ΠΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠ° Python ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠ° | ΠΠ½ΠΈΠ³ΠΈ ΠΏΠΎ ΠΏΠΈΡΠΎΠ½Ρ
ΠΠΎΠ³ΡΡΠΆΠ΅Π½ΠΈΠ΅ Π² CPython ΠΈ Π°ΡΡ ΠΈΡΠ΅ΠΊΡΡΡΡ. Π Π°Π·Π±ΠΈΡΠ°Π΅ΠΌ Π½Π΅ΠΎΡΠ΅Π²ΠΈΠ΄Π½ΠΎΠ΅ ΠΏΠΎΠ²Π΅Π΄Π΅Π½ΠΈΠ΅ (GIL, Memory), Best Practices (SOLID, DDD) ΠΈ ΡΠΎΠ½ΠΊΠΎΡΡΠΈ Django/FastAPI. Π Π΅ΡΠ°Π΅ΠΌ Π·Π°Π΄Π°ΡΠΈ Ρ ΠΏΠΎΠ΄Π²ΠΎΡ ΠΎΠΌ ΠΈ ΠΎΠΏΡΠΈΠΌΠΈΠ·ΠΈΡΡΠ΅ΠΌ Π°Π»Π³ΠΎΡΠΈΡΠΌΡ. π ΠΠΎ Π²ΡΠ΅ΠΌ Π²ΠΎΠΏΡΠΎΡΠ°ΠΌ @evgenycarter Π ΠΠ clck.ru/3Ko7Hq
Show moreπ Analytical overview of Telegram channel ΠΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠ° Python ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠ° | ΠΠ½ΠΈΠ³ΠΈ ΠΏΠΎ ΠΏΠΈΡΠΎΠ½Ρ
Channel ΠΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠ° Python ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠ° | ΠΠ½ΠΈΠ³ΠΈ ΠΏΠΎ ΠΏΠΈΡΠΎΠ½Ρ (@bookpython) in the Russian language segment is an active participant. Currently, the community unites 17 969 subscribers, ranking 7 257 in the Technologies & Applications category and 36 592 in the Russia region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 17 969 subscribers.
According to the latest data from 31 October, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -93 over the last 30 days and by 2 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 5.40%. Within the first 24 hours after publication, content typically collects 2.77% reactions from the total number of subscribers.
- Post reach: On average, each post receives 970 views. Within the first day, a publication typically gains 498 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 4.
- Thematic interests: Content is focused on key topics such as numbers, yield, ΠΌΠΎΠ΄ΡΠ»Ρ, none, Π΄Π΅ΠΊΠΎΡΠ°ΡΠΎΡ.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
βΠΠΎΠ³ΡΡΠΆΠ΅Π½ΠΈΠ΅ Π² CPython ΠΈ Π°ΡΡ
ΠΈΡΠ΅ΠΊΡΡΡΡ. Π Π°Π·Π±ΠΈΡΠ°Π΅ΠΌ Π½Π΅ΠΎΡΠ΅Π²ΠΈΠ΄Π½ΠΎΠ΅ ΠΏΠΎΠ²Π΅Π΄Π΅Π½ΠΈΠ΅ (GIL, Memory), Best Practices (SOLID, DDD) ΠΈ ΡΠΎΠ½ΠΊΠΎΡΡΠΈ Django/FastAPI. Π Π΅ΡΠ°Π΅ΠΌ Π·Π°Π΄Π°ΡΠΈ Ρ ΠΏΠΎΠ΄Π²ΠΎΡ
ΠΎΠΌ ΠΈ ΠΎΠΏΡΠΈΠΌΠΈΠ·ΠΈΡΡΠ΅ΠΌ Π°Π»Π³ΠΎΡΠΈΡΠΌΡ. π
ΠΠΎ Π²ΡΠ΅ΠΌ Π²ΠΎΠΏΡΠΎΡΠ°ΠΌ @evgenycarter
Π ΠΠ clck.ru/3Ko7Hqβ
Thanks to the high frequency of updates (latest data received on 01 November, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.
(_).
ΠΠ°ΠΏΡΠΈΠΌΠ΅Ρ, Π² Python ΠΏΡΠΈΠ²Π°ΡΠ½ΡΠ΅ ΠΈ Π·Π°ΡΠΈΡΡΠ½Π½ΡΠ΅ ΠΌΠ΅ΡΠΎΠ΄Ρ ΠΊΠ»Π°ΡΡΠΎΠ² ΡΠ΅Π°Π»ΠΈΠ·ΠΎΠ²Π°Π½Ρ Π»ΠΈΡΡ Π½Π° ΡΡΠΎΠ²Π½Π΅ Π΄ΠΎΠ³ΠΎΠ²ΠΎΡΡΠ½Π½ΠΎΡΡΠ΅ΠΉ ΠΌΠ΅ΠΆΠ΄Ρ ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠ°ΠΌΠΈ. Π’Π°ΠΊ, ΠΏΠ΅ΡΠ΅Π΄ ΠΏΡΠΈΠ²Π°ΡΠ½ΡΠΌΠΈ ΠΌΠ΅ΡΠΎΠ΄Π°ΠΌΠΈ Π½ΡΠΆΠ½ΠΎ ΠΏΠΈΡΠ°ΡΡ Π΄Π²ΠΎΠΉΠ½ΠΎΠ΅ Π½ΠΈΠΆΠ½Π΅Π΅ ΠΏΠΎΠ΄ΡΡΡΠΊΠΈΠ²Π°Π½ΠΈΠ΅, Π° ΠΏΠ΅ΡΠ΅Π΄ Π·Π°ΡΠΈΡΡΠ½Π½ΡΠΌΠΈ β ΠΎΠ΄Π½ΠΎ.
π@BookPythonelse. Π ΡΡΠ½ΠΊΡΠΈΠΈ return Π² Π±Π»ΠΎΠΊΠ΅ if ΠΏΡΠ΅ΡΡΠ²Π°Π΅Ρ Π΅Ρ Π²ΡΠΏΠΎΠ»Π½Π΅Π½ΠΈΠ΅, ΠΏΠΎΡΡΠΎΠΌΡ Π² ΡΠΎΠΌ, ΡΡΠΎΠ±Ρ ΠΏΠΈΡΠ°ΡΡ Π±Π»ΠΎΠΊ else ΠΏΡΠΎΡΡΠΎ Π½Π΅Ρ Π½Π°Π΄ΠΎΠ±Π½ΠΎΡΡΠΈ.
ΠΠ½ΠΎΠ³Π΄Π° ΠΌΠΎΠΆΠ½ΠΎ Π²ΡΡ Π½Π°ΠΏΠΈΡΠ°ΡΡ Π² ΠΎΠ΄Π½Ρ ΡΡΡΠΎΠΊΡ. ΠΡΠ³Π»ΡΠ΄ΠΈΡ ΠΊΡΠ°ΡΠΈΠ²ΠΎ, Π½ΠΎ ΡΠ»Π΅Π΄ΡΠ΅Ρ ΠΏΠΎΠΌΠ½ΠΈΡΡ, ΡΡΠΎ ΡΠ°ΠΊΠ°Ρ ΠΊΠΎΠ½ΡΡΡΡΠΊΡΠΈΡ ΠΏΠ»ΠΎΡ
ΠΎ ΡΠ°ΡΡΠΈΡΡΠ΅ΠΌΠ°Ρ.
ΠΠΌΠ΅ΡΡΠΎ Π±ΠΎΠ»ΡΡΠΎΠ³ΠΎ ΠΊΠΎΠ»ΠΈΡΠ΅ΡΡΠ²Π° or Π² ΡΡΠ»ΠΎΠ²ΠΈΠΈ ΠΌΠΎΠΆΠ½ΠΎ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΡ ΠΏΠΎΡΠ»Π΅Π΄ΠΎΠ²Π°ΡΠ΅Π»ΡΠ½ΠΎΡΡΠΈ. ΠΠ°ΠΏΡΠΈΠΌΠ΅Ρ, ΠΌΠΎΠΆΠ½ΠΎ ΡΠΎΠ·Π΄Π°ΡΡ ΠΊΠΎΡΡΠ΅ΠΆ ΠΈ ΠΏΠΎΠ»ΠΎΠΆΠΈΡΡ Π² Π½Π΅Π³ΠΎ Π²ΡΠ΅ Π²Π°ΠΆΠ½ΡΠ΅ Π΄Π»Ρ ΡΡΠ»ΠΎΠ²ΠΈΡ Π·Π½Π°ΡΠ΅Π½ΠΈΡ.
π@BookPython__init__ Π² ΠΊΠ»Π°ΡΡΠ΅, ΡΠΎ ΠΏΡΠΈ ΡΠΎΠ·Π΄Π°Π½ΠΈΠΈ Π΅Π³ΠΎ ΡΠΊΠ·Π΅ΠΌΠΏΠ»ΡΡΠ° Π°ΡΡΠΈΠ±ΡΡΡ Π°Π²ΡΠΎΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΠΈ Π½Π΅ Π±ΡΠ΄ΡΡ ΡΡΡΠ°Π½ΠΎΠ²Π»Π΅Π½Ρ. ΠΡΠΈΠ΄ΡΡΡΡ Π²ΡΠ·ΡΠ²Π°ΡΡ Π΄ΠΎΠΏΠΎΠ»Π½ΠΈΡΠ΅Π»ΡΠ½ΡΠ΅ ΠΌΠ΅ΡΠΎΠ΄Ρ. __init__ ΡΠ΅ΡΠ°Π΅Ρ ΡΡΡ ΠΏΡΠΎΠ±Π»Π΅ΠΌΡ.
π@BookPythonf'binary: {number:b}'
π’ ΠΏΠ΅ΡΠ΅Π²ΠΎΠ΄ Π² ΠΏΡΠΎΡΠ΅Π½ΡΡ β f'percentage = {ratio:.2%}'
π’ Π°ΡΠΈΡΠΌΠ΅ΡΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΎΠΏΠ΅ΡΠ°ΡΠΈΠΈ β f'{a + b = }'
π’ ΡΠΎΡΠΌΠ°ΡΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ ΠΎΠ±ΡΠ΅ΠΊΡΠ° datetime β f'datetime : {today}'
https://www.reddit.com/r/Python/comments/17hgu5o/you_should_know_these_fstring_tricks/
π@BookPythonstarmap() ΠΏΡΠΈΠ½ΠΈΠΌΠ°Π΅Ρ Π² ΠΊΠ°ΡΠ΅ΡΡΠ²Π΅ Π°ΡΠ³ΡΠΌΠ΅Π½ΡΠΎΠ² Π΄ΡΡΠ³ΡΡ ΡΡΠ½ΠΊΡΠΈΡ ΠΈ ΠΈΡΠ΅ΡΠΈΡΡΠ΅ΠΌΡΠΉ ΠΎΠ±ΡΠ΅ΠΊΡ, ΡΠ»Π΅ΠΌΠ΅Π½ΡΡ ΠΊΠΎΡΠΎΡΠΎΠ³ΠΎ ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»Π΅Π½Ρ ΠΊΠΎΡΡΠ΅ΠΆΠ°ΠΌΠΈ. ΠΠ΅ΡΠ΅Π΄Π°Π½Π½Π°Ρ ΡΡΠ½ΠΊΡΠΈΡ ΠΏΡΠΈΠΌΠ΅Π½ΡΠ΅ΡΡΡ ΠΊ ΠΊΠ°ΠΆΠ΄ΠΎΠΌΡ ΠΈΠ· ΠΊΠΎΡΡΠ΅ΠΆΠ΅ΠΉ, ΠΊΠ°ΠΆΠ΄ΡΠΉ ΠΊΠΎΡΡΠ΅ΠΆ ΡΠ°ΡΠΏΠ°ΠΊΠΎΠ²ΡΠ²Π°Π΅ΡΡΡ, ΠΈ Π΅Π³ΠΎ ΡΠ»Π΅ΠΌΠ΅Π½ΡΡ ΠΏΠ΅ΡΠ΅Π΄Π°ΡΡΡΡ Π² ΡΡΠ½ΠΊΡΠΈΡ ΠΊΠ°ΠΊ ΠΎΡΠ΄Π΅Π»ΡΠ½ΡΠ΅ Π°ΡΠ³ΡΠΌΠ΅Π½ΡΡ.
Π’Π°ΠΊΠΈΠΌ ΠΎΠ±ΡΠ°Π·ΠΎΠΌ, starmap() ΠΌΠΎΠΆΠ½ΠΎ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΡ Π²ΠΌΠ΅ΡΡΠΎ map(), Π΅ΡΠ»ΠΈ Π΄Π°Π½Π½ΡΠ΅ Π±ΡΠ»ΠΈ ΠΏΡΠ΅Π΄Π²Π°ΡΠΈΡΠ΅Π»ΡΠ½ΠΎ ΡΠΏΠ°ΠΊΠΎΠ²Π°Π½Ρ Π² ΠΊΠΎΡΡΠ΅ΠΆΠΈ.
Π ΠΏΡΠΈΠΌΠ΅ΡΠ΅ starmap() ΠΏΠΎΠ·Π²ΠΎΠ»ΡΠ΅Ρ Π²ΡΡΠΈΡΠ»ΠΈΡΡ ΠΊΠ²Π°Π΄ΡΠ°ΡΡ ΡΠΈΡΠ΅Π» Π² ΠΊΠΎΡΡΠ΅ΠΆΠ°Ρ
Π² ΡΠΏΠΈΡΠΊΠ΅ ΠΈ ΡΠ»ΠΎΠΆΠΈΡΡ ΠΈΡ
.
π@BookPython