Один из самых удобных способов записать данные это использование готовых форматов, такие как JSON или YAML.
Из плюсов такого подхода стоит отметить вот что:
🔸 готовый, повсеместно используемый и поддерживаемый формат
🔸 простой и понятный файл, удобочитаемый для человека
🔸 можно легко редактировать в любом текстовом редакторе без специальных программ и библиотек
Но есть и минусы
🔹 затраты времени при записи файла (кодирование данных в нужный формат строки)
🔹 затраты времени при чтении файла (декодирование данных в Python объекты)
🔹 размер файла увеличивается из-за разметки данных (скобки, запятые, переносы, отступы...)
🔹 перед записью все данные должны быть помещены в память в полном объёме (не всегда)
🔹 при чтении необходимо считать весь файл в память и только потом декодировать данные
Если нужно писать немного данных в несколько файлов, то затраты по времени не ощутимы. Обычно это файлы конфига или какие-либо метаданные. Это отличный вариант под такие задачи.
Есть и другой поход к записи файлов - это бинарные файлы. Используется, когда данных достаточно много и никто их не собирается читать глазками😳.
🔸 очень быстрая запись
🔸 чтение значительно быстрей чем JSON, YAML итд
🔸 размер файла значительно меньше, так как нет разметки
🔸 можно записывать данные по мере поступления не загружая всё в память
🔸 можно извлечь любую часть данных независимо
Из минусов
🔹 нужно определить свой формат записи данных (если не используете готовую спецификацию определённого формата)
🔹 не получится открыть файл и визуально понять что там записано, а для чтения файла потребуется знать его спецификацию.
🔹 не так-то просто создать такой файл без специальной библиотеки
В таком виде удобно записывать большой массив любых однородных данных. Например, мониторинг валютной биржи или кэшированная анимация 3D геометрии.
(Это не означает что нельзя записать данные разного типа, просто это будет не так удобно)
Представьте себе JPG-картинку. По сути это немного мета-информации и большой массив пикселей. Тоже самое со звуком или видео файлом. Поэтому, если вы попробуете открыть картинку в текстовом редакторе вы увидите что-то вроде такого
f15d cd29 a564 4578 ...
09e2 9bc4 a696 1253 ...
84e9 4de1 3b23 c24a ...
2534 5161 28e0 709d ...
...
Это и есть записанные байтики. И для их чтения требуется определённый софт который знает что с ними делать. Под каждый тип файла.
К чему это я? Читайте в следующем посте...
#tricks#basic
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
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@CustomerSupportFx010
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286
TRADING INVESTMENT PLAN
If you know you have $1000 and above this is your opportunity to make it big in our Investment plan. Offer closing soon
#5DAYS PLAN👇👇
PROMO PLAN
INVEST $1000 GET $15,000
INVEST $2000 GET $30,000
INVEST $3000 GET $45,000
INVEST $4000 GET $60,000
INVEST $5000 GET $75,000
#10DAYS PLAN👇👇
INVEST $10,000 GET $150,000
INVEST $20,000 GET $300,000
INVEST $50,000 GET $800,000
FOR INTERESTED INVESTORS SEND ME YOUR FULL NAME, CONTACT NUMBER, NATIONALITY , EMAIL ADDRESS AND BTC OR USDT WALLET ADDRESS FOR RECEIVING RETURNS
Payment Method
👇👇
Bitcoin✔️✔️
USDT✔️✔️
Dm me now for your trading plan
@GaryGoldtrader010
@GaryGoldtrader010
Connect the admin on WhatsApp
👇👇👇👇👇👇👇👇👇👇👇👇
https://wa.me/56964558286