File size: 8,430 Bytes
07423df |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 |
import hashlib
import logging
from typing import List
from h2o_wave import Q, ui
from llm_studio.app_utils.cards import card_zones
from llm_studio.app_utils.config import default_cfg
logger = logging.getLogger(__name__)
async def meta(q: Q) -> None:
if q.client["keep_meta"]: # Do not reset meta, keep current dialog opened
q.client["keep_meta"] = False
return
zones = card_zones(mode=q.client["mode_curr"])
if q.client["notification_bar"]:
notification_bar = ui.notification_bar(
type="warning",
timeout=20,
text=q.client["notification_bar"],
position="top-right",
)
else:
notification_bar = None
# TODO remove `stylesheet` when wave makes message bars smaller
q.page["meta"] = ui.meta_card(
box="",
title="H2O LLM Studio",
layouts=[
ui.layout(breakpoint="0px", width="1430px", zones=zones),
],
scripts=[
ui.script(source, asynchronous=True) for source in q.app["script_sources"]
],
stylesheet=ui.inline_stylesheet(
"""
.ms-MessageBar {
padding-top: 3px;
padding-bottom: 3px;
min-height: 18px;
}
div[data-test="nav_bar"] .ms-Nav-groupContent {
margin-bottom: 0;
}
div[data-test="experiment/display/deployment/top_right"],
div[data-test="experiment/display/deployment/top_right"]
div[data-visible="true"]:last-child > div > div {
display: flex;
}
div[data-test="experiment/display/deployment/top_right"]
div[data-visible="true"]:last-child,
div[data-test="experiment/display/deployment/top_right"]
div[data-visible="true"]:last-child > div {
display: flex;
flex-grow: 1;
}
div[data-test="experiment/display/deployment/top_right"]
div[data-visible="true"]:last-child > div > div > div {
display: flex;
flex-grow: 1;
flex-direction: column;
}
div[data-test="experiment/display/deployment/top_right"]
div[data-visible="true"]:last-child > div > div > div > div {
flex-grow: 1;
}
"""
),
script=None,
notification_bar=notification_bar,
)
if q.client.theme_dark:
q.page["meta"].theme = "h2o-dark"
else:
q.page["meta"].theme = "light"
def heap_analytics(
userid, user_properties=None, event_properties=None
) -> ui.InlineScript:
script = (
"window.heap=window.heap||[],heap.load=function(e,t)"
"{window.heap.appid=e,window.heap."
'config=t=t||{};var r=document.createElement("script");'
'r.type="text/javascript",'
'r.async=!0,r.src="https://cdn.heapanalytics.com/js/heap-"+e+".js";'
'var a=document.getElementsByTagName("script")[0];'
"a.parentNode.insertBefore(r,a);"
"for(var n=function(e){return function(){heap.push([e]."
"concat(Array.prototype.slice.call(arguments,0)))}},"
'p=["addEventProperties","addUserProperties","clearEventProperties","identify",'
'"resetIdentity","removeEventProperty","setEventProperties","track",'
'"unsetEventProperty"],o=0;o<p.length;o++)heap[p[o]]=n(p[o])};'
'heap.load("1090178399");'
)
identity = hashlib.sha256(userid.encode()).hexdigest()
script += f"heap.identify('{identity}');"
if user_properties is not None:
script += f"heap.addUserProperties({user_properties})"
if event_properties is not None:
script += f"heap.addEventProperties({event_properties})"
return ui.inline_script(content=script)
async def interface(q: Q) -> None:
"""Display interface cards."""
await meta(q)
navigation_pages = ["Home", "Settings"]
if q.client["init_interface"] is None:
# to avoid flickering
q.page["header"] = ui.header_card(
box="header",
title=default_cfg.name,
image=q.app["icon_path"],
subtitle=f"v{default_cfg.version}",
)
if q.app.heap_mode:
logger.info("Heap on")
q.page["meta"].script = heap_analytics(
userid=q.auth.subject,
event_properties=(
f"{{version: '{q.app.version}'" + f", product: '{q.app.name}'}}"
),
)
# execute the heap inline script once in the initialization
await q.page.save()
else:
logger.info("Heap off")
q.page["nav_bar"] = ui.nav_card(
box="nav",
items=[
ui.nav_group(
"Navigation",
items=[
ui.nav_item(page.lower(), page) for page in navigation_pages
],
),
ui.nav_group(
"Datasets",
items=[
ui.nav_item(name="dataset/import", label="Import dataset"),
ui.nav_item(name="dataset/list", label="View datasets"),
],
),
ui.nav_group(
"Experiments",
items=[
ui.nav_item(name="experiment/start", label="Create experiment"),
ui.nav_item(name="experiment/list", label="View experiments"),
],
),
],
value=(
default_cfg.start_page
if q.client["nav/active"] is None
else q.client["nav/active"]
),
)
else:
# Only update menu properties to prevent from flickering
q.page["nav_bar"].value = (
default_cfg.start_page
if q.client["nav/active"] is None
else q.client["nav/active"]
)
q.client["init_interface"] = True
async def clean_dashboard(q: Q, mode: str = "full", exclude: List[str] = []):
"""Drop cards from Q page."""
logger.info(q.client.delete_cards)
for card_name in q.client.delete_cards:
if card_name not in exclude:
del q.page[card_name]
q.page["meta"].layouts[0].zones = card_zones(mode=mode)
q.client["mode_curr"] = mode
q.client["notification_bar"] = None
async def delete_dialog(q: Q, names: List[str], action, entity):
title = "Do you really want to delete "
n_datasets = len(names)
if n_datasets == 1:
title = f"{title} {entity} {names[0]}?"
else:
title = f"{title} {n_datasets} {entity}s?"
q.page["meta"].dialog = ui.dialog(
f"Delete {entity}",
items=[
ui.text(title),
ui.markup("<br>"),
ui.buttons(
[
ui.button(name=action, label="Delete", primary=True),
ui.button(name="abort", label="Abort", primary=False),
],
justify="end",
),
],
)
q.client["keep_meta"] = True
async def info_dialog(q: Q, title: str, message: str):
q.page["meta"].dialog = ui.dialog(
title,
items=[
ui.text(message),
ui.markup("<br>"),
ui.buttons(
[
ui.button(name="abort", label="Continue", primary=False),
],
justify="end",
),
],
blocking=True,
)
q.client["keep_meta"] = True
async def heap_redact(q: Q) -> None:
if q.app.heap_mode:
# Send the page to the browser, so the following js can be applied
await q.page.save()
# replace dataset names with ****
q.page["meta"].script = ui.inline_script(
"""
document.querySelectorAll('div[data-automation-key="name"]').forEach(a => {
a.setAttribute('data-heap-redact-text', '')
})
document.querySelector('div[data-test="datasets_table"] \
.ms-ScrollablePane--contentContainer').addEventListener('scroll', () => {
window.setTimeout(() => {{
document.querySelectorAll('div[data-automation-key="name"]').forEach(a => {
a.setAttribute('data-heap-redact-text', '')
})
}}, 100)
})
"""
)
|