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A simple form to repackage the Common Crawl records for a set of hostnames/domains
across selected crawls into a new WARC archive in your HF bucket. Heavy lifting runs
on HF Jobs via `cdxt repackage`; this app only collects input, estimates cost, and
launches/monitors the jobs.
"""
from __future__ import annotations
import time
from typing import List, Optional
import gradio as gr
from src import buckets, config
from src.estimate import format_cost_report, format_estimate, parse_estimate
from src.job_runner import TERMINAL_STAGES, make_runner
from src.jobs import RepackageRequest, bucket_uris, bucket_web_url
RUNNER = make_runner()
IS_PODMAN = config.EXECUTOR == "podman"
POLL_SECONDS = 2 if IS_PODMAN else 5
# Safety cap on how long the UI keeps polling a job (the job's own --timeout still applies).
MAX_POLL_SECONDS = 20 * 60
def _token_str(oauth_token) -> Optional[str]:
if IS_PODMAN:
return None
return getattr(oauth_token, "token", None)
def _build_request(
domains_text: str,
hostnames_text: str,
languages: List[str],
crawls: List[str],
target_bucket: str,
target_path: str,
name: str,
flavor: str,
profile,
) -> tuple[Optional[RepackageRequest], str]:
domains = buckets.parse_targets(domains_text)
hostnames = buckets.parse_targets(hostnames_text)
languages = list(languages or [])
ok, msg = buckets.validate_targets(hostnames, domains)
if not ok:
return None, f"β {msg}"
ok, msg = buckets.validate_languages(languages)
if not ok:
return None, f"β {msg}"
ok, msg = buckets.validate_crawls(crawls)
warning = msg if (ok and msg) else ""
if not ok:
return None, f"β {msg}"
creator = getattr(profile, "username", "") or ""
req = RepackageRequest(
hostnames=hostnames,
domains=domains,
languages=languages,
crawls=list(crawls),
target_bucket=target_bucket.strip(),
target_path=target_path.strip(),
name=(name.strip() or "repackaged"),
flavor=flavor,
creator=creator,
)
return req, warning
def refresh_crawls(oauth_token: gr.OAuthToken | None = None):
crawls = buckets.list_available_crawls(_token_str(oauth_token))
return gr.update(choices=crawls, value=[])
def refresh_buckets(oauth_token: gr.OAuthToken | None = None):
"""Populate the target-bucket dropdown with buckets the user can write to."""
if IS_PODMAN:
return gr.update(choices=["local/out"], value="local/out")
return gr.update(choices=buckets.list_writable_buckets(_token_str(oauth_token)))
def _poll(job_id: str, token: Optional[str], header: str):
"""Generator yielding (status_markdown, logs_text) until the job is terminal."""
started = time.monotonic()
url = RUNNER.job_url(job_id)
link = f" β [open job]({url})" if url else ""
while True:
stage = RUNNER.status(job_id, token)
logs = RUNNER.logs(job_id, token)
yield (f"{header}\n\n**Job** `{job_id}`{link}\n\n**Status:** `{stage}`",
"\n".join(logs[-400:]))
if stage in TERMINAL_STAGES:
return
if time.monotonic() - started > MAX_POLL_SECONDS:
yield (f"{header}\n\n**Job** `{job_id}`{link}\n\n**Status:** `{stage}` "
"(stopped polling; check the job page)", "\n".join(logs[-400:]))
return
time.sleep(POLL_SECONDS)
def estimate_handler(
domains_text, hostnames_text, languages, crawls, target_bucket, target_path, name, flavor,
profile: gr.OAuthProfile | None = None,
oauth_token: gr.OAuthToken | None = None,
):
# Outputs: (estimate_md, logs, launch_btn, est_records, active_job_id, cancel_btn)
disabled = gr.update(interactive=False)
enabled = gr.update(interactive=True)
cancel_on = gr.update(interactive=True)
cancel_off = gr.update(interactive=False)
if not IS_PODMAN and _token_str(oauth_token) is None:
yield "β Please sign in with Hugging Face first.", "", disabled, 0, "", cancel_off
return
req, msg = _build_request(
domains_text, hostnames_text, languages, crawls, target_bucket, target_path,
name, flavor, profile,
)
if req is None:
yield msg, "", disabled, 0, "", cancel_off
return
token = _token_str(oauth_token)
if not IS_PODMAN:
ok, vmsg = buckets.validate_target_bucket(req.target_bucket, req.target_path, token)
if not ok:
yield f"β {vmsg}", "", disabled, 0, "", cancel_off
return
header = "### β³ Estimatingβ¦" + (f"\n\n{msg}" if msg else "")
try:
job_id = RUNNER.estimate(req, token)
except Exception as e: # noqa: BLE001
yield f"β Failed to start estimate job: {type(e).__name__}: {e}", "", disabled, 0, "", cancel_off
return
final_logs: List[str] = []
for status_md, logs_text in _poll(job_id, token, header):
final_logs = logs_text.splitlines()
# job_id active -> cancellable; enable the Cancel button while it runs.
yield status_md, logs_text, disabled, 0, job_id, cancel_on
est = parse_estimate(final_logs, req.flavor)
if est is None:
err = next((ln for ln in reversed(final_logs) if "ERROR" in ln), "")
detail = f"\n\n`{err.strip()}`" if err else " See logs below."
yield (f"β Estimate job failed β no ESTIMATE summary was produced.{detail}",
"\n".join(final_logs[-400:]), disabled, 0, "", cancel_off)
return
summary = format_estimate(est)
if msg:
summary += f"\n\n{msg}"
report = RUNNER.report(job_id, token)
if report:
summary += "\n\n" + format_cost_report(*report)
yield (summary, "\n".join(final_logs[-400:]),
(enabled if est.n_records > 0 else disabled), est.n_records, "", cancel_off)
def launch_handler(
domains_text, hostnames_text, languages, crawls, target_bucket, target_path, name, flavor,
est_records,
profile: gr.OAuthProfile | None = None,
oauth_token: gr.OAuthToken | None = None,
):
# Outputs: (launch_status, logs, active_job_id, cancel_btn)
cancel_on = gr.update(interactive=True)
cancel_off = gr.update(interactive=False)
if not IS_PODMAN and _token_str(oauth_token) is None:
yield "β Please sign in with Hugging Face first.", "", "", cancel_off
return
req, msg = _build_request(
domains_text, hostnames_text, languages, crawls, target_bucket, target_path,
name, flavor, profile,
)
if req is None:
yield msg, "", "", cancel_off
return
token = _token_str(oauth_token)
header = "### π Repackaging"
try:
job_id = RUNNER.fetch(req, token, n_records=int(est_records or 0))
except Exception as e: # noqa: BLE001
yield f"β Failed to start repackage job: {type(e).__name__}: {e}", "", "", cancel_off
return
last_status, last_logs = header, ""
for status_md, logs_text in _poll(job_id, token, header):
last_status, last_logs = status_md, logs_text
# job_id active -> cancellable; enable the Cancel button while it runs.
yield status_md, logs_text, job_id, cancel_on
final_stage = RUNNER.status(job_id, token)
if final_stage == "COMPLETED":
ranges_uri, output_uri = bucket_uris(req)
bucket_link = bucket_web_url(req.target_bucket, req.normalized_path())
done = (
"### β
Repackaging complete\n"
f"Output written to `{output_uri}`\n\n"
f"**[π Open in your bucket]({bucket_link})**\n\n"
f"Range-jobs CSV: `{ranges_uri}`"
)
report = RUNNER.report(job_id, token)
if report:
done += "\n\n" + format_cost_report(*report)
yield done, last_logs, "", cancel_off
else:
yield (f"{last_status}\n\n### β Job did not complete successfully β see logs.",
last_logs, "", cancel_off)
def cancel_handler(active_job, oauth_token: gr.OAuthToken | None = None):
# Cancels ONLY the job this session launched (active_job holds that specific id),
# never any other job the user may be running.
off = gr.update(interactive=False)
if not active_job:
return "No running job to cancel.", off
token = _token_str(oauth_token)
try:
RUNNER.cancel(active_job, token)
return f"π Cancel requested for job `{active_job}`.", off
except Exception as e: # noqa: BLE001
return f"β Failed to cancel job `{active_job}`: {type(e).__name__}: {e}", off
def build_demo() -> gr.Blocks:
# Use the static fallback at startup (no network); the Refresh button does a
# live, authenticated listing.
initial_crawls = list(config.FALLBACK_CRAWLS)
with gr.Blocks(title="CC WARC Repackager") as demo:
gr.Markdown(
"# Common Crawl WARC Repackager\n"
"Repackage the Web page records for your hostnames/domains across selected "
"Common Crawl archives into a new WARC archive in your Hugging Face bucket. Compute runs on "
"[HF Jobs](https://huggingface.co/docs/hub/jobs) data is read "
"from the [Common Crawl HF bucket](https://huggingface.co/buckets/commoncrawl/commoncrawl)."
)
if IS_PODMAN:
gr.Markdown("> π§ͺ **Local podman mode** β jobs run in a local container against fixtures.")
else:
gr.Markdown(
"Jobs are available to any user or organization with a [positive credit balance](https://huggingface.co/settings/billing)."
)
gr.LoginButton()
gr.Markdown("## 1. Filter target")
with gr.Row():
domains_text = gr.Textbox(
label="Registered domains",
placeholder="example.com, example.org",
info="Matches the domain and all its subdomains (url_host_registered_domain).",
)
hostnames_text = gr.Textbox(
label="Exact hostnames",
placeholder="www.example.com, www.example.org",
info="Matches exact hosts only (url_host_name). Combine with domains.",
)
with gr.Row():
languages = gr.Dropdown(
choices=config.language_choices(),
value=[],
multiselect=True,
label="Content languages (optional)",
info="ISO-639-3 codes (content_languages). Keeps records whose primary "
"detected language is one of these. Leave empty for all languages.",
)
gr.Markdown("## 2. Target crawls")
crawls = gr.CheckboxGroup(
choices=initial_crawls, value=initial_crawls[:1], label="Crawls to scan",
info=f"Selecting > {config.COST_GUARD_MAX_CRAWLS} crawls makes the index scan large.",
)
refresh_btn = gr.Button("π Refresh crawl list", size="sm")
gr.Markdown("## 3. Output target")
gr.Markdown(
"Pick one of your **existing** buckets (the dropdown lists buckets you can write "
"to). Create a new one at https://huggingface.co/new-bucket, then click Refresh. "
"Dataset repos are not supported as a target."
)
with gr.Row(equal_height=True):
target_bucket = gr.Dropdown(
choices=(["local/out"] if IS_PODMAN else []),
value=("local/out" if IS_PODMAN else None),
label="Target bucket",
allow_custom_value=True,
info="Buckets you can write to (yours + write-access orgs).",
)
target_path = gr.Textbox(
label="Path within bucket", placeholder="exports/run1", value="",
info="Sub-folder for the output; created if missing. Leave blank for the bucket root.",
)
refresh_buckets_btn = gr.Button("π Refresh buckets", size="sm")
with gr.Row():
name = gr.Textbox(label="Output WARC name", value="repackaged")
flavor = gr.Dropdown(
choices=list(config.FLAVOR_HOURLY_USD.keys()), value=config.DEFAULT_FLAVOR,
label="Hardware flavor",
)
gr.Markdown("## 4. Estimate & launch")
with gr.Row():
estimate_btn = gr.Button("π Estimate cost", variant="secondary")
launch_btn = gr.Button("π Launch repackage", variant="primary", interactive=False)
cancel_btn = gr.Button("π Cancel job", variant="stop", interactive=False)
estimate_md = gr.Markdown("")
launch_status = gr.Markdown("")
logs_box = gr.Textbox(label="Job logs", lines=16, max_lines=16, autoscroll=True)
est_records = gr.State(0) # n_records from the estimate, sizes fetch --processes
active_job = gr.State("") # id of the currently running job, for cancellation
form_inputs = [
domains_text, hostnames_text, languages, crawls, target_bucket, target_path,
name, flavor,
]
refresh_btn.click(refresh_crawls, outputs=[crawls], api_name="refresh_crawls")
refresh_buckets_btn.click(refresh_buckets, outputs=[target_bucket], api_name="refresh_buckets")
# Auto-populate the bucket dropdown on load (after OAuth the token is available).
demo.load(refresh_buckets, outputs=[target_bucket])
estimate_event = estimate_btn.click(
estimate_handler, inputs=form_inputs,
outputs=[estimate_md, logs_box, launch_btn, est_records, active_job, cancel_btn],
api_name="estimate",
)
launch_event = launch_btn.click(
launch_handler, inputs=form_inputs + [est_records],
outputs=[launch_status, logs_box, active_job, cancel_btn], api_name="launch",
)
# Cancel stops the streaming estimate/launch generators AND cancels that job
# (only the one this session launched β active_job holds its id).
cancel_btn.click(
cancel_handler, inputs=[active_job], outputs=[launch_status, cancel_btn],
cancels=[estimate_event, launch_event], api_name="cancel",
)
return demo
if __name__ == "__main__":
build_demo().queue().launch()
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