diff --git a/openadapt/app/main.py b/openadapt/app/main.py
index ab5d68a81..fac1f3f77 100644
--- a/openadapt/app/main.py
+++ b/openadapt/app/main.py
@@ -8,12 +8,14 @@
run_app()
"""
+from functools import partial
+from subprocess import Popen
import base64
import os
from nicegui import app, ui
-from openadapt import config, replay, visualize
+from openadapt import config, replay
from openadapt.app.cards import recording_prompt, select_import, settings
from openadapt.app.objects.console import Console
from openadapt.app.util import clear_db, on_export, on_import
@@ -31,62 +33,57 @@
logger = None
-# Add logo
-# right align icon
-with ui.row().classes("w-full justify-right"):
- # settings
- # alignment trick
- with ui.avatar(color="white" if dark else "black", size=128):
- logo_base64 = base64.b64encode(
- open(os.path.join(FPATH, "assets/logo.png"), "rb").read()
+def start(fullscreen: bool = False) -> None:
+ """Start the OpenAdapt application."""
+ with ui.row().classes("w-full justify-right"):
+ with ui.avatar(color="white" if dark else "black", size=128):
+ logo_base64 = base64.b64encode(
+ open(os.path.join(FPATH, "assets/logo.png"), "rb").read()
+ )
+ img = bytes(
+ f"data:image/png;base64,{(logo_base64.decode('utf-8'))}",
+ encoding="utf-8",
+ )
+ ui.image(img.decode("utf-8"))
+ ui.icon("settings").tooltip("Settings").on("click", lambda: settings(dark))
+ ui.icon("delete").on("click", lambda: clear_db(log=logger)).tooltip(
+ "Clear all recorded data"
)
- img = bytes(
- f"data:image/png;base64,{(logo_base64.decode('utf-8'))}",
- encoding="utf-8",
+ ui.icon("upload").tooltip("Export Data").on("click", lambda: on_export(SERVER))
+ ui.icon("download").tooltip("Import Data").on(
+ "click", lambda: select_import(on_import)
+ )
+ ui.icon("share").tooltip("Share").on(
+ "click", lambda: (_ for _ in ()).throw(Exception(NotImplementedError))
)
- ui.image(img.decode("utf-8"))
- ui.icon("settings").tooltip("Settings").on("click", lambda: settings(dark))
- ui.icon("delete").on("click", lambda: clear_db(log=logger)).tooltip(
- "Clear all recorded data"
- )
- ui.icon("upload").tooltip("Export Data").on("click", lambda: on_export(SERVER))
- ui.icon("download").tooltip("Import Data").on(
- "click", lambda: select_import(on_import)
- )
- ui.icon("share").tooltip("Share").on(
- "click", lambda: (_ for _ in ()).throw(Exception(NotImplementedError))
- )
- with ui.splitter(value=20) as splitter:
- splitter.classes("w-full h-full")
- with splitter.before:
- with ui.column().classes("w-full h-full"):
- record_button = (
- ui.icon("radio_button_checked", size="64px")
- .on(
- "click",
- lambda: recording_prompt(OPTIONS, record_button),
+ with ui.splitter(value=20) as splitter:
+ splitter.classes("w-full h-full")
+ with splitter.before:
+ with ui.column().classes("w-full h-full"):
+ record_button = (
+ ui.icon("radio_button_checked", size="64px")
+ .on(
+ "click",
+ lambda: recording_prompt(OPTIONS, record_button),
+ )
+ .tooltip("Record a new replay / Stop recording")
)
- .tooltip("Record a new replay / Stop recording")
- )
- ui.icon("visibility", size="64px").on("click", visualize.main).tooltip(
- "Visualize the latest replay"
- )
-
- ui.icon("play_arrow", size="64px").on(
- "click",
- lambda: replay.replay("NaiveReplayStrategy"),
- ).tooltip("Play the latest replay")
- with splitter.after:
- logger = Console()
- logger.log.style("height: 250px;, width: 300px;")
+ ui.icon("visibility", size="64px").on(
+ "click", partial(Popen, ["python", "-m", "openadapt.visualize"])
+ ).tooltip("Visualize the latest replay")
- splitter.enabled = False
+ ui.icon("play_arrow", size="64px").on(
+ "click",
+ lambda: replay.replay("NaiveReplayStrategy"),
+ ).tooltip("Play the latest replay")
+ with splitter.after:
+ logger = Console()
+ logger.log.style("height: 250px;, width: 300px;")
+ splitter.enabled = False
-def start(fullscreen: bool = False) -> None:
- """Start the OpenAdapt application."""
ui.run(
title="OpenAdapt Client",
native=True,
diff --git a/openadapt/app/tray.py b/openadapt/app/tray.py
index 34d63bc3e..90ac5eb3f 100644
--- a/openadapt/app/tray.py
+++ b/openadapt/app/tray.py
@@ -2,11 +2,13 @@
usage: `python -m openadapt.app.tray` or `poetry run app`
"""
+
from functools import partial
-from threading import Thread
+from subprocess import Popen
import os
import sys
+from loguru import logger
from notifypy import Notify
from PySide6.QtCore import QTimer
from PySide6.QtGui import QAction, QIcon
@@ -18,7 +20,6 @@
from openadapt.extensions.thread import Thread as oaThread
from openadapt.models import Recording
from openadapt.replay import replay
-from openadapt.visualize import main as visualize
# hide dock icon on macos
if sys.platform == "darwin":
@@ -78,6 +79,8 @@ def __init__(self) -> None:
self.timer.timeout.connect(self.update_tray_icon)
self.timer.start()
+ self.visualize_proc = None
+
Notify("Status", "OpenAdapt is running in the background.", "OpenAdapt").send()
def update_tray_icon(self) -> None:
@@ -117,11 +120,16 @@ def _visualize(self, recording: Recording) -> None:
recording (Recording): The recording to visualize.
"""
Notify("Status", "Starting visualization...", "OpenAdapt").send()
- vthread = oaThread(target=visualize, args=(recording,))
- vthread.run()
- if vthread.join():
- Notify("Status", "Visualization finished", "OpenAdapt").send()
- else:
+ try:
+ if self.visualize_proc is not None:
+ self.visualize_proc.kill()
+ self.visualize_proc = Popen(
+ f"python -m openadapt.visualize --timestamp {recording.timestamp}",
+ shell=True,
+ )
+
+ except Exception as e:
+ logger.error(e)
Notify("Status", "Visualization failed", "OpenAdapt").send()
def _replay(self, recording: Recording) -> None:
@@ -163,7 +171,7 @@ def populate_menu(self, menu: QMenu, action: QAction, action_type: str) -> None:
def show_app(self) -> None:
"""Show the main application window."""
if self.app_thread is None or not self.app_thread.is_alive():
- self.app_thread = Thread(target=start, daemon=True, args=(True,))
+ self.app_thread = oaThread(target=start, daemon=True, args=(True,))
self.app_thread.start()
def run(self) -> None:
diff --git a/openadapt/config.py b/openadapt/config.py
index 9aab3fa92..5c424c1c9 100644
--- a/openadapt/config.py
+++ b/openadapt/config.py
@@ -88,6 +88,13 @@
"children",
],
"PLOT_PERFORMANCE": True,
+ # VISUALIZATION CONFIGURATIONS
+ "VISUALIZE_DARK_MODE": False,
+ "VISUALIZE_RUN_NATIVELY": True,
+ "VISUALIZE_DENSE_TREES": True,
+ "VISUALIZE_ANIMATIONS": True,
+ "VISUALIZE_EXPAND_ALL": False, # not recommended for large trees
+ "VISUALIZE_MAX_TABLE_CHILDREN": 10,
# Calculate and save the difference between 2 neighboring screenshots
"SAVE_SCREENSHOT_DIFF": False,
"SPACY_MODEL_NAME": "en_core_web_trf",
@@ -132,6 +139,8 @@ def getenv_fallback(var_name: str) -> str:
"0",
):
rval = rval.lower() == "true" or rval == "1"
+ if type(rval) is str and rval.isnumeric():
+ rval = int(rval)
if rval is None:
raise ValueError(f"{var_name=} not defined")
return rval
diff --git a/openadapt/deprecated/__init__.py b/openadapt/deprecated/__init__.py
new file mode 100644
index 000000000..f4f6adfcf
--- /dev/null
+++ b/openadapt/deprecated/__init__.py
@@ -0,0 +1,4 @@
+"""Deprecated modules.
+
+Module: __init__.py
+"""
diff --git a/openadapt/deprecated/visualize.py b/openadapt/deprecated/visualize.py
new file mode 100644
index 000000000..bad2753ef
--- /dev/null
+++ b/openadapt/deprecated/visualize.py
@@ -0,0 +1,336 @@
+"""Implements visualization utilities for OpenAdapt."""
+
+from pprint import pformat
+from threading import Timer
+import html
+import os
+import string
+
+from bokeh.io import output_file, show
+from bokeh.layouts import layout, row
+from bokeh.models.widgets import Div
+from loguru import logger
+from tqdm import tqdm
+
+from openadapt import config
+from openadapt.crud import get_latest_recording
+from openadapt.events import get_events
+from openadapt.models import Recording
+from openadapt.privacy.providers.presidio import PresidioScrubbingProvider
+from openadapt.utils import (
+ EMPTY,
+ configure_logging,
+ display_event,
+ evenly_spaced,
+ image2utf8,
+ row2dict,
+ rows2dicts,
+)
+
+SCRUB = config.SCRUB_ENABLED
+if SCRUB:
+ scrub = PresidioScrubbingProvider()
+
+LOG_LEVEL = "INFO"
+MAX_EVENTS = None
+MAX_TABLE_CHILDREN = 5
+MAX_TABLE_STR_LEN = 1024
+PROCESS_EVENTS = True
+IMG_WIDTH_PCT = 60
+CSS = string.Template("""
+ table {
+ outline: 1px solid black;
+ }
+ table th {
+ vertical-align: top;
+ }
+ .screenshot img {
+ display: none;
+ width: ${IMG_WIDTH_PCT}vw;
+ }
+ .screenshot img:nth-child(1) {
+ display: block;
+ }
+
+ .screenshot:hover img:nth-child(1) {
+ display: none;
+ }
+ .screenshot:hover img:nth-child(2) {
+ display: block;
+ }
+ .screenshot:hover img:nth-child(3) {
+ display: none;
+ }
+
+ .screenshot:active img:nth-child(1) {
+ display: none;
+ }
+ .screenshot:active img:nth-child(2) {
+ display: none;
+ }
+ .screenshot:active img:nth-child(3) {
+ display: block;
+ }
+""").substitute(
+ IMG_WIDTH_PCT=IMG_WIDTH_PCT,
+)
+
+
+def recursive_len(lst: list, key: str) -> int:
+ """Calculate the recursive length of a list based on a key.
+
+ Args:
+ lst (list): The list to calculate the length of.
+ key: The key to access the sublists.
+
+ Returns:
+ int: The recursive length of the list.
+ """
+ try:
+ _len = len(lst)
+ except TypeError:
+ return 0
+ for obj in lst:
+ try:
+ _len += recursive_len(obj.get(key), key)
+ except AttributeError:
+ continue
+ return _len
+
+
+def format_key(key: str, value: list) -> str:
+ """Format a key and value for display.
+
+ Args:
+ key: The key to format.
+ value: The value associated with the key.
+
+ Returns:
+ str: The formatted key and value.
+ """
+ if isinstance(value, list):
+ return f"{key} ({len(value)}; {recursive_len(value, key)})"
+ else:
+ return key
+
+
+def indicate_missing(some: list, every: list, indicator: str) -> list:
+ """Indicate missing elements in a list.
+
+ Args:
+ some (list): The list with potentially missing elements.
+ every (list): The reference list with all elements.
+ indicator (str): The indicator to use for missing elements.
+
+ Returns:
+ list: The list with indicators for missing elements.
+ """
+ rval = []
+ some_idx = 0
+ every_idx = 0
+ while some_idx < len(some):
+ skipped = False
+ while some[some_idx] != every[every_idx]:
+ every_idx += 1
+ skipped = True
+ if skipped:
+ rval.append(indicator)
+ rval.append(some[some_idx])
+ some_idx += 1
+ every_idx += 1
+ return rval
+
+
+def dict2html(
+ obj: dict,
+ max_children: int = MAX_TABLE_CHILDREN,
+ max_len: int = MAX_TABLE_STR_LEN,
+) -> str:
+ """Convert a dictionary to an HTML representation.
+
+ Args:
+ obj (dict): The dictionary to convert.
+ max_children (int): The maximum number of child elements to display in a table.
+ max_len (int): The maximum length of a string value in the HTML representation.
+
+ Returns:
+ str: The HTML representation of the dictionary.
+ """
+ if isinstance(obj, list):
+ children = [dict2html(value, max_children) for value in obj]
+ if max_children is not None and len(children) > max_children:
+ all_children = children
+ children = evenly_spaced(children, max_children)
+ children = indicate_missing(children, all_children, "...")
+ html_str = "\n".join(children)
+ elif isinstance(obj, dict):
+ rows_html = "\n".join([f"""
+
+ | {format_key(key, value)} |
+ {dict2html(value, max_children)} |
+
+ """ for key, value in obj.items() if value not in EMPTY])
+ html_str = f""
+ else:
+ html_str = html.escape(str(obj))
+ if len(html_str) > max_len:
+ n = max_len // 2
+ head = html_str[:n]
+ tail = html_str[-n:]
+ snipped = html_str[n:-n]
+ middle = f"
...(snipped {len(snipped):,})...
"
+ html_str = head + middle + tail
+ return html_str
+
+
+@logger.catch
+def main(recording: Recording = None) -> bool:
+ """Visualize a recording.
+
+ Args:
+ recording (Recording, optional): The recording to visualize.
+
+ Returns:
+ bool: True if visualization was successful, None otherwise.
+ """
+ configure_logging(logger, LOG_LEVEL)
+
+ if recording is None:
+ recording = get_latest_recording()
+ if SCRUB:
+ scrub.scrub_text(recording.task_description)
+ logger.debug(f"{recording=}")
+
+ meta = {}
+ action_events = get_events(recording, process=PROCESS_EVENTS, meta=meta)
+ event_dicts = rows2dicts(action_events)
+
+ if SCRUB:
+ event_dicts = scrub.scrub_list_dicts(event_dicts)
+ logger.info(f"event_dicts=\n{pformat(event_dicts)}")
+
+ recording_dict = row2dict(recording)
+ if SCRUB:
+ recording_dict = scrub.scrub_dict(recording_dict)
+
+ rows = [
+ row(
+ Div(
+ text=f"",
+ ),
+ ),
+ row(
+ Div(
+ text=f"{dict2html(recording_dict)}",
+ ),
+ ),
+ row(
+ Div(
+ text=f"{dict2html(meta)}",
+ width_policy="max",
+ ),
+ ),
+ ]
+ logger.info(f"{len(action_events)=}")
+
+ num_events = (
+ min(MAX_EVENTS, len(action_events))
+ if MAX_EVENTS is not None
+ else len(action_events)
+ )
+ with tqdm(
+ total=num_events,
+ desc="Preparing HTML",
+ unit="event",
+ colour="green",
+ dynamic_ncols=True,
+ ) as progress:
+ for idx, action_event in enumerate(action_events):
+ if idx == MAX_EVENTS:
+ break
+ image = display_event(action_event)
+ diff = display_event(action_event, diff=True)
+ mask = action_event.screenshot.diff_mask
+
+ if SCRUB:
+ image = scrub.scrub_image(image)
+ diff = scrub.scrub_image(diff)
+ mask = scrub.scrub_image(mask)
+
+ image_utf8 = image2utf8(image)
+ diff_utf8 = image2utf8(diff)
+ mask_utf8 = image2utf8(mask)
+ width, height = image.size
+
+ action_event_dict = row2dict(action_event)
+ window_event_dict = row2dict(action_event.window_event)
+
+ if SCRUB:
+ action_event_dict = scrub.scrub_dict(action_event_dict)
+ window_event_dict = scrub.scrub_dict(window_event_dict)
+
+ rows.append(
+ [
+ row(
+ Div(
+ text=f"""
+
+
+ {dict2html(window_event_dict , None)}
+
+ """,
+ ),
+ Div(text=f"""
+
+ {dict2html(action_event_dict)}
+
+ """),
+ ),
+ ]
+ )
+
+ progress.update()
+
+ progress.close()
+
+ title = f"recording-{recording.id}"
+ fname_out = f"recording-{recording.id}.html"
+ logger.info(f"{fname_out=}")
+ output_file(fname_out, title=title)
+
+ result = show( # noqa: F841
+ layout(
+ rows,
+ )
+ )
+
+ def cleanup() -> None:
+ os.remove(fname_out)
+ removed = not os.path.exists(fname_out)
+ logger.info(f"{removed=}")
+
+ Timer(1, cleanup).start()
+ return True
+
+
+if __name__ == "__main__":
+ main()
diff --git a/openadapt/extensions/thread.py b/openadapt/extensions/thread.py
index fba3090bf..872d986c1 100644
--- a/openadapt/extensions/thread.py
+++ b/openadapt/extensions/thread.py
@@ -8,9 +8,9 @@
class Thread(Thread):
"""Thread class that allows for the return value of a thread to be accessed."""
- def __init__(self, target: callable, args: tuple | list) -> None:
+ def __init__(self, daemon: bool, target: callable, args: tuple | list) -> None:
"""Initialize the Thread class."""
- super().__init__(target=target, args=args)
+ super().__init__(target=target, daemon=daemon, args=args)
self._return = None
def run(self) -> None:
diff --git a/openadapt/utils.py b/openadapt/utils.py
index 49a0f0cdf..7b936991b 100644
--- a/openadapt/utils.py
+++ b/openadapt/utils.py
@@ -655,17 +655,30 @@ def get_strategy_class_by_name() -> dict:
return class_by_name
-def plot_performance(recording_timestamp: float = None) -> None:
+def plot_performance(
+ recording_timestamp: float = None,
+ view_file: bool = True,
+ save_file: bool = True,
+ dark_mode: bool = False,
+) -> str:
"""Plot the performance of the event processing and writing.
Args:
- recording_timestamp (float): The timestamp of the recording
- (defaults to latest).
+ recording_timestamp: The timestamp of the recording (defaults to latest)
+ view_file: Whether to view the file after saving it.
+ save_file: Whether to save the file.
+ dark_mode: Whether to use dark mode.
+
+ Returns:
+ str: a base64-encoded image of the plot, if not viewing the file
"""
type_to_proc_times = defaultdict(list)
type_to_timestamps = defaultdict(list)
event_types = set()
+ if dark_mode:
+ plt.style.use("dark_background")
+
# avoid circular import
from openadapt import crud
@@ -718,13 +731,26 @@ def plot_performance(recording_timestamp: float = None) -> None:
ax.set_title(f"{recording_timestamp=}")
# TODO: add PROC_WRITE_BY_EVENT_TYPE
- fname_parts = ["performance", str(recording_timestamp)]
- fname = "-".join(fname_parts) + ".png"
- os.makedirs(config.DIRNAME_PERFORMANCE_PLOTS, exist_ok=True)
- fpath = os.path.join(config.DIRNAME_PERFORMANCE_PLOTS, fname)
- logger.info(f"{fpath=}")
- plt.savefig(fpath)
- os.system(f"open {fpath}")
+ if save_file:
+ fname_parts = ["performance", str(recording_timestamp)]
+ fname = "-".join(fname_parts) + ".png"
+ os.makedirs(config.DIRNAME_PERFORMANCE_PLOTS, exist_ok=True)
+ fpath = os.path.join(config.DIRNAME_PERFORMANCE_PLOTS, fname)
+ logger.info(f"{fpath=}")
+ plt.savefig(fpath)
+ if view_file:
+ os.system(f"open {fpath}")
+ else:
+ plt.savefig(BytesIO(), format="png") # save fig to void
+ if view_file:
+ plt.show()
+ else:
+ plt.close()
+ return image2utf8(
+ Image.frombytes(
+ "RGB", fig.canvas.get_width_height(), fig.canvas.tostring_rgb()
+ )
+ )
def strip_element_state(action_event: ActionEvent) -> ActionEvent:
diff --git a/openadapt/visualize.py b/openadapt/visualize.py
index bad2753ef..653fb1b01 100644
--- a/openadapt/visualize.py
+++ b/openadapt/visualize.py
@@ -1,202 +1,148 @@
"""Implements visualization utilities for OpenAdapt."""
+from base64 import b64encode
+from functools import partial
+from os import path, sep
from pprint import pformat
-from threading import Timer
-import html
-import os
-import string
-
-from bokeh.io import output_file, show
-from bokeh.layouts import layout, row
-from bokeh.models.widgets import Div
+
from loguru import logger
+from nicegui import events, ui
+from notifypy import Notify
from tqdm import tqdm
+import click
from openadapt import config
-from openadapt.crud import get_latest_recording
+from openadapt.crud import get_latest_recording, get_recording
from openadapt.events import get_events
-from openadapt.models import Recording
-from openadapt.privacy.providers.presidio import PresidioScrubbingProvider
from openadapt.utils import (
EMPTY,
configure_logging,
display_event,
- evenly_spaced,
image2utf8,
+ plot_performance,
row2dict,
rows2dicts,
)
SCRUB = config.SCRUB_ENABLED
+
if SCRUB:
+ # too many warnings from scrubbing
+ __import__("warnings").filterwarnings("ignore", category=DeprecationWarning)
+ from openadapt.privacy.providers.presidio import PresidioScrubbingProvider
+
scrub = PresidioScrubbingProvider()
+
LOG_LEVEL = "INFO"
MAX_EVENTS = None
-MAX_TABLE_CHILDREN = 5
-MAX_TABLE_STR_LEN = 1024
PROCESS_EVENTS = True
-IMG_WIDTH_PCT = 60
-CSS = string.Template("""
- table {
- outline: 1px solid black;
- }
- table th {
- vertical-align: top;
- }
- .screenshot img {
- display: none;
- width: ${IMG_WIDTH_PCT}vw;
- }
- .screenshot img:nth-child(1) {
- display: block;
- }
-
- .screenshot:hover img:nth-child(1) {
- display: none;
- }
- .screenshot:hover img:nth-child(2) {
- display: block;
- }
- .screenshot:hover img:nth-child(3) {
- display: none;
- }
-
- .screenshot:active img:nth-child(1) {
- display: none;
- }
- .screenshot:active img:nth-child(2) {
- display: none;
- }
- .screenshot:active img:nth-child(3) {
- display: block;
- }
-""").substitute(
- IMG_WIDTH_PCT=IMG_WIDTH_PCT,
-)
+
+performance_plot_img: ui.interactive_image = None
-def recursive_len(lst: list, key: str) -> int:
- """Calculate the recursive length of a list based on a key.
+def create_tree(
+ tree_dict: dict, max_children: str = config.VISUALIZE_MAX_TABLE_CHILDREN
+) -> list[dict]:
+ """Recursively creates a tree from a dictionary.
Args:
- lst (list): The list to calculate the length of.
- key: The key to access the sublists.
+ tree_dict (dict): The dictionary to create a tree from.
+ max_children (str, optional): The maximum number of children to display.
+ Defaults to MAX_TABLE_CHILDREN.
Returns:
- int: The recursive length of the list.
+ list[dict]: Data for a Quasar Tree.
"""
- try:
- _len = len(lst)
- except TypeError:
- return 0
- for obj in lst:
- try:
- _len += recursive_len(obj.get(key), key)
- except AttributeError:
+ tree_data = []
+ for key, value in tree_dict.items():
+ if value in EMPTY:
continue
- return _len
-
-
-def format_key(key: str, value: list) -> str:
- """Format a key and value for display.
+ node = {
+ "id": (
+ str(key)
+ + f"{(': ' + str(value)) if not isinstance(value, (dict, list)) else ''}" # noqa
+ )
+ }
+ if isinstance(value, dict):
+ node["children"] = create_tree(value)
+ elif isinstance(value, list):
+ if max_children is not None and len(value) > max_children:
+ node["children"] = create_tree(
+ {i: v for i, v in enumerate(value[:max_children])}
+ )
+ node["children"].append({"id": "..."})
+ else:
+ node["children"] = create_tree({i: v for i, v in enumerate(value)})
+ tree_data.append(node)
+ return tree_data
+
+
+def set_tree_props(tree: ui.tree) -> None:
+ """Sets properties for a UI tree based on values from config.
Args:
- key: The key to format.
- value: The value associated with the key.
-
- Returns:
- str: The formatted key and value.
+ tree (ui.tree): A Quasar Tree.
"""
- if isinstance(value, list):
- return f"{key} ({len(value)}; {recursive_len(value, key)})"
- else:
- return key
+ tree._props["dense"] = config.VISUALIZE_DENSE_TREES
+ tree._props["no-transition"] = not config.VISUALIZE_ANIMATIONS
+ tree._props["default-expand-all"] = config.VISUALIZE_EXPAND_ALL
+ tree._props["filter"] = ""
-def indicate_missing(some: list, every: list, indicator: str) -> list:
- """Indicate missing elements in a list.
+def set_filter(
+ text: str,
+ tree: ui.tree,
+) -> None:
+ """Sets filter for UI trees.
Args:
- some (list): The list with potentially missing elements.
- every (list): The reference list with all elements.
- indicator (str): The indicator to use for missing elements.
-
- Returns:
- list: The list with indicators for missing elements.
+ tree (ui.tree): A Quasar Tree.
+ text (str): The text to filter by.
"""
- rval = []
- some_idx = 0
- every_idx = 0
- while some_idx < len(some):
- skipped = False
- while some[some_idx] != every[every_idx]:
- every_idx += 1
- skipped = True
- if skipped:
- rval.append(indicator)
- rval.append(some[some_idx])
- some_idx += 1
- every_idx += 1
- return rval
-
-
-def dict2html(
- obj: dict,
- max_children: int = MAX_TABLE_CHILDREN,
- max_len: int = MAX_TABLE_STR_LEN,
-) -> str:
- """Convert a dictionary to an HTML representation.
+ tree._props["filter"] = text
+ tree.update()
- Args:
- obj (dict): The dictionary to convert.
- max_children (int): The maximum number of child elements to display in a table.
- max_len (int): The maximum length of a string value in the HTML representation.
- Returns:
- str: The HTML representation of the dictionary.
+def toggle_dark_mode(
+ ui_dark: ui.dark_mode, plots: tuple[str], curr_logo: ui.image, images: tuple[str]
+) -> None:
+ """Handles dark mode toggle.
+
+ Args:
+ ui_dark (ui.dark_mode): The dark mode switch.
+ plots (tuple[str]): The performance plots.
+ curr_logo (ui.image): The current logo.
+ images (tuple[str]): The light and dark mode logos (decoded)
"""
- if isinstance(obj, list):
- children = [dict2html(value, max_children) for value in obj]
- if max_children is not None and len(children) > max_children:
- all_children = children
- children = evenly_spaced(children, max_children)
- children = indicate_missing(children, all_children, "...")
- html_str = "\n".join(children)
- elif isinstance(obj, dict):
- rows_html = "\n".join([f"""
-
- | {format_key(key, value)} |
- {dict2html(value, max_children)} |
-
- """ for key, value in obj.items() if value not in EMPTY])
- html_str = f""
- else:
- html_str = html.escape(str(obj))
- if len(html_str) > max_len:
- n = max_len // 2
- head = html_str[:n]
- tail = html_str[-n:]
- snipped = html_str[n:-n]
- middle = f"
...(snipped {len(snipped):,})...
"
- html_str = head + middle + tail
- return html_str
+ global performance_plot_img
+ ui_dark.toggle()
+ ui_dark.update()
+ config.persist_env("VISUALIZE_DARK_MODE", ui_dark.value)
+ curr_logo.source = images[int(ui_dark.value)]
+ curr_logo.update()
+ performance_plot_img.source = plots[int(ui_dark.value)]
+ performance_plot_img.update()
@logger.catch
-def main(recording: Recording = None) -> bool:
- """Visualize a recording.
-
- Args:
- recording (Recording, optional): The recording to visualize.
-
- Returns:
- bool: True if visualization was successful, None otherwise.
- """
+@click.command()
+@click.option(
+ "--timestamp",
+ type=str,
+ help="The timestamp of the recording to visualize.",
+)
+def main(timestamp: str, notify: bool = True) -> None:
+ """Visualize a recording."""
configure_logging(logger, LOG_LEVEL)
- if recording is None:
+ ui_dark = ui.dark_mode(config.VISUALIZE_DARK_MODE)
+
+ if timestamp is None:
recording = get_latest_recording()
+ else:
+ recording = get_recording(timestamp)
+
if SCRUB:
scrub.scrub_text(recording.task_description)
logger.debug(f"{recording=}")
@@ -210,27 +156,109 @@ def main(recording: Recording = None) -> bool:
logger.info(f"event_dicts=\n{pformat(event_dicts)}")
recording_dict = row2dict(recording)
+
if SCRUB:
recording_dict = scrub.scrub_dict(recording_dict)
- rows = [
- row(
- Div(
- text=f"",
- ),
- ),
- row(
- Div(
- text=f"{dict2html(recording_dict)}",
- ),
- ),
- row(
- Div(
- text=f"{dict2html(meta)}",
- width_policy="max",
- ),
- ),
+ # setup tables for recording / metadata
+ recording_column = [
+ (
+ {
+ "name": key,
+ "field": key,
+ "label": key,
+ "sortable": False,
+ "required": False,
+ "align": "left",
+ }
+ )
+ for key in recording_dict.keys()
+ ]
+
+ meta_col = [
+ {
+ "name": key,
+ "field": key,
+ "label": key,
+ "sortable": False,
+ "required": False,
+ "align": "left",
+ }
+ for key in meta.keys()
]
+
+ plots = (
+ plot_performance(recording.timestamp, save_file=False, view_file=False),
+ plot_performance(
+ recording.timestamp, save_file=False, view_file=False, dark_mode=True
+ ),
+ )
+
+ with ui.row():
+ with ui.avatar(color="auto", size=128):
+ images = ()
+
+ # generate base64 encoded images for light and dark mode
+ for i in range(2):
+ fp = f"{path.dirname(__file__)}{sep}app{sep}assets{sep}logo"
+ logo_base64 = b64encode(
+ open(
+ f"{fp}{'_inverted' if i > 0 else ''}.png",
+ "rb",
+ ).read()
+ )
+ images += (
+ bytes(
+ f"data:image/png;base64,{(logo_base64.decode('utf-8'))}",
+ encoding="utf-8",
+ ).decode("utf-8"),
+ )
+ curr_logo = ui.image(images[int(ui_dark.value)])
+ ui.switch(
+ text="Dark Mode",
+ value=ui_dark.value,
+ on_change=partial(toggle_dark_mode, ui_dark, plots, curr_logo, images),
+ )
+
+ # create splitter with recording info on left and performance plot on right
+ with ui.splitter(value=20).style("flex-wrap: nowrap;") as splitter:
+ splitter._props["limits"] = [20, 80]
+
+ # TODO: find a way to set "overflow: hidden;" for the splitter
+ with splitter.before:
+ ui.table(rows=[meta], columns=meta_col).style("min-width: 50em;")._props[
+ "grid"
+ ] = True
+ with splitter.after:
+ global performance_plot_img
+ performance_plot_img = ui.interactive_image(
+ source=plots[int(ui_dark.value)]
+ )
+ with performance_plot_img:
+ # ui.button(
+ # on_click=lambda: plot_performance(
+ # recording.timestamp, view_file=True, save_file=False
+ # ),
+ # icon="visibility",
+ # ).props("flat fab").tooltip("View")
+
+ ui.button(
+ on_click=lambda: plot_performance(
+ recording.timestamp,
+ save_file=True,
+ view_file=False,
+ dark_mode=ui_dark.value,
+ ),
+ icon="save",
+ ).props("flat fab").tooltip("Save as PNG")
+
+ ui.table(rows=[recording_dict], columns=recording_column)
+
+ interactive_images = []
+ action_event_trees = []
+ window_event_trees = []
+ text_inputs = []
+
logger.info(f"{len(action_events)=}")
num_events = (
@@ -238,9 +266,32 @@ def main(recording: Recording = None) -> bool:
if MAX_EVENTS is not None
else len(action_events)
)
+
+ # global search
+ def on_change_closure(e: events.ValueChangeEventArguments) -> None:
+ for tree in range(len(action_event_trees)):
+ set_filter(
+ e.value,
+ action_event_trees[tree],
+ )
+ set_filter(
+ e.value,
+ window_event_trees[tree],
+ )
+
+ text_inputs.append(
+ ui.input(
+ label="search all",
+ placeholder="filter all",
+ on_change=partial(on_change_closure),
+ ).tooltip(
+ "this will search all trees, but can be overridden by individual filters"
+ )
+ )
+
with tqdm(
total=num_events,
- desc="Preparing HTML",
+ desc="Generating Visualization" if not SCRUB else "Scrubbing Visualization",
unit="event",
colour="green",
dynamic_ncols=True,
@@ -248,18 +299,19 @@ def main(recording: Recording = None) -> bool:
for idx, action_event in enumerate(action_events):
if idx == MAX_EVENTS:
break
+
image = display_event(action_event)
- diff = display_event(action_event, diff=True)
- mask = action_event.screenshot.diff_mask
+ # diff = display_event(action_event, diff=True)
+ # mask = action_event.screenshot.diff_mask
if SCRUB:
image = scrub.scrub_image(image)
- diff = scrub.scrub_image(diff)
- mask = scrub.scrub_image(mask)
+ # diff = scrub.scrub_image(diff)
+ # mask = scrub.scrub_image(mask)
image_utf8 = image2utf8(image)
- diff_utf8 = image2utf8(diff)
- mask_utf8 = image2utf8(mask)
+ # diff_utf8 = image2utf8(diff)
+ # mask_utf8 = image2utf8(mask)
width, height = image.size
action_event_dict = row2dict(action_event)
@@ -269,68 +321,101 @@ def main(recording: Recording = None) -> bool:
action_event_dict = scrub.scrub_dict(action_event_dict)
window_event_dict = scrub.scrub_dict(window_event_dict)
- rows.append(
- [
- row(
- Div(
- text=f"""
-
-
- {dict2html(window_event_dict , None)}
-
- """,
- ),
- Div(text=f"""
-
- {dict2html(action_event_dict)}
-
- """),
- ),
- ]
- )
+ with ui.column():
+ with ui.row():
+ interactive_images.append(
+ ui.interactive_image(
+ source=image_utf8,
+ ).classes("drop-shadow-md rounded")
+ )
+ with ui.splitter(value=60) as splitter:
+ splitter.classes("w-full h-full")
+ with splitter.after:
+ ui.label("action_event_dict").style("font-weight: bold;")
+
+ def on_change_closure(
+ e: events.ValueChangeEventArguments, idx: int
+ ) -> None:
+ return set_filter(
+ e.value,
+ action_event_trees[idx],
+ )
+
+ text_inputs.append(
+ ui.input(
+ label="search",
+ placeholder="filter",
+ on_change=partial(
+ on_change_closure,
+ idx=idx,
+ ),
+ )
+ )
+ ui.html("
")
+ action_event_tree = create_tree(action_event_dict)
+ action_event_trees.append(
+ ui.tree(
+ action_event_tree,
+ label_key="id",
+ # on_select=lambda e: ui.notify(e.value),
+ )
+ )
+ set_tree_props(action_event_trees[idx])
+ with splitter.before:
+ ui.label("window_event_dict").style("font-weight: bold;")
+
+ def on_change_closure(
+ e: events.ValueChangeEventArguments, idx: int
+ ) -> None:
+ return set_filter(
+ e.value,
+ window_event_trees[idx],
+ )
+
+ text_inputs.append(
+ ui.input(
+ label="search",
+ placeholder="filter",
+ on_change=partial(
+ on_change_closure,
+ idx=idx,
+ ),
+ )
+ )
+ ui.html("
")
+ window_event_tree = create_tree(window_event_dict, None)
+
+ window_event_trees.append(
+ ui.tree(
+ window_event_tree,
+ label_key="id",
+ # on_select=lambda e: ui.notify(e.value),
+ )
+ )
+
+ set_tree_props(window_event_trees[idx])
progress.update()
progress.close()
- title = f"recording-{recording.id}"
- fname_out = f"recording-{recording.id}.html"
- logger.info(f"{fname_out=}")
- output_file(fname_out, title=title)
-
- result = show( # noqa: F841
- layout(
- rows,
- )
+ if notify:
+ Notify("Status", "Visualization finished", "OpenAdapt").send()
+ if not config.VISUALIZE_RUN_NATIVELY:
+ Notify(
+ "Status",
+ "Press Ctrl+C in the terminal to stop the visualization",
+ "OpenAdapt",
+ ).send()
+
+ ui.run(
+ reload=False,
+ title=f"OpenAdapt: recording-{recording.id}",
+ favicon="📊",
+ native=config.VISUALIZE_RUN_NATIVELY,
+ fullscreen=config.VISUALIZE_RUN_NATIVELY,
)
- def cleanup() -> None:
- os.remove(fname_out)
- removed = not os.path.exists(fname_out)
- logger.info(f"{removed=}")
-
- Timer(1, cleanup).start()
- return True
-
if __name__ == "__main__":
main()
diff --git a/poetry.lock b/poetry.lock
index c3ff6abc7..00a1c87d7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1024,18 +1024,21 @@ test = ["pytest"]
[[package]]
name = "filelock"
-version = "3.12.2"
+version = "3.12.3"
description = "A platform independent file lock."
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "filelock-3.12.2-py3-none-any.whl", hash = "sha256:cbb791cdea2a72f23da6ac5b5269ab0a0d161e9ef0100e653b69049a7706d1ec"},
- {file = "filelock-3.12.2.tar.gz", hash = "sha256:002740518d8aa59a26b0c76e10fb8c6e15eae825d34b6fdf670333fd7b938d81"},
+ {file = "filelock-3.12.3-py3-none-any.whl", hash = "sha256:f067e40ccc40f2b48395a80fcbd4728262fab54e232e090a4063ab804179efeb"},
+ {file = "filelock-3.12.3.tar.gz", hash = "sha256:0ecc1dd2ec4672a10c8550a8182f1bd0c0a5088470ecd5a125e45f49472fac3d"},
]
+[package.dependencies]
+typing-extensions = {version = ">=4.7.1", markers = "python_version < \"3.11\""}
+
[package.extras]
-docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
+docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)", "sphinx-autodoc-typehints (>=1.24)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
[[package]]
name = "fire"
@@ -1110,45 +1113,45 @@ files = [
[[package]]
name = "fonttools"
-version = "4.42.0"
+version = "4.42.1"
description = "Tools to manipulate font files"
optional = false
python-versions = ">=3.8"
files = [
- {file = "fonttools-4.42.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9c456d1f23deff64ffc8b5b098718e149279abdea4d8692dba69172fb6a0d597"},
- {file = "fonttools-4.42.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:150122ed93127a26bc3670ebab7e2add1e0983d30927733aec327ebf4255b072"},
- {file = "fonttools-4.42.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:48e82d776d2e93f88ca56567509d102266e7ab2fb707a0326f032fe657335238"},
- {file = "fonttools-4.42.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:58c1165f9b2662645de9b19a8c8bdd636b36294ccc07e1b0163856b74f10bafc"},
- {file = "fonttools-4.42.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:2d6dc3fa91414ff4daa195c05f946e6a575bd214821e26d17ca50f74b35b0fe4"},
- {file = "fonttools-4.42.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fae4e801b774cc62cecf4a57b1eae4097903fced00c608d9e2bc8f84cd87b54a"},
- {file = "fonttools-4.42.0-cp310-cp310-win32.whl", hash = "sha256:b8600ae7dce6ec3ddfb201abb98c9d53abbf8064d7ac0c8a0d8925e722ccf2a0"},
- {file = "fonttools-4.42.0-cp310-cp310-win_amd64.whl", hash = "sha256:57b68eab183fafac7cd7d464a7bfa0fcd4edf6c67837d14fb09c1c20516cf20b"},
- {file = "fonttools-4.42.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:0a1466713e54bdbf5521f2f73eebfe727a528905ff5ec63cda40961b4b1eea95"},
- {file = "fonttools-4.42.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3fb2a69870bfe143ec20b039a1c8009e149dd7780dd89554cc8a11f79e5de86b"},
- {file = "fonttools-4.42.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ae881e484702efdb6cf756462622de81d4414c454edfd950b137e9a7352b3cb9"},
- {file = "fonttools-4.42.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:27ec3246a088555629f9f0902f7412220c67340553ca91eb540cf247aacb1983"},
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- {file = "fonttools-4.42.0-cp311-cp311-win_amd64.whl", hash = "sha256:e35bed436726194c5e6e094fdfb423fb7afaa0211199f9d245e59e11118c576c"},
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+ {file = "watchfiles-0.20.0.tar.gz", hash = "sha256:728575b6b94c90dd531514677201e8851708e6e4b5fe7028ac506a200b622019"},
]
[package.dependencies]
@@ -6328,22 +6371,7 @@ files = [
idna = ">=2.0"
multidict = ">=4.0"
-[[package]]
-name = "zipp"
-version = "3.16.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
- {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
- {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
-
[metadata]
lock-version = "2.0"
python-versions = "3.10.x"
-content-hash = "d3acb4546f8f64132f405b1ca14d9441cb92708de4ff0ff7912bdfb2f08c1544"
+content-hash = "caeb002c4b61267ed221eb8208be297c45b76c1d75313ed4791d079dfd06f7a9"
diff --git a/pyproject.toml b/pyproject.toml
index 37de6eee3..7a3f72de1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ python-dotenv = "1.0.0"
pyinstaller = "^5.12.0"
setuptools-lint = "^0.6.0"
sphinx = "7.0.1"
-nicegui = "1.2.24"
+nicegui = "^1.2.24"
spacy = "^3.5.3"
fuzzywuzzy = "0.18.0"
segment-anything = "^1.0"
@@ -78,6 +78,8 @@ fastapi = "0.98.0"
oa-pynput = "^1.7.7"
oa-atomacos = {version = "3.2.0", markers = "sys_platform == 'darwin'"}
presidio-image-redactor = "^0.0.48"
+pywebview = "^4.2.2"
+click = "^8.1.6"
spacy-transformers = "^1.2.5"
[tool.pytest.ini_options]