diff --git a/.flake8 b/.flake8 new file mode 100644 index 0000000..6012984 --- /dev/null +++ b/.flake8 @@ -0,0 +1,10 @@ +[flake8] +exclude = + .git, + __pycache__, + .venv +ignore=E203, W503, G200 # incompatible with black +per-file-ignores = + streamlit_sync/__init__.py:F401 + streamlit_sync/st_hack.py:F401 +max-line-length = 88 \ No newline at end of file diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml new file mode 100644 index 0000000..2bd27f7 --- /dev/null +++ b/.github/workflows/publish.yml @@ -0,0 +1,32 @@ +# Taken from https://github.com/whitphx/streamlit-server-state/blob/main/.github/workflows/publish.yml +name: Upload Python Package + +on: + release: + types: [published] + +jobs: + deploy: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v2.4.0 + + - name: Set up Python + uses: actions/setup-python@v2.3.1 + with: + python-version: "3.10" + + - name: Install poetry + run: | + curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python - + echo "$HOME/.poetry/bin" >> $GITHUB_PATH + + - name: Install Python dependencies + run: poetry install + + - name: Build and publish + env: + PYPI_TOKEN: ${{ secrets.PYPI_TOKEN }} + run: | + poetry publish --build -u __token__ -p ${PYPI_TOKEN} diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml new file mode 100644 index 0000000..4a0cd2e --- /dev/null +++ b/.github/workflows/tests.yml @@ -0,0 +1,74 @@ +# Taken from https://github.com/whitphx/streamlit-server-state/blob/main/.github/workflows/tests.yml +name: Tests + +on: + push: + branches: [main] + pull_request: + branches: [main] + +jobs: + build: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: [3.7, 3.8, 3.9] + streamlit-version: [null] + include: + - python-version: 3.9 + streamlit-version: 1.0.0 + - python-version: 3.9 + streamlit-version: 1.7.0 + - python-version: 3.9 + streamlit-version: 1.8.0 + + steps: + - uses: actions/checkout@v2 + + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v2 + with: + python-version: ${{ matrix.python-version }} + + - name: Install poetry + run: | + curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python - + echo "$HOME/.poetry/bin" >> $GITHUB_PATH + + # Ref: https://github.com/python-poetry/poetry/blob/de0b32c245c72568cf546090600d4626917cd3a4/.github/workflows/main.yml#L46-L60 + - name: Configure poetry + run: poetry config virtualenvs.in-project true + - name: Set up cache + uses: actions/cache@v2.1.7 + id: cache + with: + path: .venv + key: venv-${{ runner.os }}-${{ steps.full-python-version.outputs.version }}-${{ hashFiles('**/poetry.lock') }} + - name: Ensure cache is healthy + if: steps.cache.outputs.cache-hit == 'true' + shell: bash + run: timeout 10s poetry run pip --version || rm -rf .venv + + - name: Install a specific version of Streamlit + if: ${{ matrix.streamlit-version }} + run: poetry add -D streamlit=="${STREAMLIT_VERSION}" + env: + STREAMLIT_VERSION: ${{ matrix.streamlit-version }} + + - name: Install dependencies + run: poetry install + + - name: Lint with black, isort, and flake8 + run: | + poetry run black . --check + poetry run isort . --check + poetry run flake8 + + # Mypy checks currently not working on all versions of streamlit + # - name: Type checking with mypy + # run: | + # poetry run mypy streamlit_sync + + - name: Test with pytest + run: | + poetry run pytest streamlit_sync_tests diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..eec3d75 --- /dev/null +++ b/.gitignore @@ -0,0 +1,163 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +pip-wheel-metadata/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + + +# Created by https://www.toptal.com/developers/gitignore/api/macos +# Edit at https://www.toptal.com/developers/gitignore?templates=macos + +### macOS ### +# General +.DS_Store +.AppleDouble +.LSOverride + +# Icon must end with two \r +Icon + + +# Thumbnails +._* + +# Files that might appear in the root of a volume +.DocumentRevisions-V100 +.fseventsd +.Spotlight-V100 +.TemporaryItems +.Trashes +.VolumeIcon.icns +.com.apple.timemachine.donotpresent + +# Directories potentially created on remote AFP share +.AppleDB +.AppleDesktop +Network Trash Folder +Temporary Items +.apdisk + +# End of https://www.toptal.com/developers/gitignore/api/macos diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..75872d5 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,23 @@ +{ + "editor.formatOnSave": true, + "editor.rulers": [ + 88 + ], + "python.formatting.provider": "black", + "python.linting.enabled": true, + "python.linting.flake8Enabled": true, + "python.linting.mypyEnabled": true, + "python.linting.pylintEnabled": false, + "python.pythonPath": ".venv/bin/python", + "[python]": { + "editor.codeActionsOnSave": { + "source.organizeImports": true + } + }, + "python.testing.unittestEnabled": false, + "python.testing.nosetestsEnabled": false, + "python.testing.pytestEnabled": true, + "cSpell.words": [ + "streamlit" + ], +} \ No newline at end of file diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..ea8f04b --- /dev/null +++ b/LICENSE @@ -0,0 +1,19 @@ +Copyright (c) 2022 Wauplin + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR +OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE +OR OTHER DEALINGS IN THE SOFTWARE. \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..6211937 --- /dev/null +++ b/README.md @@ -0,0 +1,143 @@ +# streamlit-sync + +A library to easily synchronize dashboards across streamlit sessions. + +```py +import streamlit as st + +import streamlit_sync + +room_name = streamlit_sync.select_room_widget() + +with streamlit_sync.sync(room_name): + y = st.slider("Select a value") + st.write(y, "squared is", y * y) +``` + +A more complete example app can be found in `./toy_example.py`. + +![](images/demo.gif) + +# Why ? + +The initial goal was to be able to share a dashboard on which anyone can interact. Each user sees the effects of other users on their dashboard. + +Potential use cases are: +- In a meeting/presentation, it can be a solution to avoid having 1 user sharing its screen to others and making all the manipulations. +- Small games or chats can be implemented this way. +- It can be a way to "save" locally exact interesting parameters for a presentation. At the moment, it is not possible to store sessions on local drive but it should be a simple improvement to have. +- etc. + +# Disclaimers + +## Use it at your own risk + +- `streamlit-sync` is using internal APIs of Streamlit that are not meant to be public. It is not guaranteed that it will work on future versions. +- `streamlit-sync` is not designed to be particularly efficient. A synced version of your dashboard is an even better incentive to use streamlit caching. +- Robustness of this library is not guaranteed when used with a lot of concurrent sessions. +- `streamlit-sync` is not well covered by tests. It would require to have end-to-end tests with several sessions but that's not done. + +## Related work + +([streamlit-server-state](https://github.com/whitphx/streamlit-server-state)) is another library doing a similar job. It is used to have server-side state. The idea of `streamlit-sync` is to also sync the widgets themselves. + +# Features + +## Thread-safety + +Each room uses its own lock (from python `threading` lib). Only 1 session per room can read/write the values of the room at a time. I don't know how this would impact the usability if a large amount of sessions are connected to the same room. + +Each room keeps in memory the latest snapshot of values with a timestamp. A session can only update a value if it already had the latest data. This means if 2 different sessions make an action on the dashboard at the same time, 1 action will most likely be lost. +## How to handle rooms ? + +In order to sync data, you need to enter a room. The easiest way of doing it is to use the same room for every session. + +```py +import streamlit as st + +import streamlit_sync + +with streamlit_sync.sync("default_room"): + app() +``` + +### Select room from the UI + +#### With the default UI + +An alternative is to select the room to enter directly from the UI using the `streamlit_sync.select_room_widget()` method. It will create a simple form on the sidebar in which you can choose an existing room from the list or create a new one. Once in a room, you can exit from it. Values of the room are still kept on the server but removed from the session. + +```py +import streamlit as st + +import streamlit_sync + +room_name = streamlit_sync.select_room_widget() + +with streamlit_sync.sync(room_name): + app() +``` + +**Note:** the number of active sessions per room is indicative must not always exact. If a session closes, the server will notice it only when another session with trigger a sync in this room. + +#### Build your own UI + +Instead of using the default UI with `select_room_widget`, you can build your own using `streamlit_sync.rooms.enter_room(room_name)` and `streamlit_sync.rooms.exit_room()`. + +## How to sync only specific widgets/values ? + +By default, all widgets and values are synced. It is possible to restrain some widget as "private" by defining its own not-synced key: + +```py +x = st.slider("Select a value", key=streamlit_sync.get_not_synced_key("key")) +``` + +The same is also possible for state values: +```py +synced_key = "my_custom_key" +username = streamlit_sync.get_not_synced_key("username") + +st.session_state[synced_key] = 42 # All sessions will be synced with this value +st.session_state[username] = "Adrien Treuille" # Each session can store its own username +``` + +## Action widgets + +Some widgets are processed a bit differently by streamlit-sync, in particular buttons and form. + +### Buttons + +To avoid duplicate actions, buttons are never synced with the room. In order to sync a button, you will need to set a state value. + + +In this example, balloons with be send only on the session that clicked the button. +```py +# Action is not shared ! +if st.button(label="Send balloons"): + st.balloons() +``` + +Here is an example that syncs the result of the action. +```py +# Nb of clicks is synced, not the action. ! +if st.session_state.get("NB_CLICKS") is None: + st.session_state["NB_CLICKS"] = 0 + +if st.button(label="click"): + st.session_state["NB_CLICKS"] += 1 + +st.write("Clicked **" + str(st.session_state["NB_CLICKS"]) + "** times !") +``` + +### Forms + +Form data is synced only when the submit button is clicked, which is the intended use of forms. Same as for the buttons, the "submit action" is not synced, only the data. + +**Note: there is currently a bug in how the forms are synced. The fields are cleared only in the session that submitted the data.** +# Future improvements + +- Test the library and especially the UI. At the moment, the sync between 2 sessions is only manually tested. +- Make an option to sync/not sync values by default. At the moment, all values are synced by default except if explicitly mentioned as "not synced". If would be good to be able to optionally set all values as private except if explicitly synced. +- Store state on local drive. That is one of the main purpose why I built this tool. The idea would be to be able to store and retrieve streamlit sessions even after a restart. It will most likely work only on pickle-able data. +- Have a read-write/read-only mechanism with which some "admin" sessions could interacts with the widgets and some "normal users" could just see the current dashboard. +- Any other ideas are welcome :) \ No newline at end of file diff --git a/images/demo.gif b/images/demo.gif new file mode 100644 index 0000000..eae5bbd Binary files /dev/null and b/images/demo.gif differ diff --git a/mypy.ini b/mypy.ini new file mode 100644 index 0000000..efa9673 --- /dev/null +++ b/mypy.ini @@ -0,0 +1,6 @@ +[mypy] +exclude = .venv +disallow_untyped_defs=True +ignore_missing_imports=True +python_version = 3.8 +warn_unused_configs = True \ No newline at end of file diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..368bdfa --- /dev/null +++ b/poetry.lock @@ -0,0 +1,2258 @@ +[[package]] +name = "altair" +version = "4.2.0" +description = "Altair: A declarative statistical visualization library for Python." +category = "main" 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+description = "" +authors = ["Wauplin "] +license = "MIT" +readme = "README.md" +# repository = "https://github.com/Wauplin" + +[tool.poetry.dependencies] +python = "^3.7" +streamlit = "^1.0.0" + +[tool.poetry.dev-dependencies] +black = "^21.12b0" +mypy = "^0.931" +flake8 = "^4.0.1" +isort = "^5.10.1" +flake8-bugbear = "^22.1.11" +pytest = "^6.2.5" + +[build-system] +requires = ["poetry-core>=1.0.0"] +build-backend = "poetry.core.masonry.api" + +[tool.black] +include = '\.pyi?$' +exclude = ''' +/( + \.git + | \.hg + | \.mypy_cache + | \.tox + | \.venv + | _build + | buck-out + | build + | dist +)/ +''' + +[tool.isort] +include_trailing_comma = true +multi_line_output = 3 +line_length = 88 +skip = ['.venv'] diff --git a/streamlit_sync/__init__.py b/streamlit_sync/__init__.py new file mode 100644 index 0000000..d9616bd --- /dev/null +++ b/streamlit_sync/__init__.py @@ -0,0 +1,23 @@ +from .rooms import delete_room, enter_room, exit_room +from .synced_state import get_synced_state as _get_synced_state +from .ui import select_room_widget +from .utils import get_not_synced_key + + +class sync: + """Sync your Streamlit app with other sessions of the room !""" + + def __init__(self, room_name: str) -> None: + self.room_name = room_name + self._inner_sync() + + def __enter__(self) -> "sync": + return self + + def __exit__(self, type, value, traceback) -> None: # type: ignore + self._inner_sync() + + def _inner_sync(self) -> None: + synced_state = _get_synced_state(self.room_name) + synced_state.register_session() + synced_state.sync() diff --git a/streamlit_sync/exceptions.py b/streamlit_sync/exceptions.py new file mode 100644 index 0000000..016bdaf --- /dev/null +++ b/streamlit_sync/exceptions.py @@ -0,0 +1,5 @@ +"""Define exceptions.""" + + +class StreamlitSyncException(Exception): + """Any exception happening with Streamlit Sync.""" diff --git a/streamlit_sync/rooms.py b/streamlit_sync/rooms.py new file mode 100644 index 0000000..06ae598 --- /dev/null +++ b/streamlit_sync/rooms.py @@ -0,0 +1,40 @@ +"""High level API to manage rooms.""" + +import streamlit as st + +from . import st_hack +from .exceptions import StreamlitSyncException +from .synced_state import get_synced_state +from .utils import LAST_SYNCED_KEY, ROOM_NAME_KEY + + +def enter_room(room_name: str) -> None: + """Enter a room from current session (register and rerun).""" + st.session_state[ROOM_NAME_KEY] = room_name + st.experimental_rerun() + + +def exit_room() -> None: + """Exit room from current session (unregister, reset values and rerun).""" + # Forget the room + try: + room_name = st.session_state.pop(ROOM_NAME_KEY) + except KeyError: + raise StreamlitSyncException("Cannot exit a room: currently not in a room.") + + del st.session_state[LAST_SYNCED_KEY] + + # Unregister from room + synced_state = get_synced_state(room_name) + synced_state.unregister_session() + + # Reset values set by room + st_hack.del_internal_values(synced_state.state.keys()) + + # Rerun to re-update frontend accordingly + st.experimental_rerun() + + +def delete_room(room_name: str) -> None: + """Delete a room.""" + get_synced_state(room_name).delete() diff --git a/streamlit_sync/st_hack.py b/streamlit_sync/st_hack.py new file mode 100644 index 0000000..a71418d --- /dev/null +++ b/streamlit_sync/st_hack.py @@ -0,0 +1,151 @@ +"""Module that contains all calls to internal APIs of Streamlit. + +It is most likely that this module will break in future updates of Streamlit. +""" +import re +from typing import Any, Iterable, Mapping, Optional, Tuple + +from streamlit.server.server import Server +from streamlit.state.session_state import ( + GENERATED_WIDGET_KEY_PREFIX, + STREAMLIT_INTERNAL_KEY_PREFIX, + SessionState, +) + +from .exceptions import StreamlitSyncException + +try: + from streamlit.state.auto_session_state import get_session_state +except ImportError: + # streamlit < 1.7 + from streamlit.state.session_state import get_session_state + +try: + from streamlit.scriptrunner import get_script_run_ctx +except ImportError: + try: + # streamlit < 1.7 + from streamlit.script_run_context import get_script_run_ctx + except ImportError: + # streamlit < 1.4 + from streamlit.report_thread import get_report_ctx as get_script_run_ctx + + +try: + from streamlit.state.session_state import _is_keyed_widget_id +except ImportError: + from streamlit.state.session_state import is_keyed_widget_id as _is_keyed_widget_id + + +_WIDGET_ID_REGEX = re.compile( + re.escape(GENERATED_WIDGET_KEY_PREFIX) + r"-[0-9a-f]{32}-(?P.*)" +) + + +def widget_id_to_user_key(widget_id: str) -> str: + """Return user key if widget is a keyed-widget, else the widget id itself.""" + if _is_keyed_widget_id(widget_id): + match = _WIDGET_ID_REGEX.match(widget_id) + if match is None: + # If broken, look at implementation in + # - https://github.com/streamlit/streamlit/blob/develop/lib/streamlit/state/widgets.py#L258 # noqa: E501 + # - https://github.com/streamlit/streamlit/blob/d07ffac8927e1a35b34684b55222854b3dd5a9a7/lib/streamlit/state/widgets.py#L258 # noqa: E501 + raise StreamlitSyncException( + "Broken streamlit-sync library: Streamlit has most likely " + "changed the widget id generation." + ) + return match["user_key"] + return widget_id + + +# Monkeypatch SessionState +if not getattr(SessionState, "_is_patched_by_streamlit_sync", False): + + def _always_set_frontend_value_if_changed( + self: SessionState, widget_id: str, user_key: Optional[str] + ) -> bool: + """Keep `widget_state` and `session_state` in sync when a widget is registered. + + By default if a value has changed, the frontend widget will be updated only if + it's a user-keyed-widget. I guess this is done because user-keyed-widget can + be manually updated from st.session_state but not the "implicitly-keyed" + widgets. + + In our case, we want to update the frontend for any value change. + + See: + - Streamlit >= 1.8 + - https://github.com/streamlit/streamlit/blob/develop/lib/streamlit/state/session_state.py#L599 # noqa: E501 + - https://github.com/streamlit/streamlit/blob/d07ffac8927e1a35b34684b55222854b3dd5a9a7/lib/streamlit/state/session_state.py#L599 # noqa: E501 + + - Streamlit <= 1.7 + - https://github.com/streamlit/streamlit/blob/1.7.0/lib/streamlit/state/session_state.py#L596 # noqa: E501 + - https://github.com/streamlit/streamlit/blob/a3f1cef8e23a97188710b71c4cf927f4783f58c5/lib/streamlit/state/session_state.py#L596 # noqa: E501 + """ + return self.is_new_state_value(user_key or widget_id) + + # For Streamlit >= 1.8 + initial_register_widget = getattr(SessionState, "register_widget", None) + if initial_register_widget is not None: + + def _patched_register_widget( + self: Any, metadata: Any, widget_id: str, user_key: Optional[str] + ) -> Tuple[Any, bool]: + assert initial_register_widget is not None + widget_value, _ = initial_register_widget( + self, metadata, widget_id, user_key + ) + return widget_value, _always_set_frontend_value_if_changed( + self, widget_id, user_key + ) + + SessionState.register_widget = _patched_register_widget + + # For streamlit < 1.8 + SessionState.should_set_frontend_state_value = _always_set_frontend_value_if_changed + + # Patch only once + SessionState._is_patched_by_streamlit_sync = True + + +def get_session_id() -> str: + """Return current session id.""" + ctx = get_script_run_ctx() + assert ctx is not None # TODO: confirm this is true + return ctx.session_id + + +def is_trigger_value(key: str, internal_session_state: SessionState) -> bool: + """Return True if widget is a of type "trigger_value" (e.g. a button). + + We don't want to propagate the effect of the button to avoid performing twice the + action. + """ + widget_metadata = internal_session_state._new_widget_state.widget_metadata + if key in widget_metadata: + return widget_metadata[key].value_type == "trigger_value" + return False + + +def is_form_submitter_value(key: str) -> bool: + """Check if the widget key refers to a submit button from a form. + + In this case, value is not synced. + + Example: 'FormSubmitter:my_form-Submit' + """ + return "FormSubmitter" in key and "-Submit" in key + + +def set_internal_values(mapping: Mapping[str, Any]) -> None: + """Set values to the streamlit internal session state.""" + internal_state = get_session_state() + for key, value in mapping.items(): + internal_state[widget_id_to_user_key(key)] = value + + +def del_internal_values(keys: Iterable[str]) -> None: + """Delete values from the streamlit internal session state.""" + internal_state = get_session_state() + for key in keys: + del internal_state[widget_id_to_user_key(key)] diff --git a/streamlit_sync/synced_state.py b/streamlit_sync/synced_state.py new file mode 100644 index 0000000..20307cc --- /dev/null +++ b/streamlit_sync/synced_state.py @@ -0,0 +1,155 @@ +from datetime import datetime +from itertools import chain +from threading import Lock +from typing import Any, Dict, Set + +import streamlit as st + +from . import st_hack +from .utils import LAST_SYNCED_KEY, is_synced + + +@st.experimental_singleton +def get_existing_room_names() -> Set[str]: + """Singleton containing all existing room names.""" + return set() + + +@st.experimental_singleton +def get_synced_state(room_name: str) -> "_SyncedState": + """Return the room synced state. + + Each room is a singleton, synced by all connected sessions.""" + return _SyncedState(room_name=room_name) + + +class _SyncedState: + def __init__(self, room_name: str) -> None: + self.room_name: str = room_name + self._lock: Lock = Lock() + self.reset() + + def __repr__(self) -> str: + return ( + "" + ) + + @property + def nb_active_sessions(self) -> int: + """Return estimated number of action sessions. + + Might not be exact if a session has disconnected since last rerun. + """ + return len(self._registered_sessions) + + def reset(self) -> None: + """Reset the room values.""" + with self._lock: + self.last_updated: datetime = datetime.fromtimestamp(0) + self.state: Dict[str, Any] = {} + self._registered_sessions: Set[str] = set() + + def delete(self) -> None: + """Reset the room values and discard it from existing room.""" + self.reset() + with self._lock: + get_existing_room_names().discard(self.room_name) + + def register_session(self) -> None: + """Register a new session to the room.""" + with self._lock: + self._registered_sessions.add(st_hack.get_session_id()) + get_existing_room_names().add(self.room_name) + + def unregister_session(self) -> None: + """Unregister a session from the room.""" + with self._lock: + self._registered_sessions.discard(st_hack.get_session_id()) + + def sync(self) -> None: + """Synchronize all session state values and widget with other sessions. + + Logic: + 1. If the synced state has been updated since last time, update current + session values and rerun the session. + + 2. Else, check for all values from streamlit (both widgets and session state) + a. If at least 1 value has been updated, update the synced state and rerun + all sessions. + b. Else, do nothing. + """ + with self._lock: + internal_session_state = st_hack.get_session_state() + + if st.session_state.get(LAST_SYNCED_KEY) != self.last_updated: + # Means current SessionState is not synced with SyncedState + # -> update streamlit internal state and reload + st_hack.set_internal_values(self.state) + st.session_state[LAST_SYNCED_KEY] = self.last_updated + st.experimental_rerun() + st.stop() + else: + + internal_session_state._new_widget_state.widget_metadata + + # Check if new data from streamlit frontend + updated_values = {} + for key, value in chain( + internal_session_state._new_session_state.items(), + internal_session_state._new_widget_state.items(), + st.session_state.items(), + ): + if st_hack.is_form_submitter_value(key): + # Form widgets must not be synced + continue + + if st_hack.is_trigger_value(key, internal_session_state): + # Trigger values correspond to buttons + # -> we don't want to propagate the effect of the button + # to avoid performing twice the action + continue + + if not is_synced(key): + # Some keys are not synced + continue + + key = st_hack.widget_id_to_user_key(key) + + if value != self.state.get(key): + updated_values[key] = value + + # Current SessionState has newer values than _SyncedState + # -> update _SyncedState values + # -> trigger rerun for all connected sessions + if len(updated_values) > 0: + self.state.update(updated_values) + self.last_updated = datetime.now() + self._trigger_sessions() + st.session_state[LAST_SYNCED_KEY] = self.last_updated + + def _trigger_sessions(self) -> None: + """Trigger rerun on all active sessions except the session that triggered it. + + If a session is not active anymore, it is removed from the room. Most probably + the user closed the tab. + """ + current_session_id = st_hack.get_session_id() + inactive_sessions = set() + for session_id in self._registered_sessions: + if session_id != current_session_id: + # We need to trigger rerun in other sessions. + # => We can't use st.experimental_rerun() + session = st_hack.Server.get_current().get_session_by_id(session_id) + if session is None: + # It is most likely that this session stopped + inactive_sessions.add(session_id) + continue + st_hack.Server.get_current().get_session_by_id( + session_id + ).request_rerun(None) + + for session_id in inactive_sessions: + self._registered_sessions.discard(session_id) diff --git a/streamlit_sync/ui.py b/streamlit_sync/ui.py new file mode 100644 index 0000000..d512fc8 --- /dev/null +++ b/streamlit_sync/ui.py @@ -0,0 +1,73 @@ +"""Define a sidebar UI to enter and exit rooms. + +The select_room widget is just a simple example of how to use the ./rooms.py API. +""" + +from typing import Optional + +import streamlit as st + +from .rooms import enter_room, exit_room +from .synced_state import get_existing_room_names, get_synced_state +from .utils import ROOM_NAME_KEY, get_not_synced_key + + +def select_room_widget() -> str: + if st.session_state.get(ROOM_NAME_KEY) is not None: + room_name = st.session_state[ROOM_NAME_KEY] + with st.sidebar.expander( + f'Synced room "{room_name}" ({_get_room_status(room_name)})' + ): + if st.button("Exit room"): + exit_room() + return room_name + + else: + st.sidebar.title("Select a synced room") + + room_name = None + existing_rooms = get_existing_room_names() + options = [None] # None for "create new room" + if existing_rooms: + options += sorted(existing_rooms) + + room_name = st.sidebar.radio( + "Existing rooms", + options, + key=get_not_synced_key("existing_rooms"), + format_func=_radio_format_func, + ) + + # Enter room if not None + if room_name is not None: + enter_room(room_name) + + # Else: create new room + with st.sidebar.form( + key=get_not_synced_key("select_room_form"), clear_on_submit=True + ): + new_room_name = st.text_input("New room name") + submit = st.form_submit_button(label="Create") + + if submit: + enter_room(new_room_name) + + st.stop() + + raise NotImplementedError + + +def _radio_format_func(room_name: Optional[str]) -> Optional[str]: + if room_name is None: + return "Create new room" + return f"{room_name} ({_get_room_status(room_name)})" + + +def _get_room_status(room_name: str) -> str: + nb_sessions = get_synced_state(room_name).nb_active_sessions + if nb_sessions == 0: + return "empty" + elif nb_sessions == 1: + return "1 active session" + else: + return f"{nb_sessions} active sessions" diff --git a/streamlit_sync/utils.py b/streamlit_sync/utils.py new file mode 100644 index 0000000..fb3054e --- /dev/null +++ b/streamlit_sync/utils.py @@ -0,0 +1,23 @@ +"""Streamlit-sync specific utils.""" + +from . import st_hack + + +def is_synced(widget_id: str) -> bool: + """Check is widget is a synced one or not.""" + return ( + NOT_SYNCED_PREFIX not in widget_id + and st_hack.STREAMLIT_INTERNAL_KEY_PREFIX not in widget_id + ) + + +def get_not_synced_key(user_key: str) -> str: + """Return a widget key that is explicitely not synced.""" + return NOT_SYNCED_PREFIX + "_" + user_key + + +NOT_SYNCED_PREFIX = "$NOT_SYNCED$" + +# Private keys used by streamlit-sync +LAST_SYNCED_KEY = get_not_synced_key("$LAST_SYNCED$") +ROOM_NAME_KEY = get_not_synced_key("$ROOM_NAME$") diff --git a/streamlit_sync_tests/__init__.py b/streamlit_sync_tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/streamlit_sync_tests/test_st_hack.py b/streamlit_sync_tests/test_st_hack.py new file mode 100644 index 0000000..8829cc6 --- /dev/null +++ b/streamlit_sync_tests/test_st_hack.py @@ -0,0 +1,53 @@ +from unittest.mock import MagicMock + +import pytest +from pytest import MonkeyPatch + +from streamlit_sync import st_hack +from streamlit_sync.exceptions import StreamlitSyncException +from streamlit_sync.st_hack import ( + is_form_submitter_value, + is_trigger_value, + widget_id_to_user_key, +) + + +def test_is_form_submitter_value() -> None: + """Test `is_form_submitter_value`.""" + assert is_form_submitter_value("FormSubmitter:my_form-Submit") + assert is_form_submitter_value("FormSubmitter:customkey-Submit") + assert not is_form_submitter_value("customkey") + + +def test_is_trigger_value() -> None: + """Test `is_trigger_value`.""" + mock = MagicMock() + mock._new_widget_state.widget_metadata.__contains__.side_effect = ( + lambda key: key == "customkey" + ) + + # Widget was not updated + assert not is_trigger_value("key", mock) + + # Widget was updated but not a trigger_value + assert not is_trigger_value("customkey", mock) + + # Widget was updated and it's a trigger_value + mock._new_widget_state.widget_metadata.__getitem__().value_type = "trigger_value" + assert is_trigger_value("customkey", mock) + + +def test_widget_id_to_user_key(monkeypatch: MonkeyPatch) -> None: + """Test `widget_id_to_user_key`.""" + monkeypatch.setattr(st_hack, "_is_keyed_widget_id", lambda x: x != "not_keyed") + + assert widget_id_to_user_key("not_keyed") == "not_keyed" + assert ( + widget_id_to_user_key( + "$$GENERATED_WIDGET_KEY-a57f8cd0ef6469c61f435e5eb8097cf7-customkey" + ) + == "customkey" + ) + + with pytest.raises(StreamlitSyncException): + widget_id_to_user_key("auto_generated_widget_id_with_wrong_format") diff --git a/streamlit_sync_tests/test_utils.py b/streamlit_sync_tests/test_utils.py new file mode 100644 index 0000000..7fd4a38 --- /dev/null +++ b/streamlit_sync_tests/test_utils.py @@ -0,0 +1,21 @@ +from streamlit_sync.utils import ( + LAST_SYNCED_KEY, + ROOM_NAME_KEY, + get_not_synced_key, + is_synced, +) + + +def test_is_synced() -> None: + """Test `is_synced`.""" + assert is_synced("custom_user_key") + assert not is_synced("$NOT_SYNCED$_custom_user_key") + + # Keys used internally by streamlit-sync + assert not is_synced(LAST_SYNCED_KEY) + assert not is_synced(ROOM_NAME_KEY) + + +def test_get_not_synced_key() -> None: + """Test `get_not_synced_key`.""" + assert get_not_synced_key("custom_user_key") == "$NOT_SYNCED$_custom_user_key" diff --git a/toy_example.py b/toy_example.py new file mode 100644 index 0000000..ee6b44c --- /dev/null +++ b/toy_example.py @@ -0,0 +1,67 @@ +import streamlit as st + +import streamlit_sync + +st.sidebar.write( + "Example app using streamlit-sync library. " + "For more details, please visit https://github.com/Wauplin/streamlit-sync" +) + + +room_name = streamlit_sync.select_room_widget() + +with streamlit_sync.sync(room_name=room_name): + # Sliders + # Toy example from https://github.com/streamlit/streamlit#a-little-example + st.header("Sliders") + + st.info( + 'Sliders, as any other "normal" widgets, can have their value synced with ' + "other sessions. It is also possible to explicitly not sync a widget." + ) + + st.subheader("Synced slider") + y = st.slider("Select a value") + st.write(y, "squared is", y * y) + + st.subheader("Synced slider using custom key widget.") + x = st.slider("Select a value", key="key") + st.write(x, "squared is", x * x) + + st.subheader("Not synced slider") + x = st.slider("Select a value", key=streamlit_sync.get_not_synced_key("key")) + st.write(x, "squared is", x * x) + + # Button + st.header("Buttons") + + st.info( + "Button action is never synced to avoid duplicate actions. " + "However, if a value is updated in the session state, this update is synced " + "with other sessions." + ) + + if st.session_state.get("NB_CLICKS") is None: + st.session_state["NB_CLICKS"] = 0 + + if st.button(label="click"): + st.session_state["NB_CLICKS"] += 1 + + st.write("Clicked **" + str(st.session_state["NB_CLICKS"]) + "** times !") + + # Form + st.header("Form") + + st.info("Form data is synced only when submit button is clicked.") + + if st.session_state.get("guess") is None: + st.session_state["guess"] = "" + + with st.form(key="my_form", clear_on_submit=True): + answer = st.text_input("Make a guess") + submit = st.form_submit_button(label="Submit") + + if submit: + st.session_state["guess"] = answer + + st.write("Your guess: **" + str(st.session_state["guess"]) + "**")