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Channel

Библиотека баз данных

@sql_lib

On this record: Topic · Growth · Engagement · What this channel posts · Reactions · Advertising · Posts · Polls · Citations · Cite this entry

10,158subscribers

-28 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 10,000–31,623.

Register entry

Telegram ID-1001831704125
TypeChannel
Username@sql_lib
CreatedBetween 1 October 2022 and 30 September 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live5 October 2026
Measurements held32
Confirmed unchanged1 time, most recently 5 October 2026
On Telegramt.me/sql_lib

Topic

Education — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 11 September 2026 and assigned it the closest of 31 fixed categories, at 100% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and why it has no browse page of its own yet.

Growth

10,15810,20310,180.57 August 2026 — 10,186 subscribers8 August 2026 — 10,187 subscribers9 August 2026 — 10,182 subscribers10 August 2026 — 10,180 subscribers12 August 2026 — 10,181 subscribers13 August 2026 — 10,180 subscribers14 August 2026 — 10,177 subscribers16 August 2026 — 10,176 subscribers17 August 2026 — 10,172 subscribers18 August 2026 — 10,166 subscribers19 August 2026 — 10,163 subscribers22 August 2026 — 10,161 subscribers23 August 2026 — 10,167 subscribers25 August 2026 — 10,172 subscribers25 August 2026 — 10,169 subscribers27 August 2026 — 10,171 subscribers28 August 2026 — 10,165 subscribers29 August 2026 — 10,168 subscribers30 August 2026 — 10,169 subscribers31 August 2026 — 10,168 subscribers1 September 2026 — 10,178 subscribers2 September 2026 — 10,194 subscribers3 September 2026 — 10,198 subscribers4 September 2026 — 10,203 subscribers7 September 2026 — 10,198 subscribers10 September 2026 — 10,194 subscribers12 September 2026 — 10,189 subscribers14 September 2026 — 10,198 subscribers15 September 2026 — 10,191 subscribers18 September 2026 — 10,187 subscribers29 September 2026 — 10,173 subscribers5 October 2026 — 10,158 subscribers7 August 20265 October 2026
32 measurements spanning 59 days, net -28. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 10,151–10,210 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 32
Measured (UTC)SubscribersChange
5 Oct 2026, 10:2010,158-15
29 Sept 2026, 10:3610,173-14
18 Sept 2026, 01:3910,187-4
15 Sept 2026, 22:4110,191-7
14 Sept 2026, 08:1710,198+9
12 Sept 2026, 19:3710,189-5
10 Sept 2026, 18:2110,194-4
7 Sept 2026, 18:2210,198-5
4 Sept 2026, 18:5810,203+5
3 Sept 2026, 01:4510,198+4
2 Sept 2026, 03:1610,194+16
1 Sept 2026, 02:3510,178+10
31 Aug 2026, 03:2610,168-1
30 Aug 2026, 06:1310,169+1
29 Aug 2026, 02:5510,168+3
28 Aug 2026, 00:5810,165-6
27 Aug 2026, 00:2710,171+2
25 Aug 2026, 23:1510,169-3
25 Aug 2026, 01:1810,172+5
23 Aug 2026, 17:0810,167first reading

Engagement

19 posts held, back to 10 February 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 36 pages of Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 19 posts for this entry, the most recent from 16 August 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Video runtime
10m 06s
Average length
2m 01s

Measured directly from 5 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.

Reaction mix

97 reactions across 18 posts, in 9 distinct kinds. The most used accounts for 44.3% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
👍4344.3%
❤3233.0%
🔥1313.4%
🌚22.06%
😁22.06%
🥰22.06%
👎11.03%
🖕11.03%
🙏11.03%

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 18 of the 19 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 97 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 19 most recent posts we hold, published 10 February 2026 to 16 August 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Advertising

Ad load
5.26%
1 of 19 posts carry an ad marker
Regulatory tokens
1
posts carrying an erid · 1 distinct token
Median views · ads
1,210
over 1 measured post
Median views · rest
1,450
over 18 measured posts

An ad marker, not a judgement about a post. A post is counted here because it carries one of two explicit markings: an erid token, which Russian law has required on paid placements since 2022 and which is issued against a specific advertising contract, or a #реклама / #ad hashtag in the body, which is the channel declaring it itself. The first is documentary; the second is a self-declaration and is weaker. No classifier reads the text and decides — nothing on this site guesses that a post is an advertisement.

This is a floor, and it can only ever be a floor. A channel that runs paid placements without marking them produces no marker for us to count, and an unmarked ad is indistinguishable from an ordinary post on the public surface. The ad load above therefore means “the share of posts that declared themselves”, never “the share of posts that were paid for”. A low figure is not evidence of a channel that runs few ads.

Both figures are medians, and no ratio between them is published. Each is a view reading that actually occurred on a post, picked by percentile_disc rather than averaged, so one viral post cannot move it and no interpolated value is invented between two readings. The sample on one side is under five posts, which is too thin to compare. The two figures are shown side by side with the count behind each, and deliberately not divided into a headline like “ads get x% fewer views” — an arithmetic that is easy to print and, at this sample size, means nothing.

Advertising tokens recorded on this entry
eridPostsFirst seenLast seen
2W5zFGQGRLm126 May 202626 May 2026

A token repeated across several posts is one advertising contract placed more than once, which is what the identifier is for. The strings are reproduced exactly as they appeared in the post or in its click-through URL and are not validated against any registry — we record the marker a channel published, and whether it resolves to a real contract is a question for the register that issued it.

Measured over the 19 most recent posts we hold, published 10 February 2026 to 16 August 2026. Views are the latest single reading held for each post, and any reading at or above 1,000 is rounded by Telegram to three significant figures.

Recent posts

16 Aug 2026, 14:15 UTC787 views8 reactionsread 29 August 2026
Photo

Полный инженерный курс по AI-агентам на русском: от tool calling до production Курс инженерный, а не обзорный. Здесь почти нет рассуждений о том, «изменит ли ИИ мир», зато есть: минимальные работающие реализации каждого механизма, лабораторные с критериями приёмки, шаблоны для копирования, чек-листы перед релизом, каталог антипаттернов и набор бенчмарков, по которым можно честно сравнить две версии своего агента. …

👍5🔥2❤1

25 Jul 2026, 10:25 UTC≈1,230 views10 reactionsread 29 August 2026
Photo

Бесплатный учебник по геометрии на целый университетский курс 📐 Euclidean Plane and its Relatives Антона Петрунина, профессора Penn State, можно легально скачать бесплатно. Книга рассчитана примерно на один семестр и строит геометрию строго через определения, аксиомы и доказательства. Внутри: евклидова геометрия: треугольники, подобие, параллельность; инверсивная геометрия; гиперболическая и нейтральная геометрия;…

👍6❤2🥰2

23 Jul 2026, 12:03 UTC≈1,010 views9 reactionsread 29 August 2026
Forwarded from @sqlhub

SQL-совет: сравнивайте `NULL` через `IS NOT DISTINCT FROM` Обычное сравнение ломается на NULL: SELECT NULL = NULL; -- NULL Поэтому условие: WHERE old_value = new_value не считает два NULL равными. В PostgreSQL используйте: WHERE old_value IS NOT DISTINCT FROM new_value Оператор работает как безопасный аналог =: 1 IS NOT DISTINCT FROM 1 -- true NULL IS NOT DISTINCT FROM NULL -- true 1 IS NOT DIST…

👍9

23 Jul 2026, 10:04 UTC947 views2 reactionsread 29 August 2026
Photo

Команда GigaChat зовёт на вечеринку для AI-разработчиков и исследователей 🎉 29 июля, Сбер.Среда, пространство «Оригинал» (м. «Курская», ул. Земляной Вал, 9А) Без докладов, презентаций и официальных дискуссий – только общение с коллегами по индустрии, обсуждение рабочих задач и болей, новые знакомства и летний вечер на веранде. Регистрация и подробности Надеемся на хорошую погоду 🥳 До встречи!

🌚2

4 Jun 2026, 15:10 UTC≈1,690 views7 reactionsread 29 August 2026
Video

NVIDIA выкатила Nemotron 3 Ultra - открытую frontier-модель для агентов, которые работают долго, а не просто отвечают на один промпт и забывают контекст. Ставка здесь не на красивые бенчмарки общего рассуждения, а на длинные агентные цепочки: планирование, вызов инструментов, работа с кодом, исследование документов и enterprise-сценарии, где задача тянется через десятки шагов. Именно там обычно ломается экономика а…

❤3👍3🖕1

27 May 2026, 16:04 UTC≈1,430 views4 reactionsread 29 August 2026
Forwarded from @ai_machinelearning_big_dataVideo

🐟 Sakana AI выкатили DiffusionBlocks - способ обучать нейросеть по одному блоку за раз, не держа в памяти всю модель целиком. Работу приняли на ICLR 2026. При обычном обучении градиенты проходят через весь граф, а память под активации растёт вместе с глубиной модели. DiffusionBlocks предлагает разрезать сеть на отдельные блоки и обучать каждый независимо. Каждому блоку дают свою локальную задачу: сдвинуть представл…

👍4

26 May 2026, 15:05 UTC≈1,210 views1 reactionsread 29 August 2026
Advertisementerid 2W5zFGQGRLmVideo

⚡Когда аналитика разнесена по отдельным системам, бизнес долго ждет данные и платит за лишние кластеры, ETL и серверы. 🐘Postgres Pro AXE — аналитическая СУБД от Postgres Professional на знакомом PostgreSQL. Ускоряет доставку аналитики и снижает TCO на хранение и обработку данных. ✔️До 20 раз быстрее Greenplum На сложных запросах в тестах ClickBench, TPC-H и TPC-DS. ✔️До 10 раз меньше ресурсов При сопоставимой нагр…

❤1

22 May 2026, 16:58 UTC≈1,420 views5 reactionsread 29 August 2026
Forwarded from @ai_machinelearning_big_dataPhoto

✔️ Antigravity втрое повысил лимиты Варун Мохан, участник команды разработки Google Antigravity и бывший основатель Windsurf, объявил в сети X о пересмотре правил использования моделей Gemini на платформе. По его словам, лимиты запросов для всех платных тарифов Gemini увеличиваются втрое на постоянной основе, а недельные квоты пользователей Antigravity будут сброшены и начислены заново. Изменения уже вступили в сил…

🔥3👍2

12 May 2026, 09:08 UTC≈1,460 views5 reactionsread 29 August 2026
Forwarded from @ai_machinelearning_big_dataVideo

✔️ OpenAI закроет возможность файнтюна своих моделей к началу 2027 года Компания уведомила разработчиков о закрытии платформы самостоятельного дообучения своих моделей. Для новых клиентов возможность запускать тренировки уже заблокирована, а с 6 января 2027 года отключение затронет всех. Инференс существующих кастомных моделей сохранится вплоть до полного вывода их базовых версий из эксплуатации. Компания смещает ф…

❤3👍1🙏1

11 May 2026, 11:48 UTC≈1,210 views5 reactionsread 29 August 2026
Photo

🖥 На Stepik обновили курс «C# с нуля до профи» Представьте: через четыре месяца вы открываете чужой .NET-проект и читаете его как книгу. IServiceCollection не вызывает ступора. async Task<IActionResult> пишется на автомате. Вы точно знаете, почему EF Core сгенерировал именно такой SQL - и как переписать запрос, чтобы он летал. Это не фантазия. Это результат после 16 модулей, в которых каждая концепция объясняется …

❤3👍1🔥1

10 May 2026, 15:10 UTC≈1,250 views12 reactionsread 29 August 2026
Video

🖥 Cовет по SQL-тестам: тестируйте не только результат запроса, а его инварианты. Обычно SQL проверяют так: SELECT * FROM orders WHERE status = 'paid'; И потом сравнивают: «вернулись нужные строки или нет». Но в реальных системах чаще ломается не сам happy path, а скрытые свойства данных. Например, для отчёта по заказам тест должен проверять не только конкретные строки, а правила: -- сумма по пользователям до…

🔥7👍4❤1

8 Apr 2026, 16:10 UTC≈1,640 views4 reactionsread 29 August 2026
Photo

✔️ 10 книг, чтобы наконец понять, как реально работают LLM (2026) Большинство просто дергают API Мало кто понимает, что происходит внутри Если хочешь перейти из «пользователя» в «инженера» — вот база 1. Deep Learning https://deeplearningbook.org Библия нейросетей - backprop, архитектуры, вся база 2. Artificial Intelligence: A Modern Approach https://aima.cs.berkeley.edu Фундаментальный взгляд на AI как систему 3…

👍4

Showing the 12 most recent of 19 posts we hold for @sql_lib. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Polls

The 2 polls we hold for this entry, as Telegram rendered them when we read the post. A poll’s figures keep moving after that, so each one is dated.

16 Mar 2026, 17:01 UTCAnonymous Quiz191 voters

Что происходит при использовании оператора SHOW PROCESSLIST?

  1. Показывает список активных соединений к серверу MySQL87%
  2. Отображает список всех баз данных3%
  3. Показывает структуру таблиц в базе данных5%
  4. Выводит настройки сервера5%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

6 Mar 2026, 07:39 UTCAnonymous Quiz243 voters

Вы выполнили серию операций в рамках одной транзакции (изменили несколько строк). Как отменить все эти изменения?

  1. A) COMMIT;7%
  2. B) SAVEPOINT;2%
  3. C) ROLLBACK;84%
  4. D) UNDO;7%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

Percentages only — there are no per-option vote counts here, because Telegram publishes none. The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.

The shares need not add up to 100. Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.

Read from the 19 most recent posts we hold, published 10 February 2026 to 16 August 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.

Forward network

Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.

Mentions

Names

Channels on the register whose handles appear in this channel's posts.

A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 5 October 2026 — this entry's latest reading, not the date you are reading this.

“Библиотека баз данных” (@sql_lib), 10,158 subscribers as measured 5 October 2026. Telegram Register, tgregister.com/channel/sql_lib.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.