaper/index.html">Today’s Paper</a> | <a href="https://www.nytimes.com/subscriptions/Multiproduct/lp8HYKU.html?campaignId=48JQY">Subscribe</a></span></div><div class="css-i29ckm"><div class="css-10raysz"></div><div role="toolbar" aria-label="Social Media Share buttons, Save button, and Comments Panel with current comment count" 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","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.0":{"__typename":"TextInline","text":"“I would use extreme caution in using those algorithms,” said ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.1":{"__typename":"TextInline","text":"Karl Ricanek Jr.","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.2":{"__typename":"TextInline","text":", a computer science professor and ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.3":{"__typename":"TextInline","text":"co-founder of the Face Aging Group at the University of North Carolina-","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.4":{"__typename":"TextInline","text":"Wilmington","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.30.content.5":{"__typename":"TextInline","text":". 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","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.0":{"__typename":"TextInline","text":"The New York Police Department can take arrest photos of minors as young as ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.1":{"__typename":"TextInline","text":"11","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.38.content.2":{"__typename":"TextInline","text":" who are charged with a felony, depending on the severity of the charge. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.40.content.0":{"__typename":"TextInline","text":"And in many cases, the department keeps the photos for years, making facial recognition comparisons to what may have effectively become outdated images. There are photos of 5,500 individuals in the juvenile database, 4,100 of whom are no longer 16 or under, the department said. Teenagers 17 and older are considered adults in the criminal justice system. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.42.content.0":{"__typename":"TextInline","text":"Police officials declined to provide statistics on how often their facial recognition systems provide false matches, or to explain how they evaluate the system’s effectiveness.","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.44.content.0":{"__typename":"TextInline","text":"“We are comfortable with this technology because it has proved to be a valuable investigative method,” Chief Shea said. Facial recognition has helped lead to thousands of arrests of both adults and juveniles, the department has said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.46.content.0":{"__typename":"TextInline","text":"Mayor Bill de Blasio had been aware the department was using the technology on minors, said Freddi Goldstein, a spokeswoman for the mayor. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.48.content.0":{"__typename":"TextInline","text":"She said the Police Department followed “strict guidelines” in applying the technology and City Hall monitored the agency’s compliance with the policies. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.0":{"__typename":"TextInline","text":"The Times learned details of the department’s use of facial recognition by reviewing documents posted online earlier this year by ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1":{"__typename":"TextInline","text":"Clare Garvie, a senior associate","formats":[{"type":"id","generated":true,"id":"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1.formats.0","typename":"LinkFormat"}]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.1.formats.0":{"__typename":"LinkFormat","url":"https:\u002F\u002Fwww.flawedfacedata.com\u002F#footnote5","title":""},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2":{"__typename":"TextInline","text":" at the Center on Privacy and Technology at Georgetown Law","formats":[{"type":"id","generated":true,"id":"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2.formats.0","typename":"LinkFormat"}]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.2.formats.0":{"__typename":"LinkFormat","url":"https:\u002F\u002Fwww.flawedfacedata.com\u002F#footnote5","title":""},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.50.content.3":{"__typename":"TextInline","text":". Ms. Garvie received the documents as part of an open records lawsuit. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.52.content.0":{"__typename":"TextInline","text":"It could not be determined whether other large police departments used facial recognition with juveniles because very few have written policies governing the use of the technology, Ms. Garvie said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.54.content.0":{"__typename":"TextInline","text":"New York detectives rely on a vast network","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.54.content.1":{"__typename":"TextInline","text":" of surveillance cameras throughout the city to provide images of people believed to have committed a crime. Since 2011, the department has had a dedicated unit of officers who use facial recognition to compare those images against millions of photos, usually mug shots. The software proposes matches, which have led to thousands of arrests, the department said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.56.content.0":{"__typename":"TextInline","text":"By 2013, top police officials were meeting to discuss including juveniles in the program, the documents reviewed by The Times showed. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.58.content.0":{"__typename":"TextInline","text":"The documents showed that the juvenile database had been integrated into the system by 2015. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.59.content.0":{"__typename":"TextInline","text":"“We have these photos. It makes sense,” Chief Shea said in the interview. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.61.content.0":{"__typename":"TextInline","text":"State law requires that arrest photos be destroyed if the case is resolved in the juvenile’s favor, or if the child is found to have committed only a misdemeanor, rather than a felony. The photos also must be destroyed if a person reaches age 21 without a criminal record. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.61.content.1":{"__typename":"TextInline","text":" ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.63.content.0":{"__typename":"TextInline","text":"When children are charged with crimes, the court system usually takes some steps to prevent their acts from defining them in later years. Children who are 16 and under, for instance, are generally sent to Family Court, where records are not public. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.65.content.0":{"__typename":"TextInline","text":"Yet including their photos in a facial recognition database runs the risk that an imperfect algorithm identifies them as possible suspects in later crimes, civil rights advocates said. A mistaken match could lead investigators to focus on the wrong person from the outset, they said. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.67.content.0":{"__typename":"TextInline","text":"“It’s very disturbing to know that no matter what I’m doing at that moment, someone might be scanning my picture to try to find someone who committed a crime,” said Bailey, a 17-year-old Brooklyn girl who had admitted guilt in Family Court to a group attack that happened when she was 14. She said she was present at the attack but did not participate. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.0":{"__typename":"TextInline","text":"Bailey, who asked that she be identified only by her ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.1":{"__typename":"TextInline","text":"last name","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.69.content.2":{"__typename":"TextInline","text":" because she did not want her juvenile arrest to be public, has not been arrested again and is now a student at John Jay College of Criminal Justice. 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Media Lab","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.71.content.6":{"__typename":"TextInline","text":", who has examined how human biases are built into artificial intelligence. ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.73.content.0":{"__typename":"TextInline","text":"The racial disparities in the juvenile justice system are stark: In New York, black and Latino juveniles were charged with crimes at far higher rates than whites in 2017, the most recent year for which numbers were available. Black juveniles outnumbered white juveniles ","formats":[]},"$Article:QXJ0aWNsZTpueXQ6Ly9hcnRpY2xlLzlkYTU4MjQ2LTI0OTUtNTA1Zi05YWJkLWI1ZmRhOGU2N2I1Ng==.sprinkledBody.content@filterEmpty.73.content.1":{"__typename":"TextInline","text":"more than 15 to 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+window.Raven.config('https://7bc8bccf5c254286a99b11c68f6bf4ce@sentry.io/178860', {
+  release: vi.env.RELEASE,
+  environment: vi.env.ENVIRONMENT,
+  ignoreErrors: [/SecurityError: Blocked a frame with origin.*/]
+}).install(); // Stop using our error handler
+
+window.nyt_errors.ravenInstalled = true;
+var regex = /nyt-a=(.*?)(;|$)/;
+var id = regex.exec(document.cookie);
+
+if (id !== null) {
+  id = id[1];
+} else {
+  id = '';
+} // Setting nyt-a as user context
+
+
+window.Raven.setUserContext({
+  id: id
+}); // Pass collected errors to Raven
+
+window.nyt_errors.list.forEach(function (err) {
+  // weird?
+  if (!err) {
+    return;
+  } // also weird ... ?
+
+
+  if (!err.err) {
+    // maybe err itself is an Error?
+    if (err instanceof Error) {
+      window.Raven.captureException(err, err.data || {});
+    } // else { silently ignore? }
+
+  } // just making sure ...
+
+
+  if (err.err instanceof Error) {
+    window.Raven.captureException(err.err, err.data || {});
+  } // else { silently ignore? }
+
+}); // Pass collected Tags to Raven
+
+window.nyt_errors.tags.forEach(function (tag) {
+  window.Raven.setTagsContext(tag);
+});
+    };
+    includeRaven.appendChild(script);
+  });
+}
+</script>
+</div>
+
+
+  </body>
+</html>
diff --git a/test/web/rich_media/parsers/twitter_card_test.exs b/test/web/rich_media/parsers/twitter_card_test.exs
new file mode 100644
index 000000000..f8e1c9b40
--- /dev/null
+++ b/test/web/rich_media/parsers/twitter_card_test.exs
@@ -0,0 +1,69 @@
+# Pleroma: A lightweight social networking server
+# Copyright © 2017-2019 Pleroma Authors <https://pleroma.social/>
+# SPDX-License-Identifier: AGPL-3.0-only
+
+defmodule Pleroma.Web.RichMedia.Parsers.TwitterCardTest do
+  use ExUnit.Case, async: true
+  alias Pleroma.Web.RichMedia.Parsers.TwitterCard
+
+  test "returns error when html not contains twitter card" do
+    assert TwitterCard.parse("", %{}) == {:error, "No twitter card metadata found"}
+  end
+
+  test "parses twitter card with only name attributes" do
+    html = File.read!("test/fixtures/nypd-facial-recognition-children-teenagers3.html")
+
+    assert TwitterCard.parse(html, %{}) ==
+             {:ok,
+              %{
+                "app:id:googleplay": "com.nytimes.android",
+                "app:name:googleplay": "NYTimes",
+                "app:url:googleplay": "nytimes://reader/id/100000006583622",
+                site: nil,
+                title:
+                  "She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database. - The New York Times"
+              }}
+  end
+
+  test "parses twitter card with only property attributes" do
+    html = File.read!("test/fixtures/nypd-facial-recognition-children-teenagers2.html")
+
+    assert TwitterCard.parse(html, %{}) ==
+             {:ok,
+              %{
+                card: "summary_large_image",
+                description:
+                  "With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers.",
+                image:
+                  "https://static01.nyt.com/images/2019/08/01/nyregion/01nypd-juveniles-promo/01nypd-juveniles-promo-videoSixteenByNineJumbo1600.jpg",
+                "image:alt": "",
+                title:
+                  "She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database.",
+                url:
+                  "https://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"
+              }}
+  end
+
+  test "parses twitter card with name & property attributes" do
+    html = File.read!("test/fixtures/nypd-facial-recognition-children-teenagers.html")
+
+    assert TwitterCard.parse(html, %{}) ==
+             {:ok,
+              %{
+                "app:id:googleplay": "com.nytimes.android",
+                "app:name:googleplay": "NYTimes",
+                "app:url:googleplay": "nytimes://reader/id/100000006583622",
+                card: "summary_large_image",
+                description:
+                  "With little oversight, the N.Y.P.D. has been using powerful surveillance technology on photos of children and teenagers.",
+                image:
+                  "https://static01.nyt.com/images/2019/08/01/nyregion/01nypd-juveniles-promo/01nypd-juveniles-promo-videoSixteenByNineJumbo1600.jpg",
+                "image:alt": "",
+                site: nil,
+                title:
+                  "She Was Arrested at 14. Then Her Photo Went to a Facial Recognition Database.",
+                url:
+                  "https://www.nytimes.com/2019/08/01/nyregion/nypd-facial-recognition-children-teenagers.html"
+              }}
+  end
+end

From 73d8d5c49f66d77ea77540223aaa8f94d91f63f8 Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Wed, 7 Aug 2019 00:12:42 +0300
Subject: [PATCH 59/66] Stop depending on the embedded object in
 restrict_favorited_by

---
 lib/pleroma/web/activity_pub/activity_pub.ex | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/pleroma/web/activity_pub/activity_pub.ex b/lib/pleroma/web/activity_pub/activity_pub.ex
index 2877c029e..1a279a7df 100644
--- a/lib/pleroma/web/activity_pub/activity_pub.ex
+++ b/lib/pleroma/web/activity_pub/activity_pub.ex
@@ -749,8 +749,8 @@ defp restrict_state(query, _), do: query
 
   defp restrict_favorited_by(query, %{"favorited_by" => ap_id}) do
     from(
-      activity in query,
-      where: fragment(~s(? <@ (? #> '{"object","likes"}'\)), ^ap_id, activity.data)
+      [_activity, object] in query,
+      where: fragment("(?)->'likes' \\? (?)", object.data, ^ap_id)
     )
   end
 

From 03ad31328c264a1154b7d3b5697b429452a1e6b0 Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Wed, 7 Aug 2019 00:23:58 +0300
Subject: [PATCH 60/66] OStatus Announce Representer: Do not depend on the
 object being embedded in the Create activity

---
 lib/pleroma/web/ostatus/activity_representer.ex | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/lib/pleroma/web/ostatus/activity_representer.ex b/lib/pleroma/web/ostatus/activity_representer.ex
index 760345301..8e55b9f0b 100644
--- a/lib/pleroma/web/ostatus/activity_representer.ex
+++ b/lib/pleroma/web/ostatus/activity_representer.ex
@@ -183,6 +183,7 @@ def to_simple_form(%{data: %{"type" => "Announce"}} = activity, user, with_autho
     author = if with_author, do: [{:author, UserRepresenter.to_simple_form(user)}], else: []
 
     retweeted_activity = Activity.get_create_by_object_ap_id(activity.data["object"])
+    retweeted_object = Object.normalize(retweeted_activity)
     retweeted_user = User.get_cached_by_ap_id(retweeted_activity.data["actor"])
 
     retweeted_xml = to_simple_form(retweeted_activity, retweeted_user, true)
@@ -197,7 +198,7 @@ def to_simple_form(%{data: %{"type" => "Announce"}} = activity, user, with_autho
       {:"activity:verb", ['http://activitystrea.ms/schema/1.0/share']},
       {:id, h.(activity.data["id"])},
       {:title, ['#{user.nickname} repeated a notice']},
-      {:content, [type: 'html'], ['RT #{retweeted_activity.data["object"]["content"]}']},
+      {:content, [type: 'html'], ['RT #{retweeted_object.data["content"]}']},
       {:published, h.(inserted_at)},
       {:updated, h.(updated_at)},
       {:"ostatus:conversation", [ref: h.(activity.data["context"])],

From 32018a4ee0fab43fc0982e6428d3fb93e5ac3c47 Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Wed, 7 Aug 2019 00:36:13 +0300
Subject: [PATCH 61/66] ActivityPub tests: remove assertions of embedded object
 being updated, because the objects are no longer supposed to be embedded

---
 test/web/activity_pub/activity_pub_test.exs | 6 ------
 1 file changed, 6 deletions(-)

diff --git a/test/web/activity_pub/activity_pub_test.exs b/test/web/activity_pub/activity_pub_test.exs
index 3d9a678dd..d723f331f 100644
--- a/test/web/activity_pub/activity_pub_test.exs
+++ b/test/web/activity_pub/activity_pub_test.exs
@@ -677,14 +677,8 @@ test "adds a like activity to the db" do
       assert object.data["likes"] == [user.ap_id]
       assert object.data["like_count"] == 1
 
-      [note_activity] = Activity.get_all_create_by_object_ap_id(object.data["id"])
-      assert note_activity.data["object"]["like_count"] == 1
-
       {:ok, _like_activity, object} = ActivityPub.like(user_two, object)
       assert object.data["like_count"] == 2
-
-      [note_activity] = Activity.get_all_create_by_object_ap_id(object.data["id"])
-      assert note_activity.data["object"]["like_count"] == 2
     end
   end
 

From 5329e84d62bbdf87a4b66e2ba9302a840802416f Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Wed, 7 Aug 2019 00:58:48 +0300
Subject: [PATCH 62/66] OStatus tests: stop relying on embedded objects

---
 test/web/ostatus/ostatus_test.exs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/web/ostatus/ostatus_test.exs b/test/web/ostatus/ostatus_test.exs
index f8d389020..803a97695 100644
--- a/test/web/ostatus/ostatus_test.exs
+++ b/test/web/ostatus/ostatus_test.exs
@@ -199,7 +199,7 @@ test "handle incoming retweets - GS, subscription - local message" do
     assert retweeted_activity.data["type"] == "Create"
     assert retweeted_activity.data["actor"] == user.ap_id
     assert retweeted_activity.local
-    assert retweeted_activity.data["object"]["announcement_count"] == 1
+    assert Object.normalize(retweeted_activity).data["announcement_count"] == 1
   end
 
   test "handle incoming retweets - Mastodon, salmon" do

From 4f1b9c54b9317863083bfb767b8e12c6b14cc14c Mon Sep 17 00:00:00 2001
From: rinpatch <rinpatch@sdf.org>
Date: Wed, 7 Aug 2019 01:02:29 +0300
Subject: [PATCH 63/66] Do not rembed the object after updating it

---
 CHANGELOG.md                          |  1 +
 lib/pleroma/web/activity_pub/utils.ex | 17 +----------------
 2 files changed, 2 insertions(+), 16 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2713461ed..069974e44 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -21,6 +21,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
 ### Fixed
 - Not being able to pin unlisted posts
+- Objects being re-embedded to activities after being updated (e.g faved/reposted). Running 'mix pleroma.database prune_objects' again is advised.
 - Metadata rendering errors resulting in the entire page being inaccessible
 - Federation/MediaProxy not working with instances that have wrong certificate order
 - Mastodon API: Handling of search timeouts (`/api/v1/search` and `/api/v2/search`)
diff --git a/lib/pleroma/web/activity_pub/utils.ex b/lib/pleroma/web/activity_pub/utils.ex
index 39074888b..fc5305c58 100644
--- a/lib/pleroma/web/activity_pub/utils.ex
+++ b/lib/pleroma/web/activity_pub/utils.ex
@@ -251,20 +251,6 @@ def insert_full_object(%{"object" => %{"type" => type} = object_data} = map)
 
   def insert_full_object(map), do: {:ok, map, nil}
 
-  def update_object_in_activities(%{data: %{"id" => id}} = object) do
-    # TODO
-    # Update activities that already had this. Could be done in a seperate process.
-    # Alternatively, just don't do this and fetch the current object each time. Most
-    # could probably be taken from cache.
-    relevant_activities = Activity.get_all_create_by_object_ap_id(id)
-
-    Enum.map(relevant_activities, fn activity ->
-      new_activity_data = activity.data |> Map.put("object", object.data)
-      changeset = Changeset.change(activity, data: new_activity_data)
-      Repo.update(changeset)
-    end)
-  end
-
   #### Like-related helpers
 
   @doc """
@@ -347,8 +333,7 @@ def update_element_in_object(property, element, object) do
            |> Map.put("#{property}_count", length(element))
            |> Map.put("#{property}s", element),
          changeset <- Changeset.change(object, data: new_data),
-         {:ok, object} <- Object.update_and_set_cache(changeset),
-         _ <- update_object_in_activities(object) do
+         {:ok, object} <- Object.update_and_set_cache(changeset) do
       {:ok, object}
     end
   end

From a10c840abaeb8402051665412fbfd50e4a5ea054 Mon Sep 17 00:00:00 2001
From: Thibaut Girka <thib.pleroma-6b5f@sitedethib.com>
Date: Wed, 7 Aug 2019 20:29:30 +0000
Subject: [PATCH 64/66] Return profile URL when available instead of actor URI
 for MastodonAPI mention URL

Fixes #1165
---
 lib/pleroma/web/mastodon_api/views/account_view.ex | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/pleroma/web/mastodon_api/views/account_view.ex b/lib/pleroma/web/mastodon_api/views/account_view.ex
index b2b06eeb9..3212dcbc3 100644
--- a/lib/pleroma/web/mastodon_api/views/account_view.ex
+++ b/lib/pleroma/web/mastodon_api/views/account_view.ex
@@ -28,7 +28,7 @@ def render("mention.json", %{user: user}) do
       id: to_string(user.id),
       acct: user.nickname,
       username: username_from_nickname(user.nickname),
-      url: user.ap_id
+      url: User.profile_url(user) || user.ap_id
     }
   end
 

From 089d53a961f14681cf91c923eeb67478ec230da9 Mon Sep 17 00:00:00 2001
From: Thibaut Girka <thib.pleroma-6b5f@sitedethib.com>
Date: Wed, 7 Aug 2019 20:55:37 +0000
Subject: [PATCH 65/66] Simplify logic to mention.js `url` field

`User.profile_url` already fallbacks to ap_id
---
 lib/pleroma/web/mastodon_api/views/account_view.ex | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/pleroma/web/mastodon_api/views/account_view.ex b/lib/pleroma/web/mastodon_api/views/account_view.ex
index 3212dcbc3..82f8cd020 100644
--- a/lib/pleroma/web/mastodon_api/views/account_view.ex
+++ b/lib/pleroma/web/mastodon_api/views/account_view.ex
@@ -28,7 +28,7 @@ def render("mention.json", %{user: user}) do
       id: to_string(user.id),
       acct: user.nickname,
       username: username_from_nickname(user.nickname),
-      url: User.profile_url(user) || user.ap_id
+      url: User.profile_url(user)
     }
   end
 

From 9c0da1009aa2100a206fae13f88ea9faddcd6bbd Mon Sep 17 00:00:00 2001
From: Thibaut Girka <thib.pleroma-6b5f@sitedethib.com>
Date: Wed, 7 Aug 2019 21:40:53 +0000
Subject: [PATCH 66/66] Return profile URL in MastodonAPI's `url` field

---
 lib/pleroma/web/mastodon_api/views/account_view.ex | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/pleroma/web/mastodon_api/views/account_view.ex b/lib/pleroma/web/mastodon_api/views/account_view.ex
index 82f8cd020..de084fd6e 100644
--- a/lib/pleroma/web/mastodon_api/views/account_view.ex
+++ b/lib/pleroma/web/mastodon_api/views/account_view.ex
@@ -106,7 +106,7 @@ defp do_render("account.json", %{user: user} = opts) do
       following_count: user_info.following_count,
       statuses_count: user_info.note_count,
       note: bio || "",
-      url: user.ap_id,
+      url: User.profile_url(user),
       avatar: image,
       avatar_static: image,
       header: header,