Commit ·
45ab3ad
1
Parent(s): fef2543
feat(collectors): add African Union opportunities collector
Browse files
Dockerfile
CHANGED
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@@ -19,4 +19,4 @@ USER appuser
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EXPOSE 7860
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-
CMD ["sh", "-c", "alembic upgrade head && python -m scripts.
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EXPOSE 7860
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CMD ["sh", "-c", "alembic upgrade head && python -m scripts.check_african_union_collector && uvicorn app.main:app --host 0.0.0.0 --port 7860"]
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app/collectors/providers/african_union.py
ADDED
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@@ -0,0 +1,807 @@
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| 1 |
+
from __future__ import annotations
|
| 2 |
+
|
| 3 |
+
import asyncio
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| 4 |
+
import re
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| 5 |
+
from dataclasses import dataclass
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| 6 |
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from datetime import date, datetime, timedelta
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| 7 |
+
from urllib.parse import parse_qsl, urlencode, urljoin, urlparse, urlunparse
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| 8 |
+
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| 9 |
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import httpx
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| 10 |
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from bs4 import BeautifulSoup
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| 11 |
+
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| 12 |
+
from app.collectors.base import BaseOpportunityCollector
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| 13 |
+
from app.collectors.types import CollectedOpportunity
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
class AfricanUnionCollectorError(RuntimeError):
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| 17 |
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"""Raised when an official African Union resource cannot be read."""
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
@dataclass(frozen=True, slots=True)
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| 21 |
+
class Candidate:
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| 22 |
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title: str
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| 23 |
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url: str
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| 24 |
+
channel: str
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| 25 |
+
publication_date: date | None = None
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| 26 |
+
|
| 27 |
+
|
| 28 |
+
class AfricanUnionCollector(BaseOpportunityCollector):
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| 29 |
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"""Collect current jobs, internships and programme opportunities."""
|
| 30 |
+
|
| 31 |
+
source_slug = "african-union"
|
| 32 |
+
|
| 33 |
+
BASE_URL = "https://au.int/"
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| 34 |
+
JOBS_URL = "https://jobs.au.int/"
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| 35 |
+
JOB_SEARCH_URLS = (
|
| 36 |
+
"https://jobs.au.int/",
|
| 37 |
+
"https://jobs.au.int/search/",
|
| 38 |
+
(
|
| 39 |
+
"https://jobs.au.int/search/"
|
| 40 |
+
"?createNewAlert=false&q=&locationsearch="
|
| 41 |
+
),
|
| 42 |
+
)
|
| 43 |
+
ANNOUNCEMENT_URLS = (
|
| 44 |
+
"https://au.int/en/announcements",
|
| 45 |
+
"https://au.int/en/pressreleases",
|
| 46 |
+
)
|
| 47 |
+
|
| 48 |
+
ALLOWED_HOSTS = {
|
| 49 |
+
"au.int",
|
| 50 |
+
"www.au.int",
|
| 51 |
+
"jobs.au.int",
|
| 52 |
+
"careers.au.int",
|
| 53 |
+
"career2.successfactors.eu",
|
| 54 |
+
}
|
| 55 |
+
|
| 56 |
+
OPPORTUNITY_PATTERNS = (
|
| 57 |
+
r"\binternship(?:s)?\b",
|
| 58 |
+
r"\bfellowship(?:s)?\b",
|
| 59 |
+
r"\bscholarship(?:s)?\b",
|
| 60 |
+
r"\bvacanc(?:y|ies)\b",
|
| 61 |
+
r"\bjob(?:s)?\b",
|
| 62 |
+
r"\bcareer(?:s)?\b",
|
| 63 |
+
r"\bcall\s+for\s+(?:applications?|candidates?|proposals?)\b",
|
| 64 |
+
r"\bapplications?\s+(?:are\s+)?open\b",
|
| 65 |
+
r"\byouth\s+volunteer\b",
|
| 66 |
+
r"\bvolunteer(?:ing|s)?\b",
|
| 67 |
+
r"\btraineeship(?:s)?\b",
|
| 68 |
+
r"\bcompetition(?:s)?\b",
|
| 69 |
+
r"\bprogramme?\b",
|
| 70 |
+
)
|
| 71 |
+
|
| 72 |
+
CLOSED_PATTERNS = (
|
| 73 |
+
r"\bapplications?\s+(?:are\s+)?closed\b",
|
| 74 |
+
r"\bcall\s+(?:is\s+)?closed\b",
|
| 75 |
+
r"\bdeadline\s+has\s+passed\b",
|
| 76 |
+
r"\bno\s+longer\s+accepting\b",
|
| 77 |
+
r"\bexpired\b",
|
| 78 |
+
)
|
| 79 |
+
|
| 80 |
+
RESULT_PATTERNS = (
|
| 81 |
+
r"\bselected\s+candidates?\b",
|
| 82 |
+
r"\bsuccessful\s+candidates?\b",
|
| 83 |
+
r"\bselection\s+results?\b",
|
| 84 |
+
r"\bresults?\s+of\s+the\s+call\b",
|
| 85 |
+
r"\bcohort\s+announced\b",
|
| 86 |
+
)
|
| 87 |
+
|
| 88 |
+
MONTHS = {
|
| 89 |
+
"january": 1,
|
| 90 |
+
"february": 2,
|
| 91 |
+
"march": 3,
|
| 92 |
+
"april": 4,
|
| 93 |
+
"may": 5,
|
| 94 |
+
"june": 6,
|
| 95 |
+
"july": 7,
|
| 96 |
+
"august": 8,
|
| 97 |
+
"september": 9,
|
| 98 |
+
"october": 10,
|
| 99 |
+
"november": 11,
|
| 100 |
+
"december": 12,
|
| 101 |
+
"jan": 1,
|
| 102 |
+
"feb": 2,
|
| 103 |
+
"mar": 3,
|
| 104 |
+
"apr": 4,
|
| 105 |
+
"jun": 6,
|
| 106 |
+
"jul": 7,
|
| 107 |
+
"aug": 8,
|
| 108 |
+
"sep": 9,
|
| 109 |
+
"sept": 9,
|
| 110 |
+
"oct": 10,
|
| 111 |
+
"nov": 11,
|
| 112 |
+
"dec": 12,
|
| 113 |
+
}
|
| 114 |
+
|
| 115 |
+
COUNTRY_CODES = {
|
| 116 |
+
"algeria": "DZ",
|
| 117 |
+
"cameroon": "CM",
|
| 118 |
+
"ethiopia": "ET",
|
| 119 |
+
"gambia": "GM",
|
| 120 |
+
"ghana": "GH",
|
| 121 |
+
"kenya": "KE",
|
| 122 |
+
"morocco": "MA",
|
| 123 |
+
"nigeria": "NG",
|
| 124 |
+
"rwanda": "RW",
|
| 125 |
+
"senegal": "SN",
|
| 126 |
+
"south africa": "ZA",
|
| 127 |
+
"tanzania": "TZ",
|
| 128 |
+
"tunisia": "TN",
|
| 129 |
+
"uganda": "UG",
|
| 130 |
+
"zambia": "ZM",
|
| 131 |
+
"zimbabwe": "ZW",
|
| 132 |
+
}
|
| 133 |
+
|
| 134 |
+
MAX_ARTICLE_AGE = timedelta(days=180)
|
| 135 |
+
|
| 136 |
+
def __init__(self) -> None:
|
| 137 |
+
self._client = httpx.AsyncClient(
|
| 138 |
+
timeout=httpx.Timeout(45.0, connect=15.0),
|
| 139 |
+
follow_redirects=True,
|
| 140 |
+
headers={
|
| 141 |
+
"User-Agent": (
|
| 142 |
+
"Mozilla/5.0 (compatible; VerifPulseBot/1.0; "
|
| 143 |
+
"+https://verifpulse-platform.vercel.app)"
|
| 144 |
+
),
|
| 145 |
+
"Accept-Language": "en,fr;q=0.8",
|
| 146 |
+
},
|
| 147 |
+
)
|
| 148 |
+
self._semaphore = asyncio.Semaphore(3)
|
| 149 |
+
|
| 150 |
+
async def collect(self) -> list[CollectedOpportunity]:
|
| 151 |
+
try:
|
| 152 |
+
candidates = await self._discover_candidates()
|
| 153 |
+
print(
|
| 154 |
+
f"[African Union] {len(candidates)} unique candidate(s) "
|
| 155 |
+
"discovered.",
|
| 156 |
+
flush=True,
|
| 157 |
+
)
|
| 158 |
+
|
| 159 |
+
results = await asyncio.gather(
|
| 160 |
+
*(self._inspect_candidate(candidate) for candidate in candidates),
|
| 161 |
+
return_exceptions=True,
|
| 162 |
+
)
|
| 163 |
+
|
| 164 |
+
opportunities: list[CollectedOpportunity] = []
|
| 165 |
+
for candidate, result in zip(candidates, results):
|
| 166 |
+
if isinstance(result, Exception):
|
| 167 |
+
print(
|
| 168 |
+
"[African Union] Candidate ignored: "
|
| 169 |
+
f"{candidate.url} - {type(result).__name__}: {result}",
|
| 170 |
+
flush=True,
|
| 171 |
+
)
|
| 172 |
+
elif result is not None:
|
| 173 |
+
opportunities.append(result)
|
| 174 |
+
|
| 175 |
+
opportunities = self._deduplicate(opportunities)
|
| 176 |
+
opportunities.sort(
|
| 177 |
+
key=lambda item: (
|
| 178 |
+
item.deadline is not None,
|
| 179 |
+
item.deadline or date.max,
|
| 180 |
+
item.title.casefold(),
|
| 181 |
+
)
|
| 182 |
+
)
|
| 183 |
+
|
| 184 |
+
print(
|
| 185 |
+
f"[African Union] {len(opportunities)} current "
|
| 186 |
+
"opportunity/opportunities retained.",
|
| 187 |
+
flush=True,
|
| 188 |
+
)
|
| 189 |
+
return opportunities
|
| 190 |
+
finally:
|
| 191 |
+
await self._client.aclose()
|
| 192 |
+
|
| 193 |
+
async def _discover_candidates(self) -> list[Candidate]:
|
| 194 |
+
jobs, announcements = await asyncio.gather(
|
| 195 |
+
self._discover_job_candidates(),
|
| 196 |
+
self._discover_announcement_candidates(),
|
| 197 |
+
)
|
| 198 |
+
|
| 199 |
+
unique: dict[str, Candidate] = {}
|
| 200 |
+
for candidate in (*jobs, *announcements):
|
| 201 |
+
key = self._candidate_key(candidate)
|
| 202 |
+
unique.setdefault(key, candidate)
|
| 203 |
+
return list(unique.values())
|
| 204 |
+
|
| 205 |
+
async def _discover_job_candidates(self) -> list[Candidate]:
|
| 206 |
+
discovered: list[Candidate] = []
|
| 207 |
+
|
| 208 |
+
for listing_url in self.JOB_SEARCH_URLS:
|
| 209 |
+
try:
|
| 210 |
+
response = await self._get(listing_url)
|
| 211 |
+
except AfricanUnionCollectorError as error:
|
| 212 |
+
print(
|
| 213 |
+
f"[African Union] Jobs listing ignored: {listing_url} - {error}",
|
| 214 |
+
flush=True,
|
| 215 |
+
)
|
| 216 |
+
continue
|
| 217 |
+
|
| 218 |
+
soup = BeautifulSoup(response.text, "html.parser")
|
| 219 |
+
count_before = len(discovered)
|
| 220 |
+
|
| 221 |
+
for link in soup.select("a[href]"):
|
| 222 |
+
url = self._canonical_url(urljoin(str(response.url), link["href"]))
|
| 223 |
+
if urlparse(url).hostname != "jobs.au.int" or "/job/" not in url:
|
| 224 |
+
continue
|
| 225 |
+
|
| 226 |
+
title = self._clean_text(link.get_text(" ", strip=True))
|
| 227 |
+
if not title or title.casefold() in {"view job", "view details"}:
|
| 228 |
+
title = self._title_from_job_url(url)
|
| 229 |
+
|
| 230 |
+
discovered.append(Candidate(title=title, url=url, channel="jobs"))
|
| 231 |
+
|
| 232 |
+
print(
|
| 233 |
+
"[African Union] "
|
| 234 |
+
f"{len(discovered) - count_before} job candidate(s) found on "
|
| 235 |
+
f"{listing_url}",
|
| 236 |
+
flush=True,
|
| 237 |
+
)
|
| 238 |
+
|
| 239 |
+
return discovered
|
| 240 |
+
|
| 241 |
+
async def _discover_announcement_candidates(self) -> list[Candidate]:
|
| 242 |
+
discovered: list[Candidate] = []
|
| 243 |
+
|
| 244 |
+
for listing_url in self.ANNOUNCEMENT_URLS:
|
| 245 |
+
try:
|
| 246 |
+
response = await self._get(listing_url)
|
| 247 |
+
except AfricanUnionCollectorError as error:
|
| 248 |
+
print(
|
| 249 |
+
"[African Union] Announcement listing ignored: "
|
| 250 |
+
f"{listing_url} - {error}",
|
| 251 |
+
flush=True,
|
| 252 |
+
)
|
| 253 |
+
continue
|
| 254 |
+
|
| 255 |
+
soup = BeautifulSoup(response.text, "html.parser")
|
| 256 |
+
count_before = len(discovered)
|
| 257 |
+
|
| 258 |
+
for link in soup.select("a[href]"):
|
| 259 |
+
title = self._clean_text(link.get_text(" ", strip=True))
|
| 260 |
+
if not title or not self._matches(title, self.OPPORTUNITY_PATTERNS):
|
| 261 |
+
continue
|
| 262 |
+
if self._matches(title, self.RESULT_PATTERNS):
|
| 263 |
+
continue
|
| 264 |
+
|
| 265 |
+
url = self._canonical_url(urljoin(str(response.url), link["href"]))
|
| 266 |
+
parsed = urlparse(url)
|
| 267 |
+
if parsed.hostname not in {"au.int", "www.au.int"}:
|
| 268 |
+
continue
|
| 269 |
+
if not any(
|
| 270 |
+
section in parsed.path
|
| 271 |
+
for section in ("/announcements/", "/pressreleases/")
|
| 272 |
+
):
|
| 273 |
+
continue
|
| 274 |
+
|
| 275 |
+
publication_date = self._extract_date_from_context(link)
|
| 276 |
+
discovered.append(
|
| 277 |
+
Candidate(
|
| 278 |
+
title=title,
|
| 279 |
+
url=url,
|
| 280 |
+
channel="announcement",
|
| 281 |
+
publication_date=publication_date,
|
| 282 |
+
)
|
| 283 |
+
)
|
| 284 |
+
|
| 285 |
+
print(
|
| 286 |
+
"[African Union] "
|
| 287 |
+
f"{len(discovered) - count_before} programme candidate(s) found "
|
| 288 |
+
f"on {listing_url}",
|
| 289 |
+
flush=True,
|
| 290 |
+
)
|
| 291 |
+
|
| 292 |
+
return discovered
|
| 293 |
+
|
| 294 |
+
async def _inspect_candidate(
|
| 295 |
+
self,
|
| 296 |
+
candidate: Candidate,
|
| 297 |
+
) -> CollectedOpportunity | None:
|
| 298 |
+
response = await self._get(candidate.url)
|
| 299 |
+
soup = BeautifulSoup(response.text, "html.parser")
|
| 300 |
+
|
| 301 |
+
if candidate.channel == "jobs":
|
| 302 |
+
return self._parse_job(candidate, soup, str(response.url))
|
| 303 |
+
return self._parse_announcement(candidate, soup, str(response.url))
|
| 304 |
+
|
| 305 |
+
def _parse_job(
|
| 306 |
+
self,
|
| 307 |
+
candidate: Candidate,
|
| 308 |
+
soup: BeautifulSoup,
|
| 309 |
+
final_url: str,
|
| 310 |
+
) -> CollectedOpportunity | None:
|
| 311 |
+
text = self._main_text(soup)
|
| 312 |
+
normalized = text.casefold()
|
| 313 |
+
|
| 314 |
+
if self._matches(normalized, self.CLOSED_PATTERNS):
|
| 315 |
+
return None
|
| 316 |
+
|
| 317 |
+
req_id = self._field(text, "Req Id")
|
| 318 |
+
title = self._field(text, "Job Title") or candidate.title
|
| 319 |
+
employee_class = self._field(text, "Employee Class")
|
| 320 |
+
location = self._field(text, "Job Location (country)")
|
| 321 |
+
department = self._field(text, "Department")
|
| 322 |
+
au_organ = self._field(text, "AU Organ")
|
| 323 |
+
|
| 324 |
+
publication_date = self._parse_date(
|
| 325 |
+
self._field(text, "Posting Start Date")
|
| 326 |
+
)
|
| 327 |
+
deadline = self._parse_date(self._field(text, "End Date"))
|
| 328 |
+
if deadline is None:
|
| 329 |
+
deadline = self._extract_deadline(text)
|
| 330 |
+
|
| 331 |
+
if deadline is not None and deadline < date.today():
|
| 332 |
+
return None
|
| 333 |
+
|
| 334 |
+
category = self._job_category(title, employee_class)
|
| 335 |
+
summary = self._job_summary(soup, text, title)
|
| 336 |
+
application_url = self._extract_apply_url(soup, final_url)
|
| 337 |
+
country_code = self.COUNTRY_CODES.get((location or "").casefold())
|
| 338 |
+
|
| 339 |
+
requires_manual_review = deadline is None
|
| 340 |
+
if requires_manual_review and publication_date:
|
| 341 |
+
if date.today() - publication_date > self.MAX_ARTICLE_AGE:
|
| 342 |
+
return None
|
| 343 |
+
|
| 344 |
+
eligibility_text = self._extract_section(
|
| 345 |
+
text,
|
| 346 |
+
("Who can Apply?", "Eligibility"),
|
| 347 |
+
("How to apply?", "Application process", "Selection process"),
|
| 348 |
+
)
|
| 349 |
+
|
| 350 |
+
return CollectedOpportunity(
|
| 351 |
+
source_slug=self.source_slug,
|
| 352 |
+
title=title,
|
| 353 |
+
official_url=self._canonical_url(final_url),
|
| 354 |
+
summary=summary,
|
| 355 |
+
description=self._truncate(text, 8000),
|
| 356 |
+
organization_name=au_organ or "African Union Commission",
|
| 357 |
+
category=category,
|
| 358 |
+
country_code=country_code,
|
| 359 |
+
location=location,
|
| 360 |
+
language="en",
|
| 361 |
+
publication_date=publication_date,
|
| 362 |
+
deadline=deadline,
|
| 363 |
+
application_url=application_url,
|
| 364 |
+
image_url=None,
|
| 365 |
+
target_countries=(),
|
| 366 |
+
study_levels=self._study_levels(text),
|
| 367 |
+
eligibility={
|
| 368 |
+
"deadline_status": (
|
| 369 |
+
"confirmed" if deadline else "not_extracted"
|
| 370 |
+
),
|
| 371 |
+
"requires_manual_review": requires_manual_review,
|
| 372 |
+
"scope": "African Union member states",
|
| 373 |
+
"req_id": req_id,
|
| 374 |
+
"employee_class": employee_class,
|
| 375 |
+
"department": department,
|
| 376 |
+
"au_organ": au_organ,
|
| 377 |
+
"eligibility_text": self._truncate(eligibility_text, 2000),
|
| 378 |
+
},
|
| 379 |
+
raw_content=text,
|
| 380 |
+
)
|
| 381 |
+
|
| 382 |
+
def _parse_announcement(
|
| 383 |
+
self,
|
| 384 |
+
candidate: Candidate,
|
| 385 |
+
soup: BeautifulSoup,
|
| 386 |
+
final_url: str,
|
| 387 |
+
) -> CollectedOpportunity | None:
|
| 388 |
+
title = self._article_title(soup) or candidate.title
|
| 389 |
+
text = self._article_text(soup)
|
| 390 |
+
normalized = f"{title} {text}".casefold()
|
| 391 |
+
|
| 392 |
+
if not self._matches(normalized, self.OPPORTUNITY_PATTERNS):
|
| 393 |
+
return None
|
| 394 |
+
if self._matches(normalized, self.CLOSED_PATTERNS):
|
| 395 |
+
return None
|
| 396 |
+
if self._matches(normalized, self.RESULT_PATTERNS):
|
| 397 |
+
return None
|
| 398 |
+
|
| 399 |
+
publication_date = (
|
| 400 |
+
self._extract_publication_date(soup)
|
| 401 |
+
or candidate.publication_date
|
| 402 |
+
)
|
| 403 |
+
deadline = self._extract_deadline(text)
|
| 404 |
+
if deadline is not None and deadline < date.today():
|
| 405 |
+
return None
|
| 406 |
+
|
| 407 |
+
requires_manual_review = deadline is None
|
| 408 |
+
if requires_manual_review:
|
| 409 |
+
if publication_date is None:
|
| 410 |
+
return None
|
| 411 |
+
if date.today() - publication_date > self.MAX_ARTICLE_AGE:
|
| 412 |
+
return None
|
| 413 |
+
|
| 414 |
+
documents = self._official_documents(soup, final_url)
|
| 415 |
+
application_url = self._extract_application_url(
|
| 416 |
+
soup,
|
| 417 |
+
final_url,
|
| 418 |
+
documents,
|
| 419 |
+
)
|
| 420 |
+
category = self._programme_category(normalized)
|
| 421 |
+
|
| 422 |
+
return CollectedOpportunity(
|
| 423 |
+
source_slug=self.source_slug,
|
| 424 |
+
title=title,
|
| 425 |
+
official_url=self._canonical_url(final_url),
|
| 426 |
+
summary=self._summary(text, title, deadline),
|
| 427 |
+
description=self._truncate(text, 8000),
|
| 428 |
+
organization_name="African Union Commission",
|
| 429 |
+
category=category,
|
| 430 |
+
country_code=None,
|
| 431 |
+
location=None,
|
| 432 |
+
language=self._detect_language(text),
|
| 433 |
+
publication_date=publication_date,
|
| 434 |
+
deadline=deadline,
|
| 435 |
+
application_url=application_url,
|
| 436 |
+
image_url=self._article_image(soup, final_url),
|
| 437 |
+
target_countries=(),
|
| 438 |
+
study_levels=self._study_levels(text),
|
| 439 |
+
eligibility={
|
| 440 |
+
"deadline_status": (
|
| 441 |
+
"confirmed" if deadline else "not_extracted"
|
| 442 |
+
),
|
| 443 |
+
"requires_manual_review": requires_manual_review,
|
| 444 |
+
"scope": "African Union member states",
|
| 445 |
+
"article_url": self._canonical_url(final_url),
|
| 446 |
+
"official_documents": documents,
|
| 447 |
+
},
|
| 448 |
+
raw_content=text,
|
| 449 |
+
)
|
| 450 |
+
|
| 451 |
+
async def _get(self, url: str) -> httpx.Response:
|
| 452 |
+
self._assert_allowed_url(url)
|
| 453 |
+
async with self._semaphore:
|
| 454 |
+
try:
|
| 455 |
+
response = await self._client.get(url)
|
| 456 |
+
response.raise_for_status()
|
| 457 |
+
except httpx.HTTPError as error:
|
| 458 |
+
raise AfricanUnionCollectorError(
|
| 459 |
+
f"Unable to fetch African Union resource: {url}"
|
| 460 |
+
) from error
|
| 461 |
+
|
| 462 |
+
self._assert_allowed_url(str(response.url))
|
| 463 |
+
return response
|
| 464 |
+
|
| 465 |
+
def _assert_allowed_url(self, url: str) -> None:
|
| 466 |
+
parsed = urlparse(url)
|
| 467 |
+
if parsed.scheme != "https" or parsed.hostname not in self.ALLOWED_HOSTS:
|
| 468 |
+
raise AfricanUnionCollectorError(
|
| 469 |
+
f"Non-official African Union URL rejected: {url}"
|
| 470 |
+
)
|
| 471 |
+
|
| 472 |
+
@staticmethod
|
| 473 |
+
def _clean_text(value: str) -> str:
|
| 474 |
+
return re.sub(r"\s+", " ", value).strip()
|
| 475 |
+
|
| 476 |
+
@classmethod
|
| 477 |
+
def _main_text(cls, soup: BeautifulSoup) -> str:
|
| 478 |
+
root = soup.select_one("main, #job-content, .job, article") or soup.body
|
| 479 |
+
return cls._clean_text(root.get_text(" ", strip=True) if root else "")
|
| 480 |
+
|
| 481 |
+
@classmethod
|
| 482 |
+
def _article_text(cls, soup: BeautifulSoup) -> str:
|
| 483 |
+
root = soup.select_one(
|
| 484 |
+
"article .field--name-body, article .content, article, main"
|
| 485 |
+
) or soup.body
|
| 486 |
+
if root is None:
|
| 487 |
+
return ""
|
| 488 |
+
clone = BeautifulSoup(str(root), "html.parser")
|
| 489 |
+
for node in clone.select(
|
| 490 |
+
"nav, header, footer, script, style, .social-share, .related-content"
|
| 491 |
+
):
|
| 492 |
+
node.decompose()
|
| 493 |
+
return cls._clean_text(clone.get_text(" ", strip=True))
|
| 494 |
+
|
| 495 |
+
@classmethod
|
| 496 |
+
def _article_title(cls, soup: BeautifulSoup) -> str | None:
|
| 497 |
+
node = soup.select_one("h1, article h1, .page-title")
|
| 498 |
+
return cls._clean_text(node.get_text(" ", strip=True)) if node else None
|
| 499 |
+
|
| 500 |
+
@classmethod
|
| 501 |
+
def _field(cls, text: str, label: str) -> str | None:
|
| 502 |
+
labels = (
|
| 503 |
+
"Req Id",
|
| 504 |
+
"Job Title",
|
| 505 |
+
"Posting Start Date",
|
| 506 |
+
"Employee Class",
|
| 507 |
+
"End Date",
|
| 508 |
+
"Job Location (country)",
|
| 509 |
+
"Department",
|
| 510 |
+
"AU Organ",
|
| 511 |
+
)
|
| 512 |
+
next_labels = "|".join(re.escape(item) for item in labels if item != label)
|
| 513 |
+
match = re.search(
|
| 514 |
+
rf"{re.escape(label)}\s*:\s*(.*?)\s*(?=(?:{next_labels})\s*:|$)",
|
| 515 |
+
text,
|
| 516 |
+
flags=re.IGNORECASE,
|
| 517 |
+
)
|
| 518 |
+
value = cls._clean_text(match.group(1)) if match else ""
|
| 519 |
+
return value or None
|
| 520 |
+
|
| 521 |
+
@classmethod
|
| 522 |
+
def _parse_date(cls, value: str | None) -> date | None:
|
| 523 |
+
if not value:
|
| 524 |
+
return None
|
| 525 |
+
cleaned = cls._clean_text(value).replace(",", " ")
|
| 526 |
+
|
| 527 |
+
numeric = re.search(r"\b(\d{1,2})/(\d{1,2})/(\d{2,4})\b", cleaned)
|
| 528 |
+
if numeric:
|
| 529 |
+
month, day, year = (int(part) for part in numeric.groups())
|
| 530 |
+
year += 2000 if year < 100 else 0
|
| 531 |
+
try:
|
| 532 |
+
return date(year, month, day)
|
| 533 |
+
except ValueError:
|
| 534 |
+
return None
|
| 535 |
+
|
| 536 |
+
textual = re.search(
|
| 537 |
+
r"\b([A-Za-z]+)\s+(\d{1,2})(?:st|nd|rd|th)?\s+(\d{4})\b",
|
| 538 |
+
cleaned,
|
| 539 |
+
flags=re.IGNORECASE,
|
| 540 |
+
)
|
| 541 |
+
if textual:
|
| 542 |
+
month_name, day, year = textual.groups()
|
| 543 |
+
month = cls.MONTHS.get(month_name.casefold())
|
| 544 |
+
if month:
|
| 545 |
+
try:
|
| 546 |
+
return date(int(year), month, int(day))
|
| 547 |
+
except ValueError:
|
| 548 |
+
return None
|
| 549 |
+
|
| 550 |
+
reverse = re.search(
|
| 551 |
+
r"\b(\d{1,2})(?:st|nd|rd|th)?\s+([A-Za-z]+)\s+(\d{4})\b",
|
| 552 |
+
cleaned,
|
| 553 |
+
flags=re.IGNORECASE,
|
| 554 |
+
)
|
| 555 |
+
if reverse:
|
| 556 |
+
day, month_name, year = reverse.groups()
|
| 557 |
+
month = cls.MONTHS.get(month_name.casefold())
|
| 558 |
+
if month:
|
| 559 |
+
try:
|
| 560 |
+
return date(int(year), month, int(day))
|
| 561 |
+
except ValueError:
|
| 562 |
+
return None
|
| 563 |
+
return None
|
| 564 |
+
|
| 565 |
+
@classmethod
|
| 566 |
+
def _extract_deadline(cls, text: str) -> date | None:
|
| 567 |
+
patterns = (
|
| 568 |
+
r"(?:applications? must be submitted no later than|"
|
| 569 |
+
r"application deadline|deadline for applications?|closing date|"
|
| 570 |
+
r"deadline)\s*(?:is|:|-)?\s*"
|
| 571 |
+
r"([A-Za-z]+\s+\d{1,2}(?:st|nd|rd|th)?[,]?\s+\d{4})",
|
| 572 |
+
r"(?:applications? must be submitted no later than|"
|
| 573 |
+
r"application deadline|deadline for applications?|closing date|"
|
| 574 |
+
r"deadline)\s*(?:is|:|-)?\s*"
|
| 575 |
+
r"(\d{1,2}\s+[A-Za-z]+\s+\d{4})",
|
| 576 |
+
r"(?:end date)\s*(?:is|:|-)?\s*"
|
| 577 |
+
r"([A-Za-z]+\s+\d{1,2}[,]?\s+\d{4})",
|
| 578 |
+
)
|
| 579 |
+
for pattern in patterns:
|
| 580 |
+
match = re.search(pattern, text, flags=re.IGNORECASE)
|
| 581 |
+
if match:
|
| 582 |
+
parsed = cls._parse_date(match.group(1))
|
| 583 |
+
if parsed:
|
| 584 |
+
return parsed
|
| 585 |
+
return None
|
| 586 |
+
|
| 587 |
+
@classmethod
|
| 588 |
+
def _extract_publication_date(cls, soup: BeautifulSoup) -> date | None:
|
| 589 |
+
for selector in (
|
| 590 |
+
"meta[property='article:published_time']",
|
| 591 |
+
"meta[name='date']",
|
| 592 |
+
"time[datetime]",
|
| 593 |
+
):
|
| 594 |
+
node = soup.select_one(selector)
|
| 595 |
+
if not node:
|
| 596 |
+
continue
|
| 597 |
+
value = node.get("content") or node.get("datetime") or node.get_text(" ")
|
| 598 |
+
if not value:
|
| 599 |
+
continue
|
| 600 |
+
try:
|
| 601 |
+
return datetime.fromisoformat(str(value).replace("Z", "+00:00")).date()
|
| 602 |
+
except ValueError:
|
| 603 |
+
parsed = cls._parse_date(str(value))
|
| 604 |
+
if parsed:
|
| 605 |
+
return parsed
|
| 606 |
+
return None
|
| 607 |
+
|
| 608 |
+
@classmethod
|
| 609 |
+
def _extract_date_from_context(cls, link) -> date | None:
|
| 610 |
+
parent = link.find_parent(["article", "li", "div"])
|
| 611 |
+
text = parent.get_text(" ", strip=True) if parent else ""
|
| 612 |
+
return cls._parse_date(text)
|
| 613 |
+
|
| 614 |
+
@classmethod
|
| 615 |
+
def _job_category(cls, title: str, employee_class: str | None) -> str:
|
| 616 |
+
value = f"{title} {employee_class or ''}".casefold()
|
| 617 |
+
if "intern" in value:
|
| 618 |
+
return "internship"
|
| 619 |
+
if "fellow" in value:
|
| 620 |
+
return "fellowship"
|
| 621 |
+
return "job"
|
| 622 |
+
|
| 623 |
+
@classmethod
|
| 624 |
+
def _programme_category(cls, text: str) -> str:
|
| 625 |
+
if "internship" in text or "traineeship" in text:
|
| 626 |
+
return "internship"
|
| 627 |
+
if "scholarship" in text:
|
| 628 |
+
return "scholarship"
|
| 629 |
+
if "fellowship" in text:
|
| 630 |
+
return "fellowship"
|
| 631 |
+
if "volunteer" in text:
|
| 632 |
+
return "program"
|
| 633 |
+
if "competition" in text:
|
| 634 |
+
return "competition"
|
| 635 |
+
if "vacancy" in text or re.search(r"\bjob\b", text):
|
| 636 |
+
return "job"
|
| 637 |
+
return "program"
|
| 638 |
+
|
| 639 |
+
@classmethod
|
| 640 |
+
def _study_levels(cls, text: str) -> tuple[str, ...]:
|
| 641 |
+
normalized = text.casefold()
|
| 642 |
+
levels: list[str] = []
|
| 643 |
+
mappings = (
|
| 644 |
+
("bachelor", ("bachelor", "undergraduate", "first degree")),
|
| 645 |
+
("master", ("master", "postgraduate")),
|
| 646 |
+
("phd", ("phd", "doctoral", "doctorate")),
|
| 647 |
+
)
|
| 648 |
+
for level, markers in mappings:
|
| 649 |
+
if any(marker in normalized for marker in markers):
|
| 650 |
+
levels.append(level)
|
| 651 |
+
return tuple(levels)
|
| 652 |
+
|
| 653 |
+
@classmethod
|
| 654 |
+
def _job_summary(cls, soup: BeautifulSoup, text: str, title: str) -> str:
|
| 655 |
+
section = cls._extract_section(
|
| 656 |
+
text,
|
| 657 |
+
("Job Description", "Background", "Purpose of Job"),
|
| 658 |
+
("Context", "Main Functions", "Who can Apply?", "Eligibility"),
|
| 659 |
+
)
|
| 660 |
+
if not section:
|
| 661 |
+
section = text
|
| 662 |
+
return cls._summary(section, title, None)
|
| 663 |
+
|
| 664 |
+
@classmethod
|
| 665 |
+
def _summary(cls, text: str, title: str, deadline: date | None) -> str:
|
| 666 |
+
cleaned = cls._clean_text(text)
|
| 667 |
+
if cleaned.casefold().startswith(title.casefold()):
|
| 668 |
+
cleaned = cleaned[len(title):].lstrip(" :-")
|
| 669 |
+
sentence_match = re.search(r"^(.{80,460}?[.!?])(?:\s|$)", cleaned)
|
| 670 |
+
summary = sentence_match.group(1) if sentence_match else cleaned[:460]
|
| 671 |
+
if not summary:
|
| 672 |
+
summary = f"Official African Union opportunity: {title}."
|
| 673 |
+
if deadline is None:
|
| 674 |
+
suffix = " Consult the official page for the closing date."
|
| 675 |
+
summary = summary[: 500 - len(suffix)].rstrip() + suffix
|
| 676 |
+
return summary[:500]
|
| 677 |
+
|
| 678 |
+
@classmethod
|
| 679 |
+
def _extract_section(
|
| 680 |
+
cls,
|
| 681 |
+
text: str,
|
| 682 |
+
starts: tuple[str, ...],
|
| 683 |
+
ends: tuple[str, ...],
|
| 684 |
+
) -> str:
|
| 685 |
+
start_positions = [
|
| 686 |
+
position
|
| 687 |
+
for marker in starts
|
| 688 |
+
if (position := text.casefold().find(marker.casefold())) >= 0
|
| 689 |
+
]
|
| 690 |
+
if not start_positions:
|
| 691 |
+
return ""
|
| 692 |
+
start = min(start_positions)
|
| 693 |
+
end_positions = [
|
| 694 |
+
position
|
| 695 |
+
for marker in ends
|
| 696 |
+
if (position := text.casefold().find(marker.casefold(), start + 1)) >= 0
|
| 697 |
+
]
|
| 698 |
+
end = min(end_positions) if end_positions else min(len(text), start + 2500)
|
| 699 |
+
return cls._clean_text(text[start:end])
|
| 700 |
+
|
| 701 |
+
@classmethod
|
| 702 |
+
def _extract_apply_url(cls, soup: BeautifulSoup, fallback: str) -> str:
|
| 703 |
+
for link in soup.select("a[href]"):
|
| 704 |
+
label = cls._clean_text(link.get_text(" ", strip=True)).casefold()
|
| 705 |
+
if label in {"i'm interested", "apply", "apply now"}:
|
| 706 |
+
return cls._canonical_url(urljoin(fallback, link["href"]))
|
| 707 |
+
return cls._canonical_url(fallback)
|
| 708 |
+
|
| 709 |
+
@classmethod
|
| 710 |
+
def _extract_application_url(
|
| 711 |
+
cls,
|
| 712 |
+
soup: BeautifulSoup,
|
| 713 |
+
fallback: str,
|
| 714 |
+
documents: list[str],
|
| 715 |
+
) -> str:
|
| 716 |
+
for link in soup.select("a[href]"):
|
| 717 |
+
label = cls._clean_text(link.get_text(" ", strip=True)).casefold()
|
| 718 |
+
if re.search(r"\b(apply|application form|register|submit)\b", label):
|
| 719 |
+
url = cls._canonical_url(urljoin(fallback, link["href"]))
|
| 720 |
+
if urlparse(url).scheme == "https":
|
| 721 |
+
return url
|
| 722 |
+
return documents[0] if documents else cls._canonical_url(fallback)
|
| 723 |
+
|
| 724 |
+
@classmethod
|
| 725 |
+
def _official_documents(cls, soup: BeautifulSoup, base_url: str) -> list[str]:
|
| 726 |
+
documents: list[str] = []
|
| 727 |
+
for link in soup.select("a[href]"):
|
| 728 |
+
url = cls._canonical_url(urljoin(base_url, link["href"]))
|
| 729 |
+
if urlparse(url).path.casefold().endswith((".pdf", ".doc", ".docx")):
|
| 730 |
+
documents.append(url)
|
| 731 |
+
return list(dict.fromkeys(documents))
|
| 732 |
+
|
| 733 |
+
@classmethod
|
| 734 |
+
def _article_image(cls, soup: BeautifulSoup, base_url: str) -> str | None:
|
| 735 |
+
node = soup.select_one("meta[property='og:image'], article img[src]")
|
| 736 |
+
if not node:
|
| 737 |
+
return None
|
| 738 |
+
value = node.get("content") or node.get("src")
|
| 739 |
+
return urljoin(base_url, str(value)) if value else None
|
| 740 |
+
|
| 741 |
+
@staticmethod
|
| 742 |
+
def _detect_language(text: str) -> str:
|
| 743 |
+
french_markers = ("appel à", "candidature", "date limite", "bourse")
|
| 744 |
+
normalized = text.casefold()
|
| 745 |
+
return "fr" if sum(marker in normalized for marker in french_markers) >= 2 else "en"
|
| 746 |
+
|
| 747 |
+
@staticmethod
|
| 748 |
+
def _matches(text: str, patterns: tuple[str, ...]) -> bool:
|
| 749 |
+
return any(re.search(pattern, text, flags=re.IGNORECASE) for pattern in patterns)
|
| 750 |
+
|
| 751 |
+
@classmethod
|
| 752 |
+
def _title_from_job_url(cls, url: str) -> str:
|
| 753 |
+
path = urlparse(url).path
|
| 754 |
+
match = re.search(r"/job/([^/]+)/", path)
|
| 755 |
+
value = match.group(1) if match else "African Union opportunity"
|
| 756 |
+
return cls._clean_text(value.replace("%2C", ",").replace("-", " "))
|
| 757 |
+
|
| 758 |
+
@staticmethod
|
| 759 |
+
def _truncate(value: str, limit: int) -> str:
|
| 760 |
+
return value if len(value) <= limit else value[: limit - 1].rstrip() + "…"
|
| 761 |
+
|
| 762 |
+
@classmethod
|
| 763 |
+
def _canonical_url(cls, url: str) -> str:
|
| 764 |
+
parsed = urlparse(url)
|
| 765 |
+
query = [
|
| 766 |
+
(key, value)
|
| 767 |
+
for key, value in parse_qsl(parsed.query, keep_blank_values=True)
|
| 768 |
+
if not key.casefold().startswith("utm_")
|
| 769 |
+
and key.casefold() not in {"locale", "source", "ref"}
|
| 770 |
+
]
|
| 771 |
+
return urlunparse(
|
| 772 |
+
(
|
| 773 |
+
parsed.scheme.casefold(),
|
| 774 |
+
parsed.netloc.casefold(),
|
| 775 |
+
re.sub(r"/{2,}", "/", parsed.path).rstrip("/") or "/",
|
| 776 |
+
"",
|
| 777 |
+
urlencode(query),
|
| 778 |
+
"",
|
| 779 |
+
)
|
| 780 |
+
)
|
| 781 |
+
|
| 782 |
+
@classmethod
|
| 783 |
+
def _candidate_key(cls, candidate: Candidate) -> str:
|
| 784 |
+
req_id = re.search(r"/(\d+)(?:-[^/]*)?$", urlparse(candidate.url).path)
|
| 785 |
+
if candidate.channel == "jobs" and req_id:
|
| 786 |
+
return f"job:{req_id.group(1)}"
|
| 787 |
+
return cls._canonical_url(candidate.url)
|
| 788 |
+
|
| 789 |
+
@classmethod
|
| 790 |
+
def _deduplicate(
|
| 791 |
+
cls,
|
| 792 |
+
opportunities: list[CollectedOpportunity],
|
| 793 |
+
) -> list[CollectedOpportunity]:
|
| 794 |
+
unique: dict[str, CollectedOpportunity] = {}
|
| 795 |
+
for opportunity in opportunities:
|
| 796 |
+
req_id = opportunity.eligibility.get("req_id")
|
| 797 |
+
key = (
|
| 798 |
+
f"job:{req_id}"
|
| 799 |
+
if req_id
|
| 800 |
+
else cls._canonical_url(opportunity.official_url)
|
| 801 |
+
)
|
| 802 |
+
existing = unique.get(key)
|
| 803 |
+
if existing is None or (
|
| 804 |
+
existing.deadline is None and opportunity.deadline is not None
|
| 805 |
+
):
|
| 806 |
+
unique[key] = opportunity
|
| 807 |
+
return list(unique.values())
|
app/services/opportunity_sync.py
CHANGED
|
@@ -93,6 +93,12 @@ SOURCE_CONFIGURATION = {
|
|
| 93 |
),
|
| 94 |
"source_tier": "A",
|
| 95 |
},
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|
| 96 |
}
|
| 97 |
|
| 98 |
|
|
|
|
| 93 |
),
|
| 94 |
"source_tier": "A",
|
| 95 |
},
|
| 96 |
+
"african-union": {
|
| 97 |
+
"name": "African Union",
|
| 98 |
+
"base_url": "https://au.int/",
|
| 99 |
+
"opportunities_url": "https://jobs.au.int/",
|
| 100 |
+
"source_tier": "A",
|
| 101 |
+
},
|
| 102 |
}
|
| 103 |
|
| 104 |
|
scripts/check_african_union_collector.py
ADDED
|
@@ -0,0 +1,65 @@
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|
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|
|
|
|
|
|
|
| 1 |
+
import asyncio
|
| 2 |
+
import json
|
| 3 |
+
import sys
|
| 4 |
+
from dataclasses import asdict
|
| 5 |
+
from datetime import date
|
| 6 |
+
from typing import Any
|
| 7 |
+
|
| 8 |
+
from app.collectors.providers.african_union import (
|
| 9 |
+
AfricanUnionCollector,
|
| 10 |
+
AfricanUnionCollectorError,
|
| 11 |
+
)
|
| 12 |
+
|
| 13 |
+
|
| 14 |
+
def serialize_value(value: Any) -> Any:
|
| 15 |
+
if isinstance(value, date):
|
| 16 |
+
return value.isoformat()
|
| 17 |
+
if isinstance(value, (list, tuple)):
|
| 18 |
+
return [serialize_value(item) for item in value]
|
| 19 |
+
if isinstance(value, dict):
|
| 20 |
+
return {key: serialize_value(item) for key, item in value.items()}
|
| 21 |
+
return value
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
async def main() -> None:
|
| 25 |
+
collector = AfricanUnionCollector()
|
| 26 |
+
print(
|
| 27 |
+
"[collector-check] Starting African Union opportunities check...",
|
| 28 |
+
flush=True,
|
| 29 |
+
)
|
| 30 |
+
|
| 31 |
+
opportunities = await collector.collect()
|
| 32 |
+
if not opportunities:
|
| 33 |
+
raise RuntimeError("African Union returned no current opportunity.")
|
| 34 |
+
|
| 35 |
+
for opportunity in opportunities:
|
| 36 |
+
payload = serialize_value(asdict(opportunity))
|
| 37 |
+
raw_content = payload.pop("raw_content", "")
|
| 38 |
+
payload["raw_content_length"] = len(raw_content)
|
| 39 |
+
print(json.dumps(payload, indent=2, ensure_ascii=False), flush=True)
|
| 40 |
+
|
| 41 |
+
print(
|
| 42 |
+
"[collector-check] African Union check passed: "
|
| 43 |
+
f"{len(opportunities)} opportunity/opportunities collected.",
|
| 44 |
+
flush=True,
|
| 45 |
+
)
|
| 46 |
+
|
| 47 |
+
|
| 48 |
+
if __name__ == "__main__":
|
| 49 |
+
try:
|
| 50 |
+
asyncio.run(main())
|
| 51 |
+
except AfricanUnionCollectorError as error:
|
| 52 |
+
print(
|
| 53 |
+
f"[collector-check] Collection failed: {error}",
|
| 54 |
+
file=sys.stderr,
|
| 55 |
+
flush=True,
|
| 56 |
+
)
|
| 57 |
+
raise SystemExit(1) from error
|
| 58 |
+
except Exception as error:
|
| 59 |
+
print(
|
| 60 |
+
"[collector-check] Unexpected failure: "
|
| 61 |
+
f"{type(error).__name__}: {error}",
|
| 62 |
+
file=sys.stderr,
|
| 63 |
+
flush=True,
|
| 64 |
+
)
|
| 65 |
+
raise SystemExit(1) from error
|