Release Zulip Server 1.9.1.

With significant rearrangement by tabbott to have more common text
between different proxy implementations.

.browserslistrc

@@ -1,5 +0,0 @@
-> 0.15%
-> 0.15% in US
-last 2 versions
-Firefox ESR
-not dead

.circleci/config.yml

@@ -0,0 +1,205 @@
+# See CircleCI upstream's docs on this config format:
+#   https://circleci.com/docs/2.0/language-python/
+#
+version: 2
+jobs:
+  "trusty-python-3.4":
+    docker:
+      # This is built from tools/circleci/images/trusty/Dockerfile .
+      - image: gregprice/circleci:trusty-python-5.test
+
+    working_directory: ~/zulip
+
+    steps:
+      - checkout
+
+      - run:
+          name: create cache directories
+          command: |
+              dirs=(/srv/zulip-{npm,venv}-cache)
+              sudo mkdir -p "${dirs[@]}"
+              sudo chown -R circleci "${dirs[@]}"
+
+      - restore_cache:
+          keys:
+          - v1-npm-base.trusty-{{ checksum "package.json" }}-{{ checksum "yarn.lock" }}
+      - restore_cache:
+          keys:
+          - v1-venv-base.trusty-{{ checksum "requirements/thumbor.txt" }}-{{ checksum "requirements/dev.txt" }}
+
+      - run:
+          name: install dependencies
+          command: |
+            # 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
+
+            # This is the main setup job for the test suite
+            mispipe "tools/travis/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" ts
+
+      - save_cache:
+          paths:
+            - /srv/zulip-npm-cache
+          key: v1-npm-base.trusty-{{ checksum "package.json" }}-{{ checksum "yarn.lock" }}
+      - save_cache:
+          paths:
+            - /srv/zulip-venv-cache
+          key: v1-venv-base.trusty-{{ checksum "requirements/thumbor.txt" }}-{{ checksum "requirements/dev.txt" }}
+      # TODO: in Travis we also cache ~/zulip-emoji-cache, ~/node, ~/misc
+
+      # The moment of truth!  Run the tests.
+
+      - run:
+          name: run backend tests
+          command: |
+            . /srv/zulip-py3-venv/bin/activate
+            mispipe ./tools/travis/backend ts
+
+      - run:
+          name: run frontend tests
+          command: |
+            . /srv/zulip-py3-venv/bin/activate
+            mispipe ./tools/travis/frontend ts
+
+      -  run:
+          name: upload coverage report
+          command: |
+            . /srv/zulip-py3-venv/bin/activate
+            pip install codecov && codecov \
+              || echo "Error in uploading coverage reports to codecov.io."
+
+      # - store_artifacts:  # TODO
+      #     path: var/casper/
+      #     # also /tmp/zulip-test-event-log/
+      #     destination: test-reports
+
+  "xenial-python-3.5":
+    docker:
+      # This is built from tools/circleci/images/xenial/Dockerfile .
+      - image: gregprice/circleci:xenial-python-4.test
+
+    working_directory: ~/zulip
+
+    steps:
+      - checkout
+
+      - run:
+          name: create cache directories
+          command: |
+              dirs=(/srv/zulip-{npm,venv}-cache)
+              sudo mkdir -p "${dirs[@]}"
+              sudo chown -R circleci "${dirs[@]}"
+
+      - restore_cache:
+          keys:
+          - v1-npm-base.xenial-{{ checksum "package.json" }}-{{ checksum "yarn.lock" }}
+      - restore_cache:
+          keys:
+          - v1-venv-base.xenial-{{ checksum "requirements/thumbor.txt" }}-{{ checksum "requirements/dev.txt" }}
+
+      - run:
+          name: install dependencies
+          command: |
+            sudo apt-get update
+            sudo apt-get install -y moreutils
+            rm -f /home/circleci/.gitconfig
+            mispipe "tools/travis/setup-backend" ts
+
+      - save_cache:
+          paths:
+            - /srv/zulip-npm-cache
+          key: v1-npm-base.xenial-{{ checksum "package.json" }}-{{ checksum "yarn.lock" }}
+      - save_cache:
+          paths:
+            - /srv/zulip-venv-cache
+          key: v1-venv-base.xenial-{{ checksum "requirements/thumbor.txt" }}-{{ checksum "requirements/dev.txt" }}
+
+      - run:
+          name: run backend tests
+          command: |
+            . /srv/zulip-py3-venv/bin/activate
+            mispipe ./tools/travis/backend ts
+
+      -  run:
+          name: upload coverage report
+          command: |
+            . /srv/zulip-py3-venv/bin/activate
+            pip install codecov && codecov \
+              || echo "Error in uploading coverage reports to codecov.io."
+
+  "bionic-python-3.6":
+    docker:
+      # This is built from tools/circleci/images/bionic/Dockerfile .
+      - image: gregprice/circleci:bionic-python-1.test
+
+    working_directory: ~/zulip
+
+    steps:
+      - checkout
+
+      - run:
+          name: create cache directories
+          command: |
+              dirs=(/srv/zulip-{npm,venv}-cache)
+              sudo mkdir -p "${dirs[@]}"
+              sudo chown -R circleci "${dirs[@]}"
+              # 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
+              redis-server --daemonize yes
+
+      - restore_cache:
+          keys:
+          - v1-npm-base.bionic-{{ checksum "package.json" }}-{{ checksum "yarn.lock" }}
+      - restore_cache:
+          keys:
+          - v1-venv-base.bionic-{{ checksum "requirements/thumbor.txt" }}-{{ checksum "requirements/dev.txt" }}
+
+      - run:
+          name: install dependencies
+          command: |
+            sudo apt-get update
+            sudo apt-get install -y moreutils
+            rm -f /home/circleci/.gitconfig
+            mispipe "tools/travis/setup-backend" ts
+
+      - save_cache:
+          paths:
+            - /srv/zulip-npm-cache
+          key: v1-npm-base.bionic-{{ checksum "package.json" }}-{{ checksum "yarn.lock" }}
+      - save_cache:
+          paths:
+            - /srv/zulip-venv-cache
+          key: v1-venv-base.bionic-{{ checksum "requirements/thumbor.txt" }}-{{ checksum "requirements/dev.txt" }}
+
+      - run:
+          name: run backend tests
+          command: |
+            . /srv/zulip-py3-venv/bin/activate
+            mispipe ./tools/travis/backend ts
+
+      -  run:
+          name: upload coverage report
+          command: |
+            . /srv/zulip-py3-venv/bin/activate
+            pip install codecov && codecov \
+              || echo "Error in uploading coverage reports to codecov.io."
+
+
+workflows:
+  version: 2
+  build:
+    jobs:
+      - "trusty-python-3.4"
+      - "xenial-python-3.5"
+      - "bionic-python-3.6"

.codecov.yml

@@ -5,8 +5,6 @@ coverage:
     project:
       default:
         target: auto
-        # Codecov has the tendency to report a lot of false negatives,
-        # so we basically suppress comments completely.
-        threshold: 50%
+        threshold: 0.50
         base: auto
     patch: off

.editorconfig

@@ -3,22 +3,23 @@ root = true
 [*]
 end_of_line = lf
 charset = utf-8
-indent_size = 4
-indent_style = space
-insert_final_newline = true
 trim_trailing_whitespace = true
+insert_final_newline = true
 
-binary_next_line = true  # for shfmt
-switch_case_indent = true  # for shfmt
+[*.{sh,py,pyi,js,json,yml,xml,css,md,markdown,handlebars,html}]
+indent_style = space
+indent_size = 4
 
-[{*.{js,json,ts},check-openapi}]
-max_line_length = 100
-
-[*.{py,pyi}]
+[*.{py}]
 max_line_length = 110
 
-[*.{md,svg,rb,pp,yaml,yml}]
+[*.{js}]
+max_line_length = 120
+
+[*.{svg,rb,pp,pl}]
+indent_style = space
 indent_size = 2
 
-[package.json]
-indent_size = 2
+[*.{cfg}]
+indent_style = space
+indent_size = 8

.eslintignore

@@ -1,14 +1,2 @@
-# This is intended for generated files and vendored third-party files.
-# For our source code, instead of adding files here, consider using
-# specific eslint-disable comments in the files themselves.
-
-/docs/_build
-/static/generated
-/static/third
-/static/webpack-bundles
-/var/*
-!/var/puppeteer
-/var/puppeteer/*
-!/var/puppeteer/test_credentials.d.ts
-/zulip-current-venv
-/zulip-py3-venv
+static/js/blueslip.js
+static/webpack-bundles

.eslintrc.json

@@ -1,230 +1,388 @@
 {
     "env": {
-        "es2020": true,
-        "node": true
+        "node": true,
+        "es6": true
     },
-    "extends": [
-        "eslint:recommended",
-        "plugin:import/errors",
-        "plugin:import/warnings",
-        "plugin:unicorn/recommended",
-        "prettier"
-    ],
-    "parser": "@babel/eslint-parser",
     "parserOptions": {
-        "warnOnUnsupportedTypeScriptVersion": false,
-        "sourceType": "unambiguous"
+        "sourceType": "module"
     },
-    "reportUnusedDisableDirectives": true,
+    "globals": {
+        "$": false,
+        "ClipboardJS": false,
+        "Dict": false,
+        "FetchStatus": false,
+        "Filter": false,
+        "Handlebars": false,
+        "LightboxCanvas": false,
+        "MessageListData": false,
+        "MessageListView": false,
+        "PerfectScrollbar": false,
+        "Plotly": false,
+        "SockJS": false,
+        "Socket": false,
+        "Sortable": false,
+        "WinChan": false,
+        "XDate": false,
+        "_": false,
+        "activity": false,
+        "admin": false,
+        "admin_sections": false,
+        "alert_words": false,
+        "alert_words_ui": false,
+        "attachments_ui": false,
+        "avatar": false,
+        "blueslip": false,
+        "bot_data": false,
+        "bridge": false,
+        "buddy_data": false,
+        "buddy_list": false,
+        "channel": false,
+        "click_handlers": 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,
+        "fenced_code": false,
+        "flatpickr": false,
+        "floating_recipient_bar": false,
+        "gear_menu": false,
+        "hash_util": false,
+        "hashchange": 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,
+        "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,
+        "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_filters": 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,
+        "submessage": false,
+        "subs": false,
+        "tab_bar": false,
+        "templates": false,
+        "tictactoe_widget": false,
+        "timerender": false,
+        "toMarkdown": 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,
+        "typing_status": false,
+        "ui": false,
+        "ui_report": false,
+        "ui_util": false,
+        "unread": false,
+        "unread_ops": false,
+        "unread_ui": false,
+        "upload": false,
+        "upload_widget": false,
+        "user_events": false,
+        "user_groups": false,
+        "user_pill": false,
+        "user_search": false,
+        "util": false,
+        "voting_widget": false,
+        "widgetize": false,
+        "zcommand": false,
+        "zform": false,
+        "zxcvbn": false
+    },
+    "plugins": [
+        "eslint-plugin-empty-returns"
+    ],
     "rules": {
         "array-callback-return": "error",
-        "arrow-body-style": "error",
-        "block-scoped-var": "error",
-        "consistent-return": "error",
-        "curly": "error",
-        "dot-notation": "error",
-        "eqeqeq": "error",
-        "guard-for-in": "error",
-        "import/extensions": "error",
-        "import/first": "error",
-        "import/newline-after-import": "error",
-        "import/no-useless-path-segments": "error",
-        "import/order": [
-            "error",
+        "array-bracket-spacing": "error",
+        "arrow-spacing": [ "error", { "before": true, "after": true } ],
+        "block-scoped-var": 2,
+        "brace-style": [ "error", "1tbs", { "allowSingleLine": true } ],
+        "camelcase": 0,
+        "comma-dangle": [ "error",
             {
-                "alphabetize": {"order": "asc"},
-                "newlines-between": "always"
+                "arrays": "always-multiline",
+                "objects": "always-multiline",
+                "imports": "always-multiline",
+                "exports": "always-multiline",
+                "functions": "never"
             }
         ],
-        "import/unambiguous": "error",
-        "lines-around-directive": "error",
-        "new-cap": "error",
-        "no-alert": "error",
-        "no-array-constructor": "error",
-        "no-bitwise": "error",
-        "no-caller": "error",
-        "no-catch-shadow": "error",
-        "no-constant-condition": ["error", {"checkLoops": false}],
-        "no-div-regex": "error",
-        "no-duplicate-imports": "error",
-        "no-else-return": "error",
-        "no-eq-null": "error",
-        "no-eval": "error",
-        "no-implicit-coercion": "error",
-        "no-implied-eval": "error",
-        "no-inner-declarations": "off",
-        "no-iterator": "error",
-        "no-label-var": "error",
-        "no-labels": "error",
-        "no-loop-func": "error",
-        "no-multi-str": "error",
-        "no-native-reassign": "error",
-        "no-new-func": "error",
-        "no-new-object": "error",
-        "no-new-wrappers": "error",
-        "no-octal-escape": "error",
-        "no-plusplus": "error",
-        "no-proto": "error",
-        "no-return-assign": "error",
-        "no-script-url": "error",
-        "no-self-compare": "error",
-        "no-sync": "error",
-        "no-throw-literal": "error",
-        "no-undef-init": "error",
-        "no-unneeded-ternary": ["error", {"defaultAssignment": false}],
-        "no-unused-expressions": "error",
-        "no-use-before-define": ["error", {"functions": false}],
-        "no-useless-concat": "error",
-        "no-useless-constructor": "error",
-        "no-var": "error",
-        "object-shorthand": "error",
-        "one-var": ["error", "never"],
-        "prefer-arrow-callback": "error",
-        "prefer-const": [
-            "error",
+        "complexity": [ 0, 4 ],
+        "curly": 2,
+        "dot-notation": [ "error", { "allowKeywords": true } ],
+        "empty-returns/main": "error",
+        "eol-last": [ "error", "always" ],
+        "eqeqeq": 2,
+        "func-style": [ "off", "expression" ],
+        "guard-for-in": 2,
+        "indent": ["error", 4, {
+            "ArrayExpression": "first",
+            "outerIIFEBody": 0,
+            "ObjectExpression": "first",
+            "SwitchCase": 0,
+            "CallExpression": {"arguments": "first"},
+            "FunctionExpression": {"parameters": "first"},
+            "FunctionDeclaration": {"parameters": "first"}
+        }],
+        "keyword-spacing": [ "error",
             {
+                "before": true,
+                "after": true,
+                "overrides": {
+                    "return": { "after": true },
+                    "throw": { "after": true },
+                    "case": { "after": true }
+                }
+            }
+        ],
+        "max-depth": [ 0, 4 ],
+        "max-len": [ "error", 100, 2,
+            {
+                "ignoreUrls": true,
+                "ignoreComments": false,
+                "ignoreRegExpLiterals": true,
+                "ignoreStrings": true,
+                "ignoreTemplateLiterals": true
+            }
+        ],
+        "max-params": [ 0, 3 ],
+        "max-statements": [ 0, 10 ],
+        "new-cap": [ "error",
+            {
+                "newIsCap": true,
+                "capIsNew": false
+            }
+        ],
+        "new-parens": 2,
+        "newline-per-chained-call": 0,
+        "no-alert": 2,
+        "no-array-constructor": "error",
+        "no-bitwise": 2,
+        "no-caller": 2,
+        "no-case-declarations": "error",
+        "no-catch-shadow": 2,
+        "no-console": 0,
+        "no-const-assign": "error",
+        "no-control-regex": 2,
+        "no-debugger": 2,
+        "no-delete-var": 2,
+        "no-div-regex": 2,
+        "no-dupe-class-members": "error",
+        "no-dupe-keys": 2,
+        "no-duplicate-imports": "error",
+        "no-else-return": 2,
+        "no-empty": 2,
+        "no-empty-character-class": 2,
+        "no-eq-null": 2,
+        "no-eval": 2,
+        "no-ex-assign": 2,
+        "no-extra-parens": ["error", "all"],
+        "no-extra-semi": 2,
+        "no-fallthrough": 2,
+        "no-floating-decimal": 2,
+        "no-func-assign": 2,
+        "no-implied-eval": 2,
+        "no-iterator": "error",
+        "no-label-var": 2,
+        "no-labels": 2,
+        "no-loop-func": 2,
+        "no-mixed-requires": [ 0, false ],
+        "no-multi-str": 2,
+        "no-native-reassign": 2,
+        "no-nested-ternary": 0,
+        "no-new-func": "error",
+        "no-new-object": 2,
+        "no-new-wrappers": 2,
+        "no-obj-calls": 2,
+        "no-octal": 2,
+        "no-octal-escape": 2,
+        "no-param-reassign": 0,
+        "no-plusplus": 2,
+        "no-proto": 2,
+        "no-redeclare": 2,
+        "no-regex-spaces": 2,
+        "no-restricted-syntax": 0,
+        "no-return-assign": 2,
+        "no-script-url": 2,
+        "no-self-compare": 2,
+        "no-shadow": 0,
+        "no-sync": 2,
+        "no-ternary": 0,
+        "no-trailing-spaces": 2,
+        "no-undef": "error",
+        "no-undef-init": 2,
+        "no-underscore-dangle": 0,
+        "no-unneeded-ternary": [ "error", { "defaultAssignment": false } ],
+        "no-unreachable": 2,
+        "no-unused-expressions": 2,
+        "no-unused-vars": [ "error",
+            {
+                "vars": "local",
+                "args": "after-used",
+                "varsIgnorePattern": "print_elapsed_time|check_duplicate_ids"
+            }
+        ],
+        "no-use-before-define": 2,
+        "no-useless-constructor": "error",
+        // The Zulip codebase complies partially with the "no-useless-escape"
+        // rule; only regex expressions haven't been updated yet.
+        // Updated regex expressions are currently being tested in casper
+        // files and will decide about a potential future enforcement of this rule.
+        "no-useless-escape": 0,
+        "space-unary-ops": 2,
+        "no-whitespace-before-property": 2,
+        "no-with": 2,
+        "one-var": [ "error", "never" ],
+        "padded-blocks": 0,
+        "prefer-const": [ "error",
+            {
+                "destructuring": "any",
                 "ignoreReadBeforeAssign": true
             }
         ],
-        "radix": "error",
-        "sort-imports": ["error", {"ignoreDeclarationSort": true}],
-        "spaced-comment": ["error", "always", {"markers": ["/"]}],
-        "strict": "error",
-        "unicorn/consistent-function-scoping": "off",
-        "unicorn/explicit-length-check": "off",
-        "unicorn/filename-case": "off",
-        "unicorn/no-nested-ternary": "off",
-        "unicorn/no-null": "off",
-        "unicorn/no-process-exit": "off",
-        "unicorn/no-useless-undefined": "off",
-        "unicorn/number-literal-case": "off",
-        "unicorn/numeric-separators-style": "off",
-        "unicorn/prefer-module": "off",
-        "unicorn/prefer-node-protocol": "off",
-        "unicorn/prefer-spread": "off",
-        "unicorn/prefer-ternary": "off",
-        "unicorn/prevent-abbreviations": "off",
-        "valid-typeof": ["error", {"requireStringLiterals": true}],
-        "yoda": "error"
-    },
-    "overrides": [
+        "quote-props": [ "error", "as-needed",
             {
-            "files": ["frontend_tests/puppeteer_lib/**", "frontend_tests/puppeteer_tests/**"],
-            "globals": {
-                "$": false,
-                "zulip_test": false
+                "keywords": false,
+                "unnecessary": true,
+                "numbers": false
             }
-        },
-        {
-            "files": ["static/js/**"],
-            "globals": {
-                "StripeCheckout": false
-            }
-        },
-        {
-            "files": ["**/*.ts"],
-            "extends": ["plugin:@typescript-eslint/recommended", "plugin:import/typescript"],
-            "parserOptions": {
-                "project": "tsconfig.json"
-            },
-            "rules": {
-                // Disable base rule to avoid conflict
-                "no-duplicate-imports": "off",
-                "no-unused-vars": "off",
-                "no-useless-constructor": "off",
-
-                "@typescript-eslint/array-type": "error",
-                "@typescript-eslint/await-thenable": "error",
-                "@typescript-eslint/consistent-type-assertions": "error",
-                "@typescript-eslint/consistent-type-imports": "error",
-                "@typescript-eslint/explicit-function-return-type": [
-                    "error",
-                    {"allowExpressions": true}
         ],
-                "@typescript-eslint/member-ordering": "error",
-                "@typescript-eslint/no-duplicate-imports": "off",
-                "@typescript-eslint/no-explicit-any": "off",
-                "@typescript-eslint/no-extraneous-class": "error",
-                "@typescript-eslint/no-non-null-assertion": "off",
-                "@typescript-eslint/no-parameter-properties": "error",
-                "@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/prefer-includes": "error",
-                "@typescript-eslint/prefer-regexp-exec": "error",
-                "@typescript-eslint/prefer-string-starts-ends-with": "error",
-                "@typescript-eslint/promise-function-async": "error",
-                "@typescript-eslint/unified-signatures": "error",
-                "no-undef": "error"
-            }
-        },
+        "quotes": [ 0, "single" ],
+        "radix": 2,
+        "semi": 2,
+        "space-before-blocks": 2,
+        "space-before-function-paren": [ "error",
             {
-            "files": ["**/*.d.ts"],
-            "rules": {
-                "import/unambiguous": "off"
+                "anonymous": "always",
+                "named": "never",
+                "asyncArrow": "always"
             }
-        },
-        {
-            "files": ["frontend_tests/**"],
-            "globals": {
-                "CSS": false,
-                "document": false,
-                "navigator": false,
-                "window": false
-            },
-            "rules": {
-                "no-sync": "off"
-            }
-        },
-        {
-            "files": ["tools/debug-require.js"],
-            "env": {
-                "browser": true,
-                "es2020": false
-            },
-            "rules": {
-                // Don’t require ES features that PhantomJS doesn’t support
-                // TODO: Toggle these settings now that we don't use PhantomJS
-                "no-var": "off",
-                "object-shorthand": "off",
-                "prefer-arrow-callback": "off"
-            }
-        },
-        {
-            "files": ["static/**"],
-            "env": {
-                "browser": true,
-                "node": false
-            },
-            "rules": {
-                "no-console": "error"
-            },
-            "settings": {
-                "import/resolver": "webpack"
-            }
-        },
-        {
-            "files": ["static/shared/**"],
-            "env": {
-                "browser": false,
-                "shared-node-browser": true
-            },
-            "rules": {
-                "import/no-restricted-paths": [
-                    "error",
-                    {
-                        "zones": [
-                            {
-                                "target": "./static/shared",
-                                "from": ".",
-                                "except": ["./node_modules", "./static/shared"]
-                            }
-                        ]
-                    }
-                ]
+        ],
+        "space-in-parens": 2,
+        "space-infix-ops": 2,
+        "spaced-comment": 0,
+        "strict": 0,
+        "template-curly-spacing": "error",
+        "unnecessary-strict": 0,
+        "use-isnan": 2,
+        "valid-typeof": [ "error", { "requireStringLiterals": true } ],
+        "wrap-iife": [ "error", "outside", { "functionPrototypeMethods": false } ],
+        "wrap-regex": 0,
+        "yoda": 2
     }
 }
-    ]
-}

.gitattributes

@@ -11,3 +11,4 @@
 *.otf binary
 *.tif binary
 *.ogg binary
+yarn.lock binary

.github/FUNDING.yml

@@ -1,3 +0,0 @@
-github: zulip
-patreon: zulip
-open_collective: zulip

.github/pull_request_template.md

@@ -1,11 +1,14 @@
 <!-- What's this PR for?  (Just a link to an issue is fine.) -->
 
-**Testing plan:** <!-- How have you tested? -->
 
-**GIFs or screenshots:** <!-- If a UI change.  See:
+**Testing Plan:** <!-- How have you tested? -->
+
+
+**GIFs or Screenshots:** <!-- If a UI change.  See:
   https://zulip.readthedocs.io/en/latest/tutorials/screenshot-and-gif-software.html
   -->
 
+
 <!-- Also be sure to make clear, coherent commits:
   https://zulip.readthedocs.io/en/latest/contributing/version-control.html
   -->

.github/workflows/cancel-previous-runs.yml

@@ -1,43 +0,0 @@
-name: Cancel previous runs
-on: [push, pull_request]
-
-defaults:
-  run:
-    shell: bash
-
-jobs:
-  cancel:
-    name: Cancel previous runs
-    runs-on: ubuntu-latest
-    timeout-minutes: 3
-
-    # Don't run this job for zulip/zulip pushes since we
-    # want to run those jobs.
-    if: ${{ github.event_name != 'push' || github.event.repository.full_name != 'zulip/zulip' }}
-
-    steps:
-      # We get workflow IDs from GitHub API so we don't have to maintain
-      # a hard-coded list of IDs which need to be updated when a workflow
-      # is added or removed. And, workflow IDs are different for other forks
-      # so this is required.
-      - name: Get workflow IDs.
-        id: workflow_ids
-        continue-on-error: true # Don't fail this job on failure
-        env:
-          # This is in <owner>/<repo> format e.g. zulip/zulip
-          REPOSITORY: ${{ github.repository }}
-        run: |
-          workflow_api_url=https://api.github.com/repos/$REPOSITORY/actions/workflows
-          curl $workflow_api_url -o workflows.json
-
-          script="const {workflows} = require('./workflows'); \
-                  const ids = workflows.map(workflow => workflow.id); \
-                  console.log(ids.join(','));"
-          ids=$(node -e "$script")
-          echo "::set-output name=ids::$ids"
-
-      - uses: styfle/cancel-workflow-action@0.9.0
-        continue-on-error: true # Don't fail this job on failure
-        with:
-          workflow_id: ${{ steps.workflow_ids.outputs.ids }}
-          access_token: ${{ github.token }}

.github/workflows/codeql-analysis.yml

@@ -1,31 +0,0 @@
-name: "Code scanning"
-
-on: [push, pull_request]
-
-jobs:
-  CodeQL:
-    if: ${{!github.event.repository.private}}
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Check out 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 check out the head.
-          fetch-depth: 2
-
-      # If this run was triggered by a pull request event, then check out
-      # 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

.github/workflows/production-suite.yml

@@ -1,275 +0,0 @@
-name: Zulip production suite
-
-on:
-  push:
-    paths:
-      - "**/migrations/**"
-      - puppet/**
-      - requirements/**
-      - scripts/**
-      - static/**
-      - tools/**
-      - zproject/**
-      - yarn.lock
-      - .github/workflows/production-suite.yml
-  pull_request:
-    paths:
-      - "**/migrations/**"
-      - puppet/**
-      - requirements/**
-      - scripts/**
-      - static/**
-      - tools/**
-      - zproject/**
-      - yarn.lock
-      - .github/workflows/production-suite.yml
-
-defaults:
-  run:
-    shell: bash
-
-jobs:
-  production_build:
-    # This job builds a release tarball from the current commit, which
-    # will be used for all of the following install/upgrade tests.
-    name: Bionic production build
-    runs-on: ubuntu-latest
-
-    # This docker image was created by a generated Dockerfile at:
-    #   tools/ci/images/bionic/Dockerfile
-    # Bionic ships with Python 3.6.
-    container: zulip/ci:bionic
-    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 "${dirs[@]}"
-
-      - name: Restore node_modules cache
-        uses: actions/cache@v2
-        with:
-          path: /srv/zulip-npm-cache
-          key: v1-yarn-deps-${{ github.job }}-${{ hashFiles('package.json') }}-${{ hashFiles('yarn.lock') }}
-          restore-keys: v1-yarn-deps-${{ github.job }}
-
-      - name: Restore python cache
-        uses: actions/cache@v2
-        with:
-          path: /srv/zulip-venv-cache
-          key: v1-venv-${{ github.job }}-${{ hashFiles('requirements/dev.txt') }}
-          restore-keys: v1-venv-${{ github.job }}
-
-      - name: Restore emoji cache
-        uses: actions/cache@v2
-        with:
-          path: /srv/zulip-emoji-cache
-          key: v1-emoji-${{ github.job }}-${{ 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-${{ github.job }}
-
-      - name: Do Bionic hack
-        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: Build production tarball
-        run: ./tools/ci/production-build
-
-      - name: Upload production build artifacts for install jobs
-        uses: actions/upload-artifact@v2
-        with:
-          name: production-tarball
-          path: /tmp/production-build
-          retention-days: 14
-
-      - name: Report status
-        if: failure()
-        env:
-          ZULIP_BOT_KEY: ${{ secrets.ZULIP_BOT_KEY }}
-        run: tools/ci/send-failure-message
-
-  production_install:
-    # This job installs the server release tarball built above on a
-    # range of platforms, and does some basic health checks on the
-    # resulting installer Zulip server.
-    strategy:
-      fail-fast: false
-      matrix:
-        include:
-          # Base images are built using `tools/ci/Dockerfile.template`.
-          # The comments at the top explain how to build and upload these images.
-          - docker_image: zulip/ci:bionic
-            name: Bionic production install
-            is_bionic: true
-            os: bionic
-
-          - docker_image: zulip/ci:focal
-            name: Focal production install
-            is_focal: true
-            os: focal
-
-          - docker_image: zulip/ci:buster
-            name: Buster production install
-            is_buster: true
-            os: buster
-
-          - docker_image: zulip/ci:bullseye
-            name: Bullseye production install
-            is_bullseye: true
-            os: bullseye
-
-    name: ${{ matrix.name  }}
-    container:
-      image: ${{ matrix.docker_image }}
-      options: --init
-    runs-on: ubuntu-latest
-    needs: production_build
-
-    steps:
-      - name: Download built production tarball
-        uses: actions/download-artifact@v2
-        with:
-          name: production-tarball
-          path: /tmp
-
-      - name: Add required permissions and setup
-        run: |
-          # This is the GitHub Actions specific cache directory the
-          # the current github user must be able to access for the
-          # cache action to work. It is owned by root currently.
-          sudo chmod -R 0777 /__w/_temp/
-
-          # Create the zulip directory that the tools/ci/ scripts needs
-          mkdir -p /home/github/zulip
-
-          # Since actions/download-artifact@v2 loses all the permissions
-          # of the tarball uploaded by the upload artifact fix those.
-          chmod +x /tmp/production-extract-tarball
-          chmod +x /tmp/production-upgrade-pg
-          chmod +x /tmp/production-install
-          chmod +x /tmp/production-verify
-          chmod +x /tmp/send-failure-message
-
-      - name: Create cache directories
-        run: |
-          dirs=(/srv/zulip-{npm,venv,emoji}-cache)
-          sudo mkdir -p "${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 }}-${{ hashFiles('/tmp/package.json') }}-${{ hashFiles('/tmp/yarn.lock') }}
-          restore-keys: v1-yarn-deps-${{ 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: Production extract tarball
-        run: /tmp/production-extract-tarball
-
-      - name: Install production
-        run: |
-          sudo service rabbitmq-server restart
-          sudo /tmp/production-install
-
-      - name: Verify install
-        run: sudo /tmp/production-verify
-
-      - name: Upgrade postgresql
-        if: ${{ matrix.is_bionic }}
-        run: sudo /tmp/production-upgrade-pg
-
-      - name: Verify install after upgrading postgresql
-        if: ${{ matrix.is_bionic }}
-        run: sudo /tmp/production-verify
-
-      - name: Report status
-        if: failure()
-        env:
-          ZULIP_BOT_KEY: ${{ secrets.ZULIP_BOT_KEY }}
-        run: /tmp/send-failure-message
-
-  production_upgrade:
-    # The production upgrade job starts with a container with a
-    # previous Zulip release installed, and attempts to upgrade it to
-    # the release tarball built for the current commit being tested.
-    #
-    # This is intended to catch bugs that result in the upgrade
-    # process failing.
-    strategy:
-      fail-fast: false
-      matrix:
-        include:
-          # Base images are built using `tools/ci/Dockerfile.prod.template`.
-          # The comments at the top explain how to build and upload these images.
-          - docker_image: zulip/ci:buster-3.4
-            name: 3.4 Version Upgrade
-            is_focal: true
-            os: buster
-
-    name: ${{ matrix.name  }}
-    container:
-      image: ${{ matrix.docker_image }}
-      options: --init
-    runs-on: ubuntu-latest
-    needs: production_build
-
-    steps:
-      - name: Download built production tarball
-        uses: actions/download-artifact@v2
-        with:
-          name: production-tarball
-          path: /tmp
-
-      - name: Add required permissions and setup
-        run: |
-          # 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/
-
-          # Since actions/download-artifact@v2 loses all the permissions
-          # of the tarball uploaded by the upload artifact fix those.
-          chmod +x /tmp/production-upgrade
-          chmod +x /tmp/production-verify
-          chmod +x /tmp/send-failure-message
-
-      - name: Upgrade production
-        run: sudo /tmp/production-upgrade
-
-        # TODO: We should be running production-verify here, but it
-        # doesn't pass yet.
-        #
-        # - name: Verify install
-        #   run: sudo /tmp/production-verify
-
-      - name: Report status
-        if: failure()
-        env:
-          ZULIP_BOT_KEY: ${{ secrets.ZULIP_BOT_KEY }}
-        run: /tmp/send-failure-message

.github/workflows/update-oneclick-apps.yml

@@ -1,24 +0,0 @@
-name: Update one click apps
-on:
-  release:
-    types: [published]
-jobs:
-  update-digitalocean-oneclick-app:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-      - name: Update DigitalOcean one click app
-        env:
-          DIGITALOCEAN_API_KEY: ${{ secrets.ONE_CLICK_ACTION_DIGITALOCEAN_API_KEY }}
-          ZULIP_API_KEY: ${{ secrets.ONE_CLICK_ACTION_ZULIP_BOT_API_KEY }}
-          ZULIP_EMAIL: ${{ secrets.ONE_CLICK_ACTION_ZULIP_BOT_EMAIL }}
-          ZULIP_SITE: https://chat.zulip.org
-          ONE_CLICK_ACTION_STREAM: kandra ops
-          PYTHON_DIGITALOCEAN_REQUEST_TIMEOUT_SEC: 30
-          RELEASE_VERSION: ${{ github.event.release.tag_name }}
-        run: |
-          export PATH="$HOME/.local/bin:$PATH"
-          git clone https://github.com/zulip/marketplace-partners
-          pip3 install python-digitalocean zulip fab-classic
-          echo $PATH
-          python3 tools/oneclickapps/prepare_digital_ocean_one_click_app_release.py

.github/workflows/zulip-ci.yml

@@ -1,250 +0,0 @@
-# NOTE: Everything test in this file should be in `tools/test-all`.  If there's a
-# reason not to run it there, it should be there as a comment
-# explaining why.
-
-name: Zulip CI
-
-on: [push, pull_request]
-
-defaults:
-  run:
-    shell: bash
-
-jobs:
-  tests:
-    strategy:
-      fail-fast: false
-      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: zulip/ci: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: zulip/ci:focal
-            name: Ubuntu 20.04 Focal (Python 3.8, backend)
-            os: focal
-            is_focal: true
-            include_frontend_tests: false
-
-          # This docker image was created by a generated Dockerfile at:
-          #   tools/ci/images/focal/Dockerfile
-          # Bullseye ships with Python 3.9.2.
-          - docker_image: zulip/ci:bullseye
-            name: Debian 11 Bullseye (Python 3.9, backend)
-            os: bullseye
-            is_bullseye: 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/postgresql-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 }}-${{ hashFiles('requirements/dev.txt') }}
-          restore-keys: v1-venv-${{ 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
-          ./tools/ci/setup-backend --skip-dev-db-build
-
-          # Cleaning caches is mostly unnecessary in GitHub Actions, because
-          # most builds don't get to write to the cache.
-          # scripts/lib/clean-unused-caches --verbose --threshold 0
-
-      - name: Run tools test
-        run: |
-          source tools/ci/activate-venv
-          ./tools/test-tools
-
-      - name: Run backend lint
-        run: |
-          source tools/ci/activate-venv
-          echo "Test suite is running under $(python --version)."
-          ./tools/lint --groups=backend --skip=gitlint,mypy # gitlint disabled because flaky
-
-      - name: Run frontend lint
-        if: ${{ matrix.include_frontend_tests }}
-        run: |
-          source tools/ci/activate-venv
-          ./tools/lint --groups=frontend --skip=gitlint # gitlint disabled because flaky
-
-      - name: Run backend tests
-        run: |
-          source tools/ci/activate-venv
-          ./tools/test-backend --coverage --include-webhooks --no-cov-cleanup --ban-console-output
-
-      - name: Run mypy
-        run: |
-          source tools/ci/activate-venv
-          # We run mypy after the backend tests so we get output from the
-          # backend tests, which tend to uncover more serious problems, first.
-          ./tools/run-mypy --version
-          ./tools/run-mypy
-
-      - name: Run miscellaneous tests
-        run: |
-          source tools/ci/activate-venv
-
-          # Currently our compiled requirements files will differ for different python versions
-          # so we will run test-locked-requirements only for Bionic.
-          # ./tools/test-locked-requirements
-          # ./tools/test-run-dev  # https://github.com/zulip/zulip/pull/14233
-          #
-          # This test has been persistently flaky at like 1% frequency, is slow,
-          # and is for a very specific single feature, so we don't run it by default:
-          # ./tools/test-queue-worker-reload
-
-          ./tools/test-migrations
-          ./tools/setup/optimize-svg --check
-          ./tools/setup/generate_integration_bots_avatars.py --check-missing
-
-      - name: Run documentation and api tests
-        run: |
-          source tools/ci/activate-venv
-          # In CI, we only test links we control in test-documentation to avoid flakes
-          ./tools/test-documentation --skip-external-links
-          ./tools/test-help-documentation --skip-external-links
-          ./tools/test-api
-
-      - name: Run node tests
-        if: ${{ matrix.include_frontend_tests }}
-        run: |
-          source tools/ci/activate-venv
-          # Run the node tests first, since they're fast and deterministic
-          ./tools/test-js-with-node --coverage
-
-      - name: Check schemas
-        if: ${{ matrix.include_frontend_tests }}
-        run: |
-          source tools/ci/activate-venv
-          # Check that various schemas are consistent. (is fast)
-          ./tools/check-schemas
-
-      - name: Check capitalization of strings
-        if: ${{ matrix.include_frontend_tests }}
-        run: |
-          source tools/ci/activate-venv
-          ./manage.py makemessages --locale en
-          PYTHONWARNINGS=ignore ./tools/check-capitalization --no-generate
-          PYTHONWARNINGS=ignore ./tools/check-frontend-i18n --no-generate
-
-      - name: Run puppeteer tests
-        if: ${{ matrix.include_frontend_tests }}
-        run: |
-          source tools/ci/activate-venv
-          ./tools/test-js-with-puppeteer
-
-      - name: Check for untracked files
-        run: |
-          source tools/ci/activate-venv
-          # This final check looks for untracked files that may have been
-          # created by test-backend or provision.
-          untracked="$(git ls-files --exclude-standard --others)"
-          if [ -n "$untracked" ]; then
-              printf >&2 "Error: untracked files:\n%s\n" "$untracked"
-              exit 1
-          fi
-
-      - name: Test locked requirements
-        if: ${{ matrix.is_bionic }}
-        run: |
-          . /srv/zulip-py3-venv/bin/activate && \
-          ./tools/test-locked-requirements
-
-      - 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
-
-          pip install codecov && codecov || echo "Error in uploading coverage reports to codecov.io."
-
-      - name: Store Puppeteer artifacts
-        # Upload these on failure, as well
-        if: ${{ always() && matrix.include_frontend_tests }}
-        uses: actions/upload-artifact@v2
-        with:
-          name: puppeteer
-          path: ./var/puppeteer
-          retention-days: 60
-
-      - name: Check development database build
-        if: ${{ matrix.is_focal || matrix.is_bullseye }}
-        run: ./tools/ci/setup-backend
-
-      - name: Report status
-        if: failure()
-        env:
-          ZULIP_BOT_KEY: ${{ secrets.ZULIP_BOT_KEY }}
-        run: tools/ci/send-failure-message

.gitignore

@@ -27,21 +27,12 @@
 package-lock.json
 
 /.vagrant
-/var/*
-!/var/puppeteer
-/var/puppeteer/*
-!/var/puppeteer/test_credentials.d.ts
+/var
 
 /.dmypy.json
 
-# Dockerfiles generated for continuous integration
-/tools/ci/images
-
-# Generated i18n data
-/locale/en
-/locale/language_options.json
-/locale/language_name_map.json
-/locale/*/mobile.json
+# Dockerfiles generated for CircleCI
+/tools/circleci/images
 
 # Static build
 *.mo
@@ -51,7 +42,6 @@ npm-debug.log
 /staticfiles.json
 /webpack-stats-production.json
 /yarn-error.log
-zulip-git-version
 
 # Test / analysis tools
 .coverage
@@ -75,13 +65,11 @@ zulip.kdev4
 *.sublime-workspace
 .vscode/
 *.DS_Store
-# .cache/ is generated by Visual Studio Code's test runner
+# .cache/ is generated by VSCode's test runner
 .cache/
 .eslintcache
 
-# Core dump files
-core
-
 ## Miscellaneous
 # (Ideally this section is empty.)
+zthumbor/thumbor_local_settings.py
 .transifexrc

.gitlint

@@ -1,9 +1,9 @@
 [general]
-ignore=title-trailing-punctuation, body-min-length, body-is-missing
+ignore=title-trailing-punctuation, body-min-length, body-is-missing, title-imperative-mood
 
 extra-path=tools/lib/gitlint-rules.py
 
-[title-match-regex]
+[title-match-regex-allow-exception]
 regex=^(.+:\ )?[A-Z].+\.$
 
 [title-max-length]

.isort.cfg

@@ -0,0 +1,10 @@
+[settings]
+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

.mailmap

@@ -1,40 +0,0 @@
-Alex Vandiver <alexmv@zulip.com> <alex@chmrr.net>
-Alex Vandiver <alexmv@zulip.com> <github@chmrr.net>
-Allen Rabinovich <allenrabinovich@yahoo.com> <allenr@humbughq.com>
-Allen Rabinovich <allenrabinovich@yahoo.com> <allenr@zulip.com>
-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>
-Jeff Arnold <jbarnold@gmail.com> <jbarnold@humbughq.com>
-Jeff Arnold <jbarnold@gmail.com> <jbarnold@zulip.com>
-Jessica McKellar <jesstess@mit.edu> <jesstess@humbughq.com>
-Jessica McKellar <jesstess@mit.edu> <jesstess@zulip.com>
-Kevin Mehall <km@kevinmehall.net> <kevin@humbughq.com>
-Kevin Mehall <km@kevinmehall.net> <kevin@zulip.com>
-Ray Kraesig <rkraesig@zulip.com> <rkraesig@zulipchat.com>
-Rishi Gupta <rishig@zulipchat.com> <rishig+git@mit.edu>
-Rishi Gupta <rishig@zulipchat.com> <rishig@kandralabs.com>
-Rishi Gupta <rishig@zulipchat.com> <rishig@users.noreply.github.com>
-Reid Barton <rwbarton@gmail.com> <rwbarton@humbughq.com>
-Scott Feeney <scott@oceanbase.org> <scott@humbughq.com>
-Scott Feeney <scott@oceanbase.org> <scott@zulip.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 <vishnu@zulip.com> <hackerkid@vishnuks.com>
-Vishnu KS <vishnu@zulip.com> <yo@vishnuks.com>
-Alya Abbott <alya@zulip.com> <alyaabbott@elance-odesk.com>

.prettierignore

@@ -1,8 +0,0 @@
-/corporate/tests/stripe_fixtures
-/locale
-/static/third
-/templates/**/*.md
-/tools/setup/emoji/emoji_map.json
-/zerver/tests/fixtures
-/zerver/webhooks/*/doc.md
-/zerver/webhooks/*/fixtures

.pyre_configuration

@@ -1,15 +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/"
-  ],
-  "typeshed": "zulip-py3-venv/lib/pyre_check/typeshed/",
-  "exclude": [
-      "/srv/zulip/zulip-py3-venv/.*"
-  ]
-}

.sonarcloud.properties

@@ -1 +0,0 @@
-sonar.inclusions=**/*.py,**/*.html

.stylelintrc

@@ -0,0 +1,66 @@
+{
+    "rules": {
+        # Stylistic rules for CSS.
+        "function-comma-space-after": "always",
+        "function-comma-space-before": "never",
+        "function-max-empty-lines": 0,
+        "function-whitespace-after": "always",
+
+        "value-keyword-case": "lower",
+        "value-list-comma-newline-after": "always-multi-line",
+        "value-list-comma-space-after": "always-single-line",
+        "value-list-comma-space-before": "never",
+        "value-list-max-empty-lines": 0,
+
+        "unit-case": "lower",
+        "property-case": "lower",
+        "color-hex-case": "lower",
+
+        "declaration-bang-space-before": "always",
+        "declaration-colon-newline-after": "always-multi-line",
+        "declaration-colon-space-after": "always-single-line",
+        "declaration-colon-space-before": "never",
+        "declaration-block-semicolon-newline-after": "always",
+        "declaration-block-semicolon-space-before": "never",
+        "declaration-block-trailing-semicolon": "always",
+
+        "block-closing-brace-empty-line-before": "never",
+        "block-closing-brace-newline-after": "always",
+        "block-closing-brace-newline-before": "always",
+        "block-opening-brace-newline-after": "always",
+        "block-opening-brace-space-before": "always",
+
+        "selector-attribute-brackets-space-inside": "never",
+        "selector-attribute-operator-space-after": "never",
+        "selector-attribute-operator-space-before": "never",
+        "selector-combinator-space-after": "always",
+        "selector-combinator-space-before": "always",
+        "selector-descendant-combinator-no-non-space": true,
+        "selector-pseudo-class-parentheses-space-inside": "never",
+        "selector-pseudo-element-case": "lower",
+        "selector-pseudo-element-colon-notation": "double",
+        "selector-type-case": "lower",
+        "selector-list-comma-newline-after": "always",
+        "selector-list-comma-space-before": "never",
+
+        "media-feature-colon-space-after": "always",
+        "media-feature-colon-space-before": "never",
+        "media-feature-name-case": "lower",
+        "media-feature-parentheses-space-inside": "never",
+        "media-feature-range-operator-space-after": "always",
+        "media-feature-range-operator-space-before": "always",
+        "media-query-list-comma-newline-after": "always",
+        "media-query-list-comma-space-before": "never",
+
+        "at-rule-name-case": "lower",
+        "at-rule-name-space-after": "always",
+        "at-rule-semicolon-newline-after": "always",
+        "at-rule-semicolon-space-before": "never",
+
+        "comment-whitespace-inside": "always",
+        "indentation": 4,
+        
+        # Limit language features
+        "color-no-hex": true,
+    }
+}

.travis.yml

@@ -0,0 +1,67 @@
+# See https://zulip.readthedocs.io/en/latest/testing/travis.html for
+# high-level documentation on our Travis CI setup.
+dist: trusty
+group: deprecated-2017Q4
+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/travis/setup-$TEST_SUITE" ts
+
+  # Clean any caches that are not in use to avoid our cache
+  # becoming huge.
+  - mispipe "scripts/lib/clean-unused-caches --verbose --threshold 0" ts
+
+script:
+  # We unset GEM_PATH here as a hack to work around Travis CI having
+  # broken running their system puppet with Ruby.  See
+  # https://travis-ci.org/zulip/zulip/jobs/240120991 for an example traceback.
+  - unset GEM_PATH
+  - mispipe "./tools/travis/$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=/tmp/nowhere
+language: python
+# Our test suites generally run on Python 3.4, the version in
+# Ubuntu 14.04 trusty, 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: "3.4"
+      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: "9.3"
+  apt:
+    packages:
+      - moreutils
+after_success:
+  - codecov

.tx/config

@@ -3,31 +3,31 @@ host = https://www.transifex.com
 lang_map = zh-Hans: zh_Hans, zh-Hant: zh_Hant
 
 [zulip.djangopo]
-file_filter = locale/<lang>/LC_MESSAGES/django.po
-source_file = locale/en/LC_MESSAGES/django.po
+source_file = static/locale/en/LC_MESSAGES/django.po
 source_lang = en
 type = PO
+file_filter = static/locale/<lang>/LC_MESSAGES/django.po
 
 [zulip.translationsjson]
-file_filter = locale/<lang>/translations.json
-source_file = locale/en/translations.json
+source_file = static/locale/en/translations.json
 source_lang = en
 type = KEYVALUEJSON
+file_filter = static/locale/<lang>/translations.json
 
 [zulip.mobile]
-file_filter = locale/<lang>/mobile.json
-source_file = locale/en/mobile.json
+source_file = static/locale/en/mobile.json
 source_lang = en
 type = KEYVALUEJSON
+file_filter = static/locale/<lang>/mobile.json
 
 [zulip-test.djangopo]
-file_filter = locale/<lang>/LC_MESSAGES/django.po
-source_file = locale/en/LC_MESSAGES/django.po
+source_file = static/locale/en/LC_MESSAGES/django.po
 source_lang = en
 type = PO
+file_filter = static/locale/<lang>/LC_MESSAGES/django.po
 
 [zulip-test.translationsjson]
-file_filter = locale/<lang>/translations.json
-source_file = locale/en/translations.json
+source_file = static/locale/en/translations.json
 source_lang = en
 type = KEYVALUEJSON
+file_filter = static/locale/<lang>/translations.json

.yarnrc

@@ -1 +0,0 @@
-ignore-scripts true

CODE_OF_CONDUCT.md

@@ -14,46 +14,46 @@ This isn't an exhaustive list of things that you can't do. Rather, take it
 in the spirit in which it's intended --- a guide to make it easier to enrich
 all of us and the technical communities in which we participate.
 
-## Expected behavior
+## Expected Behavior
 
 The following behaviors are expected and requested of all community members:
 
-- Participate. In doing so, you contribute to the health and longevity of
+* Participate. In doing so, you contribute to the health and longevity of
   the community.
-- Exercise consideration and respect in your speech and actions.
-- Attempt collaboration before conflict. Assume good faith.
-- Refrain from demeaning, discriminatory, or harassing behavior and speech.
-- Take action or alert community leaders if you notice a dangerous
+* Exercise consideration and respect in your speech and actions.
+* Attempt collaboration before conflict. Assume good faith.
+* Refrain from demeaning, discriminatory, or harassing behavior and speech.
+* Take action or alert community leaders if you notice a dangerous
   situation, someone in distress, or violations of this code, even if they
   seem inconsequential.
-- Community event venues may be shared with members of the public; be
+* Community event venues may be shared with members of the public; be
   respectful to all patrons of these locations.
 
-## Unacceptable behavior
+## Unacceptable Behavior
 
 The following behaviors are considered harassment and are unacceptable
 within the Zulip community:
 
-- Jokes or derogatory language that singles out members of any race,
+* Jokes or derogatory language that singles out members of any race,
   ethnicity, culture, national origin, color, immigration status, social and
   economic class, educational level, language proficiency, sex, sexual
   orientation, gender identity and expression, age, size, family status,
   political belief, religion, and mental and physical ability.
-- Violence, threats of violence, or violent language directed against
+* Violence, threats of violence, or violent language directed against
   another person.
-- Disseminating or threatening to disseminate another person's personal
+* Disseminating or threatening to disseminate another person's personal
   information.
-- Personal insults of any sort.
-- Posting or displaying sexually explicit or violent material.
-- Inappropriate photography or recording.
-- Deliberate intimidation, stalking, or following (online or in person).
-- Unwelcome sexual attention. This includes sexualized comments or jokes,
+* Personal insults of any sort.
+* Posting or displaying sexually explicit or violent material.
+* Inappropriate photography or recording.
+* Deliberate intimidation, stalking, or following (online or in person).
+* Unwelcome sexual attention. This includes sexualized comments or jokes,
   inappropriate touching or groping, and unwelcomed sexual advances.
-- Sustained disruption of community events, including talks and
+* Sustained disruption of community events, including talks and
   presentations.
-- Advocating for, or encouraging, any of the behaviors above.
+* Advocating for, or encouraging, any of the behaviors above.
 
-## Reporting and enforcement
+## Reporting and Enforcement
 
 Harassment and other code of conduct violations reduce the value of the
 community for everyone. If someone makes you or anyone else feel unsafe or
@@ -78,7 +78,7 @@ something you can do while a violation is happening, do it. A lot of the
 harms of harassment and other violations can be mitigated by the victim
 knowing that the other people present are on their side.
 
-All reports will be kept confidential. In some cases, we may determine that a
+All reports will be kept confidential. In some cases we may determine that a
 public statement will need to be made. In such cases, the identities of all
 victims and reporters will remain confidential unless those individuals
 instruct us otherwise.
@@ -95,10 +95,11 @@ behavior occurring outside the scope of community activities when such
 behavior has the potential to adversely affect the safety and well-being of
 community members.
 
-## License and attribution
+## License and Attribution
 
 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.

CONTRIBUTING.md

@@ -13,12 +13,10 @@ user, or anything else. Make sure to read the
 before posting. The Zulip community is also governed by a
 [code of conduct](https://zulip.readthedocs.io/en/latest/code-of-conduct.html).
 
-You can subscribe to
-[zulip-devel-announce@googlegroups.com](https://groups.google.com/g/zulip-devel-announce)
-or our [Twitter](https://twitter.com/zulip) account for a very low
-traffic (<1 email/month) way to hear about things like mentorship
-opportunities with Google Summer of Code, in-person sprints at
-conferences, and other opportunities to contribute.
+You can subscribe to zulip-devel@googlegroups.com for a lower traffic (~1
+email/month) way to hear about things like mentorship opportunities with Google
+Code-in, in-person sprints at conferences, and other opportunities to
+contribute.
 
 ## Ways to contribute
 
@@ -26,31 +24,29 @@ To make a code or documentation contribution, read our
 [step-by-step guide](#your-first-codebase-contribution) to getting
 started with the Zulip codebase. A small sample of the type of work that
 needs doing:
-
-- Bug squashing and feature development on our Python/Django
+* Bug squashing and feature development on our Python/Django
   [backend](https://github.com/zulip/zulip), web
   [frontend](https://github.com/zulip/zulip), React Native
   [mobile app](https://github.com/zulip/zulip-mobile), or Electron
-  [desktop app](https://github.com/zulip/zulip-desktop).
-- Building out our
+  [desktop app](https://github.com/zulip/zulip-electron).
+* 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)
+* [Reviewing code](https://zulip.readthedocs.io/en/latest/contributing/code-reviewing.html)
   and manually testing pull requests.
 
 **Non-code contributions**: Some of the most valuable ways to contribute
 don't require touching the codebase at all. We list a few of them below:
 
-- [Reporting issues](#reporting-issues), including both feature requests and
+* [Reporting issues](#reporting-issues), including both feature requests and
   bug reports.
-- [Giving feedback](#user-feedback) if you are evaluating or using Zulip.
-- [Sponsor Zulip](https://github.com/sponsors/zulip) through the GitHub sponsors program.
-- [Translating](https://zulip.readthedocs.io/en/latest/translating/translating.html)
+* [Giving feedback](#user-feedback) if you are evaluating or using Zulip.
+* [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/).
+* [Outreach](#zulip-outreach): Star us on GitHub, upvote us
+  on product comparison sites, or write for [the Zulip blog](http://blog.zulip.org/).
 
 ## Your first (codebase) contribution
 
@@ -58,8 +54,7 @@ This section has a step by step guide to starting as a Zulip codebase
 contributor. It's long, but don't worry about doing all the steps perfectly;
 no one gets it right the first time, and there are a lot of people available
 to help.
-
-- First, make an account on the
+* First, make an account on the
   [Zulip community server](https://zulip.readthedocs.io/en/latest/contributing/chat-zulip-org.html),
   paying special attention to the community norms. If you'd like, introduce
   yourself in
@@ -67,18 +62,19 @@ to help.
   your name as the topic. Bonus: tell us about your first impressions of
   Zulip, and anything that felt confusing/broken as you started using the
   product.
-- Read [What makes a great Zulip contributor](#what-makes-a-great-zulip-contributor).
-- [Install the development environment](https://zulip.readthedocs.io/en/latest/development/overview.html),
+* Read [What makes a great Zulip contributor](#what-makes-a-great-zulip-contributor).
+* [Install the development environment](https://zulip.readthedocs.io/en/latest/development/overview.html),
   getting help in
   [#development help](https://chat.zulip.org/#narrow/stream/49-development-help)
   if you run into any troubles.
-- Read the
+* Read the
   [Zulip guide to Git](https://zulip.readthedocs.io/en/latest/git/index.html)
-  and do the Git tutorial (coming soon) if you are unfamiliar with
-  Git, getting help in
-  [#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).
+  and do the Git tutorial (coming soon) if you are unfamiliar with Git,
+  getting help in
+  [#git help](https://chat.zulip.org/#narrow/stream/44-git-help) if you run
+  into any troubles.
+* Sign the
+  [Dropbox Contributor License Agreement](https://opensource.dropbox.com/cla/).
 
 ### Picking an issue
 
@@ -86,32 +82,30 @@ Now, you're ready to pick your first issue! There are hundreds of open issues
 in the main codebase alone. This section will help you find an issue to work
 on.
 
-- If you're interested in
+* If you're interested in
   [mobile](https://github.com/zulip/zulip-mobile/issues?q=is%3Aopen+is%3Aissue),
-  [desktop](https://github.com/zulip/zulip-desktop/issues?q=is%3Aopen+is%3Aissue),
+  [desktop](https://github.com/zulip/zulip-electron/issues?q=is%3Aopen+is%3Aissue),
   or
   [bots](https://github.com/zulip/python-zulip-api/issues?q=is%3Aopen+is%3Aissue)
   development, check the respective links for open issues, or post in
   [#mobile](https://chat.zulip.org/#narrow/stream/48-mobile),
   [#desktop](https://chat.zulip.org/#narrow/stream/16-desktop), or
   [#integration](https://chat.zulip.org/#narrow/stream/127-integrations).
-- For the main server and web repository, we recommend browsing
-  recently opened issues to look for issues you are confident you can
-  fix correctly in a way that clearly communicates why your changes
-  are the correct fix. Our GitHub workflow bot, zulipbot, limits
-  users who have 0 commits merged to claiming a single issue labeled
-  with "good first issue" or "help wanted".
-- We also partition all of our issues in the main repo into areas like
+* For the main server and web repository, start by looking through issues
+  with the label
+  [good first issue](https://github.com/zulip/zulip/issues?q=is%3Aopen+is%3Aissue+label%3A"good+first+issue").
+  These are smaller projects particularly suitable for a first contribution.
+* We also partition all of our issues in the main repo into areas like
   admin, compose, emoji, hotkeys, i18n, onboarding, search, etc. Look
   through our [list of labels](https://github.com/zulip/zulip/labels), and
   click on some of the `area:` labels to see all the issues related to your
   areas of interest.
-- If the lists of issues are overwhelming, post in
+* If the lists of issues are overwhelming, post in
   [#new members](https://chat.zulip.org/#narrow/stream/95-new-members) with a
   bit about your background and interests, and we'll help you out. The most
   important thing to say is whether you're looking for a backend (Python),
-  frontend (JavaScript and TypeScript), mobile (React Native), desktop (Electron),
-  documentation (English) or visual design (JavaScript/TypeScript + CSS) issue, and a
+  frontend (JavaScript), mobile (React Native), desktop (Electron),
+  documentation (English) or visual design (JavaScript + CSS) issue, and a
   bit about your programming experience and available time.
 
 We also welcome suggestions of features that you feel would be valuable or
@@ -121,22 +115,15 @@ have a new feature you'd like to add, we recommend you start by posting in
 feature idea and the problem that you're hoping to solve.
 
 Other notes:
-
-- For a first pull request, it's better to aim for a smaller contribution
+* For a first pull request, it's better to aim for a smaller contribution
   than a bigger one. Many first contributions have fewer than 10 lines of
   changes (not counting changes to tests).
-- The full list of issues explicitly looking for a contributor can be
-  found with the
+* The full list of issues looking for a contributor can be found with the
   [good first issue](https://github.com/zulip/zulip/issues?q=is%3Aopen+is%3Aissue+label%3A%22good+first+issue%22)
   and
   [help wanted](https://github.com/zulip/zulip/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22)
-  labels. Avoid issues with the "difficult" label unless you
-  understand why it is difficult and are confident you can resolve the
-  issue correctly and completely. Issues without one of these labels
-  are fair game if Tim has written a clear technical design proposal
-  in the issue, or it is a bug that you can reproduce and you are
-  confident you can fix the issue correctly.
-- For most new contributors, there's a lot to learn while making your first
+  labels.
+* For most new contributors, there's a lot to learn while making your first
   pull request. It's OK if it takes you a while; that's normal! You'll be
   able to work a lot faster as you build experience.
 
@@ -147,20 +134,20 @@ the issue thread. [Zulipbot](https://github.com/zulip/zulipbot) is a GitHub
 workflow bot; it will assign you to the issue and label the issue as "in
 progress". Some additional notes:
 
-- You can only claim issues with the
+* You can only claim issues with the
   [good first issue](https://github.com/zulip/zulip/issues?q=is%3Aopen+is%3Aissue+label%3A%22good+first+issue%22)
   or
   [help wanted](https://github.com/zulip/zulip/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22)
   labels. Zulipbot will give you an error if you try to claim an issue
   without one of those labels.
-- You're encouraged to ask questions on how to best implement or debug your
+* You're encouraged to ask questions on how to best implement or debug your
   changes -- the Zulip maintainers are excited to answer questions to help
   you stay unblocked and working efficiently. You can ask questions on
   chat.zulip.org, or on the GitHub issue or pull request.
-- We encourage early pull requests for work in progress. Prefix the title of
+* We encourage early pull requests for work in progress. Prefix the title of
   work in progress pull requests with `[WIP]`, and remove the prefix when
   you think it might be mergeable and want it to be reviewed.
-- After updating a PR, add a comment to the GitHub thread mentioning that it
+* After updating a PR, add a comment to the GitHub thread mentioning that it
   is ready for another review. GitHub only notifies maintainers of the
   changes when you post a comment, so if you don't, your PR will likely be
   neglected by accident!
@@ -175,29 +162,30 @@ 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
+* Posting good questions. This generally means explaining your current
   understanding, saying what you've done or tried so far, and including
   tracebacks or other error messages if appropriate.
-- Learning and practicing
+* Learning and practicing
   [Git commit discipline](https://zulip.readthedocs.io/en/latest/contributing/version-control.html#commit-discipline).
-- Submitting carefully tested code. This generally means checking your work
+* Submitting carefully tested code. This generally means checking your work
   through a combination of automated tests and manually clicking around the
   UI trying to find bugs in your work. See
   [things to look for](https://zulip.readthedocs.io/en/latest/contributing/code-reviewing.html#things-to-look-for)
   for additional ideas.
-- Posting
+* Posting
   [screenshots or GIFs](https://zulip.readthedocs.io/en/latest/tutorials/screenshot-and-gif-software.html)
   for frontend changes.
-- Being responsive to feedback on pull requests. This means incorporating or
+* Being responsive to feedback on pull requests. This means incorporating or
   responding to all suggested changes, and leaving a note if you won't be
   able to address things within a few days.
-- Being helpful and friendly on chat.zulip.org.
+* 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
 
@@ -218,9 +206,8 @@ 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
 
@@ -230,63 +217,67 @@ hear about your experience with the product. If you're not sure what to
 write, here are some questions we're always very curious to know the answer
 to:
 
-- Evaluation: What is the process by which your organization chose or will
+* Evaluation: What is the process by which your organization chose or will
   choose a group chat product?
-- Pros and cons: What are the pros and cons of Zulip for your organization,
+* 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
+* Features: What are the features that are most important for your
+  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
+* 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
   there anything that stood out to you as confusing, or broken, or great?
-- Organization: What does your organization do? How big is the organization?
+* 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
+* We try to make the application process as valuable for the applicant as
+  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
+* To apply, you'll have to submit at least one pull request to a Zulip
   repository.  Most students accepted to one of our programs have
   several merged pull requests (including at least one larger PR) by
   the time of the application deadline.
-- The main criteria we use is quality of your best contributions, and
+* The main criteria we use is quality of your best contributions, and
   the bullets listed at
   [What makes a great Zulip contributor](#what-makes-a-great-zulip-contributor).
   Because we focus on evaluating your best work, it doesn't hurt your
   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; 18 in 2020). 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 (we had 14 GSoC
+students in summer 2017).  While we don't control how many slots
+Google allocates to Zulip, we hope to mentor a similar number of
+students in 2018.
 
 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
@@ -302,33 +293,36 @@ same as with GSoC, and it has no separate application process; your
 GSoC application is your ZSoC application.  If we'd like to select you
 for ZSoC, we'll contact you when the GSoC results are announced.
 
-[gsoc-guide]: https://zulip.readthedocs.io/en/latest/contributing/gsoc-ideas.html
+[gsoc-guide]: https://zulip.readthedocs.io/en/latest/overview/gsoc-ideas.html
 [gsoc-faq]: https://developers.google.com/open-source/gsoc/faq
 
-## Zulip outreach
+[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
 perception of projects like Zulip. We've collected a few sites below
 where we know Zulip has been discussed. Doing everything in the following
 list typically takes about 15 minutes.
-
-- Star us on GitHub. There are four main repositories:
+* Star us on GitHub. There are four main repositories:
   [server/web](https://github.com/zulip/zulip),
   [mobile](https://github.com/zulip/zulip-mobile),
-  [desktop](https://github.com/zulip/zulip-desktop), and
+  [desktop](https://github.com/zulip/zulip-electron), and
   [Python API](https://github.com/zulip/python-zulip-api).
-- [Follow us](https://twitter.com/zulip) on Twitter.
+* [Follow us](https://twitter.com/zulip) on Twitter.
 
 For both of the following, you'll need to make an account on the site if you
 don't already have one.
 
-- [Like Zulip](https://alternativeto.net/software/zulip-chat-server/) on
+* [Like Zulip](https://alternativeto.net/software/zulip-chat-server/) on
   AlternativeTo. We recommend upvoting a couple of other products you like
   as well, both to give back to their community, and since single-upvote
   accounts are generally given less weight. You can also
   [upvote Zulip](https://alternativeto.net/software/slack/) on their page
   for Slack.
-- [Add Zulip to your stack](https://stackshare.io/zulip) on StackShare, star
+* [Add Zulip to your stack](https://stackshare.io/zulip) on StackShare, star
   it, and upvote the reasons why people like Zulip that you find most
   compelling. Again, we recommend adding a few other products that you like
   as well.
@@ -340,7 +334,7 @@ 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

Dockerfile-dev

@@ -0,0 +1,17 @@
+FROM ubuntu:trusty
+
+EXPOSE 9991
+
+RUN apt-get update && apt-get install -y wget
+
+RUN localedef -i en_US -f UTF-8 en_US.UTF-8
+
+RUN useradd -d /home/zulip -m zulip && echo 'zulip ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
+
+USER zulip
+
+RUN ln -nsf /srv/zulip ~/zulip
+
+RUN echo 'export LC_ALL="en_US.UTF-8" LANG="en_US.UTF-8" LANGUAGE="en_US.UTF-8"' >> ~zulip/.bashrc
+
+WORKDIR /srv/zulip

Dockerfile-postgresql

@@ -1,15 +1,42 @@
 # To build run `docker build -f Dockerfile-postgresql .` from the root of the
 # zulip repo.
 
-# Currently the PostgreSQL images do not support automatic upgrading of
+# Install build tools and build tsearch_extras for the current postgres
+# version. Currently the postgres images do not support automatic upgrading of
 # the on-disk data in volumes. So the base image can not currently be upgraded
 # without users needing a manual pgdump and restore.
+FROM postgres:10
+RUN apt-get update \
+    && DEBIAN_FRONTEND=noninteractive apt-get install -y \
+        postgresql-server-dev-$PG_MAJOR \
+        postgresql-server-dev-all \
+        git \
+        build-essential \
+        fakeroot \
+        devscripts
+RUN git clone https://github.com/zulip/tsearch_extras.git \
+    && cd tsearch_extras \
+    && echo $PG_MAJOR > debian/pgversions \
+    && pg_buildext updatecontrol \
+    && debuild -b -uc -us
 
-# Install hunspell, Zulip stop words, and run Zulip database
+# Install tsearch_extras, 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
-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
+FROM postgres:10
+ENV TSEARCH_EXTRAS_VERSION=0.4
+ENV TSEARCH_EXTRAS_DEB=postgresql-${PG_MAJOR}-tsearch-extras_${TSEARCH_EXTRAS_VERSION}_amd64.deb
+COPY --from=0 /${TSEARCH_EXTRAS_DEB} /tmp
+COPY puppet/zulip/files/postgresql/zulip_english.stop /usr/share/postgresql/$PG_MAJOR/tsearch_data/zulip_english.stop
+COPY scripts/setup/postgres-create-db /docker-entrypoint-initdb.d/postgres-create-db.sh
+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-${PG_MAJOR}-pgroonga \
+    && DEBIAN_FRONTEND=noninteractive dpkg -i /tmp/${TSEARCH_EXTRAS_DEB} \
+    && rm /tmp/${TSEARCH_EXTRAS_DEB} \
+    && ln -sf /var/cache/postgresql/dicts/en_us.dict "/usr/share/postgresql/$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/*

LICENSE

@@ -1,3 +1,4 @@
+Copyright 2011-2018 Dropbox, Inc., Kandra Labs, Inc., and contributors
 
                                  Apache License
                            Version 2.0, January 2004

NOTICE

@@ -1,5 +1,3 @@
-Copyright 2012–2015 Dropbox, Inc., 2015–2021 Kandra Labs, Inc., and contributors
-
 Licensed under the Apache License, Version 2.0 (the "License");
 you may not use this project except in compliance with the License.
 You may obtain a copy of the License at

README.md

@@ -5,19 +5,16 @@ immediacy of real-time chat with the productivity benefits of threaded
 conversations. Zulip is used by open source projects, Fortune 500 companies,
 large standards bodies, and others who need a real-time chat system that
 allows users to easily process hundreds or thousands of messages a day. With
-over 700 contributors merging over 500 commits a month, Zulip is also the
+over 300 contributors merging over 500 commits a month, Zulip is also the
 largest and fastest growing open source group chat project.
 
-[![GitHub Actions build status](https://github.com/zulip/zulip/actions/workflows/zulip-ci.yml/badge.svg)](https://github.com/zulip/zulip/actions/workflows/zulip-ci.yml?query=branch%3Amain)
-[![coverage status](https://img.shields.io/codecov/c/github/zulip/zulip/main.svg)](https://codecov.io/gh/zulip/zulip)
+[![CircleCI Build Status](https://circleci.com/gh/zulip/zulip.svg?style=svg)](https://circleci.com/gh/zulip/zulip)
+[![Travis Build Status](https://travis-ci.org/zulip/zulip.svg?branch=master)](https://travis-ci.org/zulip/zulip)
+[![Coverage Status](https://img.shields.io/codecov/c/github/zulip/zulip.svg)](https://codecov.io/gh/zulip/zulip)
 [![Mypy coverage](https://img.shields.io/badge/mypy-100%25-green.svg)][mypy-coverage]
-[![code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
-[![code style: prettier](https://img.shields.io/badge/code_style-prettier-ff69b4.svg)](https://github.com/prettier/prettier)
-[![GitHub release](https://img.shields.io/github/release/zulip/zulip.svg)](https://github.com/zulip/zulip/releases/latest)
 [![docs](https://readthedocs.org/projects/zulip/badge/?version=latest)](https://zulip.readthedocs.io/en/latest/)
 [![Zulip chat](https://img.shields.io/badge/zulip-join_chat-brightgreen.svg)](https://chat.zulip.org)
 [![Twitter](https://img.shields.io/badge/twitter-@zulip-blue.svg?style=flat)](https://twitter.com/zulip)
-[![GitHub Sponsors](https://img.shields.io/github/sponsors/zulip)](https://github.com/sponsors/zulip)
 
 [mypy-coverage]: https://blog.zulip.org/2016/10/13/static-types-in-python-oh-mypy/
 
@@ -30,14 +27,14 @@ and tell us what's up!
 
 You might be interested in:
 
-- **Contributing code**. Check out our
+* **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
   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),
+* **Contributing non-code**.
+  [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)
@@ -45,36 +42,42 @@ You might be interested in:
   [give us feedback](https://zulip.readthedocs.io/en/latest/overview/contributing.html#user-feedback). We
   would love to hear from you, even if you're just trying the product out.
 
-- **Supporting Zulip**. Advocate for your organization to use Zulip, become a [sponsor](https://github.com/sponsors/zulip), write a
+* **Supporting Zulip**. Advocate for your organization to use Zulip, write a
   review in the mobile app stores, or
   [upvote Zulip](https://zulip.readthedocs.io/en/latest/overview/contributing.html#zulip-outreach) on
   product comparison sites.
 
-- **Checking Zulip out**. The best way to see Zulip in action is to drop by
+* **Checking Zulip out**. The best way to see Zulip in action is to drop by
   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 [DigitalOcean 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.
+* **Running a Zulip server**. Setting up a server takes just a couple
+  of minutes. Zulip runs on Ubuntu 18.04 Bionic, Ubuntu 16.04 Xenial,
+  Ubuntu 14.04 Trusty, and Debian 9 Stretch. The installation process is
+  [documented here](https://zulip.readthedocs.io/en/stable/prod.html).
+  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
-following us on [Twitter](https://twitter.com/zulip).
+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/main/LICENSE) license.
+[Apache 2.0](https://github.com/zulip/zulip/blob/master/LICENSE) license.
 
 [beginner-friendly]: https://github.com/zulip/zulip/issues?q=is%3Aopen+is%3Aissue+label%3A%22good+first+issue%22

SECURITY.md

@@ -1,32 +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][security-model] 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][upgrades] reliable, so that there's no
-reason to run older major releases.
-
-See also our documentation on the [Zulip release lifecycle][release-lifecycle]
-
-[security-model]: https://zulip.readthedocs.io/en/latest/production/security-model.html
-[upgrades]: https://zulip.readthedocs.io/en/latest/production/upgrade-or-modify.html#upgrading-to-a-release
-[release-cycle]: https://zulip.readthedocs.io/en/latest/overview/release-lifecycle.html

Vagrantfile

@@ -2,9 +2,14 @@
 
 VAGRANTFILE_API_VERSION = "2"
 
-if Vagrant::VERSION == "1.8.7"
-  path = `command -v curl`
-  if path.include?("/opt/vagrant/embedded/bin/curl")
+def command?(name)
+  `which #{name} > /dev/null 2>&1`
+  $?.success?
+end
+
+if Vagrant::VERSION == "1.8.7" then
+    path = `which curl`
+    if path.include?('/opt/vagrant/embedded/bin/curl') then
         puts "In Vagrant 1.8.7, curl is broken. Please use Vagrant 2.0.2 "\
              "or run 'sudo rm -f /opt/vagrant/embedded/bin/curl' to fix the "\
              "issue before provisioning. See "\
@@ -14,6 +19,43 @@ if Vagrant::VERSION == "1.8.7"
     end
 end
 
+# Workaround: the lxc-config in vagrant-lxc is incompatible with changes in
+# LXC 2.1.0, found in Ubuntu 17.10 artful.  LXC 2.1.1 (in 18.04 LTS bionic)
+# ignores the old config key, so this will only be needed for artful.
+#
+# vagrant-lxc upstream has an attempted fix:
+#   https://github.com/fgrehm/vagrant-lxc/issues/445
+# but it didn't work in our testing.  This is a temporary issue, so we just
+# hack in a fix: we patch the skeleton `lxc-config` file right in the
+# distribution of the vagrant-lxc "box" we use.  If the user doesn't yet
+# have the box (e.g. on first setup), Vagrant would download it but too
+# late for us to patch it like this; so we prompt them to explicitly add it
+# first and then rerun.
+if ['up', 'provision'].include? ARGV[0]
+  if command? "lxc-ls"
+    LXC_VERSION = `lxc-ls --version`.strip unless defined? LXC_VERSION
+    if LXC_VERSION == "2.1.0"
+      lxc_config_file = ENV['HOME'] + "/.vagrant.d/boxes/fgrehm-VAGRANTSLASH-trusty64-lxc/1.2.0/lxc/lxc-config"
+      if File.file?(lxc_config_file)
+        lines = File.readlines(lxc_config_file)
+        deprecated_line = "lxc.pivotdir = lxc_putold\n"
+        if lines[1] == deprecated_line
+          lines[1] = "# #{deprecated_line}"
+          File.open(lxc_config_file, 'w') do |f|
+            f.puts(lines)
+          end
+        end
+      else
+        puts 'You are running LXC 2.1.0, and fgrehm/trusty64-lxc box is incompatible '\
+            "with it by default. First add the box by doing:\n"\
+            "  vagrant box add  https://vagrantcloud.com/fgrehm/trusty64-lxc\n"\
+            'Once this command succeeds, do "vagrant up" again.'
+        exit
+      end
+    end
+  end
+end
+
 # Workaround: Vagrant removed the atlas.hashicorp.com to
 # vagrantcloud.com redirect in February 2018. The value of
 # DEFAULT_SERVER_URL in Vagrant versions less than 1.9.3 is
@@ -21,59 +63,40 @@ end
 # updating of boxes (since the old URL doesn't work).  See
 # https://github.com/hashicorp/vagrant/issues/9442
 if Vagrant::DEFAULT_SERVER_URL == "atlas.hashicorp.com"
-  Vagrant::DEFAULT_SERVER_URL.replace("https://vagrantcloud.com")
-end
-
-# Monkey patch https://github.com/hashicorp/vagrant/pull/10879 so we
-# can fall back to another provider if docker is not installed.
-begin
-  require Vagrant.source_root.join("plugins", "providers", "docker", "provider")
-rescue LoadError
-else
-  VagrantPlugins::DockerProvider::Provider.class_eval do
-    method(:usable?).owner == singleton_class or def self.usable?(raise_error = false)
-      VagrantPlugins::DockerProvider::Driver.new.execute("docker", "version")
-      true
-    rescue Vagrant::Errors::CommandUnavailable, VagrantPlugins::DockerProvider::Errors::ExecuteError
-      raise if raise_error
-      return false
-    end
-  end
+  Vagrant::DEFAULT_SERVER_URL.replace('https://vagrantcloud.com')
 end
 
 Vagrant.configure(VAGRANTFILE_API_VERSION) do |config|
 
+  # For LXC. VirtualBox hosts use a different box, described below.
+  config.vm.box = "fgrehm/trusty64-lxc"
+
   # The Zulip development environment runs on 9991 on the guest.
   host_port = 9991
   http_proxy = https_proxy = no_proxy = nil
   host_ip_addr = "127.0.0.1"
 
-  # System settings for the virtual machine.
-  vm_num_cpus = "2"
-  vm_memory = "2048"
-
-  ubuntu_mirror = ""
-  vboxadd_version = nil
-
   config.vm.synced_folder ".", "/vagrant", disabled: true
+  if (/darwin/ =~ RUBY_PLATFORM) != nil
+    config.vm.synced_folder ".", "/srv/zulip", type: "nfs",
+        linux__nfs_options: ['rw']
+    config.vm.network "private_network", type: "dhcp"
+  else
     config.vm.synced_folder ".", "/srv/zulip"
+  end
 
-  vagrant_config_file = ENV["HOME"] + "/.zulip-vagrant-config"
+  vagrant_config_file = ENV['HOME'] + "/.zulip-vagrant-config"
   if File.file?(vagrant_config_file)
     IO.foreach(vagrant_config_file) do |line|
       line.chomp!
       key, value = line.split(nil, 2)
       case key
-      when /^([#;]|$)/ # ignore comments
+      when /^([#;]|$)/; # ignore comments
       when "HTTP_PROXY"; http_proxy = value
       when "HTTPS_PROXY"; https_proxy = value
       when "NO_PROXY"; no_proxy = value
       when "HOST_PORT"; host_port = value.to_i
       when "HOST_IP_ADDR"; host_ip_addr = value
-      when "GUEST_CPUS"; vm_num_cpus = value
-      when "GUEST_MEMORY_MB"; vm_memory = value
-      when "UBUNTU_MIRROR"; ubuntu_mirror = value
-      when "VBOXADD_VERSION"; vboxadd_version = value
       end
     end
   end
@@ -91,54 +114,43 @@ Vagrant.configure(VAGRANTFILE_API_VERSION) do |config|
   elsif !http_proxy.nil? or !https_proxy.nil?
     # This prints twice due to https://github.com/hashicorp/vagrant/issues/7504
     # We haven't figured out a workaround.
-    puts "You have specified value for proxy in ~/.zulip-vagrant-config file but did not " \
-         "install the vagrant-proxyconf plugin. To install it, run `vagrant plugin install " \
-         "vagrant-proxyconf` in a terminal.  This error will appear twice."
+    puts 'You have specified value for proxy in ~/.zulip-vagrant-config file but did not ' \
+         'install the vagrant-proxyconf plugin. To install it, run `vagrant plugin install ' \
+         'vagrant-proxyconf` in a terminal.  This error will appear twice.'
     exit
   end
 
   config.vm.network "forwarded_port", guest: 9991, host: host_port, host_ip: host_ip_addr
   config.vm.network "forwarded_port", guest: 9994, host: host_port + 3, host_ip: host_ip_addr
-  # Specify Docker provider before VirtualBox provider so it's preferred.
-  config.vm.provider "docker" do |d, override|
-    d.build_dir = File.join(__dir__, "tools", "setup", "dev-vagrant-docker")
-    d.build_args = ["--build-arg", "VAGRANT_UID=#{Process.uid}"]
-    if !ubuntu_mirror.empty?
-      d.build_args += ["--build-arg", "UBUNTU_MIRROR=#{ubuntu_mirror}"]
+  # Specify LXC provider before VirtualBox provider so it's preferred.
+  config.vm.provider "lxc" do |lxc|
+    if command? "lxc-ls"
+      LXC_VERSION = `lxc-ls --version`.strip unless defined? LXC_VERSION
+      if LXC_VERSION >= "1.1.0" and LXC_VERSION < "3.0.0"
+        # Allow start without AppArmor, otherwise Box will not Start on Ubuntu 14.10
+        # see https://github.com/fgrehm/vagrant-lxc/issues/333
+        lxc.customize 'aa_allow_incomplete', 1
+      end
+      if LXC_VERSION >= "3.0.0"
+        lxc.customize 'apparmor.allow_incomplete', 1
+      end
+      if LXC_VERSION >= "2.0.0"
+        lxc.backingstore = 'dir'
+      end
     end
-    d.has_ssh = true
-    d.create_args = ["--ulimit", "nofile=1024:65536"]
   end
 
   config.vm.provider "virtualbox" do |vb, override|
-    override.vm.box = "hashicorp/bionic64"
+    override.vm.box = "ubuntu/trusty64"
     # It's possible we can get away with just 1.5GB; more testing needed
-    vb.memory = vm_memory
-    vb.cpus = vm_num_cpus
-
-    if !vboxadd_version.nil?
-      override.vbguest.installer = Class.new(VagrantVbguest::Installers::Ubuntu) do
-        define_method(:host_version) do |reload = false|
-          VagrantVbguest::Version(vboxadd_version)
-        end
-      end
-      override.vbguest.allow_downgrade = true
-      override.vbguest.iso_path = "https://download.virtualbox.org/virtualbox/#{vboxadd_version}/VBoxGuestAdditions_#{vboxadd_version}.iso"
-    end
+    vb.memory = 2048
+    vb.cpus = 2
   end
 
-  config.vm.provider "hyperv" do |h, override|
-    override.vm.box = "bento/ubuntu-18.04"
-    h.memory = vm_memory
-    h.maxmemory = vm_memory
-    h.cpus = vm_num_cpus
-  end
-
-  config.vm.provider "parallels" do |prl, override|
-    override.vm.box = "bento/ubuntu-18.04"
-    override.vm.box_version = "202005.21.0"
-    prl.memory = vm_memory
-    prl.cpus = vm_num_cpus
+  config.vm.provider "vmware_fusion" do |vb, override|
+    override.vm.box = "puphpet/ubuntu1404-x64"
+    vb.vmx["memsize"] = "2048"
+    vb.vmx["numvcpus"] = "2"
   end
 
 $provision_script = <<SCRIPT
@@ -150,19 +162,29 @@ set -o pipefail
 # something that we don't want to happen when running provision in a
 # development environment not using Vagrant.
 
-# Set the Ubuntu mirror
-[ ! '#{ubuntu_mirror}' ] || sudo sed -i 's|http://\\(\\w*\\.\\)*archive\\.ubuntu\\.com/ubuntu/\\? |#{ubuntu_mirror} |' /etc/apt/sources.list
-
 # Set the MOTD on the system to have Zulip instructions
-sudo ln -nsf /srv/zulip/tools/setup/dev-motd /etc/update-motd.d/99-zulip-dev
-sudo rm -f /etc/update-motd.d/10-help-text
-sudo dpkg --purge landscape-client landscape-common ubuntu-release-upgrader-core update-manager-core update-notifier-common ubuntu-server
-sudo dpkg-divert --add --rename /etc/default/motd-news
-sudo sh -c 'echo ENABLED=0 > /etc/default/motd-news'
+sudo rm -f /etc/update-motd.d/*
+sudo bash -c 'cat << EndOfMessage > /etc/motd
+Welcome to the Zulip development environment!  Popular commands:
+* tools/provision - Update the development environment
+* tools/run-dev.py - Run the development server
+* tools/lint - Run the linter (quick and catches many problems)
+* tools/test-* - Run tests (use --help to learn about options)
+
+Read https://zulip.readthedocs.io/en/latest/testing/testing.html to learn
+how to run individual test suites so that you can get a fast debug cycle.
+
+EndOfMessage'
+
+# If the host is running SELinux remount the /sys/fs/selinux directory as read only,
+# needed for apt-get to work.
+if [ -d "/sys/fs/selinux" ]; then
+    sudo mount -o remount,ro /sys/fs/selinux
+fi
 
 # Set default locale, this prevents errors if the user has another locale set.
-if ! grep -q 'LC_ALL=C.UTF-8' /etc/default/locale; then
-    echo "LC_ALL=C.UTF-8" | sudo tee -a /etc/default/locale
+if ! grep -q 'LC_ALL=en_US.UTF-8' /etc/default/locale; then
+    echo "LC_ALL=en_US.UTF-8" | sudo tee -a /etc/default/locale
 fi
 
 # Set an environment variable, so that we won't print the virtualenv

analytics/lib/counts.py

@@ -1,38 +1,26 @@
-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 Any, Callable, Dict, List, \
+    Optional, Tuple, Type, Union
 
 from django.conf import settings
-from django.db import connection
+from django.db import connection, models
 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,
-)
+from analytics.models import Anomaly, 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, \
+    Stream, UserActivityInterval, UserProfile, models
 
 ## Logging setup ##
 
-logger = logging.getLogger("zulip.management")
+logger = logging.getLogger('zulip.management')
 log_to_file(logger, settings.ANALYTICS_LOG_PATH)
 
 # You can't subtract timedelta.max from a datetime, so use this instead
@@ -40,159 +28,113 @@ TIMEDELTA_MAX = timedelta(days=365 * 1000)
 
 ## Class definitions ##
 
-
 class CountStat:
-    HOUR = "hour"
-    DAY = "day"
+    HOUR = 'hour'
+    DAY = 'day'
     FREQUENCIES = frozenset([HOUR, DAY])
 
-    @property
-    def time_increment(self) -> timedelta:
-        if self.frequency == CountStat.HOUR:
-            return timedelta(hours=1)
-        return timedelta(days=1)
-
-    def __init__(
-        self,
-        property: str,
-        data_collector: "DataCollector",
-        frequency: str,
-        interval: Optional[timedelta] = None,
-    ) -> None:
+    def __init__(self, property: str, data_collector: 'DataCollector', frequency: str,
+                 interval: Optional[timedelta]=None) -> None:
         self.property = property
         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
-        else:
-            self.interval = self.time_increment
+        elif frequency == CountStat.HOUR:
+            self.interval = timedelta(hours=1)
+        else:  # frequency == CountStat.DAY
+            self.interval = timedelta(days=1)
 
     def __str__(self) -> str:
-        return f"<CountStat: {self.property}>"
-
-    def last_successful_fill(self) -> Optional[datetime]:
-        fillstate = FillState.objects.filter(property=self.property).first()
-        if fillstate is None:
-            return None
-        if fillstate.state == FillState.DONE:
-            return fillstate.end_time
-        return fillstate.end_time - self.time_increment
-
+        return "<CountStat: %s>" % (self.property,)
 
 class LoggingCountStat(CountStat):
     def __init__(self, property: str, output_table: Type[BaseCount], frequency: str) -> None:
         CountStat.__init__(self, property, DataCollector(output_table, None), frequency)
 
-
 class DependentCountStat(CountStat):
-    def __init__(
-        self,
-        property: str,
-        data_collector: "DataCollector",
-        frequency: str,
-        interval: Optional[timedelta] = None,
-        dependencies: Sequence[str] = [],
-    ) -> None:
+    def __init__(self, property: str, data_collector: 'DataCollector', frequency: str,
+                 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:
+    def __init__(self, output_table: Type[BaseCount],
+                 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) -> None:
+    if stat.frequency == CountStat.HOUR:
+        time_increment = timedelta(hours=1)
+    elif stat.frequency == CountStat.DAY:
+        time_increment = timedelta(days=1)
+    else:
+        raise AssertionError("Unknown frequency: %s" % (stat.frequency,))
 
-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.
     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:
         currently_filled = installation_epoch()
-        fill_state = FillState.objects.create(
-            property=stat.property, end_time=currently_filled, state=FillState.DONE
-        )
-        logger.info("INITIALIZED %s %s", stat.property, currently_filled)
+        fill_state = FillState.objects.create(property=stat.property,
+                                              end_time=currently_filled,
+                                              state=FillState.DONE)
+        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 - stat.time_increment
+        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 = COUNT_STATS[dependency].last_successful_fill()
+            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 + stat.time_increment
+    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 + stat.time_increment
-        logger.info("DONE %s (%dms)", stat.property, (end - start) * 1000)
-
+        currently_filled = currently_filled + time_increment
+        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
     fill_state.state = state
     fill_state.save()
 
-
 # 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)
-
+        assert(stat.data_collector.pull_function is not None)
+        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):
@@ -205,115 +147,66 @@ 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,
-        )
+        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(
-            """
+    # 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
+            sum(value), '%(property)s', analytics_realmcount.subgroup, %%(end_time)s
         FROM analytics_realmcount
         WHERE
-                property = %(property)s AND
-                end_time = %(end_time)s
+            property = '%(property)s' AND
+            end_time = %%(end_time)s
         GROUP BY analytics_realmcount.subgroup
-        """
-        )
+    """ % {'property': stat.property}
     start = time.time()
-        cursor.execute(
-            installationcount_query,
-            {
-                "property": stat.property,
-                "end_time": end_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,
-        )
-
+    logger.info("%s InstallationCount aggregation (%dms/%sr)" % (
+        stat.property, (end - start) * 1000, cursor.rowcount))
     cursor.close()
 
-
 ## Utility functions called from outside counts.py ##
 
 # called from zerver/lib/actions.py; should not throw any errors
-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
-
+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:
     table = stat.data_collector.output_table
     if table == RealmCount:
-        id_args = {"realm": zerver_object}
+        id_args = {'realm': zerver_object}
     elif table == UserCount:
-        id_args = {"realm": zerver_object.realm, "user": zerver_object}
+        id_args = {'realm': zerver_object.realm, 'user': zerver_object}
     else:  # StreamCount
-        id_args = {"realm": zerver_object.realm, "stream": zerver_object}
+        id_args = {'realm': zerver_object.realm, 'stream': zerver_object}
 
     if stat.frequency == CountStat.DAY:
         end_time = ceiling_to_day(event_time)
@@ -321,16 +214,11 @@ def do_increment_logging_stat(
         end_time = ceiling_to_hour(event_time)
 
     row, created = table.objects.get_or_create(
-        property=stat.property,
-        subgroup=subgroup,
-        end_time=end_time,
-        defaults={"value": increment},
-        **id_args,
-    )
+        property=stat.property, subgroup=subgroup, end_time=end_time,
+        defaults={'value': increment}, **id_args)
     if not created:
-        row.value = F("value") + increment
-        row.save(update_fields=["value"])
-
+        row.value = F('value') + increment
+        row.save(update_fields=['value'])
 
 def do_drop_all_analytics_tables() -> None:
     UserCount.objects.all().delete()
@@ -338,7 +226,7 @@ def do_drop_all_analytics_tables() -> None:
     RealmCount.objects.all().delete()
     InstallationCount.objects.all().delete()
     FillState.objects.all().delete()
-
+    Anomaly.objects.all().delete()
 
 def do_drop_single_stat(property: str) -> None:
     UserCount.objects.filter(property=property).delete()
@@ -347,142 +235,77 @@ def do_drop_single_stat(property: str) -> None:
     InstallationCount.objects.filter(property=property).delete()
     FillState.objects.filter(property=property).delete()
 
-
 ## 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) -> int:
+    user_activity_intervals = UserActivityInterval.objects.filter(
+        end__gt=start_time, start__lt=end_time
+    ).select_related(
+        'user_profile'
+    ).values_list(
+        'user_profile_id', 'user_profile__realm_id', 'start', 'end')
 
-def do_pull_minutes_active(
-    property: str, start_time: datetime, end_time: datetime, realm: Optional[Realm] = None
-) -> int:
-    user_activity_intervals = (
-        UserActivityInterval.objects.filter(
-            end__gt=start_time,
-            start__lt=end_time,
-        )
-        .select_related(
-            "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()
 
-    rows = [
-        UserCount(
-            user_id=ids[0],
-            realm_id=ids[1],
-            property=property,
-            end_time=end_time,
-            value=int(seconds // 60),
-        )
-        for ids, seconds in seconds_active.items()
-        if seconds >= 60
-    ]
+    rows = [UserCount(user_id=ids[0], realm_id=ids[1], property=property,
+                      end_time=end_time, value=int(seconds // 60))
+            for ids, seconds in seconds_active.items() if seconds >= 60]
     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}
+        zerver_userprofile.date_joined < %%(time_end)s AND
+        zerver_message.pub_date >= %%(time_start)s AND
+        zerver_message.pub_date < %%(time_end)s
+    GROUP BY zerver_userprofile.id %(group_by_clause)s
 """
-    ).format(**kwargs, realm_clause=realm_clause)
-
 
 # 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(*),
@@ -500,9 +323,8 @@ 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.pub_date >= %%(time_start)s AND
+            zerver_message.pub_date < %%(time_end)s
         JOIN zerver_recipient
         ON
             zerver_message.recipient_id = zerver_recipient.id
@@ -515,24 +337,16 @@ def count_message_type_by_user_query(realm: Optional[Realm]) -> QueryFn:
     ) 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
@@ -544,67 +358,48 @@ 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}
+        zerver_message.pub_date >= %%(time_start)s AND
+        zerver_message.pub_date < %%(time_end)s
+    GROUP BY zerver_stream.id %(group_by_clause)s
 """
-    ).format(**kwargs, realm_clause=realm_clause)
-
 
 # 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}
+    GROUP BY zerver_realm.id %(group_by_clause)s
 """
-    ).format(**kwargs, realm_clause=realm_clause)
-
 
 # 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].
+# event_type in ['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_type in ('user_created', 'user_deactivated', 'user_activated', 'user_reactivated') AND
+            event_time < %%(time_end)s
         GROUP BY modified_user_id
     ) ral2
     ON
@@ -614,212 +409,131 @@ def check_realmauditlog_by_user_query(realm: Optional[Realm]) -> QueryFn:
     ON
         ral1.modified_user_id = zerver_userprofile.id
     WHERE
-        ral1.event_type in ({user_created}, {user_activated}, {user_reactivated})
+        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,
-    )
 
-
-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}
+        zerver_useractivityinterval.end >= %%(time_start)s AND
+        zerver_useractivityinterval.start < %%(time_end)s
+    GROUP BY zerver_userprofile.id %(group_by_clause)s
 """
-    ).format(**kwargs, realm_clause=realm_clause)
 
-
-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}
+        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
 """
-).format(**kwargs)
 
-
-def get_count_stats(realm: Optional[Realm] = None) -> Dict[str, CountStat]:
 ## CountStat declarations ##
 
 count_stats_ = [
-        # Messages sent 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,
-        ),
-        # Number of users stats
+
+    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.
+
     # '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,
-        ),
-        # 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).
+    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),
+    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,
-        ),
-        # 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),
-        # User activity stats
+    CountStat('active_users:is_bot:day',
+              sql_data_collector(RealmCount, count_user_by_realm_query, (UserProfile, 'is_bot')),
+              CountStat.DAY, interval=TIMEDELTA_MAX),
+
+    # User Activity stats
     # Stats that measure user activity in the UserActivityInterval sense.
-        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(
-            "7day_actives::day",
-            sql_data_collector(UserCount, check_useractivityinterval_by_user_query(realm), None),
-            CountStat.DAY,
-            interval=timedelta(days=7) - 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
-        ),
+
+    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),
+
     # Rate limiting stats
+
     # Used to limit the number of invitation emails sent by a realm
-        LoggingCountStat("invites_sent::day", RealmCount, CountStat.DAY),
+    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),
+    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"],
-        ),
+                       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_])

analytics/lib/fixtures.py

@@ -4,19 +4,11 @@ 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,
-    holiday_rate: float = 0,
-    frequency: str = CountStat.DAY,
-    partial_sum: bool = False,
-    random_seed: int = 26,
-) -> List[int]:
+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,
+                              holiday_rate: float=0, frequency: str=CountStat.DAY,
+                              partial_sum: bool=False, random_seed: int=26) -> List[int]:
     """
     Generate semi-realistic looking time series data for testing analytics graphs.
 
@@ -47,32 +39,24 @@ def generate_time_series_data(
             holidays.extend([random() < holiday_rate] * 24)
     elif frequency == CountStat.DAY:
         length = days
-        seasonality = [8 * business_hours_base + 16 * non_business_hours_base] * 5 + [
-            24 * non_business_hours_base
-        ] * 2
+        seasonality = [8*business_hours_base + 16*non_business_hours_base] * 5 + \
+                      [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(
-            f"Must be generating at least 2 data points. Currently generating {length}"
-        )
-    growth_base = growth ** (1.0 / (length - 1))
-    values_no_noise = [
-        seasonality[i % len(seasonality)] * (growth_base ** i) for i in range(length)
-    ]
+        raise AssertionError("Must be generating at least 2 data points. "
+                             "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)]
 
     seed(random_seed)
     noise_scalars = [gauss(0, 1)]
     for i in range(1, length):
-        noise_scalars.append(
-            noise_scalars[-1] * autocorrelation + gauss(0, 1) * (1 - autocorrelation)
-        )
+        noise_scalars.append(noise_scalars[-1]*autocorrelation + gauss(0, 1)*(1-autocorrelation))
 
-    values = [
-        0 if holiday else int(v + sqrt(v) * noise_scalar * spikiness)
-        for v, noise_scalar, holiday in zip(values_no_noise, noise_scalars, holidays)
-    ]
+    values = [0 if holiday else int(v + sqrt(v)*noise_scalar*spikiness)
+              for v, noise_scalar, holiday in zip(values_no_noise, noise_scalars, holidays)]
     if partial_sum:
         for i in range(1, length):
             values[i] = values[i-1] + values[i]

analytics/lib/time_utils.py

@@ -4,14 +4,12 @@ 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],
 # and time_range(Sep 20, Sep 22, day, 5) returns [Sep 18, Sep 19, Sep 20, Sep 21, Sep 22]
-def time_range(
-    start: datetime, end: datetime, frequency: str, min_length: Optional[int]
-) -> List[datetime]:
+def time_range(start: datetime, end: datetime, frequency: str,
+               min_length: Optional[int]) -> List[datetime]:
     verify_UTC(start)
     verify_UTC(end)
     if frequency == CountStat.HOUR:
@@ -21,7 +19,7 @@ def time_range(
         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:

analytics/management/commands/analyze_mit.py

@@ -0,0 +1,81 @@
+import datetime
+import logging
+import time
+from typing import Any, Dict
+
+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)
+
+    one_week_ago = timestamp_to_datetime(time.time()) - datetime.timedelta(weeks=1)
+    mit_query = Message.objects.filter(sender__realm__string_id="zephyr",
+                                       recipient__type=Recipient.STREAM,
+                                       pub_date__gt=one_week_ago)
+    for bot_sender_start in ["imap.", "rcmd.", "sys."]:
+        mit_query = mit_query.exclude(sender__email__startswith=(bot_sender_start))
+    # Filtering for "/" covers tabbott/extra@ and all the daemon/foo bots.
+    mit_query = mit_query.exclude(sender__email__contains=("/"))
+    mit_query = mit_query.exclude(sender__email__contains=("aim.com"))
+    mit_query = mit_query.exclude(
+        sender__email__in=["rss@mit.edu", "bash@mit.edu", "apache@mit.edu",
+                           "bitcoin@mit.edu", "lp@mit.edu", "clocks@mit.edu",
+                           "root@mit.edu", "nagios@mit.edu",
+                           "www-data|local-realm@mit.edu"])
+    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 = {}  # 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():
+            total_counts.setdefault(client_name, 0)
+            total_counts[client_name] += count
+            total_user_counts[email] += count
+
+    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(),
+                                     key=lambda x: -total_user_counts[x])):
+        percent_zulip = round(100 - (user_counts[email].get("zephyr_mirror", 0)) * 100. /
+                              total_user_counts[email], 1)
+        for size in top_percents.keys():
+            top_percents.setdefault(size, 0)
+            if i < size:
+                top_percents[size] += (percent_zulip * 1.0 / size)
+
+        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)))
+
+    grand_total = sum(total_counts.values())
+    print(grand_total)
+    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)))
+
+class Command(BaseCommand):
+    help = "Compute statistics on MIT Zephyr usage."
+
+    def add_arguments(self, parser: CommandParser) -> None:
+        parser.add_argument('--verbose', default=False, action='store_true')
+
+    def handle(self, *args: Any, **options: Any) -> None:
+        level = logging.INFO
+        if options["verbose"]:
+            level = logging.DEBUG
+        compute_stats(level)

analytics/management/commands/analyze_user_activity.py

@@ -0,0 +1,56 @@
+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=utc)
+    day_end = day_start + datetime.timedelta(days=options["duration"])
+
+    user_profile_query = UserProfile.objects.all()
+    if options["realm"]:
+        user_profile_query = user_profile_query.filter(realm__string_id=options["realm"])
+
+    print("Per-user online duration:\n")
+    total_duration = datetime.timedelta(0)
+    for user_profile in user_profile_query:
+        duration = seconds_usage_between(user_profile, day_start, day_end)
+
+        if duration == datetime.timedelta(0):
+            continue
+
+        total_duration += duration
+        print("%-*s%s" % (37, user_profile.email, duration,))
+
+    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.
+
+This command aggregates user activity data that is collected by each user using Zulip. It attempts
+to approximate how much each user has been using Zulip per day, measured by recording each 15 minute
+period where some activity has occurred (mouse move or keyboard activity).
+
+It will correctly not count server-initiated reloads in the activity statistics.
+
+The duration flag can be used to control how many days to show usage duration for
+
+Usage: ./manage.py analyze_user_activity [--realm=zulip] [--date=2013-09-10] [--duration=1]
+
+By default, if no date is selected 2013-09-10 is used. If no realm is provided, information
+is shown for all realms"""
+
+    def add_arguments(self, parser: CommandParser) -> None:
+        parser.add_argument('--realm', action='store')
+        parser.add_argument('--date', action='store', default="2013-09-06")
+        parser.add_argument('--duration', action='store', default=1, type=int,
+                            help="How many days to show usage information for")
+
+    def handle(self, *args: Any, **options: Any) -> None:
+        analyze_activity(options)

analytics/management/commands/check_analytics_state.py

@@ -1,24 +1,28 @@
-import os
-import time
+from argparse import ArgumentParser
 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 InstallationCount, installation_epoch, \
+    last_successful_fill
 from analytics.lib.counts import COUNT_STATS, CountStat
-from analytics.models import installation_epoch
-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 sys
+import time
+from typing import Any, Dict
+
 states = {
     0: "OK",
     1: "WARNING",
     2: "CRITICAL",
-    3: "UNKNOWN",
+    3: "UNKNOWN"
 }
 
-
 class Command(BaseCommand):
     help = """Checks FillState table.
 
@@ -26,30 +30,31 @@ class Command(BaseCommand):
 
     def handle(self, *args: Any, **options: Any) -> None:
         fill_state = self.get_fill_state()
-        status = fill_state["status"]
-        message = fill_state["message"]
+        status = fill_state['status']
+        message = fill_state['message']
 
         state_file_path = "/var/lib/nagios_state/check-analytics-state"
         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]:
         if not Realm.objects.exists():
-            return {"status": 0, "message": "No realms exist, so not checking FillState."}
+            return {'status': 0, 'message': 'No realms exist, so not checking FillState.'}
 
         warning_unfilled_properties = []
         critical_unfilled_properties = []
         for property, stat in COUNT_STATS.items():
-            last_fill = stat.last_successful_fill()
+            last_fill = last_successful_fill(property)
             if last_fill is None:
                 last_fill = installation_epoch()
             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
@@ -61,10 +66,8 @@ 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:
@@ -73,18 +76,9 @@ class Command(BaseCommand):
                 warning_unfilled_properties.append(property)
 
         if len(critical_unfilled_properties) == 0 and len(warning_unfilled_properties) == 0:
-            return {"status": 0, "message": "FillState looks fine."}
+            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))}

analytics/management/commands/clear_analytics_tables.py

@@ -1,21 +1,22 @@
+import sys
 from argparse import ArgumentParser
 from typing import Any
 
-from django.core.management.base import BaseCommand, CommandError
+from django.core.management.base import BaseCommand
 
 from analytics.lib.counts import do_drop_all_analytics_tables
 
-
 class Command(BaseCommand):
     help = """Clear analytics tables."""
 
     def add_arguments(self, parser: ArgumentParser) -> None:
-        parser.add_argument("--force", action="store_true", help="Clear analytics tables.")
+        parser.add_argument('--force',
+                            action='store_true',
+                            help="Clear analytics tables.")
 
     def handle(self, *args: Any, **options: Any) -> None:
-        if options["force"]:
+        if options['force']:
             do_drop_all_analytics_tables()
         else:
-            raise CommandError(
-                "Would delete all data from analytics tables (!); use --force to do so."
-            )
+            print("Would delete all data from analytics tables (!); use --force to do so.")
+            sys.exit(1)

analytics/management/commands/clear_single_stat.py

@@ -1,23 +1,29 @@
+import sys
 from argparse import ArgumentParser
 from typing import Any
 
-from django.core.management.base import BaseCommand, CommandError
+from django.core.management.base import BaseCommand
 
 from analytics.lib.counts import COUNT_STATS, do_drop_single_stat
 
-
 class Command(BaseCommand):
     help = """Clear analytics tables."""
 
     def add_arguments(self, parser: ArgumentParser) -> None:
-        parser.add_argument("--force", action="store_true", help="Actually do it.")
-        parser.add_argument("--property", help="The property of the stat to be cleared.")
+        parser.add_argument('--force',
+                            action='store_true',
+                            help="Actually do it.")
+        parser.add_argument('--property',
+                            type=str,
+                            help="The property of the stat to be cleared.")
 
     def handle(self, *args: Any, **options: Any) -> None:
-        property = options["property"]
+        property = options['property']
         if property not in COUNT_STATS:
-            raise CommandError(f"Invalid property: {property}")
-        if not options["force"]:
-            raise CommandError("No action taken. Use --force.")
+            print("Invalid property: %s" % (property,))
+            sys.exit(1)
+        if not options['force']:
+            print("No action taken. Use --force.")
+            sys.exit(1)
 
         do_drop_single_stat(property)

analytics/management/commands/client_activity.py

@@ -0,0 +1,73 @@
+import datetime
+from argparse import ArgumentParser
+from typing import Any
+
+from django.db.models import Count, QuerySet
+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
+
+Usage examples:
+
+./manage.py client_activity --target server
+./manage.py client_activity --target realm --realm zulip
+./manage.py client_activity --target user --user hamlet@zulip.com --realm zulip"""
+
+    def add_arguments(self, parser: ArgumentParser) -> None:
+        parser.add_argument('--target', dest='target', required=True, type=str,
+                            help="'server' will calculate client activity of the entire server. "
+                                 "'realm' will calculate client activity of realm. "
+                                 "'user' will calculate client activity of the user.")
+        parser.add_argument('--user', dest='user', type=str,
+                            help="The email address of the user you want to calculate activity.")
+        self.add_realm_args(parser)
+
+    def compute_activity(self, user_activity_objects: QuerySet) -> None:
+        # Report data from the past week.
+        #
+        # This is a rough report of client activity because we inconsistently
+        # register activity from various clients; think of it as telling you
+        # approximately how many people from a group have used a particular
+        # client recently. For example, this might be useful to get a sense of
+        # how popular different versions of a desktop client are.
+        #
+        # Importantly, this does NOT tell you anything about the relative
+        # volumes of requests from clients.
+        threshold = timezone_now() - datetime.timedelta(days=7)
+        client_counts = user_activity_objects.filter(
+            last_visit__gt=threshold).values("client__name").annotate(
+            count=Count('client__name'))
+
+        total = 0
+        counts = []
+        for client_type in client_counts:
+            count = client_type["count"]
+            client = client_type["client__name"]
+            total += count
+            counts.append((count, client))
+
+        counts.sort()
+
+        for count in counts:
+            print("%25s %15d" % (count[1], count[0]))
+        print("Total:", total)
+
+    def handle(self, *args: Any, **options: str) -> None:
+        realm = self.get_realm(options)
+        if options["user"] is None:
+            if options["target"] == "server" and realm is None:
+                # Report global activity.
+                self.compute_activity(UserActivity.objects.all())
+            elif options["target"] == "realm" and realm is not None:
+                self.compute_activity(UserActivity.objects.filter(user_profile__realm=realm))
+            else:
+                self.print_help("./manage.py", "client_activity")
+        elif options["target"] == "user":
+            user_profile = self.get_user(options["user"], realm)
+            self.compute_activity(UserActivity.objects.filter(user_profile=user_profile))
+        else:
+            self.print_help("./manage.py", "client_activity")

analytics/management/commands/populate_analytics_db.py

@@ -1,26 +1,20 @@
-from datetime import timedelta
-from typing import Any, Dict, List, Mapping, Optional, Type
-from unittest import mock
+
+from datetime import datetime, timedelta
+from typing import Any, Dict, List, Mapping, Optional, Type, Union
 
 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, do_create_realm
-from zerver.lib.create_user import create_user
+from analytics.models import BaseCount, FillState, RealmCount, UserCount, \
+    StreamCount, InstallationCount
+from zerver.lib.actions import do_change_is_admin
 from zerver.lib.timestamp import floor_to_day
-from zerver.models import Client, Realm, Recipient, Stream, Subscription, UserProfile
-
+from zerver.models import Realm, UserProfile, Stream, Message, Client, \
+    RealmAuditLog, Recipient
 
 class Command(BaseCommand):
     help = """Populates analytics tables with randomly generated data."""
@@ -28,30 +22,30 @@ class Command(BaseCommand):
     DAYS_OF_DATA = 100
     random_seed = 26
 
-    def generate_fixture_data(
-        self,
-        stat: CountStat,
-        business_hours_base: float,
-        non_business_hours_base: float,
-        growth: float,
-        autocorrelation: float,
-        spikiness: float,
-        holiday_rate: float = 0,
-        partial_sum: bool = False,
-    ) -> List[int]:
+    def create_user(self, email: str,
+                    full_name: str,
+                    is_staff: bool,
+                    date_joined: datetime,
+                    realm: Realm) -> UserProfile:
+        user = UserProfile.objects.create(
+            email=email, full_name=full_name, is_staff=is_staff,
+            realm=realm, short_name=full_name, pointer=-1, last_pointer_updater='none',
+            api_key='42', date_joined=date_joined)
+        RealmAuditLog.objects.create(
+            realm=realm, modified_user=user, event_type=RealmAuditLog.USER_CREATED,
+            event_time=user.date_joined)
+        return user
+
+    def generate_fixture_data(self, stat: CountStat, business_hours_base: float,
+                              non_business_hours_base: float, growth: float,
+                              autocorrelation: float, spikiness: float,
+                              holiday_rate: float=0, partial_sum: bool=False) -> List[int]:
         self.random_seed += 1
         return generate_time_series_data(
-            days=self.DAYS_OF_DATA,
-            business_hours_base=business_hours_base,
-            non_business_hours_base=non_business_hours_base,
-            growth=growth,
-            autocorrelation=autocorrelation,
-            spikiness=spikiness,
-            holiday_rate=holiday_rate,
-            frequency=stat.frequency,
-            partial_sum=partial_sum,
-            random_seed=self.random_seed,
-        )
+            days=self.DAYS_OF_DATA, business_hours_base=business_hours_base,
+            non_business_hours_base=non_business_hours_base, growth=growth,
+            autocorrelation=autocorrelation, spikiness=spikiness, holiday_rate=holiday_rate,
+            frequency=stat.frequency, partial_sum=partial_sum, random_seed=self.random_seed)
 
     def handle(self, *args: Any, **options: Any) -> None:
         # TODO: This should arguably only delete the objects
@@ -59,7 +53,7 @@ class Command(BaseCommand):
         do_drop_all_analytics_tables()
 
         # This also deletes any objects with this realm as a foreign key
-        Realm.objects.filter(string_id="analytics").delete()
+        Realm.objects.filter(string_id='analytics').delete()
 
         # Because we just deleted a bunch of objects in the database
         # directly (rather than deleting individual objects in Django,
@@ -68,233 +62,154 @@ class Command(BaseCommand):
         # memcached in order to ensure deleted objects aren't still
         # present in the memcached cache.
         from zerver.apps import flush_cache
-
         flush_cache(None)
 
         installation_time = timezone_now() - timedelta(days=self.DAYS_OF_DATA)
         last_end_time = floor_to_day(timezone_now())
-        realm = do_create_realm(
-            string_id="analytics", name="Analytics", date_created=installation_time
-        )
+        realm = Realm.objects.create(
+            string_id='analytics', name='Analytics', date_created=installation_time)
+        shylock = self.create_user('shylock@analytics.ds', 'Shylock', True, installation_time, realm)
+        do_change_is_admin(shylock, True)
+        stream = Stream.objects.create(
+            name='all', realm=realm, date_created=installation_time)
+        Recipient.objects.create(type_id=stream.id, type=Recipient.STREAM)
 
-        with mock.patch("zerver.lib.create_user.timezone_now", return_value=installation_time):
-            shylock = create_user(
-                "shylock@analytics.ds",
-                "Shylock",
-                realm,
-                full_name="Shylock",
-                role=UserProfile.ROLE_REALM_OWNER,
-            )
-        do_change_user_role(shylock, UserProfile.ROLE_REALM_OWNER, acting_user=None)
-        stream = Stream.objects.create(name="all", realm=realm, date_created=installation_time)
-        recipient = Recipient.objects.create(type_id=stream.id, type=Recipient.STREAM)
-        stream.recipient = recipient
-        stream.save(update_fields=["recipient"])
-
-        # Subscribe shylock to the stream to avoid invariant failures.
-        # TODO: This should use subscribe_users_to_streams from populate_db.
-        subs = [
-            Subscription(
-                recipient=recipient,
-                user_profile=shylock,
-                is_user_active=shylock.is_active,
-                color=STREAM_ASSIGNMENT_COLORS[0],
-            ),
-        ]
-        Subscription.objects.bulk_create(subs)
-
-        def insert_fixture_data(
-            stat: CountStat, fixture_data: Mapping[Optional[str], List[int]], table: Type[BaseCount]
-        ) -> None:
-            end_times = time_range(
-                last_end_time, last_end_time, stat.frequency, len(list(fixture_data.values())[0])
-            )
+        def insert_fixture_data(stat: CountStat,
+                                fixture_data: Mapping[Optional[str], List[int]],
+                                table: Type[BaseCount]) -> None:
+            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}
+                id_args = {'realm': realm}
             if table == UserCount:
-                id_args = {"realm": realm, "user": shylock}
+                id_args = {'realm': realm, 'user': shylock}
             if table == StreamCount:
-                id_args = {"stream": stream, "realm": realm}
+                id_args = {'stream': stream, 'realm': realm}
 
             for subgroup, values in fixture_data.items():
-                table.objects.bulk_create(
-                    table(
-                        property=stat.property,
-                        subgroup=subgroup,
-                        end_time=end_time,
-                        value=value,
-                        **id_args,
-                    )
-                    for end_time, value in zip(end_times, values)
-                    if value != 0
-                )
+                table.objects.bulk_create([
+                    table(property=stat.property, subgroup=subgroup, end_time=end_time,
+                          value=value, **id_args)
+                    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]] = {
-            None: self.generate_fixture_data(stat, 0.08, 0.02, 3, 0.3, 6, partial_sum=True),
-        }
-        insert_fixture_data(stat, realm_data, RealmCount)
-        installation_data: Mapping[Optional[str], List[int]] = {
-            None: self.generate_fixture_data(stat, 0.8, 0.2, 4, 0.3, 6, partial_sum=True),
-        }
-        insert_fixture_data(stat, installation_data, InstallationCount)
-        FillState.objects.create(
-            property=stat.property, end_time=last_end_time, state=FillState.DONE
-        )
-
-        stat = COUNT_STATS["7day_actives::day"]
+        stat = COUNT_STATS['1day_actives::day']
         realm_data = {
-            None: self.generate_fixture_data(stat, 0.2, 0.07, 3, 0.3, 6, partial_sum=True),
+            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 = {
+            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)
+
+        stat = COUNT_STATS['realm_active_humans::day']
+        realm_data = {
+            None: self.generate_fixture_data(stat, .1, .03, 3, .5, 3, partial_sum=True),
         }
         insert_fixture_data(stat, realm_data, RealmCount)
         installation_data = {
-            None: self.generate_fixture_data(stat, 2, 0.7, 4, 0.3, 6, partial_sum=True),
+            None: self.generate_fixture_data(stat, 1, .3, 4, .5, 3, partial_sum=True),
         }
         insert_fixture_data(stat, installation_data, InstallationCount)
-        FillState.objects.create(
-            property=stat.property, end_time=last_end_time, state=FillState.DONE
-        )
+        FillState.objects.create(property=stat.property, end_time=last_end_time,
+                                 state=FillState.DONE)
 
-        stat = COUNT_STATS["realm_active_humans::day"]
+        stat = COUNT_STATS['active_users_audit:is_bot:day']
         realm_data = {
-            None: self.generate_fixture_data(stat, 0.8, 0.08, 3, 0.5, 3, partial_sum=True),
+            'false': self.generate_fixture_data(stat, .1, .03, 3.5, .8, 2, partial_sum=True),
         }
         insert_fixture_data(stat, realm_data, RealmCount)
         installation_data = {
-            None: self.generate_fixture_data(stat, 1, 0.3, 4, 0.5, 3, partial_sum=True),
+            'false': self.generate_fixture_data(stat, 1, .3, 6, .8, 2, partial_sum=True),
         }
         insert_fixture_data(stat, installation_data, InstallationCount)
-        FillState.objects.create(
-            property=stat.property, end_time=last_end_time, state=FillState.DONE
-        )
+        FillState.objects.create(property=stat.property, end_time=last_end_time,
+                                 state=FillState.DONE)
 
-        stat = COUNT_STATS["active_users_audit:is_bot:day"]
-        realm_data = {
-            "false": self.generate_fixture_data(stat, 1, 0.2, 3.5, 0.8, 2, partial_sum=True),
-            "true": self.generate_fixture_data(stat, 0.3, 0.05, 3, 0.3, 2, partial_sum=True),
-        }
-        insert_fixture_data(stat, realm_data, RealmCount)
-        installation_data = {
-            "false": self.generate_fixture_data(stat, 3, 1, 4, 0.8, 2, partial_sum=True),
-            "true": self.generate_fixture_data(stat, 1, 0.4, 4, 0.8, 2, partial_sum=True),
-        }
-        insert_fixture_data(stat, installation_data, InstallationCount)
-        FillState.objects.create(
-            property=stat.property, end_time=last_end_time, 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, 0.6, 8, holiday_rate=0.1),
-        }
+        stat = COUNT_STATS['messages_sent:is_bot:hour']
+        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, 0.6, 4),
-            "true": self.generate_fixture_data(stat, 15, 15, 3, 0.4, 2),
-        }
+        realm_data = {'false': self.generate_fixture_data(stat, 35, 15, 6, .6, 4),
+                      'true': self.generate_fixture_data(stat, 15, 15, 3, .4, 2)}
         insert_fixture_data(stat, realm_data, RealmCount)
-        installation_data = {
-            "false": self.generate_fixture_data(stat, 350, 150, 6, 0.6, 4),
-            "true": self.generate_fixture_data(stat, 150, 150, 3, 0.4, 2),
-        }
+        installation_data = {'false': self.generate_fixture_data(stat, 350, 150, 6, .6, 4),
+                             'true': self.generate_fixture_data(stat, 150, 150, 3, .4, 2)}
         insert_fixture_data(stat, installation_data, InstallationCount)
-        FillState.objects.create(
-            property=stat.property, end_time=last_end_time, state=FillState.DONE
-        )
+        FillState.objects.create(property=stat.property, end_time=last_end_time,
+                                 state=FillState.DONE)
 
-        stat = COUNT_STATS["messages_sent:message_type:day"]
+        stat = COUNT_STATS['messages_sent:message_type:day']
         user_data = {
-            "public_stream": self.generate_fixture_data(stat, 1.5, 1, 3, 0.6, 8),
-            "private_message": self.generate_fixture_data(stat, 0.5, 0.3, 1, 0.6, 8),
-            "huddle_message": self.generate_fixture_data(stat, 0.2, 0.2, 2, 0.6, 8),
-        }
+            'public_stream': self.generate_fixture_data(stat, 1.5, 1, 3, .6, 8),
+            'private_message': self.generate_fixture_data(stat, .5, .3, 1, .6, 8),
+            'huddle_message': self.generate_fixture_data(stat, .2, .2, 2, .6, 8)}
         insert_fixture_data(stat, user_data, UserCount)
         realm_data = {
-            "public_stream": self.generate_fixture_data(stat, 30, 8, 5, 0.6, 4),
-            "private_stream": self.generate_fixture_data(stat, 7, 7, 5, 0.6, 4),
-            "private_message": self.generate_fixture_data(stat, 13, 5, 5, 0.6, 4),
-            "huddle_message": self.generate_fixture_data(stat, 6, 3, 3, 0.6, 4),
-        }
+            'public_stream': self.generate_fixture_data(stat, 30, 8, 5, .6, 4),
+            'private_stream': self.generate_fixture_data(stat, 7, 7, 5, .6, 4),
+            'private_message': self.generate_fixture_data(stat, 13, 5, 5, .6, 4),
+            'huddle_message': self.generate_fixture_data(stat, 6, 3, 3, .6, 4)}
         insert_fixture_data(stat, realm_data, RealmCount)
         installation_data = {
-            "public_stream": self.generate_fixture_data(stat, 300, 80, 5, 0.6, 4),
-            "private_stream": self.generate_fixture_data(stat, 70, 70, 5, 0.6, 4),
-            "private_message": self.generate_fixture_data(stat, 130, 50, 5, 0.6, 4),
-            "huddle_message": self.generate_fixture_data(stat, 60, 30, 3, 0.6, 4),
-        }
+            'public_stream': self.generate_fixture_data(stat, 300, 80, 5, .6, 4),
+            'private_stream': self.generate_fixture_data(stat, 70, 70, 5, .6, 4),
+            'private_message': self.generate_fixture_data(stat, 130, 50, 5, .6, 4),
+            'huddle_message': self.generate_fixture_data(stat, 60, 30, 3, .6, 4)}
         insert_fixture_data(stat, installation_data, InstallationCount)
-        FillState.objects.create(
-            property=stat.property, end_time=last_end_time, state=FillState.DONE
-        )
+        FillState.objects.create(property=stat.property, end_time=last_end_time,
+                                 state=FillState.DONE)
 
-        website, created = Client.objects.get_or_create(name="website")
-        old_desktop, created = Client.objects.get_or_create(name="desktop app Linux 0.3.7")
-        android, created = Client.objects.get_or_create(name="ZulipAndroid")
-        iOS, created = Client.objects.get_or_create(name="ZulipiOS")
-        react_native, created = Client.objects.get_or_create(name="ZulipMobile")
-        API, created = Client.objects.get_or_create(name="API: Python")
-        zephyr_mirror, created = Client.objects.get_or_create(name="zephyr_mirror")
-        unused, created = Client.objects.get_or_create(name="unused")
-        long_webhook, created = Client.objects.get_or_create(name="ZulipLooooooooooongNameWebhook")
+        website, created = Client.objects.get_or_create(name='website')
+        old_desktop, created = Client.objects.get_or_create(name='desktop app Linux 0.3.7')
+        android, created = Client.objects.get_or_create(name='ZulipAndroid')
+        iOS, created = Client.objects.get_or_create(name='ZulipiOS')
+        react_native, created = Client.objects.get_or_create(name='ZulipMobile')
+        API, created = Client.objects.get_or_create(name='API: Python')
+        zephyr_mirror, created = Client.objects.get_or_create(name='zephyr_mirror')
+        unused, created = Client.objects.get_or_create(name='unused')
+        long_webhook, created = Client.objects.get_or_create(name='ZulipLooooooooooongNameWebhook')
 
-        stat = COUNT_STATS["messages_sent:client:day"]
+        stat = COUNT_STATS['messages_sent:client:day']
         user_data = {
-            website.id: self.generate_fixture_data(stat, 2, 1, 1.5, 0.6, 8),
-            zephyr_mirror.id: self.generate_fixture_data(stat, 0, 0.3, 1.5, 0.6, 8),
-        }
+            website.id: self.generate_fixture_data(stat, 2, 1, 1.5, .6, 8),
+            zephyr_mirror.id: self.generate_fixture_data(stat, 0, .3, 1.5, .6, 8)}
         insert_fixture_data(stat, user_data, UserCount)
         realm_data = {
-            website.id: self.generate_fixture_data(stat, 30, 20, 5, 0.6, 3),
-            old_desktop.id: self.generate_fixture_data(stat, 5, 3, 8, 0.6, 3),
-            android.id: self.generate_fixture_data(stat, 5, 5, 2, 0.6, 3),
-            iOS.id: self.generate_fixture_data(stat, 5, 5, 2, 0.6, 3),
-            react_native.id: self.generate_fixture_data(stat, 5, 5, 10, 0.6, 3),
-            API.id: self.generate_fixture_data(stat, 5, 5, 5, 0.6, 3),
-            zephyr_mirror.id: self.generate_fixture_data(stat, 1, 1, 3, 0.6, 3),
+            website.id: self.generate_fixture_data(stat, 30, 20, 5, .6, 3),
+            old_desktop.id: self.generate_fixture_data(stat, 5, 3, 8, .6, 3),
+            android.id: self.generate_fixture_data(stat, 5, 5, 2, .6, 3),
+            iOS.id: self.generate_fixture_data(stat, 5, 5, 2, .6, 3),
+            react_native.id: self.generate_fixture_data(stat, 5, 5, 10, .6, 3),
+            API.id: self.generate_fixture_data(stat, 5, 5, 5, .6, 3),
+            zephyr_mirror.id: self.generate_fixture_data(stat, 1, 1, 3, .6, 3),
             unused.id: self.generate_fixture_data(stat, 0, 0, 0, 0, 0),
-            long_webhook.id: self.generate_fixture_data(stat, 5, 5, 2, 0.6, 3),
-        }
+            long_webhook.id: self.generate_fixture_data(stat, 5, 5, 2, .6, 3)}
         insert_fixture_data(stat, realm_data, RealmCount)
         installation_data = {
-            website.id: self.generate_fixture_data(stat, 300, 200, 5, 0.6, 3),
-            old_desktop.id: self.generate_fixture_data(stat, 50, 30, 8, 0.6, 3),
-            android.id: self.generate_fixture_data(stat, 50, 50, 2, 0.6, 3),
-            iOS.id: self.generate_fixture_data(stat, 50, 50, 2, 0.6, 3),
-            react_native.id: self.generate_fixture_data(stat, 5, 5, 10, 0.6, 3),
-            API.id: self.generate_fixture_data(stat, 50, 50, 5, 0.6, 3),
-            zephyr_mirror.id: self.generate_fixture_data(stat, 10, 10, 3, 0.6, 3),
+            website.id: self.generate_fixture_data(stat, 300, 200, 5, .6, 3),
+            old_desktop.id: self.generate_fixture_data(stat, 50, 30, 8, .6, 3),
+            android.id: self.generate_fixture_data(stat, 50, 50, 2, .6, 3),
+            iOS.id: self.generate_fixture_data(stat, 50, 50, 2, .6, 3),
+            react_native.id: self.generate_fixture_data(stat, 5, 5, 10, .6, 3),
+            API.id: self.generate_fixture_data(stat, 50, 50, 5, .6, 3),
+            zephyr_mirror.id: self.generate_fixture_data(stat, 10, 10, 3, .6, 3),
             unused.id: self.generate_fixture_data(stat, 0, 0, 0, 0, 0),
-            long_webhook.id: self.generate_fixture_data(stat, 50, 50, 2, 0.6, 3),
-        }
+            long_webhook.id: self.generate_fixture_data(stat, 50, 50, 2, .6, 3)}
         insert_fixture_data(stat, installation_data, InstallationCount)
-        FillState.objects.create(
-            property=stat.property, end_time=last_end_time, state=FillState.DONE
-        )
+        FillState.objects.create(property=stat.property, end_time=last_end_time,
+                                 state=FillState.DONE)
 
-        stat = COUNT_STATS["messages_in_stream:is_bot:day"]
-        realm_data = {
-            "false": self.generate_fixture_data(stat, 30, 5, 6, 0.6, 4),
-            "true": self.generate_fixture_data(stat, 20, 2, 3, 0.2, 3),
-        }
+        stat = COUNT_STATS['messages_in_stream:is_bot:day']
+        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, 0.6, 4),
-            "true": self.generate_fixture_data(stat, 5, 3, 2, 0.4, 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, 0.6, 8, holiday_rate=0.1),
-        }
-        insert_fixture_data(stat, user_data, UserCount)
-        realm_data = {None: self.generate_fixture_data(stat, 50, 35, 6, 0.6, 4)}
-        insert_fixture_data(stat, realm_data, RealmCount)
-        FillState.objects.create(
-            property=stat.property, end_time=last_end_time, state=FillState.DONE
-        )
+        FillState.objects.create(property=stat.property, end_time=last_end_time,
+                                 state=FillState.DONE)

analytics/management/commands/realm_stats.py

@@ -0,0 +1,153 @@
+import datetime
+from argparse import ArgumentParser
+from typing import Any, List
+
+import pytz
+from django.core.management.base import BaseCommand
+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
+
+MOBILE_CLIENT_LIST = ["Android", "ios"]
+HUMAN_CLIENT_LIST = MOBILE_CLIENT_LIST + ["website"]
+
+human_messages = Message.objects.filter(sending_client__name__in=HUMAN_CLIENT_LIST)
+
+class Command(BaseCommand):
+    help = "Generate statistics on realm activity."
+
+    def add_arguments(self, parser: ArgumentParser) -> None:
+        parser.add_argument('realms', metavar='<realm>', type=str, nargs='*',
+                            help="realm to generate statistics for")
+
+    def active_users(self, realm: Realm) -> List[UserProfile]:
+        # Has been active (on the website, for now) in the last 7 days.
+        activity_cutoff = timezone_now() - datetime.timedelta(days=7)
+        return [activity.user_profile for activity in (
+            UserActivity.objects.filter(user_profile__realm=realm,
+                                        user_profile__is_active=True,
+                                        last_visit__gt=activity_cutoff,
+                                        query="/json/users/me/pointer",
+                                        client__name="website"))]
+
+    def messages_sent_by(self, user: UserProfile, days_ago: int) -> int:
+        sent_time_cutoff = timezone_now() - datetime.timedelta(days=days_ago)
+        return human_messages.filter(sender=user, pub_date__gt=sent_time_cutoff).count()
+
+    def total_messages(self, realm: Realm, days_ago: int) -> int:
+        sent_time_cutoff = timezone_now() - datetime.timedelta(days=days_ago)
+        return Message.objects.filter(sender__realm=realm, pub_date__gt=sent_time_cutoff).count()
+
+    def human_messages(self, realm: Realm, days_ago: int) -> int:
+        sent_time_cutoff = timezone_now() - datetime.timedelta(days=days_ago)
+        return human_messages.filter(sender__realm=realm, pub_date__gt=sent_time_cutoff).count()
+
+    def api_messages(self, realm: Realm, days_ago: int) -> int:
+        return (self.total_messages(realm, days_ago) - self.human_messages(realm, days_ago))
+
+    def stream_messages(self, realm: Realm, days_ago: int) -> int:
+        sent_time_cutoff = timezone_now() - datetime.timedelta(days=days_ago)
+        return human_messages.filter(sender__realm=realm, pub_date__gt=sent_time_cutoff,
+                                     recipient__type=Recipient.STREAM).count()
+
+    def private_messages(self, realm: Realm, days_ago: int) -> int:
+        sent_time_cutoff = timezone_now() - datetime.timedelta(days=days_ago)
+        return human_messages.filter(sender__realm=realm, pub_date__gt=sent_time_cutoff).exclude(
+            recipient__type=Recipient.STREAM).exclude(recipient__type=Recipient.HUDDLE).count()
+
+    def group_private_messages(self, realm: Realm, days_ago: int) -> int:
+        sent_time_cutoff = timezone_now() - datetime.timedelta(days=days_ago)
+        return human_messages.filter(sender__realm=realm, pub_date__gt=sent_time_cutoff).exclude(
+            recipient__type=Recipient.STREAM).exclude(recipient__type=Recipient.PERSONAL).count()
+
+    def report_percentage(self, numerator: float, denominator: float, text: str) -> None:
+        if not denominator:
+            fraction = 0.0
+        else:
+            fraction = numerator / float(denominator)
+        print("%.2f%% of" % (fraction * 100,), text)
+
+    def handle(self, *args: Any, **options: Any) -> None:
+        if options['realms']:
+            try:
+                realms = [get_realm(string_id) for string_id in options['realms']]
+            except Realm.DoesNotExist as e:
+                print(e)
+                exit(1)
+        else:
+            realms = Realm.objects.all()
+
+        for realm in realms:
+            print(realm.string_id)
+
+            user_profiles = UserProfile.objects.filter(realm=realm, is_active=True)
+            active_users = self.active_users(realm)
+            num_active = len(active_users)
+
+            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("%d streams" % (streams.count(),))
+
+            for days_ago in (1, 7, 30):
+                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("%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,
+                                   "active users have desktop notifications enabled")
+
+            num_enter_sends = len([x for x in active_users if x.enter_sends])
+            self.report_percentage(num_enter_sends, num_active,
+                                   "active users have enter-sends")
+
+            all_message_count = human_messages.filter(sender__realm=realm).count()
+            multi_paragraph_message_count = human_messages.filter(
+                sender__realm=realm, content__contains="\n\n").count()
+            self.report_percentage(multi_paragraph_message_count, all_message_count,
+                                   "all messages are multi-paragraph")
+
+            # Starred messages
+            starrers = UserMessage.objects.filter(user_profile__in=user_profiles,
+                                                  flags=UserMessage.flags.starred).values(
+                "user_profile").annotate(count=Count("user_profile"))
+            print("%d users have starred %d messages" % (
+                len(starrers), sum([elt["count"] for elt in starrers])))
+
+            active_user_subs = Subscription.objects.filter(
+                user_profile__in=user_profiles, active=True)
+
+            # Streams not in home view
+            non_home_view = active_user_subs.filter(in_home_view=False).values(
+                "user_profile").annotate(count=Count("user_profile"))
+            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("%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("%d users receive desktop notifications for %d streams" % (
+                len(notifications), sum([elt["count"] for elt in notifications])))
+
+            print("")

analytics/management/commands/stream_stats.py

@@ -1,61 +1,44 @@
 from argparse import ArgumentParser
 from typing import Any
 
-from django.core.management.base import BaseCommand, CommandError
+from django.core.management.base import BaseCommand
 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."
 
     def add_arguments(self, parser: ArgumentParser) -> None:
-        parser.add_argument(
-            "realms", metavar="<realm>", nargs="*", help="realm to generate statistics for"
-        )
+        parser.add_argument('realms', metavar='<realm>', type=str, nargs='*',
+                            help="realm to generate statistics for")
 
     def handle(self, *args: Any, **options: str) -> None:
-        if options["realms"]:
+        if options['realms']:
             try:
-                realms = [get_realm(string_id) for string_id in options["realms"]]
+                realms = [get_realm(string_id) for string_id in options['realms']]
             except Realm.DoesNotExist as e:
-                raise CommandError(e)
+                print(e)
+                exit(1)
         else:
             realms = Realm.objects.all()
 
         for realm in realms:
+            print(realm.string_id)
+            print("------------")
+            print("%25s %15s %10s" % ("stream", "subscribers", "messages"))
             streams = Stream.objects.filter(realm=realm).exclude(Q(name__istartswith="tutorial-"))
-            # private stream count
-            private_count = 0
-            # public stream count
-            public_count = 0
+            invite_only_count = 0
             for stream in streams:
                 if stream.invite_only:
-                    private_count += 1
-                else:
-                    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("------------")
-            print("{:>25} {:>15} {:>10} {:>12}".format("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=" ")
+                    invite_only_count += 1
+                    continue
+                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,))
+            print("%d private streams" % (invite_only_count,))
             print("")

analytics/management/commands/update_analytics_counts.py

@@ -1,50 +1,47 @@
 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
-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.
 
     Run as a cron job that runs every hour."""
 
     def add_arguments(self, parser: ArgumentParser) -> None:
-        parser.add_argument(
-            "--time",
-            "-t",
-            help="Update stat tables from current state to "
-            "--time. Defaults to the current time.",
-            default=timezone_now().isoformat(),
-        )
-        parser.add_argument("--utc", action="store_true", help="Interpret --time in UTC.")
-        parser.add_argument(
-            "--stat", "-s", help="CountStat to process. If omitted, all stats are processed."
-        )
-        parser.add_argument(
-            "--verbose", action="store_true", help="Print timing information to stdout."
-        )
+        parser.add_argument('--time', '-t',
+                            type=str,
+                            help='Update stat tables from current state to'
+                                 '--time. Defaults to the current time.',
+                            default=timezone_now().isoformat())
+        parser.add_argument('--utc',
+                            action='store_true',
+                            help="Interpret --time in UTC.",
+                            default=False)
+        parser.add_argument('--stat', '-s',
+                            type=str,
+                            help="CountStat to process. If omitted, all stats are processed.")
+        parser.add_argument('--verbose',
+                            action='store_true',
+                            help="Print timing information to stdout.",
+                            default=False)
 
     def handle(self, *args: Any, **options: Any) -> None:
         try:
             os.mkdir(settings.ANALYTICS_LOCK_DIR)
         except OSError:
-            print(
-                f"{WARNING}Analytics lock {settings.ANALYTICS_LOCK_DIR} is unavailable;"
-                f" exiting.{ENDC}"
-            )
+            print(WARNING + "Analytics lock %s is unavailable; exiting... " + ENDC)
             return
 
         try:
@@ -59,37 +56,31 @@ class Command(BaseCommand):
             logger.info("No realms, stopping update_analytics_counts")
             return
 
-        fill_to_time = parse_datetime(options["time"])
-        if options["utc"]:
-            fill_to_time = fill_to_time.replace(tzinfo=timezone.utc)
+        fill_to_time = parse_datetime(options['time'])
+        if options['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?"
-            )
+            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"]]]
+        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)
-        if options["verbose"]:
+        logger.info("Starting updating analytics counts through %s" % (fill_to_time,))
+        if options['verbose']:
             start = time.time()
             last = start
 
         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")
+            if options['verbose']:
+                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)
-
-        if settings.PUSH_NOTIFICATION_BOUNCER_URL and settings.SUBMIT_USAGE_STATISTICS:
-            send_analytics_to_remote_server()
+        if options['verbose']:
+            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,))

analytics/management/commands/user_stats.py

@@ -0,0 +1,42 @@
+import datetime
+from argparse import ArgumentParser
+from typing import Any
+
+from django.core.management.base import BaseCommand
+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."
+
+    def add_arguments(self, parser: ArgumentParser) -> None:
+        parser.add_argument('realms', metavar='<realm>', type=str, nargs='*',
+                            help="realm to generate statistics for")
+
+    def messages_sent_by(self, user: UserProfile, week: int) -> int:
+        start = timezone_now() - datetime.timedelta(days=(week + 1)*7)
+        end = timezone_now() - datetime.timedelta(days=week*7)
+        return Message.objects.filter(sender=user, pub_date__gt=start, pub_date__lte=end).count()
+
+    def handle(self, *args: Any, **options: Any) -> None:
+        if options['realms']:
+            try:
+                realms = [get_realm(string_id) for string_id in options['realms']]
+            except Realm.DoesNotExist as e:
+                print(e)
+                exit(1)
+        else:
+            realms = Realm.objects.all()
+
+        for realm in realms:
+            print(realm.string_id)
+            user_profiles = UserProfile.objects.filter(realm=realm, is_active=True)
+            print("%d users" % (len(user_profiles),))
+            print("%d streams" % (len(Stream.objects.filter(realm=realm)),))
+
+            for user_profile in user_profiles:
+                print("%35s" % (user_profile.email,), end=' ')
+                for week in range(10):
+                    print("%5d" % (self.messages_sent_by(user_profile, week)), end=' ')
+                print("")

analytics/migrations/0001_initial.py

@@ -1,209 +1,112 @@
+# -*- coding: utf-8 -*-
 import django.db.models.deletion
 from django.conf import settings
 from django.db import migrations, models
 
+import zerver.lib.str_utils
 
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("zerver", "0030_realm_org_type"),
+        ('zerver', '0030_realm_org_type'),
         migrations.swappable_dependency(settings.AUTH_USER_MODEL),
     ]
 
     operations = [
         migrations.CreateModel(
-            name="Anomaly",
+            name='Anomaly',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        verbose_name="ID", serialize=False, auto_created=True, primary_key=True
-                    ),
-                ),
-                ("info", models.CharField(max_length=1000)),
+                ('id', models.AutoField(verbose_name='ID', serialize=False, auto_created=True, primary_key=True)),
+                ('info', models.CharField(max_length=1000)),
             ],
             bases=(models.Model,),
         ),
         migrations.CreateModel(
-            name="HuddleCount",
+            name='HuddleCount',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        verbose_name="ID", serialize=False, auto_created=True, primary_key=True
-                    ),
-                ),
-                (
-                    "huddle",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to="zerver.Recipient"
-                    ),
-                ),
-                (
-                    "user",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL
-                    ),
-                ),
-                ("property", models.CharField(max_length=40)),
-                ("end_time", models.DateTimeField()),
-                ("interval", models.CharField(max_length=20)),
-                ("value", models.BigIntegerField()),
-                (
-                    "anomaly",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE,
-                        to="analytics.Anomaly",
-                        null=True,
-                    ),
-                ),
+                ('id', models.AutoField(verbose_name='ID', serialize=False, auto_created=True, primary_key=True)),
+                ('huddle', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='zerver.Recipient')),
+                ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
+                ('property', models.CharField(max_length=40)),
+                ('end_time', models.DateTimeField()),
+                ('interval', models.CharField(max_length=20)),
+                ('value', models.BigIntegerField()),
+                ('anomaly', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='analytics.Anomaly', null=True)),
             ],
             bases=(models.Model,),
         ),
         migrations.CreateModel(
-            name="InstallationCount",
+            name='InstallationCount',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        verbose_name="ID", serialize=False, auto_created=True, primary_key=True
-                    ),
-                ),
-                ("property", models.CharField(max_length=40)),
-                ("end_time", models.DateTimeField()),
-                ("interval", models.CharField(max_length=20)),
-                ("value", models.BigIntegerField()),
-                (
-                    "anomaly",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE,
-                        to="analytics.Anomaly",
-                        null=True,
-                    ),
-                ),
+                ('id', models.AutoField(verbose_name='ID', serialize=False, auto_created=True, primary_key=True)),
+                ('property', models.CharField(max_length=40)),
+                ('end_time', models.DateTimeField()),
+                ('interval', models.CharField(max_length=20)),
+                ('value', models.BigIntegerField()),
+                ('anomaly', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='analytics.Anomaly', null=True)),
             ],
             bases=(models.Model,),
         ),
         migrations.CreateModel(
-            name="RealmCount",
+            name='RealmCount',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        verbose_name="ID", serialize=False, auto_created=True, primary_key=True
-                    ),
-                ),
-                (
-                    "realm",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to="zerver.Realm"
-                    ),
-                ),
-                ("property", models.CharField(max_length=40)),
-                ("end_time", models.DateTimeField()),
-                ("interval", models.CharField(max_length=20)),
-                ("value", models.BigIntegerField()),
-                (
-                    "anomaly",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE,
-                        to="analytics.Anomaly",
-                        null=True,
-                    ),
-                ),
+                ('id', models.AutoField(verbose_name='ID', serialize=False, auto_created=True, primary_key=True)),
+                ('realm', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='zerver.Realm')),
+                ('property', models.CharField(max_length=40)),
+                ('end_time', models.DateTimeField()),
+                ('interval', models.CharField(max_length=20)),
+                ('value', models.BigIntegerField()),
+                ('anomaly', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='analytics.Anomaly', null=True)),
+
             ],
             bases=(models.Model,),
         ),
         migrations.CreateModel(
-            name="StreamCount",
+            name='StreamCount',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        verbose_name="ID", serialize=False, auto_created=True, primary_key=True
-                    ),
-                ),
-                (
-                    "realm",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to="zerver.Realm"
-                    ),
-                ),
-                (
-                    "stream",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to="zerver.Stream"
-                    ),
-                ),
-                ("property", models.CharField(max_length=40)),
-                ("end_time", models.DateTimeField()),
-                ("interval", models.CharField(max_length=20)),
-                ("value", models.BigIntegerField()),
-                (
-                    "anomaly",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE,
-                        to="analytics.Anomaly",
-                        null=True,
-                    ),
-                ),
+                ('id', models.AutoField(verbose_name='ID', serialize=False, auto_created=True, primary_key=True)),
+                ('realm', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='zerver.Realm')),
+                ('stream', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='zerver.Stream')),
+                ('property', models.CharField(max_length=40)),
+                ('end_time', models.DateTimeField()),
+                ('interval', models.CharField(max_length=20)),
+                ('value', models.BigIntegerField()),
+                ('anomaly', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='analytics.Anomaly', null=True)),
             ],
             bases=(models.Model,),
         ),
         migrations.CreateModel(
-            name="UserCount",
+            name='UserCount',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        verbose_name="ID", serialize=False, auto_created=True, primary_key=True
-                    ),
-                ),
-                (
-                    "realm",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to="zerver.Realm"
-                    ),
-                ),
-                (
-                    "user",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL
-                    ),
-                ),
-                ("property", models.CharField(max_length=40)),
-                ("end_time", models.DateTimeField()),
-                ("interval", models.CharField(max_length=20)),
-                ("value", models.BigIntegerField()),
-                (
-                    "anomaly",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE,
-                        to="analytics.Anomaly",
-                        null=True,
-                    ),
-                ),
+                ('id', models.AutoField(verbose_name='ID', serialize=False, auto_created=True, primary_key=True)),
+                ('realm', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='zerver.Realm')),
+                ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
+                ('property', models.CharField(max_length=40)),
+                ('end_time', models.DateTimeField()),
+                ('interval', models.CharField(max_length=20)),
+                ('value', models.BigIntegerField()),
+                ('anomaly', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='analytics.Anomaly', null=True)),
             ],
             bases=(models.Model,),
         ),
         migrations.AlterUniqueTogether(
-            name="usercount",
-            unique_together={("user", "property", "end_time", "interval")},
+            name='usercount',
+            unique_together=set([('user', 'property', 'end_time', 'interval')]),
         ),
         migrations.AlterUniqueTogether(
-            name="streamcount",
-            unique_together={("stream", "property", "end_time", "interval")},
+            name='streamcount',
+            unique_together=set([('stream', 'property', 'end_time', 'interval')]),
         ),
         migrations.AlterUniqueTogether(
-            name="realmcount",
-            unique_together={("realm", "property", "end_time", "interval")},
+            name='realmcount',
+            unique_together=set([('realm', 'property', 'end_time', 'interval')]),
         ),
         migrations.AlterUniqueTogether(
-            name="installationcount",
-            unique_together={("property", "end_time", "interval")},
+            name='installationcount',
+            unique_together=set([('property', 'end_time', 'interval')]),
         ),
         migrations.AlterUniqueTogether(
-            name="huddlecount",
-            unique_together={("huddle", "property", "end_time", "interval")},
+            name='huddlecount',
+            unique_together=set([('huddle', 'property', 'end_time', 'interval')]),
         ),
     ]

analytics/migrations/0002_remove_huddlecount.py

@@ -1,30 +1,30 @@
-from django.db import migrations
-
+# -*- coding: utf-8 -*-
+from django.db import migrations, models
 
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("analytics", "0001_initial"),
+        ('analytics', '0001_initial'),
     ]
 
     operations = [
         migrations.AlterUniqueTogether(
-            name="huddlecount",
-            unique_together=set(),
+            name='huddlecount',
+            unique_together=set([]),
         ),
         migrations.RemoveField(
-            model_name="huddlecount",
-            name="anomaly",
+            model_name='huddlecount',
+            name='anomaly',
         ),
         migrations.RemoveField(
-            model_name="huddlecount",
-            name="huddle",
+            model_name='huddlecount',
+            name='huddle',
         ),
         migrations.RemoveField(
-            model_name="huddlecount",
-            name="user",
+            model_name='huddlecount',
+            name='user',
         ),
         migrations.DeleteModel(
-            name="HuddleCount",
+            name='HuddleCount',
         ),
     ]

analytics/migrations/0003_fillstate.py

@@ -1,26 +1,23 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations, models
 
+import zerver.lib.str_utils
 
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("analytics", "0002_remove_huddlecount"),
+        ('analytics', '0002_remove_huddlecount'),
     ]
 
     operations = [
         migrations.CreateModel(
-            name="FillState",
+            name='FillState',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        verbose_name="ID", serialize=False, auto_created=True, primary_key=True
-                    ),
-                ),
-                ("property", models.CharField(unique=True, max_length=40)),
-                ("end_time", models.DateTimeField()),
-                ("state", models.PositiveSmallIntegerField()),
-                ("last_modified", models.DateTimeField(auto_now=True)),
+                ('id', models.AutoField(verbose_name='ID', serialize=False, auto_created=True, primary_key=True)),
+                ('property', models.CharField(unique=True, max_length=40)),
+                ('end_time', models.DateTimeField()),
+                ('state', models.PositiveSmallIntegerField()),
+                ('last_modified', models.DateTimeField(auto_now=True)),
             ],
             bases=(models.Model,),
         ),

analytics/migrations/0004_add_subgroup.py

@@ -1,31 +1,31 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations, models
 
-
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("analytics", "0003_fillstate"),
+        ('analytics', '0003_fillstate'),
     ]
 
     operations = [
         migrations.AddField(
-            model_name="installationcount",
-            name="subgroup",
+            model_name='installationcount',
+            name='subgroup',
             field=models.CharField(max_length=16, null=True),
         ),
         migrations.AddField(
-            model_name="realmcount",
-            name="subgroup",
+            model_name='realmcount',
+            name='subgroup',
             field=models.CharField(max_length=16, null=True),
         ),
         migrations.AddField(
-            model_name="streamcount",
-            name="subgroup",
+            model_name='streamcount',
+            name='subgroup',
             field=models.CharField(max_length=16, null=True),
         ),
         migrations.AddField(
-            model_name="usercount",
-            name="subgroup",
+            model_name='usercount',
+            name='subgroup',
             field=models.CharField(max_length=16, null=True),
         ),
     ]

analytics/migrations/0005_alter_field_size.py

@@ -1,51 +1,51 @@
+# -*- coding: utf-8 -*-
 from django.db import migrations, models
 
-
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("analytics", "0004_add_subgroup"),
+        ('analytics', '0004_add_subgroup'),
     ]
 
     operations = [
         migrations.AlterField(
-            model_name="installationcount",
-            name="interval",
+            model_name='installationcount',
+            name='interval',
             field=models.CharField(max_length=8),
         ),
         migrations.AlterField(
-            model_name="installationcount",
-            name="property",
+            model_name='installationcount',
+            name='property',
             field=models.CharField(max_length=32),
         ),
         migrations.AlterField(
-            model_name="realmcount",
-            name="interval",
+            model_name='realmcount',
+            name='interval',
             field=models.CharField(max_length=8),
         ),
         migrations.AlterField(
-            model_name="realmcount",
-            name="property",
+            model_name='realmcount',
+            name='property',
             field=models.CharField(max_length=32),
         ),
         migrations.AlterField(
-            model_name="streamcount",
-            name="interval",
+            model_name='streamcount',
+            name='interval',
             field=models.CharField(max_length=8),
         ),
         migrations.AlterField(
-            model_name="streamcount",
-            name="property",
+            model_name='streamcount',
+            name='property',
             field=models.CharField(max_length=32),
         ),
         migrations.AlterField(
-            model_name="usercount",
-            name="interval",
+            model_name='usercount',
+            name='interval',
             field=models.CharField(max_length=8),
         ),
         migrations.AlterField(
-            model_name="usercount",
-            name="property",
+            model_name='usercount',
+            name='property',
             field=models.CharField(max_length=32),
         ),
     ]

analytics/migrations/0006_add_subgroup_to_unique_constraints.py

@@ -1,27 +1,27 @@
-from django.db import migrations
-
+# -*- coding: utf-8 -*-
+from django.db import migrations, models
 
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("analytics", "0005_alter_field_size"),
+        ('analytics', '0005_alter_field_size'),
     ]
 
     operations = [
         migrations.AlterUniqueTogether(
-            name="installationcount",
-            unique_together={("property", "subgroup", "end_time", "interval")},
+            name='installationcount',
+            unique_together=set([('property', 'subgroup', 'end_time', 'interval')]),
         ),
         migrations.AlterUniqueTogether(
-            name="realmcount",
-            unique_together={("realm", "property", "subgroup", "end_time", "interval")},
+            name='realmcount',
+            unique_together=set([('realm', 'property', 'subgroup', 'end_time', 'interval')]),
         ),
         migrations.AlterUniqueTogether(
-            name="streamcount",
-            unique_together={("stream", "property", "subgroup", "end_time", "interval")},
+            name='streamcount',
+            unique_together=set([('stream', 'property', 'subgroup', 'end_time', 'interval')]),
         ),
         migrations.AlterUniqueTogether(
-            name="usercount",
-            unique_together={("user", "property", "subgroup", "end_time", "interval")},
+            name='usercount',
+            unique_together=set([('user', 'property', 'subgroup', 'end_time', 'interval')]),
         ),
     ]

analytics/migrations/0007_remove_interval.py

@@ -1,44 +1,45 @@
+# -*- coding: utf-8 -*-
 # Generated by Django 1.10.4 on 2017-01-16 20:50
+from django.conf import settings
 from django.db import migrations
 
-
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("analytics", "0006_add_subgroup_to_unique_constraints"),
+        ('analytics', '0006_add_subgroup_to_unique_constraints'),
     ]
 
     operations = [
         migrations.AlterUniqueTogether(
-            name="installationcount",
-            unique_together={("property", "subgroup", "end_time")},
+            name='installationcount',
+            unique_together=set([('property', 'subgroup', 'end_time')]),
         ),
         migrations.RemoveField(
-            model_name="installationcount",
-            name="interval",
+            model_name='installationcount',
+            name='interval',
         ),
         migrations.AlterUniqueTogether(
-            name="realmcount",
-            unique_together={("realm", "property", "subgroup", "end_time")},
+            name='realmcount',
+            unique_together=set([('realm', 'property', 'subgroup', 'end_time')]),
         ),
         migrations.RemoveField(
-            model_name="realmcount",
-            name="interval",
+            model_name='realmcount',
+            name='interval',
         ),
         migrations.AlterUniqueTogether(
-            name="streamcount",
-            unique_together={("stream", "property", "subgroup", "end_time")},
+            name='streamcount',
+            unique_together=set([('stream', 'property', 'subgroup', 'end_time')]),
         ),
         migrations.RemoveField(
-            model_name="streamcount",
-            name="interval",
+            model_name='streamcount',
+            name='interval',
         ),
         migrations.AlterUniqueTogether(
-            name="usercount",
-            unique_together={("user", "property", "subgroup", "end_time")},
+            name='usercount',
+            unique_together=set([('user', 'property', 'subgroup', 'end_time')]),
         ),
         migrations.RemoveField(
-            model_name="usercount",
-            name="interval",
+            model_name='usercount',
+            name='interval',
         ),
     ]

analytics/migrations/0008_add_count_indexes.py

@@ -1,25 +1,25 @@
+# -*- 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 = [
-        ("zerver", "0050_userprofile_avatar_version"),
-        ("analytics", "0007_remove_interval"),
+        ('zerver', '0050_userprofile_avatar_version'),
+        ('analytics', '0007_remove_interval'),
     ]
 
     operations = [
         migrations.AlterIndexTogether(
-            name="realmcount",
-            index_together={("property", "end_time")},
+            name='realmcount',
+            index_together=set([('property', 'end_time')]),
         ),
         migrations.AlterIndexTogether(
-            name="streamcount",
-            index_together={("property", "realm", "end_time")},
+            name='streamcount',
+            index_together=set([('property', 'realm', 'end_time')]),
         ),
         migrations.AlterIndexTogether(
-            name="usercount",
-            index_together={("property", "realm", "end_time")},
+            name='usercount',
+            index_together=set([('property', 'realm', 'end_time')]),
         ),
     ]

analytics/migrations/0009_remove_messages_to_stream_stat.py

@@ -1,29 +1,26 @@
+# -*- 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')
+    RealmCount = apps.get_model('analytics', 'RealmCount')
+    InstallationCount = apps.get_model('analytics', 'InstallationCount')
+    FillState = apps.get_model('analytics', 'FillState')
 
-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")
-    RealmCount = apps.get_model("analytics", "RealmCount")
-    InstallationCount = apps.get_model("analytics", "InstallationCount")
-    FillState = apps.get_model("analytics", "FillState")
-
-    property = "messages_sent_to_stream:is_bot"
+    property = 'messages_sent_to_stream:is_bot'
     UserCount.objects.filter(property=property).delete()
     StreamCount.objects.filter(property=property).delete()
     RealmCount.objects.filter(property=property).delete()
     InstallationCount.objects.filter(property=property).delete()
     FillState.objects.filter(property=property).delete()
 
-
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("analytics", "0008_add_count_indexes"),
+        ('analytics', '0008_add_count_indexes'),
     ]
 
     operations = [

analytics/migrations/0010_clear_messages_sent_values.py

@@ -1,28 +1,25 @@
+# -*- 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')
+    RealmCount = apps.get_model('analytics', 'RealmCount')
+    InstallationCount = apps.get_model('analytics', 'InstallationCount')
+    FillState = apps.get_model('analytics', 'FillState')
 
-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")
-    RealmCount = apps.get_model("analytics", "RealmCount")
-    InstallationCount = apps.get_model("analytics", "InstallationCount")
-    FillState = apps.get_model("analytics", "FillState")
-
-    property = "messages_sent:message_type:day"
+    property = 'messages_sent:message_type:day'
     UserCount.objects.filter(property=property).delete()
     StreamCount.objects.filter(property=property).delete()
     RealmCount.objects.filter(property=property).delete()
     InstallationCount.objects.filter(property=property).delete()
     FillState.objects.filter(property=property).delete()
 
-
 class Migration(migrations.Migration):
 
-    dependencies = [("analytics", "0009_remove_messages_to_stream_stat")]
+    dependencies = [('analytics', '0009_remove_messages_to_stream_stat')]
 
     operations = [
         migrations.RunPython(clear_message_sent_by_message_type_values),

analytics/migrations/0011_clear_analytics_tables.py

@@ -1,14 +1,14 @@
+# -*- 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")
-    RealmCount = apps.get_model("analytics", "RealmCount")
-    InstallationCount = apps.get_model("analytics", "InstallationCount")
-    FillState = apps.get_model("analytics", "FillState")
+    UserCount = apps.get_model('analytics', 'UserCount')
+    StreamCount = apps.get_model('analytics', 'StreamCount')
+    RealmCount = apps.get_model('analytics', 'RealmCount')
+    InstallationCount = apps.get_model('analytics', 'InstallationCount')
+    FillState = apps.get_model('analytics', 'FillState')
 
     UserCount.objects.all().delete()
     StreamCount.objects.all().delete()
@@ -16,11 +16,10 @@ def clear_analytics_tables(apps: StateApps, schema_editor: DatabaseSchemaEditor)
     InstallationCount.objects.all().delete()
     FillState.objects.all().delete()
 
-
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("analytics", "0010_clear_messages_sent_values"),
+        ('analytics', '0010_clear_messages_sent_values'),
     ]
 
     operations = [

analytics/migrations/0012_add_on_delete.py

@@ -1,42 +1,36 @@
+# -*- 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):
 
     dependencies = [
-        ("analytics", "0011_clear_analytics_tables"),
+        ('analytics', '0011_clear_analytics_tables'),
     ]
 
     operations = [
         migrations.AlterField(
-            model_name="installationcount",
-            name="anomaly",
-            field=models.ForeignKey(
-                null=True, on_delete=django.db.models.deletion.SET_NULL, to="analytics.Anomaly"
-            ),
+            model_name='installationcount',
+            name='anomaly',
+            field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.SET_NULL, to='analytics.Anomaly'),
         ),
         migrations.AlterField(
-            model_name="realmcount",
-            name="anomaly",
-            field=models.ForeignKey(
-                null=True, on_delete=django.db.models.deletion.SET_NULL, to="analytics.Anomaly"
-            ),
+            model_name='realmcount',
+            name='anomaly',
+            field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.SET_NULL, to='analytics.Anomaly'),
         ),
         migrations.AlterField(
-            model_name="streamcount",
-            name="anomaly",
-            field=models.ForeignKey(
-                null=True, on_delete=django.db.models.deletion.SET_NULL, to="analytics.Anomaly"
-            ),
+            model_name='streamcount',
+            name='anomaly',
+            field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.SET_NULL, to='analytics.Anomaly'),
         ),
         migrations.AlterField(
-            model_name="usercount",
-            name="anomaly",
-            field=models.ForeignKey(
-                null=True, on_delete=django.db.models.deletion.SET_NULL, to="analytics.Anomaly"
-            ),
+            model_name='usercount',
+            name='anomaly',
+            field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.SET_NULL, to='analytics.Anomaly'),
         ),
     ]

analytics/migrations/0013_remove_anomaly.py

@@ -1,32 +0,0 @@
-# Generated by Django 1.11.18 on 2019-02-02 02:47
-
-from django.db import migrations
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ("analytics", "0012_add_on_delete"),
-    ]
-
-    operations = [
-        migrations.RemoveField(
-            model_name="installationcount",
-            name="anomaly",
-        ),
-        migrations.RemoveField(
-            model_name="realmcount",
-            name="anomaly",
-        ),
-        migrations.RemoveField(
-            model_name="streamcount",
-            name="anomaly",
-        ),
-        migrations.RemoveField(
-            model_name="usercount",
-            name="anomaly",
-        ),
-        migrations.DeleteModel(
-            name="Anomaly",
-        ),
-    ]

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",
-        ),
-    ]

analytics/migrations/0015_clear_duplicate_counts.py

@@ -1,65 +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, stream, user)/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.
-    """
-    count_tables = dict(
-        realm=apps.get_model("analytics", "RealmCount"),
-        user=apps.get_model("analytics", "UserCount"),
-        stream=apps.get_model("analytics", "StreamCount"),
-        installation=apps.get_model("analytics", "InstallationCount"),
-    )
-
-    for name, count_table in count_tables.items():
-        value = [name, "property", "end_time"]
-        if name == "installation":
-            value = ["property", "end_time"]
-        counts = (
-            count_table.objects.filter(subgroup=None)
-            .values(*value)
-            .annotate(Count("id"), Sum("value"))
-            .filter(id__count__gt=1)
-        )
-
-        for count in counts:
-            count.pop("id__count")
-            total_value = count.pop("value__sum")
-            duplicate_counts = list(count_table.objects.filter(**count))
-            first_count = duplicate_counts[0]
-            if 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),
-    ]

analytics/migrations/0016_unique_constraint_when_subgroup_null.py

@@ -1,93 +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",
-            ),
-        ),
-    ]

analytics/models.py

@@ -1,140 +1,100 @@
 import datetime
-from typing import Optional
+from typing import Any, Dict, Optional, Tuple, Union
 
 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
-
+from zerver.models import Realm, Recipient, 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
 def installation_epoch() -> datetime.datetime:
-    earliest_realm_creation = Realm.objects.aggregate(models.Min("date_created"))[
-        "date_created__min"
-    ]
+    earliest_realm_creation = Realm.objects.aggregate(models.Min('date_created'))['date_created__min']
     return floor_to_day(earliest_realm_creation)
 
+def last_successful_fill(property: str) -> Optional[datetime.datetime]:
+    fillstate = FillState.objects.filter(property=property).first()
+    if fillstate is None:
+        return None
+    if fillstate.state == FillState.DONE:
+        return fillstate.end_time
+    return fillstate.end_time - datetime.timedelta(hours=1)
+
+# would only ever make entries here by hand
+class Anomaly(models.Model):
+    info = models.CharField(max_length=1000)  # type: str
+
+    def __str__(self) -> str:
+        return "<Anomaly: %s... %s>" % (self.info, self.id)
 
 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
+    anomaly = models.ForeignKey(Anomaly, on_delete=models.SET_NULL, null=True)  # type: Optional[Anomaly]
 
     class Meta:
         abstract = True
 
-
 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)

analytics/tests/test_fixtures.py

@@ -2,25 +2,18 @@ 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:
         # test basic business_hour / non_business_hour calculation
         # test we get an array of the right length with frequency=CountStat.DAY
         data = generate_time_series_data(
-            days=7, business_hours_base=20, non_business_hours_base=15, spikiness=0
-        )
+            days=7, business_hours_base=20, non_business_hours_base=15, spikiness=0)
         self.assertEqual(data, [400, 400, 400, 400, 400, 360, 360])
 
         data = generate_time_series_data(
-            days=1,
-            business_hours_base=2000,
-            non_business_hours_base=1500,
-            growth=2,
-            spikiness=0,
-            frequency=CountStat.HOUR,
-        )
+            days=1, business_hours_base=2000, non_business_hours_base=1500,
+            growth=2, spikiness=0, frequency=CountStat.HOUR)
         # test we get an array of the right length with frequency=CountStat.HOUR
         self.assertEqual(len(data), 24)
         # test that growth doesn't affect the first data point
@@ -30,11 +23,7 @@ class TestFixtures(ZulipTestCase):
 
         # test autocorrelation == 1, since that's the easiest value to test
         data = generate_time_series_data(
-            days=1,
-            business_hours_base=2000,
-            non_business_hours_base=2000,
-            autocorrelation=1,
-            frequency=CountStat.HOUR,
-        )
+            days=1, business_hours_base=2000, non_business_hours_base=2000,
+            autocorrelation=1, frequency=CountStat.HOUR)
         self.assertEqual(data[0], data[1])
         self.assertEqual(data[0], data[-1])

analytics/urls.py

@@ -1,38 +1,25 @@
-from django.conf.urls import include
-from django.urls import path
+from django.conf.urls import include, url
 
-from analytics.views import (
-    get_activity,
-    get_chart_data,
-    get_chart_data_for_installation,
-    get_chart_data_for_realm,
-    get_chart_data_for_remote_installation,
-    get_chart_data_for_remote_realm,
-    get_realm_activity,
-    get_user_activity,
-    stats,
-    stats_for_installation,
-    stats_for_realm,
-    stats_for_remote_installation,
-    stats_for_remote_realm,
-    support,
-)
-from zerver.lib.rest import rest_path
+import analytics.views
+from zerver.lib.rest import rest_dispatch
 
 i18n_urlpatterns = [
     # Server admin (user_profile.is_staff) visible stats pages
-    path("activity", get_activity),
-    path("activity/support", support, name="support"),
-    path("realm_activity/<realm_str>/", get_realm_activity),
-    path("user_activity/<email>/", get_user_activity),
-    path("stats/realm/<realm_str>/", stats_for_realm),
-    path("stats/installation", stats_for_installation),
-    path("stats/remote/<int:remote_server_id>/installation", stats_for_remote_installation),
-    path(
-        "stats/remote/<int:remote_server_id>/realm/<int:remote_realm_id>/", stats_for_remote_realm
-    ),
+    url(r'^activity$', analytics.views.get_activity,
+        name='analytics.views.get_activity'),
+    url(r'^realm_activity/(?P<realm_str>[\S]+)/$', analytics.views.get_realm_activity,
+        name='analytics.views.get_realm_activity'),
+    url(r'^user_activity/(?P<email>[\S]+)/$', analytics.views.get_user_activity,
+        name='analytics.views.get_user_activity'),
+
+    url(r'^stats/realm/(?P<realm_str>[\S]+)/$', analytics.views.stats_for_realm,
+        name='analytics.views.stats_for_realm'),
+    url(r'^stats/installation$', analytics.views.stats_for_installation,
+        name='analytics.views.stats_for_installation'),
+
     # User-visible stats page
-    path("stats", stats, name="stats"),
+    url(r'^stats$', analytics.views.stats,
+        name='analytics.views.stats'),
 ]
 
 # These endpoints are a part of the API (V1), which uses:
@@ -45,22 +32,17 @@ 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
-    rest_path("analytics/chart_data", GET=get_chart_data),
-    rest_path("analytics/chart_data/realm/<realm_str>", GET=get_chart_data_for_realm),
-    rest_path("analytics/chart_data/installation", GET=get_chart_data_for_installation),
-    rest_path(
-        "analytics/chart_data/remote/<int:remote_server_id>/installation",
-        GET=get_chart_data_for_remote_installation,
-    ),
-    rest_path(
-        "analytics/chart_data/remote/<int:remote_server_id>/realm/<int:remote_realm_id>",
-        GET=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'}),
 ]
 
 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

babel.config.js

@@ -1,26 +0,0 @@
-"use strict";
-
-module.exports = {
-    plugins: [
-        [
-            "formatjs",
-            {
-                additionalFunctionNames: ["$t", "$t_html"],
-                overrideIdFn: (id, defaultMessage) => defaultMessage,
-            },
-        ],
-    ],
-    presets: [
-        [
-            "@babel/preset-env",
-            {
-                corejs: "3.6",
-                loose: true, // Loose mode for…of loops are 5× faster in Firefox
-                shippedProposals: true,
-                useBuiltIns: "usage",
-            },
-        ],
-        "@babel/typescript",
-    ],
-    sourceType: "unambiguous",
-};

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
@@ -19,4 +21,4 @@
 # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
 # IN THE SOFTWARE.
 
-VERSION = (0, 9, "pre")
+VERSION = (0, 9, 'pre')

confirmation/migrations/0001_initial.py

@@ -1,39 +1,27 @@
+# -*- coding: utf-8 -*-
+from django.db import models, migrations
 import django.db.models.deletion
-from django.db import migrations, models
 
 
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("contenttypes", "0001_initial"),
+        ('contenttypes', '0001_initial'),
     ]
 
     operations = [
         migrations.CreateModel(
-            name="Confirmation",
+            name='Confirmation',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        verbose_name="ID", serialize=False, auto_created=True, primary_key=True
-                    ),
-                ),
-                ("object_id", models.PositiveIntegerField()),
-                ("date_sent", models.DateTimeField(verbose_name="sent")),
-                (
-                    "confirmation_key",
-                    models.CharField(max_length=40, verbose_name="activation key"),
-                ),
-                (
-                    "content_type",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to="contenttypes.ContentType"
-                    ),
-                ),
+                ('id', models.AutoField(verbose_name='ID', serialize=False, auto_created=True, primary_key=True)),
+                ('object_id', models.PositiveIntegerField()),
+                ('date_sent', models.DateTimeField(verbose_name='sent')),
+                ('confirmation_key', models.CharField(max_length=40, verbose_name='activation key')),
+                ('content_type', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='contenttypes.ContentType')),
             ],
             options={
-                "verbose_name": "confirmation email",
-                "verbose_name_plural": "confirmation emails",
+                'verbose_name': 'confirmation email',
+                'verbose_name_plural': 'confirmation emails',
             },
             bases=(models.Model,),
         ),

confirmation/migrations/0002_realmcreationkey.py

@@ -1,28 +1,21 @@
+# -*- coding: utf-8 -*-
+from django.db import models, migrations
 import django.utils.timezone
-from django.db import migrations, models
 
 
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("confirmation", "0001_initial"),
+        ('confirmation', '0001_initial'),
     ]
 
     operations = [
         migrations.CreateModel(
-            name="RealmCreationKey",
+            name='RealmCreationKey',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        verbose_name="ID", serialize=False, auto_created=True, primary_key=True
-                    ),
-                ),
-                ("creation_key", models.CharField(max_length=40, verbose_name="activation key")),
-                (
-                    "date_created",
-                    models.DateTimeField(default=django.utils.timezone.now, verbose_name="created"),
-                ),
+                ('id', models.AutoField(verbose_name='ID', serialize=False, auto_created=True, primary_key=True)),
+                ('creation_key', models.CharField(max_length=40, verbose_name='activation key')),
+                ('date_created', models.DateTimeField(default=django.utils.timezone.now, verbose_name='created')),
             ],
         ),
     ]

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
 
@@ -5,16 +6,17 @@ from django.db import migrations
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("confirmation", "0002_realmcreationkey"),
+        ('confirmation', '0002_realmcreationkey'),
     ]
 
     operations = [
         migrations.CreateModel(
-            name="EmailChangeConfirmation",
-            fields=[],
+            name='EmailChangeConfirmation',
+            fields=[
+            ],
             options={
-                "proxy": True,
+                'proxy': True,
             },
-            bases=("confirmation.confirmation",),
+            bases=('confirmation.confirmation',),
         ),
     ]

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
 
@@ -5,31 +6,31 @@ from django.db import migrations, models
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("confirmation", "0003_emailchangeconfirmation"),
+        ('confirmation', '0003_emailchangeconfirmation'),
     ]
 
     operations = [
         migrations.DeleteModel(
-            name="EmailChangeConfirmation",
+            name='EmailChangeConfirmation',
         ),
         migrations.AlterModelOptions(
-            name="confirmation",
+            name='confirmation',
             options={},
         ),
         migrations.AddField(
-            model_name="confirmation",
-            name="type",
+            model_name='confirmation',
+            name='type',
             field=models.PositiveSmallIntegerField(default=1),
             preserve_default=False,
         ),
         migrations.AlterField(
-            model_name="confirmation",
-            name="confirmation_key",
+            model_name='confirmation',
+            name='confirmation_key',
             field=models.CharField(max_length=40),
         ),
         migrations.AlterField(
-            model_name="confirmation",
-            name="date_sent",
+            model_name='confirmation',
+            name='date_sent',
             field=models.DateTimeField(),
         ),
     ]

confirmation/migrations/0005_confirmation_realm.py

@@ -1,21 +1,22 @@
+# -*- 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):
 
     dependencies = [
-        ("zerver", "0124_stream_enable_notifications"),
-        ("confirmation", "0004_remove_confirmationmanager"),
+        ('zerver', '0124_stream_enable_notifications'),
+        ('confirmation', '0004_remove_confirmationmanager'),
     ]
 
     operations = [
         migrations.AddField(
-            model_name="confirmation",
-            name="realm",
-            field=models.ForeignKey(
-                null=True, on_delete=django.db.models.deletion.CASCADE, to="zerver.Realm"
-            ),
+            model_name='confirmation',
+            name='realm',
+            field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE, to='zerver.Realm'),
         ),
     ]

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
 
@@ -6,13 +8,13 @@ from django.db import migrations, models
 class Migration(migrations.Migration):
 
     dependencies = [
-        ("confirmation", "0005_confirmation_realm"),
+        ('confirmation', '0005_confirmation_realm'),
     ]
 
     operations = [
         migrations.AddField(
-            model_name="realmcreationkey",
-            name="presume_email_valid",
+            model_name='realmcreationkey',
+            name='presume_email_valid',
             field=models.BooleanField(default=False),
         ),
     ]

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")},
-        ),
-    ]

confirmation/models.py

@@ -1,24 +1,27 @@
+# -*- 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 $"
-import datetime
-import secrets
-from base64 import b32encode
-from typing import Mapping, Optional, Union
-from urllib.parse import urljoin
+__revision__ = '$Id: models.py 28 2009-10-22 15:03:02Z jarek.zgoda $'
+
+import datetime
 
-from django.conf import settings
-from django.contrib.contenttypes.fields import GenericForeignKey
-from django.contrib.contenttypes.models import ContentType
 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.lib.utils import generate_random_token
+from zerver.models import PreregistrationUser, EmailChangeStatus, MultiuseInvite, \
+    UserProfile, Realm
+from random import SystemRandom
+import string
+from typing import Any, Dict, Optional, Union
 
 class ConfirmationKeyException(Exception):
     WRONG_LENGTH = 1
@@ -29,35 +32,27 @@ class ConfirmationKeyException(Exception):
         super().__init__()
         self.error_type = error_type
 
-
-def render_confirmation_key_error(
-    request: HttpRequest, exception: ConfirmationKeyException
-) -> HttpResponse:
+def render_confirmation_key_error(request: HttpRequest, exception: ConfirmationKeyException) -> HttpResponse:
     if exception.error_type == ConfirmationKeyException.WRONG_LENGTH:
-        return render(request, "confirmation/link_malformed.html")
+        return render(request, 'confirmation/link_malformed.html')
     if exception.error_type == ConfirmationKeyException.EXPIRED:
-        return render(request, "confirmation/link_expired.html")
-    return render(request, "confirmation/link_does_not_exist.html")
-
+        return render(request, 'confirmation/link_expired.html')
+    return render(request, 'confirmation/link_does_not_exist.html')
 
 def generate_key() -> str:
+    generator = SystemRandom()
     # 24 characters * 5 bits of entropy/character = 120 bits of entropy
-    return b32encode(secrets.token_bytes(15)).decode().lower()
-
+    return ''.join(generator.choice(string.ascii_lowercase + string.digits) for _ in range(24))
 
 ConfirmationObjT = Union[MultiuseInvite, PreregistrationUser, EmailChangeStatus]
-
-
-def get_object_from_key(
-    confirmation_key: str, confirmation_type: int, activate_object: bool = True
-) -> ConfirmationObjT:
+def get_object_from_key(confirmation_key: str,
+                        confirmation_type: int) -> ConfirmationObjT:
     # Confirmation keys used to be 40 characters
     if len(confirmation_key) not in (24, 40):
         raise ConfirmationKeyException(ConfirmationKeyException.WRONG_LENGTH)
     try:
-        confirmation = Confirmation.objects.get(
-            confirmation_key=confirmation_key, type=confirmation_type
-        )
+        confirmation = Confirmation.objects.get(confirmation_key=confirmation_key,
+                                                type=confirmation_type)
     except Confirmation.DoesNotExist:
         raise ConfirmationKeyException(ConfirmationKeyException.DOES_NOT_EXIST)
 
@@ -66,53 +61,35 @@ def get_object_from_key(
         raise ConfirmationKeyException(ConfirmationKeyException.EXPIRED)
 
     obj = confirmation.content_object
-    if activate_object and hasattr(obj, "status"):
-        obj.status = getattr(settings, "STATUS_ACTIVE", 1)
-        obj.save(update_fields=["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, confirmation_type: int, url_args: Mapping[str, str] = {}
-) -> str:
-    key = generate_key()
-    realm = None
-    if hasattr(obj, "realm"):
-        realm = obj.realm
-    elif isinstance(obj, Realm):
-        realm = obj
-
-    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)
-
-
-def confirmation_url(
-    confirmation_key: str,
-    realm: Optional[Realm],
+def create_confirmation_link(obj: ContentType, host: str,
                              confirmation_type: int,
-    url_args: Mapping[str, str] = {},
-) -> str:
-    url_args = dict(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),
-    )
+                             url_args: Optional[Dict[str, str]]=None) -> str:
+    key = generate_key()
+    Confirmation.objects.create(content_object=obj, date_sent=timezone_now(), confirmation_key=key,
+                                realm=obj.realm, type=confirmation_type)
+    return confirmation_url(key, host, confirmation_type, url_args)
 
+def confirmation_url(confirmation_key: str, host: str,
+                     confirmation_type: int,
+                     url_args: Optional[Dict[str, str]]=None) -> str:
+    if url_args is None:
+        url_args = {}
+    url_args['confirmation_key'] = confirmation_key
+    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)
-    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)
+    object_id = models.PositiveIntegerField()  # type: int
+    content_object = GenericForeignKey('content_type', 'object_id')
+    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
@@ -122,54 +99,30 @@ class Confirmation(models.Model):
     SERVER_REGISTRATION = 5
     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,
-        validity_in_days: int = settings.CONFIRMATION_LINK_DEFAULT_VALIDITY_DAYS,
-    ) -> None:
+    def __init__(self, url_name: str,
+                 validity_in_days: int=settings.CONFIRMATION_LINK_DEFAULT_VALIDITY_DAYS) -> None:
         self.url_name = url_name
         self.validity_in_days = validity_in_days
 
-
 _properties = {
-    Confirmation.USER_REGISTRATION: ConfirmationType("check_prereg_key_and_redirect"),
-    Confirmation.INVITATION: ConfirmationType(
-        "check_prereg_key_and_redirect", validity_in_days=settings.INVITATION_LINK_VALIDITY_DAYS
-    ),
-    Confirmation.EMAIL_CHANGE: ConfirmationType("confirm_email_change"),
-    Confirmation.UNSUBSCRIBE: ConfirmationType(
-        "unsubscribe",
-        validity_in_days=1000000,  # should never expire
-    ),
+    Confirmation.USER_REGISTRATION: ConfirmationType('check_prereg_key_and_redirect'),
+    Confirmation.INVITATION: ConfirmationType('check_prereg_key_and_redirect',
+                                              validity_in_days=settings.INVITATION_LINK_VALIDITY_DAYS),
+    Confirmation.EMAIL_CHANGE: ConfirmationType('zerver.views.user_settings.confirm_email_change'),
+    Confirmation.UNSUBSCRIBE: ConfirmationType('zerver.views.unsubscribe.email_unsubscribe',
+                                               validity_in_days=1000000),  # should never expire
     Confirmation.MULTIUSE_INVITE: ConfirmationType(
-        "join", validity_in_days=settings.INVITATION_LINK_VALIDITY_DAYS
-    ),
-    Confirmation.REALM_CREATION: ConfirmationType("check_prereg_key_and_redirect"),
-    Confirmation.REALM_REACTIVATION: ConfirmationType("realm_reactivation"),
+        'zerver.views.registration.accounts_home_from_multiuse_invite',
+        validity_in_days=settings.INVITATION_LINK_VALIDITY_DAYS),
+    Confirmation.REALM_CREATION: ConfirmationType('check_prereg_key_and_redirect'),
 }
 
-
-def one_click_unsubscribe_link(user_profile: UserProfile, email_type: str) -> str:
-    """
-    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, Confirmation.UNSUBSCRIBE, url_args={"email_type": email_type}
-    )
-
-
 # Functions related to links generated by the generate_realm_creation_link.py
 # management command.
 # Note that being validated here will just allow the user to access the create_realm
@@ -178,8 +131,7 @@ def one_click_unsubscribe_link(user_profile: UserProfile, email_type: str) -> st
 # Arguably RealmCreationKey should just be another ConfirmationObjT and we should
 # add another Confirmation.type for this; it's this way for historical reasons.
 
-
-def validate_key(creation_key: Optional[str]) -> Optional["RealmCreationKey"]:
+def validate_key(creation_key: Optional[str]) -> Optional['RealmCreationKey']:
     """Get the record for this key, raising InvalidCreationKey if non-None but invalid."""
     if creation_key is None:
         return None
@@ -192,25 +144,23 @@ def validate_key(creation_key: Optional[str]) -> Optional["RealmCreationKey"]:
         raise RealmCreationKey.Invalid()
     return key_record
 
-
 def generate_realm_creation_url(by_admin: bool=False) -> str:
     key = generate_key()
-    RealmCreationKey.objects.create(
-        creation_key=key, date_created=timezone_now(), presume_email_valid=by_admin
-    )
-    return urljoin(
-        settings.ROOT_DOMAIN_URI,
-        reverse("create_realm", kwargs={"creation_key": key}),
-    )
-
+    RealmCreationKey.objects.create(creation_key=key,
+                                    date_created=timezone_now(),
+                                    presume_email_valid=by_admin)
+    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)
-    date_created = models.DateTimeField("created", default=timezone_now)
+    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

confirmation/settings.py

@@ -1,6 +1,9 @@
+# -*- 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 $"
+from typing import Any, Dict
+
+__revision__ = '$Id: settings.py 12 2008-11-23 19:38:52Z jarek.zgoda $'
 
 STATUS_ACTIVE = 1
-STATUS_REVOKED = 2

corporate/management/commands/process_billing_updates.py

@@ -0,0 +1,47 @@
+"""\
+Run BillingProcessors.
+
+This management command is run via supervisor. Do not run on multiple
+machines, as the code has not been made robust to race conditions from doing
+so.  (Alternatively, you can set `BILLING_PROCESSOR_ENABLED=False` on all but
+one machine to make the command have no effect.)
+"""
+
+import time
+from typing import Any
+
+from django.conf import settings
+from django.core.management.base import BaseCommand
+
+from zerver.lib.context_managers import lockfile
+from zerver.lib.management import sleep_forever
+from corporate.lib.stripe import StripeConnectionError, \
+    run_billing_processor_one_step
+from corporate.models import BillingProcessor
+
+class Command(BaseCommand):
+    help = """Run BillingProcessors, to sync billing-relevant updates into Stripe.
+
+Run this command under supervisor.
+
+Usage: ./manage.py process_billing_updates
+"""
+
+    def handle(self, *args: Any, **options: Any) -> None:
+        if not settings.BILLING_PROCESSOR_ENABLED:
+            sleep_forever()
+
+        with lockfile("/tmp/zulip_billing_processor.lockfile"):
+            while True:
+                for processor in BillingProcessor.objects.exclude(
+                        state=BillingProcessor.STALLED):
+                    try:
+                        entry_processed = run_billing_processor_one_step(processor)
+                    except StripeConnectionError:
+                        time.sleep(5*60)
+                    # Less load on the db during times of activity
+                    # and more responsiveness when the load is low
+                    if entry_processed:
+                        time.sleep(10)
+                    else:
+                        time.sleep(2)

corporate/management/commands/setup_stripe.py

@@ -0,0 +1,55 @@
+from zerver.lib.management import ZulipBaseCommand
+from corporate.models import Plan, Coupon, Customer
+from zproject.settings import get_secret
+
+from typing import Any
+
+import stripe
+stripe.api_key = get_secret('stripe_secret_key')
+
+class Command(ZulipBaseCommand):
+    help = """Script to add the appropriate products and plans to Stripe."""
+
+    def handle(self, *args: Any, **options: Any) -> None:
+        Customer.objects.all().delete()
+        Plan.objects.all().delete()
+        Coupon.objects.all().delete()
+
+        # Zulip Cloud offerings
+        product = stripe.Product.create(
+            name="Zulip Cloud Standard",
+            type='service',
+            statement_descriptor="Zulip Cloud Standard",
+            unit_label="user")
+
+        plan = stripe.Plan.create(
+            currency='usd',
+            interval='month',
+            product=product.id,
+            amount=800,
+            billing_scheme='per_unit',
+            nickname=Plan.CLOUD_MONTHLY,
+            usage_type='licensed')
+        Plan.objects.create(nickname=Plan.CLOUD_MONTHLY, stripe_plan_id=plan.id)
+
+        plan = stripe.Plan.create(
+            currency='usd',
+            interval='year',
+            product=product.id,
+            amount=8000,
+            billing_scheme='per_unit',
+            nickname=Plan.CLOUD_ANNUAL,
+            usage_type='licensed')
+        Plan.objects.create(nickname=Plan.CLOUD_ANNUAL, stripe_plan_id=plan.id)
+
+        coupon = stripe.Coupon.create(
+            duration='forever',
+            name='25% discount',
+            percent_off=25)
+        Coupon.objects.create(percent_off=25, stripe_coupon_id=coupon.id)
+
+        coupon = stripe.Coupon.create(
+            duration='forever',
+            name='85% discount',
+            percent_off=85)
+        Coupon.objects.create(percent_off=85, stripe_coupon_id=coupon.id)

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):
@@ -9,78 +11,43 @@ class Migration(migrations.Migration):
     initial = True
 
     dependencies = [
-        ("zerver", "0189_userprofile_add_some_emojisets"),
+        ('zerver', '0189_userprofile_add_some_emojisets'),
     ]
 
     operations = [
         migrations.CreateModel(
-            name="BillingProcessor",
+            name='BillingProcessor',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
-                    ),
-                ),
-                ("state", models.CharField(max_length=20)),
-                ("last_modified", models.DateTimeField(auto_now=True)),
-                (
-                    "log_row",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to="zerver.RealmAuditLog"
-                    ),
-                ),
-                (
-                    "realm",
-                    models.OneToOneField(
-                        null=True, on_delete=django.db.models.deletion.CASCADE, to="zerver.Realm"
-                    ),
-                ),
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('state', models.CharField(max_length=20)),
+                ('last_modified', models.DateTimeField(auto_now=True)),
+                ('log_row', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='zerver.RealmAuditLog')),
+                ('realm', models.OneToOneField(null=True, on_delete=django.db.models.deletion.CASCADE, to='zerver.Realm')),
             ],
         ),
         migrations.CreateModel(
-            name="Coupon",
+            name='Coupon',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
-                    ),
-                ),
-                ("percent_off", models.SmallIntegerField(unique=True)),
-                ("stripe_coupon_id", models.CharField(max_length=255, unique=True)),
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('percent_off', models.SmallIntegerField(unique=True)),
+                ('stripe_coupon_id', models.CharField(max_length=255, unique=True)),
             ],
         ),
         migrations.CreateModel(
-            name="Customer",
+            name='Customer',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
-                    ),
-                ),
-                ("stripe_customer_id", models.CharField(max_length=255, unique=True)),
-                ("has_billing_relationship", models.BooleanField(default=False)),
-                (
-                    "realm",
-                    models.OneToOneField(
-                        on_delete=django.db.models.deletion.CASCADE, to="zerver.Realm"
-                    ),
-                ),
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('stripe_customer_id', models.CharField(max_length=255, unique=True)),
+                ('has_billing_relationship', models.BooleanField(default=False)),
+                ('realm', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, to='zerver.Realm')),
             ],
         ),
         migrations.CreateModel(
-            name="Plan",
+            name='Plan',
             fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
-                    ),
-                ),
-                ("nickname", models.CharField(max_length=40, unique=True)),
-                ("stripe_plan_id", models.CharField(max_length=255, unique=True)),
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('nickname', models.CharField(max_length=40, unique=True)),
+                ('stripe_plan_id', models.CharField(max_length=255, unique=True)),
             ],
         ),
     ]

corporate/migrations/0002_customer_default_discount.py

@@ -1,18 +0,0 @@
-# Generated by Django 1.11.16 on 2018-12-12 20:19
-
-from django.db import migrations, models
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ("corporate", "0001_initial"),
-    ]
-
-    operations = [
-        migrations.AddField(
-            model_name="customer",
-            name="default_discount",
-            field=models.DecimalField(decimal_places=4, max_digits=7, null=True),
-        ),
-    ]

corporate/migrations/0003_customerplan.py

@@ -1,43 +0,0 @@
-# Generated by Django 1.11.16 on 2018-12-22 21:05
-
-import django.db.models.deletion
-from django.db import migrations, models
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ("corporate", "0002_customer_default_discount"),
-    ]
-
-    operations = [
-        migrations.CreateModel(
-            name="CustomerPlan",
-            fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
-                    ),
-                ),
-                ("licenses", models.IntegerField()),
-                ("automanage_licenses", models.BooleanField(default=False)),
-                ("charge_automatically", models.BooleanField(default=False)),
-                ("price_per_license", models.IntegerField(null=True)),
-                ("fixed_price", models.IntegerField(null=True)),
-                ("discount", models.DecimalField(decimal_places=4, max_digits=6, null=True)),
-                ("billing_cycle_anchor", models.DateTimeField()),
-                ("billing_schedule", models.SmallIntegerField()),
-                ("billed_through", models.DateTimeField()),
-                ("next_billing_date", models.DateTimeField(db_index=True)),
-                ("tier", models.SmallIntegerField()),
-                ("status", models.SmallIntegerField(default=1)),
-                (
-                    "customer",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to="corporate.Customer"
-                    ),
-                ),
-            ],
-        ),
-    ]

corporate/migrations/0004_licenseledger.py

@@ -1,35 +0,0 @@
-# Generated by Django 1.11.18 on 2019-01-19 05:01
-
-import django.db.models.deletion
-from django.db import migrations, models
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ("corporate", "0003_customerplan"),
-    ]
-
-    operations = [
-        migrations.CreateModel(
-            name="LicenseLedger",
-            fields=[
-                (
-                    "id",
-                    models.AutoField(
-                        auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
-                    ),
-                ),
-                ("is_renewal", models.BooleanField(default=False)),
-                ("event_time", models.DateTimeField()),
-                ("licenses", models.IntegerField()),
-                ("licenses_at_next_renewal", models.IntegerField(null=True)),
-                (
-                    "plan",
-                    models.ForeignKey(
-                        on_delete=django.db.models.deletion.CASCADE, to="corporate.CustomerPlan"
-                    ),
-                ),
-            ],
-        ),
-    ]

corporate/migrations/0005_customerplan_invoicing.py

@@ -1,38 +0,0 @@
-# Generated by Django 1.11.18 on 2019-01-28 13:04
-
-import django.db.models.deletion
-from django.db import migrations, models
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ("corporate", "0004_licenseledger"),
-    ]
-
-    operations = [
-        migrations.RenameField(
-            model_name="customerplan",
-            old_name="next_billing_date",
-            new_name="next_invoice_date",
-        ),
-        migrations.RemoveField(
-            model_name="customerplan",
-            name="billed_through",
-        ),
-        migrations.AddField(
-            model_name="customerplan",
-            name="invoiced_through",
-            field=models.ForeignKey(
-                null=True,
-                on_delete=django.db.models.deletion.CASCADE,
-                related_name="+",
-                to="corporate.LicenseLedger",
-            ),
-        ),
-        migrations.AddField(
-            model_name="customerplan",
-            name="invoicing_status",
-            field=models.SmallIntegerField(default=1),
-        ),
-    ]

corporate/migrations/0006_nullable_stripe_customer_id.py

@@ -1,18 +0,0 @@
-# Generated by Django 1.11.18 on 2019-01-29 01:46
-
-from django.db import migrations, models
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ("corporate", "0005_customerplan_invoicing"),
-    ]
-
-    operations = [
-        migrations.AlterField(
-            model_name="customer",
-            name="stripe_customer_id",
-            field=models.CharField(max_length=255, null=True, unique=True),
-        ),
-    ]

corporate/migrations/0007_remove_deprecated_fields.py

@@ -1,38 +0,0 @@
-# Generated by Django 1.11.18 on 2019-01-31 22:16
-
-from django.db import migrations
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ("corporate", "0006_nullable_stripe_customer_id"),
-    ]
-
-    operations = [
-        migrations.RemoveField(
-            model_name="billingprocessor",
-            name="log_row",
-        ),
-        migrations.RemoveField(
-            model_name="billingprocessor",
-            name="realm",
-        ),
-        migrations.DeleteModel(
-            name="Coupon",
-        ),
-        migrations.DeleteModel(
-            name="Plan",
-        ),
-        migrations.RemoveField(
-            model_name="customer",
-            name="has_billing_relationship",
-        ),
-        migrations.RemoveField(
-            model_name="customerplan",
-            name="licenses",
-        ),
-        migrations.DeleteModel(
-            name="BillingProcessor",
-        ),
-    ]

corporate/migrations/0008_nullable_next_invoice_date.py

@@ -1,18 +0,0 @@
-# Generated by Django 1.11.20 on 2019-04-11 00:45
-
-from django.db import migrations, models
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ("corporate", "0007_remove_deprecated_fields"),
-    ]
-
-    operations = [
-        migrations.AlterField(
-            model_name="customerplan",
-            name="next_invoice_date",
-            field=models.DateTimeField(db_index=True, null=True),
-        ),
-    ]

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),
-        ),
-    ]

corporate/models.py

@@ -1,113 +1,46 @@
 import datetime
-from decimal import Decimal
-from typing import Optional
 
 from django.db import models
-from django.db.models import CASCADE
-
-from zerver.models import Realm
 
+from zerver.models import Realm, RealmAuditLog
 
 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)
-    # A percentage, like 85.
-    default_discount: Optional[Decimal] = models.DecimalField(
-        decimal_places=4, max_digits=7, null=True
-    )
+    realm = models.OneToOneField(Realm, on_delete=models.CASCADE)  # type: Realm
+    stripe_customer_id = models.CharField(max_length=255, unique=True)  # type: str
+    # Becomes True the first time a payment successfully goes through, and never
+    # goes back to being False
+    has_billing_relationship = models.BooleanField(default=False)  # type: bool
 
     def __str__(self) -> str:
-        return f"<Customer {self.realm} {self.stripe_customer_id}>"
+        return "<Customer %s %s>" % (self.realm, self.stripe_customer_id)
 
+class Plan(models.Model):
+    # The two possible values for nickname
+    CLOUD_MONTHLY = 'monthly'
+    CLOUD_ANNUAL = 'annual'
+    nickname = models.CharField(max_length=40, unique=True)  # type: str
 
-def get_customer_by_realm(realm: Realm) -> Optional[Customer]:
-    return Customer.objects.filter(realm=realm).first()
+    stripe_plan_id = models.CharField(max_length=255, unique=True)  # type: str
 
+class Coupon(models.Model):
+    percent_off = models.SmallIntegerField(unique=True)  # type: int
+    stripe_coupon_id = models.CharField(max_length=255, unique=True)  # type: str
 
-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)
+    def __str__(self) -> str:
+        return '<Coupon: %s %s %s>' % (self.percent_off, self.stripe_coupon_id, self.id)
 
-    # 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)
+class BillingProcessor(models.Model):
+    log_row = models.ForeignKey(RealmAuditLog, on_delete=models.CASCADE)  # RealmAuditLog
+    # Exactly one processor, the global processor, has realm=None.
+    realm = models.OneToOneField(Realm, null=True, on_delete=models.CASCADE)  # type: Realm
 
-    # Discount that was applied. For display purposes only.
-    discount: Optional[Decimal] = models.DecimalField(decimal_places=4, max_digits=6, null=True)
+    DONE = 'done'
+    STARTED = 'started'
+    SKIPPED = 'skipped'  # global processor only
+    STALLED = 'stalled'  # realm processors only
+    state = models.CharField(max_length=20)  # type: str
 
-    billing_cycle_anchor: datetime.datetime = models.DateTimeField()
-    ANNUAL = 1
-    MONTHLY = 2
-    billing_schedule: int = models.SmallIntegerField()
+    last_modified = models.DateTimeField(auto_now=True)  # type: datetime.datetime
 
-    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="+"
-    )
-    DONE = 1
-    STARTED = 2
-    INITIAL_INVOICE_TO_BE_SENT = 3
-    invoicing_status: int = models.SmallIntegerField(default=DONE)
-
-    STANDARD = 1
-    PLUS = 2  # not available through self-serve signup
-    ENTERPRISE = 10
-    tier: int = models.SmallIntegerField()
-
-    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)
-
-    # TODO maybe override setattr to ensure billing_cycle_anchor, etc are immutable
-
-    @property
-    def name(self) -> str:
-        return {
-            CustomerPlan.STANDARD: "Zulip Standard",
-            CustomerPlan.PLUS: "Zulip Plus",
-            CustomerPlan.ENTERPRISE: "Zulip Enterprise",
-        }[self.tier]
-
-    def get_plan_status_as_text(self) -> str:
-        return {
-            self.ACTIVE: "Active",
-            self.DOWNGRADE_AT_END_OF_CYCLE: "Scheduled for downgrade at end of cycle",
-            self.FREE_TRIAL: "Free trial",
-            self.ENDED: "Ended",
-            self.NEVER_STARTED: "Never started",
-        }[self.status]
-
-
-def get_current_plan_by_customer(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)
-    # Also True for the initial upgrade.
-    is_renewal: bool = models.BooleanField(default=False)
-    event_time: datetime.datetime = models.DateTimeField()
-    licenses: int = models.IntegerField()
-    # 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)
+    def __str__(self) -> str:
+        return '<BillingProcessor: %s %s %s>' % (self.realm, self.log_row, self.id)

corporate/tests/stripe_fixtures.json

@@ -0,0 +1,411 @@
+{
+    "create_customer": {
+        "account_balance": 0,
+        "created": 1529990750,
+        "currency": null,
+        "default_source": "card_1Ch9gVGh0CmXqmnwv94RombT",
+        "delinquent": false,
+        "description": "zulip (Zulip Dev)",
+        "discount": {
+            "coupon": {
+                "amount_off": null,
+                "created": 1535002820,
+                "currency": null,
+                "duration": "forever",
+                "duration_in_months": null,
+                "id": "rncBblSZ",
+                "livemode": false,
+                "max_redemptions": null,
+                "metadata": {},
+                "name": "85% discount",
+                "object": "coupon",
+                "percent_off": 85.0,
+                "redeem_by": null,
+                "times_redeemed": 1,
+                "valid": true
+            },
+            "customer": "cus_DT7pd3yW0w8lF1",
+            "end": null,
+            "object": "discount",
+            "start": 1535004909,
+            "subscription": null
+        },
+        "email": "hamlet@zulip.com",
+        "id": "cus_D7OT2jf5YAtZQL",
+        "invoice_prefix": "23ABC45",
+        "livemode": false,
+        "metadata": {
+            "realm_id": "1",
+            "realm_str": "zulip"
+        },
+        "object": "customer",
+        "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": "FL",
+                    "address_zip": "33333",
+                    "address_zip_check": "pass",
+                    "brand": "Visa",
+                    "country": "US",
+                    "customer": "cus_D7OT2jf5YAtZQL",
+                    "cvc_check": "pass",
+                    "dynamic_last4": null,
+                    "exp_month": 3,
+                    "exp_year": 2033,
+                    "fingerprint": "6dAXT9VZvwro65EK",
+                    "funding": "credit",
+                    "id": "card_1Ch9gVGh0CmXqmnwv94RombT",
+                    "last4": "4242",
+                    "metadata": {},
+                    "name": "Ada Starr",
+                    "object": "card",
+                    "tokenization_method": null
+                }
+            ],
+            "has_more": false,
+            "object": "list",
+            "total_count": 1,
+            "url": "/v1/customers/cus_D7OT2jf5YAtZQL/sources"
+        },
+        "subscriptions": {}
+    },
+    "create_subscription": {
+        "application_fee_percent": null,
+        "billing": "charge_automatically",
+        "billing_cycle_anchor": 1529990751,
+        "cancel_at_period_end": false,
+        "canceled_at": null,
+        "created": 1529990751,
+        "current_period_end": 1561526751,
+        "current_period_start": 1529990751,
+        "customer": "cus_D7OT2jf5YAtZQL",
+        "days_until_due": null,
+        "discount": null,
+        "ended_at": null,
+        "id": "sub_D7OTT8FZbOPxah",
+        "items": {
+            "data": [
+                {
+                    "created": 1529990751,
+                    "id": "si_D7OTEItF5ZLN2R",
+                    "metadata": {},
+                    "object": "subscription_item",
+                    "plan": {
+                        "active": true,
+                        "aggregate_usage": null,
+                        "amount": 8000,
+                        "billing_scheme": "per_unit",
+                        "created": 1529987890,
+                        "currency": "usd",
+                        "id": "plan_Do3xCvbzO89OsR",
+                        "interval": "year",
+                        "interval_count": 1,
+                        "livemode": false,
+                        "metadata": {},
+                        "nickname": "annual",
+                        "object": "plan",
+                        "product": "prod_D7NhmicJvX2edE",
+                        "tiers": null,
+                        "tiers_mode": null,
+                        "transform_usage": null,
+                        "trial_period_days": null,
+                        "usage_type": "licensed"
+                    },
+                    "quantity": 8,
+                    "subscription": "sub_D7OTT8FZbOPxah"
+                }
+            ],
+            "has_more": false,
+            "object": "list",
+            "total_count": 1,
+            "url": "/v1/subscription_items?subscription=sub_D7OTT8FZbOPxah"
+        },
+        "livemode": false,
+        "metadata": {},
+        "object": "subscription",
+        "plan": {
+            "active": true,
+            "aggregate_usage": null,
+            "amount": 8000,
+            "billing_scheme": "per_unit",
+            "created": 1529987890,
+            "currency": "usd",
+            "id": "plan_Do3xCvbzO89OsR",
+            "interval": "year",
+            "interval_count": 1,
+            "livemode": false,
+            "metadata": {},
+            "nickname": "annual",
+            "object": "plan",
+            "product": "prod_D7NhmicJvX2edE",
+            "tiers": null,
+            "tiers_mode": null,
+            "transform_usage": null,
+            "trial_period_days": null,
+            "usage_type": "licensed"
+        },
+        "quantity": 8,
+        "start": 1529990751,
+        "status": "active",
+        "tax_percent": 0.0,
+        "trial_end": null,
+        "trial_start": null
+    },
+    "customer_with_subscription": {
+        "account_balance": 0,
+        "created": 1529990750,
+        "currency": "usd",
+        "default_source": {
+            "address_city": "Pacific",
+            "address_country": "United States",
+            "address_line1": "Under the sea",
+            "address_line1_check": "pass",
+            "address_line2": null,
+            "address_state": "FL",
+            "address_zip": "33333",
+            "address_zip_check": "pass",
+            "brand": "Visa",
+            "country": "US",
+            "customer": "cus_D7OT2jf5YAtZQL",
+            "cvc_check": "pass",
+            "dynamic_last4": null,
+            "exp_month": 3,
+            "exp_year": 2033,
+            "fingerprint": "6dAXT9VZvwro65EK",
+            "funding": "credit",
+            "id": "card_1Ch9gVGh0CmXqmnwv94RombT",
+            "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_D7OT2jf5YAtZQL",
+        "invoice_prefix": "23ABC45",
+        "livemode": false,
+        "metadata": {
+            "realm_id": "1",
+            "realm_str": "zulip"
+        },
+        "object": "customer",
+        "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": "FL",
+                    "address_zip": "33333",
+                    "address_zip_check": "pass",
+                    "brand": "Visa",
+                    "country": "US",
+                    "customer": "cus_D7OT2jf5YAtZQL",
+                    "cvc_check": "pass",
+                    "dynamic_last4": null,
+                    "exp_month": 3,
+                    "exp_year": 2033,
+                    "fingerprint": "6dAXT9VZvwro65EK",
+                    "funding": "credit",
+                    "id": "card_1Ch9gVGh0CmXqmnwv94RombT",
+                    "last4": "4242",
+                    "metadata": {},
+                    "name": "Ada Starr",
+                    "object": "card",
+                    "tokenization_method": null
+                }
+            ],
+            "has_more": false,
+            "object": "list",
+            "total_count": 1,
+            "url": "/v1/customers/cus_D7OT2jf5YAtZQL/sources"
+        },
+        "subscriptions": {
+            "data": [
+                {
+                    "application_fee_percent": null,
+                    "billing": "charge_automatically",
+                    "billing_cycle_anchor": 1529990751,
+                    "cancel_at_period_end": false,
+                    "canceled_at": null,
+                    "created": 1529990751,
+                    "current_period_end": 1561526751,
+                    "current_period_start": 1529990751,
+                    "customer": "cus_D7OT2jf5YAtZQL",
+                    "days_until_due": null,
+                    "discount": null,
+                    "ended_at": null,
+                    "id": "sub_D7OTT8FZbOPxah",
+                    "items": {
+                        "data": [
+                            {
+                                "created": 1529990751,
+                                "id": "si_D7OTEItF5ZLN2R",
+                                "metadata": {},
+                                "object": "subscription_item",
+                                "plan": {
+                                    "active": true,
+                                    "aggregate_usage": null,
+                                    "amount": 8000,
+                                    "billing_scheme": "per_unit",
+                                    "created": 1529987890,
+                                    "currency": "usd",
+                                    "id": "plan_Do3xCvbzO89OsR",
+                                    "interval": "year",
+                                    "interval_count": 1,
+                                    "livemode": false,
+                                    "metadata": {},
+                                    "nickname": "annual",
+                                    "object": "plan",
+                                    "product": "prod_D7NhmicJvX2edE",
+                                    "tiers": null,
+                                    "tiers_mode": null,
+                                    "transform_usage": null,
+                                    "trial_period_days": null,
+                                    "usage_type": "licensed"
+                                },
+                                "quantity": 8,
+                                "subscription": "sub_D7OTT8FZbOPxah"
+                            }
+                        ],
+                        "has_more": false,
+                        "object": "list",
+                        "total_count": 1,
+                        "url": "/v1/subscription_items?subscription=sub_D7OTT8FZbOPxah"
+                    },
+                    "livemode": false,
+                    "metadata": {},
+                    "object": "subscription",
+                    "plan": {
+                        "active": true,
+                        "aggregate_usage": null,
+                        "amount": 8000,
+                        "billing_scheme": "per_unit",
+                        "created": 1529987890,
+                        "currency": "usd",
+                        "id": "plan_Do3xCvbzO89OsR",
+                        "interval": "year",
+                        "interval_count": 1,
+                        "livemode": false,
+                        "metadata": {},
+                        "nickname": "annual",
+                        "object": "plan",
+                        "product": "prod_D7NhmicJvX2edE",
+                        "tiers": null,
+                        "tiers_mode": null,
+                        "transform_usage": null,
+                        "trial_period_days": null,
+                        "usage_type": "licensed"
+                    },
+                    "quantity": 8,
+                    "start": 1529990751,
+                    "status": "active",
+                    "tax_percent": 0.0,
+                    "trial_end": null,
+                    "trial_start": null
+                }
+            ],
+            "has_more": false,
+            "object": "list",
+            "total_count": 1,
+            "url": "/v1/customers/cus_D7OT2jf5YAtZQL/subscriptions"
+        }
+    },
+    "upcoming_invoice": {
+        "amount_due": 64000,
+        "amount_paid": 0,
+        "amount_remaining": 64000,
+        "application_fee": null,
+        "attempt_count": 0,
+        "attempted": false,
+        "billing": "charge_automatically",
+        "billing_reason": "upcoming",
+        "charge": null,
+        "closed": false,
+        "currency": "usd",
+        "customer": "cus_D7OT2jf5YAtZQL",
+        "date": 1561526751,
+        "description": "",
+        "discount": null,
+        "due_date": null,
+        "ending_balance": null,
+        "forgiven": false,
+        "lines": {
+            "data": [
+                {
+                    "amount": 64000,
+                    "currency": "usd",
+                    "description": "8 user \u00d7 Zulip Cloud Standard (at $80.00 / year)",
+                    "discountable": true,
+                    "id": "sub_D7OTT8FZbOPxah",
+                    "livemode": false,
+                    "metadata": {},
+                    "object": "line_item",
+                    "period": {
+                        "end": 1593149151,
+                        "start": 1561526751
+                    },
+                    "plan": {
+                        "active": true,
+                        "aggregate_usage": null,
+                        "amount": 8000,
+                        "billing_scheme": "per_unit",
+                        "created": 1529987890,
+                        "currency": "usd",
+                        "id": "plan_Do3xCvbzO89OsR",
+                        "interval": "year",
+                        "interval_count": 1,
+                        "livemode": false,
+                        "metadata": {},
+                        "nickname": "annual",
+                        "object": "plan",
+                        "product": "prod_D7NhmicJvX2edE",
+                        "tiers": null,
+                        "tiers_mode": null,
+                        "transform_usage": null,
+                        "trial_period_days": null,
+                        "usage_type": "licensed"
+                    },
+                    "proration": false,
+                    "quantity": 8,
+                    "subscription": null,
+                    "subscription_item": "si_D7OTEItF5ZLN2R",
+                    "type": "subscription"
+                }
+            ],
+            "has_more": false,
+            "object": "list",
+            "total_count": 1,
+            "url": "/v1/invoices/upcoming/lines?customer=cus_D7OT2jf5YAtZQL"
+        },
+        "livemode": false,
+        "metadata": {},
+        "next_payment_attempt": 1561530351,
+        "number": "23ABC45-0002",
+        "object": "invoice",
+        "paid": false,
+        "period_end": 1561526751,
+        "period_start": 1529990751,
+        "receipt_number": null,
+        "starting_balance": 0,
+        "statement_descriptor": null,
+        "subscription": "sub_D7OTT8FZbOPxah",
+        "subtotal": 64000,
+        "tax": 0,
+        "tax_percent": 0.0,
+        "total": 64000,
+        "webhooks_delivered_at": null
+    },
+}

corporate/tests/stripe_fixtures/attach_discount_to_realm--Charge.create.1.json

@@ -1,117 +0,0 @@
-{
-  "amount": 7200,
-  "amount_captured": 7200,
-  "amount_refunded": 0,
-  "application": null,
-  "application_fee": null,
-  "application_fee_amount": null,
-  "balance_transaction": "txn_NORMALIZED00000000000001",
-  "billing_details": {
-    "address": {
-      "city": "Pacific",
-      "country": "United States",
-      "line1": "Under the sea,",
-      "line2": null,
-      "postal_code": "33333",
-      "state": null
-    },
-    "email": null,
-    "name": "Ada Starr",
-    "phone": null
-  },
-  "calculated_statement_descriptor": "ZULIP STANDARD",
-  "captured": true,
-  "created": 1000000000,
-  "currency": "usd",
-  "customer": "cus_NORMALIZED0001",
-  "description": "Upgrade to Zulip Standard, $12.0 x 6",
-  "destination": null,
-  "dispute": null,
-  "disputed": false,
-  "failure_code": null,
-  "failure_message": null,
-  "fraud_details": {},
-  "id": "ch_NORMALIZED00000000000001",
-  "invoice": null,
-  "livemode": false,
-  "metadata": {},
-  "object": "charge",
-  "on_behalf_of": null,
-  "order": null,
-  "outcome": {
-    "network_status": "approved_by_network",
-    "reason": null,
-    "risk_level": "normal",
-    "risk_score": 0,
-    "seller_message": "Payment complete.",
-    "type": "authorized"
-  },
-  "paid": true,
-  "payment_intent": null,
-  "payment_method": "card_NORMALIZED00000000000001",
-  "payment_method_details": {
-    "card": {
-      "brand": "visa",
-      "checks": {
-        "address_line1_check": "pass",
-        "address_postal_code_check": "pass",
-        "cvc_check": "pass"
-      },
-      "country": "US",
-      "exp_month": 3,
-      "exp_year": 2033,
-      "fingerprint": "NORMALIZED000001",
-      "funding": "credit",
-      "installments": null,
-      "last4": "4242",
-      "network": "visa",
-      "three_d_secure": null,
-      "wallet": null
-    },
-    "type": "card"
-  },
-  "receipt_email": "hamlet@zulip.com",
-  "receipt_number": null,
-  "receipt_url": "https://pay.stripe.com/receipts/acct_NORMALIZED000001/ch_NORMALIZED00000000000001/rcpt_NORMALIZED000000000000000000001",
-  "refunded": false,
-  "refunds": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/charges/ch_NORMALIZED00000000000001/refunds"
-  },
-  "review": null,
-  "shipping": null,
-  "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
-  },
-  "source_transfer": null,
-  "statement_descriptor": "Zulip Standard",
-  "statement_descriptor_suffix": null,
-  "status": "succeeded",
-  "transfer_data": null,
-  "transfer_group": null
-}

corporate/tests/stripe_fixtures/attach_discount_to_realm--Charge.create.2.json

@@ -1,117 +0,0 @@
-{
-  "amount": 36000,
-  "amount_captured": 36000,
-  "amount_refunded": 0,
-  "application": null,
-  "application_fee": null,
-  "application_fee_amount": null,
-  "balance_transaction": "txn_NORMALIZED00000000000002",
-  "billing_details": {
-    "address": {
-      "city": "Pacific",
-      "country": "United States",
-      "line1": "Under the sea,",
-      "line2": null,
-      "postal_code": "33333",
-      "state": null
-    },
-    "email": null,
-    "name": "Ada Starr",
-    "phone": null
-  },
-  "calculated_statement_descriptor": "ZULIP STANDARD",
-  "captured": true,
-  "created": 1000000000,
-  "currency": "usd",
-  "customer": "cus_NORMALIZED0001",
-  "description": "Upgrade to Zulip Standard, $60.0 x 6",
-  "destination": null,
-  "dispute": null,
-  "disputed": false,
-  "failure_code": null,
-  "failure_message": null,
-  "fraud_details": {},
-  "id": "ch_NORMALIZED00000000000002",
-  "invoice": null,
-  "livemode": false,
-  "metadata": {},
-  "object": "charge",
-  "on_behalf_of": null,
-  "order": null,
-  "outcome": {
-    "network_status": "approved_by_network",
-    "reason": null,
-    "risk_level": "normal",
-    "risk_score": 0,
-    "seller_message": "Payment complete.",
-    "type": "authorized"
-  },
-  "paid": true,
-  "payment_intent": null,
-  "payment_method": "card_NORMALIZED00000000000002",
-  "payment_method_details": {
-    "card": {
-      "brand": "visa",
-      "checks": {
-        "address_line1_check": "pass",
-        "address_postal_code_check": "pass",
-        "cvc_check": "pass"
-      },
-      "country": "US",
-      "exp_month": 3,
-      "exp_year": 2033,
-      "fingerprint": "NORMALIZED000001",
-      "funding": "credit",
-      "installments": null,
-      "last4": "4242",
-      "network": "visa",
-      "three_d_secure": null,
-      "wallet": null
-    },
-    "type": "card"
-  },
-  "receipt_email": "hamlet@zulip.com",
-  "receipt_number": null,
-  "receipt_url": "https://pay.stripe.com/receipts/acct_NORMALIZED000001/ch_NORMALIZED00000000000002/rcpt_NORMALIZED000000000000000000002",
-  "refunded": false,
-  "refunds": {
-    "data": [],
-    "has_more": false,
-    "object": "list",
-    "total_count": 0,
-    "url": "/v1/charges/ch_NORMALIZED00000000000002/refunds"
-  },
-  "review": null,
-  "shipping": null,
-  "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_NORMALIZED00000000000002",
-    "last4": "4242",
-    "metadata": {},
-    "name": "Ada Starr",
-    "object": "card",
-    "tokenization_method": null
-  },
-  "source_transfer": null,
-  "statement_descriptor": "Zulip Standard",
-  "statement_descriptor_suffix": null,
-  "status": "succeeded",
-  "transfer_data": null,
-  "transfer_group": null
-}

corporate/tests/stripe_fixtures/attach_discount_to_realm--Charge.list.1.json

@@ -1,118 +0,0 @@
-{
-  "data": [
-    {
-      "amount": 7200,
-      "amount_captured": 7200,
-      "amount_refunded": 0,
-      "application": null,
-      "application_fee": null,
-      "application_fee_amount": null,
-      "balance_transaction": "txn_NORMALIZED00000000000001",
-      "billing_details": {
-        "address": {
-          "city": "Pacific",
-          "country": "United States",
-          "line1": "Under the sea,",
-          "line2": null,
-          "postal_code": "33333",
-          "state": null
-        },
-        "email": null,
-        "name": "Ada Starr",
-        "phone": null
-      },
-      "calculated_statement_descriptor": "ZULIP STANDARD",
-      "captured": true,
-      "created": 1000000000,
-      "currency": "usd",
-      "customer": "cus_NORMALIZED0001",
-      "description": "Upgrade to Zulip Standard, $12.0 x 6",
-      "destination": null,
-      "dispute": null,
-      "disputed": false,
-      "failure_code": null,
-      "failure_message": null,
-      "fraud_details": {},
-      "id": "ch_NORMALIZED00000000000001",
-      "invoice": null,
-      "livemode": false,
-      "metadata": {},
-      "object": "charge",
-      "on_behalf_of": null,
-      "order": null,
-      "outcome": {
-        "network_status": "approved_by_network",
-        "reason": null,
-        "risk_level": "normal",
-        "risk_score": 0,
-        "seller_message": "Payment complete.",
-        "type": "authorized"
-      },
-      "paid": true,
-      "payment_intent": null,
-      "payment_method": "card_NORMALIZED00000000000001",
-      "payment_method_details": {
-        "card": {
-          "brand": "visa",
-          "checks": {
-            "address_line1_check": "pass",
-            "address_postal_code_check": "pass",
-            "cvc_check": "pass"
-          },
-          "country": "US",
-          "exp_month": 3,
-          "exp_year": 2033,
-          "fingerprint": "NORMALIZED000001",
-          "funding": "credit",
-          "installments": null,
-          "last4": "4242",
-          "network": "visa",
-          "three_d_secure": null,
-          "wallet": null
-        },
-        "type": "card"
-      },
-      "receipt_email": "hamlet@zulip.com",
-      "receipt_number": null,
-      "receipt_url": "https://pay.stripe.com/receipts/acct_NORMALIZED000001/ch_NORMALIZED00000000000001/rcpt_NORMALIZED000000000000000000001",
-      "refunded": false,
-      "refunds": {},
-      "review": null,
-      "shipping": null,
-      "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
-      },
-      "source_transfer": null,
-      "statement_descriptor": "Zulip Standard",
-      "statement_descriptor_suffix": null,
-      "status": "succeeded",
-      "transfer_data": null,
-      "transfer_group": null
-    }
-  ],
-  "has_more": false,
-  "object": "list",
-  "url": "/v1/charges"
-}

corporate/tests/stripe_fixtures/attach_discount_to_realm--Charge.list.2.json

@@ -1,229 +0,0 @@
-{
-  "data": [
-    {
-      "amount": 36000,
-      "amount_captured": 36000,
-      "amount_refunded": 0,
-      "application": null,
-      "application_fee": null,
-      "application_fee_amount": null,
-      "balance_transaction": "txn_NORMALIZED00000000000002",
-      "billing_details": {
-        "address": {
-          "city": "Pacific",
-          "country": "United States",
-          "line1": "Under the sea,",
-          "line2": null,
-          "postal_code": "33333",
-          "state": null
-        },
-        "email": null,
-        "name": "Ada Starr",
-        "phone": null
-      },
-      "calculated_statement_descriptor": "ZULIP STANDARD",
-      "captured": true,
-      "created": 1000000000,
-      "currency": "usd",
-      "customer": "cus_NORMALIZED0001",
-      "description": "Upgrade to Zulip Standard, $60.0 x 6",
-      "destination": null,
-      "dispute": null,
-      "disputed": false,
-      "failure_code": null,
-      "failure_message": null,
-      "fraud_details": {},
-      "id": "ch_NORMALIZED00000000000002",
-      "invoice": null,
-      "livemode": false,
-      "metadata": {},
-      "object": "charge",
-      "on_behalf_of": null,
-      "order": null,
-      "outcome": {
-        "network_status": "approved_by_network",
-        "reason": null,
-        "risk_level": "normal",
-        "risk_score": 0,
-        "seller_message": "Payment complete.",
-        "type": "authorized"
-      },
-      "paid": true,
-      "payment_intent": null,
-      "payment_method": "card_NORMALIZED00000000000002",
-      "payment_method_details": {
-        "card": {
-          "brand": "visa",
-          "checks": {
-            "address_line1_check": "pass",
-            "address_postal_code_check": "pass",
-            "cvc_check": "pass"
-          },
-          "country": "US",
-          "exp_month": 3,
-          "exp_year": 2033,
-          "fingerprint": "NORMALIZED000001",
-          "funding": "credit",
-          "installments": null,
-          "last4": "4242",
-          "network": "visa",
-          "three_d_secure": null,
-          "wallet": null
-        },
-        "type": "card"
-      },
-      "receipt_email": "hamlet@zulip.com",
-      "receipt_number": null,
-      "receipt_url": "https://pay.stripe.com/receipts/acct_NORMALIZED000001/ch_NORMALIZED00000000000002/rcpt_NORMALIZED000000000000000000002",
-      "refunded": false,
-      "refunds": {},
-      "review": null,
-      "shipping": null,
-      "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_NORMALIZED00000000000002",
-        "last4": "4242",
-        "metadata": {},
-        "name": "Ada Starr",
-        "object": "card",
-        "tokenization_method": null
-      },
-      "source_transfer": null,
-      "statement_descriptor": "Zulip Standard",
-      "statement_descriptor_suffix": null,
-      "status": "succeeded",
-      "transfer_data": null,
-      "transfer_group": null
-    },
-    {
-      "amount": 7200,
-      "amount_captured": 7200,
-      "amount_refunded": 0,
-      "application": null,
-      "application_fee": null,
-      "application_fee_amount": null,
-      "balance_transaction": "txn_NORMALIZED00000000000001",
-      "billing_details": {
-        "address": {
-          "city": "Pacific",
-          "country": "United States",
-          "line1": "Under the sea,",
-          "line2": null,
-          "postal_code": "33333",
-          "state": null
-        },
-        "email": null,
-        "name": "Ada Starr",
-        "phone": null
-      },
-      "calculated_statement_descriptor": "ZULIP STANDARD",
-      "captured": true,
-      "created": 1000000000,
-      "currency": "usd",
-      "customer": "cus_NORMALIZED0001",
-      "description": "Upgrade to Zulip Standard, $12.0 x 6",
-      "destination": null,
-      "dispute": null,
-      "disputed": false,
-      "failure_code": null,
-      "failure_message": null,
-      "fraud_details": {},
-      "id": "ch_NORMALIZED00000000000001",
-      "invoice": null,
-      "livemode": false,
-      "metadata": {},
-      "object": "charge",
-      "on_behalf_of": null,
-      "order": null,
-      "outcome": {
-        "network_status": "approved_by_network",
-        "reason": null,
-        "risk_level": "normal",
-        "risk_score": 0,
-        "seller_message": "Payment complete.",
-        "type": "authorized"
-      },
-      "paid": true,
-      "payment_intent": null,
-      "payment_method": "card_NORMALIZED00000000000001",
-      "payment_method_details": {
-        "card": {
-          "brand": "visa",
-          "checks": {
-            "address_line1_check": "pass",
-            "address_postal_code_check": "pass",
-            "cvc_check": "pass"
-          },
-          "country": "US",
-          "exp_month": 3,
-          "exp_year": 2033,
-          "fingerprint": "NORMALIZED000001",
-          "funding": "credit",
-          "installments": null,
-          "last4": "4242",
-          "network": "visa",
-          "three_d_secure": null,
-          "wallet": null
-        },
-        "type": "card"
-      },
-      "receipt_email": "hamlet@zulip.com",
-      "receipt_number": null,
-      "receipt_url": "https://pay.stripe.com/receipts/acct_NORMALIZED000001/ch_NORMALIZED00000000000001/rcpt_NORMALIZED000000000000000000001",
-      "refunded": false,
-      "refunds": {},
-      "review": null,
-      "shipping": null,
-      "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
-      },
-      "source_transfer": null,
-      "statement_descriptor": "Zulip Standard",
-      "statement_descriptor_suffix": null,
-      "status": "succeeded",
-      "transfer_data": null,
-      "transfer_group": null
-    }
-  ],
-  "has_more": false,
-  "object": "list",
-  "url": "/v1/charges"
-}

corporate/tests/stripe_fixtures/attach_discount_to_realm--Customer.create.1.json

@@ -1,80 +0,0 @@
-{
-  "account_balance": 0,
-  "address": null,
-  "balance": 0,
-  "created": 1000000000,
-  "currency": null,
-  "default_source": "card_NORMALIZED00000000000001",
-  "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
-}