Release Zulip Server 2.1.1.

docs: Rewrite LDAP discussion of AUTH_LDAP_REVERSE_EMAIL_SEARCH.
This moves the mandatory configuration for options A/B/C into a single bulleted list for each option, rather than split across two steps; I think the result is significantly more readable. It also fixes a bug where we suggested setting AUTH_LDAP_REVERSE_EMAIL_SEARCH = AUTH_LDAP_USER_SEARCH in some cases, whereas in fact it will never work because the parameters are `%(email)s`, not `%(user)s`. Also, now that one needs to set AUTH_LDAP_REVERSE_EMAIL_SEARCH, it seems worth adding values for that to the Active Directory instructions. Thanks to @alfonsrv for the suggestion.
2025-10-24 00:23:49 +00:00 · 2019-12-13 16:36:21 -08:00 · 2019-12-13 16:32:56 -08:00 · 2019-12-13 16:32:48 -08:00 · 2019-12-13 10:57:38 -08:00
2489 changed files with 132941 additions and 183372 deletions
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -9,47 +9,42 @@ aliases:
    run:
      name: create cache directories
      command: |
-          dirs=(/srv/zulip-{npm,venv,emoji}-cache)
+          dirs=(/srv/zulip-{npm,venv}-cache)
          sudo mkdir -p "${dirs[@]}"
          sudo chown -R circleci "${dirs[@]}"

  - &restore_cache_package_json
    restore_cache:
      keys:
-        - v1-npm-base.{{ .Environment.CIRCLE_JOB }}-{{ checksum "package.json" }}-{{ checksum "yarn.lock" }}
+      - v1-npm-base.{{ .Environment.CIRCLE_JOB }}-{{ checksum "package.json" }}-{{ checksum "yarn.lock" }}

  - &restore_cache_requirements
    restore_cache:
      keys:
-        - v1-venv-base.{{ .Environment.CIRCLE_JOB }}-{{ checksum "requirements/thumbor-dev.txt" }}-{{ checksum "requirements/dev.txt" }}
-
-  - &restore_emoji_cache
-    restore_cache:
-      keys:
-        - v1-venv-base.{{ .Environment.CIRCLE_JOB }}-{{ checksum "tools/setup/emoji/emoji_map.json" }}-{{ checksum "tools/setup/emoji/build_emoji" }}-{{checksum "tools/setup/emoji/emoji_setup_utils.py" }}-{{ checksum "tools/setup/emoji/emoji_names.py" }}-{{ checksum "package.json" }}
+      - v1-venv-base.{{ .Environment.CIRCLE_JOB }}-{{ checksum "requirements/thumbor.txt" }}-{{ checksum "requirements/dev.txt" }}

  - &install_dependencies
    run:
      name: install dependencies
      command: |
-          sudo apt-get update
-          # Install moreutils so we can use `ts` and `mispipe` in the following.
-          sudo apt-get install -y moreutils
+        sudo apt-get update
+        # Install moreutils so we can use `ts` and `mispipe` in the following.
+        sudo apt-get install -y moreutils

-          # CircleCI sets the following in Git config at clone time:
-          #   url.ssh://git@github.com.insteadOf https://github.com
-          # This breaks the Git clones in the NVM `install.sh` we run
-          # in `install-node`.
-          # TODO: figure out why that breaks, and whether we want it.
-          #   (Is it an optimization?)
-          rm -f /home/circleci/.gitconfig
+        # CircleCI sets the following in Git config at clone time:
+        #   url.ssh://git@github.com.insteadOf https://github.com
+        # This breaks the Git clones in the NVM `install.sh` we run
+        # in `install-node`.
+        # TODO: figure out why that breaks, and whether we want it.
+        #   (Is it an optimization?)
+        rm -f /home/circleci/.gitconfig

-          # This is the main setup job for the test suite
-          mispipe "tools/ci/setup-backend --skip-dev-db-build" ts
+        # This is the main setup job for the test suite
+        mispipe "tools/ci/setup-backend" ts

-          # Cleaning caches is mostly unnecessary in Circle, because
-          # most builds don't get to write to the cache.
-          # mispipe "scripts/lib/clean-unused-caches --verbose --threshold 0 2>&1" ts
+        # Cleaning caches is mostly unnecessary in Circle, because
+        # most builds don't get to write to the cache.
+        # mispipe "scripts/lib/clean-unused-caches --verbose --threshold 0" ts

  - &save_cache_package_json
    save_cache:
@@ -61,128 +56,37 @@ aliases:
    save_cache:
      paths:
        - /srv/zulip-venv-cache
-      key: v1-venv-base.{{ .Environment.CIRCLE_JOB }}-{{ checksum "requirements/thumbor-dev.txt" }}-{{ checksum "requirements/dev.txt" }}
-
-  - &save_emoji_cache
-    save_cache:
-      paths:
-        - /srv/zulip-emoji-cache
-      key: v1-venv-base.{{ .Environment.CIRCLE_JOB }}-{{ checksum "tools/setup/emoji/emoji_map.json" }}-{{ checksum "tools/setup/emoji/build_emoji" }}-{{checksum "tools/setup/emoji/emoji_setup_utils.py" }}-{{ checksum "tools/setup/emoji/emoji_names.py" }}-{{ checksum "package.json" }}
-
-  - &do_bionic_hack
-    run:
-      name: do Bionic hack
-      command: |
-          # Temporary hack till `sudo service redis-server start` gets fixes in Bionic. See
-          # https://chat.zulip.org/#narrow/stream/3-backend/topic/Ubuntu.20bionic.20CircleCI
-          sudo sed -i '/^bind/s/bind.*/bind 0.0.0.0/' /etc/redis/redis.conf
+      key: v1-venv-base.{{ .Environment.CIRCLE_JOB }}-{{ checksum "requirements/thumbor.txt" }}-{{ checksum "requirements/dev.txt" }}
+    # TODO: in Travis we also cache ~/zulip-emoji-cache, ~/node, ~/misc

  - &run_backend_tests
    run:
      name: run backend tests
      command: |
-          . /srv/zulip-py3-venv/bin/activate
-          mispipe "./tools/ci/backend 2>&1" ts
+        . /srv/zulip-py3-venv/bin/activate
+        mispipe ./tools/ci/backend ts

  - &run_frontend_tests
    run:
      name: run frontend tests
      command: |
-          . /srv/zulip-py3-venv/bin/activate
-          mispipe "./tools/ci/frontend 2>&1" ts
+        . /srv/zulip-py3-venv/bin/activate
+        mispipe ./tools/ci/frontend ts

  - &upload_coverage_report
    run:
-      name: upload coverage report
-      command: |
-          # codecov requires `.coverage` file to be stored in pwd for
-          # uploading coverage results.
-          mv /home/circleci/zulip/var/.coverage /home/circleci/zulip/.coverage
-
-          . /srv/zulip-py3-venv/bin/activate
-          # TODO: Check that the next release of codecov doesn't
-          # throw find error.
-          # codecov==2.0.16 introduced a bug which uses "find"
-          # for locating files which is buggy on some platforms.
-          # It was fixed via https://github.com/codecov/codecov-python/pull/217
-          # and should get automatically fixed here once it's released.
-          # We cannot pin the version here because we need the latest version for uploading files.
-          # see https://community.codecov.io/t/http-400-while-uploading-to-s3-with-python-codecov-from-travis/1428/7
-          pip install codecov && codecov \
-            || echo "Error in uploading coverage reports to codecov.io."
-
-  - &build_production
-    run:
-      name: build production
-      command: |
-          sudo apt-get update
-          # Install moreutils so we can use `ts` and `mispipe` in the following.
-          sudo apt-get install -y moreutils
-
-          mispipe "./tools/ci/production-build 2>&1" ts
-
-  - &production_extract_tarball
-    run:
-      name: production extract tarball
-      command: |
-          sudo apt-get update
-          # Install moreutils so we can use `ts` and `mispipe` in the following.
-          sudo apt-get install -y moreutils
-
-          mispipe "/tmp/production-extract-tarball 2>&1" ts
-
-  - &install_production
-    run:
-      name: install production
-      command: |
-          sudo service rabbitmq-server restart
-          sudo mispipe "/tmp/production-install 2>&1" ts
-
-  - &verify_production
-    run:
-      name: verify install
-      command: |
-          sudo mispipe "/tmp/production-verify 2>&1" ts
-
-  - &upgrade_postgresql
-    run:
-      name: upgrade postgresql
-      command: |
-          sudo mispipe "/tmp/production-upgrade-pg 2>&1" ts
-
-  - &check_xenial_provision_error
-    run:
-      name: check tools/provision error message on xenial
-      command: |
-          ! tools/provision > >(tee provision.out)
-          grep -Fqx 'CRITICAL:root:Unsupported platform: ubuntu 16.04' provision.out
-
-  - &check_xenial_upgrade_error
-    run:
-      name: check scripts/lib/upgrade-zulip-stage-2 error message on xenial
-      command: |
-          ! sudo scripts/lib/upgrade-zulip-stage-2 2> >(tee upgrade.err >&2)
-          grep -Fq 'upgrade-zulip-stage-2: Unsupported platform: ubuntu 16.04' upgrade.err
-
-  - &notify_failure_status
-    run:
-      name: On fail
-      when: on_fail
-      branches:
-        only: master
-      command: |
-          if [[ "$CIRCLE_REPOSITORY_URL" == "git@github.com:zulip/zulip.git" && "$ZULIP_BOT_KEY" != "" ]]; then
-            curl  -H "Content-Type: application/json" \
-            -X POST -i 'https://chat.zulip.org/api/v1/external/circleci?api_key='"$ZULIP_BOT_KEY"'&stream=automated%20testing&topic=master%20failing' \
-            -d '{"payload": { "branch": "'"$CIRCLE_BRANCH"'", "reponame": "'"$CIRCLE_PROJECT_REPONAME"'", "status": "failed", "build_url": "'"$CIRCLE_BUILD_URL"'", "username": "'"$CIRCLE_USERNAME"'"}}'
-          fi
+     name: upload coverage report
+     command: |
+       . /srv/zulip-py3-venv/bin/activate
+       pip install codecov && codecov \
+         || echo "Error in uploading coverage reports to codecov.io."

 jobs:
-  "bionic-backend-frontend":
+  "xenial-backend-frontend-python3.5":
    docker:
-      # This is built from tools/ci/images/bionic/Dockerfile .
-      # Bionic ships with Python 3.6.
-      - image: arpit551/circleci:bionic-python-test
+      # This is built from tools/circleci/images/xenial/Dockerfile .
+      # Xenial ships with Python 3.5.
+      - image: gregprice/circleci:xenial-python-4.test

    working_directory: ~/zulip

@@ -190,195 +94,58 @@ jobs:
      - checkout

      - *create_cache_directories
-      - *do_bionic_hack
      - *restore_cache_package_json
      - *restore_cache_requirements
-      - *restore_emoji_cache
      - *install_dependencies
      - *save_cache_package_json
      - *save_cache_requirements
-      - *save_emoji_cache
      - *run_backend_tests
-
-      - run:
-          name: test locked requirements
-          command: |
-              . /srv/zulip-py3-venv/bin/activate
-              mispipe "./tools/test-locked-requirements 2>&1" ts
-
      - *run_frontend_tests
-        # We only need to upload coverage reports on whichever platform
-        # runs the frontend tests.
+      # We only need to upload coverage reports on whichever platform
+      # runs the frontend tests.
      - *upload_coverage_report

      - store_artifacts:
          path: ./var/casper/
          destination: casper

-      - store_artifacts:
-          path: ./var/puppeteer/
-          destination: puppeteer
-
-      - store_artifacts:
+      - store_artifacts:    
          path: ../../../tmp/zulip-test-event-log/
          destination: test-reports

      - store_test_results:
-          path: ./var/xunit-test-results/casper/
-      - *notify_failure_status
+            path: ./var/xunit-test-results/casper/

-
-  "focal-backend":
-      docker:
-        # This is built from tools/ci/images/focal/Dockerfile.
-        # Focal ships with Python 3.8.2.
-        - image: arpit551/circleci:focal-python-test
-
-      working_directory: ~/zulip
-
-      steps:
-        - checkout
-
-        - *create_cache_directories
-        - *restore_cache_package_json
-        - *restore_cache_requirements
-        - *restore_emoji_cache
-        - *install_dependencies
-        - *save_cache_package_json
-        - *save_cache_requirements
-        - *save_emoji_cache
-        - *run_backend_tests
-        - run:
-            name: Check development database build
-            command: mispipe "tools/ci/setup-backend" ts
-        - *notify_failure_status
-
-  "xenial-legacy":
+  "bionic-backend-python3.6":
    docker:
-      - image: arpit551/circleci:xenial-python-test
+      # This is built from tools/circleci/images/bionic/Dockerfile .
+      # Bionic ships with Python 3.6.
+      - image: gregprice/circleci:bionic-python-1.test

    working_directory: ~/zulip

    steps:
      - checkout

-      - *check_xenial_provision_error
-      - *check_xenial_upgrade_error
-      - *notify_failure_status
-
-  "bionic-production-build":
-    docker:
-      # This is built from tools/ci/images/bionic/Dockerfile .
-      # Bionic ships with Python 3.6.
-      - image: arpit551/circleci:bionic-python-test
-
-    working_directory: ~/zulip
-
-    steps:
-      - checkout
-
-      - *create_cache_directories
-      - *do_bionic_hack
-      - *restore_cache_package_json
-      - *restore_cache_requirements
-      - *restore_emoji_cache
-      - *build_production
-      - *save_cache_package_json
-      - *save_cache_requirements
-      - *save_emoji_cache
-
-      # Persist the built tarball to be used in downstream job
-      # for installation of production server.
-      # See https://circleci.com/docs/2.0/workflows/#using-workspaces-to-share-data-among-jobs
-      - persist_to_workspace:
-          # Must be an absolute path,
-          # or relative path from working_directory.
-          # This is a directory on the container which is
-          # taken to be the root directory of the workspace.
-          root: /tmp
-          # Must be relative path from root
-          paths:
-            - zulip-server-test.tar.gz
-            - success-http-headers.template.txt
-            - production-install
-            - production-verify
-            - production-upgrade-pg
-            - production
-            - production-extract-tarball
-      - *notify_failure_status
-
-  "bionic-production-install":
-    docker:
-      # This is built from tools/ci/images/bionic/Dockerfile .
-      # Bionic ships with Python 3.6.
-      - image: arpit551/circleci:bionic-python-test
-
-    working_directory: ~/zulip
-
-    steps:
-      # Contains the built tarball from bionic-production-build job
-      - attach_workspace:
-          # Must be absolute path or relative path from working_directory
-          at: /tmp
-
-      - *create_cache_directories
-      - *do_bionic_hack
-      - *production_extract_tarball
-      - *restore_cache_package_json
-      - *install_production
-      - *verify_production
-      - *upgrade_postgresql
-      - *verify_production
-      - *save_cache_package_json
-      - *notify_failure_status
-
-  "focal-production-install":
-    docker:
-      # This is built from tools/ci/images/focal/Dockerfile.
-      # Focal ships with Python 3.8.2.
-      - image: arpit551/circleci:focal-python-test
-
-    working_directory: ~/zulip
-
-    steps:
-      # Contains the built tarball from bionic-production-build job
-      - attach_workspace:
-          # Must be absolute path or relative path from working_directory
-          at: /tmp
-
      - *create_cache_directories

      - run:
-          name: do memcached hack
+          name: do Bionic hack
          command: |
-              # Temporary hack till memcached upstream is updated in Focal.
-              # https://bugs.launchpad.net/ubuntu/+source/memcached/+bug/1878721
-              echo "export SASL_CONF_PATH=/etc/sasl2" | sudo tee - a /etc/default/memcached
+              # Temporary hack till `sudo service redis-server start` gets fixes in Bionic. See
+              # https://chat.zulip.org/#narrow/stream/3-backend/topic/Ubuntu.20bionic.20CircleCI
+              sudo sed -i '/^bind/s/bind.*/bind 0.0.0.0/' /etc/redis/redis.conf

-      - *production_extract_tarball
      - *restore_cache_package_json
-      - *install_production
-      - *verify_production
+      - *restore_cache_requirements
+      - *install_dependencies
      - *save_cache_package_json
-      - *notify_failure_status
+      - *save_cache_requirements
+      - *run_backend_tests

 workflows:
  version: 2
-  "Ubuntu 16.04 Xenial (Python 3.5, legacy)":
+  build:
    jobs:
-      - "xenial-legacy"
-  "Ubuntu 18.04 Bionic (Python 3.6, backend+frontend)":
-    jobs:
-      - "bionic-backend-frontend"
-  "Ubuntu 20.04 Focal (Python 3.8, backend)":
-    jobs:
-      - "focal-backend"
-  "Production":
-    jobs:
-      - "bionic-production-build"
-      - "bionic-production-install":
-          requires:
-            - "bionic-production-build"
-      - "focal-production-install":
-          requires:
-            - "bionic-production-build"
+      - "xenial-backend-frontend-python3.5"
+      - "bionic-backend-python3.6"
--- a/.editorconfig
+++ b/.editorconfig
@@ -6,7 +6,7 @@ charset = utf-8
 trim_trailing_whitespace = true
 insert_final_newline = true

-[*.{sh,py,pyi,js,ts,json,xml,css,scss,hbs,html}]
+[*.{sh,py,pyi,js,ts,json,yml,xml,css,md,markdown,handlebars,html}]
 indent_style = space
 indent_size = 4

@@ -16,6 +16,10 @@ max_line_length = 110
 [*.{js,ts}]
 max_line_length = 100

-[*.{svg,rb,pp}]
+[*.{svg,rb,pp,pl}]
 indent_style = space
 indent_size = 2
+
+[*.cfg]
+indent_style = space
+indent_size = 8
--- a/.eslintrc.json
+++ b/.eslintrc.json
@@ -3,99 +3,361 @@
        "node": true,
        "es6": true
    },
-    "extends": [
-        "eslint:recommended"
-    ],
    "parserOptions": {
        "ecmaVersion": 2019,
        "warnOnUnsupportedTypeScriptVersion": false,
        "sourceType": "module"
    },
+    "globals": {
+        "$": false,
+        "ClipboardJS": false,
+        "Dict": false,
+        "FetchStatus": false,
+        "Filter": false,
+        "Handlebars": false,
+        "LightboxCanvas": false,
+        "MessageListData": false,
+        "MessageListView": false,
+        "Plotly": false,
+        "SockJS": false,
+        "Socket": false,
+        "Sortable": false,
+        "WinChan": false,
+        "XDate": false,
+        "_": false,
+        "activity": false,
+        "admin": false,
+        "alert_words": false,
+        "alert_words_ui": false,
+        "attachments_ui": false,
+        "avatar": false,
+        "billing": false,
+        "blueslip": false,
+        "bot_data": false,
+        "bridge": false,
+        "buddy_data": false,
+        "buddy_list": false,
+        "channel": false,
+        "click_handlers": false,
+        "color_data": false,
+        "colorspace": false,
+        "common": false,
+        "components": false,
+        "compose": false,
+        "compose_actions": false,
+        "compose_fade": false,
+        "compose_pm_pill": false,
+        "compose_state": false,
+        "compose_ui": false,
+        "composebox_typeahead": false,
+        "condense": false,
+        "confirm_dialog": false,
+        "copy_and_paste": false,
+        "csrf_token": false,
+        "current_msg_list": true,
+        "drafts": false,
+        "echo": false,
+        "emoji": false,
+        "emoji_codes": false,
+        "emoji_picker": false,
+        "favicon": false,
+        "feature_flags": false,
+        "feedback_widget": false,
+        "fenced_code": false,
+        "flatpickr": false,
+        "floating_recipient_bar": false,
+        "gear_menu": false,
+        "hash_util": false,
+        "hashchange": false,
+        "helpers": false,
+        "history": false,
+        "home_msg_list": false,
+        "hotspots": false,
+        "i18n": false,
+        "info_overlay": false,
+        "input_pill": false,
+        "invite": false,
+        "jQuery": false,
+        "katex": false,
+        "keydown_util": false,
+        "lightbox": false,
+        "list_cursor": false,
+        "list_render": false,
+        "list_util": false,
+        "loading": false,
+        "localStorage": false,
+        "local_message": false,
+        "localstorage": false,
+        "location": false,
+        "markdown": false,
+        "marked": false,
+        "md5": false,
+        "message_edit": false,
+        "message_events": false,
+        "message_fetch": false,
+        "message_flags": false,
+        "message_list": false,
+        "message_live_update": false,
+        "message_scroll": false,
+        "message_store": false,
+        "message_util": false,
+        "message_viewport": false,
+        "moment": false,
+        "muting": false,
+        "muting_ui": false,
+        "narrow": false,
+        "narrow_state": false,
+        "navigate": false,
+        "night_mode": false,
+        "notifications": false,
+        "overlays": false,
+        "padded_widget": false,
+        "page_params": false,
+        "panels": false,
+        "people": false,
+        "pm_conversations": false,
+        "pm_list": false,
+        "pointer": false,
+        "popovers": false,
+        "presence": false,
+        "pygments_data": false,
+        "reactions": false,
+        "realm_icon": false,
+        "realm_logo": false,
+        "realm_night_logo": false,
+        "recent_senders": false,
+        "reload": false,
+        "reload_state": false,
+        "reminder": false,
+        "resize": false,
+        "rows": false,
+        "rtl": false,
+        "run_test": false,
+        "schema": false,
+        "scroll_bar": false,
+        "scroll_util": false,
+        "search": false,
+        "search_pill": false,
+        "search_pill_widget": false,
+        "search_suggestion": false,
+        "search_util": false,
+        "sent_messages": false,
+        "server_events": false,
+        "server_events_dispatch": false,
+        "settings": false,
+        "settings_account": false,
+        "settings_bots": false,
+        "settings_display": false,
+        "settings_emoji": false,
+        "settings_exports": false,
+        "settings_linkifiers": false,
+        "settings_invites": false,
+        "settings_muting": false,
+        "settings_notifications": false,
+        "settings_org": false,
+        "settings_panel_menu": false,
+        "settings_profile_fields": false,
+        "settings_sections": false,
+        "settings_streams": false,
+        "settings_toggle": false,
+        "settings_ui": false,
+        "settings_user_groups": false,
+        "settings_users": false,
+        "starred_messages": false,
+        "stream_color": false,
+        "stream_create": false,
+        "stream_data": false,
+        "stream_edit": false,
+        "stream_events": false,
+        "stream_list": false,
+        "stream_muting": false,
+        "stream_popover": false,
+        "stream_sort": false,
+        "stream_ui_updates": false,
+        "StripeCheckout": false,
+        "submessage": false,
+        "subs": false,
+        "tab_bar": false,
+        "templates": false,
+        "tictactoe_widget": false,
+        "timerender": false,
+        "todo_widget": false,
+        "top_left_corner": false,
+        "topic_data": false,
+        "topic_generator": false,
+        "topic_list": false,
+        "topic_zoom": false,
+        "transmit": false,
+        "tutorial": false,
+        "typeahead_helper": false,
+        "typing": false,
+        "typing_data": false,
+        "typing_events": false,
+        "ui": false,
+        "ui_init": false,
+        "ui_report": false,
+        "ui_util": false,
+        "unread": false,
+        "unread_ops": false,
+        "unread_ui": false,
+        "upgrade": false,
+        "upload": false,
+        "upload_widget": false,
+        "user_events": false,
+        "user_groups": false,
+        "user_pill": false,
+        "user_search": false,
+        "user_status": false,
+        "user_status_ui": false,
+        "util": false,
+        "poll_widget": false,
+        "widgetize": false,
+        "zcommand": false,
+        "zform": false,
+        "zxcvbn": false
+    },
    "plugins": [
        "eslint-plugin-empty-returns"
    ],
    "rules": {
        "array-callback-return": "error",
        "array-bracket-spacing": "error",
-        "arrow-body-style": "error",
-        "arrow-parens": "error",
        "arrow-spacing": [ "error", { "before": true, "after": true } ],
        "block-scoped-var": "error",
        "brace-style": [ "error", "1tbs", { "allowSingleLine": true } ],
-        "comma-dangle": [ "error", "always-multiline" ],
+        "camelcase": "off",
+        "comma-dangle": [ "error",
+            {
+                "arrays": "always-multiline",
+                "objects": "always-multiline",
+                "imports": "always-multiline",
+                "exports": "always-multiline",
+                "functions": "never"
+            }
+        ],
        "comma-spacing": [ "error",
            {
                "before": false,
                "after": true
            }
        ],
+        "complexity": [ "off", 4 ],
        "curly": "error",
-        "dot-notation": "error",
+        "dot-notation": [ "error", { "allowKeywords": true } ],
        "empty-returns/main": "error",
-        "eol-last": "error",
+        "eol-last": [ "error", "always" ],
        "eqeqeq": "error",
+        "func-style": [ "off", "expression" ],
        "guard-for-in": "error",
        "indent": ["error", 4, {
            "ArrayExpression": "first",
            "ObjectExpression": "first",
+            "SwitchCase": 0,
            "CallExpression": {"arguments": "first"},
            "FunctionExpression": {"parameters": "first"},
            "FunctionDeclaration": {"parameters": "first"}
        }],
-        "key-spacing": "error",
-        "keyword-spacing": "error",
+        "key-spacing": [ "error",
+            {
+                "beforeColon": false,
+                "afterColon": true
+            }
+        ],
+        "keyword-spacing": [ "error",
+            {
+                "before": true,
+                "after": true,
+                "overrides": {
+                    "return": { "after": true },
+                    "throw": { "after": true },
+                    "case": { "after": true }
+                }
+            }
+        ],
+        "max-depth": [ "off", 4 ],
        "max-len": [ "error", 100, 2,
            {
                "ignoreUrls": true,
+                "ignoreComments": false,
                "ignoreRegExpLiterals": true,
                "ignoreStrings": true,
                "ignoreTemplateLiterals": true
            }
        ],
+        "max-params": [ "off", 3 ],
+        "max-statements": [ "off", 10 ],
        "new-cap": [ "error",
            {
+                "newIsCap": true,
                "capIsNew": false
            }
        ],
        "new-parens": "error",
+        "newline-per-chained-call": "off",
        "no-alert": "error",
        "no-array-constructor": "error",
        "no-bitwise": "error",
        "no-caller": "error",
+        "no-case-declarations": "error",
        "no-catch-shadow": "error",
-        "no-constant-condition": ["error", {"checkLoops": false}],
+        "no-console": "off",
+        "no-const-assign": "error",
+        "no-control-regex": "error",
+        "no-debugger": "error",
+        "no-delete-var": "error",
        "no-div-regex": "error",
+        "no-dupe-class-members": "error",
+        "no-dupe-keys": "error",
        "no-duplicate-imports": "error",
        "no-else-return": "error",
+        "no-empty": "error",
+        "no-empty-character-class": "error",
        "no-eq-null": "error",
        "no-eval": "error",
-        "no-extra-parens": "error",
+        "no-ex-assign": "error",
+        "no-extra-parens": ["error", "all"],
+        "no-extra-semi": "error",
+        "no-fallthrough": "error",
        "no-floating-decimal": "error",
+        "no-func-assign": "error",
        "no-implied-eval": "error",
-        "no-inner-declarations": "off",
        "no-iterator": "error",
        "no-label-var": "error",
        "no-labels": "error",
        "no-loop-func": "error",
+        "no-mixed-requires": [ "off", false ],
        "no-multi-str": "error",
        "no-native-reassign": "error",
+        "no-nested-ternary": "off",
        "no-new-func": "error",
        "no-new-object": "error",
        "no-new-wrappers": "error",
+        "no-obj-calls": "error",
+        "no-octal": "error",
        "no-octal-escape": "error",
+        "no-param-reassign": "off",
        "no-plusplus": "error",
        "no-proto": "error",
+        "no-redeclare": "error",
+        "no-regex-spaces": "error",
+        "no-restricted-syntax": "off",
        "no-return-assign": "error",
        "no-script-url": "error",
        "no-self-compare": "error",
+        "no-shadow": "off",
        "no-sync": "error",
+        "no-ternary": "off",
        "no-trailing-spaces": "error",
+        "no-undef": "error",
        "no-undef-init": "error",
+        "no-underscore-dangle": "off",
        "no-unneeded-ternary": [ "error", { "defaultAssignment": false } ],
+        "no-unreachable": "error",
        "no-unused-expressions": "error",
        "no-unused-vars": [ "error",
            {
                "vars": "local",
+                "args": "after-used",
                "varsIgnorePattern": "print_elapsed_time|check_duplicate_ids"
            }
        ],
@@ -109,17 +371,26 @@
        "no-var": "error",
        "space-unary-ops": "error",
        "no-whitespace-before-property": "error",
+        "no-with": "error",
        "one-var": [ "error", "never" ],
-        "prefer-arrow-callback": "error",
+        "padded-blocks": "off",
        "prefer-const": [ "error",
            {
+                "destructuring": "any",
                "ignoreReadBeforeAssign": true
            }
        ],
-        "quote-props": [ "error", "as-needed" ],
+        "quote-props": [ "error", "as-needed",
+            {
+                "keywords": false,
+                "unnecessary": true,
+                "numbers": false
+            }
+        ],
+        "quotes": [ "off", "single" ],
        "radix": "error",
        "semi": "error",
-        "semi-spacing": "error",
+        "semi-spacing": ["error", {"before": false, "after": true}],
        "sort-imports": "error",
        "space-before-blocks": "error",
        "space-before-function-paren": [ "error",
@@ -134,287 +405,90 @@
        "spaced-comment": "off",
        "strict": "off",
        "template-curly-spacing": "error",
+        "unnecessary-strict": "off",
+        "use-isnan": "error",
        "valid-typeof": [ "error", { "requireStringLiterals": true } ],
-        "wrap-iife": "error",
+        "wrap-iife": [ "error", "outside", { "functionPrototypeMethods": false } ],
+        "wrap-regex": "off",
        "yoda": "error"
    },
    "overrides": [
-        {
-            "files": [
-                "frontend_tests/**/*.{js,ts}",
-                "static/js/**/*.{js,ts}"
-            ],
-            "globals": {
-                "$": false,
-                "ClipboardJS": false,
-                "FetchStatus": false,
-                "Filter": false,
-                "Handlebars": false,
-                "LightboxCanvas": false,
-                "MessageListData": false,
-                "MessageListView": false,
-                "Plotly": false,
-                "Sortable": false,
-                "WinChan": false,
-                "XDate": false,
-                "_": false,
-                "activity": false,
-                "admin": false,
-                "alert_words": false,
-                "alert_words_ui": false,
-                "attachments_ui": false,
-                "avatar": false,
-                "billing": false,
-                "blueslip": false,
-                "bot_data": false,
-                "bridge": false,
-                "buddy_data": false,
-                "buddy_list": false,
-                "channel": false,
-                "click_handlers": false,
-                "color_data": false,
-                "colorspace": false,
-                "common": false,
-                "components": false,
-                "compose": false,
-                "compose_actions": false,
-                "compose_fade": false,
-                "compose_pm_pill": false,
-                "compose_state": false,
-                "compose_ui": false,
-                "composebox_typeahead": false,
-                "condense": false,
-                "confirm_dialog": false,
-                "copy_and_paste": false,
-                "csrf_token": false,
-                "current_msg_list": true,
-                "drafts": false,
-                "dropdown_list_widget": false,
-                "echo": false,
-                "emoji": false,
-                "emoji_picker": false,
-                "favicon": false,
-                "feature_flags": false,
-                "feedback_widget": false,
-                "fenced_code": false,
-                "flatpickr": false,
-                "floating_recipient_bar": false,
-                "gear_menu": false,
-                "hash_util": false,
-                "hashchange": false,
-                "helpers": false,
-                "history": false,
-                "home_msg_list": false,
-                "hotspots": false,
-                "i18n": false,
-                "info_overlay": false,
-                "input_pill": false,
-                "invite": false,
-                "jQuery": false,
-                "katex": false,
-                "keydown_util": false,
-                "lightbox": false,
-                "list_cursor": false,
-                "list_render": false,
-                "list_util": false,
-                "loading": false,
-                "localStorage": false,
-                "local_message": false,
-                "localstorage": false,
-                "location": false,
-                "markdown": false,
-                "marked": false,
-                "md5": false,
-                "message_edit": false,
-                "message_edit_history": false,
-                "message_events": false,
-                "message_fetch": false,
-                "message_flags": false,
-                "message_list": false,
-                "message_live_update": false,
-                "message_scroll": false,
-                "message_store": false,
-                "message_util": false,
-                "message_viewport": false,
-                "moment": false,
-                "muting": false,
-                "muting_ui": false,
-                "narrow": false,
-                "narrow_state": false,
-                "navigate": false,
-                "night_mode": false,
-                "notifications": false,
-                "overlays": false,
-                "padded_widget": false,
-                "page_params": false,
-                "panels": false,
-                "people": false,
-                "pm_conversations": false,
-                "pm_list": false,
-                "pm_list_dom": false,
-                "pointer": false,
-                "popovers": false,
-                "presence": false,
-                "reactions": false,
-                "realm_icon": false,
-                "realm_logo": false,
-                "realm_night_logo": false,
-                "recent_senders": false,
-                "recent_topics": false,
-                "reload": false,
-                "reload_state": false,
-                "reminder": false,
-                "resize": false,
-                "rows": false,
-                "rtl": false,
-                "run_test": false,
-                "schema": false,
-                "scroll_bar": false,
-                "scroll_util": false,
-                "search": false,
-                "search_pill": false,
-                "search_pill_widget": false,
-                "search_suggestion": false,
-                "search_util": false,
-                "sent_messages": false,
-                "server_events": false,
-                "server_events_dispatch": false,
-                "settings": false,
-                "settings_account": false,
-                "settings_bots": false,
-                "settings_display": false,
-                "settings_emoji": false,
-                "settings_exports": false,
-                "settings_linkifiers": false,
-                "settings_invites": false,
-                "settings_muting": false,
-                "settings_notifications": false,
-                "settings_org": false,
-                "settings_panel_menu": false,
-                "settings_profile_fields": false,
-                "settings_sections": false,
-                "settings_streams": false,
-                "settings_toggle": false,
-                "settings_ui": false,
-                "settings_user_groups": false,
-                "settings_users": false,
-                "spoilers": false,
-                "starred_messages": false,
-                "stream_color": false,
-                "stream_create": false,
-                "stream_data": false,
-                "stream_edit": false,
-                "stream_events": false,
-                "stream_topic_history": false,
-                "stream_list": false,
-                "stream_muting": false,
-                "stream_popover": false,
-                "stream_sort": false,
-                "stream_ui_updates": false,
-                "StripeCheckout": false,
-                "submessage": false,
-                "subs": false,
-                "tab_bar": false,
-                "templates": false,
-                "tictactoe_widget": false,
-                "timerender": false,
-                "todo_widget": false,
-                "top_left_corner": false,
-                "topic_generator": false,
-                "topic_list": false,
-                "topic_zoom": false,
-                "transmit": false,
-                "tutorial": false,
-                "typeahead_helper": false,
-                "typing": false,
-                "typing_data": false,
-                "typing_events": false,
-                "ui": false,
-                "ui_init": false,
-                "ui_report": false,
-                "ui_util": false,
-                "unread": false,
-                "unread_ops": false,
-                "unread_ui": false,
-                "upgrade": false,
-                "upload": false,
-                "upload_widget": false,
-                "user_events": false,
-                "user_groups": false,
-                "user_pill": false,
-                "user_search": false,
-                "user_status": false,
-                "user_status_ui": false,
-                "poll_widget": false,
-                "vdom": false,
-                "widgetize": false,
-                "zcommand": false,
-                "zform": false,
-                "zxcvbn": false
-            }
-        },
        {
            "files": [
                "frontend_tests/casper_tests/*.js",
                "frontend_tests/casper_lib/*.js"
            ],
            "rules": {
-                // Don’t require ES features that PhantomJS doesn’t support
-                "comma-dangle": [
-                    "error",
-                    {
-                        "arrays": "always-multiline",
-                        "objects": "always-multiline",
-                        "imports": "always-multiline",
-                        "exports": "always-multiline",
-                        "functions": "never"
-                    }
-                ],
-                "no-var": "off",
-                "prefer-arrow-callback": "off"
+                "no-var": "off" // PhantomJS doesn’t support let, const
            }
        },
        {
            "files": ["**/*.ts"],
-            "extends": [
-                "plugin:@typescript-eslint/recommended"
-            ],
+            "parser": "@typescript-eslint/parser",
            "parserOptions": {
                "project": "tsconfig.json"
            },
+            "plugins": ["@typescript-eslint"],
            "rules": {
                // Disable base rule to avoid conflict
                "empty-returns/main": "off",
                "indent": "off",
-                "no-extra-parens": "off",
+                "func-call-spacing": "off",
+                "no-magic-numbers": "off",
                "semi": "off",
                "no-unused-vars": "off",
                "no-useless-constructor": "off",

+                "@typescript-eslint/adjacent-overload-signatures": "error",
                "@typescript-eslint/array-type": "error",
                "@typescript-eslint/await-thenable": "error",
+                "@typescript-eslint/ban-types": "error",
+                "@typescript-eslint/ban-ts-ignore": "off",
+                "@typescript-eslint/camelcase": "off",
+                "@typescript-eslint/class-name-casing": "error",
                "@typescript-eslint/consistent-type-assertions": "error",
                "@typescript-eslint/explicit-function-return-type": ["error", { "allowExpressions": true }],
+                "@typescript-eslint/explicit-member-accessibility": "off",
                "@typescript-eslint/func-call-spacing": "error",
+                "@typescript-eslint/generic-type-naming": "off",
                "@typescript-eslint/indent": "error",
+                "@typescript-eslint/interface-name-prefix": "off",
                "@typescript-eslint/member-delimiter-style": "error",
+                "@typescript-eslint/member-naming": ["error", { "private": "^_" } ],
                "@typescript-eslint/member-ordering": "error",
+                "@typescript-eslint/no-array-constructor": "error",
+                "@typescript-eslint/no-empty-interface": "error",
                "@typescript-eslint/no-explicit-any": "off",
-                "@typescript-eslint/no-extra-parens": ["error", "all"],
                "@typescript-eslint/no-extraneous-class": "error",
+                "@typescript-eslint/no-for-in-array": "off",
+                "@typescript-eslint/no-inferrable-types": "error",
+                "@typescript-eslint/no-magic-numbers": "off",
+                "@typescript-eslint/no-misused-new": "error",
+                "@typescript-eslint/no-namespace": "error",
                "@typescript-eslint/no-non-null-assertion": "off",
                "@typescript-eslint/no-parameter-properties": "error",
+                "@typescript-eslint/no-require-imports": "off",
+                "@typescript-eslint/no-this-alias": "off",
+                "@typescript-eslint/no-type-alias": "off",
                "@typescript-eslint/no-unnecessary-qualifier": "error",
                "@typescript-eslint/no-unnecessary-type-assertion": "error",
                "@typescript-eslint/no-unused-vars": ["error", { "varsIgnorePattern": "^_" } ],
                "@typescript-eslint/no-use-before-define": "error",
                "@typescript-eslint/no-useless-constructor": "error",
+                "@typescript-eslint/no-var-requires": "off",
+                "@typescript-eslint/prefer-for-of": "off",
+                "@typescript-eslint/prefer-function-type": "off",
                "@typescript-eslint/prefer-includes": "error",
+                "@typescript-eslint/prefer-interface": "off",
+                "@typescript-eslint/prefer-namespace-keyword": "error",
                "@typescript-eslint/prefer-regexp-exec": "error",
                "@typescript-eslint/prefer-string-starts-ends-with": "error",
                "@typescript-eslint/promise-function-async": "error",
+                "@typescript-eslint/restrict-plus-operands": "off",
                "@typescript-eslint/semi": "error",
+                "@typescript-eslint/triple-slash-reference": "error",
                "@typescript-eslint/type-annotation-spacing": "error",
+                "@typescript-eslint/unbound-method": "off",
                "@typescript-eslint/unified-signatures": "error"
            }
        }
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -1,30 +0,0 @@
-name: "Code Scanning"
-
-on: [push, pull_request]
-
-jobs:
-  CodeQL:
-    runs-on: ubuntu-latest
-
-    steps:
-    - name: Checkout repository
-      uses: actions/checkout@v2
-      with:
-        # We must fetch at least the immediate parents so that if this is
-        # a pull request then we can checkout the head.
-        fetch-depth: 2
-
-    # If this run was triggered by a pull request event, then checkout
-    # the head of the pull request instead of the merge commit.
-    - run: git checkout HEAD^2
-      if: ${{ github.event_name == 'pull_request' }}
-
-    # Initializes the CodeQL tools for scanning.
-    - name: Initialize CodeQL
-      uses: github/codeql-action/init@v1
-      # Override language selection by uncommenting this and choosing your languages
-      # with:
-      #   languages: go, javascript, csharp, python, cpp, java
-
-    - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@v1
--- a/.github/workflows/zulip-ci.yml
+++ b/.github/workflows/zulip-ci.yml
@@ -1,171 +0,0 @@
-name: Zulip CI
-
-on: [push, pull_request]
-
-defaults:
-  run:
-    shell: bash
-
-jobs:
-  focal_bionic:
-    strategy:
-      matrix:
-        include:
-          # This docker image was created by a generated Dockerfile at:
-          #   tools/ci/images/bionic/Dockerfile
-          # Bionic ships with Python 3.6.
-          - docker_image: mepriyank/actions:bionic
-            name: Ubuntu 18.04 Bionic (Python 3.6, backend + frontend)
-            os: bionic
-            is_bionic: true
-            include_frontend_tests: true
-
-          # This docker image was created by a generated Dockerfile at:
-          #   tools/ci/images/focal/Dockerfile
-          # Focal ships with Python 3.8.2.
-          - docker_image: mepriyank/actions:focal
-            name: Ubuntu 20.04 Focal (Python 3.8, backend)
-            os: focal
-            is_focal: true
-            include_frontend_tests: false
-
-    runs-on: ubuntu-latest
-    name: ${{ matrix.name }}
-    container: ${{ matrix.docker_image }}
-    env:
-      # GitHub Actions sets HOME to /github/home which causes
-      # problem later in provison and frontend test that runs
-      # tools/setup/postgres-init-dev-db because of the .pgpass
-      # location. Postgresql (psql) expects .pgpass to be at
-      # /home/github/.pgpass and setting home to `/home/github/`
-      # ensures it written there because we write it to ~/.pgpass.
-      HOME: /home/github/
-
-    steps:
-      - name: Add required permissions
-        run: |
-          # The checkout actions doesn't clone to ~/zulip or allow
-          # us to use the path option to clone outside the current
-          # /__w/zulip/zulip directory. Since this directory is owned
-          # by root we need to change it's ownership to allow the
-          # github user to clone the code here.
-          # Note: /__w/ is a docker volume mounted to $GITHUB_WORKSPACE
-          # which is /home/runner/work/.
-          sudo chown -R github .
-
-          # This is the GitHub Actions specific cache directory the
-          # the current github user must be able to access for the
-          # cache action to work. It is owned by root currently.
-          sudo chmod -R 0777 /__w/_temp/
-
-      - uses: actions/checkout@v2
-
-      - name: Create cache directories
-        run: |
-          dirs=(/srv/zulip-{npm,venv,emoji}-cache)
-          sudo mkdir -p "${dirs[@]}"
-          sudo chown -R github "${dirs[@]}"
-
-      - name: Restore node_modules cache
-        uses: actions/cache@v2
-        with:
-          path: /srv/zulip-npm-cache
-          key: v1-yarn-deps-${{ matrix.os }}-${{ hashFiles('package.json') }}-${{ hashFiles('yarn.lock') }}
-          restore-keys: v1-yarn-deps-${{ matrix.os }}
-
-      - name: Restore python cache
-        uses: actions/cache@v2
-        with:
-          path: /srv/zulip-venv-cache
-          key: v1-venv-${{ matrix.os }}-${{ hashFiles('requirements/thumbor-dev.txt') }}-${{ hashFiles('requirements/dev.txt') }}
-          restore-keys: v1-venv-${{ matrix.os }}
-
-      - name: Restore emoji cache
-        uses: actions/cache@v2
-        with:
-          path: /srv/zulip-emoji-cache
-          key: v1-emoji-${{ matrix.os }}-${{ hashFiles('tools/setup/emoji/emoji_map.json') }}-${{ hashFiles('tools/setup/emoji/build_emoji') }}-${{ hashFiles('tools/setup/emoji/emoji_setup_utils.py') }}-${{ hashFiles('tools/setup/emoji/emoji_names.py') }}-${{ hashFiles('package.json') }}
-          restore-keys: v1-emoji-${{ matrix.os }}
-
-      - name: Do Bionic hack
-        if: ${{ matrix.is_bionic }}
-        run: |
-          # Temporary hack till `sudo service redis-server start` gets fixes in Bionic. See
-          # https://chat.zulip.org/#narrow/stream/3-backend/topic/Ubuntu.20bionic.20CircleCI
-          sudo sed -i '/^bind/s/bind.*/bind 0.0.0.0/' /etc/redis/redis.conf
-
-      - name: Install dependencies
-        run: |
-          # This is the main setup job for the test suite
-          mispipe "tools/ci/setup-backend --skip-dev-db-build" ts
-
-          # Cleaning caches is mostly unnecessary in GitHub Actions, because
-          # most builds don't get to write to the cache.
-          # mispipe "scripts/lib/clean-unused-caches --verbose --threshold 0 2>&1" ts
-
-      - name: Run backend tests
-        run: |
-          . /srv/zulip-py3-venv/bin/activate && \
-          mispipe "./tools/ci/backend 2>&1" ts
-
-      - name: Run frontend tests
-        if: ${{ matrix.include_frontend_tests }}
-        run: |
-          . /srv/zulip-py3-venv/bin/activate
-          mispipe "./tools/ci/frontend 2>&1" ts
-
-      - name: Test locked requirements
-        if: ${{ matrix.is_bionic }}
-        run: |
-          . /srv/zulip-py3-venv/bin/activate && \
-          mispipe "./tools/test-locked-requirements 2>&1" ts
-
-      - name: Upload coverage reports
-
-        # Only upload coverage when both frontend and backend
-        # tests are ran.
-        if: ${{ matrix.include_frontend_tests }}
-        run: |
-          # Codcov requires `.coverage` file to be stored in the
-          # current working directory.
-          mv ./var/.coverage ./.coverage
-          . /srv/zulip-py3-venv/bin/activate || true
-
-          # TODO: Check that the next release of codecov doesn't
-          # throw find error.
-          # codecov==2.0.16 introduced a bug which uses "find"
-          # for locating files which is buggy on some platforms.
-          # It was fixed via https://github.com/codecov/codecov-python/pull/217
-          # and should get automatically fixed here once it's released.
-          # We cannot pin the version here because we need the latest version for uploading files.
-          # see https://community.codecov.io/t/http-400-while-uploading-to-s3-with-python-codecov-from-travis/1428/7
-          pip install codecov && codecov || echo "Error in uploading coverage reports to codecov.io."
-
-      - name: Store puppeteer artifacts
-        if: ${{ matrix.include_frontend_tests }}
-        uses: actions/upload-artifact@v2
-        with:
-          name: puppeteer
-          path: ./var/puppeteer
-
-      # We cannot use upload-artifacts actions to upload the test
-      # reports from /tmp, that directory exists inside the docker
-      # image. Move them to ./var so we access it outside docker since
-      # the current directory is volume mounted outside the docker image.
-      - name: Move test reports to var
-        run: mv /tmp/zulip-test-event-log/ ./var/
-
-      - name: Store test reports
-        if: ${{ matrix.is_bionic }}
-        uses: actions/upload-artifact@v2
-        with:
-          name: test-reports
-          path: ./var/zulip-test-event-log/
-
-      - name: Check development database build
-        if: ${{ matrix.is_focal }}
-        run: mispipe "tools/ci/setup-backend" ts
-      # TODO: We need to port the notify_failure step from CircleCI
-      # config, however, it might be the case that GitHub Notifications
-      # make this unnesscary. More details on settings to configure it:
-      # https://help.github.com/en/github/managing-subscriptions-and-notifications-on-github/configuring-notifications#github-actions-notification-options
--- a/.gitignore
+++ b/.gitignore
@@ -32,7 +32,7 @@ package-lock.json
 /.dmypy.json

 # Dockerfiles generated for CircleCI
-/tools/ci/images
+/tools/circleci/images

 # Generated i18n data
 /locale/en
@@ -76,9 +76,6 @@ zulip.kdev4
 .cache/
 .eslintcache

-# Core dump files
-core
-
 ## Miscellaneous
 # (Ideally this section is empty.)
 zthumbor/thumbor_local_settings.py
--- a/.isort.cfg
+++ b/.isort.cfg
@@ -1,7 +1,10 @@
 [settings]
-src_paths = ., tools, tools/setup/emoji
-multi_line_output = 3
-known_third_party = zulip
-include_trailing_comma = True
-use_parentheses = True
-line_length = 100
+line_length = 79
+multi_line_output = 2
+balanced_wrapping = true
+known_third_party = django, ujson, sqlalchemy
+known_first_party = zerver, zproject, version, confirmation, zilencer, analytics, frontend_tests, scripts, corporate
+sections = FUTURE, STDLIB, THIRDPARTY, FIRSTPARTY, LOCALFOLDER
+lines_after_imports = 1
+# See the comment related to ioloop_logging for why this is skipped.
+skip = zerver/management/commands/runtornado.py
--- a/.mailmap
+++ b/.mailmap
@@ -1,27 +0,0 @@
-Aman Agrawal <amanagr@zulip.com> <f2016561@pilani.bits-pilani.ac.in>
-Anders Kaseorg <anders@zulip.com> <anders@zulipchat.com>
-Anders Kaseorg <anders@zulip.com> <andersk@mit.edu>
-Brock Whittaker <brock@zulipchat.com> <bjwhitta@asu.edu>
-Brock Whittaker <brock@zulipchat.com> <brockwhittaker@Brocks-MacBook.local>
-Brock Whittaker <brock@zulipchat.com> <brock@zulipchat.org>
-Chris Bobbe <cbobbe@zulip.com> <cbobbe@zulipchat.com>
-Chris Bobbe <cbobbe@zulip.com> <csbobbe@gmail.com>
-Greg Price <greg@zulip.com> <gnprice@gmail.com>
-Greg Price <greg@zulip.com> <greg@zulipchat.com>
-Greg Price <greg@zulip.com> <price@mit.edu>
-Ray Kraesig <rkraesig@zulip.com> <rkraesig@zulipchat.com>
-Rishi Gupta <rishig@zulip.com> <rishig+git@mit.edu>
-Rishi Gupta <rishig@zulip.com> <rishig@kandralabs.com>
-Rishi Gupta <rishig@zulip.com> <rishig@users.noreply.github.com>
-Rishi Gupta <rishig@zulip.com> <rishig@zulipchat.com>
-Steve Howell <showell@zulip.com> <showell30@yahoo.com>
-Steve Howell <showell@zulip.com> <showell@yahoo.com>
-Steve Howell <showell@zulip.com> <showell@zulipchat.com>
-Steve Howell <showell@zulip.com> <steve@humbughq.com>
-Steve Howell <showell@zulip.com> <steve@zulip.com>
-Tim Abbott <tabbott@zulip.com> <tabbott@dropbox.com>
-Tim Abbott <tabbott@zulip.com> <tabbott@humbughq.com>
-Tim Abbott <tabbott@zulip.com> <tabbott@mit.edu>
-Tim Abbott <tabbott@zulip.com> <tabbott@zulipchat.com>
-Vishnu KS <yo@vishnuks.com> <hackerkid@vishnuks.com>
-Vishnu KS <yo@vishnuks.com> <yo@vishnuks.com>
--- a/.pyre_configuration
+++ b/.pyre_configuration
@@ -1,14 +0,0 @@
-{
-  "source_directories": ["."],
-  "taint_models_path": [
-      "stubs/taint",
-      "zulip-py3-venv/lib/pyre_check/taint/"
-  ],
-  "search_path": [
-      "stubs/",
-      "zulip-py3-venv/lib/pyre_check/stubs/"
-  ],
-  "exclude": [
-      "/srv/zulip/zulip-py3-venv/.*"
-  ]
-}
--- a/.sonarcloud.properties
+++ b/.sonarcloud.properties
@@ -1 +0,0 @@
-sonar.inclusions=**/*.py,**/*.html
--- a/.travis.yml
+++ b/.travis.yml
@@ -0,0 +1,66 @@
+# See https://zulip.readthedocs.io/en/latest/testing/continuous-integration.html for
+# high-level documentation on our Travis CI setup.
+dist: xenial
+install:
+  # Disable sometimes-broken sources.list in Travis base images
+  - sudo rm -vf /etc/apt/sources.list.d/*
+  - sudo apt-get update
+
+  # Disable Travis CI's built-in NVM installation
+  - mispipe "mv ~/.nvm ~/.travis-nvm-disabled" ts
+
+  # Install codecov, the library for the code coverage reporting tool we use
+  # With a retry to minimize impact of transient networking errors.
+  - mispipe "pip install codecov" ts || mispipe "pip install codecov" ts
+
+  # This is the main setup job for the test suite
+  - mispipe "tools/ci/setup-$TEST_SUITE" ts
+
+  # Clean any caches that are not in use to avoid our cache
+  # becoming huge.
+  - mispipe "scripts/lib/clean-unused-caches --verbose --threshold 0" ts
+
+script:
+  # We unset GEM_PATH here as a hack to work around Travis CI having
+  # broken running their system puppet with Ruby.  See
+  # https://travis-ci.org/zulip/zulip/jobs/240120991 for an example traceback.
+  - unset GEM_PATH
+  - mispipe "./tools/ci/$TEST_SUITE" ts
+cache:
+  yarn: true
+  apt: false
+  directories:
+    - $HOME/zulip-venv-cache
+    - $HOME/zulip-npm-cache
+    - $HOME/zulip-emoji-cache
+    - $HOME/node
+    - $HOME/misc
+env:
+  global:
+    - BOTO_CONFIG=/nonexistent
+language: python
+# Our test suites generally run on Python 3.5, the version in
+# Ubuntu 16.04 xenial, which is the oldest OS release we support.
+matrix:
+  include:
+    # Travis will actually run the jobs in the order they're listed here;
+    # that doesn't seem to be documented, but it's what we see empirically.
+    # We only get 4 jobs running at a time, so we try to make the first few
+    # the most likely to break.
+    - python: "3.5"
+      env: TEST_SUITE=production
+    # Other suites moved to CircleCI -- see .circleci/.
+sudo: required
+addons:
+  artifacts:
+    paths:
+      # Casper debugging data (screenshots, etc.) is super useful for
+      # debugging test flakes.
+      - $(ls var/casper/* | tr "\n" ":")
+      - $(ls /tmp/zulip-test-event-log/* | tr "\n" ":")
+  postgresql: "9.5"
+  apt:
+    packages:
+      - moreutils
+after_success:
+  - codecov
--- a/CODE_OF_CONDUCT.md
+++ b/CODE_OF_CONDUCT.md
@@ -101,5 +101,5 @@ This Code of Conduct is adapted from the
 [Citizen Code of Conduct](http://citizencodeofconduct.org/) and the
 [Django Code of Conduct](https://www.djangoproject.com/conduct/), and is
 under a
-[Creative Commons BY-SA](https://creativecommons.org/licenses/by-sa/4.0/)
+[Creative Commons BY-SA](http://creativecommons.org/licenses/by-sa/4.0/)
 license.
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -32,8 +32,8 @@ needs doing:
  [desktop app](https://github.com/zulip/zulip-desktop).
 * Building out our
  [Python API and bots](https://github.com/zulip/python-zulip-api) framework.
-* [Writing an integration](https://zulip.com/api/integrations-overview).
-* Improving our [user](https://zulip.com/help/) or
+* [Writing an integration](https://zulipchat.com/api/integrations-overview).
+* Improving our [user](https://zulipchat.com/help/) or
  [developer](https://zulip.readthedocs.io/en/latest/) documentation.
 * [Reviewing code](https://zulip.readthedocs.io/en/latest/contributing/code-reviewing.html)
  and manually testing pull requests.
@@ -47,7 +47,7 @@ don't require touching the codebase at all. We list a few of them below:
 * [Translating](https://zulip.readthedocs.io/en/latest/translating/translating.html)
  Zulip.
 * [Outreach](#zulip-outreach): Star us on GitHub, upvote us
-  on product comparison sites, or write for [the Zulip blog](https://blog.zulip.org/).
+  on product comparison sites, or write for [the Zulip blog](http://blog.zulip.org/).

 ## Your first (codebase) contribution

@@ -75,6 +75,8 @@ to help.
  [#git help](https://chat.zulip.org/#narrow/stream/44-git-help) if
  you run into any troubles.  Be sure to check out the
  [extremely useful Zulip-specific tools page](https://zulip.readthedocs.io/en/latest/git/zulip-tools.html).
+* Sign the
+  [Dropbox Contributor License Agreement](https://opensource.dropbox.com/cla/).

 ### Picking an issue

@@ -170,8 +172,9 @@ labels.

 ## What makes a great Zulip contributor?

-Zulip has a lot of experience working with new contributors.  In our
-experience, these are the best predictors of success:
+Zulip runs a lot of [internship programs](#internship-programs), so we have
+a lot of experience with new contributors. In our experience, these are the
+best predictors of success:

 * Posting good questions. This generally means explaining your current
  understanding, saying what you've done or tried so far, and including
@@ -191,8 +194,8 @@ experience, these are the best predictors of success:
  able to address things within a few days.
 * Being helpful and friendly on chat.zulip.org.

-These are also the main criteria we use to select candidates for all
-of our outreach programs.
+These are also the main criteria we use to select interns for all of our
+internship programs.

 ## Reporting issues

@@ -213,9 +216,8 @@ and how to reproduce it if known, your browser/OS if relevant, and a
 if appropriate.

 **Reporting security issues**. Please do not report security issues
-  publicly, including on public streams on chat.zulip.org. You can
-  email security@zulip.com.  We create a CVE for every security
-  issue in our released software.
+  publicly, including on public streams on chat.zulip.org. You can email
+  zulip-security@googlegroups.com. We create a CVE for every security issue.

 ## User feedback

@@ -230,7 +232,7 @@ to:
 * Pros and cons: What are the pros and cons of Zulip for your organization,
  and the pros and cons of other products you are evaluating?
 * Features: What are the features that are most important for your
-  organization? In the best-case scenario, what would your chat solution do
+  organization? In the best case scenario, what would your chat solution do
  for you?
 * Onboarding: If you remember it, what was your impression during your first
  few minutes of using Zulip? What did you notice, and how did you feel? Was
@@ -238,20 +240,21 @@ to:
 * Organization: What does your organization do? How big is the organization?
  A link to your organization's website?

-## Outreach programs
+## Internship programs

-Zulip participates in [Google Summer of Code
-(GSoC)](https://developers.google.com/open-source/gsoc/) every year.
-In the past, we've also participated in
-[Outreachy](https://www.outreachy.org/), [Google
-Code-In](https://developers.google.com/open-source/gci/), and hosted
-summer interns from Harvard, MIT, and Stanford.
+Zulip runs internship programs with
+[Outreachy](https://www.outreachy.org/),
+[Google Summer of Code (GSoC)](https://developers.google.com/open-source/gsoc/)
+[1], and the
+[MIT Externship program](https://alum.mit.edu/students/NetworkwithAlumni/ExternshipProgram),
+and has in the past taken summer interns from Harvard, MIT, and
+Stanford.

 While each third-party program has its own rules and requirements, the
 Zulip community's approaches all of these programs with these ideas in
 mind:
 * We try to make the application process as valuable for the applicant as
-  possible. Expect high-quality code reviews, a supportive community, and
+  possible. Expect high quality code reviews, a supportive community, and
  publicly viewable patches you can link to from your resume, regardless of
  whether you are selected.
 * To apply, you'll have to submit at least one pull request to a Zulip
@@ -265,22 +268,26 @@ mind:
  application to makes mistakes in your first few PRs as long as your
  work improves.

-Most of our outreach program participants end up sticking around the
-project long-term, and many have become core team members, maintaining
-important parts of the project. We hope you apply!
+Zulip also participates in
+[Google Code-In](https://developers.google.com/open-source/gci/). Our
+selection criteria for Finalists and Grand Prize Winners is the same as our
+selection criteria for interns above.
+
+Most of our interns end up sticking around the project long-term, and many
+quickly become core team members. We hope you apply!

 ### Google Summer of Code

-The largest outreach program Zulip participates in is GSoC (14
-students in 2017; 11 in 2018; 17 in 2019).  While we don't control how
-many slots Google allocates to Zulip, we hope to mentor a similar
-number of students in future summers.
+GSoC is by far the largest of our internship programs (14 students in
+2017; 11 in 2018; 17 in 2019).  While we don't control how many slots
+Google allocates to Zulip, we hope to mentor a similar number of
+students in future summers.

 If you're reading this well before the application deadline and want
 to make your application strong, we recommend getting involved in the
 community and fixing issues in Zulip now. Having good contributions
-and building a reputation for doing good work is the best way to have
-a strong application.  About half of Zulip's GSoC students for Summer
+and building a reputation for doing good work is best way to have a
+strong application.  About half of Zulip's GSoC students for Summer
 2017 had made significant contributions to the project by February
 2017, and about half had not.  Our
 [GSoC project ideas page][gsoc-guide] has lots more details on how
@@ -299,6 +306,10 @@ for ZSoC, we'll contact you when the GSoC results are announced.
 [gsoc-guide]: https://zulip.readthedocs.io/en/latest/overview/gsoc-ideas.html
 [gsoc-faq]: https://developers.google.com/open-source/gsoc/faq

+[1] Formally, [GSoC isn't an internship][gsoc-faq], but it is similar
+enough that we're treating it as such for the purposes of this
+documentation.
+
 ## Zulip Outreach

 **Upvoting Zulip**. Upvotes and reviews make a big difference in the public
@@ -333,7 +344,7 @@ have been using Zulip for a while and want to contribute more.
 about a technical aspect of Zulip can be a great way to spread the word
 about Zulip.

-We also occasionally [publish](https://blog.zulip.org/) long-form
+We also occasionally [publish](http://blog.zulip.org/) longer form
 articles related to Zulip. Our posts typically get tens of thousands
 of views, and we always have good ideas for blog posts that we can
 outline but don't have time to write. If you are an experienced writer
--- a/16
+++ b/16
@@ -7,9 +7,17 @@

 # Install hunspell, zulip stop words, and run zulip database
 # init.
-FROM groonga/pgroonga:latest-alpine-10-slim
-RUN apk add -U --no-cache hunspell-en
-RUN ln -sf /usr/share/hunspell/en_US.dic /usr/local/share/postgresql/tsearch_data/en_us.dict && ln -sf /usr/share/hunspell/en_US.aff /usr/local/share/postgresql/tsearch_data/en_us.affix 
-COPY puppet/zulip/files/postgresql/zulip_english.stop /usr/local/share/postgresql/tsearch_data/zulip_english.stop
+FROM postgres:10
+COPY puppet/zulip/files/postgresql/zulip_english.stop /usr/share/postgresql/$PG_MAJOR/tsearch_data/zulip_english.stop
 COPY scripts/setup/create-db.sql /docker-entrypoint-initdb.d/zulip-create-db.sql
 COPY scripts/setup/create-pgroonga.sql /docker-entrypoint-initdb.d/zulip-create-pgroonga.sql
+COPY scripts/setup/pgroonga-debian.asc /tmp
+RUN apt-key add /tmp/pgroonga-debian.asc \
+    && echo "deb http://packages.groonga.org/debian/ stretch main" > /etc/apt/sources.list.d/zulip.list \
+    && apt-get update \
+    && DEBIAN_FRONTEND=noninteractive apt-get install --no-install-recommends -y \
+       hunspell-en-us \
+       postgresql-${PG_MAJOR}-pgroonga \
+    && ln -sf /var/cache/postgresql/dicts/en_us.dict "/usr/share/postgresql/$PG_MAJOR/tsearch_data/en_us.dict" \
+    && ln -sf /var/cache/postgresql/dicts/en_us.affix "/usr/share/postgresql/$PG_MAJOR/tsearch_data/en_us.affix" \
+    && rm -rf /var/lib/apt/lists/*
--- a/2
+++ b/2
@@ -1,4 +1,4 @@
-Copyright 2011-2020 Dropbox, Inc., Kandra Labs, Inc., and contributors
+Copyright 2011-2018 Dropbox, Inc., Kandra Labs, Inc., and contributors

                                 Apache License
                           Version 2.0, January 2004
--- a/README.md
+++ b/README.md
@@ -29,12 +29,12 @@ You might be interested in:

 * **Contributing code**. Check out our
  [guide for new contributors](https://zulip.readthedocs.io/en/latest/overview/contributing.html)
-  to get started.  Zulip prides itself on maintaining a clean and
+  to get started. Zulip prides itself on maintaining a clean and
  well-tested codebase, and a stock of hundreds of
  [beginner-friendly issues][beginner-friendly].

 * **Contributing non-code**.
-  [Report an issue](https://zulip.readthedocs.io/en/latest/overview/contributing.html#reporting-issues),
+  [Report an issue](https://zulip.readthedocs.io/en/latest/overview/contributing.html#reporting-issue),
  [translate](https://zulip.readthedocs.io/en/latest/translating/translating.html) Zulip
  into your language,
  [write](https://zulip.readthedocs.io/en/latest/overview/contributing.html#zulip-outreach)
@@ -51,25 +51,30 @@ You might be interested in:
  the
  [Zulip community server](https://zulip.readthedocs.io/en/latest/contributing/chat-zulip-org.html). We
  also recommend reading Zulip for
-  [open source](https://zulip.com/for/open-source/), Zulip for
-  [companies](https://zulip.com/for/companies/), or Zulip for
-  [working groups and part time communities](https://zulip.com/for/working-groups-and-communities/).
+  [open source](https://zulipchat.com/for/open-source/), Zulip for
+  [companies](https://zulipchat.com/for/companies/), or Zulip for
+  [working groups and part time communities](https://zulipchat.com/for/working-groups-and-communities/).

 * **Running a Zulip server**. Use a preconfigured [Digital Ocean droplet](https://marketplace.digitalocean.com/apps/zulip),
  [install Zulip](https://zulip.readthedocs.io/en/stable/production/install.html)
  directly, or use Zulip's
  experimental [Docker image](https://zulip.readthedocs.io/en/latest/production/deployment.html#zulip-in-docker).
-  Commercial support is available; see <https://zulip.com/plans> for details.
+  Commercial support is available; see <https://zulipchat.com/plans> for details.

-* **Using Zulip without setting up a server**. <https://zulip.com>
-  offers free and commercial hosting, including providing our paid
-  plan for free to fellow open source projects.
+* **Using Zulip without setting up a server**. <https://zulipchat.com> offers
+  free and commercial hosting.

-* **Participating in [outreach
-  programs](https://zulip.readthedocs.io/en/latest/overview/contributing.html#outreach-programs)**
-  like Google Summer of Code.
+* **Applying for a Zulip internship**. Zulip runs internship programs with
+  [Outreachy](https://www.outreachy.org/),
+  [Google Summer of Code](https://developers.google.com/open-source/gsoc/),
+  and the
+  [MIT Externship program](https://alum.mit.edu/students/NetworkwithAlumni/ExternshipProgram). Zulip
+  also participates in
+  [Google Code-In](https://developers.google.com/open-source/gci/). More
+  information is available
+  [here](https://zulip.readthedocs.io/en/latest/overview/contributing.html#internship-programs).

-You may also be interested in reading our [blog](https://blog.zulip.org/) or
+You may also be interested in reading our [blog](http://blog.zulip.org/) or
 following us on [twitter](https://twitter.com/zulip).
 Zulip is distributed under the
 [Apache 2.0](https://github.com/zulip/zulip/blob/master/LICENSE) license.
--- a/SECURITY.md
+++ b/SECURITY.md
@@ -1,28 +0,0 @@
-# Security Policy
-
-Security announcements are sent to zulip-announce@googlegroups.com,
-so you should subscribe if you are running Zulip in production.
-
-## Reporting a Vulnerability
-
-We love responsible reports of (potential) security issues in Zulip,
-whether in the latest release or our development branch.
-
-Our security contact is security@zulip.com.  Reporters should expect a
-response within 24 hours.
-
-Please include details on the issue and how you'd like to be credited
-in our release notes when we publish the fix.
-
-Our [security
-model](https://zulip.readthedocs.io/en/latest/production/security-model.html)
-document may be a helpful resource.
-
-## Supported Versions
-
-Zulip provides security support for the latest major release, in the
-form of minor security/maintenance releases.
-
-We work hard to make
-[upgrades](https://zulip.readthedocs.io/en/latest/production/upgrade-or-modify.html#upgrading-to-a-release)
-reliable, so that there's no reason to run older major releases.
--- a/8
+++ b/8
@@ -114,7 +114,13 @@ Vagrant.configure(VAGRANTFILE_API_VERSION) do |config|
  end

  config.vm.provider "virtualbox" do |vb, override|
-    override.vm.box = "hashicorp/bionic64"
+    override.vm.box = "ubuntu/bionic64"
+    # An unnecessary log file gets generated when running vagrant up for the
+    # first time with the Ubuntu Bionic box. This looks like it is being
+    # caused upstream by the base box containing a Vagrantfile with a similar
+    # line to the one below.
+    # see https://github.com/hashicorp/vagrant/issues/9425
+    vb.customize [ "modifyvm", :id, "--uartmode1", "disconnected" ]
    # It's possible we can get away with just 1.5GB; more testing needed
    vb.memory = vm_memory
    vb.cpus = vm_num_cpus
--- a/analytics/lib/counts.py
+++ b/analytics/lib/counts.py
@@ -1,35 +1,22 @@
-import logging
 import time
 from collections import OrderedDict, defaultdict
 from datetime import datetime, timedelta
-from typing import Callable, Dict, Optional, Sequence, Tuple, Type, Union
+import logging
+from typing import Callable, Dict, List, \
+    Optional, Tuple, Type, Union

 from django.conf import settings
 from django.db import connection
 from django.db.models import F
-from psycopg2.sql import SQL, Composable, Identifier, Literal

-from analytics.models import (
-    BaseCount,
-    FillState,
-    InstallationCount,
-    RealmCount,
-    StreamCount,
-    UserCount,
-    installation_epoch,
-    last_successful_fill,
-)
+from analytics.models import BaseCount, \
+    FillState, InstallationCount, RealmCount, StreamCount, \
+    UserCount, installation_epoch, last_successful_fill
 from zerver.lib.logging_util import log_to_file
-from zerver.lib.timestamp import ceiling_to_day, ceiling_to_hour, floor_to_hour, verify_UTC
-from zerver.models import (
-    Message,
-    Realm,
-    RealmAuditLog,
-    Stream,
-    UserActivityInterval,
-    UserProfile,
-    models,
-)
+from zerver.lib.timestamp import ceiling_to_day, \
+    ceiling_to_hour, floor_to_hour, verify_UTC
+from zerver.models import Message, Realm, RealmAuditLog, \
+    Stream, UserActivityInterval, UserProfile, models

 ## Logging setup ##

@@ -52,7 +39,7 @@ class CountStat:
        self.data_collector = data_collector
        # might have to do something different for bitfields
        if frequency not in self.FREQUENCIES:
-            raise AssertionError(f"Unknown frequency: {frequency}")
+            raise AssertionError("Unknown frequency: %s" % (frequency,))
        self.frequency = frequency
        if interval is not None:
            self.interval = interval
@@ -62,7 +49,7 @@ class CountStat:
            self.interval = timedelta(days=1)

    def __str__(self) -> str:
-        return f"<CountStat: {self.property}>"
+        return "<CountStat: %s>" % (self.property,)

 class LoggingCountStat(CountStat):
    def __init__(self, property: str, output_table: Type[BaseCount], frequency: str) -> None:
@@ -70,39 +57,29 @@ class LoggingCountStat(CountStat):

 class DependentCountStat(CountStat):
    def __init__(self, property: str, data_collector: 'DataCollector', frequency: str,
-                 interval: Optional[timedelta] = None, dependencies: Sequence[str] = []) -> None:
+                 interval: Optional[timedelta]=None, dependencies: List[str]=[]) -> None:
        CountStat.__init__(self, property, data_collector, frequency, interval=interval)
        self.dependencies = dependencies

 class DataCollector:
    def __init__(self, output_table: Type[BaseCount],
-                 pull_function: Optional[Callable[[str, datetime, datetime, Optional[Realm]], int]]) -> None:
+                 pull_function: Optional[Callable[[str, datetime, datetime], int]]) -> None:
        self.output_table = output_table
        self.pull_function = pull_function

 ## CountStat-level operations ##

-def process_count_stat(stat: CountStat, fill_to_time: datetime,
-                       realm: Optional[Realm]=None) -> None:
-    # TODO: The realm argument is not yet supported, in that we don't
-    # have a solution for how to update FillState if it is passed.  It
-    # exists solely as partial plumbing for when we do fully implement
-    # doing single-realm analytics runs for use cases like data import.
-    #
-    # Also, note that for the realm argument to be properly supported,
-    # the CountStat object passed in needs to have come from
-    # E.g. get_count_stats(realm), i.e. have the realm_id already
-    # entered into the SQL query defined by the CountState object.
+def process_count_stat(stat: CountStat, fill_to_time: datetime) -> None:
    if stat.frequency == CountStat.HOUR:
        time_increment = timedelta(hours=1)
    elif stat.frequency == CountStat.DAY:
        time_increment = timedelta(days=1)
    else:
-        raise AssertionError(f"Unknown frequency: {stat.frequency}")
+        raise AssertionError("Unknown frequency: %s" % (stat.frequency,))

    verify_UTC(fill_to_time)
    if floor_to_hour(fill_to_time) != fill_to_time:
-        raise ValueError(f"fill_to_time must be on an hour boundary: {fill_to_time}")
+        raise ValueError("fill_to_time must be on an hour boundary: %s" % (fill_to_time,))

    fill_state = FillState.objects.filter(property=stat.property).first()
    if fill_state is None:
@@ -110,37 +87,37 @@ def process_count_stat(stat: CountStat, fill_to_time: datetime,
        fill_state = FillState.objects.create(property=stat.property,
                                              end_time=currently_filled,
                                              state=FillState.DONE)
-        logger.info("INITIALIZED %s %s", stat.property, currently_filled)
+        logger.info("INITIALIZED %s %s" % (stat.property, currently_filled))
    elif fill_state.state == FillState.STARTED:
-        logger.info("UNDO START %s %s", stat.property, fill_state.end_time)
+        logger.info("UNDO START %s %s" % (stat.property, fill_state.end_time))
        do_delete_counts_at_hour(stat, fill_state.end_time)
        currently_filled = fill_state.end_time - time_increment
        do_update_fill_state(fill_state, currently_filled, FillState.DONE)
-        logger.info("UNDO DONE %s", stat.property)
+        logger.info("UNDO DONE %s" % (stat.property,))
    elif fill_state.state == FillState.DONE:
        currently_filled = fill_state.end_time
    else:
-        raise AssertionError(f"Unknown value for FillState.state: {fill_state.state}.")
+        raise AssertionError("Unknown value for FillState.state: %s." % (fill_state.state,))

    if isinstance(stat, DependentCountStat):
        for dependency in stat.dependencies:
            dependency_fill_time = last_successful_fill(dependency)
            if dependency_fill_time is None:
-                logger.warning("DependentCountStat %s run before dependency %s.",
-                               stat.property, dependency)
+                logger.warning("DependentCountStat %s run before dependency %s." %
+                               (stat.property, dependency))
                return
            fill_to_time = min(fill_to_time, dependency_fill_time)

    currently_filled = currently_filled + time_increment
    while currently_filled <= fill_to_time:
-        logger.info("START %s %s", stat.property, currently_filled)
+        logger.info("START %s %s" % (stat.property, currently_filled))
        start = time.time()
        do_update_fill_state(fill_state, currently_filled, FillState.STARTED)
-        do_fill_count_stat_at_hour(stat, currently_filled, realm)
+        do_fill_count_stat_at_hour(stat, currently_filled)
        do_update_fill_state(fill_state, currently_filled, FillState.DONE)
        end = time.time()
        currently_filled = currently_filled + time_increment
-        logger.info("DONE %s (%dms)", stat.property, (end-start)*1000)
+        logger.info("DONE %s (%dms)" % (stat.property, (end-start)*1000))

 def do_update_fill_state(fill_state: FillState, end_time: datetime, state: int) -> None:
    fill_state.end_time = end_time
@@ -149,15 +126,15 @@ def do_update_fill_state(fill_state: FillState, end_time: datetime, state: int)

 # We assume end_time is valid (e.g. is on a day or hour boundary as appropriate)
 # and is timezone aware. It is the caller's responsibility to enforce this!
-def do_fill_count_stat_at_hour(stat: CountStat, end_time: datetime, realm: Optional[Realm]=None) -> None:
+def do_fill_count_stat_at_hour(stat: CountStat, end_time: datetime) -> None:
    start_time = end_time - stat.interval
    if not isinstance(stat, LoggingCountStat):
        timer = time.time()
        assert(stat.data_collector.pull_function is not None)
-        rows_added = stat.data_collector.pull_function(stat.property, start_time, end_time, realm)
-        logger.info("%s run pull_function (%dms/%sr)",
-                    stat.property, (time.time()-timer)*1000, rows_added)
-    do_aggregate_to_summary_table(stat, end_time, realm)
+        rows_added = stat.data_collector.pull_function(stat.property, start_time, end_time)
+        logger.info("%s run pull_function (%dms/%sr)" %
+                    (stat.property, (time.time()-timer)*1000, rows_added))
+    do_aggregate_to_summary_table(stat, end_time)

 def do_delete_counts_at_hour(stat: CountStat, end_time: datetime) -> None:
    if isinstance(stat, LoggingCountStat):
@@ -170,76 +147,51 @@ def do_delete_counts_at_hour(stat: CountStat, end_time: datetime) -> None:
        RealmCount.objects.filter(property=stat.property, end_time=end_time).delete()
        InstallationCount.objects.filter(property=stat.property, end_time=end_time).delete()

-def do_aggregate_to_summary_table(stat: CountStat, end_time: datetime,
-                                  realm: Optional[Realm]=None) -> None:
+def do_aggregate_to_summary_table(stat: CountStat, end_time: datetime) -> None:
    cursor = connection.cursor()

    # Aggregate into RealmCount
    output_table = stat.data_collector.output_table
-    if realm is not None:
-        realm_clause = SQL("AND zerver_realm.id = {}").format(Literal(realm.id))
-    else:
-        realm_clause = SQL("")
-
    if output_table in (UserCount, StreamCount):
-        realmcount_query = SQL("""
+        realmcount_query = """
            INSERT INTO analytics_realmcount
                (realm_id, value, property, subgroup, end_time)
            SELECT
-                zerver_realm.id, COALESCE(sum({output_table}.value), 0), %(property)s,
-                {output_table}.subgroup, %(end_time)s
+                zerver_realm.id, COALESCE(sum(%(output_table)s.value), 0), '%(property)s',
+                %(output_table)s.subgroup, %%(end_time)s
            FROM zerver_realm
-            JOIN {output_table}
+            JOIN %(output_table)s
            ON
-                zerver_realm.id = {output_table}.realm_id
+                zerver_realm.id = %(output_table)s.realm_id
            WHERE
-                {output_table}.property = %(property)s AND
-                {output_table}.end_time = %(end_time)s
-                {realm_clause}
-            GROUP BY zerver_realm.id, {output_table}.subgroup
-        """).format(
-            output_table=Identifier(output_table._meta.db_table),
-            realm_clause=realm_clause,
-        )
+                %(output_table)s.property = '%(property)s' AND
+                %(output_table)s.end_time = %%(end_time)s
+            GROUP BY zerver_realm.id, %(output_table)s.subgroup
+        """ % {'output_table': output_table._meta.db_table,
+               'property': stat.property}
        start = time.time()
-        cursor.execute(realmcount_query, {
-            'property': stat.property,
-            'end_time': end_time,
-        })
+        cursor.execute(realmcount_query, {'end_time': end_time})
        end = time.time()
-        logger.info(
-            "%s RealmCount aggregation (%dms/%sr)",
-            stat.property, (end - start) * 1000, cursor.rowcount,
-        )
-
-    if realm is None:
-        # Aggregate into InstallationCount.  Only run if we just
-        # processed counts for all realms.
-        #
-        # TODO: Add support for updating installation data after
-        # changing an individual realm's values.
-        installationcount_query = SQL("""
-            INSERT INTO analytics_installationcount
-                (value, property, subgroup, end_time)
-            SELECT
-                sum(value), %(property)s, analytics_realmcount.subgroup, %(end_time)s
-            FROM analytics_realmcount
-            WHERE
-                property = %(property)s AND
-                end_time = %(end_time)s
-            GROUP BY analytics_realmcount.subgroup
-        """)
-        start = time.time()
-        cursor.execute(installationcount_query, {
-            'property': stat.property,
-            'end_time': end_time,
-        })
-        end = time.time()
-        logger.info(
-            "%s InstallationCount aggregation (%dms/%sr)",
-            stat.property, (end - start) * 1000, cursor.rowcount,
-        )
+        logger.info("%s RealmCount aggregation (%dms/%sr)" % (
+            stat.property, (end - start) * 1000, cursor.rowcount))

+    # Aggregate into InstallationCount
+    installationcount_query = """
+        INSERT INTO analytics_installationcount
+            (value, property, subgroup, end_time)
+        SELECT
+            sum(value), '%(property)s', analytics_realmcount.subgroup, %%(end_time)s
+        FROM analytics_realmcount
+        WHERE
+            property = '%(property)s' AND
+            end_time = %%(end_time)s
+        GROUP BY analytics_realmcount.subgroup
+    """ % {'property': stat.property}
+    start = time.time()
+    cursor.execute(installationcount_query, {'end_time': end_time})
+    end = time.time()
+    logger.info("%s InstallationCount aggregation (%dms/%sr)" % (
+        stat.property, (end - start) * 1000, cursor.rowcount))
    cursor.close()

 ## Utility functions called from outside counts.py ##
@@ -248,9 +200,6 @@ def do_aggregate_to_summary_table(stat: CountStat, end_time: datetime,
 def do_increment_logging_stat(zerver_object: Union[Realm, UserProfile, Stream], stat: CountStat,
                              subgroup: Optional[Union[str, int, bool]], event_time: datetime,
                              increment: int=1) -> None:
-    if not increment:
-        return
-
    table = stat.data_collector.output_table
    if table == RealmCount:
        id_args = {'realm': zerver_object}
@@ -287,71 +236,46 @@ def do_drop_single_stat(property: str) -> None:

 ## DataCollector-level operations ##

-QueryFn = Callable[[Dict[str, Composable]], Composable]
-
-def do_pull_by_sql_query(
-    property: str,
-    start_time: datetime,
-    end_time: datetime,
-    query: QueryFn,
-    group_by: Optional[Tuple[models.Model, str]],
-) -> int:
+def do_pull_by_sql_query(property: str, start_time: datetime, end_time: datetime, query: str,
+                         group_by: Optional[Tuple[models.Model, str]]) -> int:
    if group_by is None:
-        subgroup = SQL('NULL')
-        group_by_clause = SQL('')
+        subgroup = 'NULL'
+        group_by_clause  = ''
    else:
-        subgroup = Identifier(group_by[0]._meta.db_table, group_by[1])
-        group_by_clause = SQL(', {}').format(subgroup)
+        subgroup = '%s.%s' % (group_by[0]._meta.db_table, group_by[1])
+        group_by_clause = ', ' + subgroup

    # We do string replacement here because cursor.execute will reject a
    # group_by_clause given as a param.
    # We pass in the datetimes as params to cursor.execute so that we don't have to
    # think about how to convert python datetimes to SQL datetimes.
-    query_ = query({
-        'subgroup': subgroup,
-        'group_by_clause': group_by_clause,
-    })
+    query_ = query % {'property': property, 'subgroup': subgroup,
+                      'group_by_clause': group_by_clause}
    cursor = connection.cursor()
-    cursor.execute(query_, {
-        'property': property,
-        'time_start': start_time,
-        'time_end': end_time,
-    })
+    cursor.execute(query_, {'time_start': start_time, 'time_end': end_time})
    rowcount = cursor.rowcount
    cursor.close()
    return rowcount

-def sql_data_collector(
-    output_table: Type[BaseCount],
-    query: QueryFn,
-    group_by: Optional[Tuple[models.Model, str]],
-) -> DataCollector:
-    def pull_function(property: str, start_time: datetime, end_time: datetime,
-                      realm: Optional[Realm] = None) -> int:
-        # The pull function type needs to accept a Realm argument
-        # because the 'minutes_active::day' CountStat uses
-        # DataCollector directly for do_pull_minutes_active, which
-        # requires the realm argument.  We ignore it here, because the
-        # realm should have been already encoded in the `query` we're
-        # passed.
+def sql_data_collector(output_table: Type[BaseCount], query: str,
+                       group_by: Optional[Tuple[models.Model, str]]) -> DataCollector:
+    def pull_function(property: str, start_time: datetime, end_time: datetime) -> int:
        return do_pull_by_sql_query(property, start_time, end_time, query, group_by)
    return DataCollector(output_table, pull_function)

-def do_pull_minutes_active(property: str, start_time: datetime, end_time: datetime,
-                           realm: Optional[Realm] = None) -> int:
+def do_pull_minutes_active(property: str, start_time: datetime, end_time: datetime) -> int:
    user_activity_intervals = UserActivityInterval.objects.filter(
-        end__gt=start_time, start__lt=end_time,
+        end__gt=start_time, start__lt=end_time
    ).select_related(
-        'user_profile',
+        'user_profile'
    ).values_list(
        'user_profile_id', 'user_profile__realm_id', 'start', 'end')

-    seconds_active: Dict[Tuple[int, int], float] = defaultdict(float)
+    seconds_active = defaultdict(float)  # type: Dict[Tuple[int, int], float]
    for user_id, realm_id, interval_start, interval_end in user_activity_intervals:
-        if realm is None or realm.id == realm_id:
-            start = max(start_time, interval_start)
-            end = min(end_time, interval_end)
-            seconds_active[(user_id, realm_id)] += (end - start).total_seconds()
+        start = max(start_time, interval_start)
+        end = min(end_time, interval_end)
+        seconds_active[(user_id, realm_id)] += (end - start).total_seconds()

    rows = [UserCount(user_id=ids[0], realm_id=ids[1], property=property,
                      end_time=end_time, value=int(seconds // 60))
@@ -359,39 +283,28 @@ def do_pull_minutes_active(property: str, start_time: datetime, end_time: dateti
    UserCount.objects.bulk_create(rows)
    return len(rows)

-def count_message_by_user_query(realm: Optional[Realm]) -> QueryFn:
-    if realm is None:
-        realm_clause = SQL("")
-    else:
-        realm_clause = SQL("zerver_userprofile.realm_id = {} AND").format(Literal(realm.id))
-    return lambda kwargs: SQL("""
+count_message_by_user_query = """
    INSERT INTO analytics_usercount
        (user_id, realm_id, value, property, subgroup, end_time)
    SELECT
        zerver_userprofile.id, zerver_userprofile.realm_id, count(*),
-        %(property)s, {subgroup}, %(time_end)s
+        '%(property)s', %(subgroup)s, %%(time_end)s
    FROM zerver_userprofile
    JOIN zerver_message
    ON
        zerver_userprofile.id = zerver_message.sender_id
    WHERE
-        zerver_userprofile.date_joined < %(time_end)s AND
-        zerver_message.date_sent >= %(time_start)s AND
-        {realm_clause}
-        zerver_message.date_sent < %(time_end)s
-    GROUP BY zerver_userprofile.id {group_by_clause}
-""").format(**kwargs, realm_clause=realm_clause)
+        zerver_userprofile.date_joined < %%(time_end)s AND
+        zerver_message.date_sent >= %%(time_start)s AND
+        zerver_message.date_sent < %%(time_end)s
+    GROUP BY zerver_userprofile.id %(group_by_clause)s
+"""

 # Note: ignores the group_by / group_by_clause.
-def count_message_type_by_user_query(realm: Optional[Realm]) -> QueryFn:
-    if realm is None:
-        realm_clause = SQL("")
-    else:
-        realm_clause = SQL("zerver_userprofile.realm_id = {} AND").format(Literal(realm.id))
-    return lambda kwargs: SQL("""
+count_message_type_by_user_query = """
    INSERT INTO analytics_usercount
            (realm_id, user_id, value, property, subgroup, end_time)
-    SELECT realm_id, id, SUM(count) AS value, %(property)s, message_type, %(time_end)s
+    SELECT realm_id, id, SUM(count) AS value, '%(property)s', message_type, %%(time_end)s
    FROM
    (
        SELECT zerver_userprofile.realm_id, zerver_userprofile.id, count(*),
@@ -409,9 +322,8 @@ def count_message_type_by_user_query(realm: Optional[Realm]) -> QueryFn:
        JOIN zerver_message
        ON
            zerver_userprofile.id = zerver_message.sender_id AND
-            zerver_message.date_sent >= %(time_start)s AND
-            {realm_clause}
-            zerver_message.date_sent < %(time_end)s
+            zerver_message.date_sent >= %%(time_start)s AND
+            zerver_message.date_sent < %%(time_end)s
        JOIN zerver_recipient
        ON
            zerver_message.recipient_id = zerver_recipient.id
@@ -423,22 +335,17 @@ def count_message_type_by_user_query(realm: Optional[Realm]) -> QueryFn:
            zerver_recipient.type, zerver_stream.invite_only
    ) AS subquery
    GROUP BY realm_id, id, message_type
-""").format(**kwargs, realm_clause=realm_clause)
+"""

 # This query joins to the UserProfile table since all current queries that
 # use this also subgroup on UserProfile.is_bot. If in the future there is a
 # stat that counts messages by stream and doesn't need the UserProfile
 # table, consider writing a new query for efficiency.
-def count_message_by_stream_query(realm: Optional[Realm]) -> QueryFn:
-    if realm is None:
-        realm_clause = SQL("")
-    else:
-        realm_clause = SQL("zerver_stream.realm_id = {} AND").format(Literal(realm.id))
-    return lambda kwargs: SQL("""
+count_message_by_stream_query = """
    INSERT INTO analytics_streamcount
        (stream_id, realm_id, value, property, subgroup, end_time)
    SELECT
-        zerver_stream.id, zerver_stream.realm_id, count(*), %(property)s, {subgroup}, %(time_end)s
+        zerver_stream.id, zerver_stream.realm_id, count(*), '%(property)s', %(subgroup)s, %%(time_end)s
    FROM zerver_stream
    JOIN zerver_recipient
    ON
@@ -450,61 +357,48 @@ def count_message_by_stream_query(realm: Optional[Realm]) -> QueryFn:
    ON
        zerver_message.sender_id = zerver_userprofile.id
    WHERE
-        zerver_stream.date_created < %(time_end)s AND
+        zerver_stream.date_created < %%(time_end)s AND
        zerver_recipient.type = 2 AND
-        zerver_message.date_sent >= %(time_start)s AND
-        {realm_clause}
-        zerver_message.date_sent < %(time_end)s
-    GROUP BY zerver_stream.id {group_by_clause}
-""").format(**kwargs, realm_clause=realm_clause)
+        zerver_message.date_sent >= %%(time_start)s AND
+        zerver_message.date_sent < %%(time_end)s
+    GROUP BY zerver_stream.id %(group_by_clause)s
+"""

 # Hardcodes the query needed by active_users:is_bot:day, since that is
 # currently the only stat that uses this.
-def count_user_by_realm_query(realm: Optional[Realm]) -> QueryFn:
-    if realm is None:
-        realm_clause = SQL("")
-    else:
-        realm_clause = SQL("zerver_userprofile.realm_id = {} AND").format(Literal(realm.id))
-    return lambda kwargs: SQL("""
+count_user_by_realm_query = """
    INSERT INTO analytics_realmcount
        (realm_id, value, property, subgroup, end_time)
    SELECT
-        zerver_realm.id, count(*), %(property)s, {subgroup}, %(time_end)s
+        zerver_realm.id, count(*),'%(property)s', %(subgroup)s, %%(time_end)s
    FROM zerver_realm
    JOIN zerver_userprofile
    ON
        zerver_realm.id = zerver_userprofile.realm_id
    WHERE
-        zerver_realm.date_created < %(time_end)s AND
-        zerver_userprofile.date_joined >= %(time_start)s AND
-        zerver_userprofile.date_joined < %(time_end)s AND
-        {realm_clause}
+        zerver_realm.date_created < %%(time_end)s AND
+        zerver_userprofile.date_joined >= %%(time_start)s AND
+        zerver_userprofile.date_joined < %%(time_end)s AND
        zerver_userprofile.is_active = TRUE
-    GROUP BY zerver_realm.id {group_by_clause}
-""").format(**kwargs, realm_clause=realm_clause)
+    GROUP BY zerver_realm.id %(group_by_clause)s
+"""

 # Currently hardcodes the query needed for active_users_audit:is_bot:day.
 # Assumes that a user cannot have two RealmAuditLog entries with the same event_time and
 # event_type in [RealmAuditLog.USER_CREATED, USER_DEACTIVATED, etc].
 # In particular, it's important to ensure that migrations don't cause that to happen.
-def check_realmauditlog_by_user_query(realm: Optional[Realm]) -> QueryFn:
-    if realm is None:
-        realm_clause = SQL("")
-    else:
-        realm_clause = SQL("realm_id = {} AND").format(Literal(realm.id))
-    return lambda kwargs: SQL("""
+check_realmauditlog_by_user_query = """
    INSERT INTO analytics_usercount
        (user_id, realm_id, value, property, subgroup, end_time)
    SELECT
-        ral1.modified_user_id, ral1.realm_id, 1, %(property)s, {subgroup}, %(time_end)s
+        ral1.modified_user_id, ral1.realm_id, 1, '%(property)s', %(subgroup)s, %%(time_end)s
    FROM zerver_realmauditlog ral1
    JOIN (
        SELECT modified_user_id, max(event_time) AS max_event_time
        FROM zerver_realmauditlog
        WHERE
            event_type in ({user_created}, {user_activated}, {user_deactivated}, {user_reactivated}) AND
-            {realm_clause}
-            event_time < %(time_end)s
+            event_time < %%(time_end)s
        GROUP BY modified_user_id
    ) ral2
    ON
@@ -515,180 +409,133 @@ def check_realmauditlog_by_user_query(realm: Optional[Realm]) -> QueryFn:
        ral1.modified_user_id = zerver_userprofile.id
    WHERE
        ral1.event_type in ({user_created}, {user_activated}, {user_reactivated})
-    """).format(
-        **kwargs,
-        user_created=Literal(RealmAuditLog.USER_CREATED),
-        user_activated=Literal(RealmAuditLog.USER_ACTIVATED),
-        user_deactivated=Literal(RealmAuditLog.USER_DEACTIVATED),
-        user_reactivated=Literal(RealmAuditLog.USER_REACTIVATED),
-        realm_clause=realm_clause,
-    )
+""".format(user_created=RealmAuditLog.USER_CREATED,
+           user_activated=RealmAuditLog.USER_ACTIVATED,
+           user_deactivated=RealmAuditLog.USER_DEACTIVATED,
+           user_reactivated=RealmAuditLog.USER_REACTIVATED)

-def check_useractivityinterval_by_user_query(realm: Optional[Realm]) -> QueryFn:
-    if realm is None:
-        realm_clause = SQL("")
-    else:
-        realm_clause = SQL("zerver_userprofile.realm_id = {} AND").format(Literal(realm.id))
-    return lambda kwargs: SQL("""
+check_useractivityinterval_by_user_query = """
    INSERT INTO analytics_usercount
        (user_id, realm_id, value, property, subgroup, end_time)
    SELECT
-        zerver_userprofile.id, zerver_userprofile.realm_id, 1, %(property)s, {subgroup}, %(time_end)s
+        zerver_userprofile.id, zerver_userprofile.realm_id, 1, '%(property)s', %(subgroup)s, %%(time_end)s
    FROM zerver_userprofile
    JOIN zerver_useractivityinterval
    ON
        zerver_userprofile.id = zerver_useractivityinterval.user_profile_id
    WHERE
-        zerver_useractivityinterval.end >= %(time_start)s AND
-        {realm_clause}
-        zerver_useractivityinterval.start < %(time_end)s
-    GROUP BY zerver_userprofile.id {group_by_clause}
-""").format(**kwargs, realm_clause=realm_clause)
+        zerver_useractivityinterval.end >= %%(time_start)s AND
+        zerver_useractivityinterval.start < %%(time_end)s
+    GROUP BY zerver_userprofile.id %(group_by_clause)s
+"""

-def count_realm_active_humans_query(realm: Optional[Realm]) -> QueryFn:
-    if realm is None:
-        realm_clause = SQL("")
-    else:
-        realm_clause = SQL("realm_id = {} AND").format(Literal(realm.id))
-    return lambda kwargs: SQL("""
+count_realm_active_humans_query = """
    INSERT INTO analytics_realmcount
        (realm_id, value, property, subgroup, end_time)
    SELECT
-        usercount1.realm_id, count(*), %(property)s, NULL, %(time_end)s
+        usercount1.realm_id, count(*), '%(property)s', NULL, %%(time_end)s
    FROM (
        SELECT realm_id, user_id
        FROM analytics_usercount
        WHERE
            property = 'active_users_audit:is_bot:day' AND
            subgroup = 'false' AND
-            {realm_clause}
-            end_time = %(time_end)s
+            end_time = %%(time_end)s
    ) usercount1
    JOIN (
        SELECT realm_id, user_id
        FROM analytics_usercount
        WHERE
            property = '15day_actives::day' AND
-            {realm_clause}
-            end_time = %(time_end)s
+            end_time = %%(time_end)s
    ) usercount2
    ON
        usercount1.user_id = usercount2.user_id
    GROUP BY usercount1.realm_id
-""").format(**kwargs, realm_clause=realm_clause)
+"""

 # Currently unused and untested
-count_stream_by_realm_query = lambda kwargs: SQL("""
+count_stream_by_realm_query = """
    INSERT INTO analytics_realmcount
        (realm_id, value, property, subgroup, end_time)
    SELECT
-        zerver_realm.id, count(*), %(property)s, {subgroup}, %(time_end)s
+        zerver_realm.id, count(*), '%(property)s', %(subgroup)s, %%(time_end)s
    FROM zerver_realm
    JOIN zerver_stream
    ON
        zerver_realm.id = zerver_stream.realm_id AND
    WHERE
-        zerver_realm.date_created < %(time_end)s AND
-        zerver_stream.date_created >= %(time_start)s AND
-        zerver_stream.date_created < %(time_end)s
-    GROUP BY zerver_realm.id {group_by_clause}
-""").format(**kwargs)
+        zerver_realm.date_created < %%(time_end)s AND
+        zerver_stream.date_created >= %%(time_start)s AND
+        zerver_stream.date_created < %%(time_end)s
+    GROUP BY zerver_realm.id %(group_by_clause)s
+"""

-def get_count_stats(realm: Optional[Realm]=None) -> Dict[str, CountStat]:
-    ## CountStat declarations ##
+## CountStat declarations ##

-    count_stats_ = [
-        # Messages Sent stats
-        # Stats that count the number of messages sent in various ways.
-        # These are also the set of stats that read from the Message table.
+count_stats_ = [
+    # Messages Sent stats
+    # Stats that count the number of messages sent in various ways.
+    # These are also the set of stats that read from the Message table.

-        CountStat('messages_sent:is_bot:hour',
-                  sql_data_collector(UserCount, count_message_by_user_query(
-                      realm), (UserProfile, 'is_bot')),
-                  CountStat.HOUR),
-        CountStat('messages_sent:message_type:day',
-                  sql_data_collector(
-                      UserCount, count_message_type_by_user_query(realm), None),
-                  CountStat.DAY),
-        CountStat('messages_sent:client:day',
-                  sql_data_collector(UserCount, count_message_by_user_query(realm),
-                                     (Message, 'sending_client_id')), CountStat.DAY),
-        CountStat('messages_in_stream:is_bot:day',
-                  sql_data_collector(StreamCount, count_message_by_stream_query(realm),
-                                     (UserProfile, 'is_bot')), CountStat.DAY),
+    CountStat('messages_sent:is_bot:hour',
+              sql_data_collector(UserCount, count_message_by_user_query, (UserProfile, 'is_bot')),
+              CountStat.HOUR),
+    CountStat('messages_sent:message_type:day',
+              sql_data_collector(UserCount, count_message_type_by_user_query, None), CountStat.DAY),
+    CountStat('messages_sent:client:day',
+              sql_data_collector(UserCount, count_message_by_user_query, (Message, 'sending_client_id')),
+              CountStat.DAY),
+    CountStat('messages_in_stream:is_bot:day',
+              sql_data_collector(StreamCount, count_message_by_stream_query, (UserProfile, 'is_bot')),
+              CountStat.DAY),

-        # Number of Users stats
-        # Stats that count the number of active users in the UserProfile.is_active sense.
+    # Number of Users stats
+    # Stats that count the number of active users in the UserProfile.is_active sense.

-        # 'active_users_audit:is_bot:day' is the canonical record of which users were
-        # active on which days (in the UserProfile.is_active sense).
-        # Important that this stay a daily stat, so that 'realm_active_humans::day' works as expected.
-        CountStat('active_users_audit:is_bot:day',
-                  sql_data_collector(UserCount, check_realmauditlog_by_user_query(
-                      realm), (UserProfile, 'is_bot')),
-                  CountStat.DAY),
+    # 'active_users_audit:is_bot:day' is the canonical record of which users were
+    # active on which days (in the UserProfile.is_active sense).
+    # Important that this stay a daily stat, so that 'realm_active_humans::day' works as expected.
+    CountStat('active_users_audit:is_bot:day',
+              sql_data_collector(UserCount, check_realmauditlog_by_user_query, (UserProfile, 'is_bot')),
+              CountStat.DAY),
+    # Sanity check on 'active_users_audit:is_bot:day', and a archetype for future LoggingCountStats.
+    # In RealmCount, 'active_users_audit:is_bot:day' should be the partial
+    # sum sequence of 'active_users_log:is_bot:day', for any realm that
+    # started after the latter stat was introduced.
+    LoggingCountStat('active_users_log:is_bot:day', RealmCount, CountStat.DAY),
+    # Another sanity check on 'active_users_audit:is_bot:day'. Is only an
+    # approximation, e.g. if a user is deactivated between the end of the
+    # day and when this stat is run, they won't be counted. However, is the
+    # simplest of the three to inspect by hand.
+    CountStat('active_users:is_bot:day',
+              sql_data_collector(RealmCount, count_user_by_realm_query, (UserProfile, 'is_bot')),
+              CountStat.DAY, interval=TIMEDELTA_MAX),

-        # Important note: LoggingCountStat objects aren't passed the
-        # Realm argument, because by nature they have a logging
-        # structure, not a pull-from-database structure, so there's no
-        # way to compute them for a single realm after the fact (the
-        # use case for passing a Realm argument).
+    # User Activity stats
+    # Stats that measure user activity in the UserActivityInterval sense.

-        # Sanity check on 'active_users_audit:is_bot:day', and a archetype for future LoggingCountStats.
-        # In RealmCount, 'active_users_audit:is_bot:day' should be the partial
-        # sum sequence of 'active_users_log:is_bot:day', for any realm that
-        # started after the latter stat was introduced.
-        LoggingCountStat('active_users_log:is_bot:day',
-                         RealmCount, CountStat.DAY),
-        # Another sanity check on 'active_users_audit:is_bot:day'. Is only an
-        # approximation, e.g. if a user is deactivated between the end of the
-        # day and when this stat is run, they won't be counted. However, is the
-        # simplest of the three to inspect by hand.
-        CountStat('active_users:is_bot:day',
-                  sql_data_collector(RealmCount, count_user_by_realm_query(realm), (UserProfile, 'is_bot')),
-                  CountStat.DAY, interval=TIMEDELTA_MAX),
+    CountStat('1day_actives::day',
+              sql_data_collector(UserCount, check_useractivityinterval_by_user_query, None),
+              CountStat.DAY, interval=timedelta(days=1)-UserActivityInterval.MIN_INTERVAL_LENGTH),
+    CountStat('15day_actives::day',
+              sql_data_collector(UserCount, check_useractivityinterval_by_user_query, None),
+              CountStat.DAY, interval=timedelta(days=15)-UserActivityInterval.MIN_INTERVAL_LENGTH),
+    CountStat('minutes_active::day', DataCollector(UserCount, do_pull_minutes_active), CountStat.DAY),

-        # Messages read stats.  messages_read::hour is the total
-        # number of messages read, whereas
-        # messages_read_interactions::hour tries to count the total
-        # number of UI interactions resulting in messages being marked
-        # as read (imperfect because of batching of some request
-        # types, but less likely to be overwhelmed by a single bulk
-        # operation).
-        LoggingCountStat('messages_read::hour', UserCount, CountStat.HOUR),
-        LoggingCountStat('messages_read_interactions::hour', UserCount, CountStat.HOUR),
+    # Rate limiting stats

-        # User Activity stats
-        # Stats that measure user activity in the UserActivityInterval sense.
+    # Used to limit the number of invitation emails sent by a realm
+    LoggingCountStat('invites_sent::day', RealmCount, CountStat.DAY),

-        CountStat('1day_actives::day',
-                  sql_data_collector(
-                      UserCount, check_useractivityinterval_by_user_query(realm), None),
-                  CountStat.DAY, interval=timedelta(days=1)-UserActivityInterval.MIN_INTERVAL_LENGTH),
-        CountStat('15day_actives::day',
-                  sql_data_collector(
-                      UserCount, check_useractivityinterval_by_user_query(realm), None),
-                  CountStat.DAY, interval=timedelta(days=15)-UserActivityInterval.MIN_INTERVAL_LENGTH),
-        CountStat('minutes_active::day', DataCollector(
-            UserCount, do_pull_minutes_active), CountStat.DAY),
+    # Dependent stats
+    # Must come after their dependencies.

-        # Rate limiting stats
+    # Canonical account of the number of active humans in a realm on each day.
+    DependentCountStat('realm_active_humans::day',
+                       sql_data_collector(RealmCount, count_realm_active_humans_query, None),
+                       CountStat.DAY,
+                       dependencies=['active_users_audit:is_bot:day', '15day_actives::day'])
+]

-        # Used to limit the number of invitation emails sent by a realm
-        LoggingCountStat('invites_sent::day', RealmCount, CountStat.DAY),
-
-        # Dependent stats
-        # Must come after their dependencies.
-
-        # Canonical account of the number of active humans in a realm on each day.
-        DependentCountStat('realm_active_humans::day',
-                           sql_data_collector(
-                               RealmCount, count_realm_active_humans_query(realm), None),
-                           CountStat.DAY,
-                           dependencies=['active_users_audit:is_bot:day', '15day_actives::day']),
-    ]
-
-    return OrderedDict([(stat.property, stat) for stat in count_stats_])
-
-# To avoid refactoring for now COUNT_STATS can be used as before
-COUNT_STATS = get_count_stats()
+COUNT_STATS = OrderedDict([(stat.property, stat) for stat in count_stats_])
--- a/analytics/lib/fixtures.py
+++ b/analytics/lib/fixtures.py
@@ -4,7 +4,6 @@ from typing import List

 from analytics.lib.counts import CountStat

-
 def generate_time_series_data(days: int=100, business_hours_base: float=10,
                              non_business_hours_base: float=10, growth: float=1,
                              autocorrelation: float=0, spikiness: float=1,
@@ -44,10 +43,10 @@ def generate_time_series_data(days: int=100, business_hours_base: float=10,
                      [24*non_business_hours_base] * 2
        holidays = [random() < holiday_rate for i in range(days)]
    else:
-        raise AssertionError(f"Unknown frequency: {frequency}")
+        raise AssertionError("Unknown frequency: %s" % (frequency,))
    if length < 2:
        raise AssertionError("Must be generating at least 2 data points. "
-                             f"Currently generating {length}")
+                             "Currently generating %s" % (length,))
    growth_base = growth ** (1. / (length-1))
    values_no_noise = [seasonality[i % len(seasonality)] * (growth_base**i) for i in range(length)]

--- a/analytics/lib/time_utils.py
+++ b/analytics/lib/time_utils.py
@@ -4,7 +4,6 @@ from typing import List, Optional
 from analytics.lib.counts import CountStat
 from zerver.lib.timestamp import floor_to_day, floor_to_hour, verify_UTC

-
 # If min_length is None, returns end_times from ceiling(start) to floor(end), inclusive.
 # If min_length is greater than 0, pads the list to the left.
 # So informally, time_range(Sep 20, Sep 22, day, None) returns [Sep 20, Sep 21, Sep 22],
@@ -20,7 +19,7 @@ def time_range(start: datetime, end: datetime, frequency: str,
        end = floor_to_day(end)
        step = timedelta(days=1)
    else:
-        raise AssertionError(f"Unknown frequency: {frequency}")
+        raise AssertionError("Unknown frequency: %s" % (frequency,))

    times = []
    if min_length is not None:
--- a/analytics/management/commands/analyze_mit.py
+++ b/analytics/management/commands/analyze_mit.py
@@ -8,7 +8,6 @@ from django.core.management.base import BaseCommand, CommandParser
 from zerver.lib.timestamp import timestamp_to_datetime
 from zerver.models import Message, Recipient

-
 def compute_stats(log_level: int) -> None:
    logger = logging.getLogger()
    logger.setLevel(log_level)
@@ -27,15 +26,15 @@ def compute_stats(log_level: int) -> None:
                           "bitcoin@mit.edu", "lp@mit.edu", "clocks@mit.edu",
                           "root@mit.edu", "nagios@mit.edu",
                           "www-data|local-realm@mit.edu"])
-    user_counts: Dict[str, Dict[str, int]] = {}
+    user_counts = {}  # type: Dict[str, Dict[str, int]]
    for m in mit_query.select_related("sending_client", "sender"):
        email = m.sender.email
        user_counts.setdefault(email, {})
        user_counts[email].setdefault(m.sending_client.name, 0)
        user_counts[email][m.sending_client.name] += 1

-    total_counts: Dict[str, int] = {}
-    total_user_counts: Dict[str, int] = {}
+    total_counts = {}  # type: Dict[str, int]
+    total_user_counts = {}  # type: Dict[str, int]
    for email, counts in user_counts.items():
        total_user_counts.setdefault(email, 0)
        for client_name, count in counts.items():
@@ -43,8 +42,8 @@ def compute_stats(log_level: int) -> None:
            total_counts[client_name] += count
            total_user_counts[email] += count

-    logging.debug("%40s | %10s | %s", "User", "Messages", "Percentage Zulip")
-    top_percents: Dict[int, float] = {}
+    logging.debug("%40s | %10s | %s" % ("User", "Messages", "Percentage Zulip"))
+    top_percents = {}  # type: Dict[int, float]
    for size in [10, 25, 50, 100, 200, len(total_user_counts.keys())]:
        top_percents[size] = 0.0
    for i, email in enumerate(sorted(total_user_counts.keys(),
@@ -56,18 +55,18 @@ def compute_stats(log_level: int) -> None:
            if i < size:
                top_percents[size] += (percent_zulip * 1.0 / size)

-        logging.debug("%40s | %10s | %s%%", email, total_user_counts[email],
-                      percent_zulip)
+        logging.debug("%40s | %10s | %s%%" % (email, total_user_counts[email],
+                                              percent_zulip))

    logging.info("")
    for size in sorted(top_percents.keys()):
-        logging.info("Top %6s | %s%%", size, round(top_percents[size], 1))
+        logging.info("Top %6s | %s%%" % (size, round(top_percents[size], 1)))

    grand_total = sum(total_counts.values())
    print(grand_total)
-    logging.info("%15s | %s", "Client", "Percentage")
+    logging.info("%15s | %s" % ("Client", "Percentage"))
    for client in total_counts.keys():
-        logging.info("%15s | %s%%", client, round(100. * total_counts[client] / grand_total, 1))
+        logging.info("%15s | %s%%" % (client, round(100. * total_counts[client] / grand_total, 1)))

 class Command(BaseCommand):
    help = "Compute statistics on MIT Zephyr usage."
--- a/analytics/management/commands/analyze_user_activity.py
+++ b/analytics/management/commands/analyze_user_activity.py
@@ -2,13 +2,13 @@ import datetime
 from typing import Any, Dict

 from django.core.management.base import BaseCommand, CommandParser
+from django.utils.timezone import utc

 from zerver.lib.statistics import seconds_usage_between
 from zerver.models import UserProfile

-
 def analyze_activity(options: Dict[str, Any]) -> None:
-    day_start = datetime.datetime.strptime(options["date"], "%Y-%m-%d").replace(tzinfo=datetime.timezone.utc)
+    day_start = datetime.datetime.strptime(options["date"], "%Y-%m-%d").replace(tzinfo=utc)
    day_end = day_start + datetime.timedelta(days=options["duration"])

    user_profile_query = UserProfile.objects.all()
@@ -24,11 +24,11 @@ def analyze_activity(options: Dict[str, Any]) -> None:
            continue

        total_duration += duration
-        print(f"{user_profile.email:<37}{duration}")
+        print("%-*s%s" % (37, user_profile.email, duration,))

-    print(f"\nTotal Duration:                      {total_duration}")
-    print(f"\nTotal Duration in minutes:           {total_duration.total_seconds() / 60.}")
-    print(f"Total Duration amortized to a month: {total_duration.total_seconds() * 30. / 60.}")
+    print("\nTotal Duration:                      %s" % (total_duration,))
+    print("\nTotal Duration in minutes:           %s" % (total_duration.total_seconds() / 60.,))
+    print("Total Duration amortized to a month: %s" % (total_duration.total_seconds() * 30. / 60.,))

 class Command(BaseCommand):
    help = """Report analytics of user activity on a per-user and realm basis.
--- a/analytics/management/commands/check_analytics_state.py
+++ b/analytics/management/commands/check_analytics_state.py
@@ -1,21 +1,24 @@
-import os
-import time
 from datetime import timedelta
-from typing import Any, Dict

 from django.core.management.base import BaseCommand
 from django.utils.timezone import now as timezone_now

+from analytics.models import installation_epoch, \
+    last_successful_fill
 from analytics.lib.counts import COUNT_STATS, CountStat
-from analytics.models import installation_epoch, last_successful_fill
-from zerver.lib.timestamp import TimezoneNotUTCException, floor_to_day, floor_to_hour, verify_UTC
+from zerver.lib.timestamp import floor_to_hour, floor_to_day, verify_UTC, \
+    TimezoneNotUTCException
 from zerver.models import Realm

+import os
+import time
+from typing import Any, Dict
+
 states = {
    0: "OK",
    1: "WARNING",
    2: "CRITICAL",
-    3: "UNKNOWN",
+    3: "UNKNOWN"
 }

 class Command(BaseCommand):
@@ -32,7 +35,8 @@ class Command(BaseCommand):
        state_file_tmp = state_file_path + "-tmp"

        with open(state_file_tmp, "w") as f:
-            f.write(f"{int(time.time())}|{status}|{states[status]}|{message}\n")
+            f.write("%s|%s|%s|%s\n" % (
+                int(time.time()), status, states[status], message))
        os.rename(state_file_tmp, state_file_path)

    def get_fill_state(self) -> Dict[str, Any]:
@@ -48,7 +52,7 @@ class Command(BaseCommand):
            try:
                verify_UTC(last_fill)
            except TimezoneNotUTCException:
-                return {'status': 2, 'message': f'FillState not in UTC for {property}'}
+                return {'status': 2, 'message': 'FillState not in UTC for %s' % (property,)}

            if stat.frequency == CountStat.DAY:
                floor_function = floor_to_day
@@ -60,7 +64,8 @@ class Command(BaseCommand):
                critical_threshold = timedelta(minutes=150)

            if floor_function(last_fill) != last_fill:
-                return {'status': 2, 'message': f'FillState not on {stat.frequency} boundary for {property}'}
+                return {'status': 2, 'message': 'FillState not on %s boundary for %s' %
+                        (stat.frequency, property)}

            time_to_last_fill = timezone_now() - last_fill
            if time_to_last_fill > critical_threshold:
@@ -71,16 +76,7 @@ class Command(BaseCommand):
        if len(critical_unfilled_properties) == 0 and len(warning_unfilled_properties) == 0:
            return {'status': 0, 'message': 'FillState looks fine.'}
        if len(critical_unfilled_properties) == 0:
-            return {
-                'status': 1,
-                'message': 'Missed filling {} once.'.format(
-                    ', '.join(warning_unfilled_properties),
-                ),
-            }
-        return {
-            'status': 2,
-            'message': 'Missed filling {} once. Missed filling {} at least twice.'.format(
-                ', '.join(warning_unfilled_properties),
-                ', '.join(critical_unfilled_properties),
-            ),
-        }
+            return {'status': 1, 'message': 'Missed filling %s once.' %
+                    (', '.join(warning_unfilled_properties),)}
+        return {'status': 2, 'message': 'Missed filling %s once. Missed filling %s at least twice.' %
+                (', '.join(warning_unfilled_properties), ', '.join(critical_unfilled_properties))}
--- a/analytics/management/commands/clear_analytics_tables.py
+++ b/analytics/management/commands/clear_analytics_tables.py
@@ -5,7 +5,6 @@ from django.core.management.base import BaseCommand, CommandError

 from analytics.lib.counts import do_drop_all_analytics_tables

-
 class Command(BaseCommand):
    help = """Clear analytics tables."""

--- a/analytics/management/commands/clear_single_stat.py
+++ b/analytics/management/commands/clear_single_stat.py
@@ -5,7 +5,6 @@ from django.core.management.base import BaseCommand, CommandError

 from analytics.lib.counts import COUNT_STATS, do_drop_single_stat

-
 class Command(BaseCommand):
    help = """Clear analytics tables."""

@@ -20,7 +19,7 @@ class Command(BaseCommand):
    def handle(self, *args: Any, **options: Any) -> None:
        property = options['property']
        if property not in COUNT_STATS:
-            raise CommandError(f"Invalid property: {property}")
+            raise CommandError("Invalid property: %s" % (property,))
        if not options['force']:
            raise CommandError("No action taken. Use --force.")

--- a/analytics/management/commands/client_activity.py
+++ b/analytics/management/commands/client_activity.py
@@ -8,7 +8,6 @@ from django.utils.timezone import now as timezone_now
 from zerver.lib.management import ZulipBaseCommand
 from zerver.models import UserActivity

-
 class Command(ZulipBaseCommand):
    help = """Report rough client activity globally, for a realm, or for a user

@@ -54,7 +53,7 @@ Usage examples:
        counts.sort()

        for count in counts:
-            print(f"{count[1]:>25} {count[0]:15}")
+            print("%25s %15d" % (count[1], count[0]))
        print("Total:", total)

    def handle(self, *args: Any, **options: Optional[str]) -> None:
--- a/analytics/management/commands/populate_analytics_db.py
+++ b/analytics/management/commands/populate_analytics_db.py
@@ -1,26 +1,21 @@
 from datetime import timedelta
 from typing import Any, Dict, List, Mapping, Optional, Type
-from unittest import mock
+import mock

 from django.core.management.base import BaseCommand
 from django.utils.timezone import now as timezone_now

-from analytics.lib.counts import COUNT_STATS, CountStat, do_drop_all_analytics_tables
+from analytics.lib.counts import COUNT_STATS, \
+    CountStat, do_drop_all_analytics_tables
 from analytics.lib.fixtures import generate_time_series_data
 from analytics.lib.time_utils import time_range
-from analytics.models import (
-    BaseCount,
-    FillState,
-    InstallationCount,
-    RealmCount,
-    StreamCount,
-    UserCount,
-)
-from zerver.lib.actions import STREAM_ASSIGNMENT_COLORS, do_change_user_role
+from analytics.models import BaseCount, FillState, RealmCount, UserCount, \
+    StreamCount, InstallationCount
+from zerver.lib.actions import do_change_is_admin, STREAM_ASSIGNMENT_COLORS
 from zerver.lib.create_user import create_user
 from zerver.lib.timestamp import floor_to_day
-from zerver.models import Client, Realm, Recipient, Stream, Subscription, UserProfile
-
+from zerver.models import Realm, Stream, Client, \
+    Recipient, Subscription

 class Command(BaseCommand):
    help = """Populates analytics tables with randomly generated data."""
@@ -63,8 +58,8 @@ class Command(BaseCommand):
        with mock.patch("zerver.lib.create_user.timezone_now", return_value=installation_time):
            shylock = create_user('shylock@analytics.ds', 'Shylock', realm,
                                  full_name='Shylock', short_name='shylock',
-                                  role=UserProfile.ROLE_REALM_ADMINISTRATOR)
-        do_change_user_role(shylock, UserProfile.ROLE_REALM_ADMINISTRATOR, acting_user=None)
+                                  is_realm_admin=True)
+        do_change_is_admin(shylock, True)
        stream = Stream.objects.create(
            name='all', realm=realm, date_created=installation_time)
        recipient = Recipient.objects.create(type_id=stream.id, type=Recipient.STREAM)
@@ -86,7 +81,7 @@ class Command(BaseCommand):
            end_times = time_range(last_end_time, last_end_time, stat.frequency,
                                   len(list(fixture_data.values())[0]))
            if table == InstallationCount:
-                id_args: Dict[str, Any] = {}
+                id_args = {}  # type: Dict[str, Any]
            if table == RealmCount:
                id_args = {'realm': realm}
            if table == UserCount:
@@ -101,13 +96,13 @@ class Command(BaseCommand):
                    for end_time, value in zip(end_times, values) if value != 0])

        stat = COUNT_STATS['1day_actives::day']
-        realm_data: Mapping[Optional[str], List[int]] = {
+        realm_data = {
            None: self.generate_fixture_data(stat, .08, .02, 3, .3, 6, partial_sum=True),
-        }
+        }  # type: Mapping[Optional[str], List[int]]
        insert_fixture_data(stat, realm_data, RealmCount)
-        installation_data: Mapping[Optional[str], List[int]] = {
+        installation_data = {
            None: self.generate_fixture_data(stat, .8, .2, 4, .3, 6, partial_sum=True),
-        }
+        }  # type: Mapping[Optional[str], List[int]]
        insert_fixture_data(stat, installation_data, InstallationCount)
        FillState.objects.create(property=stat.property, end_time=last_end_time,
                                 state=FillState.DONE)
@@ -137,9 +132,8 @@ class Command(BaseCommand):
                                 state=FillState.DONE)

        stat = COUNT_STATS['messages_sent:is_bot:hour']
-        user_data: Mapping[Optional[str], List[int]] = {
-            'false': self.generate_fixture_data(stat, 2, 1, 1.5, .6, 8, holiday_rate=.1),
-        }
+        user_data = {'false': self.generate_fixture_data(
+            stat, 2, 1, 1.5, .6, 8, holiday_rate=.1)}  # type: Mapping[Optional[str], List[int]]
        insert_fixture_data(stat, user_data, UserCount)
        realm_data = {'false': self.generate_fixture_data(stat, 35, 15, 6, .6, 4),
                      'true': self.generate_fixture_data(stat, 15, 15, 3, .4, 2)}
@@ -215,22 +209,8 @@ class Command(BaseCommand):
        realm_data = {'false': self.generate_fixture_data(stat, 30, 5, 6, .6, 4),
                      'true': self.generate_fixture_data(stat, 20, 2, 3, .2, 3)}
        insert_fixture_data(stat, realm_data, RealmCount)
-        stream_data: Mapping[Optional[str], List[int]] = {
-            'false': self.generate_fixture_data(stat, 10, 7, 5, .6, 4),
-            'true': self.generate_fixture_data(stat, 5, 3, 2, .4, 2),
-        }
+        stream_data = {'false': self.generate_fixture_data(stat, 10, 7, 5, .6, 4),
+                       'true': self.generate_fixture_data(stat, 5, 3, 2, .4, 2)}  # type: Mapping[Optional[str], List[int]]
        insert_fixture_data(stat, stream_data, StreamCount)
        FillState.objects.create(property=stat.property, end_time=last_end_time,
                                 state=FillState.DONE)
-
-        stat = COUNT_STATS['messages_read::hour']
-        user_data = {
-            None: self.generate_fixture_data(stat, 7, 3, 2, .6, 8, holiday_rate=.1),
-        }
-        insert_fixture_data(stat, user_data, UserCount)
-        realm_data = {
-            None: self.generate_fixture_data(stat, 50, 35, 6, .6, 4)
-        }
-        insert_fixture_data(stat, realm_data, RealmCount)
-        FillState.objects.create(property=stat.property, end_time=last_end_time,
-                                 state=FillState.DONE)
--- a/analytics/management/commands/realm_stats.py
+++ b/analytics/management/commands/realm_stats.py
@@ -6,17 +6,8 @@ from django.core.management.base import BaseCommand, CommandError
 from django.db.models import Count
 from django.utils.timezone import now as timezone_now

-from zerver.models import (
-    Message,
-    Realm,
-    Recipient,
-    Stream,
-    Subscription,
-    UserActivity,
-    UserMessage,
-    UserProfile,
-    get_realm,
-)
+from zerver.models import Message, Realm, Recipient, Stream, \
+    Subscription, UserActivity, UserMessage, UserProfile, get_realm

 MOBILE_CLIENT_LIST = ["Android", "ios"]
 HUMAN_CLIENT_LIST = MOBILE_CLIENT_LIST + ["website"]
@@ -75,7 +66,7 @@ class Command(BaseCommand):
            fraction = 0.0
        else:
            fraction = numerator / float(denominator)
-        print(f"{fraction * 100:.2f}% of", text)
+        print("%.2f%% of" % (fraction * 100,), text)

    def handle(self, *args: Any, **options: Any) -> None:
        if options['realms']:
@@ -93,26 +84,26 @@ class Command(BaseCommand):
            active_users = self.active_users(realm)
            num_active = len(active_users)

-            print(f"{num_active} active users ({len(user_profiles)} total)")
+            print("%d active users (%d total)" % (num_active, len(user_profiles)))
            streams = Stream.objects.filter(realm=realm).extra(
                tables=['zerver_subscription', 'zerver_recipient'],
                where=['zerver_subscription.recipient_id = zerver_recipient.id',
                       'zerver_recipient.type = 2',
                       'zerver_recipient.type_id = zerver_stream.id',
                       'zerver_subscription.active = true']).annotate(count=Count("name"))
-            print(f"{streams.count()} streams")
+            print("%d streams" % (streams.count(),))

            for days_ago in (1, 7, 30):
-                print(f"In last {days_ago} days, users sent:")
+                print("In last %d days, users sent:" % (days_ago,))
                sender_quantities = [self.messages_sent_by(user, days_ago) for user in user_profiles]
                for quantity in sorted(sender_quantities, reverse=True):
                    print(quantity, end=' ')
                print("")

-                print(f"{self.stream_messages(realm, days_ago)} stream messages")
-                print(f"{self.private_messages(realm, days_ago)} one-on-one private messages")
-                print(f"{self.api_messages(realm, days_ago)} messages sent via the API")
-                print(f"{self.group_private_messages(realm, days_ago)} group private messages")
+                print("%d stream messages" % (self.stream_messages(realm, days_ago),))
+                print("%d one-on-one private messages" % (self.private_messages(realm, days_ago),))
+                print("%d messages sent via the API" % (self.api_messages(realm, days_ago),))
+                print("%d group private messages" % (self.group_private_messages(realm, days_ago),))

            num_notifications_enabled = len([x for x in active_users if x.enable_desktop_notifications])
            self.report_percentage(num_notifications_enabled, num_active,
@@ -132,7 +123,7 @@ class Command(BaseCommand):
            starrers = UserMessage.objects.filter(user_profile__in=user_profiles,
                                                  flags=UserMessage.flags.starred).values(
                "user_profile").annotate(count=Count("user_profile"))
-            print("{} users have starred {} messages".format(
+            print("%d users have starred %d messages" % (
                len(starrers), sum([elt["count"] for elt in starrers])))

            active_user_subs = Subscription.objects.filter(
@@ -141,20 +132,20 @@ class Command(BaseCommand):
            # Streams not in home view
            non_home_view = active_user_subs.filter(is_muted=True).values(
                "user_profile").annotate(count=Count("user_profile"))
-            print("{} users have {} streams not in home view".format(
+            print("%d users have %d streams not in home view" % (
                len(non_home_view), sum([elt["count"] for elt in non_home_view])))

            # Code block markup
            markup_messages = human_messages.filter(
                sender__realm=realm, content__contains="~~~").values(
                "sender").annotate(count=Count("sender"))
-            print("{} users have used code block markup on {} messages".format(
+            print("%d users have used code block markup on %s messages" % (
                len(markup_messages), sum([elt["count"] for elt in markup_messages])))

            # Notifications for stream messages
            notifications = active_user_subs.filter(desktop_notifications=True).values(
                "user_profile").annotate(count=Count("user_profile"))
-            print("{} users receive desktop notifications for {} streams".format(
+            print("%d users receive desktop notifications for %d streams" % (
                len(notifications), sum([elt["count"] for elt in notifications])))

            print("")
--- a/analytics/management/commands/stream_stats.py
+++ b/analytics/management/commands/stream_stats.py
@@ -4,8 +4,8 @@ from typing import Any
 from django.core.management.base import BaseCommand, CommandError
 from django.db.models import Q

-from zerver.models import Message, Realm, Recipient, Stream, Subscription, get_realm
-
+from zerver.models import Message, Realm, \
+    Recipient, Stream, Subscription, get_realm

 class Command(BaseCommand):
    help = "Generate statistics on the streams for a realm."
@@ -36,21 +36,21 @@ class Command(BaseCommand):
                    public_count += 1
            print("------------")
            print(realm.string_id, end=' ')
-            print("{:>10} {} public streams and".format("(", public_count), end=' ')
-            print(f"{private_count} private streams )")
+            print("%10s %d public streams and" % ("(", public_count), end=' ')
+            print("%d private streams )" % (private_count,))
            print("------------")
-            print("{:>25} {:>15} {:>10} {:>12}".format("stream", "subscribers", "messages", "type"))
+            print("%25s %15s %10s %12s" % ("stream", "subscribers", "messages", "type"))

            for stream in streams:
                if stream.invite_only:
                    stream_type = 'private'
                else:
                    stream_type = 'public'
-                print(f"{stream.name:>25}", end=' ')
+                print("%25s" % (stream.name,), end=' ')
                recipient = Recipient.objects.filter(type=Recipient.STREAM, type_id=stream.id)
-                print("{:10}".format(len(Subscription.objects.filter(recipient=recipient,
-                                                                     active=True))), end=' ')
+                print("%10d" % (len(Subscription.objects.filter(recipient=recipient,
+                                                                active=True)),), end=' ')
                num_messages = len(Message.objects.filter(recipient=recipient))
-                print(f"{num_messages:12}", end=' ')
-                print(f"{stream_type:>15}")
+                print("%12d" % (num_messages,), end=' ')
+                print("%15s" % (stream_type,))
            print("")
--- a/analytics/management/commands/update_analytics_counts.py
+++ b/analytics/management/commands/update_analytics_counts.py
@@ -1,13 +1,13 @@
 import os
 import time
 from argparse import ArgumentParser
-from datetime import timezone
 from typing import Any, Dict

 from django.conf import settings
 from django.core.management.base import BaseCommand
 from django.utils.dateparse import parse_datetime
 from django.utils.timezone import now as timezone_now
+from django.utils.timezone import utc as timezone_utc

 from analytics.lib.counts import COUNT_STATS, logger, process_count_stat
 from scripts.lib.zulip_tools import ENDC, WARNING
@@ -15,7 +15,6 @@ from zerver.lib.remote_server import send_analytics_to_remote_server
 from zerver.lib.timestamp import floor_to_hour
 from zerver.models import Realm

-
 class Command(BaseCommand):
    help = """Fills Analytics tables.

@@ -60,18 +59,18 @@ class Command(BaseCommand):

        fill_to_time = parse_datetime(options['time'])
        if options['utc']:
-            fill_to_time = fill_to_time.replace(tzinfo=timezone.utc)
+            fill_to_time = fill_to_time.replace(tzinfo=timezone_utc)
        if fill_to_time.tzinfo is None:
            raise ValueError("--time must be timezone aware. Maybe you meant to use the --utc option?")

-        fill_to_time = floor_to_hour(fill_to_time.astimezone(timezone.utc))
+        fill_to_time = floor_to_hour(fill_to_time.astimezone(timezone_utc))

        if options['stat'] is not None:
            stats = [COUNT_STATS[options['stat']]]
        else:
            stats = list(COUNT_STATS.values())

-        logger.info("Starting updating analytics counts through %s", fill_to_time)
+        logger.info("Starting updating analytics counts through %s" % (fill_to_time,))
        if options['verbose']:
            start = time.time()
            last = start
@@ -79,12 +78,13 @@ class Command(BaseCommand):
        for stat in stats:
            process_count_stat(stat, fill_to_time)
            if options['verbose']:
-                print(f"Updated {stat.property} in {time.time() - last:.3f}s")
+                print("Updated %s in %.3fs" % (stat.property, time.time() - last))
                last = time.time()

        if options['verbose']:
-            print(f"Finished updating analytics counts through {fill_to_time} in {time.time() - start:.3f}s")
-        logger.info("Finished updating analytics counts through %s", fill_to_time)
+            print("Finished updating analytics counts through %s in %.3fs" %
+                  (fill_to_time, time.time() - start))
+        logger.info("Finished updating analytics counts through %s" % (fill_to_time,))

        if settings.PUSH_NOTIFICATION_BOUNCER_URL and settings.SUBMIT_USAGE_STATISTICS:
            send_analytics_to_remote_server()
--- a/analytics/management/commands/user_stats.py
+++ b/analytics/management/commands/user_stats.py
@@ -7,7 +7,6 @@ from django.utils.timezone import now as timezone_now

 from zerver.models import Message, Realm, Stream, UserProfile, get_realm

-
 class Command(BaseCommand):
    help = "Generate statistics on user activity."

@@ -32,11 +31,11 @@ class Command(BaseCommand):
        for realm in realms:
            print(realm.string_id)
            user_profiles = UserProfile.objects.filter(realm=realm, is_active=True)
-            print(f"{len(user_profiles)} users")
-            print(f"{len(Stream.objects.filter(realm=realm))} streams")
+            print("%d users" % (len(user_profiles),))
+            print("%d streams" % (len(Stream.objects.filter(realm=realm)),))

            for user_profile in user_profiles:
-                print(f"{user_profile.email:>35}", end=' ')
+                print("%35s" % (user_profile.email,), end=' ')
                for week in range(10):
-                    print(f"{self.messages_sent_by(user_profile, week):5}", end=' ')
+                    print("%5d" % (self.messages_sent_by(user_profile, week),), end=' ')
                print("")
--- a/analytics/migrations/0001_initial.py
+++ b/analytics/migrations/0001_initial.py
@@ -1,8 +1,8 @@
+# -*- coding: utf-8 -*-
 import django.db.models.deletion
 from django.conf import settings
 from django.db import migrations, models

-
 class Migration(migrations.Migration):

    dependencies = [
@@ -89,22 +89,22 @@ class Migration(migrations.Migration):
        ),
        migrations.AlterUniqueTogether(
            name='usercount',
-            unique_together={('user', 'property', 'end_time', 'interval')},
+            unique_together=set([('user', 'property', 'end_time', 'interval')]),
        ),
        migrations.AlterUniqueTogether(
            name='streamcount',
-            unique_together={('stream', 'property', 'end_time', 'interval')},
+            unique_together=set([('stream', 'property', 'end_time', 'interval')]),
        ),
        migrations.AlterUniqueTogether(
            name='realmcount',
-            unique_together={('realm', 'property', 'end_time', 'interval')},
+            unique_together=set([('realm', 'property', 'end_time', 'interval')]),
        ),
        migrations.AlterUniqueTogether(
            name='installationcount',
-            unique_together={('property', 'end_time', 'interval')},
+            unique_together=set([('property', 'end_time', 'interval')]),
        ),
        migrations.AlterUniqueTogether(
            name='huddlecount',
-            unique_together={('huddle', 'property', 'end_time', 'interval')},
+            unique_together=set([('huddle', 'property', 'end_time', 'interval')]),
        ),
    ]
--- a/analytics/migrations/0002_remove_huddlecount.py
+++ b/analytics/migrations/0002_remove_huddlecount.py
@@ -1,6 +1,6 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations

-
 class Migration(migrations.Migration):

    dependencies = [
@@ -10,7 +10,7 @@ class Migration(migrations.Migration):
    operations = [
        migrations.AlterUniqueTogether(
            name='huddlecount',
-            unique_together=set(),
+            unique_together=set([]),
        ),
        migrations.RemoveField(
            model_name='huddlecount',
--- a/analytics/migrations/0003_fillstate.py
+++ b/analytics/migrations/0003_fillstate.py
@@ -1,6 +1,6 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations, models

-
 class Migration(migrations.Migration):

    dependencies = [
--- a/analytics/migrations/0004_add_subgroup.py
+++ b/analytics/migrations/0004_add_subgroup.py
@@ -1,6 +1,6 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations, models

-
 class Migration(migrations.Migration):

    dependencies = [
--- a/analytics/migrations/0005_alter_field_size.py
+++ b/analytics/migrations/0005_alter_field_size.py
@@ -1,6 +1,6 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations, models

-
 class Migration(migrations.Migration):

    dependencies = [
--- a/analytics/migrations/0006_add_subgroup_to_unique_constraints.py
+++ b/analytics/migrations/0006_add_subgroup_to_unique_constraints.py
@@ -1,6 +1,6 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations

-
 class Migration(migrations.Migration):

    dependencies = [
@@ -10,18 +10,18 @@ class Migration(migrations.Migration):
    operations = [
        migrations.AlterUniqueTogether(
            name='installationcount',
-            unique_together={('property', 'subgroup', 'end_time', 'interval')},
+            unique_together=set([('property', 'subgroup', 'end_time', 'interval')]),
        ),
        migrations.AlterUniqueTogether(
            name='realmcount',
-            unique_together={('realm', 'property', 'subgroup', 'end_time', 'interval')},
+            unique_together=set([('realm', 'property', 'subgroup', 'end_time', 'interval')]),
        ),
        migrations.AlterUniqueTogether(
            name='streamcount',
-            unique_together={('stream', 'property', 'subgroup', 'end_time', 'interval')},
+            unique_together=set([('stream', 'property', 'subgroup', 'end_time', 'interval')]),
        ),
        migrations.AlterUniqueTogether(
            name='usercount',
-            unique_together={('user', 'property', 'subgroup', 'end_time', 'interval')},
+            unique_together=set([('user', 'property', 'subgroup', 'end_time', 'interval')]),
        ),
    ]
--- a/analytics/migrations/0007_remove_interval.py
+++ b/analytics/migrations/0007_remove_interval.py
@@ -1,7 +1,7 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.10.4 on 2017-01-16 20:50
 from django.db import migrations

-
 class Migration(migrations.Migration):

    dependencies = [
@@ -11,7 +11,7 @@ class Migration(migrations.Migration):
    operations = [
        migrations.AlterUniqueTogether(
            name='installationcount',
-            unique_together={('property', 'subgroup', 'end_time')},
+            unique_together=set([('property', 'subgroup', 'end_time')]),
        ),
        migrations.RemoveField(
            model_name='installationcount',
@@ -19,7 +19,7 @@ class Migration(migrations.Migration):
        ),
        migrations.AlterUniqueTogether(
            name='realmcount',
-            unique_together={('realm', 'property', 'subgroup', 'end_time')},
+            unique_together=set([('realm', 'property', 'subgroup', 'end_time')]),
        ),
        migrations.RemoveField(
            model_name='realmcount',
@@ -27,7 +27,7 @@ class Migration(migrations.Migration):
        ),
        migrations.AlterUniqueTogether(
            name='streamcount',
-            unique_together={('stream', 'property', 'subgroup', 'end_time')},
+            unique_together=set([('stream', 'property', 'subgroup', 'end_time')]),
        ),
        migrations.RemoveField(
            model_name='streamcount',
@@ -35,7 +35,7 @@ class Migration(migrations.Migration):
        ),
        migrations.AlterUniqueTogether(
            name='usercount',
-            unique_together={('user', 'property', 'subgroup', 'end_time')},
+            unique_together=set([('user', 'property', 'subgroup', 'end_time')]),
        ),
        migrations.RemoveField(
            model_name='usercount',
--- a/analytics/migrations/0008_add_count_indexes.py
+++ b/analytics/migrations/0008_add_count_indexes.py
@@ -1,7 +1,7 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.10.5 on 2017-02-01 22:28
 from django.db import migrations

-
 class Migration(migrations.Migration):

    dependencies = [
@@ -12,14 +12,14 @@ class Migration(migrations.Migration):
    operations = [
        migrations.AlterIndexTogether(
            name='realmcount',
-            index_together={('property', 'end_time')},
+            index_together=set([('property', 'end_time')]),
        ),
        migrations.AlterIndexTogether(
            name='streamcount',
-            index_together={('property', 'realm', 'end_time')},
+            index_together=set([('property', 'realm', 'end_time')]),
        ),
        migrations.AlterIndexTogether(
            name='usercount',
-            index_together={('property', 'realm', 'end_time')},
+            index_together=set([('property', 'realm', 'end_time')]),
        ),
    ]
--- a/analytics/migrations/0009_remove_messages_to_stream_stat.py
+++ b/analytics/migrations/0009_remove_messages_to_stream_stat.py
@@ -1,8 +1,8 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations
-from django.db.backends.postgresql.schema import DatabaseSchemaEditor
+from django.db.backends.postgresql_psycopg2.schema import DatabaseSchemaEditor
 from django.db.migrations.state import StateApps

-
 def delete_messages_sent_to_stream_stat(apps: StateApps, schema_editor: DatabaseSchemaEditor) -> None:
    UserCount = apps.get_model('analytics', 'UserCount')
    StreamCount = apps.get_model('analytics', 'StreamCount')
--- a/analytics/migrations/0010_clear_messages_sent_values.py
+++ b/analytics/migrations/0010_clear_messages_sent_values.py
@@ -1,8 +1,8 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations
-from django.db.backends.postgresql.schema import DatabaseSchemaEditor
+from django.db.backends.postgresql_psycopg2.schema import DatabaseSchemaEditor
 from django.db.migrations.state import StateApps

-
 def clear_message_sent_by_message_type_values(apps: StateApps, schema_editor: DatabaseSchemaEditor) -> None:
    UserCount = apps.get_model('analytics', 'UserCount')
    StreamCount = apps.get_model('analytics', 'StreamCount')
--- a/analytics/migrations/0011_clear_analytics_tables.py
+++ b/analytics/migrations/0011_clear_analytics_tables.py
@@ -1,8 +1,8 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations
-from django.db.backends.postgresql.schema import DatabaseSchemaEditor
+from django.db.backends.postgresql_psycopg2.schema import DatabaseSchemaEditor
 from django.db.migrations.state import StateApps

-
 def clear_analytics_tables(apps: StateApps, schema_editor: DatabaseSchemaEditor) -> None:
    UserCount = apps.get_model('analytics', 'UserCount')
    StreamCount = apps.get_model('analytics', 'StreamCount')
--- a/analytics/migrations/0012_add_on_delete.py
+++ b/analytics/migrations/0012_add_on_delete.py
@@ -1,7 +1,9 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.6 on 2018-01-29 08:14
+from __future__ import unicode_literals

-import django.db.models.deletion
 from django.db import migrations, models
+import django.db.models.deletion


 class Migration(migrations.Migration):
--- a/analytics/migrations/0013_remove_anomaly.py
+++ b/analytics/migrations/0013_remove_anomaly.py
@@ -1,4 +1,6 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.18 on 2019-02-02 02:47
+from __future__ import unicode_literals

 from django.db import migrations

--- a/analytics/migrations/0014_remove_fillstate_last_modified.py
+++ b/analytics/migrations/0014_remove_fillstate_last_modified.py
@@ -1,17 +0,0 @@
-# Generated by Django 1.11.26 on 2020-01-27 04:32
-
-from django.db import migrations
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ('analytics', '0013_remove_anomaly'),
-    ]
-
-    operations = [
-        migrations.RemoveField(
-            model_name='fillstate',
-            name='last_modified',
-        ),
-    ]
--- a/analytics/migrations/0015_clear_duplicate_counts.py
+++ b/analytics/migrations/0015_clear_duplicate_counts.py
@@ -1,53 +0,0 @@
-from django.db import migrations
-from django.db.backends.postgresql.schema import DatabaseSchemaEditor
-from django.db.migrations.state import StateApps
-from django.db.models import Count, Sum
-
-
-def clear_duplicate_counts(apps: StateApps, schema_editor: DatabaseSchemaEditor) -> None:
-    """This is a preparatory migration for our Analytics tables.
-
-    The backstory is that Django's unique_together indexes do not properly
-    handle the subgroup=None corner case (allowing duplicate rows that have a
-    subgroup of None), which meant that in race conditions, rather than updating
-    an existing row for the property/realm/time with subgroup=None, Django would
-    create a duplicate row.
-
-    In the next migration, we'll add a proper constraint to fix this bug, but
-    we need to fix any existing problematic rows before we can add that constraint.
-
-    We fix this in an appropriate fashion for each type of CountStat object; mainly
-    this means deleting the extra rows, but for LoggingCountStat objects, we need to
-    additionally combine the sums.
-    """
-    RealmCount = apps.get_model('analytics', 'RealmCount')
-
-    realm_counts = RealmCount.objects.filter(subgroup=None).values(
-        'realm_id', 'property', 'end_time').annotate(
-            Count('id'), Sum('value')).filter(id__count__gt=1)
-
-    for realm_count in realm_counts:
-        realm_count.pop('id__count')
-        total_value = realm_count.pop('value__sum')
-        duplicate_counts = list(RealmCount.objects.filter(**realm_count))
-        first_count = duplicate_counts[0]
-        if realm_count['property'] in ["invites_sent::day", "active_users_log:is_bot:day"]:
-            # For LoggingCountStat objects, the right fix is to combine the totals;
-            # for other CountStat objects, we expect the duplicates to have the same value.
-            # And so all we need to do is delete them.
-            first_count.value = total_value
-            first_count.save()
-        to_cleanup = duplicate_counts[1:]
-        for duplicate_count in to_cleanup:
-            duplicate_count.delete()
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ('analytics', '0014_remove_fillstate_last_modified'),
-    ]
-
-    operations = [
-        migrations.RunPython(clear_duplicate_counts,
-                             reverse_code=migrations.RunPython.noop),
-    ]
--- a/analytics/migrations/0016_unique_constraint_when_subgroup_null.py
+++ b/analytics/migrations/0016_unique_constraint_when_subgroup_null.py
@@ -1,61 +0,0 @@
-# Generated by Django 2.2.10 on 2020-02-29 19:40
-
-from django.db import migrations, models
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ('analytics', '0015_clear_duplicate_counts'),
-    ]
-
-    operations = [
-        migrations.AlterUniqueTogether(
-            name='installationcount',
-            unique_together=set(),
-        ),
-        migrations.AlterUniqueTogether(
-            name='realmcount',
-            unique_together=set(),
-        ),
-        migrations.AlterUniqueTogether(
-            name='streamcount',
-            unique_together=set(),
-        ),
-        migrations.AlterUniqueTogether(
-            name='usercount',
-            unique_together=set(),
-        ),
-        migrations.AddConstraint(
-            model_name='installationcount',
-            constraint=models.UniqueConstraint(condition=models.Q(subgroup__isnull=False), fields=('property', 'subgroup', 'end_time'), name='unique_installation_count'),
-        ),
-        migrations.AddConstraint(
-            model_name='installationcount',
-            constraint=models.UniqueConstraint(condition=models.Q(subgroup__isnull=True), fields=('property', 'end_time'), name='unique_installation_count_null_subgroup'),
-        ),
-        migrations.AddConstraint(
-            model_name='realmcount',
-            constraint=models.UniqueConstraint(condition=models.Q(subgroup__isnull=False), fields=('realm', 'property', 'subgroup', 'end_time'), name='unique_realm_count'),
-        ),
-        migrations.AddConstraint(
-            model_name='realmcount',
-            constraint=models.UniqueConstraint(condition=models.Q(subgroup__isnull=True), fields=('realm', 'property', 'end_time'), name='unique_realm_count_null_subgroup'),
-        ),
-        migrations.AddConstraint(
-            model_name='streamcount',
-            constraint=models.UniqueConstraint(condition=models.Q(subgroup__isnull=False), fields=('stream', 'property', 'subgroup', 'end_time'), name='unique_stream_count'),
-        ),
-        migrations.AddConstraint(
-            model_name='streamcount',
-            constraint=models.UniqueConstraint(condition=models.Q(subgroup__isnull=True), fields=('stream', 'property', 'end_time'), name='unique_stream_count_null_subgroup'),
-        ),
-        migrations.AddConstraint(
-            model_name='usercount',
-            constraint=models.UniqueConstraint(condition=models.Q(subgroup__isnull=False), fields=('user', 'property', 'subgroup', 'end_time'), name='unique_user_count'),
-        ),
-        migrations.AddConstraint(
-            model_name='usercount',
-            constraint=models.UniqueConstraint(condition=models.Q(subgroup__isnull=True), fields=('user', 'property', 'end_time'), name='unique_user_count_null_subgroup'),
-        ),
-    ]
--- a/analytics/models.py
+++ b/analytics/models.py
@@ -2,23 +2,23 @@ import datetime
 from typing import Optional

 from django.db import models
-from django.db.models import Q, UniqueConstraint

 from zerver.lib.timestamp import floor_to_day
 from zerver.models import Realm, Stream, UserProfile

-
 class FillState(models.Model):
-    property: str = models.CharField(max_length=40, unique=True)
-    end_time: datetime.datetime = models.DateTimeField()
+    property = models.CharField(max_length=40, unique=True)  # type: str
+    end_time = models.DateTimeField()  # type: datetime.datetime

    # Valid states are {DONE, STARTED}
    DONE = 1
    STARTED = 2
-    state: int = models.PositiveSmallIntegerField()
+    state = models.PositiveSmallIntegerField()  # type: int
+
+    last_modified = models.DateTimeField(auto_now=True)  # type: datetime.datetime

    def __str__(self) -> str:
-        return f"<FillState: {self.property} {self.end_time} {self.state}>"
+        return "<FillState: %s %s %s>" % (self.property, self.end_time, self.state)

 # The earliest/starting end_time in FillState
 # We assume there is at least one realm
@@ -38,10 +38,10 @@ class BaseCount(models.Model):
    # Note: When inheriting from BaseCount, you may want to rearrange
    # the order of the columns in the migration to make sure they
    # match how you'd like the table to be arranged.
-    property: str = models.CharField(max_length=32)
-    subgroup: Optional[str] = models.CharField(max_length=16, null=True)
-    end_time: datetime.datetime = models.DateTimeField()
-    value: int = models.BigIntegerField()
+    property = models.CharField(max_length=32)  # type: str
+    subgroup = models.CharField(max_length=16, null=True)  # type: Optional[str]
+    end_time = models.DateTimeField()  # type: datetime.datetime
+    value = models.BigIntegerField()  # type: int

    class Meta:
        abstract = True
@@ -49,83 +49,44 @@ class BaseCount(models.Model):
 class InstallationCount(BaseCount):

    class Meta:
-        # Handles invalid duplicate InstallationCount data
-        constraints = [
-            UniqueConstraint(
-                fields=["property", "subgroup", "end_time"],
-                condition=Q(subgroup__isnull=False),
-                name='unique_installation_count'),
-            UniqueConstraint(
-                fields=["property", "end_time"],
-                condition=Q(subgroup__isnull=True),
-                name='unique_installation_count_null_subgroup'),
-        ]
+        unique_together = ("property", "subgroup", "end_time")

    def __str__(self) -> str:
-        return f"<InstallationCount: {self.property} {self.subgroup} {self.value}>"
+        return "<InstallationCount: %s %s %s>" % (self.property, self.subgroup, self.value)

 class RealmCount(BaseCount):
    realm = models.ForeignKey(Realm, on_delete=models.CASCADE)

    class Meta:
-        # Handles invalid duplicate RealmCount data
-        constraints = [
-            UniqueConstraint(
-                fields=["realm", "property", "subgroup", "end_time"],
-                condition=Q(subgroup__isnull=False),
-                name='unique_realm_count'),
-            UniqueConstraint(
-                fields=["realm", "property", "end_time"],
-                condition=Q(subgroup__isnull=True),
-                name='unique_realm_count_null_subgroup'),
-        ]
+        unique_together = ("realm", "property", "subgroup", "end_time")
        index_together = ["property", "end_time"]

    def __str__(self) -> str:
-        return f"<RealmCount: {self.realm} {self.property} {self.subgroup} {self.value}>"
+        return "<RealmCount: %s %s %s %s>" % (self.realm, self.property, self.subgroup, self.value)

 class UserCount(BaseCount):
    user = models.ForeignKey(UserProfile, on_delete=models.CASCADE)
    realm = models.ForeignKey(Realm, on_delete=models.CASCADE)

    class Meta:
-        # Handles invalid duplicate UserCount data
-        constraints = [
-            UniqueConstraint(
-                fields=["user", "property", "subgroup", "end_time"],
-                condition=Q(subgroup__isnull=False),
-                name='unique_user_count'),
-            UniqueConstraint(
-                fields=["user", "property", "end_time"],
-                condition=Q(subgroup__isnull=True),
-                name='unique_user_count_null_subgroup'),
-        ]
+        unique_together = ("user", "property", "subgroup", "end_time")
        # This index dramatically improves the performance of
        # aggregating from users to realms
        index_together = ["property", "realm", "end_time"]

    def __str__(self) -> str:
-        return f"<UserCount: {self.user} {self.property} {self.subgroup} {self.value}>"
+        return "<UserCount: %s %s %s %s>" % (self.user, self.property, self.subgroup, self.value)

 class StreamCount(BaseCount):
    stream = models.ForeignKey(Stream, on_delete=models.CASCADE)
    realm = models.ForeignKey(Realm, on_delete=models.CASCADE)

    class Meta:
-        # Handles invalid duplicate StreamCount data
-        constraints = [
-            UniqueConstraint(
-                fields=["stream", "property", "subgroup", "end_time"],
-                condition=Q(subgroup__isnull=False),
-                name='unique_stream_count'),
-            UniqueConstraint(
-                fields=["stream", "property", "end_time"],
-                condition=Q(subgroup__isnull=True),
-                name='unique_stream_count_null_subgroup'),
-        ]
+        unique_together = ("stream", "property", "subgroup", "end_time")
        # This index dramatically improves the performance of
        # aggregating from streams to realms
        index_together = ["property", "realm", "end_time"]

    def __str__(self) -> str:
-        return f"<StreamCount: {self.stream} {self.property} {self.subgroup} {self.value} {self.id}>"
+        return "<StreamCount: %s %s %s %s %s>" % (
+            self.stream, self.property, self.subgroup, self.value, self.id)
--- a/analytics/tests/test_counts.py
+++ b/analytics/tests/test_counts.py
@@ -1,76 +1,39 @@
-from datetime import datetime, timedelta, timezone
+from datetime import datetime, timedelta
 from typing import Any, Dict, List, Optional, Tuple, Type
-from unittest import mock

+import mock
 import ujson
 from django.apps import apps
 from django.db import models
 from django.db.models import Sum
+from django.test import TestCase
 from django.utils.timezone import now as timezone_now
-from psycopg2.sql import SQL, Literal
+from django.utils.timezone import utc as timezone_utc

-from analytics.lib.counts import (
-    COUNT_STATS,
-    CountStat,
-    DependentCountStat,
-    LoggingCountStat,
-    do_aggregate_to_summary_table,
-    do_drop_all_analytics_tables,
-    do_drop_single_stat,
-    do_fill_count_stat_at_hour,
-    do_increment_logging_stat,
-    get_count_stats,
-    process_count_stat,
-    sql_data_collector,
-)
-from analytics.models import (
-    BaseCount,
-    FillState,
-    InstallationCount,
-    RealmCount,
-    StreamCount,
-    UserCount,
-    installation_epoch,
-)
-from zerver.lib.actions import (
-    InvitationError,
-    do_activate_user,
-    do_create_user,
-    do_deactivate_user,
-    do_invite_users,
-    do_mark_all_as_read,
-    do_mark_stream_messages_as_read,
-    do_reactivate_user,
-    do_resend_user_invite_email,
-    do_revoke_user_invite,
-    do_update_message_flags,
-    update_user_activity_interval,
-)
+from analytics.lib.counts import COUNT_STATS, CountStat, \
+    DependentCountStat, LoggingCountStat, do_aggregate_to_summary_table, \
+    do_drop_all_analytics_tables, do_drop_single_stat, \
+    do_fill_count_stat_at_hour, do_increment_logging_stat, \
+    process_count_stat, sql_data_collector
+from analytics.models import BaseCount, \
+    FillState, InstallationCount, RealmCount, StreamCount, \
+    UserCount, installation_epoch
+from zerver.lib.actions import do_activate_user, do_create_user, \
+    do_deactivate_user, do_reactivate_user, update_user_activity_interval, \
+    do_invite_users, do_revoke_user_invite, do_resend_user_invite_email, \
+    InvitationError
 from zerver.lib.create_user import create_user
-from zerver.lib.test_classes import ZulipTestCase
 from zerver.lib.timestamp import TimezoneNotUTCException, floor_to_day
 from zerver.lib.topic import DB_TOPIC_NAME
-from zerver.models import (
-    Client,
-    Huddle,
-    Message,
-    PreregistrationUser,
-    Realm,
-    RealmAuditLog,
-    Recipient,
-    Stream,
-    UserActivityInterval,
-    UserProfile,
-    get_client,
-    get_user,
-)
+from zerver.models import Client, Huddle, Message, Realm, \
+    RealmAuditLog, Recipient, Stream, UserActivityInterval, \
+    UserProfile, get_client, get_user, PreregistrationUser

-
-class AnalyticsTestCase(ZulipTestCase):
+class AnalyticsTestCase(TestCase):
    MINUTE = timedelta(seconds = 60)
    HOUR = MINUTE * 60
    DAY = HOUR * 24
-    TIME_ZERO = datetime(1988, 3, 14, tzinfo=timezone.utc)
+    TIME_ZERO = datetime(1988, 3, 14).replace(tzinfo=timezone_utc)
    TIME_LAST_HOUR = TIME_ZERO - HOUR

    def setUp(self) -> None:
@@ -80,13 +43,13 @@ class AnalyticsTestCase(ZulipTestCase):
        # used to generate unique names in self.create_*
        self.name_counter = 100
        # used as defaults in self.assertCountEquals
-        self.current_property: Optional[str] = None
+        self.current_property = None  # type: Optional[str]

    # Lightweight creation of users, streams, and messages
    def create_user(self, **kwargs: Any) -> UserProfile:
        self.name_counter += 1
        defaults = {
-            'email': f'user{self.name_counter}@domain.tld',
+            'email': 'user%s@domain.tld' % (self.name_counter,),
            'date_joined': self.TIME_LAST_HOUR,
            'full_name': 'full_name',
            'short_name': 'short_name',
@@ -97,37 +60,33 @@ class AnalyticsTestCase(ZulipTestCase):
            kwargs[key] = kwargs.get(key, value)
        kwargs['delivery_email'] = kwargs['email']
        with mock.patch("zerver.lib.create_user.timezone_now", return_value=kwargs['date_joined']):
-            pass_kwargs: Dict[str, Any] = {}
+            pass_kwargs = {}  # type: Dict[str, Any]
            if kwargs['is_bot']:
                pass_kwargs['bot_type'] = UserProfile.DEFAULT_BOT
                pass_kwargs['bot_owner'] = None
            return create_user(kwargs['email'], 'password', kwargs['realm'],
                               active=kwargs['is_active'],
                               full_name=kwargs['full_name'], short_name=kwargs['short_name'],
-                               role=UserProfile.ROLE_REALM_ADMINISTRATOR, **pass_kwargs)
+                               is_realm_admin=True, **pass_kwargs)

    def create_stream_with_recipient(self, **kwargs: Any) -> Tuple[Stream, Recipient]:
        self.name_counter += 1
-        defaults = {'name': f'stream name {self.name_counter}',
+        defaults = {'name': 'stream name %s' % (self.name_counter,),
                    'realm': self.default_realm,
                    'date_created': self.TIME_LAST_HOUR}
        for key, value in defaults.items():
            kwargs[key] = kwargs.get(key, value)
        stream = Stream.objects.create(**kwargs)
        recipient = Recipient.objects.create(type_id=stream.id, type=Recipient.STREAM)
-        stream.recipient = recipient
-        stream.save(update_fields=["recipient"])
        return stream, recipient

    def create_huddle_with_recipient(self, **kwargs: Any) -> Tuple[Huddle, Recipient]:
        self.name_counter += 1
-        defaults = {'huddle_hash': f'hash{self.name_counter}'}
+        defaults = {'huddle_hash': 'hash%s' % (self.name_counter,)}
        for key, value in defaults.items():
            kwargs[key] = kwargs.get(key, value)
        huddle = Huddle.objects.create(**kwargs)
        recipient = Recipient.objects.create(type_id=huddle.id, type=Recipient.HUDDLE)
-        huddle.recipient = recipient
-        huddle.save(update_fields=["recipient"])
        return huddle, recipient

    def create_message(self, sender: UserProfile, recipient: Recipient, **kwargs: Any) -> Message:
@@ -186,7 +145,7 @@ class AnalyticsTestCase(ZulipTestCase):
            'end_time': self.TIME_ZERO,
            'value': 1}
        for values in arg_values:
-            kwargs: Dict[str, Any] = {}
+            kwargs = {}  # type: Dict[str, Any]
            for i in range(len(values)):
                kwargs[arg_keys[i]] = values[i]
            for key, value in defaults.items():
@@ -204,13 +163,8 @@ class AnalyticsTestCase(ZulipTestCase):

 class TestProcessCountStat(AnalyticsTestCase):
    def make_dummy_count_stat(self, property: str) -> CountStat:
-        query = lambda kwargs: SQL("""
-            INSERT INTO analytics_realmcount (realm_id, value, property, end_time)
-            VALUES ({default_realm_id}, 1, {property}, %(time_end)s)
-        """).format(
-            default_realm_id=Literal(self.default_realm.id),
-            property=Literal(property),
-        )
+        query = """INSERT INTO analytics_realmcount (realm_id, value, property, end_time)
+                   VALUES (%s, 1, '%s', %%%%(time_end)s)""" % (self.default_realm.id, property)
        return CountStat(property, sql_data_collector(RealmCount, query, None), CountStat.HOUR)

    def assertFillStateEquals(self, stat: CountStat, end_time: datetime,
@@ -308,13 +262,8 @@ class TestProcessCountStat(AnalyticsTestCase):
    def test_process_dependent_stat(self) -> None:
        stat1 = self.make_dummy_count_stat('stat1')
        stat2 = self.make_dummy_count_stat('stat2')
-        query = lambda kwargs: SQL("""
-            INSERT INTO analytics_realmcount (realm_id, value, property, end_time)
-            VALUES ({default_realm_id}, 1, {property}, %(time_end)s)
-        """).format(
-            default_realm_id=Literal(self.default_realm.id),
-            property=Literal('stat3'),
-        )
+        query = """INSERT INTO analytics_realmcount (realm_id, value, property, end_time)
+                   VALUES (%s, 1, '%s', %%%%(time_end)s)""" % (self.default_realm.id, 'stat3')
        stat3 = DependentCountStat('stat3', sql_data_collector(RealmCount, query, None),
                                   CountStat.HOUR,
                                   dependencies=['stat1', 'stat2'])
@@ -347,13 +296,8 @@ class TestProcessCountStat(AnalyticsTestCase):
        self.assertFillStateEquals(stat3, hour[2])

        # test daily dependent stat with hourly dependencies
-        query = lambda kwargs: SQL("""
-            INSERT INTO analytics_realmcount (realm_id, value, property, end_time)
-            VALUES ({default_realm_id}, 1, {property}, %(time_end)s)
-        """).format(
-            default_realm_id=Literal(self.default_realm.id),
-            property=Literal('stat4'),
-        )
+        query = """INSERT INTO analytics_realmcount (realm_id, value, property, end_time)
+                   VALUES (%s, 1, '%s', %%%%(time_end)s)""" % (self.default_realm.id, 'stat4')
        stat4 = DependentCountStat('stat4', sql_data_collector(RealmCount, query, None),
                                   CountStat.DAY,
                                   dependencies=['stat1', 'stat2'])
@@ -376,10 +320,10 @@ class TestCountStats(AnalyticsTestCase):
            date_created=self.TIME_ZERO-2*self.DAY)
        for minutes_ago in [0, 1, 61, 60*24+1]:
            creation_time = self.TIME_ZERO - minutes_ago*self.MINUTE
-            user = self.create_user(email=f'user-{minutes_ago}@second.analytics',
+            user = self.create_user(email='user-%s@second.analytics' % (minutes_ago,),
                                    realm=self.second_realm, date_joined=creation_time)
            recipient = self.create_stream_with_recipient(
-                name=f'stream {minutes_ago}', realm=self.second_realm,
+                name='stream %s' % (minutes_ago,), realm=self.second_realm,
                date_created=creation_time)[1]
            self.create_message(user, recipient, date_sent=creation_time)
        self.hourly_user = get_user('user-1@second.analytics', self.second_realm)
@@ -419,29 +363,6 @@ class TestCountStats(AnalyticsTestCase):
        self.assertTableState(UserCount, [], [])
        self.assertTableState(StreamCount, [], [])

-    def test_active_users_by_is_bot_for_realm_constraint(self) -> None:
-        # For single Realm
-
-        COUNT_STATS = get_count_stats(self.default_realm)
-        stat = COUNT_STATS['active_users:is_bot:day']
-        self.current_property = stat.property
-
-        # To be included
-        self.create_user(is_bot=True, date_joined=self.TIME_ZERO-25*self.HOUR)
-        self.create_user(is_bot=False)
-
-        # To be excluded
-        self.create_user(email='test@second.analytics',
-                         realm=self.second_realm, date_joined=self.TIME_ZERO-2*self.DAY)
-
-        do_fill_count_stat_at_hour(stat, self.TIME_ZERO, self.default_realm)
-        self.assertTableState(RealmCount, ['value', 'subgroup'],
-                              [[1, 'true'], [1, 'false']])
-        # No aggregation to InstallationCount with realm constraint
-        self.assertTableState(InstallationCount, ['value', 'subgroup'], [])
-        self.assertTableState(UserCount, [], [])
-        self.assertTableState(StreamCount, [], [])
-
    def test_messages_sent_by_is_bot(self) -> None:
        stat = COUNT_STATS['messages_sent:is_bot:hour']
        self.current_property = stat.property
@@ -471,46 +392,6 @@ class TestCountStats(AnalyticsTestCase):
        self.assertTableState(InstallationCount, ['value', 'subgroup'], [[3, 'false'], [3, 'true']])
        self.assertTableState(StreamCount, [], [])

-    def test_messages_sent_by_is_bot_realm_constraint(self) -> None:
-        # For single Realm
-
-        COUNT_STATS = get_count_stats(self.default_realm)
-        stat = COUNT_STATS['messages_sent:is_bot:hour']
-        self.current_property = stat.property
-
-        bot = self.create_user(is_bot=True)
-        human1 = self.create_user()
-        human2 = self.create_user()
-        recipient_human1 = Recipient.objects.get(type_id=human1.id,
-                                                 type=Recipient.PERSONAL)
-
-        recipient_stream = self.create_stream_with_recipient()[1]
-        recipient_huddle = self.create_huddle_with_recipient()[1]
-
-        # To be included
-        self.create_message(bot, recipient_human1)
-        self.create_message(bot, recipient_stream)
-        self.create_message(bot, recipient_huddle)
-        self.create_message(human1, recipient_human1)
-        self.create_message(human2, recipient_human1)
-
-        # To be excluded
-        self.create_message(self.hourly_user, recipient_human1)
-        self.create_message(self.hourly_user, recipient_stream)
-        self.create_message(self.hourly_user, recipient_huddle)
-
-        do_fill_count_stat_at_hour(stat, self.TIME_ZERO, self.default_realm)
-
-        self.assertTableState(UserCount, ['value', 'subgroup', 'user'],
-                              [[1, 'false', human1], [1, 'false', human2],
-                               [3, 'true', bot]])
-        self.assertTableState(RealmCount, ['value', 'subgroup', 'realm'],
-                              [[2, 'false', self.default_realm],
-                               [3, 'true', self.default_realm]])
-        # No aggregation to InstallationCount with realm constraint
-        self.assertTableState(InstallationCount, ['value', 'subgroup'], [])
-        self.assertTableState(StreamCount, [], [])
-
    def test_messages_sent_by_message_type(self) -> None:
        stat = COUNT_STATS['messages_sent:message_type:day']
        self.current_property = stat.property
@@ -573,43 +454,6 @@ class TestCountStats(AnalyticsTestCase):
                               [2, 'huddle_message']])
        self.assertTableState(StreamCount, [], [])

-    def test_messages_sent_by_message_type_realm_constraint(self) -> None:
-        # For single Realm
-
-        COUNT_STATS = get_count_stats(self.default_realm)
-        stat = COUNT_STATS['messages_sent:message_type:day']
-        self.current_property = stat.property
-
-        user = self.create_user()
-        user_recipient = Recipient.objects.get(type_id=user.id, type=Recipient.PERSONAL)
-        private_stream_recipient = self.create_stream_with_recipient(invite_only=True)[1]
-        stream_recipient = self.create_stream_with_recipient()[1]
-        huddle_recipient = self.create_huddle_with_recipient()[1]
-
-        # To be included
-        self.create_message(user, user_recipient)
-        self.create_message(user, private_stream_recipient)
-        self.create_message(user, stream_recipient)
-        self.create_message(user, huddle_recipient)
-
-        do_fill_count_stat_at_hour(stat, self.TIME_ZERO, self.default_realm)
-
-        # To be excluded
-        self.create_message(self.hourly_user, user_recipient)
-        self.create_message(self.hourly_user, private_stream_recipient)
-        self.create_message(self.hourly_user, stream_recipient)
-        self.create_message(self.hourly_user, huddle_recipient)
-
-        self.assertTableState(UserCount, ['value', 'subgroup', 'user'],
-                              [[1, 'private_message', user], [1, 'private_stream', user],
-                               [1, 'huddle_message', user], [1, 'public_stream', user]])
-        self.assertTableState(RealmCount, ['value', 'subgroup'],
-                              [[1, 'private_message'], [1, 'private_stream'],
-                               [1, 'public_stream'], [1, 'huddle_message']])
-        # No aggregation to InstallationCount with realm constraint
-        self.assertTableState(InstallationCount, ['value', 'subgroup'], [])
-        self.assertTableState(StreamCount, [], [])
-
    def test_messages_sent_to_recipients_with_same_id(self) -> None:
        stat = COUNT_STATS['messages_sent:message_type:day']
        self.current_property = stat.property
@@ -664,42 +508,6 @@ class TestCountStats(AnalyticsTestCase):
                              [[4, website_client_id], [3, client2_id]])
        self.assertTableState(StreamCount, [], [])

-    def test_messages_sent_by_client_realm_constraint(self) -> None:
-        # For single Realm
-
-        COUNT_STATS = get_count_stats(self.default_realm)
-        stat = COUNT_STATS['messages_sent:client:day']
-        self.current_property = stat.property
-
-        user1 = self.create_user(is_bot=True)
-        user2 = self.create_user()
-        recipient_user2 = Recipient.objects.get(type_id=user2.id, type=Recipient.PERSONAL)
-
-        client2 = Client.objects.create(name='client2')
-
-        # TO be included
-        self.create_message(user1, recipient_user2, sending_client=client2)
-        self.create_message(user2, recipient_user2, sending_client=client2)
-        self.create_message(user2, recipient_user2)
-
-        # To be excluded
-        self.create_message(self.hourly_user, recipient_user2, sending_client=client2)
-        self.create_message(self.hourly_user, recipient_user2, sending_client=client2)
-        self.create_message(self.hourly_user, recipient_user2)
-
-        do_fill_count_stat_at_hour(stat, self.TIME_ZERO, self.default_realm)
-
-        client2_id = str(client2.id)
-        website_client_id = str(get_client('website').id)  # default for self.create_message
-        self.assertTableState(UserCount, ['value', 'subgroup', 'user'],
-                              [[1, client2_id, user1], [1, client2_id, user2],
-                               [1, website_client_id, user2]])
-        self.assertTableState(RealmCount, ['value', 'subgroup'],
-                              [[1, website_client_id], [2, client2_id]])
-        # No aggregation to InstallationCount with realm constraint
-        self.assertTableState(InstallationCount, ['value', 'subgroup'], [])
-        self.assertTableState(StreamCount, [], [])
-
    def test_messages_sent_to_stream_by_is_bot(self) -> None:
        stat = COUNT_STATS['messages_in_stream:is_bot:day']
        self.current_property = stat.property
@@ -737,39 +545,6 @@ class TestCountStats(AnalyticsTestCase):
        self.assertTableState(InstallationCount, ['value', 'subgroup'], [[5, 'false'], [2, 'true']])
        self.assertTableState(UserCount, [], [])

-    def test_messages_sent_to_stream_by_is_bot_realm_constraint(self) -> None:
-        # For single Realm
-
-        COUNT_STATS = get_count_stats(self.default_realm)
-        stat = COUNT_STATS['messages_in_stream:is_bot:day']
-        self.current_property = stat.property
-
-        human1 = self.create_user()
-        bot = self.create_user(is_bot=True)
-
-        realm = {'realm': self.second_realm}
-        stream1, recipient_stream1 = self.create_stream_with_recipient()
-        stream2, recipient_stream2 = self.create_stream_with_recipient(**realm)
-
-        # To be included
-        self.create_message(human1, recipient_stream1)
-        self.create_message(bot, recipient_stream1)
-
-        # To be excluded
-        self.create_message(self.hourly_user, recipient_stream2)
-        self.create_message(self.daily_user, recipient_stream2)
-
-        do_fill_count_stat_at_hour(stat, self.TIME_ZERO, self.default_realm)
-
-        self.assertTableState(StreamCount, ['value', 'subgroup', 'stream'],
-                              [[1, 'false', stream1],
-                               [1, 'true', stream1]])
-        self.assertTableState(RealmCount, ['value', 'subgroup', 'realm'],
-                              [[1, 'false'], [1, 'true']])
-        # No aggregation to InstallationCount with realm constraint
-        self.assertTableState(InstallationCount, ['value', 'subgroup'], [])
-        self.assertTableState(UserCount, [], [])
-
    def create_interval(self, user: UserProfile, start_offset: timedelta,
                        end_offset: timedelta) -> None:
        UserActivityInterval.objects.create(
@@ -819,34 +594,6 @@ class TestCountStats(AnalyticsTestCase):
        self.assertTableState(InstallationCount, ['value'], [[6]])
        self.assertTableState(StreamCount, [], [])

-    def test_1day_actives_realm_constraint(self) -> None:
-        # For single Realm
-
-        COUNT_STATS = get_count_stats(self.default_realm)
-        stat = COUNT_STATS['1day_actives::day']
-        self.current_property = stat.property
-
-        _1day = 1*self.DAY - UserActivityInterval.MIN_INTERVAL_LENGTH
-        user1 = self.create_user()
-        user2 = self.create_user()
-
-        # To be included
-        self.create_interval(user1, 20*self.HOUR, 19*self.HOUR)
-        self.create_interval(user2, _1day + self.DAY, _1day)
-
-        # To be excluded
-        user3 = self.create_user(realm=self.second_realm)
-        self.create_interval(user3, 20*self.MINUTE, 19*self.MINUTE)
-
-        do_fill_count_stat_at_hour(stat, self.TIME_ZERO, self.default_realm)
-        self.assertTableState(UserCount, ['value', 'user'],
-                              [[1, user2], [1, user2]])
-        self.assertTableState(RealmCount, ['value', 'realm'],
-                              [[2, self.default_realm]])
-        # No aggregation to InstallationCount with realm constraint
-        self.assertTableState(InstallationCount, ['value'], [])
-        self.assertTableState(StreamCount, [], [])
-
    def test_15day_actives(self) -> None:
        stat = COUNT_STATS['15day_actives::day']
        self.current_property = stat.property
@@ -890,36 +637,6 @@ class TestCountStats(AnalyticsTestCase):
        self.assertTableState(InstallationCount, ['value'], [[6]])
        self.assertTableState(StreamCount, [], [])

-    def test_15day_actives_realm_constraint(self) -> None:
-        # For single Realm
-
-        COUNT_STATS = get_count_stats(self.default_realm)
-        stat = COUNT_STATS['15day_actives::day']
-        self.current_property = stat.property
-
-        _15day = 15*self.DAY - UserActivityInterval.MIN_INTERVAL_LENGTH
-
-        user1 = self.create_user()
-        user2 = self.create_user()
-        user3 = self.create_user(realm=self.second_realm)
-
-        # To be included
-        self.create_interval(user1, _15day + self.DAY, _15day)
-        self.create_interval(user2, 20*self.HOUR, 19*self.HOUR)
-
-        # To be excluded
-        self.create_interval(user3, 20*self.HOUR, 19*self.HOUR)
-
-        do_fill_count_stat_at_hour(stat, self.TIME_ZERO, self.default_realm)
-
-        self.assertTableState(UserCount, ['value', 'user'],
-                              [[1, user1], [1, user2]])
-        self.assertTableState(RealmCount, ['value', 'realm'],
-                              [[2, self.default_realm]])
-        # No aggregation to InstallationCount with realm constraint
-        self.assertTableState(InstallationCount, ['value'], [])
-        self.assertTableState(StreamCount, [], [])
-
    def test_minutes_active(self) -> None:
        stat = COUNT_STATS['minutes_active::day']
        self.current_property = stat.property
@@ -962,35 +679,6 @@ class TestCountStats(AnalyticsTestCase):
        self.assertTableState(InstallationCount, ['value'], [[61 + 121 + 24*60 + 1]])
        self.assertTableState(StreamCount, [], [])

-    def test_minutes_active_realm_constraint(self) -> None:
-        # For single Realm
-
-        COUNT_STATS = get_count_stats(self.default_realm)
-        stat = COUNT_STATS['minutes_active::day']
-        self.current_property = stat.property
-
-        # Outside time range, should not appear. Also testing for intervals
-        # starting and ending on boundary
-        user1 = self.create_user()
-        user2 = self.create_user()
-        user3 = self.create_user(realm=self.second_realm)
-
-        # To be included
-        self.create_interval(user1, 20*self.HOUR, 19*self.HOUR)
-        self.create_interval(user2, 20*self.MINUTE, 19*self.MINUTE)
-
-        # To be excluded
-        self.create_interval(user3, 20*self.MINUTE, 19*self.MINUTE)
-
-        do_fill_count_stat_at_hour(stat, self.TIME_ZERO, self.default_realm)
-        self.assertTableState(UserCount, ['value', 'user'],
-                              [[60, user1], [1, user2]])
-        self.assertTableState(RealmCount, ['value', 'realm'],
-                              [[60 + 1, self.default_realm]])
-        # No aggregation to InstallationCount with realm constraint
-        self.assertTableState(InstallationCount, ['value'], [])
-        self.assertTableState(StreamCount, [], [])
-
 class TestDoAggregateToSummaryTable(AnalyticsTestCase):
    # do_aggregate_to_summary_table is mostly tested by the end to end
    # nature of the tests in TestCountStats. But want to highlight one
@@ -1057,12 +745,12 @@ class TestDoIncrementLoggingStat(AnalyticsTestCase):
        self.current_property = 'test'
        self.assertTableState(RealmCount, ['value', 'subgroup', 'end_time'],
                              [[1, 'subgroup1', self.TIME_ZERO], [1, 'subgroup2', self.TIME_ZERO],
-                               [1, 'subgroup1', self.TIME_LAST_HOUR]])
+                              [1, 'subgroup1', self.TIME_LAST_HOUR]])
        # This should trigger the get part of get_or_create
        do_increment_logging_stat(self.default_realm, stat, 'subgroup1', self.TIME_ZERO)
        self.assertTableState(RealmCount, ['value', 'subgroup', 'end_time'],
                              [[2, 'subgroup1', self.TIME_ZERO], [1, 'subgroup2', self.TIME_ZERO],
-                               [1, 'subgroup1', self.TIME_LAST_HOUR]])
+                              [1, 'subgroup1', self.TIME_LAST_HOUR]])

    def test_increment(self) -> None:
        stat = LoggingCountStat('test', RealmCount, CountStat.DAY)
@@ -1154,39 +842,6 @@ class TestLoggingCountStats(AnalyticsTestCase):
        do_resend_user_invite_email(PreregistrationUser.objects.first())
        assertInviteCountEquals(6)

-    def test_messages_read_hour(self) -> None:
-        read_count_property = 'messages_read::hour'
-        interactions_property = 'messages_read_interactions::hour'
-
-        user1 = self.create_user()
-        user2 = self.create_user()
-        stream, recipient = self.create_stream_with_recipient()
-        self.subscribe(user1, stream.name)
-        self.subscribe(user2, stream.name)
-
-        self.send_personal_message(user1, user2)
-        client = get_client("website")
-        do_mark_all_as_read(user2, client)
-        self.assertEqual(1, UserCount.objects.filter(property=read_count_property)
-                         .aggregate(Sum('value'))['value__sum'])
-        self.assertEqual(1, UserCount.objects.filter(property=interactions_property)
-                         .aggregate(Sum('value'))['value__sum'])
-
-        self.send_stream_message(user1, stream.name)
-        self.send_stream_message(user1, stream.name)
-        do_mark_stream_messages_as_read(user2, client, stream)
-        self.assertEqual(3, UserCount.objects.filter(property=read_count_property)
-                         .aggregate(Sum('value'))['value__sum'])
-        self.assertEqual(2, UserCount.objects.filter(property=interactions_property)
-                         .aggregate(Sum('value'))['value__sum'])
-
-        message = self.send_stream_message(user2, stream.name)
-        do_update_message_flags(user1, client, 'add', 'read', [message])
-        self.assertEqual(4, UserCount.objects.filter(property=read_count_property)
-                         .aggregate(Sum('value'))['value__sum'])
-        self.assertEqual(3, UserCount.objects.filter(property=interactions_property)
-                         .aggregate(Sum('value'))['value__sum'])
-
 class TestDeleteStats(AnalyticsTestCase):
    def test_do_drop_all_analytics_tables(self) -> None:
        user = self.create_user()
@@ -1448,7 +1103,6 @@ class TestRealmActiveHumans(AnalyticsTestCase):
        self.create_user(realm=third_realm)

        RealmCount.objects.all().delete()
-        InstallationCount.objects.all().delete()
        for i in [-1, 0, 1]:
            do_fill_count_stat_at_hour(self.stat, self.TIME_ZERO + i*self.DAY)
        self.assertTableState(RealmCount, ['value', 'realm', 'end_time'],
--- a/analytics/tests/test_fixtures.py
+++ b/analytics/tests/test_fixtures.py
@@ -2,7 +2,6 @@ from analytics.lib.counts import CountStat
 from analytics.lib.fixtures import generate_time_series_data
 from zerver.lib.test_classes import ZulipTestCase

-
 # A very light test suite; the code being tested is not run in production.
 class TestFixtures(ZulipTestCase):
    def test_deterministic_settings(self) -> None:
--- a/analytics/tests/test_views.py
+++ b/analytics/tests/test_views.py
@@ -1,27 +1,28 @@
-from datetime import datetime, timedelta, timezone
+from datetime import datetime, timedelta
 from typing import List, Optional
-from unittest import mock

-import ujson
+import mock
+from django.utils.timezone import utc
 from django.http import HttpResponse
-from django.utils.timezone import now as timezone_now
+import ujson

 from analytics.lib.counts import COUNT_STATS, CountStat
 from analytics.lib.time_utils import time_range
-from analytics.models import FillState, RealmCount, UserCount, last_successful_fill
-from analytics.views import rewrite_client_arrays, sort_by_totals, sort_client_labels
-from corporate.models import get_customer_by_realm
-from zerver.lib.actions import do_create_multiuse_invite_link, do_send_realm_reactivation_email
+from analytics.models import FillState, \
+    RealmCount, UserCount, last_successful_fill
+from analytics.views import rewrite_client_arrays, \
+    sort_by_totals, sort_client_labels
 from zerver.lib.test_classes import ZulipTestCase
-from zerver.lib.test_helpers import reset_emails_in_zulip_realm
-from zerver.lib.timestamp import ceiling_to_day, ceiling_to_hour, datetime_to_timestamp
-from zerver.models import Client, MultiuseInvite, PreregistrationUser, get_realm
-
+from zerver.lib.timestamp import ceiling_to_day, \
+    ceiling_to_hour, datetime_to_timestamp
+from zerver.lib.actions import do_create_multiuse_invite_link, \
+    do_send_realm_reactivation_email
+from zerver.models import Client, get_realm, MultiuseInvite

 class TestStatsEndpoint(ZulipTestCase):
    def test_stats(self) -> None:
        self.user = self.example_user('hamlet')
-        self.login_user(self.user)
+        self.login(self.user.email)
        result = self.client_get('/stats')
        self.assertEqual(result.status_code, 200)
        # Check that we get something back
@@ -29,7 +30,7 @@ class TestStatsEndpoint(ZulipTestCase):

    def test_guest_user_cant_access_stats(self) -> None:
        self.user = self.example_user('polonius')
-        self.login_user(self.user)
+        self.login(self.user.email)
        result = self.client_get('/stats')
        self.assert_json_error(result, "Not allowed for guest users", 400)

@@ -37,15 +38,15 @@ class TestStatsEndpoint(ZulipTestCase):
        self.assert_json_error(result, "Not allowed for guest users", 400)

    def test_stats_for_realm(self) -> None:
-        user = self.example_user('hamlet')
-        self.login_user(user)
+        user_profile = self.example_user('hamlet')
+        self.login(user_profile.email)

        result = self.client_get('/stats/realm/zulip/')
        self.assertEqual(result.status_code, 302)

-        user = self.example_user('hamlet')
-        user.is_staff = True
-        user.save(update_fields=['is_staff'])
+        user_profile = self.example_user('hamlet')
+        user_profile.is_staff = True
+        user_profile.save(update_fields=['is_staff'])

        result = self.client_get('/stats/realm/not_existing_realm/')
        self.assertEqual(result.status_code, 302)
@@ -55,15 +56,15 @@ class TestStatsEndpoint(ZulipTestCase):
        self.assert_in_response("Zulip analytics for", result)

    def test_stats_for_installation(self) -> None:
-        user = self.example_user('hamlet')
-        self.login_user(user)
+        user_profile = self.example_user('hamlet')
+        self.login(user_profile.email)

        result = self.client_get('/stats/installation')
        self.assertEqual(result.status_code, 302)

-        user = self.example_user('hamlet')
-        user.is_staff = True
-        user.save(update_fields=['is_staff'])
+        user_profile = self.example_user('hamlet')
+        user_profile.is_staff = True
+        user_profile.save(update_fields=['is_staff'])

        result = self.client_get('/stats/installation')
        self.assertEqual(result.status_code, 200)
@@ -74,7 +75,7 @@ class TestGetChartData(ZulipTestCase):
        super().setUp()
        self.realm = get_realm('zulip')
        self.user = self.example_user('hamlet')
-        self.login_user(self.user)
+        self.login(self.user.email)
        self.end_times_hour = [ceiling_to_hour(self.realm.date_created) + timedelta(hours=i)
                               for i in range(4)]
        self.end_times_day = [ceiling_to_day(self.realm.date_created) + timedelta(days=i)
@@ -182,23 +183,6 @@ class TestGetChartData(ZulipTestCase):
            'result': 'success',
        })

-    def test_messages_read_over_time(self) -> None:
-        stat = COUNT_STATS['messages_read::hour']
-        self.insert_data(stat, [None], [])
-        result = self.client_get('/json/analytics/chart_data',
-                                 {'chart_name': 'messages_read_over_time'})
-        self.assert_json_success(result)
-        data = result.json()
-        self.assertEqual(data, {
-            'msg': '',
-            'end_times': [datetime_to_timestamp(dt) for dt in self.end_times_hour],
-            'frequency': CountStat.HOUR,
-            'everyone': {'read': self.data(100)},
-            'user': {'read': self.data(0)},
-            'display_order': None,
-            'result': 'success',
-        })
-
    def test_include_empty_subgroups(self) -> None:
        FillState.objects.create(
            property='realm_active_humans::day', end_time=self.end_times_day[0],
@@ -301,86 +285,24 @@ class TestGetChartData(ZulipTestCase):
        self.assert_json_error_contains(result, 'Unknown chart name')

    def test_analytics_not_running(self) -> None:
-        realm = get_realm("zulip")
-
-        self.assertEqual(FillState.objects.count(), 0)
-
-        realm.date_created = timezone_now() - timedelta(days=3)
-        realm.save(update_fields=["date_created"])
+        # try to get data for a valid chart, but before we've put anything in the database
+        # (e.g. before update_analytics_counts has been run)
        with mock.patch('logging.warning'):
            result = self.client_get('/json/analytics/chart_data',
-                                     {'chart_name': 'messages_sent_over_time'})
+                                     {'chart_name': 'number_of_humans'})
        self.assert_json_error_contains(result, 'No analytics data available')

-        realm.date_created = timezone_now() - timedelta(days=1, hours=2)
-        realm.save(update_fields=["date_created"])
-        with mock.patch('logging.warning'):
-            result = self.client_get('/json/analytics/chart_data',
-                                     {'chart_name': 'messages_sent_over_time'})
-        self.assert_json_error_contains(result, 'No analytics data available')
-
-        realm.date_created = timezone_now() - timedelta(days=1, minutes=10)
-        realm.save(update_fields=["date_created"])
-        result = self.client_get('/json/analytics/chart_data',
-                                 {'chart_name': 'messages_sent_over_time'})
-        self.assert_json_success(result)
-
-        realm.date_created = timezone_now() - timedelta(hours=10)
-        realm.save(update_fields=["date_created"])
-        result = self.client_get('/json/analytics/chart_data',
-                                 {'chart_name': 'messages_sent_over_time'})
-        self.assert_json_success(result)
-
-        end_time = timezone_now() - timedelta(days=5)
-        fill_state = FillState.objects.create(property='messages_sent:is_bot:hour', end_time=end_time,
-                                              state=FillState.DONE)
-
-        realm.date_created = timezone_now() - timedelta(days=3)
-        realm.save(update_fields=["date_created"])
-        with mock.patch('logging.warning'):
-            result = self.client_get('/json/analytics/chart_data',
-                                     {'chart_name': 'messages_sent_over_time'})
-        self.assert_json_error_contains(result, 'No analytics data available')
-
-        realm.date_created = timezone_now() - timedelta(days=1, minutes=10)
-        realm.save(update_fields=["date_created"])
-        result = self.client_get('/json/analytics/chart_data',
-                                 {'chart_name': 'messages_sent_over_time'})
-        self.assert_json_success(result)
-
-        end_time = timezone_now() - timedelta(days=2)
-        fill_state.end_time = end_time
-        fill_state.save(update_fields=["end_time"])
-
-        realm.date_created = timezone_now() - timedelta(days=3)
-        realm.save(update_fields=["date_created"])
-        result = self.client_get('/json/analytics/chart_data',
-                                 {'chart_name': 'messages_sent_over_time'})
-        self.assert_json_success(result)
-
-        realm.date_created = timezone_now() - timedelta(days=1, hours=2)
-        realm.save(update_fields=["date_created"])
-        with mock.patch('logging.warning'):
-            result = self.client_get('/json/analytics/chart_data',
-                                     {'chart_name': 'messages_sent_over_time'})
-        self.assert_json_error_contains(result, 'No analytics data available')
-
-        realm.date_created = timezone_now() - timedelta(days=1, minutes=10)
-        realm.save(update_fields=["date_created"])
-        result = self.client_get('/json/analytics/chart_data', {'chart_name': 'messages_sent_over_time'})
-        self.assert_json_success(result)
-
    def test_get_chart_data_for_realm(self) -> None:
-        user = self.example_user('hamlet')
-        self.login_user(user)
+        user_profile = self.example_user('hamlet')
+        self.login(user_profile.email)

-        result = self.client_get('/json/analytics/chart_data/realm/zulip',
+        result = self.client_get('/json/analytics/chart_data/realm/zulip/',
                                 {'chart_name': 'number_of_humans'})
        self.assert_json_error(result, "Must be an server administrator", 400)

-        user = self.example_user('hamlet')
-        user.is_staff = True
-        user.save(update_fields=['is_staff'])
+        user_profile = self.example_user('hamlet')
+        user_profile.is_staff = True
+        user_profile.save(update_fields=['is_staff'])
        stat = COUNT_STATS['realm_active_humans::day']
        self.insert_data(stat, [None], [])

@@ -393,16 +315,16 @@ class TestGetChartData(ZulipTestCase):
        self.assert_json_success(result)

    def test_get_chart_data_for_installation(self) -> None:
-        user = self.example_user('hamlet')
-        self.login_user(user)
+        user_profile = self.example_user('hamlet')
+        self.login(user_profile.email)

        result = self.client_get('/json/analytics/chart_data/installation',
                                 {'chart_name': 'number_of_humans'})
        self.assert_json_error(result, "Must be an server administrator", 400)

-        user = self.example_user('hamlet')
-        user.is_staff = True
-        user.save(update_fields=['is_staff'])
+        user_profile = self.example_user('hamlet')
+        user_profile.is_staff = True
+        user_profile.save(update_fields=['is_staff'])
        stat = COUNT_STATS['realm_active_humans::day']
        self.insert_data(stat, [None], [])

@@ -412,18 +334,16 @@ class TestGetChartData(ZulipTestCase):

 class TestSupportEndpoint(ZulipTestCase):
    def test_search(self) -> None:
-        reset_emails_in_zulip_realm()
-
        def check_hamlet_user_query_result(result: HttpResponse) -> None:
            self.assert_in_success_response(['<span class="label">user</span>\n', '<h3>King Hamlet</h3>',
                                             '<b>Email</b>: hamlet@zulip.com', '<b>Is active</b>: True<br>',
-                                             '<b>Admins</b>: desdemona@zulip.com, iago@zulip.com\n',
-                                             'class="copy-button" data-copytext="desdemona@zulip.com, iago@zulip.com"',
+                                             '<b>Admins</b>: iago@zulip.com\n',
+                                             'class="copy-button" data-copytext="iago@zulip.com"'
                                             ], result)

        def check_zulip_realm_query_result(result: HttpResponse) -> None:
            zulip_realm = get_realm("zulip")
-            self.assert_in_success_response([f'<input type="hidden" name="realm_id" value="{zulip_realm.id}"',
+            self.assert_in_success_response(['<input type="hidden" name="realm_id" value="%s"' % (zulip_realm.id,),
                                             'Zulip Dev</h3>',
                                             '<option value="1" selected>Self Hosted</option>',
                                             '<option value="2" >Limited</option>',
@@ -435,7 +355,7 @@ class TestSupportEndpoint(ZulipTestCase):

        def check_lear_realm_query_result(result: HttpResponse) -> None:
            lear_realm = get_realm("lear")
-            self.assert_in_success_response([f'<input type="hidden" name="realm_id" value="{lear_realm.id}"',
+            self.assert_in_success_response(['<input type="hidden" name="realm_id" value="%s"' % (lear_realm.id,),
                                             'Lear &amp; Co.</h3>',
                                             '<option value="1" selected>Self Hosted</option>',
                                             '<option value="2" >Limited</option>',
@@ -445,9 +365,9 @@ class TestSupportEndpoint(ZulipTestCase):
                                             'scrub-realm-button">',
                                             'data-string-id="lear"'], result)

-        def check_preregistration_user_query_result(result: HttpResponse, email: str, invite: bool=False) -> None:
+        def check_preregistration_user_query_result(result: HttpResponse, email: str, invite: Optional[bool]=False) -> None:
            self.assert_in_success_response(['<span class="label">preregistration user</span>\n',
-                                             f'<b>Email</b>: {email}',
+                                             '<b>Email</b>: {}'.format(email),
                                             ], result)
            if invite:
                self.assert_in_success_response(['<span class="label">invite</span>'], result)
@@ -462,29 +382,31 @@ class TestSupportEndpoint(ZulipTestCase):
        def check_realm_creation_query_result(result: HttpResponse, email: str) -> None:
            self.assert_in_success_response(['<span class="label">preregistration user</span>\n',
                                             '<span class="label">realm creation</span>\n',
-                                             '<b>Link</b>: http://testserver/accounts/do_confirm/',
-                                             '<b>Expires in</b>: 1\xa0day<br>\n',
+                                             '<b>Link</b>: http://zulip.testserver/accounts/do_confirm/',
+                                             '<b>Expires in</b>: 1\xa0day<br>\n'
                                             ], result)

        def check_multiuse_invite_link_query_result(result: HttpResponse) -> None:
            self.assert_in_success_response(['<span class="label">multiuse invite</span>\n',
                                             '<b>Link</b>: http://zulip.testserver/join/',
-                                             '<b>Expires in</b>: 1\xa0week, 3',
+                                             '<b>Expires in</b>: 1\xa0week, 3'
                                             ], result)

        def check_realm_reactivation_link_query_result(result: HttpResponse) -> None:
            self.assert_in_success_response(['<span class="label">realm reactivation</span>\n',
                                             '<b>Link</b>: http://zulip.testserver/reactivate/',
-                                             '<b>Expires in</b>: 1\xa0day',
+                                             '<b>Expires in</b>: 1\xa0day'
                                             ], result)

-        self.login('cordelia')
+        cordelia_email = self.example_email("cordelia")
+        self.login(cordelia_email)

        result = self.client_get("/activity/support")
        self.assertEqual(result.status_code, 302)
        self.assertEqual(result["Location"], "/login/")

-        self.login('iago')
+        iago_email = self.example_email("iago")
+        self.login(iago_email)

        result = self.client_get("/activity/support")
        self.assert_in_success_response(['<input type="text" name="q" class="input-xxlarge search-query"'], result)
@@ -514,7 +436,7 @@ class TestSupportEndpoint(ZulipTestCase):
        check_lear_realm_query_result(result)

        self.client_post('/accounts/home/', {'email': self.nonreg_email("test")})
-        self.login('iago')
+        self.login(iago_email)
        result = self.client_get("/activity/support", {"q": self.nonreg_email("test")})
        check_preregistration_user_query_result(result, self.nonreg_email("test"))
        check_zulip_realm_query_result(result)
@@ -522,8 +444,7 @@ class TestSupportEndpoint(ZulipTestCase):
        stream_ids = [self.get_stream_id("Denmark")]
        invitee_emails = [self.nonreg_email("test1")]
        self.client_post("/json/invites", {"invitee_emails": invitee_emails,
-                                           "stream_ids": ujson.dumps(stream_ids),
-                                           "invite_as": PreregistrationUser.INVITE_AS['MEMBER']})
+                         "stream_ids": ujson.dumps(stream_ids), "invite_as": 1})
        result = self.client_get("/activity/support", {"q": self.nonreg_email("test1")})
        check_preregistration_user_query_result(result, self.nonreg_email("test1"), invite=True)
        check_zulip_realm_query_result(result)
@@ -545,106 +466,79 @@ class TestSupportEndpoint(ZulipTestCase):
        check_zulip_realm_query_result(result)

    def test_change_plan_type(self) -> None:
-        cordelia = self.example_user('cordelia')
-        self.login_user(cordelia)
+        cordelia = self.example_user("cordelia")
+        self.login(cordelia.email)

-        result = self.client_post("/activity/support", {"realm_id": f"{cordelia.realm_id}", "plan_type": "2"})
+        result = self.client_post("/activity/support", {"realm_id": "%s" % (cordelia.realm_id,), "plan_type": "2"})
        self.assertEqual(result.status_code, 302)
        self.assertEqual(result["Location"], "/login/")

        iago = self.example_user("iago")
-        self.login_user(iago)
+        self.login(iago.email)

        with mock.patch("analytics.views.do_change_plan_type") as m:
-            result = self.client_post("/activity/support", {"realm_id": f"{iago.realm_id}", "plan_type": "2"})
+            result = self.client_post("/activity/support", {"realm_id": "%s" % (iago.realm_id,), "plan_type": "2"})
            m.assert_called_once_with(get_realm("zulip"), 2)
            self.assert_in_success_response(["Plan type of Zulip Dev changed from self hosted to limited"], result)

    def test_attach_discount(self) -> None:
-        cordelia = self.example_user('cordelia')
-        lear_realm = get_realm('lear')
-        self.login_user(cordelia)
+        lear_realm = get_realm("lear")
+        cordelia_email = self.example_email("cordelia")
+        self.login(cordelia_email)

-        result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}", "discount": "25"})
+        result = self.client_post("/activity/support", {"realm_id": "%s" % (lear_realm.id,), "discount": "25"})
        self.assertEqual(result.status_code, 302)
        self.assertEqual(result["Location"], "/login/")

-        self.login('iago')
+        iago_email = self.example_email("iago")
+        self.login(iago_email)

        with mock.patch("analytics.views.attach_discount_to_realm") as m:
-            result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}", "discount": "25"})
+            result = self.client_post("/activity/support", {"realm_id": "%s" % (lear_realm.id,), "discount": "25"})
            m.assert_called_once_with(get_realm("lear"), 25)
            self.assert_in_success_response(["Discount of Lear &amp; Co. changed to 25 from None"], result)

-    def test_change_sponsorship_status(self) -> None:
-        lear_realm = get_realm("lear")
-        self.assertIsNone(get_customer_by_realm(lear_realm))
-
-        cordelia = self.example_user('cordelia')
-        self.login_user(cordelia)
-
-        result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}",
-                                                        "sponsorship_pending": "true"})
-        self.assertEqual(result.status_code, 302)
-        self.assertEqual(result["Location"], "/login/")
-
-        iago = self.example_user("iago")
-        self.login_user(iago)
-
-        result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}",
-                                                        "sponsorship_pending": "true"})
-        self.assert_in_success_response(["Lear &amp; Co. marked as pending sponsorship."], result)
-        customer = get_customer_by_realm(lear_realm)
-        assert(customer is not None)
-        self.assertTrue(customer.sponsorship_pending)
-
-        result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}",
-                                                        "sponsorship_pending": "false"})
-        self.assert_in_success_response(["Lear &amp; Co. is no longer pending sponsorship."], result)
-        customer = get_customer_by_realm(lear_realm)
-        assert(customer is not None)
-        self.assertFalse(customer.sponsorship_pending)
-
    def test_activate_or_deactivate_realm(self) -> None:
-        cordelia = self.example_user('cordelia')
-        lear_realm = get_realm('lear')
-        self.login_user(cordelia)
+        lear_realm = get_realm("lear")
+        cordelia_email = self.example_email("cordelia")
+        self.login(cordelia_email)

-        result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}", "status": "deactivated"})
+        result = self.client_post("/activity/support", {"realm_id": "%s" % (lear_realm.id,), "status": "deactivated"})
        self.assertEqual(result.status_code, 302)
        self.assertEqual(result["Location"], "/login/")

-        self.login('iago')
+        iago_email = self.example_email("iago")
+        self.login(iago_email)

        with mock.patch("analytics.views.do_deactivate_realm") as m:
-            result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}", "status": "deactivated"})
+            result = self.client_post("/activity/support", {"realm_id": "%s" % (lear_realm.id,), "status": "deactivated"})
            m.assert_called_once_with(lear_realm, self.example_user("iago"))
            self.assert_in_success_response(["Lear &amp; Co. deactivated"], result)

        with mock.patch("analytics.views.do_send_realm_reactivation_email") as m:
-            result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}", "status": "active"})
+            result = self.client_post("/activity/support", {"realm_id": "%s" % (lear_realm.id,), "status": "active"})
            m.assert_called_once_with(lear_realm)
            self.assert_in_success_response(["Realm reactivation email sent to admins of Lear"], result)

    def test_scrub_realm(self) -> None:
-        cordelia = self.example_user('cordelia')
-        lear_realm = get_realm('lear')
-        self.login_user(cordelia)
+        lear_realm = get_realm("lear")
+        cordelia_email = self.example_email("cordelia")
+        self.login(cordelia_email)

-        result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}", "discount": "25"})
+        result = self.client_post("/activity/support", {"realm_id": "%s" % (lear_realm.id,), "discount": "25"})
        self.assertEqual(result.status_code, 302)
        self.assertEqual(result["Location"], "/login/")

-        self.login('iago')
+        iago_email = self.example_email("iago")
+        self.login(iago_email)

        with mock.patch("analytics.views.do_scrub_realm") as m:
-            result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}", "scrub_realm": "scrub_realm"})
-            m.assert_called_once_with(lear_realm, acting_user=self.example_user("iago"))
+            result = self.client_post("/activity/support", {"realm_id": "%s" % (lear_realm.id,), "scrub_realm": "scrub_realm"})
+            m.assert_called_once_with(lear_realm)
            self.assert_in_success_response(["Lear &amp; Co. scrubbed"], result)

        with mock.patch("analytics.views.do_scrub_realm") as m:
-            with self.assertRaises(AssertionError):
-                result = self.client_post("/activity/support", {"realm_id": f"{lear_realm.id}"})
+            result = self.client_post("/activity/support", {"realm_id": "%s" % (lear_realm.id,)})
            m.assert_not_called()

 class TestGetChartDataHelpers(ZulipTestCase):
@@ -652,8 +546,8 @@ class TestGetChartDataHelpers(ZulipTestCase):
    # the only function that uses it at the moment
    def test_last_successful_fill(self) -> None:
        self.assertIsNone(last_successful_fill('non-existant'))
-        a_time = datetime(2016, 3, 14, 19, tzinfo=timezone.utc)
-        one_hour_before = datetime(2016, 3, 14, 18, tzinfo=timezone.utc)
+        a_time = datetime(2016, 3, 14, 19).replace(tzinfo=utc)
+        one_hour_before = datetime(2016, 3, 14, 18).replace(tzinfo=utc)
        fillstate = FillState.objects.create(property='property', end_time=a_time,
                                             state=FillState.DONE)
        self.assertEqual(last_successful_fill('property'), a_time)
@@ -662,7 +556,7 @@ class TestGetChartDataHelpers(ZulipTestCase):
        self.assertEqual(last_successful_fill('property'), one_hour_before)

    def test_sort_by_totals(self) -> None:
-        empty: List[int] = []
+        empty = []  # type: List[int]
        value_arrays = {'c': [0, 1], 'a': [9], 'b': [1, 1, 1], 'd': empty}
        self.assertEqual(sort_by_totals(value_arrays), ['a', 'b', 'c', 'd'])

@@ -676,9 +570,9 @@ class TestTimeRange(ZulipTestCase):
        HOUR = timedelta(hours=1)
        DAY = timedelta(days=1)

-        a_time = datetime(2016, 3, 14, 22, 59, tzinfo=timezone.utc)
-        floor_hour = datetime(2016, 3, 14, 22, tzinfo=timezone.utc)
-        floor_day = datetime(2016, 3, 14, tzinfo=timezone.utc)
+        a_time = datetime(2016, 3, 14, 22, 59).replace(tzinfo=utc)
+        floor_hour = datetime(2016, 3, 14, 22).replace(tzinfo=utc)
+        floor_day = datetime(2016, 3, 14).replace(tzinfo=utc)

        # test start == end
        self.assertEqual(time_range(a_time, a_time, CountStat.HOUR, None), [])
--- a/analytics/urls.py
+++ b/analytics/urls.py
@@ -1,34 +1,33 @@
-from django.conf.urls import include
-from django.urls import path
+from django.conf.urls import include, url

 import analytics.views
 from zerver.lib.rest import rest_dispatch

 i18n_urlpatterns = [
    # Server admin (user_profile.is_staff) visible stats pages
-    path('activity', analytics.views.get_activity,
-         name='analytics.views.get_activity'),
-    path('activity/support', analytics.views.support,
-         name='analytics.views.support'),
-    path('realm_activity/<str:realm_str>/', analytics.views.get_realm_activity,
-         name='analytics.views.get_realm_activity'),
-    path('user_activity/<str:email>/', analytics.views.get_user_activity,
-         name='analytics.views.get_user_activity'),
+    url(r'^activity$', analytics.views.get_activity,
+        name='analytics.views.get_activity'),
+    url(r'^activity/support$', analytics.views.support,
+        name='analytics.views.support'),
+    url(r'^realm_activity/(?P<realm_str>[\S]+)/$', analytics.views.get_realm_activity,
+        name='analytics.views.get_realm_activity'),
+    url(r'^user_activity/(?P<email>[\S]+)/$', analytics.views.get_user_activity,
+        name='analytics.views.get_user_activity'),

-    path('stats/realm/<str:realm_str>/', analytics.views.stats_for_realm,
-         name='analytics.views.stats_for_realm'),
-    path('stats/installation', analytics.views.stats_for_installation,
-         name='analytics.views.stats_for_installation'),
-    path('stats/remote/<int:remote_server_id>/installation',
-         analytics.views.stats_for_remote_installation,
-         name='analytics.views.stats_for_remote_installation'),
-    path('stats/remote/<int:remote_server_id>/realm/<int:remote_realm_id>/',
-         analytics.views.stats_for_remote_realm,
-         name='analytics.views.stats_for_remote_realm'),
+    url(r'^stats/realm/(?P<realm_str>[\S]+)/$', analytics.views.stats_for_realm,
+        name='analytics.views.stats_for_realm'),
+    url(r'^stats/installation$', analytics.views.stats_for_installation,
+        name='analytics.views.stats_for_installation'),
+    url(r'^stats/remote/(?P<remote_server_id>[\S]+)/installation$',
+        analytics.views.stats_for_remote_installation,
+        name='analytics.views.stats_for_remote_installation'),
+    url(r'^stats/remote/(?P<remote_server_id>[\S]+)/realm/(?P<remote_realm_id>[\S]+)/$',
+        analytics.views.stats_for_remote_realm,
+        name='analytics.views.stats_for_remote_realm'),

    # User-visible stats page
-    path('stats', analytics.views.stats,
-         name='analytics.views.stats'),
+    url(r'^stats$', analytics.views.stats,
+        name='analytics.views.stats'),
 ]

 # These endpoints are a part of the API (V1), which uses:
@@ -41,22 +40,22 @@ i18n_urlpatterns = [
 # All of these paths are accessed by either a /json or /api prefix
 v1_api_and_json_patterns = [
    # get data for the graphs at /stats
-    path('analytics/chart_data', rest_dispatch,
-         {'GET': 'analytics.views.get_chart_data'}),
-    path('analytics/chart_data/realm/<str:realm_str>', rest_dispatch,
-         {'GET': 'analytics.views.get_chart_data_for_realm'}),
-    path('analytics/chart_data/installation', rest_dispatch,
-         {'GET': 'analytics.views.get_chart_data_for_installation'}),
-    path('analytics/chart_data/remote/<int:remote_server_id>/installation', rest_dispatch,
-         {'GET': 'analytics.views.get_chart_data_for_remote_installation'}),
-    path('analytics/chart_data/remote/<int:remote_server_id>/realm/<int:remote_realm_id>',
-         rest_dispatch,
-         {'GET': 'analytics.views.get_chart_data_for_remote_realm'}),
+    url(r'^analytics/chart_data$', rest_dispatch,
+        {'GET': 'analytics.views.get_chart_data'}),
+    url(r'^analytics/chart_data/realm/(?P<realm_str>[\S]+)$', rest_dispatch,
+        {'GET': 'analytics.views.get_chart_data_for_realm'}),
+    url(r'^analytics/chart_data/installation$', rest_dispatch,
+        {'GET': 'analytics.views.get_chart_data_for_installation'}),
+    url(r'^analytics/chart_data/remote/(?P<remote_server_id>[\S]+)/installation$', rest_dispatch,
+        {'GET': 'analytics.views.get_chart_data_for_remote_installation'}),
+    url(r'^analytics/chart_data/remote/(?P<remote_server_id>[\S]+)/realm/(?P<remote_realm_id>[\S]+)$',
+        rest_dispatch,
+        {'GET': 'analytics.views.get_chart_data_for_remote_realm'}),
 ]

 i18n_urlpatterns += [
-    path('api/v1/', include(v1_api_and_json_patterns)),
-    path('json/', include(v1_api_and_json_patterns)),
+    url(r'^api/v1/', include(v1_api_and_json_patterns)),
+    url(r'^json/', include(v1_api_and_json_patterns)),
 ]

 urlpatterns = i18n_urlpatterns
--- a/analytics/views.py
+++ b/analytics/views.py
@@ -4,95 +4,62 @@ import re
 import time
 import urllib
 from collections import defaultdict
-from datetime import datetime, timedelta, timezone
+from datetime import datetime, timedelta
 from decimal import Decimal
-from typing import Any, Callable, Dict, List, Optional, Sequence, Set, Tuple, Type, Union
+
+from typing import Any, Callable, Dict, List, \
+    Optional, Set, Tuple, Type, Union

 import pytz
 from django.conf import settings
-from django.core.exceptions import ValidationError
-from django.core.validators import URLValidator
+from django.urls import reverse
 from django.db import connection
 from django.db.models.query import QuerySet
 from django.http import HttpRequest, HttpResponse, HttpResponseNotFound
 from django.shortcuts import render
 from django.template import loader
-from django.urls import reverse
-from django.utils.timesince import timesince
-from django.utils.timezone import now as timezone_now
+from django.utils.timezone import now as timezone_now, utc as timezone_utc
 from django.utils.translation import ugettext as _
+from django.utils.timesince import timesince
+from django.core.validators import URLValidator
+from django.core.exceptions import ValidationError
 from jinja2 import Markup as mark_safe
-from psycopg2.sql import SQL, Composable, Literal

 from analytics.lib.counts import COUNT_STATS, CountStat
 from analytics.lib.time_utils import time_range
-from analytics.models import (
-    BaseCount,
-    InstallationCount,
-    RealmCount,
-    StreamCount,
-    UserCount,
-    installation_epoch,
-    last_successful_fill,
-)
-from confirmation.models import Confirmation, _properties, confirmation_url
-from confirmation.settings import STATUS_ACTIVE
-from zerver.decorator import (
-    require_non_guest_user,
-    require_server_admin,
-    require_server_admin_api,
-    to_utc_datetime,
-    zulip_login_required,
-)
-from zerver.lib.actions import (
-    do_change_plan_type,
-    do_deactivate_realm,
-    do_scrub_realm,
-    do_send_realm_reactivation_email,
-)
+from analytics.models import BaseCount, InstallationCount, \
+    RealmCount, StreamCount, UserCount, last_successful_fill, installation_epoch
+from confirmation.models import Confirmation, confirmation_url, _properties
+from zerver.decorator import require_server_admin, require_server_admin_api, \
+    to_non_negative_int, to_utc_datetime, zulip_login_required, require_non_guest_user
 from zerver.lib.exceptions import JsonableError
-from zerver.lib.realm_icon import realm_icon_url
 from zerver.lib.request import REQ, has_request_variables
 from zerver.lib.response import json_success
-from zerver.lib.subdomains import get_subdomain_from_hostname
 from zerver.lib.timestamp import convert_to_UTC, timestamp_to_datetime
-from zerver.lib.validator import to_non_negative_int
-from zerver.models import (
-    Client,
-    MultiuseInvite,
-    PreregistrationUser,
-    Realm,
-    UserActivity,
-    UserActivityInterval,
-    UserProfile,
-    get_realm,
-)
+from zerver.lib.realm_icon import realm_icon_url
 from zerver.views.invite import get_invitee_emails_set
+from zerver.lib.subdomains import get_subdomain_from_hostname
+from zerver.lib.actions import do_change_plan_type, do_deactivate_realm, \
+    do_send_realm_reactivation_email, do_scrub_realm
+from confirmation.settings import STATUS_ACTIVE

 if settings.BILLING_ENABLED:
-    from corporate.lib.stripe import (
-        attach_discount_to_realm,
-        get_customer_by_realm,
-        get_discount_for_realm,
-        update_sponsorship_status,
-    )
+    from corporate.lib.stripe import attach_discount_to_realm, get_discount_for_realm
+
+from zerver.models import Client, get_realm, Realm, UserActivity, UserActivityInterval, \
+    UserProfile, PreregistrationUser, MultiuseInvite

 if settings.ZILENCER_ENABLED:
-    from zilencer.models import RemoteInstallationCount, RemoteRealmCount, RemoteZulipServer
+    from zilencer.models import RemoteInstallationCount, RemoteRealmCount, \
+        RemoteZulipServer
 else:
-    from unittest.mock import Mock
-    RemoteInstallationCount = Mock()  # type: ignore[misc] # https://github.com/JukkaL/mypy/issues/1188
-    RemoteZulipServer = Mock()  # type: ignore[misc] # https://github.com/JukkaL/mypy/issues/1188
-    RemoteRealmCount = Mock()  # type: ignore[misc] # https://github.com/JukkaL/mypy/issues/1188
-
-MAX_TIME_FOR_FULL_ANALYTICS_GENERATION = timedelta(days=1, minutes=30)
-
-def is_analytics_ready(realm: Realm) -> bool:
-    return (timezone_now() - realm.date_created) > MAX_TIME_FOR_FULL_ANALYTICS_GENERATION
+    from mock import Mock
+    RemoteInstallationCount = Mock()  # type: ignore # https://github.com/JukkaL/mypy/issues/1188
+    RemoteZulipServer = Mock()  # type: ignore # https://github.com/JukkaL/mypy/issues/1188
+    RemoteRealmCount = Mock()  # type: ignore # https://github.com/JukkaL/mypy/issues/1188

 def render_stats(request: HttpRequest, data_url_suffix: str, target_name: str,
-                 for_installation: bool=False, remote: bool=False,
-                 analytics_ready: bool=True) -> HttpRequest:
+                 for_installation: bool=False, remote: bool=False) -> HttpRequest:
    page_params = dict(
        data_url_suffix=data_url_suffix,
        for_installation=for_installation,
@@ -102,8 +69,7 @@ def render_stats(request: HttpRequest, data_url_suffix: str, target_name: str,
    return render(request,
                  'analytics/stats.html',
                  context=dict(target_name=target_name,
-                               page_params=page_params,
-                               analytics_ready=analytics_ready))
+                               page_params=page_params))

@zulip_login_required
 def stats(request: HttpRequest) -> HttpResponse:
@@ -112,8 +78,7 @@ def stats(request: HttpRequest) -> HttpResponse:
        # TODO: Make @zulip_login_required pass the UserProfile so we
        # can use @require_member_or_admin
        raise JsonableError(_("Not allowed for guest users"))
-    return render_stats(request, '', realm.name or realm.string_id,
-                        analytics_ready=is_analytics_ready(realm))
+    return render_stats(request, '', realm.name or realm.string_id)

@require_server_admin
@has_request_variables
@@ -121,18 +86,17 @@ def stats_for_realm(request: HttpRequest, realm_str: str) -> HttpResponse:
    try:
        realm = get_realm(realm_str)
    except Realm.DoesNotExist:
-        return HttpResponseNotFound(f"Realm {realm_str} does not exist")
+        return HttpResponseNotFound("Realm %s does not exist" % (realm_str,))

-    return render_stats(request, f'/realm/{realm_str}', realm.name or realm.string_id,
-                        analytics_ready=is_analytics_ready(realm))
+    return render_stats(request, '/realm/%s' % (realm_str,), realm.name or realm.string_id)

@require_server_admin
@has_request_variables
-def stats_for_remote_realm(request: HttpRequest, remote_server_id: int,
-                           remote_realm_id: int) -> HttpResponse:
+def stats_for_remote_realm(request: HttpRequest, remote_server_id: str,
+                           remote_realm_id: str) -> HttpResponse:
    server = RemoteZulipServer.objects.get(id=remote_server_id)
-    return render_stats(request, f'/remote/{server.id}/realm/{remote_realm_id}',
-                        f"Realm {remote_realm_id} on server {server.hostname}")
+    return render_stats(request, '/remote/%s/realm/%s' % (server.id, remote_realm_id),
+                        "Realm %s on server %s" % (remote_realm_id, server.hostname))

@require_server_admin_api
@has_request_variables
@@ -148,8 +112,8 @@ def get_chart_data_for_realm(request: HttpRequest, user_profile: UserProfile,
@require_server_admin_api
@has_request_variables
 def get_chart_data_for_remote_realm(
-        request: HttpRequest, user_profile: UserProfile, remote_server_id: int,
-        remote_realm_id: int, **kwargs: Any) -> HttpResponse:
+        request: HttpRequest, user_profile: UserProfile, remote_server_id: str,
+        remote_realm_id: str, **kwargs: Any) -> HttpResponse:
    server = RemoteZulipServer.objects.get(id=remote_server_id)
    return get_chart_data(request=request, user_profile=user_profile, server=server,
                          remote=True, remote_realm_id=int(remote_realm_id), **kwargs)
@@ -159,10 +123,10 @@ def stats_for_installation(request: HttpRequest) -> HttpResponse:
    return render_stats(request, '/installation', 'Installation', True)

@require_server_admin
-def stats_for_remote_installation(request: HttpRequest, remote_server_id: int) -> HttpResponse:
+def stats_for_remote_installation(request: HttpRequest, remote_server_id: str) -> HttpResponse:
    server = RemoteZulipServer.objects.get(id=remote_server_id)
-    return render_stats(request, f'/remote/{server.id}/installation',
-                        f'remote Installation {server.hostname}', True, True)
+    return render_stats(request, '/remote/%s/installation' % (server.id,),
+                        'remote Installation %s' % (server.hostname,), True, True)

@require_server_admin_api
@has_request_variables
@@ -175,7 +139,7 @@ def get_chart_data_for_installation(request: HttpRequest, user_profile: UserProf
 def get_chart_data_for_remote_installation(
        request: HttpRequest,
        user_profile: UserProfile,
-        remote_server_id: int,
+        remote_server_id: str,
        chart_name: str=REQ(),
        **kwargs: Any) -> HttpResponse:
    server = RemoteZulipServer.objects.get(id=remote_server_id)
@@ -211,10 +175,10 @@ def get_chart_data(request: HttpRequest, user_profile: UserProfile, chart_name:
            COUNT_STATS['realm_active_humans::day'],
            COUNT_STATS['active_users_audit:is_bot:day']]
        tables = [aggregate_table]
-        subgroup_to_label: Dict[CountStat, Dict[Optional[str], str]] = {
+        subgroup_to_label = {
            stats[0]: {None: '_1day'},
            stats[1]: {None: '_15day'},
-            stats[2]: {'false': 'all_time'}}
+            stats[2]: {'false': 'all_time'}}  # type: Dict[CountStat, Dict[Optional[str], str]]
        labels_sort_function = None
        include_empty_subgroups = True
    elif chart_name == 'messages_sent_over_time':
@@ -240,14 +204,8 @@ def get_chart_data(request: HttpRequest, user_profile: UserProfile, chart_name:
                             {str(id): name for id, name in Client.objects.values_list('id', 'name')}}
        labels_sort_function = sort_client_labels
        include_empty_subgroups = False
-    elif chart_name == 'messages_read_over_time':
-        stats = [COUNT_STATS['messages_read::hour']]
-        tables = [aggregate_table, UserCount]
-        subgroup_to_label = {stats[0]: {None: 'read'}}
-        labels_sort_function = None
-        include_empty_subgroups = True
    else:
-        raise JsonableError(_("Unknown chart name: {}").format(chart_name))
+        raise JsonableError(_("Unknown chart name: %s") % (chart_name,))

    # Most likely someone using our API endpoint. The /stats page does not
    # pass a start or end in its requests.
@@ -256,9 +214,8 @@ def get_chart_data(request: HttpRequest, user_profile: UserProfile, chart_name:
    if end is not None:
        end = convert_to_UTC(end)
    if start is not None and end is not None and start > end:
-        raise JsonableError(_("Start time is later than end time. Start: {start}, End: {end}").format(
-            start=start, end=end,
-        ))
+        raise JsonableError(_("Start time is later than end time. Start: %(start)s, End: %(end)s") %
+                            {'start': start, 'end': end})

    if realm is None:
        # Note that this value is invalid for Remote tables; be
@@ -286,18 +243,17 @@ def get_chart_data(request: HttpRequest, user_profile: UserProfile, chart_name:
                start = realm.date_created
        if end is None:
            end = max(last_successful_fill(stat.property) or
-                      datetime.min.replace(tzinfo=timezone.utc) for stat in stats)
-
-        if start > end and (timezone_now() - start > MAX_TIME_FOR_FULL_ANALYTICS_GENERATION):
+                      datetime.min.replace(tzinfo=timezone_utc) for stat in stats)
+        if start > end:
            logging.warning("User from realm %s attempted to access /stats, but the computed "
                            "start time: %s (creation of realm or installation) is later than the computed "
                            "end time: %s (last successful analytics update). Is the "
-                            "analytics cron job running?", realm.string_id, start, end)
+                            "analytics cron job running?" % (realm.string_id, start, end))
            raise JsonableError(_("No analytics data available. Please contact your server administrator."))

-    assert len({stat.frequency for stat in stats}) == 1
+    assert len(set([stat.frequency for stat in stats])) == 1
    end_times = time_range(start, end, stats[0].frequency, min_length)
-    data: Dict[str, Any] = {'end_times': end_times, 'frequency': stats[0].frequency}
+    data = {'end_times': end_times, 'frequency': stats[0].frequency}  # type: Dict[str, Any]

    aggregation_level = {
        InstallationCount: 'everyone',
@@ -342,7 +298,7 @@ def sort_by_totals(value_arrays: Dict[str, List[int]]) -> List[str]:
 def sort_client_labels(data: Dict[str, Dict[str, List[int]]]) -> List[str]:
    realm_order = sort_by_totals(data['everyone'])
    user_order = sort_by_totals(data['user'])
-    label_sort_values: Dict[str, float] = {}
+    label_sort_values = {}  # type: Dict[str, float]
    for i, label in enumerate(realm_order):
        label_sort_values[label] = i
    for i, label in enumerate(user_order):
@@ -364,7 +320,7 @@ def table_filtered_to_id(table: Type[BaseCount], key_id: int) -> QuerySet:
    elif table == RemoteRealmCount:
        return RemoteRealmCount.objects.filter(realm_id=key_id)
    else:
-        raise AssertionError(f"Unknown table: {table}")
+        raise AssertionError("Unknown table: %s" % (table,))

 def client_label_map(name: str) -> str:
    if name == "website":
@@ -386,7 +342,7 @@ def client_label_map(name: str) -> str:
    return name

 def rewrite_client_arrays(value_arrays: Dict[str, List[int]]) -> Dict[str, List[int]]:
-    mapped_arrays: Dict[str, List[int]] = {}
+    mapped_arrays = {}  # type: Dict[str, List[int]]
    for label, array in value_arrays.items():
        mapped_label = client_label_map(label)
        if mapped_label in mapped_arrays:
@@ -404,7 +360,7 @@ def get_time_series_by_subgroup(stat: CountStat,
                                include_empty_subgroups: bool) -> Dict[str, List[int]]:
    queryset = table_filtered_to_id(table, key_id).filter(property=stat.property) \
                                                  .values_list('subgroup', 'end_time', 'value')
-    value_dicts: Dict[Optional[str], Dict[datetime, int]] = defaultdict(lambda: defaultdict(int))
+    value_dicts = defaultdict(lambda: defaultdict(int))  # type: Dict[Optional[str], Dict[datetime, int]]
    for subgroup, end_time, value in queryset:
        value_dicts[subgroup][end_time] = value
    value_arrays = {}
@@ -422,7 +378,7 @@ def get_time_series_by_subgroup(stat: CountStat,

 eastern_tz = pytz.timezone('US/Eastern')

-def make_table(title: str, cols: Sequence[str], rows: Sequence[Any], has_row_class: bool = False) -> str:
+def make_table(title: str, cols: List[str], rows: List[Any], has_row_class: bool=False) -> str:

    if not has_row_class:
        def fix_row(row: Any) -> Dict[str, Any]:
@@ -433,7 +389,7 @@ def make_table(title: str, cols: Sequence[str], rows: Sequence[Any], has_row_cla

    content = loader.render_to_string(
        'analytics/ad_hoc_query.html',
-        dict(data=data),
+        dict(data=data)
    )

    return content
@@ -448,7 +404,7 @@ def dictfetchall(cursor: connection.cursor) -> List[Dict[str, Any]]:


 def get_realm_day_counts() -> Dict[str, Dict[str, str]]:
-    query = SQL('''
+    query = '''
        select
            r.string_id,
            (now()::date - date_sent::date) age,
@@ -469,13 +425,13 @@ def get_realm_day_counts() -> Dict[str, Dict[str, str]]:
        order by
            r.string_id,
            age
-    ''')
+    '''
    cursor = connection.cursor()
    cursor.execute(query)
    rows = dictfetchall(cursor)
    cursor.close()

-    counts: Dict[str, Dict[int, int]] = defaultdict(dict)
+    counts = defaultdict(dict)  # type: Dict[str, Dict[int, int]]
    for row in rows:
        counts[row['string_id']][row['age']] = row['cnt']

@@ -495,7 +451,7 @@ def get_realm_day_counts() -> Dict[str, Dict[str, str]]:
            else:
                good_bad = 'neutral'

-            return f'<td class="number {good_bad}">{cnt}</td>'
+            return '<td class="number %s">%s</td>' % (good_bad, cnt)

        cnts = (format_count(raw_cnts[0], 'neutral')
                + ''.join(map(format_count, raw_cnts[1:])))
@@ -509,7 +465,7 @@ def get_plan_name(plan_type: int) -> str:
 def realm_summary_table(realm_minutes: Dict[str, float]) -> str:
    now = timezone_now()

-    query = SQL('''
+    query = '''
        SELECT
            realm.string_id,
            realm.date_created,
@@ -611,7 +567,7 @@ def realm_summary_table(realm_minutes: Dict[str, float]) -> str:
                    last_visit > now() - interval '2 week'
        )
        ORDER BY dau_count DESC, string_id ASC
-        ''')
+        '''

    cursor = connection.cursor()
    cursor.execute(query)
@@ -619,10 +575,10 @@ def realm_summary_table(realm_minutes: Dict[str, float]) -> str:
    cursor.close()

    # Fetch all the realm administrator users
-    realm_admins: Dict[str, List[str]] = defaultdict(list)
+    realm_admins = defaultdict(list)  # type: Dict[str, List[str]]
    for up in UserProfile.objects.select_related("realm").filter(
        role=UserProfile.ROLE_REALM_ADMINISTRATOR,
-        is_active=True,
+        is_active=True
    ):
        realm_admins[up.realm.string_id].append(up.delivery_email)

@@ -661,7 +617,7 @@ def realm_summary_table(realm_minutes: Dict[str, float]) -> str:
        total_hours += hours
        row['hours'] = str(int(hours))
        try:
-            row['hours_per_user'] = '{:.1f}'.format(hours / row['dau_count'])
+            row['hours_per_user'] = '%.1f' % (hours / row['dau_count'],)
        except Exception:
            pass

@@ -706,7 +662,7 @@ def realm_summary_table(realm_minutes: Dict[str, float]) -> str:
    content = loader.render_to_string(
        'analytics/realm_summary_table.html',
        dict(rows=rows, num_active_sites=num_active_sites,
-             now=now.strftime('%Y-%m-%dT%H:%M:%SZ')),
+             now=now.strftime('%Y-%m-%dT%H:%M:%SZ'))
    )
    return content

@@ -720,18 +676,18 @@ def user_activity_intervals() -> Tuple[mark_safe, Dict[str, float]]:

    all_intervals = UserActivityInterval.objects.filter(
        end__gte=day_start,
-        start__lte=day_end,
+        start__lte=day_end
    ).select_related(
        'user_profile',
-        'user_profile__realm',
+        'user_profile__realm'
    ).only(
        'start',
        'end',
        'user_profile__delivery_email',
-        'user_profile__realm__string_id',
+        'user_profile__realm__string_id'
    ).order_by(
        'user_profile__realm__string_id',
-        'user_profile__delivery_email',
+        'user_profile__delivery_email'
    )

    by_string_id = lambda row: row.user_profile.realm.string_id
@@ -741,7 +697,7 @@ def user_activity_intervals() -> Tuple[mark_safe, Dict[str, float]]:

    for string_id, realm_intervals in itertools.groupby(all_intervals, by_string_id):
        realm_duration = timedelta(0)
-        output += f'<hr>{string_id}\n'
+        output += '<hr>%s\n' % (string_id,)
        for email, intervals in itertools.groupby(realm_intervals, by_email):
            duration = timedelta(0)
            for interval in intervals:
@@ -751,13 +707,13 @@ def user_activity_intervals() -> Tuple[mark_safe, Dict[str, float]]:

            total_duration += duration
            realm_duration += duration
-            output += f"  {email:<37}{duration}\n"
+            output += "  %-*s%s\n" % (37, email, duration)

        realm_minutes[string_id] = realm_duration.total_seconds() / 60

-    output += f"\nTotal Duration:                      {total_duration}\n"
-    output += f"\nTotal Duration in minutes:           {total_duration.total_seconds() / 60.}\n"
-    output += f"Total Duration amortized to a month: {total_duration.total_seconds() * 30. / 60.}"
+    output += "\nTotal Duration:                      %s\n" % (total_duration,)
+    output += "\nTotal Duration in minutes:           %s\n" % (total_duration.total_seconds() / 60.,)
+    output += "Total Duration amortized to a month: %s" % (total_duration.total_seconds() * 30. / 60.,)
    content = mark_safe('<pre>' + output + '</pre>')
    return content, realm_minutes

@@ -767,10 +723,10 @@ def sent_messages_report(realm: str) -> str:
    cols = [
        'Date',
        'Humans',
-        'Bots',
+        'Bots'
    ]

-    query = SQL('''
+    query = '''
        select
            series.day::date,
            humans.cnt,
@@ -820,7 +776,7 @@ def sent_messages_report(realm: str) -> str:
                date_sent::date
        ) bots on
            series.day = bots.date_sent
-    ''')
+    '''
    cursor = connection.cursor()
    cursor.execute(query, [realm, realm])
    rows = cursor.fetchall()
@@ -829,8 +785,8 @@ def sent_messages_report(realm: str) -> str:
    return make_table(title, cols, rows)

 def ad_hoc_queries() -> List[Dict[str, str]]:
-    def get_page(query: Composable, cols: Sequence[str], title: str,
-                 totals_columns: Sequence[int]=[]) -> Dict[str, str]:
+    def get_page(query: str, cols: List[str], title: str,
+                 totals_columns: List[int]=[]) -> Dict[str, str]:
        cursor = connection.cursor()
        cursor.execute(query)
        rows = cursor.fetchall()
@@ -865,7 +821,7 @@ def ad_hoc_queries() -> List[Dict[str, str]]:

        return dict(
            content=content,
-            title=title,
+            title=title
        )

    pages = []
@@ -873,9 +829,9 @@ def ad_hoc_queries() -> List[Dict[str, str]]:
    ###

    for mobile_type in ['Android', 'ZulipiOS']:
-        title = f'{mobile_type} usage'
+        title = '%s usage' % (mobile_type,)

-        query = SQL('''
+        query = '''
            select
                realm.string_id,
                up.id user_id,
@@ -887,20 +843,18 @@ def ad_hoc_queries() -> List[Dict[str, str]]:
            join zerver_userprofile up on up.id = ua.user_profile_id
            join zerver_realm realm on realm.id = up.realm_id
            where
-                client.name like {mobile_type}
+                client.name like '%s'
            group by string_id, up.id, client.name
            having max(last_visit) > now() - interval '2 week'
            order by string_id, up.id, client.name
-        ''').format(
-            mobile_type=Literal(mobile_type),
-        )
+        ''' % (mobile_type,)

        cols = [
            'Realm',
            'User id',
            'Name',
            'Hits',
-            'Last time',
+            'Last time'
        ]

        pages.append(get_page(query, cols, title))
@@ -909,7 +863,7 @@ def ad_hoc_queries() -> List[Dict[str, str]]:

    title = 'Desktop users'

-    query = SQL('''
+    query = '''
        select
            realm.string_id,
            client.name,
@@ -924,13 +878,13 @@ def ad_hoc_queries() -> List[Dict[str, str]]:
        group by string_id, client.name
        having max(last_visit) > now() - interval '2 week'
        order by string_id, client.name
-    ''')
+    '''

    cols = [
        'Realm',
        'Client',
        'Hits',
-        'Last time',
+        'Last time'
    ]

    pages.append(get_page(query, cols, title))
@@ -939,7 +893,7 @@ def ad_hoc_queries() -> List[Dict[str, str]]:

    title = 'Integrations by realm'

-    query = SQL('''
+    query = '''
        select
            realm.string_id,
            case
@@ -962,13 +916,13 @@ def ad_hoc_queries() -> List[Dict[str, str]]:
        group by string_id, client_name
        having max(last_visit) > now() - interval '2 week'
        order by string_id, client_name
-    ''')
+    '''

    cols = [
        'Realm',
        'Client',
        'Hits',
-        'Last time',
+        'Last time'
    ]

    pages.append(get_page(query, cols, title))
@@ -977,7 +931,7 @@ def ad_hoc_queries() -> List[Dict[str, str]]:

    title = 'Integrations by client'

-    query = SQL('''
+    query = '''
        select
            case
                when query like '%%external%%' then split_part(query, '/', 5)
@@ -1000,20 +954,20 @@ def ad_hoc_queries() -> List[Dict[str, str]]:
        group by client_name, string_id
        having max(last_visit) > now() - interval '2 week'
        order by client_name, string_id
-    ''')
+    '''

    cols = [
        'Client',
        'Realm',
        'Hits',
-        'Last time',
+        'Last time'
    ]

    pages.append(get_page(query, cols, title))

    title = 'Remote Zulip servers'

-    query = SQL('''
+    query = '''
        with icount as (
            select
                server_id,
@@ -1040,7 +994,7 @@ def ad_hoc_queries() -> List[Dict[str, str]]:
        left join icount on icount.server_id = rserver.id
        left join remote_push_devices on remote_push_devices.server_id = rserver.id
        order by max_value DESC NULLS LAST, push_user_count DESC NULLS LAST
-    ''')
+    '''

    cols = [
        'ID',
@@ -1059,8 +1013,8 @@ def ad_hoc_queries() -> List[Dict[str, str]]:
@require_server_admin
@has_request_variables
 def get_activity(request: HttpRequest) -> HttpResponse:
-    duration_content, realm_minutes = user_activity_intervals()
-    counts_content: str = realm_summary_table(realm_minutes)
+    duration_content, realm_minutes = user_activity_intervals()  # type: Tuple[mark_safe, Dict[str, float]]
+    counts_content = realm_summary_table(realm_minutes)  # type: str
    data = [
        ('Counts', counts_content),
        ('Durations', duration_content),
@@ -1086,6 +1040,13 @@ def get_confirmations(types: List[int], object_ids: List[int],
        realm = confirmation.realm
        content_object = confirmation.content_object

+        if realm is not None:
+            realm_host = realm.host
+        elif isinstance(content_object, Realm):
+            realm_host = content_object.host
+        else:
+            realm_host = hostname
+
        type = confirmation.type
        days_to_activate = _properties[type].validity_in_days
        expiry_date = confirmation.date_sent + timedelta(days=days_to_activate)
@@ -1103,7 +1064,7 @@ def get_confirmations(types: List[int], object_ids: List[int],
        else:
            expires_in = "Expired"

-        url = confirmation_url(confirmation.confirmation_key, realm, type)
+        url = confirmation_url(confirmation.confirmation_key, realm_host, type)
        confirmation_dicts.append({"object": confirmation.content_object,
                                   "url": url, "type": type, "link_status": link_status,
                                   "expires_in": expires_in})
@@ -1111,50 +1072,43 @@ def get_confirmations(types: List[int], object_ids: List[int],

@require_server_admin
 def support(request: HttpRequest) -> HttpResponse:
-    context: Dict[str, Any] = {}
+    context = {}  # type: Dict[str, Any]
    if settings.BILLING_ENABLED and request.method == "POST":
-        # We check that request.POST only has two keys in it: The
-        # realm_id and a field to change.
-        keys = set(request.POST.keys())
-        if "csrfmiddlewaretoken" in keys:
-            keys.remove("csrfmiddlewaretoken")
-        assert(len(keys) == 2)
-
-        realm_id = request.POST.get("realm_id")
+        realm_id = request.POST.get("realm_id", None)
        realm = Realm.objects.get(id=realm_id)

-        if request.POST.get("plan_type", None) is not None:
-            new_plan_type = int(request.POST.get("plan_type"))
+        new_plan_type = request.POST.get("plan_type", None)
+        if new_plan_type is not None:
+            new_plan_type = int(new_plan_type)
            current_plan_type = realm.plan_type
            do_change_plan_type(realm, new_plan_type)
-            msg = f"Plan type of {realm.name} changed from {get_plan_name(current_plan_type)} to {get_plan_name(new_plan_type)} "
+            msg = "Plan type of {} changed from {} to {} ".format(realm.name,
+                                                                  get_plan_name(current_plan_type),
+                                                                  get_plan_name(new_plan_type))
            context["message"] = msg
-        elif request.POST.get("discount", None) is not None:
-            new_discount = Decimal(request.POST.get("discount"))
+
+        new_discount = request.POST.get("discount", None)
+        if new_discount is not None:
+            new_discount = Decimal(new_discount)
            current_discount = get_discount_for_realm(realm)
            attach_discount_to_realm(realm, new_discount)
-            msg = f"Discount of {realm.name} changed to {new_discount} from {current_discount} "
+            msg = "Discount of {} changed to {} from {} ".format(realm.name, new_discount, current_discount)
            context["message"] = msg
-        elif request.POST.get("status", None) is not None:
-            status = request.POST.get("status")
+
+        status = request.POST.get("status", None)
+        if status is not None:
            if status == "active":
                do_send_realm_reactivation_email(realm)
-                context["message"] = f"Realm reactivation email sent to admins of {realm.name}."
+                context["message"] = "Realm reactivation email sent to admins of {}.".format(realm.name)
            elif status == "deactivated":
                do_deactivate_realm(realm, request.user)
-                context["message"] = f"{realm.name} deactivated."
-        elif request.POST.get("sponsorship_pending", None) is not None:
-            sponsorship_pending = request.POST.get("sponsorship_pending")
-            if sponsorship_pending == "true":
-                update_sponsorship_status(realm, True)
-                context["message"] = f"{realm.name} marked as pending sponsorship."
-            elif sponsorship_pending == "false":
-                update_sponsorship_status(realm, False)
-                context["message"] = f"{realm.name} is no longer pending sponsorship."
-        elif request.POST.get("scrub_realm", None) is not None:
-            if request.POST.get("scrub_realm") == "scrub_realm":
-                do_scrub_realm(realm, acting_user=request.user)
-                context["message"] = f"{realm.name} scrubbed."
+                context["message"] = "{} deactivated.".format(realm.name)
+
+        scrub_realm = request.POST.get("scrub_realm", None)
+        if scrub_realm is not None:
+            if scrub_realm == "scrub_realm":
+                do_scrub_realm(realm)
+                context["message"] = "{} scrubbed.".format(realm.name)

    query = request.GET.get("q", None)
    if query:
@@ -1170,7 +1124,7 @@ def support(request: HttpRequest) -> HttpResponse:
                hostname = parse_result.hostname
                assert hostname is not None
                if parse_result.port:
-                    hostname = f"{hostname}:{parse_result.port}"
+                    hostname = "{}:{}".format(hostname, parse_result.port)
                subdomain = get_subdomain_from_hostname(hostname)
                try:
                    realms.add(get_realm(subdomain))
@@ -1179,12 +1133,9 @@ def support(request: HttpRequest) -> HttpResponse:
            except ValidationError:
                pass

-        for realm in realms:
-            realm.customer = get_customer_by_realm(realm)
-
        context["realms"] = realms

-        confirmations: List[Dict[str, Any]] = []
+        confirmations = []  # type: List[Dict[str, Any]]

        preregistration_users = PreregistrationUser.objects.filter(email__in=key_words)
        confirmations += get_confirmations([Confirmation.USER_REGISTRATION, Confirmation.INVITATION,
@@ -1199,8 +1150,7 @@ def support(request: HttpRequest) -> HttpResponse:
        context["confirmations"] = confirmations

    def realm_admin_emails(realm: Realm) -> str:
-        return ", ".join(realm.get_human_admin_users().order_by('delivery_email').values_list(
-            "delivery_email", flat=True))
+        return ", ".join(realm.get_human_admin_users().values_list("delivery_email", flat=True))

    context["realm_admin_emails"] = realm_admin_emails
    context["get_discount_for_realm"] = get_discount_for_realm
@@ -1221,7 +1171,7 @@ def get_user_activity_records_for_realm(realm: str, is_bot: bool) -> QuerySet:
    records = UserActivity.objects.filter(
        user_profile__realm__string_id=realm,
        user_profile__is_active=True,
-        user_profile__is_bot=is_bot,
+        user_profile__is_bot=is_bot
    )
    records = records.order_by("user_profile__delivery_email", "-last_visit")
    records = records.select_related('user_profile', 'client').only(*fields)
@@ -1233,11 +1183,11 @@ def get_user_activity_records_for_email(email: str) -> List[QuerySet]:
        'query',
        'client__name',
        'count',
-        'last_visit',
+        'last_visit'
    ]

    records = UserActivity.objects.filter(
-        user_profile__delivery_email=email,
+        user_profile__delivery_email=email
    )
    records = records.order_by("-last_visit")
    records = records.select_related('user_profile', 'client').only(*fields)
@@ -1248,7 +1198,7 @@ def raw_user_activity_table(records: List[QuerySet]) -> str:
        'query',
        'client',
        'count',
-        'last_visit',
+        'last_visit'
    ]

    def row(record: QuerySet) -> List[Any]:
@@ -1256,7 +1206,7 @@ def raw_user_activity_table(records: List[QuerySet]) -> str:
            record.query,
            record.client.name,
            record.count,
-            format_date_for_activity_reports(record.last_visit),
+            format_date_for_activity_reports(record.last_visit)
        ]

    rows = list(map(row, records))
@@ -1269,19 +1219,19 @@ def get_user_activity_summary(records: List[QuerySet]) -> Dict[str, Dict[str, An
    #: We could use something like:
    # `Union[Dict[str, Dict[str, int]], Dict[str, Dict[str, datetime]]]`
    #: but that would require this long `Union` to carry on throughout inner functions.
-    summary: Dict[str, Dict[str, Any]] = {}
+    summary = {}  # type: Dict[str, Dict[str, Any]]

    def update(action: str, record: QuerySet) -> None:
        if action not in summary:
            summary[action] = dict(
                count=record.count,
-                last_visit=record.last_visit,
+                last_visit=record.last_visit
            )
        else:
            summary[action]['count'] += record.count
            summary[action]['last_visit'] = max(
                summary[action]['last_visit'],
-                record.last_visit,
+                record.last_visit
            )

    if records:
@@ -1321,25 +1271,25 @@ def format_date_for_activity_reports(date: Optional[datetime]) -> str:
 def user_activity_link(email: str) -> mark_safe:
    url_name = 'analytics.views.get_user_activity'
    url = reverse(url_name, kwargs=dict(email=email))
-    email_link = f'<a href="{url}">{email}</a>'
+    email_link = '<a href="%s">%s</a>' % (url, email)
    return mark_safe(email_link)

 def realm_activity_link(realm_str: str) -> mark_safe:
    url_name = 'analytics.views.get_realm_activity'
    url = reverse(url_name, kwargs=dict(realm_str=realm_str))
-    realm_link = f'<a href="{url}">{realm_str}</a>'
+    realm_link = '<a href="%s">%s</a>' % (url, realm_str)
    return mark_safe(realm_link)

 def realm_stats_link(realm_str: str) -> mark_safe:
    url_name = 'analytics.views.stats_for_realm'
    url = reverse(url_name, kwargs=dict(realm_str=realm_str))
-    stats_link = f'<a href="{url}"><i class="fa fa-pie-chart"></i>{realm_str}</a>'
+    stats_link = '<a href="{}"><i class="fa fa-pie-chart"></i>{}</a>'.format(url, realm_str)
    return mark_safe(stats_link)

 def remote_installation_stats_link(server_id: int, hostname: str) -> mark_safe:
    url_name = 'analytics.views.stats_for_remote_installation'
    url = reverse(url_name, kwargs=dict(remote_server_id=server_id))
-    stats_link = f'<a href="{url}"><i class="fa fa-pie-chart"></i>{hostname}</a>'
+    stats_link = '<a href="{}"><i class="fa fa-pie-chart"></i>{}</a>'.format(url, hostname)
    return mark_safe(stats_link)

 def realm_client_table(user_summaries: Dict[str, Dict[str, Dict[str, Any]]]) -> str:
@@ -1480,13 +1430,13 @@ def realm_user_summary_table(all_records: List[QuerySet],

@require_server_admin
 def get_realm_activity(request: HttpRequest, realm_str: str) -> HttpResponse:
-    data: List[Tuple[str, str]] = []
-    all_user_records: Dict[str, Any] = {}
+    data = []  # type: List[Tuple[str, str]]
+    all_user_records = {}  # type: Dict[str, Any]

    try:
        admins = Realm.objects.get(string_id=realm_str).get_human_admin_users()
    except Realm.DoesNotExist:
-        return HttpResponseNotFound(f"Realm {realm_str} does not exist")
+        return HttpResponseNotFound("Realm %s does not exist" % (realm_str,))

    admin_emails = {admin.delivery_email for admin in admins}

@@ -1517,7 +1467,7 @@ def get_realm_activity(request: HttpRequest, realm_str: str) -> HttpResponse:
 def get_user_activity(request: HttpRequest, email: str) -> HttpResponse:
    records = get_user_activity_records_for_email(email)

-    data: List[Tuple[str, str]] = []
+    data = []  # type: List[Tuple[str, str]]
    user_summary = get_user_activity_summary(records)
    content = user_activity_summary_table(user_summary)

--- a/babel.config.js
+++ b/babel.config.js
@@ -4,7 +4,6 @@ module.exports = {
            "@babel/preset-env",
            {
                corejs: 3,
-                loose: true,  // Loose mode for…of loops are 5× faster in Firefox
                useBuiltIns: "usage",
            },
        ],
--- a/confirmation/init.py
+++ b/confirmation/init.py
@@ -1,3 +1,5 @@
+# -*- coding: utf-8 -*-
+
 # Copyright: (c) 2008, Jarek Zgoda <jarek.zgoda@gmail.com>

 # Permission is hereby granted, free of charge, to any person obtaining a
--- a/confirmation/migrations/0001_initial.py
+++ b/confirmation/migrations/0001_initial.py
@@ -1,5 +1,6 @@
+# -*- coding: utf-8 -*-
+from django.db import models, migrations
 import django.db.models.deletion
-from django.db import migrations, models


 class Migration(migrations.Migration):
--- a/confirmation/migrations/0002_realmcreationkey.py
+++ b/confirmation/migrations/0002_realmcreationkey.py
@@ -1,5 +1,6 @@
+# -*- coding: utf-8 -*-
+from django.db import models, migrations
 import django.utils.timezone
-from django.db import migrations, models


 class Migration(migrations.Migration):
--- a/confirmation/migrations/0003_emailchangeconfirmation.py
+++ b/confirmation/migrations/0003_emailchangeconfirmation.py
@@ -1,3 +1,4 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.10.4 on 2017-01-17 09:16
 from django.db import migrations

--- a/confirmation/migrations/0004_remove_confirmationmanager.py
+++ b/confirmation/migrations/0004_remove_confirmationmanager.py
@@ -1,3 +1,4 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.2 on 2017-07-08 04:23
 from django.db import migrations, models

--- a/confirmation/migrations/0005_confirmation_realm.py
+++ b/confirmation/migrations/0005_confirmation_realm.py
@@ -1,6 +1,9 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.6 on 2017-11-30 00:13
-import django.db.models.deletion
+from __future__ import unicode_literals
+
 from django.db import migrations, models
+import django.db.models.deletion


 class Migration(migrations.Migration):
--- a/confirmation/migrations/0006_realmcreationkey_presume_email_valid.py
+++ b/confirmation/migrations/0006_realmcreationkey_presume_email_valid.py
@@ -1,4 +1,6 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.6 on 2018-01-29 18:39
+from __future__ import unicode_literals

 from django.db import migrations, models

--- a/confirmation/migrations/0007_add_indexes.py
+++ b/confirmation/migrations/0007_add_indexes.py
@@ -1,37 +0,0 @@
-# Generated by Django 2.2.10 on 2020-03-27 09:02
-
-from django.db import migrations, models
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ('confirmation', '0006_realmcreationkey_presume_email_valid'),
-    ]
-
-    operations = [
-        migrations.AlterField(
-            model_name='confirmation',
-            name='confirmation_key',
-            field=models.CharField(db_index=True, max_length=40),
-        ),
-        migrations.AlterField(
-            model_name='confirmation',
-            name='date_sent',
-            field=models.DateTimeField(db_index=True),
-        ),
-        migrations.AlterField(
-            model_name='confirmation',
-            name='object_id',
-            field=models.PositiveIntegerField(db_index=True),
-        ),
-        migrations.AlterField(
-            model_name='realmcreationkey',
-            name='creation_key',
-            field=models.CharField(db_index=True, max_length=40, verbose_name='activation key'),
-        ),
-        migrations.AlterUniqueTogether(
-            name='confirmation',
-            unique_together={('type', 'confirmation_key')},
-        ),
-    ]
--- a/confirmation/models.py
+++ b/confirmation/models.py
@@ -1,24 +1,26 @@
+# -*- coding: utf-8 -*-
+
 # Copyright: (c) 2008, Jarek Zgoda <jarek.zgoda@gmail.com>

 __revision__ = '$Id: models.py 28 2009-10-22 15:03:02Z jarek.zgoda $'
-import datetime
-import string
-from random import SystemRandom
-from typing import Mapping, Optional, Union
-from urllib.parse import urljoin

-from django.conf import settings
-from django.contrib.contenttypes.fields import GenericForeignKey
-from django.contrib.contenttypes.models import ContentType
+import datetime
+
 from django.db import models
 from django.db.models import CASCADE
+from django.urls import reverse
+from django.conf import settings
+from django.contrib.contenttypes.models import ContentType
+from django.contrib.contenttypes.fields import GenericForeignKey
 from django.http import HttpRequest, HttpResponse
 from django.shortcuts import render
-from django.urls import reverse
 from django.utils.timezone import now as timezone_now

-from zerver.models import EmailChangeStatus, MultiuseInvite, PreregistrationUser, Realm, UserProfile
-
+from zerver.models import PreregistrationUser, EmailChangeStatus, MultiuseInvite, \
+    UserProfile, Realm
+from random import SystemRandom
+import string
+from typing import Dict, Optional, Union

 class ConfirmationKeyException(Exception):
    WRONG_LENGTH = 1
@@ -43,8 +45,7 @@ def generate_key() -> str:

 ConfirmationObjT = Union[MultiuseInvite, PreregistrationUser, EmailChangeStatus]
 def get_object_from_key(confirmation_key: str,
-                        confirmation_type: int,
-                        activate_object: bool=True) -> ConfirmationObjT:
+                        confirmation_type: int) -> ConfirmationObjT:
    # Confirmation keys used to be 40 characters
    if len(confirmation_key) not in (24, 40):
        raise ConfirmationKeyException(ConfirmationKeyException.WRONG_LENGTH)
@@ -59,14 +60,14 @@ def get_object_from_key(confirmation_key: str,
        raise ConfirmationKeyException(ConfirmationKeyException.EXPIRED)

    obj = confirmation.content_object
-    if activate_object and hasattr(obj, "status"):
+    if hasattr(obj, "status"):
        obj.status = getattr(settings, 'STATUS_ACTIVE', 1)
        obj.save(update_fields=['status'])
    return obj

-def create_confirmation_link(obj: ContentType,
+def create_confirmation_link(obj: ContentType, host: str,
                             confirmation_type: int,
-                             url_args: Mapping[str, str] = {}) -> str:
+                             url_args: Optional[Dict[str, str]]=None) -> str:
    key = generate_key()
    realm = None
    if hasattr(obj, 'realm'):
@@ -76,25 +77,24 @@ def create_confirmation_link(obj: ContentType,

    Confirmation.objects.create(content_object=obj, date_sent=timezone_now(), confirmation_key=key,
                                realm=realm, type=confirmation_type)
-    return confirmation_url(key, realm, confirmation_type, url_args)
+    return confirmation_url(key, host, confirmation_type, url_args)

-def confirmation_url(confirmation_key: str, realm: Optional[Realm],
+def confirmation_url(confirmation_key: str, host: str,
                     confirmation_type: int,
-                     url_args: Mapping[str, str] = {}) -> str:
-    url_args = dict(url_args)
+                     url_args: Optional[Dict[str, str]]=None) -> str:
+    if url_args is None:
+        url_args = {}
    url_args['confirmation_key'] = confirmation_key
-    return urljoin(
-        settings.ROOT_DOMAIN_URI if realm is None else realm.uri,
-        reverse(_properties[confirmation_type].url_name, kwargs=url_args),
-    )
+    return '%s%s%s' % (settings.EXTERNAL_URI_SCHEME, host,
+                       reverse(_properties[confirmation_type].url_name, kwargs=url_args))

 class Confirmation(models.Model):
    content_type = models.ForeignKey(ContentType, on_delete=CASCADE)
-    object_id: int = models.PositiveIntegerField(db_index=True)
+    object_id = models.PositiveIntegerField()  # type: int
    content_object = GenericForeignKey('content_type', 'object_id')
-    date_sent: datetime.datetime = models.DateTimeField(db_index=True)
-    confirmation_key: str = models.CharField(max_length=40, db_index=True)
-    realm: Optional[Realm] = models.ForeignKey(Realm, null=True, on_delete=CASCADE)
+    date_sent = models.DateTimeField()  # type: datetime.datetime
+    confirmation_key = models.CharField(max_length=40)  # type: str
+    realm = models.ForeignKey(Realm, null=True, on_delete=CASCADE)  # type: Optional[Realm]

    # The following list is the set of valid types
    USER_REGISTRATION = 1
@@ -105,13 +105,10 @@ class Confirmation(models.Model):
    MULTIUSE_INVITE = 6
    REALM_CREATION = 7
    REALM_REACTIVATION = 8
-    type: int = models.PositiveSmallIntegerField()
+    type = models.PositiveSmallIntegerField()  # type: int

    def __str__(self) -> str:
-        return f'<Confirmation: {self.content_object}>'
-
-    class Meta:
-        unique_together = ("type", "confirmation_key")
+        return '<Confirmation: %s>' % (self.content_object,)

 class ConfirmationType:
    def __init__(self, url_name: str,
@@ -138,7 +135,7 @@ def one_click_unsubscribe_link(user_profile: UserProfile, email_type: str) -> st
    Generate a unique link that a logged-out user can visit to unsubscribe from
    Zulip e-mails without having to first log in.
    """
-    return create_confirmation_link(user_profile,
+    return create_confirmation_link(user_profile, user_profile.realm.host,
                                    Confirmation.UNSUBSCRIBE,
                                    url_args = {'email_type': email_type})

@@ -168,18 +165,18 @@ def generate_realm_creation_url(by_admin: bool=False) -> str:
    RealmCreationKey.objects.create(creation_key=key,
                                    date_created=timezone_now(),
                                    presume_email_valid=by_admin)
-    return urljoin(
-        settings.ROOT_DOMAIN_URI,
-        reverse('zerver.views.create_realm', kwargs={'creation_key': key}),
-    )
+    return '%s%s%s' % (settings.EXTERNAL_URI_SCHEME,
+                       settings.EXTERNAL_HOST,
+                       reverse('zerver.views.create_realm',
+                               kwargs={'creation_key': key}))

 class RealmCreationKey(models.Model):
-    creation_key = models.CharField('activation key', db_index=True, max_length=40)
+    creation_key = models.CharField('activation key', max_length=40)
    date_created = models.DateTimeField('created', default=timezone_now)

    # True just if we should presume the email address the user enters
    # is theirs, and skip sending mail to it to confirm that.
-    presume_email_valid: bool = models.BooleanField(default=False)
+    presume_email_valid = models.BooleanField(default=False)  # type: bool

    class Invalid(Exception):
        pass
--- a/confirmation/settings.py
+++ b/confirmation/settings.py
@@ -1,6 +1,7 @@
+# -*- coding: utf-8 -*-
+
 # Copyright: (c) 2008, Jarek Zgoda <jarek.zgoda@gmail.com>

 __revision__ = '$Id: settings.py 12 2008-11-23 19:38:52Z jarek.zgoda $'

 STATUS_ACTIVE = 1
-STATUS_REVOKED = 2
--- a/corporate/lib/stripe.py
+++ b/corporate/lib/stripe.py
@@ -1,31 +1,25 @@
+from datetime import datetime
+from decimal import Decimal
+from functools import wraps
 import logging
 import math
 import os
-from datetime import datetime, timedelta
-from decimal import Decimal
-from functools import wraps
-from typing import Callable, Dict, Optional, Tuple, TypeVar, cast
-
-import stripe
+from typing import Any, Callable, Dict, Optional, TypeVar, Tuple, cast
 import ujson
-from django.conf import settings
-from django.core.signing import Signer
-from django.db import transaction
-from django.utils.timezone import now as timezone_now
-from django.utils.translation import ugettext as _

-from corporate.models import (
-    Customer,
-    CustomerPlan,
-    LicenseLedger,
-    get_current_plan_by_customer,
-    get_current_plan_by_realm,
-    get_customer_by_realm,
-)
+from django.conf import settings
+from django.db import transaction
+from django.utils.translation import ugettext as _
+from django.utils.timezone import now as timezone_now
+from django.core.signing import Signer
+import stripe
+
 from zerver.lib.logging_util import log_to_file
 from zerver.lib.timestamp import datetime_to_timestamp, timestamp_to_datetime
 from zerver.lib.utils import generate_random_token
-from zerver.models import Realm, RealmAuditLog, UserProfile
+from zerver.models import Realm, UserProfile, RealmAuditLog
+from corporate.models import Customer, CustomerPlan, LicenseLedger, \
+    get_current_plan
 from zproject.config import get_secret

 STRIPE_PUBLISHABLE_KEY = get_secret('stripe_publishable_key')
@@ -39,10 +33,9 @@ billing_logger = logging.getLogger('corporate.stripe')
 log_to_file(billing_logger, BILLING_LOG_PATH)
 log_to_file(logging.getLogger('stripe'), BILLING_LOG_PATH)

-CallableT = TypeVar('CallableT', bound=Callable[..., object])
+CallableT = TypeVar('CallableT', bound=Callable[..., Any])

 MIN_INVOICED_LICENSES = 30
-MAX_INVOICED_LICENSES = 1000
 DEFAULT_INVOICE_DAYS_UNTIL_DUE = 30

 def get_latest_seat_count(realm: Realm) -> int:
@@ -87,13 +80,9 @@ def next_month(billing_cycle_anchor: datetime, dt: datetime) -> datetime:
        if 20 < (proposed_next_month - dt).days < 40:
            return proposed_next_month
    raise AssertionError('Something wrong in next_month calculation with '
-                         f'billing_cycle_anchor: {billing_cycle_anchor}, dt: {dt}')
+                         'billing_cycle_anchor: %s, dt: %s' % (billing_cycle_anchor, dt))

 def start_of_next_billing_cycle(plan: CustomerPlan, event_time: datetime) -> datetime:
-    if plan.status == CustomerPlan.FREE_TRIAL:
-        assert(plan.next_invoice_date is not None)  # for mypy
-        return plan.next_invoice_date
-
    months_per_period = {
        CustomerPlan.ANNUAL: 12,
        CustomerPlan.MONTHLY: 1,
@@ -125,26 +114,17 @@ def next_invoice_date(plan: CustomerPlan) -> Optional[datetime]:
 def renewal_amount(plan: CustomerPlan, event_time: datetime) -> int:  # nocoverage: TODO
    if plan.fixed_price is not None:
        return plan.fixed_price
-    new_plan, last_ledger_entry = make_end_of_cycle_updates_if_needed(plan, event_time)
+    last_ledger_entry = make_end_of_cycle_updates_if_needed(plan, event_time)
    if last_ledger_entry is None:
        return 0
    if last_ledger_entry.licenses_at_next_renewal is None:
        return 0
-    if new_plan is not None:
-        plan = new_plan
    assert(plan.price_per_license is not None)  # for mypy
    return plan.price_per_license * last_ledger_entry.licenses_at_next_renewal

-def get_idempotency_key(ledger_entry: LicenseLedger) -> Optional[str]:
-    if settings.TEST_SUITE:
-        return None
-    return f'ledger_entry:{ledger_entry.id}'  # nocoverage
-
 class BillingError(Exception):
    # error messages
-    CONTACT_SUPPORT = _("Something went wrong. Please contact {email}.").format(
-        email=settings.ZULIP_ADMINISTRATOR,
-    )
+    CONTACT_SUPPORT = _("Something went wrong. Please contact %s.") % (settings.ZULIP_ADMINISTRATOR,)
    TRY_RELOADING = _("Something went wrong. Please reload the page.")

    # description is used only for tests
@@ -160,7 +140,7 @@ class StripeConnectionError(BillingError):

 def catch_stripe_errors(func: CallableT) -> CallableT:
    @wraps(func)
-    def wrapped(*args: object, **kwargs: object) -> object:
+    def wrapped(*args: Any, **kwargs: Any) -> Any:
        if settings.DEVELOPMENT and not settings.TEST_SUITE:  # nocoverage
            if STRIPE_PUBLISHABLE_KEY is None:
                raise BillingError('missing stripe config', "Missing Stripe config. "
@@ -172,19 +152,18 @@ def catch_stripe_errors(func: CallableT) -> CallableT:
        # https://stripe.com/docs/error-codes gives a more detailed set of error codes
        except stripe.error.StripeError as e:
            err = e.json_body.get('error', {})
-            billing_logger.error(
-                "Stripe error: %s %s %s %s",
-                e.http_status, err.get('type'), err.get('code'), err.get('param'),
-            )
+            billing_logger.error("Stripe error: %s %s %s %s" % (
+                e.http_status, err.get('type'), err.get('code'), err.get('param')))
            if isinstance(e, stripe.error.CardError):
                # TODO: Look into i18n for this
                raise StripeCardError('card error', err.get('message'))
-            if isinstance(e, (stripe.error.RateLimitError, stripe.error.APIConnectionError)):  # nocoverage TODO
+            if isinstance(e, stripe.error.RateLimitError) or \
+               isinstance(e, stripe.error.APIConnectionError):  # nocoverage TODO
                raise StripeConnectionError(
                    'stripe connection error',
                    _("Something went wrong. Please wait a few seconds and try again."))
            raise BillingError('other stripe error', BillingError.CONTACT_SUPPORT)
-    return cast(CallableT, wrapped)
+    return wrapped  # type: ignore # https://github.com/python/mypy/issues/1927

@catch_stripe_errors
 def stripe_get_customer(stripe_customer_id: str) -> stripe.Customer:
@@ -198,7 +177,7 @@ def do_create_stripe_customer(user: UserProfile, stripe_token: Optional[str]=Non
    # bad thing that will happen is that we will create an extra stripe
    # customer that we can delete or ignore.
    stripe_customer = stripe.Customer.create(
-        description=f"{realm.string_id} ({realm.name})",
+        description="%s (%s)" % (realm.string_id, realm.name),
        email=user.delivery_email,
        metadata={'realm_id': realm.id, 'realm_str': realm.string_id},
        source=stripe_token)
@@ -220,10 +199,7 @@ def do_create_stripe_customer(user: UserProfile, stripe_token: Optional[str]=Non
@catch_stripe_errors
 def do_replace_payment_source(user: UserProfile, stripe_token: str,
                              pay_invoices: bool=False) -> stripe.Customer:
-    customer = get_customer_by_realm(user.realm)
-    assert(customer is not None)  # for mypy
-
-    stripe_customer = stripe_get_customer(customer.stripe_customer_id)
+    stripe_customer = stripe_get_customer(Customer.objects.get(realm=user.realm).stripe_customer_id)
    stripe_customer.source = stripe_token
    # Deletes existing card: https://stripe.com/docs/api#update_customer-source
    updated_stripe_customer = stripe.Customer.save(stripe_customer)
@@ -234,7 +210,7 @@ def do_replace_payment_source(user: UserProfile, stripe_token: str,
        for stripe_invoice in stripe.Invoice.list(
                billing='charge_automatically', customer=stripe_customer.id, status='open'):
            # The user will get either a receipt or a "failed payment" email, but the in-app
-            # messaging could be clearer here (e.g. it could explicitly tell the user that there
+            # messaging could be clearer here (e.g. it could explictly tell the user that there
            # were payment(s) and that they succeeded or failed).
            # Worth fixing if we notice that a lot of cards end up failing at this step.
            stripe.Invoice.pay(stripe_invoice)
@@ -242,77 +218,28 @@ def do_replace_payment_source(user: UserProfile, stripe_token: str,

 # event_time should roughly be timezone_now(). Not designed to handle
 # event_times in the past or future
-@transaction.atomic
 def make_end_of_cycle_updates_if_needed(plan: CustomerPlan,
-                                        event_time: datetime) -> Tuple[Optional[CustomerPlan], Optional[LicenseLedger]]:
+                                        event_time: datetime) -> Optional[LicenseLedger]:
    last_ledger_entry = LicenseLedger.objects.filter(plan=plan).order_by('-id').first()
    last_renewal = LicenseLedger.objects.filter(plan=plan, is_renewal=True) \
                                        .order_by('-id').first().event_time
    next_billing_cycle = start_of_next_billing_cycle(plan, last_renewal)
    if next_billing_cycle <= event_time:
        if plan.status == CustomerPlan.ACTIVE:
-            return None, LicenseLedger.objects.create(
+            return LicenseLedger.objects.create(
                plan=plan, is_renewal=True, event_time=next_billing_cycle,
                licenses=last_ledger_entry.licenses_at_next_renewal,
                licenses_at_next_renewal=last_ledger_entry.licenses_at_next_renewal)
-        if plan.status == CustomerPlan.FREE_TRIAL:
-            plan.invoiced_through = last_ledger_entry
-            assert(plan.next_invoice_date is not None)
-            plan.billing_cycle_anchor = plan.next_invoice_date.replace(microsecond=0)
-            plan.status = CustomerPlan.ACTIVE
-            plan.save(update_fields=["invoiced_through", "billing_cycle_anchor", "status"])
-            return None, LicenseLedger.objects.create(
-                plan=plan, is_renewal=True, event_time=next_billing_cycle,
-                licenses=last_ledger_entry.licenses_at_next_renewal,
-                licenses_at_next_renewal=last_ledger_entry.licenses_at_next_renewal)
-
-        if plan.status == CustomerPlan.SWITCH_TO_ANNUAL_AT_END_OF_CYCLE:
-            if plan.fixed_price is not None:  # nocoverage
-                raise NotImplementedError("Can't switch fixed priced monthly plan to annual.")
-
-            plan.status = CustomerPlan.ENDED
-            plan.save(update_fields=["status"])
-
-            discount = plan.customer.default_discount or plan.discount
-            _, _, _, price_per_license = compute_plan_parameters(
-                automanage_licenses=plan.automanage_licenses, billing_schedule=CustomerPlan.ANNUAL,
-                discount=plan.discount
-            )
-
-            new_plan = CustomerPlan.objects.create(
-                customer=plan.customer, billing_schedule=CustomerPlan.ANNUAL, automanage_licenses=plan.automanage_licenses,
-                charge_automatically=plan.charge_automatically, price_per_license=price_per_license,
-                discount=discount, billing_cycle_anchor=next_billing_cycle,
-                tier=plan.tier, status=CustomerPlan.ACTIVE, next_invoice_date=next_billing_cycle,
-                invoiced_through=None, invoicing_status=CustomerPlan.INITIAL_INVOICE_TO_BE_SENT,
-            )
-
-            new_plan_ledger_entry = LicenseLedger.objects.create(
-                plan=new_plan, is_renewal=True, event_time=next_billing_cycle,
-                licenses=last_ledger_entry.licenses_at_next_renewal,
-                licenses_at_next_renewal=last_ledger_entry.licenses_at_next_renewal
-            )
-
-            RealmAuditLog.objects.create(
-                realm=new_plan.customer.realm, event_time=event_time,
-                event_type=RealmAuditLog.CUSTOMER_SWITCHED_FROM_MONTHLY_TO_ANNUAL_PLAN,
-                extra_data=ujson.dumps({
-                    "monthly_plan_id": plan.id,
-                    "annual_plan_id": new_plan.id,
-                })
-            )
-            return new_plan, new_plan_ledger_entry
-
        if plan.status == CustomerPlan.DOWNGRADE_AT_END_OF_CYCLE:
            process_downgrade(plan)
-        return None, None
-    return None, last_ledger_entry
+        return None
+    return last_ledger_entry

 # Returns Customer instead of stripe_customer so that we don't make a Stripe
 # API call if there's nothing to update
 def update_or_create_stripe_customer(user: UserProfile, stripe_token: Optional[str]=None) -> Customer:
    realm = user.realm
-    customer = get_customer_by_realm(realm)
+    customer = Customer.objects.filter(realm=realm).first()
    if customer is None or customer.stripe_customer_id is None:
        return do_create_stripe_customer(user, stripe_token=stripe_token)
    if stripe_token is not None:
@@ -321,8 +248,7 @@ def update_or_create_stripe_customer(user: UserProfile, stripe_token: Optional[s

 def compute_plan_parameters(
        automanage_licenses: bool, billing_schedule: int,
-        discount: Optional[Decimal],
-        free_trial: bool=False) -> Tuple[datetime, datetime, datetime, int]:
+        discount: Optional[Decimal]) -> Tuple[datetime, datetime, datetime, int]:
    # Everything in Stripe is stored as timestamps with 1 second resolution,
    # so standardize on 1 second resolution.
    # TODO talk about leapseconds?
@@ -335,16 +261,13 @@ def compute_plan_parameters(
        price_per_license = 800
        period_end = add_months(billing_cycle_anchor, 1)
    else:
-        raise AssertionError(f'Unknown billing_schedule: {billing_schedule}')
+        raise AssertionError('Unknown billing_schedule: {}'.format(billing_schedule))
    if discount is not None:
        # There are no fractional cents in Stripe, so round down to nearest integer.
        price_per_license = int(float(price_per_license * (1 - discount / 100)) + .00001)
    next_invoice_date = period_end
    if automanage_licenses:
        next_invoice_date = add_months(billing_cycle_anchor, 1)
-    if free_trial:
-        period_end = billing_cycle_anchor + timedelta(days=settings.FREE_TRIAL_DAYS)
-        next_invoice_date = period_end
    return billing_cycle_anchor, next_invoice_date, period_end, price_per_license

 # Only used for cloud signups
@@ -353,44 +276,38 @@ def process_initial_upgrade(user: UserProfile, licenses: int, automanage_license
                            billing_schedule: int, stripe_token: Optional[str]) -> None:
    realm = user.realm
    customer = update_or_create_stripe_customer(user, stripe_token=stripe_token)
-    charge_automatically = stripe_token is not None
-    free_trial = settings.FREE_TRIAL_DAYS not in (None, 0)
-
-    if get_current_plan_by_customer(customer) is not None:
+    if get_current_plan(customer) is not None:
        # Unlikely race condition from two people upgrading (clicking "Make payment")
        # at exactly the same time. Doesn't fully resolve the race condition, but having
        # a check here reduces the likelihood.
        billing_logger.warning(
-            "Customer %s trying to upgrade, but has an active subscription", customer,
-        )
+            "Customer {} trying to upgrade, but has an active subscription".format(customer))
        raise BillingError('subscribing with existing subscription', BillingError.TRY_RELOADING)

    billing_cycle_anchor, next_invoice_date, period_end, price_per_license = compute_plan_parameters(
-        automanage_licenses, billing_schedule, customer.default_discount, free_trial)
+        automanage_licenses, billing_schedule, customer.default_discount)
    # The main design constraint in this function is that if you upgrade with a credit card, and the
    # charge fails, everything should be rolled back as if nothing had happened. This is because we
    # expect frequent card failures on initial signup.
    # Hence, if we're going to charge a card, do it at the beginning, even if we later may have to
    # adjust the number of licenses.
+    charge_automatically = stripe_token is not None
    if charge_automatically:
-        if not free_trial:
-            stripe_charge = stripe.Charge.create(
-                amount=price_per_license * licenses,
-                currency='usd',
-                customer=customer.stripe_customer_id,
-                description=f"Upgrade to Zulip Standard, ${price_per_license/100} x {licenses}",
-                receipt_email=user.delivery_email,
-                statement_descriptor='Zulip Standard')
-            # Not setting a period start and end, but maybe we should? Unclear what will make things
-            # most similar to the renewal case from an accounting perspective.
-            assert isinstance(stripe_charge.source, stripe.Card)
-            description = f"Payment (Card ending in {stripe_charge.source.last4})"
-            stripe.InvoiceItem.create(
-                amount=price_per_license * licenses * -1,
-                currency='usd',
-                customer=customer.stripe_customer_id,
-                description=description,
-                discountable=False)
+        stripe_charge = stripe.Charge.create(
+            amount=price_per_license * licenses,
+            currency='usd',
+            customer=customer.stripe_customer_id,
+            description="Upgrade to Zulip Standard, ${} x {}".format(price_per_license/100, licenses),
+            receipt_email=user.delivery_email,
+            statement_descriptor='Zulip Standard')
+        # Not setting a period start and end, but maybe we should? Unclear what will make things
+        # most similar to the renewal case from an accounting perspective.
+        stripe.InvoiceItem.create(
+            amount=price_per_license * licenses * -1,
+            currency='usd',
+            customer=customer.stripe_customer_id,
+            description="Payment (Card ending in {})".format(cast(stripe.Card, stripe_charge.source).last4),
+            discountable=False)

    # TODO: The correctness of this relies on user creation, deactivation, etc being
    # in a transaction.atomic() with the relevant RealmAuditLog entries
@@ -406,8 +323,6 @@ def process_initial_upgrade(user: UserProfile, licenses: int, automanage_license
            'billing_cycle_anchor': billing_cycle_anchor,
            'billing_schedule': billing_schedule,
            'tier': CustomerPlan.STANDARD}
-        if free_trial:
-            plan_params['status'] = CustomerPlan.FREE_TRIAL
        plan = CustomerPlan.objects.create(
            customer=customer,
            next_invoice_date=next_invoice_date,
@@ -424,52 +339,49 @@ def process_initial_upgrade(user: UserProfile, licenses: int, automanage_license
            realm=realm, acting_user=user, event_time=billing_cycle_anchor,
            event_type=RealmAuditLog.CUSTOMER_PLAN_CREATED,
            extra_data=ujson.dumps(plan_params))
+    stripe.InvoiceItem.create(
+        currency='usd',
+        customer=customer.stripe_customer_id,
+        description='Zulip Standard',
+        discountable=False,
+        period = {'start': datetime_to_timestamp(billing_cycle_anchor),
+                  'end': datetime_to_timestamp(period_end)},
+        quantity=billed_licenses,
+        unit_amount=price_per_license)

-    if not free_trial:
-        stripe.InvoiceItem.create(
-            currency='usd',
-            customer=customer.stripe_customer_id,
-            description='Zulip Standard',
-            discountable=False,
-            period = {'start': datetime_to_timestamp(billing_cycle_anchor),
-                      'end': datetime_to_timestamp(period_end)},
-            quantity=billed_licenses,
-            unit_amount=price_per_license)
-
-        if charge_automatically:
-            billing_method = 'charge_automatically'
-            days_until_due = None
-        else:
-            billing_method = 'send_invoice'
-            days_until_due = DEFAULT_INVOICE_DAYS_UNTIL_DUE
-
-        stripe_invoice = stripe.Invoice.create(
-            auto_advance=True,
-            billing=billing_method,
-            customer=customer.stripe_customer_id,
-            days_until_due=days_until_due,
-            statement_descriptor='Zulip Standard')
-        stripe.Invoice.finalize_invoice(stripe_invoice)
+    if charge_automatically:
+        billing_method = 'charge_automatically'
+        days_until_due = None
+    else:
+        billing_method = 'send_invoice'
+        days_until_due = DEFAULT_INVOICE_DAYS_UNTIL_DUE
+    stripe_invoice = stripe.Invoice.create(
+        auto_advance=True,
+        billing=billing_method,
+        customer=customer.stripe_customer_id,
+        days_until_due=days_until_due,
+        statement_descriptor='Zulip Standard')
+    stripe.Invoice.finalize_invoice(stripe_invoice)

    from zerver.lib.actions import do_change_plan_type
    do_change_plan_type(realm, Realm.STANDARD)

 def update_license_ledger_for_automanaged_plan(realm: Realm, plan: CustomerPlan,
                                               event_time: datetime) -> None:
-    new_plan, last_ledger_entry = make_end_of_cycle_updates_if_needed(plan, event_time)
+    last_ledger_entry = make_end_of_cycle_updates_if_needed(plan, event_time)
    if last_ledger_entry is None:
        return
-    if new_plan is not None:
-        plan = new_plan
    licenses_at_next_renewal = get_latest_seat_count(realm)
    licenses = max(licenses_at_next_renewal, last_ledger_entry.licenses)
-
    LicenseLedger.objects.create(
        plan=plan, event_time=event_time, licenses=licenses,
        licenses_at_next_renewal=licenses_at_next_renewal)

 def update_license_ledger_if_needed(realm: Realm, event_time: datetime) -> None:
-    plan = get_current_plan_by_realm(realm)
+    customer = Customer.objects.filter(realm=realm).first()
+    if customer is None:
+        return
+    plan = get_current_plan(customer)
    if plan is None:
        return
    if not plan.automanage_licenses:
@@ -480,19 +392,12 @@ def invoice_plan(plan: CustomerPlan, event_time: datetime) -> None:
    if plan.invoicing_status == CustomerPlan.STARTED:
        raise NotImplementedError('Plan with invoicing_status==STARTED needs manual resolution.')
    make_end_of_cycle_updates_if_needed(plan, event_time)
-
-    if plan.invoicing_status == CustomerPlan.INITIAL_INVOICE_TO_BE_SENT:
-        invoiced_through_id = -1
-        licenses_base = None
-    else:
-        assert(plan.invoiced_through is not None)
-        licenses_base = plan.invoiced_through.licenses
-        invoiced_through_id = plan.invoiced_through.id
-
+    assert(plan.invoiced_through is not None)
+    licenses_base = plan.invoiced_through.licenses
    invoice_item_created = False
-    for ledger_entry in LicenseLedger.objects.filter(plan=plan, id__gt=invoiced_through_id,
+    for ledger_entry in LicenseLedger.objects.filter(plan=plan, id__gt=plan.invoiced_through.id,
                                                     event_time__lte=event_time).order_by('id'):
-        price_args: Dict[str, int] = {}
+        price_args = {}  # type: Dict[str, int]
        if ledger_entry.is_renewal:
            if plan.fixed_price is not None:
                price_args = {'amount': plan.fixed_price}
@@ -501,7 +406,7 @@ def invoice_plan(plan: CustomerPlan, event_time: datetime) -> None:
                price_args = {'unit_amount': plan.price_per_license,
                              'quantity': ledger_entry.licenses}
            description = "Zulip Standard - renewal"
-        elif licenses_base is not None and ledger_entry.licenses != licenses_base:
+        elif ledger_entry.licenses != licenses_base:
            assert(plan.price_per_license)
            last_renewal = LicenseLedger.objects.filter(
                plan=plan, is_renewal=True, event_time__lte=ledger_entry.event_time) \
@@ -517,6 +422,9 @@ def invoice_plan(plan: CustomerPlan, event_time: datetime) -> None:
            plan.invoiced_through = ledger_entry
            plan.invoicing_status = CustomerPlan.STARTED
            plan.save(update_fields=['invoicing_status', 'invoiced_through'])
+            idempotency_key = 'ledger_entry:{}'.format(ledger_entry.id)  # type: Optional[str]
+            if settings.TEST_SUITE:
+                idempotency_key = None
            stripe.InvoiceItem.create(
                currency='usd',
                customer=plan.customer.stripe_customer_id,
@@ -525,7 +433,7 @@ def invoice_plan(plan: CustomerPlan, event_time: datetime) -> None:
                period = {'start': datetime_to_timestamp(ledger_entry.event_time),
                          'end': datetime_to_timestamp(
                              start_of_next_billing_cycle(plan, ledger_entry.event_time))},
-                idempotency_key=get_idempotency_key(ledger_entry),
+                idempotency_key=idempotency_key,
                **price_args)
            invoice_item_created = True
        plan.invoiced_through = ledger_entry
@@ -558,13 +466,8 @@ def invoice_plans_as_needed(event_time: datetime=timezone_now()) -> None:
 def attach_discount_to_realm(realm: Realm, discount: Decimal) -> None:
    Customer.objects.update_or_create(realm=realm, defaults={'default_discount': discount})

-def update_sponsorship_status(realm: Realm, sponsorship_pending: bool) -> None:
-    customer, _ = Customer.objects.get_or_create(realm=realm)
-    customer.sponsorship_pending = sponsorship_pending
-    customer.save(update_fields=["sponsorship_pending"])
-
 def get_discount_for_realm(realm: Realm) -> Optional[Decimal]:
-    customer = get_customer_by_realm(realm)
+    customer = Customer.objects.filter(realm=realm).first()
    if customer is not None:
        return customer.default_discount
    return None
@@ -572,10 +475,8 @@ def get_discount_for_realm(realm: Realm) -> Optional[Decimal]:
 def do_change_plan_status(plan: CustomerPlan, status: int) -> None:
    plan.status = status
    plan.save(update_fields=['status'])
-    billing_logger.info(
-        'Change plan status: Customer.id: %s, CustomerPlan.id: %s, status: %s',
-        plan.customer.id, plan.id, status,
-    )
+    billing_logger.info('Change plan status: Customer.id: %s, CustomerPlan.id: %s, status: %s' % (
+        plan.customer.id, plan.id, status))

 def process_downgrade(plan: CustomerPlan) -> None:
    from zerver.lib.actions import do_change_plan_type
@@ -595,16 +496,3 @@ def estimate_annual_recurring_revenue_by_realm() -> Dict[str, int]:  # nocoverag
        # TODO: Decimal stuff
        annual_revenue[plan.customer.realm.string_id] = int(renewal_cents / 100)
    return annual_revenue
-
-# During realm deactivation we instantly downgrade the plan to Limited.
-# Extra users added in the final month are not charged. Also used
-# for the cancelation of Free Trial.
-def downgrade_now(realm: Realm) -> None:
-    plan = get_current_plan_by_realm(realm)
-    if plan is None:
-        return
-
-    process_downgrade(plan)
-    plan.invoiced_through = LicenseLedger.objects.filter(plan=plan).order_by('id').last()
-    plan.next_invoice_date = next_invoice_date(plan)
-    plan.save(update_fields=["invoiced_through", "next_invoice_date"])
--- a/corporate/migrations/0001_initial.py
+++ b/corporate/migrations/0001_initial.py
@@ -1,7 +1,9 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.14 on 2018-09-25 12:02
+from __future__ import unicode_literals

-import django.db.models.deletion
 from django.db import migrations, models
+import django.db.models.deletion


 class Migration(migrations.Migration):
--- a/corporate/migrations/0002_customer_default_discount.py
+++ b/corporate/migrations/0002_customer_default_discount.py
@@ -1,4 +1,6 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.16 on 2018-12-12 20:19
+from __future__ import unicode_literals

 from django.db import migrations, models

--- a/corporate/migrations/0003_customerplan.py
+++ b/corporate/migrations/0003_customerplan.py
@@ -1,7 +1,9 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.16 on 2018-12-22 21:05
+from __future__ import unicode_literals

-import django.db.models.deletion
 from django.db import migrations, models
+import django.db.models.deletion


 class Migration(migrations.Migration):
--- a/corporate/migrations/0004_licenseledger.py
+++ b/corporate/migrations/0004_licenseledger.py
@@ -1,7 +1,9 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.18 on 2019-01-19 05:01
+from __future__ import unicode_literals

-import django.db.models.deletion
 from django.db import migrations, models
+import django.db.models.deletion


 class Migration(migrations.Migration):
--- a/corporate/migrations/0005_customerplan_invoicing.py
+++ b/corporate/migrations/0005_customerplan_invoicing.py
@@ -1,7 +1,9 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.18 on 2019-01-28 13:04
+from __future__ import unicode_literals

-import django.db.models.deletion
 from django.db import migrations, models
+import django.db.models.deletion


 class Migration(migrations.Migration):
--- a/corporate/migrations/0006_nullable_stripe_customer_id.py
+++ b/corporate/migrations/0006_nullable_stripe_customer_id.py
@@ -1,4 +1,6 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.18 on 2019-01-29 01:46
+from __future__ import unicode_literals

 from django.db import migrations, models

--- a/corporate/migrations/0007_remove_deprecated_fields.py
+++ b/corporate/migrations/0007_remove_deprecated_fields.py
@@ -1,4 +1,6 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.18 on 2019-01-31 22:16
+from __future__ import unicode_literals

 from django.db import migrations

--- a/corporate/migrations/0008_nullable_next_invoice_date.py
+++ b/corporate/migrations/0008_nullable_next_invoice_date.py
@@ -1,4 +1,6 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.11.20 on 2019-04-11 00:45
+from __future__ import unicode_literals

 from django.db import migrations, models

--- a/corporate/migrations/0009_customer_sponsorship_pending.py
+++ b/corporate/migrations/0009_customer_sponsorship_pending.py
@@ -1,18 +0,0 @@
-# Generated by Django 2.2.13 on 2020-06-09 12:09
-
-from django.db import migrations, models
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ('corporate', '0008_nullable_next_invoice_date'),
-    ]
-
-    operations = [
-        migrations.AddField(
-            model_name='customer',
-            name='sponsorship_pending',
-            field=models.BooleanField(default=False),
-        ),
-    ]
--- a/corporate/models.py
+++ b/corporate/models.py
@@ -7,81 +7,67 @@ from django.db.models import CASCADE

 from zerver.models import Realm

-
 class Customer(models.Model):
-    realm: Realm = models.OneToOneField(Realm, on_delete=CASCADE)
-    stripe_customer_id: str = models.CharField(max_length=255, null=True, unique=True)
-    sponsorship_pending: bool = models.BooleanField(default=False)
+    realm = models.OneToOneField(Realm, on_delete=CASCADE)  # type: Realm
+    stripe_customer_id = models.CharField(max_length=255, null=True, unique=True)  # type: str
    # A percentage, like 85.
-    default_discount: Optional[Decimal] = models.DecimalField(decimal_places=4, max_digits=7, null=True)
+    default_discount = models.DecimalField(decimal_places=4, max_digits=7, null=True)  # type: Optional[Decimal]

    def __str__(self) -> str:
-        return f"<Customer {self.realm} {self.stripe_customer_id}>"
-
-def get_customer_by_realm(realm: Realm) -> Optional[Customer]:
-    return Customer.objects.filter(realm=realm).first()
+        return "<Customer %s %s>" % (self.realm, self.stripe_customer_id)

 class CustomerPlan(models.Model):
-    customer: Customer = models.ForeignKey(Customer, on_delete=CASCADE)
-    automanage_licenses: bool = models.BooleanField(default=False)
-    charge_automatically: bool = models.BooleanField(default=False)
+    customer = models.ForeignKey(Customer, on_delete=CASCADE)  # type: Customer
+    automanage_licenses = models.BooleanField(default=False)  # type: bool
+    charge_automatically = models.BooleanField(default=False)  # type: bool

    # Both of these are in cents. Exactly one of price_per_license or
    # fixed_price should be set. fixed_price is only for manual deals, and
    # can't be set via the self-serve billing system.
-    price_per_license: Optional[int] = models.IntegerField(null=True)
-    fixed_price: Optional[int] = models.IntegerField(null=True)
+    price_per_license = models.IntegerField(null=True)  # type: Optional[int]
+    fixed_price = models.IntegerField(null=True)  # type: Optional[int]

    # Discount that was applied. For display purposes only.
-    discount: Optional[Decimal] = models.DecimalField(decimal_places=4, max_digits=6, null=True)
+    discount = models.DecimalField(decimal_places=4, max_digits=6, null=True)  # type: Optional[Decimal]

-    billing_cycle_anchor: datetime.datetime = models.DateTimeField()
+    billing_cycle_anchor = models.DateTimeField()  # type: datetime.datetime
    ANNUAL = 1
    MONTHLY = 2
-    billing_schedule: int = models.SmallIntegerField()
+    billing_schedule = models.SmallIntegerField()  # type: int

-    next_invoice_date: Optional[datetime.datetime] = models.DateTimeField(db_index=True, null=True)
-    invoiced_through: Optional["LicenseLedger"] = models.ForeignKey(
-        'LicenseLedger', null=True, on_delete=CASCADE, related_name='+')
+    next_invoice_date = models.DateTimeField(db_index=True, null=True)  # type: Optional[datetime.datetime]
+    invoiced_through = models.ForeignKey(
+        'LicenseLedger', null=True, on_delete=CASCADE, related_name='+')  # type: Optional[LicenseLedger]
    DONE = 1
    STARTED = 2
-    INITIAL_INVOICE_TO_BE_SENT = 3
-    invoicing_status: int = models.SmallIntegerField(default=DONE)
+    invoicing_status = models.SmallIntegerField(default=DONE)  # type: int

    STANDARD = 1
    PLUS = 2  # not available through self-serve signup
    ENTERPRISE = 10
-    tier: int = models.SmallIntegerField()
+    tier = models.SmallIntegerField()  # type: int

    ACTIVE = 1
    DOWNGRADE_AT_END_OF_CYCLE = 2
-    FREE_TRIAL = 3
-    SWITCH_TO_ANNUAL_AT_END_OF_CYCLE = 4
    # "Live" plans should have a value < LIVE_STATUS_THRESHOLD.
    # There should be at most one live plan per customer.
    LIVE_STATUS_THRESHOLD = 10
    ENDED = 11
    NEVER_STARTED = 12
-    status: int = models.SmallIntegerField(default=ACTIVE)
+    status = models.SmallIntegerField(default=ACTIVE)  # type: int

    # TODO maybe override setattr to ensure billing_cycle_anchor, etc are immutable

-def get_current_plan_by_customer(customer: Customer) -> Optional[CustomerPlan]:
+def get_current_plan(customer: Customer) -> Optional[CustomerPlan]:
    return CustomerPlan.objects.filter(
        customer=customer, status__lt=CustomerPlan.LIVE_STATUS_THRESHOLD).first()

-def get_current_plan_by_realm(realm: Realm) -> Optional[CustomerPlan]:
-    customer = get_customer_by_realm(realm)
-    if customer is None:
-        return None
-    return get_current_plan_by_customer(customer)
-
 class LicenseLedger(models.Model):
-    plan: CustomerPlan = models.ForeignKey(CustomerPlan, on_delete=CASCADE)
+    plan = models.ForeignKey(CustomerPlan, on_delete=CASCADE)  # type: CustomerPlan
    # Also True for the initial upgrade.
-    is_renewal: bool = models.BooleanField(default=False)
-    event_time: datetime.datetime = models.DateTimeField()
-    licenses: int = models.IntegerField()
+    is_renewal = models.BooleanField(default=False)  # type: bool
+    event_time = models.DateTimeField()  # type: datetime.datetime
+    licenses = models.IntegerField()  # type: int
    # None means the plan does not automatically renew.
    # This cannot be None if plan.automanage_licenses.
-    licenses_at_next_renewal: Optional[int] = models.IntegerField(null=True)
+    licenses_at_next_renewal = models.IntegerField(null=True)  # type: Optional[int]
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Charge.list.1.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Charge.list.1.json
@@ -1,6 +0,0 @@
-{
-  "data": [],
-  "has_more": false,
-  "object": "list",
-  "url": "/v1/charges"
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Customer.retrieve.1.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Customer.retrieve.1.json
@@ -1,104 +0,0 @@
-{
-  "account_balance": 0,
-  "address": null,
-  "balance": 0,
-  "created": 1010000001,
-  "currency": null,
-  "default_source": {
-    "address_city": "Pacific",
-    "address_country": "United States",
-    "address_line1": "Under the sea,",
-    "address_line1_check": "pass",
-    "address_line2": null,
-    "address_state": null,
-    "address_zip": "33333",
-    "address_zip_check": "pass",
-    "brand": "Visa",
-    "country": "US",
-    "customer": "cus_NORMALIZED0001",
-    "cvc_check": "pass",
-    "dynamic_last4": null,
-    "exp_month": 3,
-    "exp_year": 2033,
-    "fingerprint": "NORMALIZED000001",
-    "funding": "credit",
-    "id": "card_NORMALIZED00000000000001",
-    "last4": "4242",
-    "metadata": {},
-    "name": "Ada Starr",
-    "object": "card",
-    "tokenization_method": null
-  },
-  "delinquent": false,
-  "description": "zulip (Zulip Dev)",
-  "discount": null,
-  "email": "hamlet@zulip.com",
-  "id": "cus_NORMALIZED0001",
-  "invoice_prefix": "NORMA01",
-  "invoice_settings": {
-    "custom_fields": null,
-    "default_payment_method": null,
-    "footer": null
-  },
-  "livemode": false,
-  "metadata": {
-    "realm_id": "1",
-    "realm_str": "zulip"
-  },
-  "name": null,
-  "next_invoice_sequence": 1,
-  "object": "customer",
-  "phone": null,
-  "preferred_locales": [],
-  "shipping": null,
-  "sources": {
-    "data": [
-      {
-        "address_city": "Pacific",
-        "address_country": "United States",
-        "address_line1": "Under the sea,",
-        "address_line1_check": "pass",
-        "address_line2": null,
-        "address_state": null,
-        "address_zip": "33333",
-        "address_zip_check": "pass",
-        "brand": "Visa",
-        "country": "US",
-        "customer": "cus_NORMALIZED0001",
-        "cvc_check": "pass",
-        "dynamic_last4": null,
-        "exp_month": 3,
-        "exp_year": 2033,
-        "fingerprint": "NORMALIZED000001",
-        "funding": "credit",
-        "id": "card_NORMALIZED00000000000001",
-        "last4": "4242",
-        "metadata": {},
-        "name": "Ada Starr",
-        "object": "card",
-        "tokenization_method": null
-      }
-    ],
-    "has_more": false,
-    "object": "list",
-    "total_count": 1,
-    "url": "/v1/customers/cus_NORMALIZED0001/sources"
-  },
-  "subscriptions": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/subscriptions"
-  },
-  "tax_exempt": "none",
-  "tax_ids": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/tax_ids"
-  },
-  "tax_info": null,
-  "tax_info_verification": null
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Customer.retrieve.2.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Customer.retrieve.2.json
@@ -1,104 +0,0 @@
-{
-  "account_balance": 0,
-  "address": null,
-  "balance": 0,
-  "created": 1010000001,
-  "currency": null,
-  "default_source": {
-    "address_city": "Pacific",
-    "address_country": "United States",
-    "address_line1": "Under the sea,",
-    "address_line1_check": "pass",
-    "address_line2": null,
-    "address_state": null,
-    "address_zip": "33333",
-    "address_zip_check": "pass",
-    "brand": "Visa",
-    "country": "US",
-    "customer": "cus_NORMALIZED0001",
-    "cvc_check": "pass",
-    "dynamic_last4": null,
-    "exp_month": 3,
-    "exp_year": 2033,
-    "fingerprint": "NORMALIZED000001",
-    "funding": "credit",
-    "id": "card_NORMALIZED00000000000001",
-    "last4": "4242",
-    "metadata": {},
-    "name": "Ada Starr",
-    "object": "card",
-    "tokenization_method": null
-  },
-  "delinquent": false,
-  "description": "zulip (Zulip Dev)",
-  "discount": null,
-  "email": "hamlet@zulip.com",
-  "id": "cus_NORMALIZED0001",
-  "invoice_prefix": "NORMA01",
-  "invoice_settings": {
-    "custom_fields": null,
-    "default_payment_method": null,
-    "footer": null
-  },
-  "livemode": false,
-  "metadata": {
-    "realm_id": "1",
-    "realm_str": "zulip"
-  },
-  "name": null,
-  "next_invoice_sequence": 1,
-  "object": "customer",
-  "phone": null,
-  "preferred_locales": [],
-  "shipping": null,
-  "sources": {
-    "data": [
-      {
-        "address_city": "Pacific",
-        "address_country": "United States",
-        "address_line1": "Under the sea,",
-        "address_line1_check": "pass",
-        "address_line2": null,
-        "address_state": null,
-        "address_zip": "33333",
-        "address_zip_check": "pass",
-        "brand": "Visa",
-        "country": "US",
-        "customer": "cus_NORMALIZED0001",
-        "cvc_check": "pass",
-        "dynamic_last4": null,
-        "exp_month": 3,
-        "exp_year": 2033,
-        "fingerprint": "NORMALIZED000001",
-        "funding": "credit",
-        "id": "card_NORMALIZED00000000000001",
-        "last4": "4242",
-        "metadata": {},
-        "name": "Ada Starr",
-        "object": "card",
-        "tokenization_method": null
-      }
-    ],
-    "has_more": false,
-    "object": "list",
-    "total_count": 1,
-    "url": "/v1/customers/cus_NORMALIZED0001/sources"
-  },
-  "subscriptions": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/subscriptions"
-  },
-  "tax_exempt": "none",
-  "tax_ids": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/tax_ids"
-  },
-  "tax_info": null,
-  "tax_info_verification": null
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Customer.retrieve.3.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Customer.retrieve.3.json
@@ -1,104 +0,0 @@
-{
-    "account_balance": 0,
-    "address": null,
-    "balance": 0,
-    "created": 1010000001,
-    "currency": null,
-    "default_source": {
-      "address_city": "Pacific",
-      "address_country": "United States",
-      "address_line1": "Under the sea,",
-      "address_line1_check": "pass",
-      "address_line2": null,
-      "address_state": null,
-      "address_zip": "33333",
-      "address_zip_check": "pass",
-      "brand": "Visa",
-      "country": "US",
-      "customer": "cus_NORMALIZED0001",
-      "cvc_check": "pass",
-      "dynamic_last4": null,
-      "exp_month": 3,
-      "exp_year": 2033,
-      "fingerprint": "NORMALIZED000001",
-      "funding": "credit",
-      "id": "card_NORMALIZED00000000000001",
-      "last4": "4242",
-      "metadata": {},
-      "name": "Ada Starr",
-      "object": "card",
-      "tokenization_method": null
-    },
-    "delinquent": false,
-    "description": "zulip (Zulip Dev)",
-    "discount": null,
-    "email": "hamlet@zulip.com",
-    "id": "cus_NORMALIZED0001",
-    "invoice_prefix": "NORMA01",
-    "invoice_settings": {
-      "custom_fields": null,
-      "default_payment_method": null,
-      "footer": null
-    },
-    "livemode": false,
-    "metadata": {
-      "realm_id": "1",
-      "realm_str": "zulip"
-    },
-    "name": null,
-    "next_invoice_sequence": 1,
-    "object": "customer",
-    "phone": null,
-    "preferred_locales": [],
-    "shipping": null,
-    "sources": {
-      "data": [
-        {
-          "address_city": "Pacific",
-          "address_country": "United States",
-          "address_line1": "Under the sea,",
-          "address_line1_check": "pass",
-          "address_line2": null,
-          "address_state": null,
-          "address_zip": "33333",
-          "address_zip_check": "pass",
-          "brand": "Visa",
-          "country": "US",
-          "customer": "cus_NORMALIZED0001",
-          "cvc_check": "pass",
-          "dynamic_last4": null,
-          "exp_month": 3,
-          "exp_year": 2033,
-          "fingerprint": "NORMALIZED000001",
-          "funding": "credit",
-          "id": "card_NORMALIZED00000000000001",
-          "last4": "4242",
-          "metadata": {},
-          "name": "Ada Starr",
-          "object": "card",
-          "tokenization_method": null
-        }
-      ],
-      "has_more": false,
-      "object": "list",
-      "total_count": 1,
-      "url": "/v1/customers/cus_NORMALIZED0001/sources"
-    },
-    "subscriptions": {
-      "data": [],
-      "has_more": false,
-      "object": "list",
-      "total_count": 0,
-      "url": "/v1/customers/cus_NORMALIZED0001/subscriptions"
-    },
-    "tax_exempt": "none",
-    "tax_ids": {
-      "data": [],
-      "has_more": false,
-      "object": "list",
-      "total_count": 0,
-      "url": "/v1/customers/cus_NORMALIZED0001/tax_ids"
-    },
-    "tax_info": null,
-    "tax_info_verification": null
-  }
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.create.1.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.create.1.json
@@ -1,96 +0,0 @@
-{
-  "account_country": "US",
-  "account_name": "Dev account",
-  "amount_due": 120000,
-  "amount_paid": 0,
-  "amount_remaining": 120000,
-  "application_fee_amount": null,
-  "attempt_count": 0,
-  "attempted": false,
-  "auto_advance": true,
-  "billing": "charge_automatically",
-  "billing_reason": "manual",
-  "charge": null,
-  "collection_method": "charge_automatically",
-  "created": 1010000002,
-  "currency": "usd",
-  "custom_fields": null,
-  "customer": "cus_NORMALIZED0001",
-  "customer_address": null,
-  "customer_email": "hamlet@zulip.com",
-  "customer_name": null,
-  "customer_phone": null,
-  "customer_shipping": null,
-  "customer_tax_exempt": "none",
-  "customer_tax_ids": [],
-  "default_payment_method": null,
-  "default_source": null,
-  "default_tax_rates": [],
-  "description": "",
-  "discount": null,
-  "due_date": null,
-  "ending_balance": null,
-  "footer": null,
-  "hosted_invoice_url": null,
-  "id": "in_NORMALIZED00000000000001",
-  "invoice_pdf": null,
-  "lines": {
-    "data": [
-      {
-        "amount": 120000,
-        "currency": "usd",
-        "description": "Zulip Standard - renewal",
-        "discountable": false,
-        "id": "ii_NORMALIZED00000000000001",
-        "invoice_item": "ii_NORMALIZED00000000000001",
-        "livemode": false,
-        "metadata": {},
-        "object": "line_item",
-        "period": {
-          "end": 1362193445,
-          "start": 1330657445
-        },
-        "plan": null,
-        "proration": false,
-        "quantity": 15,
-        "subscription": null,
-        "tax_amounts": [],
-        "tax_rates": [],
-        "type": "invoiceitem",
-        "unique_id": "il_1Gb9aAGh0CmXqmnwYD2vuFL3"
-      }
-    ],
-    "has_more": false,
-    "object": "list",
-    "total_count": 1,
-    "url": "/v1/invoices/in_NORMALIZED00000000000001/lines"
-  },
-  "livemode": false,
-  "metadata": {},
-  "next_payment_attempt": 1000000000,
-  "number": "NORMALI-0001",
-  "object": "invoice",
-  "paid": false,
-  "payment_intent": null,
-  "period_end": 1000000000,
-  "period_start": 1000000000,
-  "post_payment_credit_notes_amount": 0,
-  "pre_payment_credit_notes_amount": 0,
-  "receipt_number": null,
-  "starting_balance": 0,
-  "statement_descriptor": "Zulip Standard",
-  "status": "draft",
-  "status_transitions": {
-    "finalized_at": null,
-    "marked_uncollectible_at": null,
-    "paid_at": null,
-    "voided_at": null
-  },
-  "subscription": null,
-  "subtotal": 120000,
-  "tax": null,
-  "tax_percent": null,
-  "total": 120000,
-  "total_tax_amounts": [],
-  "webhooks_delivered_at": 1000000000
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.create.2.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.create.2.json
@@ -1,96 +0,0 @@
-{
-  "account_country": "US",
-  "account_name": "Dev account",
-  "amount_due": 5172,
-  "amount_paid": 0,
-  "amount_remaining": 5172,
-  "application_fee_amount": null,
-  "attempt_count": 0,
-  "attempted": false,
-  "auto_advance": true,
-  "billing": "charge_automatically",
-  "billing_reason": "manual",
-  "charge": null,
-  "collection_method": "charge_automatically",
-  "created": 1010000003,
-  "currency": "usd",
-  "custom_fields": null,
-  "customer": "cus_NORMALIZED0001",
-  "customer_address": null,
-  "customer_email": "hamlet@zulip.com",
-  "customer_name": null,
-  "customer_phone": null,
-  "customer_shipping": null,
-  "customer_tax_exempt": "none",
-  "customer_tax_ids": [],
-  "default_payment_method": null,
-  "default_source": null,
-  "default_tax_rates": [],
-  "description": "",
-  "discount": null,
-  "due_date": null,
-  "ending_balance": null,
-  "footer": null,
-  "hosted_invoice_url": null,
-  "id": "in_NORMALIZED00000000000002",
-  "invoice_pdf": null,
-  "lines": {
-    "data": [
-      {
-        "amount": 5172,
-        "currency": "usd",
-        "description": "Additional license (Jan 2, 2013 - Mar 2, 2013)",
-        "discountable": false,
-        "id": "ii_NORMALIZED00000000000002",
-        "invoice_item": "ii_NORMALIZED00000000000002",
-        "livemode": false,
-        "metadata": {},
-        "object": "line_item",
-        "period": {
-          "end": 1362193445,
-          "start": 1357095845
-        },
-        "plan": null,
-        "proration": false,
-        "quantity": 4,
-        "subscription": null,
-        "tax_amounts": [],
-        "tax_rates": [],
-        "type": "invoiceitem",
-        "unique_id": "il_1Gb9aCGh0CmXqmnwp7mzzDq1"
-      }
-    ],
-    "has_more": false,
-    "object": "list",
-    "total_count": 1,
-    "url": "/v1/invoices/in_NORMALIZED00000000000002/lines"
-  },
-  "livemode": false,
-  "metadata": {},
-  "next_payment_attempt": 1000000000,
-  "number": "NORMALI-0002",
-  "object": "invoice",
-  "paid": false,
-  "payment_intent": null,
-  "period_end": 1000000000,
-  "period_start": 1000000000,
-  "post_payment_credit_notes_amount": 0,
-  "pre_payment_credit_notes_amount": 0,
-  "receipt_number": null,
-  "starting_balance": 0,
-  "statement_descriptor": "Zulip Standard",
-  "status": "draft",
-  "status_transitions": {
-    "finalized_at": null,
-    "marked_uncollectible_at": null,
-    "paid_at": null,
-    "voided_at": null
-  },
-  "subscription": null,
-  "subtotal": 5172,
-  "tax": null,
-  "tax_percent": null,
-  "total": 5172,
-  "total_tax_amounts": [],
-  "webhooks_delivered_at": 1000000000
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.create.3.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.create.3.json
@@ -1,96 +0,0 @@
-{
-  "account_country": "US",
-  "account_name": "Dev account",
-  "amount_due": 152000,
-  "amount_paid": 0,
-  "amount_remaining": 152000,
-  "application_fee_amount": null,
-  "attempt_count": 0,
-  "attempted": false,
-  "auto_advance": true,
-  "billing": "charge_automatically",
-  "billing_reason": "manual",
-  "charge": null,
-  "collection_method": "charge_automatically",
-  "created": 1010000004,
-  "currency": "usd",
-  "custom_fields": null,
-  "customer": "cus_NORMALIZED0001",
-  "customer_address": null,
-  "customer_email": "hamlet@zulip.com",
-  "customer_name": null,
-  "customer_phone": null,
-  "customer_shipping": null,
-  "customer_tax_exempt": "none",
-  "customer_tax_ids": [],
-  "default_payment_method": null,
-  "default_source": null,
-  "default_tax_rates": [],
-  "description": "",
-  "discount": null,
-  "due_date": null,
-  "ending_balance": null,
-  "footer": null,
-  "hosted_invoice_url": null,
-  "id": "in_NORMALIZED00000000000003",
-  "invoice_pdf": null,
-  "lines": {
-    "data": [
-      {
-        "amount": 152000,
-        "currency": "usd",
-        "description": "Zulip Standard - renewal",
-        "discountable": false,
-        "id": "ii_NORMALIZED00000000000003",
-        "invoice_item": "ii_NORMALIZED00000000000003",
-        "livemode": false,
-        "metadata": {},
-        "object": "line_item",
-        "period": {
-          "end": 1393729445,
-          "start": 1362193445
-        },
-        "plan": null,
-        "proration": false,
-        "quantity": 19,
-        "subscription": null,
-        "tax_amounts": [],
-        "tax_rates": [],
-        "type": "invoiceitem",
-        "unique_id": "il_1Gb9aEGh0CmXqmnwbJpsbILw"
-      }
-    ],
-    "has_more": false,
-    "object": "list",
-    "total_count": 1,
-    "url": "/v1/invoices/in_NORMALIZED00000000000003/lines"
-  },
-  "livemode": false,
-  "metadata": {},
-  "next_payment_attempt": 1000000000,
-  "number": "NORMALI-0003",
-  "object": "invoice",
-  "paid": false,
-  "payment_intent": null,
-  "period_end": 1000000000,
-  "period_start": 1000000000,
-  "post_payment_credit_notes_amount": 0,
-  "pre_payment_credit_notes_amount": 0,
-  "receipt_number": null,
-  "starting_balance": 0,
-  "statement_descriptor": "Zulip Standard",
-  "status": "draft",
-  "status_transitions": {
-    "finalized_at": null,
-    "marked_uncollectible_at": null,
-    "paid_at": null,
-    "voided_at": null
-  },
-  "subscription": null,
-  "subtotal": 152000,
-  "tax": null,
-  "tax_percent": null,
-  "total": 152000,
-  "total_tax_amounts": [],
-  "webhooks_delivered_at": 1000000000
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.finalize_invoice.1.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.finalize_invoice.1.json
@@ -1,96 +0,0 @@
-{
-  "account_country": "US",
-  "account_name": "Dev account",
-  "amount_due": 120000,
-  "amount_paid": 0,
-  "amount_remaining": 120000,
-  "application_fee_amount": null,
-  "attempt_count": 0,
-  "attempted": false,
-  "auto_advance": true,
-  "billing": "charge_automatically",
-  "billing_reason": "manual",
-  "charge": null,
-  "collection_method": "charge_automatically",
-  "created": 1010000002,
-  "currency": "usd",
-  "custom_fields": null,
-  "customer": "cus_NORMALIZED0001",
-  "customer_address": null,
-  "customer_email": "hamlet@zulip.com",
-  "customer_name": null,
-  "customer_phone": null,
-  "customer_shipping": null,
-  "customer_tax_exempt": "none",
-  "customer_tax_ids": [],
-  "default_payment_method": null,
-  "default_source": null,
-  "default_tax_rates": [],
-  "description": "",
-  "discount": null,
-  "due_date": 1000000000,
-  "ending_balance": 0,
-  "footer": null,
-  "hosted_invoice_url": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000001PVAbb",
-  "id": "in_NORMALIZED00000000000001",
-  "invoice_pdf": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000001PVAbb/pdf",
-  "lines": {
-    "data": [
-      {
-        "amount": 120000,
-        "currency": "usd",
-        "description": "Zulip Standard - renewal",
-        "discountable": false,
-        "id": "ii_NORMALIZED00000000000001",
-        "invoice_item": "ii_NORMALIZED00000000000001",
-        "livemode": false,
-        "metadata": {},
-        "object": "line_item",
-        "period": {
-          "end": 1362193445,
-          "start": 1330657445
-        },
-        "plan": null,
-        "proration": false,
-        "quantity": 15,
-        "subscription": null,
-        "tax_amounts": [],
-        "tax_rates": [],
-        "type": "invoiceitem",
-        "unique_id": "il_1Gb9aAGh0CmXqmnwYD2vuFL3"
-      }
-    ],
-    "has_more": false,
-    "object": "list",
-    "total_count": 1,
-    "url": "/v1/invoices/in_NORMALIZED00000000000001/lines"
-  },
-  "livemode": false,
-  "metadata": {},
-  "next_payment_attempt": 1000000000,
-  "number": "NORMALI-0001",
-  "object": "invoice",
-  "paid": false,
-  "payment_intent": "pi_1Gb9aBGh0CmXqmnw3RdjXFtK",
-  "period_end": 1000000000,
-  "period_start": 1000000000,
-  "post_payment_credit_notes_amount": 0,
-  "pre_payment_credit_notes_amount": 0,
-  "receipt_number": null,
-  "starting_balance": 0,
-  "statement_descriptor": "Zulip Standard",
-  "status": "open",
-  "status_transitions": {
-    "finalized_at": 1000000000,
-    "marked_uncollectible_at": null,
-    "paid_at": null,
-    "voided_at": null
-  },
-  "subscription": null,
-  "subtotal": 120000,
-  "tax": null,
-  "tax_percent": null,
-  "total": 120000,
-  "total_tax_amounts": [],
-  "webhooks_delivered_at": 1000000000
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.finalize_invoice.2.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.finalize_invoice.2.json
@@ -1,96 +0,0 @@
-{
-  "account_country": "US",
-  "account_name": "Dev account",
-  "amount_due": 5172,
-  "amount_paid": 0,
-  "amount_remaining": 5172,
-  "application_fee_amount": null,
-  "attempt_count": 0,
-  "attempted": false,
-  "auto_advance": true,
-  "billing": "charge_automatically",
-  "billing_reason": "manual",
-  "charge": null,
-  "collection_method": "charge_automatically",
-  "created": 1010000003,
-  "currency": "usd",
-  "custom_fields": null,
-  "customer": "cus_NORMALIZED0001",
-  "customer_address": null,
-  "customer_email": "hamlet@zulip.com",
-  "customer_name": null,
-  "customer_phone": null,
-  "customer_shipping": null,
-  "customer_tax_exempt": "none",
-  "customer_tax_ids": [],
-  "default_payment_method": null,
-  "default_source": null,
-  "default_tax_rates": [],
-  "description": "",
-  "discount": null,
-  "due_date": 1000000000,
-  "ending_balance": 0,
-  "footer": null,
-  "hosted_invoice_url": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED00000000000000027eQ4i",
-  "id": "in_NORMALIZED00000000000002",
-  "invoice_pdf": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED00000000000000027eQ4i/pdf",
-  "lines": {
-    "data": [
-      {
-        "amount": 5172,
-        "currency": "usd",
-        "description": "Additional license (Jan 2, 2013 - Mar 2, 2013)",
-        "discountable": false,
-        "id": "ii_NORMALIZED00000000000002",
-        "invoice_item": "ii_NORMALIZED00000000000002",
-        "livemode": false,
-        "metadata": {},
-        "object": "line_item",
-        "period": {
-          "end": 1362193445,
-          "start": 1357095845
-        },
-        "plan": null,
-        "proration": false,
-        "quantity": 4,
-        "subscription": null,
-        "tax_amounts": [],
-        "tax_rates": [],
-        "type": "invoiceitem",
-        "unique_id": "il_1Gb9aCGh0CmXqmnwp7mzzDq1"
-      }
-    ],
-    "has_more": false,
-    "object": "list",
-    "total_count": 1,
-    "url": "/v1/invoices/in_NORMALIZED00000000000002/lines"
-  },
-  "livemode": false,
-  "metadata": {},
-  "next_payment_attempt": 1000000000,
-  "number": "NORMALI-0002",
-  "object": "invoice",
-  "paid": false,
-  "payment_intent": "pi_1Gb9aDGh0CmXqmnwTdKviFVy",
-  "period_end": 1000000000,
-  "period_start": 1000000000,
-  "post_payment_credit_notes_amount": 0,
-  "pre_payment_credit_notes_amount": 0,
-  "receipt_number": null,
-  "starting_balance": 0,
-  "statement_descriptor": "Zulip Standard",
-  "status": "open",
-  "status_transitions": {
-    "finalized_at": 1000000000,
-    "marked_uncollectible_at": null,
-    "paid_at": null,
-    "voided_at": null
-  },
-  "subscription": null,
-  "subtotal": 5172,
-  "tax": null,
-  "tax_percent": null,
-  "total": 5172,
-  "total_tax_amounts": [],
-  "webhooks_delivered_at": 1000000000
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.finalize_invoice.3.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.finalize_invoice.3.json
@@ -1,96 +0,0 @@
-{
-  "account_country": "US",
-  "account_name": "Dev account",
-  "amount_due": 152000,
-  "amount_paid": 0,
-  "amount_remaining": 152000,
-  "application_fee_amount": null,
-  "attempt_count": 0,
-  "attempted": false,
-  "auto_advance": true,
-  "billing": "charge_automatically",
-  "billing_reason": "manual",
-  "charge": null,
-  "collection_method": "charge_automatically",
-  "created": 1010000004,
-  "currency": "usd",
-  "custom_fields": null,
-  "customer": "cus_NORMALIZED0001",
-  "customer_address": null,
-  "customer_email": "hamlet@zulip.com",
-  "customer_name": null,
-  "customer_phone": null,
-  "customer_shipping": null,
-  "customer_tax_exempt": "none",
-  "customer_tax_ids": [],
-  "default_payment_method": null,
-  "default_source": null,
-  "default_tax_rates": [],
-  "description": "",
-  "discount": null,
-  "due_date": 1000000000,
-  "ending_balance": 0,
-  "footer": null,
-  "hosted_invoice_url": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000003u5uCV",
-  "id": "in_NORMALIZED00000000000003",
-  "invoice_pdf": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000003u5uCV/pdf",
-  "lines": {
-    "data": [
-      {
-        "amount": 152000,
-        "currency": "usd",
-        "description": "Zulip Standard - renewal",
-        "discountable": false,
-        "id": "ii_NORMALIZED00000000000003",
-        "invoice_item": "ii_NORMALIZED00000000000003",
-        "livemode": false,
-        "metadata": {},
-        "object": "line_item",
-        "period": {
-          "end": 1393729445,
-          "start": 1362193445
-        },
-        "plan": null,
-        "proration": false,
-        "quantity": 19,
-        "subscription": null,
-        "tax_amounts": [],
-        "tax_rates": [],
-        "type": "invoiceitem",
-        "unique_id": "il_1Gb9aEGh0CmXqmnwbJpsbILw"
-      }
-    ],
-    "has_more": false,
-    "object": "list",
-    "total_count": 1,
-    "url": "/v1/invoices/in_NORMALIZED00000000000003/lines"
-  },
-  "livemode": false,
-  "metadata": {},
-  "next_payment_attempt": 1000000000,
-  "number": "NORMALI-0003",
-  "object": "invoice",
-  "paid": false,
-  "payment_intent": "pi_1Gb9aGGh0CmXqmnwehKKVEuG",
-  "period_end": 1000000000,
-  "period_start": 1000000000,
-  "post_payment_credit_notes_amount": 0,
-  "pre_payment_credit_notes_amount": 0,
-  "receipt_number": null,
-  "starting_balance": 0,
-  "statement_descriptor": "Zulip Standard",
-  "status": "open",
-  "status_transitions": {
-    "finalized_at": 1000000000,
-    "marked_uncollectible_at": null,
-    "paid_at": null,
-    "voided_at": null
-  },
-  "subscription": null,
-  "subtotal": 152000,
-  "tax": null,
-  "tax_percent": null,
-  "total": 152000,
-  "total_tax_amounts": [],
-  "webhooks_delivered_at": 1000000000
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.1.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.1.json
@@ -1,6 +0,0 @@
-{
-  "data": [],
-  "has_more": false,
-  "object": "list",
-  "url": "/v1/invoices"
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.2.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.2.json
@@ -1,6 +0,0 @@
-{
-  "data": [],
-  "has_more": false,
-  "object": "list",
-  "url": "/v1/invoices"
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.3.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.3.json
@@ -1,103 +0,0 @@
-{
-  "data": [
-    {
-      "account_country": "US",
-      "account_name": "Dev account",
-      "amount_due": 120000,
-      "amount_paid": 0,
-      "amount_remaining": 120000,
-      "application_fee_amount": null,
-      "attempt_count": 0,
-      "attempted": false,
-      "auto_advance": true,
-      "billing": "charge_automatically",
-      "billing_reason": "manual",
-      "charge": null,
-      "collection_method": "charge_automatically",
-      "created": 1010000002,
-      "currency": "usd",
-      "custom_fields": null,
-      "customer": "cus_NORMALIZED0001",
-      "customer_address": null,
-      "customer_email": "hamlet@zulip.com",
-      "customer_name": null,
-      "customer_phone": null,
-      "customer_shipping": null,
-      "customer_tax_exempt": "none",
-      "customer_tax_ids": [],
-      "default_payment_method": null,
-      "default_source": null,
-      "default_tax_rates": [],
-      "description": "",
-      "discount": null,
-      "due_date": 1000000000,
-      "ending_balance": 0,
-      "footer": null,
-      "hosted_invoice_url": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000001PVAbb",
-      "id": "in_NORMALIZED00000000000001",
-      "invoice_pdf": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000001PVAbb/pdf",
-      "lines": {
-        "data": [
-          {
-            "amount": 120000,
-            "currency": "usd",
-            "description": "Zulip Standard - renewal",
-            "discountable": false,
-            "id": "ii_NORMALIZED00000000000001",
-            "invoice_item": "ii_NORMALIZED00000000000001",
-            "livemode": false,
-            "metadata": {},
-            "object": "line_item",
-            "period": {
-              "end": 1362193445,
-              "start": 1330657445
-            },
-            "plan": null,
-            "proration": false,
-            "quantity": 15,
-            "subscription": null,
-            "tax_amounts": [],
-            "tax_rates": [],
-            "type": "invoiceitem",
-            "unique_id": "il_1Gb9aAGh0CmXqmnwYD2vuFL3"
-          }
-        ],
-        "has_more": false,
-        "object": "list",
-        "total_count": 1,
-        "url": "/v1/invoices/in_NORMALIZED00000000000001/lines"
-      },
-      "livemode": false,
-      "metadata": {},
-      "next_payment_attempt": 1000000000,
-      "number": "NORMALI-0001",
-      "object": "invoice",
-      "paid": false,
-      "payment_intent": "pi_1Gb9aBGh0CmXqmnw3RdjXFtK",
-      "period_end": 1000000000,
-      "period_start": 1000000000,
-      "post_payment_credit_notes_amount": 0,
-      "pre_payment_credit_notes_amount": 0,
-      "receipt_number": null,
-      "starting_balance": 0,
-      "statement_descriptor": "Zulip Standard",
-      "status": "open",
-      "status_transitions": {
-        "finalized_at": 1000000000,
-        "marked_uncollectible_at": null,
-        "paid_at": null,
-        "voided_at": null
-      },
-      "subscription": null,
-      "subtotal": 120000,
-      "tax": null,
-      "tax_percent": null,
-      "total": 120000,
-      "total_tax_amounts": [],
-      "webhooks_delivered_at": 1000000000
-    }
-  ],
-  "has_more": false,
-  "object": "list",
-  "url": "/v1/invoices"
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.4.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.4.json
@@ -1,103 +0,0 @@
-{
-  "data": [
-    {
-      "account_country": "US",
-      "account_name": "Dev account",
-      "amount_due": 120000,
-      "amount_paid": 0,
-      "amount_remaining": 120000,
-      "application_fee_amount": null,
-      "attempt_count": 0,
-      "attempted": false,
-      "auto_advance": true,
-      "billing": "charge_automatically",
-      "billing_reason": "manual",
-      "charge": null,
-      "collection_method": "charge_automatically",
-      "created": 1010000002,
-      "currency": "usd",
-      "custom_fields": null,
-      "customer": "cus_NORMALIZED0001",
-      "customer_address": null,
-      "customer_email": "hamlet@zulip.com",
-      "customer_name": null,
-      "customer_phone": null,
-      "customer_shipping": null,
-      "customer_tax_exempt": "none",
-      "customer_tax_ids": [],
-      "default_payment_method": null,
-      "default_source": null,
-      "default_tax_rates": [],
-      "description": "",
-      "discount": null,
-      "due_date": 1000000000,
-      "ending_balance": 0,
-      "footer": null,
-      "hosted_invoice_url": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000001PVAbb",
-      "id": "in_NORMALIZED00000000000001",
-      "invoice_pdf": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000001PVAbb/pdf",
-      "lines": {
-        "data": [
-          {
-            "amount": 120000,
-            "currency": "usd",
-            "description": "Zulip Standard - renewal",
-            "discountable": false,
-            "id": "ii_NORMALIZED00000000000001",
-            "invoice_item": "ii_NORMALIZED00000000000001",
-            "livemode": false,
-            "metadata": {},
-            "object": "line_item",
-            "period": {
-              "end": 1362193445,
-              "start": 1330657445
-            },
-            "plan": null,
-            "proration": false,
-            "quantity": 15,
-            "subscription": null,
-            "tax_amounts": [],
-            "tax_rates": [],
-            "type": "invoiceitem",
-            "unique_id": "il_1Gb9aAGh0CmXqmnwYD2vuFL3"
-          }
-        ],
-        "has_more": false,
-        "object": "list",
-        "total_count": 1,
-        "url": "/v1/invoices/in_NORMALIZED00000000000001/lines"
-      },
-      "livemode": false,
-      "metadata": {},
-      "next_payment_attempt": 1000000000,
-      "number": "NORMALI-0001",
-      "object": "invoice",
-      "paid": false,
-      "payment_intent": "pi_1Gb9aBGh0CmXqmnw3RdjXFtK",
-      "period_end": 1000000000,
-      "period_start": 1000000000,
-      "post_payment_credit_notes_amount": 0,
-      "pre_payment_credit_notes_amount": 0,
-      "receipt_number": null,
-      "starting_balance": 0,
-      "statement_descriptor": "Zulip Standard",
-      "status": "open",
-      "status_transitions": {
-        "finalized_at": 1000000000,
-        "marked_uncollectible_at": null,
-        "paid_at": null,
-        "voided_at": null
-      },
-      "subscription": null,
-      "subtotal": 120000,
-      "tax": null,
-      "tax_percent": null,
-      "total": 120000,
-      "total_tax_amounts": [],
-      "webhooks_delivered_at": 1000000000
-    }
-  ],
-  "has_more": false,
-  "object": "list",
-  "url": "/v1/invoices"
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.5.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.5.json
@@ -1,199 +0,0 @@
-{
-  "data": [
-    {
-      "account_country": "US",
-      "account_name": "Dev account",
-      "amount_due": 5172,
-      "amount_paid": 0,
-      "amount_remaining": 5172,
-      "application_fee_amount": null,
-      "attempt_count": 0,
-      "attempted": false,
-      "auto_advance": true,
-      "billing": "charge_automatically",
-      "billing_reason": "manual",
-      "charge": null,
-      "collection_method": "charge_automatically",
-      "created": 1010000003,
-      "currency": "usd",
-      "custom_fields": null,
-      "customer": "cus_NORMALIZED0001",
-      "customer_address": null,
-      "customer_email": "hamlet@zulip.com",
-      "customer_name": null,
-      "customer_phone": null,
-      "customer_shipping": null,
-      "customer_tax_exempt": "none",
-      "customer_tax_ids": [],
-      "default_payment_method": null,
-      "default_source": null,
-      "default_tax_rates": [],
-      "description": "",
-      "discount": null,
-      "due_date": 1000000000,
-      "ending_balance": 0,
-      "footer": null,
-      "hosted_invoice_url": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED00000000000000027eQ4i",
-      "id": "in_NORMALIZED00000000000002",
-      "invoice_pdf": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED00000000000000027eQ4i/pdf",
-      "lines": {
-        "data": [
-          {
-            "amount": 5172,
-            "currency": "usd",
-            "description": "Additional license (Jan 2, 2013 - Mar 2, 2013)",
-            "discountable": false,
-            "id": "ii_NORMALIZED00000000000002",
-            "invoice_item": "ii_NORMALIZED00000000000002",
-            "livemode": false,
-            "metadata": {},
-            "object": "line_item",
-            "period": {
-              "end": 1362193445,
-              "start": 1357095845
-            },
-            "plan": null,
-            "proration": false,
-            "quantity": 4,
-            "subscription": null,
-            "tax_amounts": [],
-            "tax_rates": [],
-            "type": "invoiceitem",
-            "unique_id": "il_1Gb9aCGh0CmXqmnwp7mzzDq1"
-          }
-        ],
-        "has_more": false,
-        "object": "list",
-        "total_count": 1,
-        "url": "/v1/invoices/in_NORMALIZED00000000000002/lines"
-      },
-      "livemode": false,
-      "metadata": {},
-      "next_payment_attempt": 1000000000,
-      "number": "NORMALI-0002",
-      "object": "invoice",
-      "paid": false,
-      "payment_intent": "pi_1Gb9aDGh0CmXqmnwTdKviFVy",
-      "period_end": 1000000000,
-      "period_start": 1000000000,
-      "post_payment_credit_notes_amount": 0,
-      "pre_payment_credit_notes_amount": 0,
-      "receipt_number": null,
-      "starting_balance": 0,
-      "statement_descriptor": "Zulip Standard",
-      "status": "open",
-      "status_transitions": {
-        "finalized_at": 1000000000,
-        "marked_uncollectible_at": null,
-        "paid_at": null,
-        "voided_at": null
-      },
-      "subscription": null,
-      "subtotal": 5172,
-      "tax": null,
-      "tax_percent": null,
-      "total": 5172,
-      "total_tax_amounts": [],
-      "webhooks_delivered_at": 1000000000
-    },
-    {
-      "account_country": "US",
-      "account_name": "Dev account",
-      "amount_due": 120000,
-      "amount_paid": 0,
-      "amount_remaining": 120000,
-      "application_fee_amount": null,
-      "attempt_count": 0,
-      "attempted": false,
-      "auto_advance": true,
-      "billing": "charge_automatically",
-      "billing_reason": "manual",
-      "charge": null,
-      "collection_method": "charge_automatically",
-      "created": 1010000002,
-      "currency": "usd",
-      "custom_fields": null,
-      "customer": "cus_NORMALIZED0001",
-      "customer_address": null,
-      "customer_email": "hamlet@zulip.com",
-      "customer_name": null,
-      "customer_phone": null,
-      "customer_shipping": null,
-      "customer_tax_exempt": "none",
-      "customer_tax_ids": [],
-      "default_payment_method": null,
-      "default_source": null,
-      "default_tax_rates": [],
-      "description": "",
-      "discount": null,
-      "due_date": 1000000000,
-      "ending_balance": 0,
-      "footer": null,
-      "hosted_invoice_url": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000001PVAbb",
-      "id": "in_NORMALIZED00000000000001",
-      "invoice_pdf": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000001PVAbb/pdf",
-      "lines": {
-        "data": [
-          {
-            "amount": 120000,
-            "currency": "usd",
-            "description": "Zulip Standard - renewal",
-            "discountable": false,
-            "id": "ii_NORMALIZED00000000000001",
-            "invoice_item": "ii_NORMALIZED00000000000001",
-            "livemode": false,
-            "metadata": {},
-            "object": "line_item",
-            "period": {
-              "end": 1362193445,
-              "start": 1330657445
-            },
-            "plan": null,
-            "proration": false,
-            "quantity": 15,
-            "subscription": null,
-            "tax_amounts": [],
-            "tax_rates": [],
-            "type": "invoiceitem",
-            "unique_id": "il_1Gb9aAGh0CmXqmnwYD2vuFL3"
-          }
-        ],
-        "has_more": false,
-        "object": "list",
-        "total_count": 1,
-        "url": "/v1/invoices/in_NORMALIZED00000000000001/lines"
-      },
-      "livemode": false,
-      "metadata": {},
-      "next_payment_attempt": 1000000000,
-      "number": "NORMALI-0001",
-      "object": "invoice",
-      "paid": false,
-      "payment_intent": "pi_1Gb9aBGh0CmXqmnw3RdjXFtK",
-      "period_end": 1000000000,
-      "period_start": 1000000000,
-      "post_payment_credit_notes_amount": 0,
-      "pre_payment_credit_notes_amount": 0,
-      "receipt_number": null,
-      "starting_balance": 0,
-      "statement_descriptor": "Zulip Standard",
-      "status": "open",
-      "status_transitions": {
-        "finalized_at": 1000000000,
-        "marked_uncollectible_at": null,
-        "paid_at": null,
-        "voided_at": null
-      },
-      "subscription": null,
-      "subtotal": 120000,
-      "tax": null,
-      "tax_percent": null,
-      "total": 120000,
-      "total_tax_amounts": [],
-      "webhooks_delivered_at": 1000000000
-    }
-  ],
-  "has_more": false,
-  "object": "list",
-  "url": "/v1/invoices"
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.6.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Invoice.list.6.json
@@ -1,295 +0,0 @@
-{
-  "data": [
-    {
-      "account_country": "US",
-      "account_name": "Dev account",
-      "amount_due": 152000,
-      "amount_paid": 0,
-      "amount_remaining": 152000,
-      "application_fee_amount": null,
-      "attempt_count": 0,
-      "attempted": false,
-      "auto_advance": true,
-      "billing": "charge_automatically",
-      "billing_reason": "manual",
-      "charge": null,
-      "collection_method": "charge_automatically",
-      "created": 1010000004,
-      "currency": "usd",
-      "custom_fields": null,
-      "customer": "cus_NORMALIZED0001",
-      "customer_address": null,
-      "customer_email": "hamlet@zulip.com",
-      "customer_name": null,
-      "customer_phone": null,
-      "customer_shipping": null,
-      "customer_tax_exempt": "none",
-      "customer_tax_ids": [],
-      "default_payment_method": null,
-      "default_source": null,
-      "default_tax_rates": [],
-      "description": "",
-      "discount": null,
-      "due_date": 1000000000,
-      "ending_balance": 0,
-      "footer": null,
-      "hosted_invoice_url": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000003u5uCV",
-      "id": "in_NORMALIZED00000000000003",
-      "invoice_pdf": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000003u5uCV/pdf",
-      "lines": {
-        "data": [
-          {
-            "amount": 152000,
-            "currency": "usd",
-            "description": "Zulip Standard - renewal",
-            "discountable": false,
-            "id": "ii_NORMALIZED00000000000003",
-            "invoice_item": "ii_NORMALIZED00000000000003",
-            "livemode": false,
-            "metadata": {},
-            "object": "line_item",
-            "period": {
-              "end": 1393729445,
-              "start": 1362193445
-            },
-            "plan": null,
-            "proration": false,
-            "quantity": 19,
-            "subscription": null,
-            "tax_amounts": [],
-            "tax_rates": [],
-            "type": "invoiceitem",
-            "unique_id": "il_1Gb9aEGh0CmXqmnwbJpsbILw"
-          }
-        ],
-        "has_more": false,
-        "object": "list",
-        "total_count": 1,
-        "url": "/v1/invoices/in_NORMALIZED00000000000003/lines"
-      },
-      "livemode": false,
-      "metadata": {},
-      "next_payment_attempt": 1000000000,
-      "number": "NORMALI-0003",
-      "object": "invoice",
-      "paid": false,
-      "payment_intent": "pi_1Gb9aGGh0CmXqmnwehKKVEuG",
-      "period_end": 1000000000,
-      "period_start": 1000000000,
-      "post_payment_credit_notes_amount": 0,
-      "pre_payment_credit_notes_amount": 0,
-      "receipt_number": null,
-      "starting_balance": 0,
-      "statement_descriptor": "Zulip Standard",
-      "status": "open",
-      "status_transitions": {
-        "finalized_at": 1000000000,
-        "marked_uncollectible_at": null,
-        "paid_at": null,
-        "voided_at": null
-      },
-      "subscription": null,
-      "subtotal": 152000,
-      "tax": null,
-      "tax_percent": null,
-      "total": 152000,
-      "total_tax_amounts": [],
-      "webhooks_delivered_at": 1000000000
-    },
-    {
-      "account_country": "US",
-      "account_name": "Dev account",
-      "amount_due": 5172,
-      "amount_paid": 0,
-      "amount_remaining": 5172,
-      "application_fee_amount": null,
-      "attempt_count": 0,
-      "attempted": false,
-      "auto_advance": true,
-      "billing": "charge_automatically",
-      "billing_reason": "manual",
-      "charge": null,
-      "collection_method": "charge_automatically",
-      "created": 1010000003,
-      "currency": "usd",
-      "custom_fields": null,
-      "customer": "cus_NORMALIZED0001",
-      "customer_address": null,
-      "customer_email": "hamlet@zulip.com",
-      "customer_name": null,
-      "customer_phone": null,
-      "customer_shipping": null,
-      "customer_tax_exempt": "none",
-      "customer_tax_ids": [],
-      "default_payment_method": null,
-      "default_source": null,
-      "default_tax_rates": [],
-      "description": "",
-      "discount": null,
-      "due_date": 1000000000,
-      "ending_balance": 0,
-      "footer": null,
-      "hosted_invoice_url": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED00000000000000027eQ4i",
-      "id": "in_NORMALIZED00000000000002",
-      "invoice_pdf": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED00000000000000027eQ4i/pdf",
-      "lines": {
-        "data": [
-          {
-            "amount": 5172,
-            "currency": "usd",
-            "description": "Additional license (Jan 2, 2013 - Mar 2, 2013)",
-            "discountable": false,
-            "id": "ii_NORMALIZED00000000000002",
-            "invoice_item": "ii_NORMALIZED00000000000002",
-            "livemode": false,
-            "metadata": {},
-            "object": "line_item",
-            "period": {
-              "end": 1362193445,
-              "start": 1357095845
-            },
-            "plan": null,
-            "proration": false,
-            "quantity": 4,
-            "subscription": null,
-            "tax_amounts": [],
-            "tax_rates": [],
-            "type": "invoiceitem",
-            "unique_id": "il_1Gb9aCGh0CmXqmnwp7mzzDq1"
-          }
-        ],
-        "has_more": false,
-        "object": "list",
-        "total_count": 1,
-        "url": "/v1/invoices/in_NORMALIZED00000000000002/lines"
-      },
-      "livemode": false,
-      "metadata": {},
-      "next_payment_attempt": 1000000000,
-      "number": "NORMALI-0002",
-      "object": "invoice",
-      "paid": false,
-      "payment_intent": "pi_1Gb9aDGh0CmXqmnwTdKviFVy",
-      "period_end": 1000000000,
-      "period_start": 1000000000,
-      "post_payment_credit_notes_amount": 0,
-      "pre_payment_credit_notes_amount": 0,
-      "receipt_number": null,
-      "starting_balance": 0,
-      "statement_descriptor": "Zulip Standard",
-      "status": "open",
-      "status_transitions": {
-        "finalized_at": 1000000000,
-        "marked_uncollectible_at": null,
-        "paid_at": null,
-        "voided_at": null
-      },
-      "subscription": null,
-      "subtotal": 5172,
-      "tax": null,
-      "tax_percent": null,
-      "total": 5172,
-      "total_tax_amounts": [],
-      "webhooks_delivered_at": 1000000000
-    },
-    {
-      "account_country": "US",
-      "account_name": "Dev account",
-      "amount_due": 120000,
-      "amount_paid": 0,
-      "amount_remaining": 120000,
-      "application_fee_amount": null,
-      "attempt_count": 0,
-      "attempted": false,
-      "auto_advance": true,
-      "billing": "charge_automatically",
-      "billing_reason": "manual",
-      "charge": null,
-      "collection_method": "charge_automatically",
-      "created": 1010000002,
-      "currency": "usd",
-      "custom_fields": null,
-      "customer": "cus_NORMALIZED0001",
-      "customer_address": null,
-      "customer_email": "hamlet@zulip.com",
-      "customer_name": null,
-      "customer_phone": null,
-      "customer_shipping": null,
-      "customer_tax_exempt": "none",
-      "customer_tax_ids": [],
-      "default_payment_method": null,
-      "default_source": null,
-      "default_tax_rates": [],
-      "description": "",
-      "discount": null,
-      "due_date": 1000000000,
-      "ending_balance": 0,
-      "footer": null,
-      "hosted_invoice_url": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000001PVAbb",
-      "id": "in_NORMALIZED00000000000001",
-      "invoice_pdf": "https://pay.stripe.com/invoice/acct_NORMALIZED000001/invst_NORMALIZED0000000000000001PVAbb/pdf",
-      "lines": {
-        "data": [
-          {
-            "amount": 120000,
-            "currency": "usd",
-            "description": "Zulip Standard - renewal",
-            "discountable": false,
-            "id": "ii_NORMALIZED00000000000001",
-            "invoice_item": "ii_NORMALIZED00000000000001",
-            "livemode": false,
-            "metadata": {},
-            "object": "line_item",
-            "period": {
-              "end": 1362193445,
-              "start": 1330657445
-            },
-            "plan": null,
-            "proration": false,
-            "quantity": 15,
-            "subscription": null,
-            "tax_amounts": [],
-            "tax_rates": [],
-            "type": "invoiceitem",
-            "unique_id": "il_1Gb9aAGh0CmXqmnwYD2vuFL3"
-          }
-        ],
-        "has_more": false,
-        "object": "list",
-        "total_count": 1,
-        "url": "/v1/invoices/in_NORMALIZED00000000000001/lines"
-      },
-      "livemode": false,
-      "metadata": {},
-      "next_payment_attempt": 1000000000,
-      "number": "NORMALI-0001",
-      "object": "invoice",
-      "paid": false,
-      "payment_intent": "pi_1Gb9aBGh0CmXqmnw3RdjXFtK",
-      "period_end": 1000000000,
-      "period_start": 1000000000,
-      "post_payment_credit_notes_amount": 0,
-      "pre_payment_credit_notes_amount": 0,
-      "receipt_number": null,
-      "starting_balance": 0,
-      "statement_descriptor": "Zulip Standard",
-      "status": "open",
-      "status_transitions": {
-        "finalized_at": 1000000000,
-        "marked_uncollectible_at": null,
-        "paid_at": null,
-        "voided_at": null
-      },
-      "subscription": null,
-      "subtotal": 120000,
-      "tax": null,
-      "tax_percent": null,
-      "total": 120000,
-      "total_tax_amounts": [],
-      "webhooks_delivered_at": 1000000000
-    }
-  ],
-  "has_more": false,
-  "object": "list",
-  "url": "/v1/invoices"
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--InvoiceItem.create.1.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--InvoiceItem.create.1.json
@@ -1,24 +0,0 @@
-{
-  "amount": 120000,
-  "currency": "usd",
-  "customer": "cus_NORMALIZED0001",
-  "date": 1000000000,
-  "description": "Zulip Standard - renewal",
-  "discountable": false,
-  "id": "ii_NORMALIZED00000000000001",
-  "invoice": null,
-  "livemode": false,
-  "metadata": {},
-  "object": "invoiceitem",
-  "period": {
-    "end": 1362193445,
-    "start": 1330657445
-  },
-  "plan": null,
-  "proration": false,
-  "quantity": 15,
-  "subscription": null,
-  "tax_rates": [],
-  "unit_amount": 8000,
-  "unit_amount_decimal": "8000"
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--InvoiceItem.create.2.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--InvoiceItem.create.2.json
@@ -1,24 +0,0 @@
-{
-  "amount": 5172,
-  "currency": "usd",
-  "customer": "cus_NORMALIZED0001",
-  "date": 1000000000,
-  "description": "Additional license (Jan 2, 2013 - Mar 2, 2013)",
-  "discountable": false,
-  "id": "ii_NORMALIZED00000000000002",
-  "invoice": null,
-  "livemode": false,
-  "metadata": {},
-  "object": "invoiceitem",
-  "period": {
-    "end": 1362193445,
-    "start": 1357095845
-  },
-  "plan": null,
-  "proration": false,
-  "quantity": 4,
-  "subscription": null,
-  "tax_rates": [],
-  "unit_amount": 1293,
-  "unit_amount_decimal": "1293"
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--InvoiceItem.create.3.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--InvoiceItem.create.3.json
@@ -1,24 +0,0 @@
-{
-  "amount": 152000,
-  "currency": "usd",
-  "customer": "cus_NORMALIZED0001",
-  "date": 1000000000,
-  "description": "Zulip Standard - renewal",
-  "discountable": false,
-  "id": "ii_NORMALIZED00000000000003",
-  "invoice": null,
-  "livemode": false,
-  "metadata": {},
-  "object": "invoiceitem",
-  "period": {
-    "end": 1393729445,
-    "start": 1362193445
-  },
-  "plan": null,
-  "proration": false,
-  "quantity": 19,
-  "subscription": null,
-  "tax_rates": [],
-  "unit_amount": 8000,
-  "unit_amount_decimal": "8000"
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Token.create.1.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_card--Token.create.1.json
@@ -1,33 +0,0 @@
-{
-  "card": {
-    "address_city": "Pacific",
-    "address_country": "United States",
-    "address_line1": "Under the sea,",
-    "address_line1_check": "unchecked",
-    "address_line2": null,
-    "address_state": null,
-    "address_zip": "33333",
-    "address_zip_check": "unchecked",
-    "brand": "Visa",
-    "country": "US",
-    "cvc_check": "unchecked",
-    "dynamic_last4": null,
-    "exp_month": 3,
-    "exp_year": 2033,
-    "fingerprint": "NORMALIZED000001",
-    "funding": "credit",
-    "id": "card_NORMALIZED00000000000001",
-    "last4": "4242",
-    "metadata": {},
-    "name": "Ada Starr",
-    "object": "card",
-    "tokenization_method": null
-  },
-  "client_ip": "0.0.0.0",
-  "created": 1010000001,
-  "id": "tok_NORMALIZED00000000000001",
-  "livemode": false,
-  "object": "token",
-  "type": "card",
-  "used": false
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_invoice--Customer.create.1.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_invoice--Customer.create.1.json
@@ -1,54 +0,0 @@
-{
-  "account_balance": 0,
-  "address": null,
-  "balance": 0,
-  "created": 1010000001,
-  "currency": null,
-  "default_source": null,
-  "delinquent": false,
-  "description": "zulip (Zulip Dev)",
-  "discount": null,
-  "email": "hamlet@zulip.com",
-  "id": "cus_NORMALIZED0001",
-  "invoice_prefix": "NORMA01",
-  "invoice_settings": {
-    "custom_fields": null,
-    "default_payment_method": null,
-    "footer": null
-  },
-  "livemode": false,
-  "metadata": {
-    "realm_id": "1",
-    "realm_str": "zulip"
-  },
-  "name": null,
-  "next_invoice_sequence": 1,
-  "object": "customer",
-  "phone": null,
-  "preferred_locales": [],
-  "shipping": null,
-  "sources": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/sources"
-  },
-  "subscriptions": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/subscriptions"
-  },
-  "tax_exempt": "none",
-  "tax_ids": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/tax_ids"
-  },
-  "tax_info": null,
-  "tax_info_verification": null
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_invoice--Customer.retrieve.1.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_invoice--Customer.retrieve.1.json
@@ -1,54 +0,0 @@
-{
-  "account_balance": 0,
-  "address": null,
-  "balance": 0,
-  "created": 1010000001,
-  "currency": null,
-  "default_source": null,
-  "delinquent": false,
-  "description": "zulip (Zulip Dev)",
-  "discount": null,
-  "email": "hamlet@zulip.com",
-  "id": "cus_NORMALIZED0001",
-  "invoice_prefix": "NORMA01",
-  "invoice_settings": {
-    "custom_fields": null,
-    "default_payment_method": null,
-    "footer": null
-  },
-  "livemode": false,
-  "metadata": {
-    "realm_id": "1",
-    "realm_str": "zulip"
-  },
-  "name": null,
-  "next_invoice_sequence": 1,
-  "object": "customer",
-  "phone": null,
-  "preferred_locales": [],
-  "shipping": null,
-  "sources": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/sources"
-  },
-  "subscriptions": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/subscriptions"
-  },
-  "tax_exempt": "none",
-  "tax_ids": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/tax_ids"
-  },
-  "tax_info": null,
-  "tax_info_verification": null
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_invoice--Customer.retrieve.2.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_invoice--Customer.retrieve.2.json
@@ -1,54 +0,0 @@
-{
-  "account_balance": 0,
-  "address": null,
-  "balance": 0,
-  "created": 1010000001,
-  "currency": null,
-  "default_source": null,
-  "delinquent": false,
-  "description": "zulip (Zulip Dev)",
-  "discount": null,
-  "email": "hamlet@zulip.com",
-  "id": "cus_NORMALIZED0001",
-  "invoice_prefix": "NORMA01",
-  "invoice_settings": {
-    "custom_fields": null,
-    "default_payment_method": null,
-    "footer": null
-  },
-  "livemode": false,
-  "metadata": {
-    "realm_id": "1",
-    "realm_str": "zulip"
-  },
-  "name": null,
-  "next_invoice_sequence": 1,
-  "object": "customer",
-  "phone": null,
-  "preferred_locales": [],
-  "shipping": null,
-  "sources": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/sources"
-  },
-  "subscriptions": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/subscriptions"
-  },
-  "tax_exempt": "none",
-  "tax_ids": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/customers/cus_NORMALIZED0001/tax_ids"
-  },
-  "tax_info": null,
-  "tax_info_verification": null
-}
--- a/corporate/tests/stripe_fixtures/free_trial_upgrade_by_invoice--Invoice.create.1.json
+++ b/corporate/tests/stripe_fixtures/free_trial_upgrade_by_invoice--Invoice.create.1.json
@@ -1,96 +0,0 @@
-{
-  "account_country": "US",
-  "account_name": "Dev account",
-  "amount_due": 984000,
-  "amount_paid": 0,
-  "amount_remaining": 984000,
-  "application_fee_amount": null,
-  "attempt_count": 0,
-  "attempted": false,
-  "auto_advance": true,
-  "billing": "send_invoice",
-  "billing_reason": "manual",
-  "charge": null,
-  "collection_method": "send_invoice",
-  "created": 1010000002,
-  "currency": "usd",
-  "custom_fields": null,
-  "customer": "cus_NORMALIZED0001",
-  "customer_address": null,
-  "customer_email": "hamlet@zulip.com",
-  "customer_name": null,
-  "customer_phone": null,
-  "customer_shipping": null,
-  "customer_tax_exempt": "none",
-  "customer_tax_ids": [],
-  "default_payment_method": null,
-  "default_source": null,
-  "default_tax_rates": [],
-  "description": "",
-  "discount": null,
-  "due_date": 1000000000,
-  "ending_balance": null,
-  "footer": null,
-  "hosted_invoice_url": null,
-  "id": "in_NORMALIZED00000000000001",
-  "invoice_pdf": null,
-  "lines": {
-    "data": [
-      {
-        "amount": 984000,
-        "currency": "usd",
-        "description": "Zulip Standard - renewal",
-        "discountable": false,
-        "id": "ii_NORMALIZED00000000000001",
-        "invoice_item": "ii_NORMALIZED00000000000001",
-        "livemode": false,
-        "metadata": {},
-        "object": "line_item",
-        "period": {
-          "end": 1362193445,
-          "start": 1330657445
-        },
-        "plan": null,
-        "proration": false,
-        "quantity": 123,
-        "subscription": null,
-        "tax_amounts": [],
-        "tax_rates": [],
-        "type": "invoiceitem",
-        "unique_id": "il_1Gb9ZfGh0CmXqmnwgD90XzPz"
-      }
-    ],
-    "has_more": false,
-    "object": "list",
-    "total_count": 1,
-    "url": "/v1/invoices/in_NORMALIZED00000000000001/lines"
-  },
-  "livemode": false,
-  "metadata": {},
-  "next_payment_attempt": null,
-  "number": "NORMALI-0001",
-  "object": "invoice",
-  "paid": false,
-  "payment_intent": null,
-  "period_end": 1000000000,
-  "period_start": 1000000000,
-  "post_payment_credit_notes_amount": 0,
-  "pre_payment_credit_notes_amount": 0,
-  "receipt_number": null,
-  "starting_balance": 0,
-  "statement_descriptor": "Zulip Standard",
-  "status": "draft",
-  "status_transitions": {
-    "finalized_at": null,
-    "marked_uncollectible_at": null,
-    "paid_at": null,
-    "voided_at": null
-  },
-  "subscription": null,
-  "subtotal": 984000,
-  "tax": null,
-  "tax_percent": null,
-  "total": 984000,
-  "total_tax_amounts": [],
-  "webhooks_delivered_at": 1000000000
-}
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Tim Abbott	49ff894d6a	Release Zulip Server 2.1.1.	2019-12-13 16:36:21 -08:00
Tim Abbott	f3e75b6b5f	docs: Rewrite LDAP discussion of AUTH_LDAP_REVERSE_EMAIL_SEARCH. This moves the mandatory configuration for options A/B/C into a single bulleted list for each option, rather than split across two steps; I think the result is significantly more readable. It also fixes a bug where we suggested setting AUTH_LDAP_REVERSE_EMAIL_SEARCH = AUTH_LDAP_USER_SEARCH in some cases, whereas in fact it will never work because the parameters are `%(email)s`, not `%(user)s`. Also, now that one needs to set AUTH_LDAP_REVERSE_EMAIL_SEARCH, it seems worth adding values for that to the Active Directory instructions. Thanks to @alfonsrv for the suggestion.	2019-12-13 16:32:56 -08:00
Vishnu KS	6b9f37dc8f	install: Use crudini for storing value of POSTGRES_MISSING_DICTIONARIES. This simplifies the RDS installation process to avoid awkwardly requiring running the installer twice, and also is significantly more robust in handling issues around rerunning the installer. Finally, the answer for whether dictionaries are missing is available to Django for future use in warnings/etc. around full-text search not being great with this configuration, should they be required.	2019-12-13 16:32:48 -08:00
Mateusz Mandera	cd926b8aae	migrations: Avoid triggering backend initalization in migration 0209. Fixes #13528. The email_auth_enabled check caused all enabled backends to get initialized, and thus if LDAP was enabled the check_ldap_config() check would cause an error if LDAP was misconfigured (for example missing the new settings).	2019-12-13 10:57:38 -08:00