]*>[^<]*', r'edited', r'forwarded']: print(pat, '->', re.findall(pat, b)[:4]) EOF ```

результат: 6 рядків

``` tgme_widget_message_reply[^>]*> -> ['tgme_widget_message_reply user-color-default" href="https://t.me/OP_UA/18639" ">', 'tgme_widget_message_reply_thumb" style="background-image:url(\'https://cdn4.telesco.[REDACTED: ключ].jpg\')">']

]*>[^<]* -> [] edited -> [] forwarded -> [] Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Fetch two live pages and inspect forward and edit markup ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && curl -s -A 'Mozilla/5.0 (X11; Linux x86_64) Chrome/124.0' 'https://t.me/s/AerisRimor' -o html/aeris.html; curl -s -A 'Mozilla/5.0 (X11; Linux x86_64) Chrome/124.0' 'https://t.me/s/kyiv_airdef' -o html/airdef.html; ls -la html; python3 -I - <<'EOF' import re for fn in ('html/aeris.html','html/airdef.html'): p = open(fn, encoding='utf-8').read() print(fn, 'posts', p.count('tgme_widget_message_wrap')) for m in re.finditer(r'.{0,120}forwarded_from.{0,250}', p): print('FWD:', m.group(0)[:370]); break for m in re.finditer(r'.{0,200}edited.{0,120}', p): print('EDIT:', m.group(0)[:330]); break for m in re.finditer(r'

результат: 11 рядків

``` total 192 drwxrwxr-x 2 ye ye 80 Oct 10 18:51 . drwxrwxr-x 3 ye ye 80 Oct 10 18:51 .. -rw-rw-r-- 1 ye ye 93597 Oct 10 18:51 aeris.html -rw-rw-r-- 1 ye ye 99143 Oct 10 18:51 airdef.html html/aeris.html posts 20 EDIT: 15.1K viewsedited

результат: 10 рядків

``` parsing/work/strike_label/data/probe/dsns_kyiv.html parsing/work/strike_label/data/probe/kyivcityofficial.html parsing/work/cal_events/data/probe/tg_MID_Russia.html parsing/work/strike_label/data/probe/kyivnow.html parsing/work/alerts/data/probe_VA_Kyiv_top.html

Forwarded from Віталій Кличко

-----

Forwarded from Віталій Кличко

----- Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ``` **Write**: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/tg\_fetch.py ``` файл: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/tg_fetch.py, 5174 символів """Public Telegram channel -> raw JSONL via https://t.me/s/ (stdlib only). Usage: python3 -I tg_fetch.py [since] [delay] since default 2026-04-23T21:00:00Z, delay default 1.5 s between requests. Run 1 walks back from the newest post to `since`, appending page by page. Later runs append only posts newer than the file, then finish an interrupted backfill. A post_id already in the file is never rewritten (its first version is kept). Rows are not sorted.""" import html, json, os, re, sys, time, urllib.error, urllib.request from datetime import datetime, timezone UA = {"User-Agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0 Safari/537.36"} ch, out = sys.argv[1], sys.argv[2] since = sys.argv[3] if len(sys.argv) > 3 else "2026-04-23T21:00:00Z" delay = float(sys.argv[4]) if len(sys.argv) > 4 else 1.5 def utc(s): return datetime.fromisoformat(s).astimezone(timezone.utc).strftime("%Y-%m-%dT%H:%M:%SZ") def get(before=None): url = f"https://t.me/s/{ch}" + (f"?before={before}" if before else "") for k in range(5): try: with urllib.request.urlopen(urllib.request.Request(url, headers=UA), timeout=60) as r: return r.read().decode("utf-8", "replace") except (urllib.error.URLError, TimeoutError) as e: code = getattr(e, "code", None) if code is not None and code != 429 and code < 500: raise print("retry", k ... ще 3674 символів ```

результат: 1 рядок

``` File created successfully at: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/tg_fetch.py (file state is current in your context — no need to Read it back) ```

**Bash**: Broaden retry exceptions in the fetcher ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && python3 -I - <<'EOF' p = 'tg_fetch.py' s = open(p, encoding='utf-8').read() s = s.replace("import html, json, os, re, sys, time, urllib.error, urllib.request\n", "import html, http.client, json, os, re, sys, time, urllib.request\n") s = s.replace(" except (urllib.error.URLError, TimeoutError) as e:\n", " except (OSError, http.client.HTTPException) as e: # HTTPError, URLError, timeouts, resets\n") open(p, 'w', encoding='utf-8').write(s) EOF grep -n "import\|except" tg_fetch.py ```

результат: 4 рядки

``` 7:import html, http.client, json, os, re, sys, time, urllib.request 8:from datetime import datetime, timezone 26: except (OSError, http.client.HTTPException) as e: # HTTPError, URLError, timeouts, resets Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Test fresh fetch, rerun, and missing channel ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && mkdir -p t && rm -f t/*.jsonl && echo '== 1 fresh' && python3 -I tg_fetch.py vitaliy_klitschko t/klitschko.jsonl 2026-10-01T00:00:00Z 1.5 && echo '== 2 rerun' && python3 -I tg_fetch.py vitaliy_klitschko t/klitschko.jsonl 2026-10-01T00:00:00Z 1.5 && wc -l t/klitschko.jsonl && echo '== 5 missing channel' ; python3 -I tg_fetch.py zz_no_such_channel_q7x9k2 t/none.jsonl 2026-10-01T00:00:00Z 1.5; echo "exit=$?" ```

результат: 9 рядків

``` == 1 fresh {"channel": "vitaliy_klitschko", "pages": 5, "rows": 75, "first": "2026-10-01T03:56:42Z", "last": "2026-10-10T15:48:31Z", "min_id": 7734, "max_id": 7827} == 2 rerun {"channel": "vitaliy_klitschko", "pages": 2, "rows": 75, "first": "2026-10-01T03:56:42Z", "last": "2026-10-10T15:48:31Z", "min_id": 7734, "max_id": 7827} 75 t/klitschko.jsonl == 5 missing channel zz_no_such_channel_q7x9k2: 0 posts on the newest page (no such public channel or markup changed) exit=1 Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Open output lazily and retest missing channel ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && python3 -I - <<'EOF' p = 'tg_fetch.py' s = open(p, encoding='utf-8').read() old = '''with open(out, "a", encoding="utf-8") as fh: def write(rows): for r in sorted(rows, key=lambda r: r["post_id"]): fh.write(json.dumps(r, ensure_ascii=False) + "\\n") have[r["post_id"]] = r fh.flush() if not have: # first run: append page by page, an interruption leaves a contiguous newest part pages = walk(None, 0, write) else: # newer posts are buffered and written together, so a crash cannot leave a hole buf, top = [], max(have) pages = walk(None, top, buf.extend) write({r["post_id"]: r for r in buf}.values()) oldest = min(have.values(), key=lambda r: r["post_id"]) if oldest["published_at"] > since: # finish an interrupted backfill time.sleep(delay) pages += walk(oldest["post_id"], 0, write) ''' new = '''def write(rows): with open(out, "a", encoding="utf-8") as fh: for r in sorted(rows, key=lambda r: r["post_id"]): fh.write(json.dumps(r, ensure_ascii=False) + "\\n") have[r["post_id"]] = r if not have: # first run: append page by page, an interruption leaves a contiguous newest part pages = walk(None, 0, write) else: # newer posts are buffered and written together, so a crash cannot leave a hole buf, top ... ще 586 символів ```

результат: 3 рядки

``` zz_no_such_channel_q7x9k2: 0 posts on the newest page (no such public channel or markup changed) exit=1 file_exists=no Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Test interrupted backfill resume and forwarded field ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && python3 -I - <<'EOF' p = 'tg_fetch.py' s = open(p, encoding='utf-8').read() old = '''def write(rows): with open(out, "a", encoding="utf-8") as fh: for r in sorted(rows, key=lambda r: r["post_id"]): ''' new = '''def write(rows): rows = sorted(rows, key=lambda r: r["post_id"]) if not rows: return with open(out, "a", encoding="utf-8") as fh: for r in rows: ''' assert old in s open(p, 'w', encoding='utf-8').write(s.replace(old, new)) EOF echo '== 3a full VA_Kyiv since 10-05' && python3 -I tg_fetch.py VA_Kyiv t/va_full.jsonl 2026-10-05T00:00:00Z 1.5 && python3 -I - <<'EOF' import json rows = [json.loads(l) for l in open('t/va_full.jsonl', encoding='utf-8')] ids = sorted(r['post_id'] for r in rows) # simulate: crash left only posts >= 2026-10-08, and 5 newest posts did not exist yet part = [r for r in rows if r['published_at'] >= '2026-10-08T00:00:00Z' and r['post_id'] <= ids[-6]] with open('t/va_part.jsonl', 'w', encoding='utf-8') as f: for r in part: f.write(json.dumps(r, ensure_ascii=False) + '\n') print('full', len(rows), 'partial', len(part)) fw = [(r['post_id'], r['forwarded_from']) for r in rows if r['forwarded_from']] print('forwarded', len(fw), fw[:4]) print('edited', sum(r['edited'] for r in rows), 'empty text', sum(not r['text'] for r in rows)) print('keys', list(rows[0])) EOF echo '== 3b resume' && python3 -I ... ще 391 символів ```

результат: 10 рядків

``` == 3a full VA_Kyiv since 10-05 {"channel": "VA_Kyiv", "pages": 10, "rows": 146, "first": "2026-10-05T05:59:16Z", "last": "2026-10-10T14:42:25Z", "min_id": 21477, "max_id": 21674} full 146 partial 75 forwarded 34 [(21655, 'dtek_ua/4594'), (21661, 'V_Zelenskiy_official/21309'), (21662, 'V_Zelenskiy_official/21310'), (21663, 'dsns_kyiv/5225')] edited 2 empty text 0 keys ['channel', 'post_id', 'published_at', 'text', 'edited', 'views', 'forwarded_from', 'url', 'fetched_at'] == 3b resume {"channel": "VA_Kyiv", "pages": 6, "rows": 146, "first": "2026-10-05T05:59:16Z", "last": "2026-10-10T14:42:25Z", "min_id": 21477, "max_id": 21674} resumed rows 146 unique 146 missing vs full [] extra vs full [] Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Check that reply quotes are not taken as post text ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && python3 -I - <<'EOF' import sys, re sys.argv = ['x', 'OP_UA', '/dev/null'] src = open('tg_fetch.py', encoding='utf-8').read().split('def walk')[0] exec(src) page = open('../parsing/verify/context/data/tg_18641.html', encoding='utf-8').read() posts = {p['post_id']: p for p in parse(page)} p = posts[18640] i = page.find('data-post="OP_UA/18640"'); blk = page[i:i+20000] q = re.search(r'js-message_reply_text"[^>]*>(.*?)

', blk, re.S) print('posts on page', len(posts)) print('reply quote :', clean(q.group(1))[:90] if q else None) print('parsed text :', p['text'][:90]) print('same?', q and clean(q.group(1)) == p['text']) EOF ```

результат: 7 рядків

``` posts on page 11 reply quote : Протягом квітня Президент України Володимир Зеленський провів 24 міжнародні зустрічі й 12 parsed text : Домовленості й оборонні пакети, які партнери оголосили протягом квітня: ➡️ Бельгія: 75 мл same? False Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Read**: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/tg\_fetch.py ``` /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/tg_fetch.py ```

результат: 118 рядків

``` 1 """Public Telegram channel -> raw JSONL via https://t.me/s/ (stdlib only). 2 Usage: python3 -I tg_fetch.py [since] [delay] 3 since default 2026-04-23T21:00:00Z, delay default 1.5 s between requests. 4 Run 1 walks back from the newest post to `since`, appending page by page. 5 Later runs append only posts newer than the file, then finish an interrupted backfill. 6 A post_id already in the file is never rewritten (its first version is kept). Rows are not sorted.""" 7 import html, http.client, json, os, re, sys, time, urllib.request 8 from datetime import datetime, timezone 9 10 UA = {"User-Agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0 Safari/537.36"} 11 ch, out = sys.argv[1], sys.argv[2] 12 since = sys.argv[3] if len(sys.argv) > 3 else "2026-04-23T21:00:00Z" 13 delay = float(sys.argv[4]) if len(sys.argv) > 4 else 1.5 14 15 16 def utc(s): 17 return datetime.fromisoformat(s).astimezone(timezone.utc).strftime("%Y-%m-%dT%H:%M:%SZ") 18 19 20 def get(before=None): 21 url = f"https://t.me/s/{ch}" + (f"?before={before}" if before else "") 22 for k in range(5): 23 try: 24 with urllib.request.urlopen(urllib.request.Request(url, headers=UA), timeout=60) as r: 25 return r.read().decode("utf-8", "replace") 26 except (OSError, http.client.HTTPException) as e: # HTTPError, URLError, timeouts, resets 27 code = getattr(e, "code", None) 28 if code is not None and code != 429 and code < 500: 29 raise 30 print("retry", k + 1, url, e, file=sys.stderr) 31 time.sleep(20 * (k + 1)) 32 sys.exit(f"fetch failed: {url}") 33 34 35 def clean(s): 36 s = re.sub(r"", "\n", s) 37 return html.unescape(re.sub(r"<[^>]+>", "", s)).replace("\xa0", " ").strip() 38 39 40 def text_of(b): ``` ... ще 78 рядків

**Bash**: Start full KMVA backfill in background to test the fetcher ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && python3 -I - <<'EOF' p = 'tg_fetch.py' s = open(p, encoding='utf-8').read() s = s.replace(' have.setdefault(r["post_id"], r)\n\ndef write(rows):', ' have.setdefault(r["post_id"], r)\n\n\ndef write(rows):') open(p, 'w', encoding='utf-8').write(s) EOF python3 --version; rm -f t/va_T0.jsonl; nohup python3 -I tg_fetch.py VA_Kyiv t/va_T0.jsonl 2026-04-30T21:00:00Z 1.5 > t/va_T0.log 2>&1 & echo started ```

результат: 3 рядки

``` Python 3.14.4 started Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Pick real example rows from test output ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && python3 -I - <<'EOF' import json rows = {json.loads(l)['post_id']: json.loads(l) for l in open('t/va_full.jsonl', encoding='utf-8')} for pid in (21658, 21659, 21661, 21663): if pid in rows: r = dict(rows[pid]); r['text'] = r['text'][:100] print(json.dumps(r, ensure_ascii=False)) k = {json.loads(l)['post_id']: json.loads(l) for l in open('t/klitschko.jsonl', encoding='utf-8')} print(json.dumps(k.get(7822), ensure_ascii=False)) EOF tail -2 t/va_T0.log; wc -l t/va_T0.jsonl 2>/dev/null ```

результат: 7 рядків

``` {"channel": "VA_Kyiv", "post_id": 21658, "published_at": "2026-10-10T11:20:27Z", "text": "В Оболонському районі уламки впали на відкритій території житлового будинку. Інформація про пошкодже", "edited": false, "views": "11.3K", "forwarded_from": null, "url": "https://t.me/VA_Kyiv/21658", "fetched_at": "2026-10-10T15:53:11Z"} {"channel": "VA_Kyiv", "post_id": 21659, "published_at": "2026-10-10T11:35:57Z", "text": "🟢 Відбій повітряної тривоги.", "edited": false, "views": "7.8K", "forwarded_from": null, "url": "https://t.me/VA_Kyiv/21659", "fetched_at": "2026-10-10T15:53:11Z"} {"channel": "VA_Kyiv", "post_id": 21661, "published_at": "2026-10-10T11:59:05Z", "text": "Що означає дозвіл Росії продавати нафтопродукти, зараз найкраще було чутно в Києві, коли після числе", "edited": false, "views": "5.19K", "forwarded_from": "V_Zelenskiy_official/21309", "url": "https://t.me/VA_Kyiv/21661", "fetched_at": "2026-10-10T15:53:11Z"} {"channel": "VA_Kyiv", "post_id": 21663, "published_at": "2026-10-10T12:41:00Z", "text": "Внаслідок російської атаки в Оболонському районі постраждали 5 людей, одна з них - у важкому стані. ", "edited": false, "views": "4.24K", "forwarded_from": "dsns_kyiv/5225", "url": "https://t.me/VA_Kyiv/21663", "fetched_at": "2026-10-10T15:53:11Z"} {"channel": "vitaliy_klitschko", "post_id": 7822, "published_at": "2026-10-10T11:04:10Z", "text": "Вибухи в столиці. \nПеребувайте в укриттях!", "edited": false, "views": "148K", "forwarded_from": null, "url": "https://t.me/vitaliy_klitschko/7822", "fetched_at": "2026-10-10T15:52:37Z"} 11 t/va_T0.jsonl Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: List confirmed verifier claims compactly ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff && python3 -I -c " import json r=json.load(open('tasks/whzh3atwg.output'))['result'] for g in r: for x in g['verify']['verdicts']: if x['verdict']=='confirmed': print('[%s] %s' % (x['section'], x['claim'][:170])) " ``` *прочитано вивід субагентів, не включено* **Bash**: Extract code blocks, run astro and movable-date checks ```` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && mkdir -p code && python3 -I - <<'EOF' import re S = '../parsing/sections/' def block(fn, start_pat): s = open(S + fn, encoding='utf-8').read() i = s.index(start_pat) j = s.index('```', i) return s[i:j] wx = block('03-weather-astro.md', '# wx_fetch_run.py') astro = block('03-weather-astro.md', '# kyiv_astro.py') mov = block('05-calendar-dates.md', 'import datetime as dt\nY = 2026') astro = astro.replace('def build(out_dir, d0=date(2026, 5, 1), d1=date(2026, 10, 12)):', 'def build(out_dir, d0=date(2026, 4, 30), d1=date(2026, 10, 12)):') assert 'date(2026, 4, 30)' in astro open('code/wx_fetch_run.py', 'w', encoding='utf-8').write(wx) open('code/kyiv_astro.py', 'w', encoding='utf-8').write(astro) open('code/movable_2026.py', 'w', encoding='utf-8').write(mov) print(len(wx.splitlines()), len(astro.splitlines()), len(mov.splitlines())) EOF cp tg_fetch.py code/tg_fetch.py cat > code/va_count.py <<'EOF' # python3 -I va_count.py data/raw/telegram/VA_Kyiv.jsonl (Kyiv-city alerts per Kyiv month from T0) import json, re, sys, collections from datetime import datetime, timedelta S = re.compile(r"(м\.\s*Київ\s*[-–]\s*)?[Пп]овітряна тривога|(Червоний|Жовтий) рівень небезпеки|(У Києві |У столиці )?[Оо]голошено повітряну тривогу") E = re.compile(r"(м\.\s*Київ\s*[-–]\s*)?[Вв]ідбій") rows = {} for line in open(sys.argv[1], encoding="utf-8"): r = ... ще 1485 символів ````

результат: 13 рядків

``` 43 120 13 easter 2026-04-12 trinity 2026-05-31 kyiv_day 2026-05-31 ru_navy 2026-07-26 ru_pvo 2026-04-12 ua_repr 2026-05-17 ua_navy 2026-07-05 ua_af 2026-08-02 ru_airfleet 2026-08-16 ru_tank 2026-09-13 ua_tro 2026-10-04 ua_holodomor 2026-11-28 sun 2026-10-10T04:12:02Z 2026-10-10T15:16:55Z civil 2026-10-10T03:39:20Z 2026-10-10T15:49:34Z nautical 2026-10-10T03:01:34Z 2026-10-10T16:27:14Z astro 2026-10-10T02:23:27Z 2026-10-10T17:05:13Z moon at next Kyiv midnight: illum 0.0005 phase 0.0072 166 daily rows, 3984 hourly rows daily 2026-04-30 2026-10-12 hourly 2026-04-30T00:00:00Z 2026-10-12T23:00:00Z empty astro_dawn 48 empty astro_dusk 49 night_civil 6.036 11.977 night_nautical 3.768 10.719 22 ../t/va_T0.jsonl Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Check background backfill progress and log ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && cat t/va_T0.log; ps aux | grep -c '[t]g_fetch.py VA_Kyiv'; python3 -I -c " import json r=[json.loads(l) for l in open('t/va_T0.jsonl',encoding='utf-8')] print(len(r), min(x['post_id'] for x in r), max(x['post_id'] for x in r), min(x['published_at'] for x in r))"; date -u ```

результат: 4 рядки

``` [REDACTED: перелік служб і сайтів сервера] ```

**Bash**: Recheck backfill progress after a short wait ``` sleep 20; cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && wc -l < t/va_T0.jsonl; cat t/va_T0.log; date -u +%T ```

результат: 3 рядки

``` 80 15:58:04 Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Test airport closure regex and preview strike-section lines ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && python3 -I - <<'EOF' import re rx = re.compile(r"введены\s+(?:\S+\s+)?(?:временные\s+)?ограничени", re.I) for s in ["ВВЕДЕНЫ временные ограничения на прием", "ВВЕДЕНЫ дополнительные* временные ограничения", "введены ограничения", "Ограничения в аэропорту Внуково сняты в 00:22 МСК"]: print(bool(rx.search(s)), s) EOF sed -n '50,54p;80p;82p;84p;86p' ../parsing/sections/08-strikes-on-rf.md | cut -c1-200 ```

результат: 14 рядків

``` True ВВЕДЕНЫ временные ограничения на прием True ВВЕДЕНЫ дополнительные* временные ограничения True введены ограничения False Ограничения в аэропорту Внуково сняты в 00:22 МСК - Кандидат у звіт: є `беспилотн|БПЛА`, є `ПВО` і є `над\s+(?:территори|акватори)`. Решта каналу шум (звіти лише близьк - Кількість: `(?:перехвачен[аоы]?\s+и\s+уничтожен[аоы]?|уничтожен[аоы]?\s+и\s+перехвачен[аоы]?|уничтожен[аоы]?)\s+(?P\d[\d\s - Вікно (мск = UTC+3): `с\s+(?P

\d{1,2})[.:](?P\d{2})(?:\sмск)?(?:\s+(?P\d{1,2})\s+(?P[а-я]+))?\s+до\s+(?P
\d{1,2})[.:](?P\d{2})(?:\s+(?P\d{1,2})\s+(?P - Регіони (метрика 2): `над\s+(?:территори(?:ей|ями|и)|акватори(?:ей|ями|и))\s+(?P[^.]+)`, розбити по `,\s|\s+и\s+|\s+а\s+также\s+`, - Москва (метрика 3): шматок з `Москв|Московск` (МО пише «Московского региона», це місто й область разом). @mos_sobyanin (метрика 3): `летевш\w\s+(?:на|в\s+сторону)\s+Москв|летящ\w\s+(?:на|в\s+сторону)\s+Москв`; 0/1 = чи був хоч один такий @favt_info (метрика 5): аеропорт `\b(Шереметьево|Внуково|Домодедово|Жуковский)\b`; стан: `введены\s+(?:временные\s+)?огран� @GeneralStaffZSU (метрика 4): об'єкт `НПЗ|нафтопереробн\w|ЛВДС|нафтобаз\w|нафтоперекачувальн\w|нафтов\w+\s+термінал\w|\bТЕ укрВікі: таблиці 2 і 3 вікітексту (`{| ... |}`, перша таблиця легенда): колонки `дата | регіон | об'єкт | влучання`; рядк� Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Write**: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/PARSING.tpl.md ``` файл: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/PARSING.tpl.md, 53607 символів # Парсинг: практичний посібник для агента-парсера Пошук джерел закінчено. Для кожної категорії даних тут є обране джерело, адреса, спосіб забору, сирий формат, місце зберігання, правила обробки, пастки і перевірка з очікуваними числами. Завдання парсера: забрати сирі дані, структурувати їх і перевірити, не шукаючи нових джерел. Навіщо ці дані, описано в [METHODOLOGY.md](METHODOLOGY.md). Усі джерела перевірено наживо 2026-10-10: спершу агенти-збирачі, потім окремі агенти-перевіряльники перезапустили рецепти і перерахували числа. Числа в «Перевірці» це стан на 2026-10-10; на пізніший запуск останні id і підсумки будуть більші. ## Карта джерел | # | Категорія | Обране джерело | Спосіб | Розділ | |---|---|---|---|---| | 1 | Тривоги м. Київ | Telegram КМВА @VA_Kyiv | t.me/s | 1 | | 2 | Мітка ракетного удару | 5 моніторингових каналів, КМВА, Кличко | t.me/s | 2 | | 3 | Погода | Open-Meteo Single Runs, модель ECMWF IFS | JSON API | 3 | | 4 | Астрономія | власний модуль на stdlib (NOAA, Meeus) | код, без мережі | 4 | | 5 | Символічні дати РФ і України | готова таблиця 100 дат з джерелами | таблиця в CSV | 5 | | 6 | Візити і світові події | Kremlin (EN), Telegram ОП і Зеленського, Вікіпедія | HTML, t.me/s, MediaWiki API | 6 | | 7 | Сигнали підготовки удару | 7 моніторингових каналів, зокрема тематичний про стратегічну авіацію | t.me/s | 7 | | 8 | Удари України по РФ | @mod_russia, @mos_sobyanin, @favt_info, @GeneralStaffZSU, укрВікі | t.me/s, MediaWiki API | 8 | Цикли і ... ще 52107 символів ```

результат: 1 рядок

``` File created successfully at: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/PARSING.tpl.md (file state is current in your context — no need to Read it back) ```

**Bash**: Recompute weather value ranges under strict availability ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && python3 -I - ../parsing/verify/context/data/wx_full/openmeteo_single_runs <<'EOF' import json, os, sys from datetime import datetime, timedelta, timezone d = sys.argv[1]; U = timezone.utc runs = {} for fn in os.listdir(d): if fn.endswith('.json'): r = datetime.strptime(fn.split('_')[-1][:-5], '%Y%m%dT%H').replace(tzinfo=U) h = json.load(open(os.path.join(d, fn)))['hourly'] runs[r] = {datetime.fromisoformat(t).replace(tzinfo=U): {k: h[k][i] for k in h if k != 'time'} for i, t in enumerate(h['time'])} K = ('cloud_cover', 'precipitation', 'wind_speed_10m', 'wind_gusts_10m', 'wind_direction_10m', 'visibility') vals = {k: [] for k in K}; filled_nulls = 0; nulls = 0 T = datetime(2026, 4, 30, 21, tzinfo=U); n = 0 while T <= datetime(2026, 10, 10, 14, tzinfo=U): ok = sorted((r for r in runs if r + timedelta(hours=8) < T), reverse=True) for k in K: v = runs[ok[0]].get(T, {}).get(k) if v is None: nulls += 1 v = next((runs[r].get(T, {}).get(k) for r in ok[1:] if runs[r].get(T, {}).get(k) is not None), None) filled_nulls += v is not None if v is not None: vals[k].append(v) n += 1; T += timedelta(hours=1) print('hours', n, 'nulls', nulls, 'filled from older run', filled_nulls) for k in K: print(k, min(vals[k]), max(vals[k]), len(vals[k])) allvis = [v for r in runs.values() ... ще 168 символів ```

результат: 10 рядків

``` hours 3906 nulls 42 filled from older run 42 cloud_cover 0 100 3906 precipitation 0.0 6.1 3906 wind_speed_10m 0.0 25.8 3906 wind_gusts_10m 2.5 64.4 3906 wind_direction_10m 1 360 3906 visibility 620.0 54940.0 3906 visibility all runs 80.0 55200.0 840 Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Edit**: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/PARSING.tpl.md ``` файл: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/PARSING.tpl.md --- було: **Перевірка:** повний бекфіл прогонів 2026-04-30T00:00..2026-10-10T06:00 дав 653 файли і 109 704 рядки CSV. Для годин від T0 до 2026-10-10 вибраний прогноз має діапазони: хмарність 0..100 %, опади 0..6.1 мм, вітер 0.3..25.8 км/год, пориви 2.5..64.4 км/год, видимість 1040..54 940 м. --- стало: **Перевірка:** повний бекфіл прогонів 2026-04-30T00:00..2026-10-10T06:00 дав 653 файли і 109 704 рядки CSV. Для 3906 годин від T0 до 2026-10-10T14:00Z вибраний за правилом прогноз (з добором зі старшого прогону) має: хмарність 0..100 %, опади 0..6.1 мм, вітер 0..25.8 км/год, пориви 2.5..64.4 км/год, напрям 1..360, видимість 620..54 940 м, порожніх 0. ```

результат: 1 рядок

``` The file /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/PARSING.tpl.md has been updated successfully. (file state is current in your context — no need to Read it back) ```

результат: 1 рядок

**Edit**: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/PARSING.tpl.md ``` файл: /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/PARSING.tpl.md --- було: - Офіційних лімітів немає. Понад 1500 запитів у цій сесії з паузою 1.2-1.5 с пройшли без жодного 429. Відповідь займає від 1.6 до 8.6 с, залежно від каналу. --- стало: - Офіційних лімітів немає. Понад 1500 запитів у цій сесії з паузою 1.2-1.5 с пройшли без жодного 429. Відповідь у середньому 2-3.5 с, окремі запити до 40 с; @kpszsu повільніший, ~8 с на сторінку з паузою. ```

результат: 1 рядок

**Bash**: Write compose script that fills the template from verified sections ```` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && cat > compose.py <<'EOF' import re, sys S = '../parsing/sections/' def lines(fn, a, b): L = open(S + fn, encoding='utf-8').read().split('\n') return '\n'.join(L[a - 1:b]) def code(fn): return open('code/' + fn, encoding='utf-8').read() def py_block(fn, start): s = open(S + fn, encoding='utf-8').read() i = s.index(start); return s[i:s.index('```', i)] label = py_block('02-strike-label.md', 'import re\ndef K(p)') prep_regex = lines('07-prep-signals.md', 61, 66) refine = [re.sub(r'; збігів:.*$', '', l) for l in lines('07-prep-signals.md', 81, 88).split('\n')] refine = '\n'.join('-' + l.lstrip()[1:] if l.lstrip().startswith('-') else l for l in refine) mod_rules = lines('08-strikes-on-rf.md', 50, 54) mod_rules = mod_rules.replace(' Приклади (запущено 2026-10-10 14:47 UTC): ', ' Приклади: ') mod_formats = lines('08-strikes-on-rf.md', 57, 67) sob = lines('08-strikes-on-rf.md', 80, 80) sob = sob.replace(' Приклади (запущено 2026-10-10 14:54 UTC): ', ' Приклади: ') sob = re.sub(r' `\?q=Москву` дав 20 збігів.*$', '', sob) gen = lines('08-strikes-on-rf.md', 84, 84) gen = gen.replace(' Приклади (запущено 2026-10-10 14:54 UTC): ', ' Приклади: ') gen = re.sub(r' `\?q=НПЗ` дав 20 збігів.*$', '', gen) mod_months = lines('08-strikes-on-rf.md', 71, 78) dates = lines('05-calendar-dates.md', 119, 220) va_full = open('t/va_full_summary.txt', ... ще 909 символів ````

результат: 2 рядки

``` 840 Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Check whether the backfill is still progressing ``` sleep 25; cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && wc -l < t/va_T0.jsonl; cat t/va_T0.log; ps -eo pid,etime,cmd | grep '[t]g_fetch.py VA_Kyiv'; date -u +%T ```

помилка, 1 рядок

``` [REDACTED: перелік служб і сайтів сервера] ```

**Bash**: Check backfill rows, log, and process status ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && wc -l < t/va_T0.jsonl; cat t/va_T0.log; ps -eo pid,etime,cmd | grep '[t]g_fetch.py VA_Kyiv'; date -u +%T ```

результат: 4 рядки

``` [REDACTED: перелік служб і сайтів сервера] ```

**Bash**: Compose draft and scan for banned characters and leftovers ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && echo 'PENDING' > t/va_full_summary.txt && python3 -I compose.py out_PARSING.md && echo '--- banned chars:' && grep -n '[—·]' out_PARSING.md | head; echo '--- scratchpad refs:' && grep -n 'scratchpad\|/tmp/' out_PARSING.md | head; echo '--- "запущено" narration:' && grep -c 'запущено' out_PARSING.md; echo '--- +00:00 in json examples:' && grep -n '"[0-9-]*T[0-9:]*+00:00"' out_PARSING.md | head ```

результат: 8 рядків

``` written 97025 chars 1036 lines --- banned chars: --- scratchpad refs: --- "запущено" narration: 0 --- +00:00 in json examples: 49:| час | ``, UTC (видимий на сторінці час теж UTC) | Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Extract code blocks from the draft doc and compare to tested files ```` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && rm -rf doctest && mkdir -p doctest && python3 -I - <<'EOF' import re t = open('out_PARSING.md', encoding='utf-8').read() blocks = re.findall(r'```(\w*)\n(.*?)```', t, re.S) print('code blocks:', [(lang, b.split('\n')[0][:50]) for lang, b in blocks]) names = {'"""Public Telegram': 'tg_fetch.py', '# python3 -I va_count.py': 'va_count.py', '# wx_fetch_run.py': 'wx_fetch_run.py', '# kyiv_astro.py': 'kyiv_astro.py', 'import datetime as dt': 'movable_2026.py', 'import re\ndef K(p)': 'label_dict.py'} for lang, b in blocks: for k, fn in names.items(): if b.startswith(k): open('doctest/' + fn, 'w', encoding='utf-8').write(b) EOF ls doctest; for f in tg_fetch.py va_count.py wx_fetch_run.py kyiv_astro.py movable_2026.py; do cmp -s doctest/$f code/$f && echo "$f identical to tested code" || echo "$f DIFFERS"; done ````

результат: 13 рядків

``` code blocks: [('json', '{"channel": "VA_Kyiv", "post_id": 21663, "publishe'), ('python', '"""Public Telegram channel -> raw JSONL via https:'), ('python', '# python3 -I va_count.py data/raw/telegram/VA_Kyiv'), ('python', 'import re'), ('python', '# wx_fetch_run.py: python3 -I wx_fetch_run.py **Bash**: Run doc fetcher on war\_monitor and the doc check command ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/doctest && mkdir -p data/raw/telegram && python3 -I tg_fetch.py war_monitor data/raw/telegram/war_monitor.jsonl 2026-10-08T00:00:00Z 1.5 && python3 -I -c "import json,sys; L=[json.loads(l) for l in open(sys.argv[1])]; D=[x for x in L if '2026-10-09'<=x['published_at']<'2026-10-10']; print(len(D), min(x['post_id'] for x in D), max(x['post_id'] for x in D), len(L)==len({x['post_id'] for x in L}))" data/raw/telegram/war_monitor.jsonl ```

результат: 3 рядки

``` {"channel": "war_monitor", "pages": 6, "rows": 116, "first": "2026-10-08T04:41:58Z", "last": "2026-10-10T11:36:43Z", "min_id": 47434, "max_id": 47552} 37 47499 47535 True Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Run weather, astro, movable-date, and label code from the doc ```` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble/doctest && echo '== wx' && python3 -I wx_fetch_run.py data/raw/weather 2026-10-09T12:00 2026-10-10T06:00 && python3 -I -c "import csv,sys; r=list(csv.DictReader(open(sys.argv[1]))); print(len(r), len({x['run_utc'] for x in r}), {c: sum(1 for x in r if x[c] != '') for c in ('cloud_cover_pct','visibility_m')}); print([x for x in r if x['run_utc']=='2026-10-09T12:00:00Z' and x['valid_utc']=='2026-10-10T12:00:00Z'])" data/raw/weather/ecmwf_ifs_runs.csv echo '== astro' && python3 -I kyiv_astro.py day 2026-10-10 > astro_day.txt && python3 -I - <<'EOF' import re t = open('../out_PARSING.md', encoding='utf-8').read() exp = re.search(r'```text\n(.*?)```', t, re.S).group(1) got = open('astro_day.txt', encoding='utf-8').read() print('astro day matches doc:', exp == got) EOF python3 -I kyiv_astro.py build data/raw/astro echo '== movable' && python3 -I movable_2026.py > mov.txt && python3 -I - <<'EOF' t = open('../out_PARSING.md', encoding='utf-8').read() got = open('mov.txt', encoding='utf-8').read().strip() print('movable matches doc:', ('Очікуваний вивід: `' + got + '`') in t) EOF echo '== label dict' && python3 -I - <<'EOF' src = open('label_dict.py', encoding='utf-8').read() ns = {}; exec(src, ns) print(ns['classify']('vitaliy_klitschko', 'Вибухи в столиці. Перебувайте в укриттях!')) print(ns['classify']('war_monitor', '❗️ 3х Циркони від Пирятина у напрямку Києва')) ... ще 53 символів ````

результат: 15 рядків

``` == wx 2026-10-09T12:00 168 ['2026-10-09T12:00:00Z', '2026-10-10T12:00:00Z', 24, 81, 0.0, 12.6, 31.7, 227, 45720.0, '2026-10-09T20:00:00Z', '2026-10-10T16:04:18Z'] 2026-10-10T06:00 168 ['2026-10-10T06:00:00Z', '2026-10-11T06:00:00Z', 24, 100, 0.0, 11.2, 22.7, 136, 32880.0, '2026-10-10T14:00:00Z', '2026-10-10T16:04:19Z'] 336 2 {'cloud_cover_pct': 313, 'visibility_m': 313} [{'run_utc': '2026-10-09T12:00:00Z', 'valid_utc': '2026-10-10T12:00:00Z', 'lead_h': '24', 'cloud_cover_pct': '81', 'precipitation_mm': '0.0', 'wind_speed_10m_kmh': '12.6', 'wind_gusts_10m_kmh': '31.7', 'wind_direction_10m_deg': '227', 'visibility_m': '45720.0', 'available_at_utc': '2026-10-09T20:00:00Z', 'fetched_at_utc': '2026-10-10T16:04:18Z'}] == astro astro day matches doc: True 166 daily rows, 3984 hourly rows == movable movable matches doc: True == label dict (['explosion'], True, True) (['missile_threat', 'toward_kyiv'], True, False) (['air_defense'], False, False) Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```

**Bash**: Compile all regex snippets quoted in the doc ``` cd /tmp/claude-1000/-home-ye-PROJECTS-ai-school-airalers/871ac248-baa9-4c3a-b3df-13308891b9ff/scratchpad/assemble && python3 -I - <<'EOF' import re t = open('out_PARSING.md', encoding='utf-8').read() sec = lambda a, b: t[t.index(a):t.index(b)] bad = 0; n = 0 for name, a, b in [('alerts', '## 1. ', '## 2. '), ('prep', '## 7. ', '## 8. '), ('strikes', '## 8. ', '## 9. '), ('events', '## 6. ', '## 7. ')]: for s in re.findall(r'`([^`\n]+)`', sec(a, b)): if not re.search(r'[\\|(\[]', s) or s.startswith(('http', '{|', '

результат: 3 рядки

``` compiled 55 regex-like snippets, errors 0 favt 4744: True Shell cwd was reset to /home/ye/PROJECTS/ai-school/airalers ```