{"id":55884,"date":"2020-01-31T00:00:00","date_gmt":"2020-01-30T21:00:00","guid":{"rendered":"https:\/\/prohoster.info\/blog\/blog_prohoster\/znakomstvo-s-wal-g-sistemoj-bekapirovaniya-postgresql"},"modified":"2020-02-18T14:04:03","modified_gmt":"2020-02-18T11:04:03","slug":"znakomstvo-s-wal-g-sistemoj-bekapirovaniya-postgresql","status":"publish","type":"post","link":"https:\/\/prohoster.info\/pl\/blog\/administrirovanie\/znakomstvo-s-wal-g-sistemoj-bekapirovaniya-postgresql","title":{"rendered":"Wprowadzenie do systemu tworzenia kopii zapasowych wal-g dla PostgreSQL","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/wal-g\/wal-g\">WAL-G<\/a><\/noindex> \u2014 proste i skuteczne narz\u0119dzie do tworzenia kopii zapasowych PostgreSQL w chmurze. Pod wzgl\u0119dem podstawowej funkcjonalno\u015bci jest nast\u0119pc\u0105 popularnego narz\u0119dzia <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/wal-e\/wal-e\">WAL-E<\/a><\/noindex>, ale przepisanym w Go. Jednak w WAL-G istnieje jedna wa\u017cna nowa funkcja \u2014 kopie r\u00f3\u017cnicowe. Kopie r\u00f3\u017cnicowe <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/wal-g\/wal-g\">WAL-G<\/a><\/noindex> przechowuj\u0105 strony plik\u00f3w, kt\u00f3re zmieni\u0142y si\u0119 od poprzedniej wersji kopii zapasowej. WAL-G implementuje wiele technologii do r\u00f3wnoleg\u0142ego wykonywania kopii zapasowych. WAL-G dzia\u0142a znacznie szybciej ni\u017c WAL-E.<\/p>\n<p><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p>Szczeg\u00f3\u0142y dzia\u0142ania wal-g mo\u017cna przeczyta\u0107 w artykule: <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/yandex\/blog\/415817\/\">Przyspieszamy backup. Wyk\u0142ad Yandexa<\/a><\/noindex> <\/p>\n<p><\/p>\n<p>Protok\u00f3\u0142 przechowywania S3 sta\u0142 si\u0119 popularny do przechowywania danych. Jedn\u0105 z zalet S3 jest mo\u017cliwo\u015b\u0107 dost\u0119pu przez API, co pozwala na elastywne interakcje z przechowalni\u0105, w tym publiczny dost\u0119p do odczytu, podczas gdy aktualizacja informacji w przechowalni odbywa si\u0119 tylko przez autoryzowane osoby.<\/p>\n<p><\/p>\n<p>Istnieje kilka zar\u00f3wno otwartych, jak i prywatnych implementacji przechowalni dzia\u0142aj\u0105cych w oparciu o protok\u00f3\u0142 S3. Dzi\u015b om\u00f3wimy popularne rozwi\u0105zanie do organizacji ma\u0142ych magazyn\u00f3w \u2014 Minio.<\/p>\n<p><\/p>\n<p>Do testowania wal-g wystarczy jeden serwer PostgreSQL, a Minio jest u\u017cywane jako alternatywa dla S3.<\/p>\n<p><\/p>\n<h2 id=\"server-minio\">Serwer Minio<\/h2>\n<p><\/p>\n<p>Instalacja Minio<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">yum -y install yum-plugin-copr\nyum copr enable -y lkiesow\/minio\nyum install -y minio<\/code><\/pre>\n<p><\/p>\n<p>Zmieniamy AccessKey i SecretKey w \/etc\/minio\/minio.conf<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">vi \/etc\/minio\/minio.conf<\/code><\/pre>\n<p><\/p>\n<p>Je\u015bli nie zamierzasz u\u017cywa\u0107 nginx przed Minio, musisz zmieni\u0107<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">--address 127.0.0.1:9000<\/code><\/pre>\n<p><\/p>\n<pre><code class=\"plaintext\">--address 0.0.0.0:9000<\/code><\/pre>\n<p><\/p>\n<p>Uruchamiamy Minio<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">systemctl start minio<\/code><\/pre>\n<p><\/p>\n<p>Przechodzimy do interfejsu webowego Minio <noindex><a rel=\"nofollow\" href=\"http:\/\/ip-%D0%B0%D0%B4%D1%80%D0%B5%D1%81-%D1%81%D0%B5%D1%80%D0%B2%D0%B5%D1%80%D0%B0-minio:9000\">http:\/\/ip-adres-serwera-minio:9000<\/a><\/noindex> i tworzymy bucket (na przyk\u0142ad pg-backups).<\/p>\n<p><\/p>\n<h2 id=\"server-bd\">Serwer bazy danych<\/h2>\n<p><\/p>\n<p>WAL-G w rpm buduj\u0119 ja (Anton Pacew). <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/patsevanton\/wal-g-rpm\">Podr\u00f3\u017c, kt\u00f3r\u0105 przeszed\u0142em, okaza\u0142a si\u0119 fascynuj\u0105c\u0105 wypraw\u0105 w przesz\u0142o\u015b\u0107 i ciesz\u0119 si\u0119, \u017ce w ko\u0144cu znalaz\u0142em rozwi\u0105zanie. Poza tym:<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/copr.fedorainfracloud.org\/coprs\/antonpatsev\/wal-g\/\">Fedora COPR<\/a><\/noindex>.<\/p>\n<p><\/p>\n<p>Dla tych, kt\u00f3rzy nie u\u017cywaj\u0105 systemu opartego na RPM, korzystajcie z oficjalnej <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/wal-g\/wal-g#installation\">instrukcj\u0119<\/a><\/noindex> instrukcji instalacji.<\/p>\n<p><\/p>\n<p>Razem z binarkiem wal-g w rpm znajduj\u0105 si\u0119 skrypty, kt\u00f3re importuj\u0105 zmienne z pliku \/etc\/wal-g.d\/server-s3.conf.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">backup-fetch.sh\nbackup-list.sh\nbackup-push.sh\nwal-fetch.sh\nwal-g-run.sh\nwal-push.sh<\/code><\/pre>\n<p><\/p>\n<p>Instalujemy wal-g.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">yum -y install yum-plugin-copr\nyum copr enable -y antonpatsev\/wal-g\nyum install -y wal-g<\/code><\/pre>\n<p><\/p>\n<p>Sprawdzamy wersj\u0119 wal-g.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">wal-g --version\nwal-g version v0.2.14<\/code><\/pre>\n<p><\/p>\n<p>Edytujemy \/etc\/wal-g.d\/server-s3.conf wed\u0142ug w\u0142asnych potrzeb.<\/p>\n<p><\/p>\n<p>Pliki konfiguracyjne i pliki danych u\u017cywane przez klaster bazy danych tradycyjnie przechowuje si\u0119 razem w katalogu danych klastra, kt\u00f3ry zwykle nazywa si\u0119 <code>PGDATA<\/code><\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">#!\/bin\/bash\n\nexport PG_VER=&quot;9.6&quot;\n\nexport WALE_S3_PREFIX=&quot;s3:\/\/pg-backups&quot; # \u0431\u0430\u043a\u0435\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043c\u044b \u0441\u043e\u0437\u0434\u0430\u043b\u0438 \u0432 S3\nexport AWS_ACCESS_KEY_ID=&quot;xxxx&quot; # AccessKey \u0438\u0437 \/etc\/minio\/minio.conf \nexport AWS_ENDPOINT=&quot;http:\/\/ip-\u0430\u0434\u0440\u0435\u0441-\u0441\u0435\u0440\u0432\u0435\u0440\u0430-minio:9000&quot;\nexport AWS_S3_FORCE_PATH_STYLE=&quot;true&quot;\nexport AWS_SECRET_ACCESS_KEY=&quot;yyyy&quot; # SecretKey \u0438\u0437 \/etc\/minio\/minio.conf\n\nexport PGDATA=\/var\/lib\/pgsql\/$PG_VER\/data\/\nexport PGHOST=\/var\/run\/postgresql\/.s.PGSQL.5432 # \u0421\u043e\u043a\u0435\u0442 \u0434\u043b\u044f \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043a PostgreSQL\n\nexport WALG_UPLOAD_CONCURRENCY=2 # \u041a\u043e\u043b-\u0432\u043e \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u0434\u043b\u044f \u0437\u0430\u043a\u0430\u0447\u043a\u0438 \nexport WALG_DOWNLOAD_CONCURRENCY=2 # \u041a\u043e\u043b-\u0432\u043e \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u0434\u043b\u044f \u0441\u043a\u0430\u0447\u0438\u0432\u0430\u043d\u0438\u044f\nexport WALG_UPLOAD_DISK_CONCURRENCY=2 # \u041a\u043e\u043b-\u0432\u043e \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u043d\u0430 \u0434\u0438\u0441\u043a\u0435 \u0434\u043b\u044f \u0437\u0430\u043a\u0430\u0447\u043a\u0438\nexport WALG_DELTA_MAX_STEPS=7\nexport WALG_COMPRESSION_METHOD=brotli # \u041a\u0430\u043a\u043e\u0439 \u043c\u0435\u0442\u043e\u0434 \u0441\u0436\u0430\u0442\u0438\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c.\n<\/code><\/pre>\n<p><\/p>\n<p>Podczas konfiguracji WAL-G okre\u015blasz WALG_DELTA_MAX_STEPS \u2014 maksymaln\u0105 liczb\u0119 krok\u00f3w, o kt\u00f3re mo\u017cesz si\u0119 oddali\u0107 od bazowego kopii zapasowej w przypadku kopii delta, oraz definiujesz polityk\u0119 kopii delta. Mo\u017cesz zrobi\u0107 kopi\u0119 z ostatniej istniej\u0105cej delty lub zrobi\u0107 delt\u0119 od pierwotnej pe\u0142nej kopii zapasowej. Jest to potrzebne, gdy w twojej bazie danych ci\u0105gle zmienia si\u0119 ten sam element bazy danych, te same dane s\u0105 przez ca\u0142y czas zmieniane.<\/p>\n<p><\/p>\n<p>Instalujemy baz\u0119 danych.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">yum install -y https:\/\/download.postgresql.org\/pub\/repos\/yum\/reporpms\/EL-7-x86_64\/pgdg-redhat-repo-latest.noarch.rpm\nyum install -y postgresql96 postgresql96-server mc<\/code><\/pre>\n<p><\/p>\n<p>Inicjujemy baz\u0119 danych.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">\/usr\/pgsql-9.6\/bin\/postgresql96-setup initdb\nInitializing database ... OK<\/code><\/pre>\n<p><\/p>\n<p>Je\u015bli testujesz na 1 serwerze, musisz przestawi\u0107 parametr wal_level na archive dla PostgreSQL w wersji poni\u017cej 10 oraz na replica dla PostgreSQL w wersji 10 i nowszych.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">wal_level = archive<\/code><\/pre>\n<p><\/p>\n<p>Zr\u00f3bmy kopie zapasowe archiw\u00f3w WAL co 60 sekund za pomoc\u0105 samego PostgreSQL. Na produkcji b\u0119dziesz mia\u0142 inn\u0105 warto\u015b\u0107 archive_timeout.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">archive_mode = on\narchive_command = '\/usr\/local\/bin\/wal-push.sh %p'\narchive_timeout = 60 # Komenda archive_command zostanie wykonana co 60 sekund.<\/code><\/pre>\n<p><\/p>\n<p>Uruchamiamy PostgreSQL<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">systemctl start postgresql-9.6<\/code><\/pre>\n<p><\/p>\n<p>W osobnej konsoli sprawdzamy logi PostgreSQL pod k\u0105tem b\u0142\u0119d\u00f3w: (postgresql-Wed.log zamieniasz na aktualny).<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">tail -fn100 \/var\/lib\/pgsql\/9.6\/data\/pg_log\/postgresql-Wed.log<\/code><\/pre>\n<p><\/p>\n<p>Wchodzimy do psql.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">su - postgres\npsql<\/code><\/pre>\n<p><\/p>\n<p>W psql tworzymy baz\u0119 danych.<\/p>\n<p><\/p>\n<p>Tworzymy tabel\u0119 w bazie test1.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">create database test1;<\/code><\/pre>\n<p><\/p>\n<p>Prze\u0142\u0105czamy si\u0119 na baz\u0119 test.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">postgres=# c test1;<\/code><\/pre>\n<p><\/p>\n<p>Tworzymy tabel\u0119 indexing_table.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">test1=# CREATE TABLE indexing_table(created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW());<\/code><\/pre>\n<p><\/p>\n<p>Dodawanie danych.<\/p>\n<p><\/p>\n<p>Uruchamiamy wstawianie danych. Czekamy 10-20 minut.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">#!\/bin\/bash\n# postgres\nwhile true; do\npsql -U postgres -d test1 -c &quot;INSERT INTO indexing_table(created_at) VALUES (CURRENT_TIMESTAMP);&quot;\nsleep 60;\ndone<\/code><\/pre>\n<p><\/p>\n<p>Pami\u0119taj, aby wykona\u0107 pe\u0142n\u0105 kopi\u0119 zapasow\u0105.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">su - postgres\n\/usr\/local\/bin\/backup-push.sh<\/code><\/pre>\n<p><\/p>\n<p>Sprawdzamy rekordy w tabeli w bazie test1<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">select * from indexing_table;\n2020-01-29 09:41:25.226198+\n2020-01-29 09:42:25.336989+\n2020-01-29 09:43:25.356069+\n2020-01-29 09:44:25.37381+\n2020-01-29 09:45:25.392944+\n2020-01-29 09:46:25.412327+\n2020-01-29 09:47:25.432564+\n2020-01-29 09:48:25.451985+\n2020-01-29 09:49:25.472653+\n2020-01-29 09:50:25.491974+\n2020-01-29 09:51:25.510178+<\/code><\/pre>\n<p><\/p>\n<p>Wiersz to aktualny czas.<\/p>\n<p><\/p>\n<h3 id=\"smotrim-spisok-polnyh-bekapov\">Sprawdzamy list\u0119 pe\u0142nych kopii zapasowych<\/h3>\n<p><\/p>\n<pre><code class=\"plaintext\">\/usr\/local\/bin\/backup-list.sh<\/code><\/pre>\n<p><\/p>\n<h3 id=\"testirovanie-vosstanovleniya\">Testowanie przywracania<\/h3>\n<p><\/p>\n<h4 id=\"polnoe-vosstanovlenie-s-nakatyvaem-vseh-dostupnyh-wal\">Pe\u0142ne przywracanie z zastosowaniem wszystkich dost\u0119pnych WAL.<\/h4>\n<p><\/p>\n<p>Zatrzymujemy PostgreSQL.<\/p>\n<p><\/p>\n<p>Usuwamy wszystko z folderu \/var\/lib\/pgsql\/9.6\/data.<\/p>\n<p><\/p>\n<p>Uruchamiamy skrypt \/usr\/local\/bin\/backup-fetch.sh jako u\u017cytkownik postgres.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">su - postgres\n\/usr\/local\/bin\/backup-fetch.sh<\/code><\/pre>\n<p><\/p>\n<p>Ekstrakcja kopii zapasowej zako\u0144czona.<\/p>\n<p><\/p>\n<p>Dodajemy recovery.conf do folderu \/var\/lib\/pgsql\/9.6\/data z nast\u0119puj\u0105c\u0105 zawarto\u015bci\u0105.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">restore_command = '\/usr\/local\/bin\/wal-fetch.sh &quot;%f&quot; &quot;%p&quot;'<\/code><\/pre>\n<p><\/p>\n<p>Uruchamiamy PostgreSQL. PostgreSQL uruchomi proces przywracania z archiwalnych WAL, a dopiero potem baza si\u0119 otworzy. <\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">systemctl start postgresql-9.6\ntail -fn100 \/var\/lib\/pgsql\/9.6\/data\/pg_log\/postgresql-Wed.log<\/code><\/pre>\n<p><\/p>\n<h4 id=\"vosstanovlenie-na-opredelennoe-vremya\">Przywracanie do okre\u015blonego czasu.<\/h4>\n<p><\/p>\n<p>Je\u015bli chcemy przywr\u00f3ci\u0107 baz\u0119 danych do okre\u015blonej minuty, w recovery.conf dodajemy parametr recovery_target_time \u2014 wskazujemy, na jaki moment przywr\u00f3ci\u0107 baz\u0119.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">restore_command = '\/usr\/local\/bin\/wal-fetch.sh &quot;%f&quot; &quot;%p&quot;'\nrecovery_target_time = '2020-01-29 09:46:25'<\/code><\/pre>\n<p><\/p>\n<p>Po przywr\u00f3ceniu sprawdzamy tabel\u0119 indexing_table.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\"> 2020-01-29 09:41:25.226198+00\n 2020-01-29 09:42:25.336989+00\n 2020-01-29 09:43:25.356069+00\n 2020-01-29 09:44:25.37381+00\n 2020-01-29 09:45:25.392944+00<\/code><\/pre>\n<p><\/p>\n<p>Uruchamiamy PostgreSQL. PostgreSQL uruchomi proces przywracania z archiwalnych WAL, a dopiero potem baza si\u0119 otworzy. <\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">systemctl start postgresql-9.6\ntail -fn100 \/var\/lib\/pgsql\/9.6\/data\/pg_log\/postgresql-Wed.log<\/code><\/pre>\n<p><\/p>\n<h3 id=\"testirovanie\">Testowanie<\/h3>\n<p><\/p>\n<p>Generujemy baz\u0119 danych 1GB, jak opisano tutaj. <noindex><a rel=\"nofollow\" href=\"https:\/\/gist.github.com\/ololobus\/5b25c432f208d7eb31051a5f238dffff\">https:\/\/gist.github.com\/ololobus\/5b25c432f208d7eb31051a5f238dffff<\/a><\/noindex><\/p>\n<p><\/p>\n<p>Sprawdzamy rozmiar kosza po wygenerowaniu 1GB danych.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">postgres=# SELECT pg_size_pretty(pg_database_size('test1'));\npg_size_pretty\n----------------\n1003 MB<\/code><\/pre>\n<p><\/p>\n<p>s4cmd \u2014 darmowe narz\u0119dzie wiersza polece\u0144 do pracy z danymi w magazynie Amazon S3. Narz\u0119dzie jest napisane w j\u0119zyku programowania Python, dzi\u0119ki czemu mo\u017ce by\u0107 u\u017cywane zar\u00f3wno w systemach Windows, jak i Linux.<\/p>\n<p><\/p>\n<p>Instalujemy s4cmd.<\/p>\n<p><\/p>\n<pre><code class=\"plaintext\">pip install s4cmd<\/code><\/pre>\n<p><\/p>\n<h4 id=\"lz4\">LZ4<\/h4>\n<p><\/p>\n<pre><code class=\"plaintext\">s4cmd --endpoint-url=http:\/\/adres-ip-serwera-minio:9000 --access-key=xxxx --secret-key=yyyy du -r s3:\/\/pg-backups\n840540822       s3:\/\/pg-backups\/wal_005\/\n840 MB w formacie lz4 tylko log\u00f3w WAL\n\nPe\u0142na kopia zapasowa z lz4 - 1GB danych\ntime backup_push.sh\nreal 0m18.582s\n\nRozmiar kosza S3 po pe\u0142nej kopii zapasowej\n\n581480085       s3:\/\/pg-backups\/basebackups_005\/\n842374424   s3:\/\/pg-backups\/wal_005\n581 MB zajmuje pe\u0142na kopia zapasowa.<\/code><\/pre>\n<p><\/p>\n<h4 id=\"lzma\">LZMA<\/h4>\n<p><\/p>\n<pre><code class=\"plaintext\">Po wygenerowaniu 1GB danych\n338413694       s3:\/\/pg-backups\/wal_005\/\n338 MB log\u00f3w w formacie lzma\n\nCzas generowania pe\u0142nej kopii zapasowej\ntime backup_push.sh\nreal    5m25.054s\n\nRozmiar kosza w S3\n270310495       s3:\/\/pg-backups\/basebackups_005\/\n433485092   s3:\/\/pg-backups\/wal_005\/\n\n270 MB zajmuje pe\u0142na kopia zapasowa w formacie lzma.<\/code><\/pre>\n<p><\/p>\n<h4 id=\"brotli\">Brotli<\/h4>\n<p><\/p>\n<pre><code class=\"plaintext\">Po wygenerowaniu 1GB danych\n459229886       s3:\/\/pg-backups\/wal_005\/\n459 MB log\u00f3w w formacie brotli\n\nCzas generowania pe\u0142nej kopii zapasowej\nreal    0m23.408s\n\nRozmiar kosza w S3\n312960942       s3:\/\/pg-backups\/basebackups_005\/\n459309262   s3:\/\/pg-backups\/wal_005\/\n\n312 MB zajmuje pe\u0142na kopia zapasowa w formacie brotli.\n<\/code><\/pre>\n<p><\/p>\n<p>Por\u00f3wnanie wynik\u00f3w na wykresie.<\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Wprowadzenie do systemu tworzenia kopii zapasowych wal-g dla PostgreSQL\" src=\"\/wp-content\/uploads\/2020\/01\/eeb4f6ae485f086cba126de323f900db.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><\/p>\n<p>Jak widzimy, Brotli jest por\u00f3wnywalne pod wzgl\u0119dem rozmiaru z LZMA, ale kopia zapasowa wykonywana jest w czasie LZ4.<\/p>\n<p><\/p>\n<p>Czat spo\u0142eczno\u015bci PostgreSQL w j\u0119zyku rosyjskim: <noindex><a rel=\"nofollow\" href=\"https:\/\/t.me\/pgsql\">https:\/\/t.me\/pgsql<\/a><\/noindex><\/p>\n<p><\/p>\n<p>Prosz\u0119 da\u0107 gwiazdk\u0119 na Githubie, je\u015bli u\u017cywasz. <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/wal-g\/wal-g\">wal-g<\/a><\/noindex><\/p>\n<p>\u0179r\u00f3d\u0142o: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/486188\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>WAL-G \u2014 \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0440\u0435\u0437\u0435\u0440\u0432\u043d\u043e\u0433\u043e \u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f PostgreSQL \u0432 \u043e\u0431\u043b\u0430\u043a\u0430. \u041f\u043e \u0441\u0432\u043e\u0435\u0439 \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043e\u043d \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043d\u0430\u0441\u043b\u0435\u0434\u043d\u0438\u043a\u043e\u043c \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 WAL-E, \u043d\u043e \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u0430\u043d\u043d\u044b\u043c \u043d\u0430 Go. \u041d\u043e \u0432 WAL-G \u0435\u0441\u0442\u044c \u043e\u0434\u043d\u0430 \u0432\u0430\u0436\u043d\u0430\u044f \u043d\u043e\u0432\u0430\u044f \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u2014 \u0434\u0435\u043b\u044c\u0442\u0430-\u043a\u043e\u043f\u0438\u0438. \u0414\u0435\u043b\u044c\u0442\u0430-\u043a\u043e\u043f\u0438\u0438 WAL-G \u0445\u0440\u0430\u043d\u044f\u0442 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0444\u0430\u0439\u043b\u043e\u0432, \u0438\u0437\u043c\u0435\u043d\u0438\u0432\u0448\u0438\u0435\u0441\u044f \u0441 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0432\u0435\u0440\u0441\u0438\u0438 \u0440\u0435\u0437\u0435\u0440\u0432\u043d\u043e\u0439 \u043a\u043e\u043f\u0438\u0438. \u0412 WAL-G \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043e \u0434\u043e\u0432\u043e\u043b\u044c\u043d\u043e \u043c\u043d\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u043f\u043e \u0440\u0430\u0441\u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u0438\u0432\u0430\u043d\u0438\u044e [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":55885,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-55884","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"WAL-G \u2014 \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0440\u0435\u0437\u0435\u0440\u0432\u043d\u043e\u0433\u043e \u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f PostgreSQL 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