add code for analysis of data

10 files changed, 1819 insertions, 0 deletions

diff --git a/venv/lib/python3.8/site-packages/dash/testing/__init__.py b/venv/lib/python3.8/site-packages/dash/testing/__init__.py
new file mode 100644
index 0000000..8d33331
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/dash/testing/__init__.py
@@ -0,0 +1,17 @@
+from contextlib import contextmanager
+
+from .._callback_context import context_value as _ctx
+from .._utils import AttributeDict as _AD
+
+
+@contextmanager
+def ignore_register_page():
+    previous = _ctx.get()
+    copied = _AD(previous)
+    copied.ignore_register_page = True
+    _ctx.set(copied)
+
+    try:
+        yield
+    finally:
+        _ctx.set(previous)
diff --git a/venv/lib/python3.8/site-packages/dash/testing/application_runners.py b/venv/lib/python3.8/site-packages/dash/testing/application_runners.py
new file mode 100644
index 0000000..dc88afe
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/dash/testing/application_runners.py
@@ -0,0 +1,533 @@
+import sys
+import os
+import time
+import uuid
+import shlex
+import threading
+import shutil
+import subprocess
+import logging
+import inspect
+import ctypes
+
+import runpy
+import requests
+import psutil
+
+# pylint: disable=no-member
+import multiprocess
+
+from dash.testing.errors import (
+    NoAppFoundError,
+    TestingTimeoutError,
+    ServerCloseError,
+    DashAppLoadingError,
+)
+from dash.testing import wait
+
+logger = logging.getLogger(__name__)
+
+
+def import_app(app_file, application_name="app"):
+    """Import a dash application from a module. The import path is in dot
+    notation to the module. The variable named app will be returned.
+
+    :Example:
+
+        >>> app = import_app("my_app.app")
+
+    Will import the application in module `app` of the package `my_app`.
+
+    :param app_file: Path to the app (dot-separated).
+    :type app_file: str
+    :param application_name: The name of the dash application instance.
+    :raise: dash_tests.errors.NoAppFoundError
+    :return: App from module.
+    :rtype: dash.Dash
+    """
+    try:
+        app_module = runpy.run_module(app_file)
+        app = app_module[application_name]
+    except KeyError as app_name_missing:
+        logger.exception("the app name cannot be found")
+        raise NoAppFoundError(
+            f"No dash `app` instance was found in {app_file}"
+        ) from app_name_missing
+    return app
+
+
+class BaseDashRunner:
+    """Base context manager class for running applications."""
+
+    _next_port = 58050
+
+    def __init__(self, keep_open, stop_timeout, scheme="http", host="localhost"):
+        self.scheme = scheme
+        self.host = host
+        self.port = 8050
+        self.started = None
+        self.keep_open = keep_open
+        self.stop_timeout = stop_timeout
+        self._tmp_app_path = None
+
+    def start(self, *args, **kwargs):
+        raise NotImplementedError  # pragma: no cover
+
+    def stop(self):
+        raise NotImplementedError  # pragma: no cover
+
+    @staticmethod
+    def accessible(url):
+        try:
+            requests.get(url)
+        except requests.exceptions.RequestException:
+            return False
+        return True
+
+    def __call__(self, *args, **kwargs):
+        return self.start(*args, **kwargs)
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, traceback):
+        if self.started and not self.keep_open:
+            try:
+                logger.info("killing the app runner")
+                self.stop()
+            except TestingTimeoutError as cannot_stop_server:
+                raise ServerCloseError(
+                    f"Cannot stop server within {self.stop_timeout}s timeout"
+                ) from cannot_stop_server
+        logger.info("__exit__ complete")
+
+    @property
+    def url(self):
+        """The default server url."""
+        return f"{self.scheme}://{self.host}:{self.port}"
+
+    @property
+    def is_windows(self):
+        return sys.platform == "win32"
+
+    @property
+    def tmp_app_path(self):
+        return self._tmp_app_path
+
+
+class KillerThread(threading.Thread):
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+        self._old_threads = list(threading._active.keys())  # type: ignore[reportAttributeAccessIssue]; pylint: disable=W0212
+
+    def kill(self):
+        # Kill all the new threads.
+        for thread_id in list(threading._active):  # type: ignore[reportAttributeAccessIssue]; pylint: disable=W0212
+            if thread_id in self._old_threads:
+                continue
+
+            res = ctypes.pythonapi.PyThreadState_SetAsyncExc(
+                ctypes.c_long(thread_id), ctypes.py_object(SystemExit)
+            )
+            if res == 0:
+                raise ValueError(f"Invalid thread id: {thread_id}")
+            if res > 1:
+                ctypes.pythonapi.PyThreadState_SetAsyncExc(
+                    ctypes.c_long(thread_id), None
+                )
+                raise SystemExit("Stopping thread failure")
+
+
+class ThreadedRunner(BaseDashRunner):
+    """Runs a dash application in a thread.
+
+    This is the default flavor to use in dash integration tests.
+    """
+
+    def __init__(self, keep_open=False, stop_timeout=3):
+        super().__init__(keep_open=keep_open, stop_timeout=stop_timeout)
+        self.thread = None
+
+    def running_and_accessible(self, url):
+        if self.thread.is_alive():  # type: ignore[reportOptionalMemberAccess]
+            return self.accessible(url)
+        raise DashAppLoadingError("Thread is not alive.")
+
+    # pylint: disable=arguments-differ
+    def start(self, app, start_timeout=3, **kwargs):
+        """Start the app server in threading flavor."""
+
+        def run():
+            app.scripts.config.serve_locally = True
+            app.css.config.serve_locally = True
+
+            options = kwargs.copy()
+            options["dev_tools_disable_version_check"] = True
+
+            if "port" not in kwargs:
+                options["port"] = self.port = BaseDashRunner._next_port
+                BaseDashRunner._next_port += 1
+            else:
+                self.port = options["port"]
+
+            try:
+                app.run(threaded=True, **options)
+            except SystemExit:
+                logger.info("Server stopped")
+            except Exception as error:
+                logger.exception(error)
+                raise error
+
+        retries = 0
+
+        while not self.started and retries < 3:
+            try:
+                if self.thread:
+                    if self.thread.is_alive():
+                        self.stop()
+                    else:
+                        self.thread.kill()
+
+                self.thread = KillerThread(target=run)
+                self.thread.daemon = True
+                self.thread.start()
+                # wait until server is able to answer http request
+                wait.until(
+                    lambda: self.running_and_accessible(self.url), timeout=start_timeout
+                )
+                self.started = self.thread.is_alive()
+            except Exception as err:  # pylint: disable=broad-except
+                logger.exception(err)
+                self.started = False
+                retries += 1
+                time.sleep(1)
+
+        self.started = self.thread.is_alive()  # type: ignore[reportOptionalMemberAccess]
+        if not self.started:
+            raise DashAppLoadingError("threaded server failed to start")
+
+    def stop(self):
+        self.thread.kill()  # type: ignore[reportOptionalMemberAccess]
+        self.thread.join()  # type: ignore[reportOptionalMemberAccess]
+        wait.until_not(self.thread.is_alive, self.stop_timeout)  # type: ignore[reportOptionalMemberAccess]
+        self.started = False
+
+
+class MultiProcessRunner(BaseDashRunner):
+    def __init__(self, keep_open=False, stop_timeout=3):
+        super().__init__(keep_open, stop_timeout)
+        self.proc = None
+
+    # pylint: disable=arguments-differ
+    def start(self, app, start_timeout=3, **kwargs):
+        self.port = kwargs.get("port", 8050)
+
+        def target():
+            app.scripts.config.serve_locally = True
+            app.css.config.serve_locally = True
+
+            options = kwargs.copy()
+
+            try:
+                app.run(threaded=True, **options)
+            except SystemExit:
+                logger.info("Server stopped")
+                raise
+            except Exception as error:
+                logger.exception(error)
+                raise error
+
+        self.proc = multiprocess.Process(target=target)  # type: ignore[reportAttributeAccessIssue]; pylint: disable=not-callable
+        self.proc.start()
+
+        wait.until(lambda: self.accessible(self.url), timeout=start_timeout)
+        self.started = True
+
+    def stop(self):
+        process = psutil.Process(self.proc.pid)  # type: ignore[reportOptionalMemberAccess]
+
+        for proc in process.children(recursive=True):
+            try:
+                proc.kill()
+            except psutil.NoSuchProcess:
+                pass
+
+        try:
+            process.kill()
+        except psutil.NoSuchProcess:
+            pass
+
+        try:
+            process.wait(1)
+        except (psutil.TimeoutExpired, psutil.NoSuchProcess):
+            pass
+
+
+class ProcessRunner(BaseDashRunner):
+    """Runs a dash application in a waitress-serve subprocess.
+
+    This flavor is closer to production environment but slower.
+    """
+
+    def __init__(self, keep_open=False, stop_timeout=3):
+        super().__init__(keep_open=keep_open, stop_timeout=stop_timeout)
+        self.proc = None
+
+    # pylint: disable=arguments-differ
+    def start(
+        self,
+        app_module=None,
+        application_name="app",
+        raw_command=None,
+        port=8050,
+        start_timeout=3,
+    ):
+        """Start the server with waitress-serve in process flavor."""
+        if not (app_module or raw_command):  # need to set a least one
+            logging.error(
+                "the process runner needs to start with at least one valid command"
+            )
+            return
+        self.port = port
+        args = shlex.split(
+            raw_command
+            if raw_command
+            else f"waitress-serve --listen=0.0.0.0:{port} {app_module}:{application_name}.server",
+            posix=not self.is_windows,
+        )
+
+        logger.debug("start dash process with %s", args)
+
+        try:
+            self.proc = subprocess.Popen(  # pylint: disable=consider-using-with
+                args, stdout=subprocess.PIPE, stderr=subprocess.PIPE
+            )
+            # wait until server is able to answer http request
+            wait.until(lambda: self.accessible(self.url), timeout=start_timeout)
+
+        except (OSError, ValueError):
+            logger.exception("process server has encountered an error")
+            self.started = False
+            self.stop()
+            return
+
+        self.started = True
+
+    def stop(self):
+        if self.proc:
+            try:
+                logger.info("proc.terminate with pid %s", self.proc.pid)
+                self.proc.terminate()
+                if self.tmp_app_path and os.path.exists(self.tmp_app_path):
+                    logger.debug("removing temporary app path %s", self.tmp_app_path)
+                    shutil.rmtree(self.tmp_app_path)
+
+                self.proc.communicate(
+                    timeout=self.stop_timeout  # pylint: disable=unexpected-keyword-arg
+                )
+            except subprocess.TimeoutExpired:
+                logger.exception(
+                    "subprocess terminate not success, trying to kill "
+                    "the subprocess in a safe manner"
+                )
+                self.proc.kill()
+                self.proc.communicate()
+        logger.info("process stop completes!")
+
+
+class RRunner(ProcessRunner):
+    def __init__(self, keep_open=False, stop_timeout=3):
+        super().__init__(keep_open=keep_open, stop_timeout=stop_timeout)
+        self.proc = None
+
+    # pylint: disable=arguments-differ
+    def start(self, app, start_timeout=2, cwd=None):  # type: ignore[reportIncompatibleMethodOverride]
+        """Start the server with subprocess and Rscript."""
+
+        if os.path.isfile(app) and os.path.exists(app):
+            # app is already a file in a dir - use that as cwd
+            if not cwd:
+                cwd = os.path.dirname(app)
+                logger.info("RRunner inferred cwd from app path: %s", cwd)
+        else:
+            # app is a string chunk, we make a temporary folder to store app.R
+            # and its relevant assets
+            tmp_dir = "/tmp" if not self.is_windows else os.getenv("TEMP")
+            tmp_dir = str(tmp_dir)  # to satisfy type checking
+            hex_id = uuid.uuid4().hex
+            self._tmp_app_path = os.path.join(tmp_dir, hex_id)
+            try:
+                os.mkdir(self.tmp_app_path)  # type: ignore[reportArgumentType]
+            except OSError:
+                logger.exception("cannot make temporary folder %s", self.tmp_app_path)
+            path = os.path.join(self.tmp_app_path, "app.R")  # type: ignore[reportCallIssue]
+
+            logger.info("RRunner start => app is R code chunk")
+            logger.info("make a temporary R file for execution => %s", path)
+            logger.debug("content of the dashR app")
+            logger.debug("%s", app)
+
+            with open(path, "w", encoding="utf-8") as fp:
+                fp.write(app)
+
+            app = path
+
+            # try to find the path to the calling script to use as cwd
+            if not cwd:
+                for entry in inspect.stack():
+                    if "/dash/testing/" not in entry[1].replace("\\", "/"):
+                        cwd = os.path.dirname(os.path.realpath(entry[1]))
+                        logger.warning("get cwd from inspect => %s", cwd)
+                        break
+            if cwd:
+                logger.info("RRunner inferred cwd from the Python call stack: %s", cwd)
+
+                # try copying all valid sub folders (i.e. assets) in cwd to tmp
+                # note that the R assets folder name can be any valid folder name
+                assets = [
+                    os.path.join(cwd, _)
+                    for _ in os.listdir(cwd)
+                    if not _.startswith("__") and os.path.isdir(os.path.join(cwd, _))
+                ]
+
+                for asset in assets:
+                    target = os.path.join(self.tmp_app_path, os.path.basename(asset))  # type: ignore[reportCallIssue]
+                    if os.path.exists(target):
+                        logger.debug("delete existing target %s", target)
+                        shutil.rmtree(target)
+                    logger.debug("copying %s => %s", asset, self.tmp_app_path)
+                    shutil.copytree(asset, target)
+                    logger.debug("copied with %s", os.listdir(target))
+
+            else:
+                logger.warning(
+                    "RRunner found no cwd in the Python call stack. "
+                    "You may wish to specify an explicit working directory "
+                    "using something like: "
+                    "dashr.run_server(app, cwd=os.path.dirname(__file__))"
+                )
+
+        logger.info("Run dashR app with Rscript => %s", app)
+
+        args = shlex.split(
+            f"Rscript -e 'source(\"{os.path.realpath(app)}\")'",
+            posix=not self.is_windows,
+        )
+        logger.debug("start dash process with %s", args)
+
+        try:
+            self.proc = subprocess.Popen(  # pylint: disable=consider-using-with
+                args,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+                cwd=self.tmp_app_path if self.tmp_app_path else cwd,
+            )
+            # wait until server is able to answer http request
+            wait.until(lambda: self.accessible(self.url), timeout=start_timeout)
+
+        except (OSError, ValueError):
+            logger.exception("process server has encountered an error")
+            self.started = False
+            return
+
+        self.started = True
+
+
+class JuliaRunner(ProcessRunner):
+    def __init__(self, keep_open=False, stop_timeout=3):
+        super().__init__(keep_open=keep_open, stop_timeout=stop_timeout)
+        self.proc = None
+
+    # pylint: disable=arguments-differ
+    def start(self, app, start_timeout=30, cwd=None):  # type: ignore[reportIncompatibleMethodOverride]
+        """Start the server with subprocess and julia."""
+
+        if os.path.isfile(app) and os.path.exists(app):
+            # app is already a file in a dir - use that as cwd
+            if not cwd:
+                cwd = os.path.dirname(app)
+                logger.info("JuliaRunner inferred cwd from app path: %s", cwd)
+        else:
+            # app is a string chunk, we make a temporary folder to store app.jl
+            # and its relevant assets
+            tmp_dir = "/tmp" if not self.is_windows else os.getenv("TEMP")
+            assert isinstance(tmp_dir, str)  # to satisfy typing
+            hex_id = uuid.uuid4().hex
+            self._tmp_app_path = os.path.join(tmp_dir, hex_id)
+            assert isinstance(self.tmp_app_path, str)  # to satisfy typing
+            try:
+                os.mkdir(self.tmp_app_path)
+            except OSError:
+                logger.exception("cannot make temporary folder %s", self.tmp_app_path)
+            path = os.path.join(self.tmp_app_path, "app.jl")
+
+            logger.info("JuliaRunner start => app is Julia code chunk")
+            logger.info("make a temporary Julia file for execution => %s", path)
+            logger.debug("content of the Dash.jl app")
+            logger.debug("%s", app)
+
+            with open(path, "w", encoding="utf-8") as fp:
+                fp.write(app)
+
+            app = path
+
+            # try to find the path to the calling script to use as cwd
+            if not cwd:
+                for entry in inspect.stack():
+                    if "/dash/testing/" not in entry[1].replace("\\", "/"):
+                        cwd = os.path.dirname(os.path.realpath(entry[1]))
+                        logger.warning("get cwd from inspect => %s", cwd)
+                        break
+            if cwd:
+                logger.info(
+                    "JuliaRunner inferred cwd from the Python call stack: %s", cwd
+                )
+
+                # try copying all valid sub folders (i.e. assets) in cwd to tmp
+                # note that the R assets folder name can be any valid folder name
+                assets = [
+                    os.path.join(cwd, _)
+                    for _ in os.listdir(cwd)
+                    if not _.startswith("__") and os.path.isdir(os.path.join(cwd, _))
+                ]
+
+                for asset in assets:
+                    target = os.path.join(self.tmp_app_path, os.path.basename(asset))
+                    if os.path.exists(target):
+                        logger.debug("delete existing target %s", target)
+                        shutil.rmtree(target)
+                    logger.debug("copying %s => %s", asset, self.tmp_app_path)
+                    shutil.copytree(asset, target)
+                    logger.debug("copied with %s", os.listdir(target))
+
+            else:
+                logger.warning(
+                    "JuliaRunner found no cwd in the Python call stack. "
+                    "You may wish to specify an explicit working directory "
+                    "using something like: "
+                    "dashjl.run_server(app, cwd=os.path.dirname(__file__))"
+                )
+
+        logger.info("Run Dash.jl app with julia => %s", app)
+
+        args = shlex.split(
+            f"julia --project {os.path.realpath(app)}", posix=not self.is_windows
+        )
+        logger.debug("start Dash.jl process with %s", args)
+
+        try:
+            self.proc = subprocess.Popen(  # pylint: disable=consider-using-with
+                args,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+                cwd=self.tmp_app_path if self.tmp_app_path else cwd,
+            )
+            # wait until server is able to answer http request
+            wait.until(lambda: self.accessible(self.url), timeout=start_timeout)
+
+        except (OSError, ValueError):
+            logger.exception("process server has encountered an error")
+            self.started = False
+            return
+
+        self.started = True
diff --git a/venv/lib/python3.8/site-packages/dash/testing/browser.py b/venv/lib/python3.8/site-packages/dash/testing/browser.py
new file mode 100644
index 0000000..b6b1ee1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/dash/testing/browser.py
@@ -0,0 +1,671 @@
+# pylint: disable=missing-docstring
+import os
+import sys
+import time
+import logging
+from typing import Union, Optional
+import warnings
+import percy
+import requests
+
+from selenium import webdriver
+from selenium.webdriver.support import expected_conditions as EC
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support.wait import WebDriverWait
+from selenium.webdriver.common.keys import Keys
+from selenium.webdriver.common.action_chains import ActionChains
+
+from selenium.common.exceptions import (
+    WebDriverException,
+    TimeoutException,
+    MoveTargetOutOfBoundsException,
+)
+
+from dash.testing.wait import (
+    text_to_equal,
+    style_to_equal,
+    class_to_equal,
+    contains_text,
+    contains_class,
+    until,
+)
+from dash.testing.dash_page import DashPageMixin
+from dash.testing.errors import DashAppLoadingError, BrowserError, TestingTimeoutError
+from dash.testing.consts import SELENIUM_GRID_DEFAULT
+
+
+logger = logging.getLogger(__name__)
+
+
+class Browser(DashPageMixin):
+    _url: str
+
+    # pylint: disable=too-many-arguments
+    def __init__(
+        self,
+        browser: str,
+        remote: bool = False,
+        remote_url: Optional[str] = None,
+        headless: bool = False,
+        options: Optional[Union[dict, list]] = None,
+        download_path: str = "",
+        percy_run: bool = True,
+        percy_finalize: bool = True,
+        percy_assets_root: str = "",
+        wait_timeout: int = 10,
+        pause: bool = False,
+    ):
+        self._browser = browser.lower()
+        self._remote_url = remote_url
+        self._remote = (
+            True if remote_url and remote_url != SELENIUM_GRID_DEFAULT else remote
+        )
+        self._headless = headless
+        self._options = options
+        self._download_path = download_path
+        self._wait_timeout = wait_timeout
+        self._percy_finalize = percy_finalize
+        self._percy_run = percy_run
+        self._pause = pause
+
+        self._driver = until(self.get_webdriver, timeout=1)
+        self._driver.implicitly_wait(2)
+
+        self._wd_wait = WebDriverWait(self.driver, wait_timeout)
+        self._last_ts = 0
+        self._url = ""
+
+        self._window_idx = 0  # switch browser tabs
+
+        if self._percy_run:
+            self.percy_runner = percy.Runner(
+                loader=percy.ResourceLoader(
+                    webdriver=self.driver,
+                    base_url="/assets",
+                    root_dir=percy_assets_root,
+                )
+            )
+            self.percy_runner.initialize_build()
+
+        logger.debug("initialize browser with arguments")
+        logger.debug("  headless => %s", self._headless)
+        logger.debug("  download_path => %s", self._download_path)
+        logger.debug("  percy asset root => %s", os.path.abspath(percy_assets_root))
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, traceback):
+        try:
+            self.driver.quit()
+            if self._percy_run and self._percy_finalize:
+                logger.info("percy runner finalize build now")
+                self.percy_runner.finalize_build()
+            else:
+                logger.info("percy finalize relies on CI job")
+        except WebDriverException:
+            logger.exception("webdriver quit was not successful")
+        except percy.errors.Error:  # type: ignore[reportAttributeAccessIssue]
+            logger.exception("percy runner failed to finalize properly")
+
+    def visit_and_snapshot(
+        self,
+        resource_path: str,
+        hook_id: str,
+        wait_for_callbacks=True,
+        convert_canvases=False,
+        assert_check=True,
+        stay_on_page=False,
+        widths=None,
+    ):
+        path = resource_path.lstrip("/")
+        try:
+            if path != resource_path:
+                logger.warning("we stripped the left '/' in resource_path")
+            self.server_url = self.server_url
+            self.driver.get(f"{self.server_url.rstrip('/')}/{path}")
+
+            # wait for the hook_id to present and all callbacks get fired
+            self.wait_for_element_by_id(hook_id)
+            self.percy_snapshot(
+                path,
+                wait_for_callbacks=wait_for_callbacks,
+                convert_canvases=convert_canvases,
+                widths=widths,
+            )
+            if assert_check:
+                assert not self.find_elements(
+                    "div.dash-debug-alert"
+                ), "devtools should not raise an error alert"
+            if not stay_on_page:
+                self.driver.back()
+        except WebDriverException as e:
+            logger.exception("snapshot at resource %s error", path)
+            raise e
+
+    def percy_snapshot(
+        self, name="", wait_for_callbacks=False, convert_canvases=False, widths=None
+    ):
+        """percy_snapshot - visual test api shortcut to `percy_runner.snapshot`.
+        It also combines the snapshot `name` with the Python version,
+        args:
+        - name: combined with the python version to give the final snapshot name
+        - wait_for_callbacks: default False, whether to wait for Dash callbacks,
+            after an extra second to ensure that any relevant callbacks have
+            been initiated
+        - convert_canvases: default False, whether to convert all canvas elements
+            in the DOM into static images for percy to see. They will be restored
+            after the snapshot is complete.
+        - widths: a list of pixel widths for percy to render the page with. Note
+            that this does not change the browser in which the DOM is constructed,
+            so the width will only affect CSS, not JS-driven layout.
+            Defaults to [1280]
+        """
+        if widths is None:
+            widths = [1280]
+        try:
+            import asgiref  # pylint: disable=unused-import, import-outside-toplevel # noqa: F401, C0415
+
+            name += "_async"
+        except ImportError:
+            pass
+
+        logger.info("taking snapshot name => %s", name)
+        try:
+            if wait_for_callbacks:
+                # the extra one second sleep adds safe margin in the context
+                # of wait_for_callbacks
+                time.sleep(1)
+                until(self._wait_for_callbacks, timeout=40, poll=0.3)
+        except TestingTimeoutError:
+            # API will log the error but this TimeoutError should not block
+            # the test execution to continue and it will still do a snapshot
+            # as diff reference for the build run.
+            logger.error(
+                "wait_for_callbacks failed => status of invalid rqs %s",
+                self.redux_state_rqs,
+            )
+
+        if convert_canvases:
+            self.driver.execute_script(
+                """
+                const stash = window._canvasStash = [];
+                Array.from(document.querySelectorAll('canvas')).forEach(c => {
+                    const i = document.createElement('img');
+                    i.src = c.toDataURL();
+                    i.width = c.width;
+                    i.height = c.height;
+                    i.setAttribute('style', c.getAttribute('style'));
+                    i.className = c.className;
+                    i.setAttribute('data-canvasnum', stash.length);
+                    stash.push(c);
+                    c.parentElement.insertBefore(i, c);
+                    c.parentElement.removeChild(c);
+                });
+            """
+            )
+
+        try:
+            self.percy_runner.snapshot(name=name, widths=widths)
+        except requests.HTTPError as err:
+            # Ignore retries.
+            if err.request.status_code != 400:  # type: ignore[reportAttributeAccessIssue]
+                raise err
+
+        if convert_canvases:
+            self.driver.execute_script(
+                """
+                const stash = window._canvasStash;
+                Array.from(
+                    document.querySelectorAll('img[data-canvasnum]')
+                ).forEach(i => {
+                    const c = stash[+i.getAttribute('data-canvasnum')];
+                    i.parentElement.insertBefore(c, i);
+                    i.parentElement.removeChild(i);
+                });
+                delete window._canvasStash;
+            """
+            )
+
+    def take_snapshot(self, name: str):
+        """Hook method to take snapshot when a selenium test fails. The
+        snapshot is placed under.
+
+            - `/tmp/dash_artifacts` in linux
+            - `%TEMP` in windows
+        with a filename combining test case name and the
+        running selenium session id
+        """
+        target = (
+            "/tmp/dash_artifacts" if not self._is_windows() else os.getenv("TEMP", "")
+        )
+
+        if not os.path.exists(target):
+            try:
+                os.mkdir(target)
+            except OSError:
+                logger.exception("cannot make artifacts")
+
+        self.driver.save_screenshot(f"{target}/{name}_{self.session_id}.png")
+
+    def find_element(self, selector, attribute="CSS_SELECTOR"):
+        """find_element returns the first found element by the attribute `selector`
+        shortcut to `driver.find_element(By.CSS_SELECTOR, ...)`.
+        args:
+        - attribute: the attribute type to search for, aligns with the Selenium
+            API's `By` class. default "CSS_SELECTOR"
+            valid values: "CSS_SELECTOR", "ID", "NAME", "TAG_NAME",
+            "CLASS_NAME", "LINK_TEXT", "PARTIAL_LINK_TEXT", "XPATH"
+        """
+        return self.driver.find_element(getattr(By, attribute.upper()), selector)
+
+    def find_elements(self, selector, attribute="CSS_SELECTOR"):
+        """find_elements returns a list of all elements matching the attribute
+        `selector`. Shortcut to `driver.find_elements(By.CSS_SELECTOR, ...)`.
+        args:
+        - attribute: the attribute type to search for, aligns with the Selenium
+            API's `By` class. default "CSS_SELECTOR"
+            valid values: "CSS_SELECTOR", "ID", "NAME", "TAG_NAME",
+            "CLASS_NAME", "LINK_TEXT", "PARTIAL_LINK_TEXT", "XPATH"
+        """
+        return self.driver.find_elements(getattr(By, attribute.upper()), selector)
+
+    def _get_element(self, elem_or_selector):
+        if isinstance(elem_or_selector, str):
+            return self.find_element(elem_or_selector)
+        return elem_or_selector
+
+    def _wait_for(self, method, timeout, msg):
+        """Abstract generic pattern for explicit WebDriverWait."""
+        try:
+            _wait = (
+                self._wd_wait
+                if timeout is None
+                else WebDriverWait(self.driver, timeout)
+            )
+            logger.debug(
+                "method, timeout, poll => %s %s %s",
+                method,
+                _wait._timeout,  # pylint: disable=protected-access
+                _wait._poll,  # pylint: disable=protected-access
+            )
+
+            return _wait.until(method)
+        except Exception as err:
+            if callable(msg):
+                message = msg(self.driver)
+            else:
+                message = msg
+            raise TimeoutException(str(message)) from err
+
+    def wait_for_element(self, selector, timeout=None):
+        """wait_for_element is shortcut to `wait_for_element_by_css_selector`
+        timeout if not set, equals to the fixture's `wait_timeout`."""
+        return self.wait_for_element_by_css_selector(selector, timeout)
+
+    def wait_for_element_by_css_selector(self, selector, timeout=None):
+        """Explicit wait until the element is present, timeout if not set,
+        equals to the fixture's `wait_timeout` shortcut to `WebDriverWait` with
+        `EC.presence_of_element_located`."""
+        return self._wait_for(
+            EC.presence_of_element_located(
+                (By.CSS_SELECTOR, selector),
+            ),
+            timeout,
+            f"timeout {timeout or self._wait_timeout}s => waiting for selector {selector}",
+        )
+
+    def wait_for_no_elements(self, selector, timeout=None):
+        """Explicit wait until an element is NOT found. timeout defaults to
+        the fixture's `wait_timeout`."""
+        until(
+            # if we use get_elements it waits a long time to see if they appear
+            # so this one calls out directly to execute_script
+            lambda: self.driver.execute_script(
+                f"return document.querySelectorAll('{selector}').length"
+            )
+            == 0,
+            timeout or self._wait_timeout,
+        )
+
+    def wait_for_element_by_id(self, element_id, timeout=None):
+        """Explicit wait until the element is present, timeout if not set,
+        equals to the fixture's `wait_timeout` shortcut to `WebDriverWait` with
+        `EC.presence_of_element_located`."""
+        return self._wait_for(
+            EC.presence_of_element_located(
+                (By.ID, element_id),
+            ),
+            timeout,
+            f"timeout {timeout or self._wait_timeout}s => waiting for element id {element_id}",
+        )
+
+    def wait_for_class_to_equal(self, selector, classname, timeout=None):
+        """Explicit wait until the element's class has expected `value` timeout
+        if not set, equals to the fixture's `wait_timeout` shortcut to
+        `WebDriverWait` with customized `class_to_equal` condition."""
+        return self._wait_for(
+            method=class_to_equal(selector, classname),
+            timeout=timeout,
+            msg=f"classname => {classname} not found within {timeout or self._wait_timeout}s",
+        )
+
+    def wait_for_style_to_equal(self, selector, style, val, timeout=None):
+        """Explicit wait until the element's style has expected `value` timeout
+        if not set, equals to the fixture's `wait_timeout` shortcut to
+        `WebDriverWait` with customized `style_to_equal` condition."""
+        return self._wait_for(
+            method=style_to_equal(selector, style, val),
+            timeout=timeout,
+            msg=f"style val => {style} {val} not found within {timeout or self._wait_timeout}s",
+        )
+
+    def wait_for_text_to_equal(self, selector, text, timeout=None):
+        """Explicit wait until the element's text equals the expected `text`.
+
+        timeout if not set, equals to the fixture's `wait_timeout`
+        shortcut to `WebDriverWait` with customized `text_to_equal`
+        condition.
+        """
+        method = text_to_equal(selector, text, timeout or self.wait_timeout)
+
+        return self._wait_for(
+            method=method,
+            timeout=timeout,
+            msg=method.message,
+        )
+
+    def wait_for_contains_class(self, selector, classname, timeout=None):
+        """Explicit wait until the element's classes contains the expected `classname`.
+
+        timeout if not set, equals to the fixture's `wait_timeout`
+        shortcut to `WebDriverWait` with customized `contains_class`
+        condition.
+        """
+        return self._wait_for(
+            method=contains_class(selector, classname),
+            timeout=timeout,
+            msg=f"classname -> {classname} not found inside element within {timeout or self._wait_timeout}s",
+        )
+
+    def wait_for_contains_text(self, selector, text, timeout=None):
+        """Explicit wait until the element's text contains the expected `text`.
+
+        timeout if not set, equals to the fixture's `wait_timeout`
+        shortcut to `WebDriverWait` with customized `contains_text`
+        condition.
+        """
+        method = contains_text(selector, text, timeout or self.wait_timeout)
+        return self._wait_for(
+            method=method,
+            timeout=timeout,
+            msg=method.message,
+        )
+
+    def wait_for_page(self, url=None, timeout=10):
+        """wait_for_page navigates to the url in webdriver wait until the
+        renderer is loaded in browser.
+
+        use the `server_url` if url is not provided.
+        """
+        self.driver.get(self.server_url if url is None else url)
+        try:
+            self.wait_for_element_by_css_selector(
+                self.dash_entry_locator, timeout=timeout
+            )
+        except TimeoutException as exc:
+            logger.exception("dash server is not loaded within %s seconds", timeout)
+            logs = "\n".join((str(log) for log in self.get_logs()))  # type: ignore[reportOptionalIterable]
+            logger.debug(logs)
+            html = self.find_element("body").get_property("innerHTML")
+            raise DashAppLoadingError(
+                "the expected Dash react entry point cannot be loaded"
+                f" in browser\n HTML => {html}\n Console Logs => {logs}\n"
+            ) from exc
+
+        if self._pause:
+            import pdb  # pylint: disable=import-outside-toplevel
+
+            pdb.set_trace()  # pylint: disable=forgotten-debug-statement
+
+    def select_dcc_dropdown(self, elem_or_selector, value=None, index=None):
+        dropdown = self._get_element(elem_or_selector)
+        dropdown.click()
+
+        menu = dropdown.find_element(By.CSS_SELECTOR, "div.Select-menu-outer")
+        logger.debug("the available options are %s", "|".join(menu.text.split("\n")))
+
+        options = menu.find_elements(By.CSS_SELECTOR, "div.VirtualizedSelectOption")
+        if options:
+            if isinstance(index, int):
+                options[index].click()
+                return
+
+            for option in options:
+                if option.text == value:
+                    option.click()
+                    return
+
+        logger.error(
+            "cannot find matching option using value=%s or index=%s", value, index
+        )
+
+    def toggle_window(self):
+        """Switch between the current working window and the new opened one."""
+        idx = (self._window_idx + 1) % 2
+        self.switch_window(idx=idx)
+        self._window_idx += 1
+
+    def switch_window(self, idx=0):
+        """Switch to window by window index shortcut to
+        `driver.switch_to.window`."""
+        if len(self.driver.window_handles) <= idx:
+            raise BrowserError("there is no second window in Browser")
+
+        self.driver.switch_to.window(self.driver.window_handles[idx])
+
+    def open_new_tab(self, url=None):
+        """Open a new tab in browser url is not set, equals to `server_url`."""
+        self.driver.execute_script(
+            f'window.open("{url or self.server_url}", "new window")'
+        )
+
+    def get_webdriver(self):
+        return getattr(self, f"_get_{self._browser}")()
+
+    def _get_wd_options(self):
+        options = (
+            self._options[0]
+            if self._options and isinstance(self._options, list)
+            else getattr(webdriver, self._browser).options.Options()
+        )
+
+        if self._headless:
+            options.add_argument("--headless")
+
+        return options
+
+    def _get_chrome(self):
+        options = self._get_wd_options()
+
+        if "DASH_TEST_CHROMEPATH" in os.environ:
+            options.binary_location = os.environ["DASH_TEST_CHROMEPATH"]
+
+        options.add_experimental_option(
+            "prefs",
+            {
+                "download.default_directory": self.download_path,
+                "download.prompt_for_download": False,
+                "download.directory_upgrade": True,
+                "safebrowsing.enabled": False,
+                "safebrowsing.disable_download_protection": True,
+            },
+        )
+
+        options.add_argument("--disable-dev-shm-usage")
+        options.add_argument("--no-sandbox")
+        options.add_argument("--disable-gpu")
+        options.add_argument("--remote-debugging-port=0")
+
+        options.set_capability("goog:loggingPrefs", {"browser": "SEVERE"})
+
+        chrome = (
+            webdriver.Remote(command_executor=self._remote_url, options=options)  # type: ignore[reportAttributeAccessIssue]
+            if self._remote
+            else webdriver.Chrome(options=options)
+        )
+
+        # https://bugs.chromium.org/p/chromium/issues/detail?id=696481
+        if self._headless:
+            # pylint: disable=protected-access
+            chrome.command_executor._commands["send_command"] = (  # type: ignore[reportArgumentType]
+                "POST",
+                "/session/$sessionId/chromium/send_command",
+            )
+            params = {
+                "cmd": "Page.setDownloadBehavior",
+                "params": {"behavior": "allow", "downloadPath": self.download_path},
+            }
+            res = chrome.execute("send_command", params)
+            logger.debug("enabled headless download returns %s", res)
+
+        chrome.set_window_position(0, 0)
+        return chrome
+
+    def _get_firefox(self):
+        options = self._get_wd_options()
+
+        options.set_capability("marionette", True)
+
+        options.set_preference("browser.download.dir", self.download_path)
+        options.set_preference("browser.download.folderList", 2)
+        options.set_preference(
+            "browser.helperApps.neverAsk.saveToDisk",
+            "application/octet-stream",  # this MIME is generic for binary
+        )
+        if not self._remote_url and self._remote:
+            raise TypeError("remote_url was not provided but required for Firefox")
+
+        return (
+            webdriver.Remote(
+                command_executor=self._remote_url,  # type: ignore[reportTypeArgument]
+                options=options,
+            )
+            if self._remote
+            else webdriver.Firefox(options=options)
+        )
+
+    @staticmethod
+    def _is_windows():
+        return sys.platform == "win32"
+
+    def multiple_click(self, elem_or_selector, clicks, delay=None):
+        """multiple_click click the element with number of `clicks`."""
+        for _ in range(clicks):
+            self._get_element(elem_or_selector).click()
+            if delay:
+                time.sleep(delay)
+
+    def clear_input(self, elem_or_selector):
+        """Simulate key press to clear the input."""
+        elem = self._get_element(elem_or_selector)
+        logger.debug("clear input with %s => %s", elem_or_selector, elem)
+        (
+            ActionChains(self.driver)
+            .move_to_element(elem)
+            .pause(0.2)
+            .click(elem)
+            .send_keys(Keys.END)
+            .key_down(Keys.SHIFT)
+            .send_keys(Keys.HOME)
+            .key_up(Keys.SHIFT)
+            .send_keys(Keys.DELETE)
+        ).perform()
+
+    def zoom_in_graph_by_ratio(
+        self, elem_or_selector, start_fraction=0.5, zoom_box_fraction=0.2, compare=True
+    ):
+        """Zoom out a graph with a zoom box fraction of component dimension
+        default start at middle with a rectangle of 1/5 of the dimension use
+        `compare` to control if we check the svg get changed."""
+        elem = self._get_element(elem_or_selector)
+
+        prev = elem.get_attribute("innerHTML")
+        w, h = elem.size["width"], elem.size["height"]
+        try:
+            ActionChains(self.driver).move_to_element_with_offset(
+                elem, w * start_fraction, h * start_fraction
+            ).drag_and_drop_by_offset(
+                elem, w * zoom_box_fraction, h * zoom_box_fraction
+            ).perform()
+        except MoveTargetOutOfBoundsException:
+            logger.exception("graph offset outside of the boundary")
+        if compare:
+            assert prev != elem.get_attribute(
+                "innerHTML"
+            ), "SVG content should be different after zoom"
+
+    def click_at_coord_fractions(self, elem_or_selector, fx, fy):
+        elem = self._get_element(elem_or_selector)
+
+        ActionChains(self.driver).move_to_element_with_offset(
+            elem, elem.size["width"] * fx, elem.size["height"] * fy
+        ).click().perform()
+
+    def get_logs(self):
+        """Return a list of `SEVERE` level logs after last reset time stamps
+        (default to 0, resettable by `reset_log_timestamp`.
+
+        Chrome only
+        """
+        if self._browser == "chrome":
+            return [
+                entry
+                for entry in self.driver.get_log("browser")
+                if entry["timestamp"] > self._last_ts
+            ]
+        warnings.warn("get_logs always return None with webdrivers other than Chrome")
+        return None
+
+    def reset_log_timestamp(self):
+        """reset_log_timestamp only work with chrome webdriver."""
+        if self._browser == "chrome":
+            entries = self.driver.get_log("browser")
+            if entries:
+                self._last_ts = entries[-1]["timestamp"]
+
+    @property
+    def driver(self):
+        """Expose the selenium webdriver as fixture property."""
+        return self._driver
+
+    @property
+    def session_id(self):
+        return self.driver.session_id
+
+    @property
+    def server_url(self) -> str:
+        return self._url
+
+    @server_url.setter
+    def server_url(self, value):
+        """Set the server url so the selenium is aware of the local server
+        port.
+
+        It also implicitly calls `wait_for_page`.
+        """
+        self._url = value
+        self.wait_for_page()
+
+    @property
+    def download_path(self):
+        return self._download_path
+
+    @property
+    def wait_timeout(self):
+        return self._wait_timeout
+
+    @wait_timeout.setter
+    def wait_timeout(self, value):
+        self._wait_timeout = value
+        self._wd_wait = WebDriverWait(self.driver, value)
diff --git a/venv/lib/python3.8/site-packages/dash/testing/composite.py b/venv/lib/python3.8/site-packages/dash/testing/composite.py
new file mode 100644
index 0000000..8a3abee
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/dash/testing/composite.py
@@ -0,0 +1,46 @@
+from dash.testing.browser import Browser
+
+
+class DashComposite(Browser):
+    def __init__(self, server, **kwargs):
+        super().__init__(**kwargs)
+        self.server = server
+
+    def start_server(self, app, navigate=True, **kwargs):
+        """Start the local server with app."""
+
+        # start server with app and pass Dash arguments
+        self.server(app, **kwargs)
+
+        if navigate:
+            # set the default server_url, it implicitly call wait_for_page
+            self.server_url = self.server.url
+
+
+class DashRComposite(Browser):
+    def __init__(self, server, **kwargs):
+        super().__init__(**kwargs)
+        self.server = server
+
+    def start_server(self, app, cwd=None):
+
+        # start server with dashR app. The app sets its own run_server args
+        # on the R side, but we support overriding the automatic cwd
+        self.server(app, cwd=cwd)
+
+        # set the default server_url, it implicitly call wait_for_page
+        self.server_url = self.server.url
+
+
+class DashJuliaComposite(Browser):
+    def __init__(self, server, **kwargs):
+        super().__init__(**kwargs)
+        self.server = server
+
+    def start_server(self, app, cwd=None):
+        # start server with Dash.jl app. The app sets its own run_server args
+        # on the Julia side, but we support overriding the automatic cwd
+        self.server(app, cwd=cwd)
+
+        # set the default server_url, it implicitly call wait_for_page
+        self.server_url = self.server.url
diff --git a/venv/lib/python3.8/site-packages/dash/testing/consts.py b/venv/lib/python3.8/site-packages/dash/testing/consts.py
new file mode 100644
index 0000000..ea62a29
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/dash/testing/consts.py
@@ -0,0 +1 @@
+SELENIUM_GRID_DEFAULT = "http://localhost:4444/wd/hub"
diff --git a/venv/lib/python3.8/site-packages/dash/testing/dash_page.py b/venv/lib/python3.8/site-packages/dash/testing/dash_page.py
new file mode 100644
index 0000000..2f4d69f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/dash/testing/dash_page.py
@@ -0,0 +1,99 @@
+# type: ignore[reportAttributeAccessIssue]
+# Ignore attribute access issues when type checking because mixin
+# class depends on other class lineage to supply things. We could use
+# a protocol definition here instead…
+
+from bs4 import BeautifulSoup
+
+
+class DashPageMixin:
+    def _get_dash_dom_by_attribute(self, attr):
+        return BeautifulSoup(
+            self.find_element(self.dash_entry_locator).get_attribute(attr), "lxml"
+        )
+
+    @property
+    def devtools_error_count_locator(self):
+        return ".test-devtools-error-count"
+
+    @property
+    def dash_entry_locator(self):
+        return "#react-entry-point"
+
+    @property
+    def dash_outerhtml_dom(self):
+        return self._get_dash_dom_by_attribute("outerHTML")
+
+    @property
+    def dash_innerhtml_dom(self):
+        return self._get_dash_dom_by_attribute("innerHTML")
+
+    @property
+    def redux_state_paths(self):
+        return self.driver.execute_script(
+            """
+            var p = window.store.getState().paths;
+            return {strs: p.strs, objs: p.objs}
+            """
+        )
+
+    @property
+    def redux_state_rqs(self):
+        return self.driver.execute_script(
+            """
+
+            // Check for legacy `pendingCallbacks` store prop (compatibility for Dash matrix testing)
+            var pendingCallbacks = window.store.getState().pendingCallbacks;
+            if (pendingCallbacks) {
+                return pendingCallbacks.map(function(cb) {
+                    var out = {};
+                    for (var key in cb) {
+                        if (typeof cb[key] !== 'function') { out[key] = cb[key]; }
+                    }
+                    return out;
+                });
+            }
+
+            // Otherwise, use the new `callbacks` store prop
+            var callbacksState =  Object.assign({}, window.store.getState().callbacks);
+            delete callbacksState.stored;
+            delete callbacksState.completed;
+
+            return Array.prototype.concat.apply([], Object.values(callbacksState));
+            """
+        )
+
+    @property
+    def redux_state_is_loading(self):
+        return self.driver.execute_script(
+            """
+            return window.store.getState().isLoading;
+            """
+        )
+
+    @property
+    def window_store(self):
+        return self.driver.execute_script("return window.store")
+
+    def _wait_for_callbacks(self):
+        return (not self.window_store) or self.redux_state_rqs == []
+
+    def get_local_storage(self, store_id="local"):
+        return self.driver.execute_script(
+            f"return JSON.parse(window.localStorage.getItem('{store_id}'));"
+        )
+
+    def get_session_storage(self, session_id="session"):
+        return self.driver.execute_script(
+            f"return JSON.parse(window.sessionStorage.getItem('{session_id}'));"
+        )
+
+    def clear_local_storage(self):
+        self.driver.execute_script("window.localStorage.clear()")
+
+    def clear_session_storage(self):
+        self.driver.execute_script("window.sessionStorage.clear()")
+
+    def clear_storage(self):
+        self.clear_local_storage()
+        self.clear_session_storage()
diff --git a/venv/lib/python3.8/site-packages/dash/testing/errors.py b/venv/lib/python3.8/site-packages/dash/testing/errors.py
new file mode 100644
index 0000000..772386d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/dash/testing/errors.py
@@ -0,0 +1,26 @@
+class DashTestingError(Exception):
+    """Base error for pytest-dash."""
+
+
+class InvalidDriverError(DashTestingError):
+    """An invalid selenium driver was specified."""
+
+
+class NoAppFoundError(DashTestingError):
+    """No `app` was found in the file."""
+
+
+class DashAppLoadingError(DashTestingError):
+    """The dash app failed to load."""
+
+
+class ServerCloseError(DashTestingError):
+    """The server cannot be closed."""
+
+
+class TestingTimeoutError(DashTestingError):
+    """All timeout error about dash testing."""
+
+
+class BrowserError(DashTestingError):
+    """All browser relevant errors."""
diff --git a/venv/lib/python3.8/site-packages/dash/testing/newhooks.py b/venv/lib/python3.8/site-packages/dash/testing/newhooks.py
new file mode 100644
index 0000000..07e850d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/dash/testing/newhooks.py
@@ -0,0 +1,2 @@
+def pytest_setup_options():
+    """Called before webdriver is initialized."""
diff --git a/venv/lib/python3.8/site-packages/dash/testing/plugin.py b/venv/lib/python3.8/site-packages/dash/testing/plugin.py
new file mode 100644
index 0000000..1b917d7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/dash/testing/plugin.py
@@ -0,0 +1,263 @@
+# pylint: disable=missing-docstring,redefined-outer-name
+from typing import Any
+
+import pytest
+from .consts import SELENIUM_GRID_DEFAULT
+
+
+# pylint: disable=too-few-public-methods
+class MissingDashTesting:
+    def __init__(self, **kwargs):
+        raise Exception(
+            "dash[testing] was not installed. "
+            "Please install to use the dash testing fixtures."
+        )
+
+    def __enter__(self) -> Any:
+        """Implemented to satisfy type checking."""
+
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb) -> bool:
+        """Implemented to satisfy type checking."""
+
+        return False
+
+
+try:
+    from dash.testing.application_runners import (
+        ThreadedRunner,
+        ProcessRunner,
+        RRunner,
+        JuliaRunner,
+        MultiProcessRunner,
+    )
+    from dash.testing.browser import Browser
+    from dash.testing.composite import DashComposite, DashRComposite, DashJuliaComposite
+
+    # pylint: disable=unused-import
+    import dash_testing_stub  # noqa: F401
+
+    _installed = True
+except ImportError:
+    # Running pytest without dash[testing] installed.
+    ThreadedRunner = MissingDashTesting
+    ProcessRunner = MissingDashTesting
+    MultiProcessRunner = MissingDashTesting
+    RRunner = MissingDashTesting
+    JuliaRunner = MissingDashTesting
+    Browser = MissingDashTesting
+    DashComposite = MissingDashTesting
+    DashRComposite = MissingDashTesting
+    DashJuliaComposite = MissingDashTesting
+    _installed = False
+
+
+def pytest_addoption(parser):
+    if not _installed:
+        return
+
+    dash = parser.getgroup("Dash", "Dash Integration Tests")
+
+    dash.addoption(
+        "--webdriver",
+        choices=("Chrome", "Firefox"),
+        default="Chrome",
+        help="Name of the selenium driver to use",
+    )
+
+    dash.addoption(
+        "--remote", action="store_true", help="instruct pytest to use selenium grid"
+    )
+
+    dash.addoption(
+        "--remote-url",
+        action="store",
+        default=SELENIUM_GRID_DEFAULT,
+        help="set a different selenium grid remote url if other than default",
+    )
+
+    dash.addoption(
+        "--headless", action="store_true", help="set this flag to run in headless mode"
+    )
+
+    dash.addoption(
+        "--percy-assets",
+        action="store",
+        default="tests/assets",
+        help="configure how Percy will discover your app's assets",
+    )
+
+    dash.addoption(
+        "--nopercyfinalize",
+        action="store_false",
+        help="set this flag to control percy finalize at CI level",
+    )
+
+    dash.addoption(
+        "--pause",
+        action="store_true",
+        help="pause using pdb after opening the test app, so you can interact with it",
+    )
+
+
+@pytest.mark.tryfirst
+def pytest_addhooks(pluginmanager):
+    if not _installed:
+        return
+    # https://github.com/pytest-dev/pytest-xdist/blob/974bd566c599dc6a9ea291838c6f226197208b46/xdist/plugin.py#L67
+    # avoid warnings with pytest-2.8
+    from dash.testing import newhooks  # pylint: disable=import-outside-toplevel
+
+    method = getattr(pluginmanager, "add_hookspecs", None)
+    if method is None:
+        method = pluginmanager.addhooks  # pragma: no cover
+    method(newhooks)
+
+
+@pytest.hookimpl(tryfirst=True, hookwrapper=True)
+def pytest_runtest_makereport(item, call):  # pylint: disable=unused-argument
+    # execute all other hooks to obtain the report object
+    outcome = yield
+    if not _installed:
+        return
+    rep = outcome.get_result()
+
+    # we only look at actual failing test calls, not setup/teardown
+    if rep.when == "call" and rep.failed and hasattr(item, "funcargs"):
+        for name, fixture in item.funcargs.items():
+            try:
+                if name in {"dash_duo", "dash_br", "dashr", "dashjl"}:
+                    fixture.take_snapshot(item.name)
+            except Exception as e:  # pylint: disable=broad-except
+                print(e)
+
+
+###############################################################################
+# Fixtures
+###############################################################################
+
+
+@pytest.fixture
+def dash_thread_server() -> ThreadedRunner:  # type: ignore[reportInvalidTypeForm]
+    """Start a local dash server in a new thread."""
+    with ThreadedRunner() as starter:
+        yield starter
+
+
+@pytest.fixture
+def dash_process_server() -> ProcessRunner:  # type: ignore[reportInvalidTypeForm]
+    """Start a Dash server with subprocess.Popen and waitress-serve."""
+    with ProcessRunner() as starter:
+        yield starter
+
+
+@pytest.fixture
+def dash_multi_process_server() -> MultiProcessRunner:  # type: ignore[reportInvalidTypeForm]
+    with MultiProcessRunner() as starter:
+        yield starter
+
+
+@pytest.fixture
+def dashr_server() -> RRunner:  # type: ignore[reportInvalidTypeForm]
+    with RRunner() as starter:
+        yield starter
+
+
+@pytest.fixture
+def dashjl_server() -> JuliaRunner:  # type: ignore[reportInvalidTypeForm]
+    with JuliaRunner() as starter:
+        yield starter
+
+
+@pytest.fixture
+def dash_br(request, tmpdir) -> Browser:  # type: ignore[reportInvalidTypeForm]
+    with Browser(
+        browser=request.config.getoption("webdriver"),
+        remote=request.config.getoption("remote"),
+        remote_url=request.config.getoption("remote_url"),
+        headless=request.config.getoption("headless"),
+        options=request.config.hook.pytest_setup_options(),
+        download_path=tmpdir.mkdir("download").strpath,
+        percy_assets_root=request.config.getoption("percy_assets"),
+        percy_finalize=request.config.getoption("nopercyfinalize"),
+        pause=request.config.getoption("pause"),
+    ) as browser:
+        yield browser
+
+
+@pytest.fixture
+def dash_duo(request, dash_thread_server, tmpdir) -> DashComposite:  # type: ignore[reportInvalidTypeForm]
+    with DashComposite(
+        server=dash_thread_server,
+        browser=request.config.getoption("webdriver"),
+        remote=request.config.getoption("remote"),
+        remote_url=request.config.getoption("remote_url"),
+        headless=request.config.getoption("headless"),
+        options=request.config.hook.pytest_setup_options(),
+        download_path=tmpdir.mkdir("download").strpath,
+        percy_assets_root=request.config.getoption("percy_assets"),
+        percy_finalize=request.config.getoption("nopercyfinalize"),
+        pause=request.config.getoption("pause"),
+    ) as dc:
+        yield dc
+
+
+@pytest.fixture
+def dash_duo_mp(request, dash_multi_process_server, tmpdir) -> DashComposite:  # type: ignore[reportInvalidTypeForm]
+    with DashComposite(
+        server=dash_multi_process_server,
+        browser=request.config.getoption("webdriver"),
+        remote=request.config.getoption("remote"),
+        remote_url=request.config.getoption("remote_url"),
+        headless=request.config.getoption("headless"),
+        options=request.config.hook.pytest_setup_options(),
+        download_path=tmpdir.mkdir("download").strpath,
+        percy_assets_root=request.config.getoption("percy_assets"),
+        percy_finalize=request.config.getoption("nopercyfinalize"),
+        pause=request.config.getoption("pause"),
+    ) as dc:
+        yield dc
+
+
+@pytest.fixture
+def dashr(request, dashr_server, tmpdir) -> DashRComposite:  # type: ignore[reportInvalidTypeForm]
+    with DashRComposite(
+        server=dashr_server,
+        browser=request.config.getoption("webdriver"),
+        remote=request.config.getoption("remote"),
+        remote_url=request.config.getoption("remote_url"),
+        headless=request.config.getoption("headless"),
+        options=request.config.hook.pytest_setup_options(),
+        download_path=tmpdir.mkdir("download").strpath,
+        percy_assets_root=request.config.getoption("percy_assets"),
+        percy_finalize=request.config.getoption("nopercyfinalize"),
+        pause=request.config.getoption("pause"),
+    ) as dc:
+        yield dc
+
+
+@pytest.fixture
+def dashjl(request, dashjl_server, tmpdir) -> DashJuliaComposite:  # type: ignore[reportInvalidTypeForm]
+    with DashJuliaComposite(
+        server=dashjl_server,
+        browser=request.config.getoption("webdriver"),
+        remote=request.config.getoption("remote"),
+        remote_url=request.config.getoption("remote_url"),
+        headless=request.config.getoption("headless"),
+        options=request.config.hook.pytest_setup_options(),
+        download_path=tmpdir.mkdir("download").strpath,
+        percy_assets_root=request.config.getoption("percy_assets"),
+        percy_finalize=request.config.getoption("nopercyfinalize"),
+        pause=request.config.getoption("pause"),
+    ) as dc:
+        yield dc
+
+
+@pytest.fixture
+def diskcache_manager():
+    from dash.background_callback import (  # pylint: disable=import-outside-toplevel
+        DiskcacheManager,
+    )
+
+    return DiskcacheManager()
diff --git a/venv/lib/python3.8/site-packages/dash/testing/wait.py b/venv/lib/python3.8/site-packages/dash/testing/wait.py
new file mode 100644
index 0000000..d9bd8b0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/dash/testing/wait.py
@@ -0,0 +1,161 @@
+# pylint: disable=too-few-public-methods
+"""Utils methods for pytest-dash such wait_for wrappers."""
+
+import time
+import logging
+from selenium.common.exceptions import WebDriverException
+from selenium.webdriver.common.by import By
+from dash.testing.errors import TestingTimeoutError
+
+
+logger = logging.getLogger(__name__)
+
+
+def until(
+    wait_cond, timeout, poll=0.1, msg="expected condition not met within timeout"
+):  # noqa: C0330
+    res = wait_cond()
+    logger.debug(
+        "start wait.until with method, timeout, poll => %s %s %s",
+        wait_cond,
+        timeout,
+        poll,
+    )
+    end_time = time.time() + timeout
+    while not res:
+        if time.time() > end_time:
+            raise TestingTimeoutError(msg)
+        time.sleep(poll)
+        res = wait_cond()
+        logger.debug("poll => %s", time.time())
+
+    return res
+
+
+def until_not(
+    wait_cond, timeout, poll=0.1, msg="expected condition met within timeout"
+):  # noqa: C0330
+    res = wait_cond()
+    logger.debug(
+        "start wait.until_not method, timeout, poll => %s %s %s",
+        wait_cond,
+        timeout,
+        poll,
+    )
+    end_time = time.time() + timeout
+    while res:
+        if time.time() > end_time:
+            raise TestingTimeoutError(msg)
+        time.sleep(poll)
+        res = wait_cond()
+        logger.debug("poll => %s", time.time())
+
+    return res
+
+
+class contains_text:
+    def __init__(self, selector, text, timeout):
+        self.selector = selector
+        self.text = text
+        self.timeout = timeout
+
+    def __call__(self, driver):
+        try:
+            elem = driver.find_element(By.CSS_SELECTOR, self.selector)
+            logger.debug("contains text {%s} => expected %s", elem.text, self.text)
+            value = elem.get_attribute("value")
+            return self.text in str(elem.text) or (
+                value is not None and self.text in str(value)
+            )
+        except WebDriverException:
+            return False
+
+    def message(self, driver):
+        try:
+            element = self._get_element(driver)
+            text = "found: " + str(element.text) or str(element.get_attribute("value"))
+        except WebDriverException:
+            text = f"{self.selector} not found"
+        return f"text -> {self.text} not found inside element within {self.timeout}s, {text}"
+
+    def _get_element(self, driver):
+        return driver.find_element(By.CSS_SELECTOR, self.selector)
+
+
+class contains_class:
+    def __init__(self, selector, classname):
+        self.selector = selector
+        self.classname = classname
+
+    def __call__(self, driver):
+        try:
+            elem = driver.find_element(By.CSS_SELECTOR, self.selector)
+            classname = elem.get_attribute("class")
+            logger.debug(
+                "contains class {%s} => expected %s", classname, self.classname
+            )
+            return self.classname in str(classname).split(" ")
+        except WebDriverException:
+            return False
+
+
+class text_to_equal:
+    def __init__(self, selector, text, timeout):
+        self.selector = selector
+        self.text = text
+        self.timeout = timeout
+
+    def __call__(self, driver):
+        try:
+            elem = self._get_element(driver)
+            logger.debug("text to equal {%s} => expected %s", elem.text, self.text)
+            value = elem.get_attribute("value")
+            return str(elem.text) == self.text or (
+                value is not None and str(value) == self.text
+            )
+        except WebDriverException:
+            return False
+
+    def message(self, driver):
+        try:
+            element = self._get_element(driver)
+            text = "found: " + str(element.text) or str(element.get_attribute("value"))
+        except WebDriverException:
+            text = f"{self.selector} not found"
+        return f"text -> {self.text} not found within {self.timeout}s, {text}"
+
+    def _get_element(self, driver):
+        return driver.find_element(By.CSS_SELECTOR, self.selector)
+
+
+class style_to_equal:
+    def __init__(self, selector, style, val):
+        self.selector = selector
+        self.style = style
+        self.val = val
+
+    def __call__(self, driver):
+        try:
+            elem = driver.find_element(By.CSS_SELECTOR, self.selector)
+            val = elem.value_of_css_property(self.style)
+            logger.debug("style to equal {%s} => expected %s", val, self.val)
+            return val == self.val
+        except WebDriverException:
+            return False
+
+
+class class_to_equal:
+    def __init__(self, selector, classname):
+        self.selector = selector
+        self.classname = classname
+
+    def __call__(self, driver):
+        try:
+            elem = driver.find_element(By.CSS_SELECTOR, self.selector)
+            classname = elem.get_attribute("class")
+            logger.debug(
+                "class to equal {%s} => expected %s", classname, self.classname
+            )
+            return str(classname) == self.classname
+        except WebDriverException:
+            return False