SlideShare a Scribd company logo
1 of 14
Download to read offline
Percona XtraBackup
Backup To Cloud Storage
1
Kenny Gryp
Principal Architect
2
An open source, free MySQL® hot backup
software that performs non-blocking
backups for InnoDB and XtraDB databases
for Percona Server, Oracle MySQL &
MariaDB
Percona XtraBackup
3
Swift is a highly available, distributed
object/blob store
AKA. OpenStack Object Storage
Swift
4
Percona XtraBackup - 2.2
Online Backup
Multi Threaded
Compression
Encryption
Streaming Backups
Delta/Incremental Support
Partial Backup/Restore
5
Percona XtraBackup - 2.3
innobackupex is no longer, all built in xtrabackup!
Support for immediate backup streaming to Swift
Currently Beta
Planned to be in OpenStack Trove Liberty in the future (Tesora)
Amazon S3 support will be added in the future.
6
Configuring Percona XtraBackup
[xtrabackup]
compress
compress-threads=4
encrypt=AES256
encrypt-key='VERY_VERY_VERY_VERY_INSECURE_KEY'
encrypt-threads=4
stream=xbstream
[xtrabackup_decompress_decrypt]
decompress
decompress-threads=4
decrypt=AES256
7
Configuring Percona XtraBackup
[xtrabackup]
compress
compress-threads=4
encrypt=AES256
encrypt-key='VERY_VERY_VERY_VERY_INSECURE_KEY'
encrypt-threads=4
stream=xbstream
[xtrabackup_decompress_decrypt]
decompress
decompress-threads=4
decrypt=AES256
[xbcloud]
parallel=4
storage=swift
swift-auth-url=http://swift:8080/
swift-auth-version=1.0 # 1.0-TempAuth, 2.0-Keystone_v2.0, 3-Keystone_v3
swift-user="test:tester"
swift-key=testing
swift-container=Backup
8
Taking Full Backup
Backup:
export date=`date '+%Y-%M-%d_%H-%M-%S'`
xtrabackup --backup | xbcloud put "Full/$date"
Show Backup:
swift list Backup
9
Recovering Full Backup
Get Data:
mkdir /restore
xbcloud get Full/2015-05-22_23-05-55 | xbstream -x -v -C /restore
Decompress & Decrypt:
xtrabackup --defaults-group-suffix=_decompress_decrypt --target-dir=/restore
Prepare the backup (in this example, with incremental support):
xtrabackup --prepare --apply-log-only --target-dir=/restore
Copy Back:
xtrabackup --copy-back --target-dir=/restore
chown -R mysql:mysql /var/lib/mysql
10
Taking Incremental Backup
More Challenging to get LSN, with encrypted backups
export incrdate=`date '+%Y-%M-%d_%H-%M-%S'`
xtrabackup --backup 
--incremental-lsn=`xtrabackup_swift_encrypted_incremental_lsn 
Backup Full/2015-05-22_23-05-55` | 
xbcloud put "Incremental/$incrdate"
11
Getting LSN For Incremental
Encrypted Backups
xtrabackup_swift_encrypted_incremental_lsn:
#!/bin/bash
container=$1
backuppath=$2
encryptionkey=/root/swift.key
tmpdir=`mktemp -d`
( swift download -o - $container 
$backuppath/xtrabackup_checkpoints.xbcrypt.00000000000000000000;
swift download -o - $container 
$backuppath/xtrabackup_checkpoints.xbcrypt.00000000000000000001) |
xbstream -x -C $tmpdir
cat $tmpdir/xtrabackup_checkpoints.xbcrypt | 
xbcrypt -d -a AES256 -f $encryptionkey | 
grep to_lsn | awk '{print $3}'
rm -rf $tmpdir
12
Recover Incremental Backup
Lets get the incremental from Swift:
Decompress & Decrypt:
xtrabackup --defaults-group-suffix=_decompress_decrypt 
--target-dir=/restore_incremental
Apply the incremental on the already prepared full
xtrabackup --prepare --apply-log-only 
--target-dir=/restore/ --incremental-dir=/restore_incremental
Restore:
xtrabackup --copy-back --target-dir=/restore
mkdir /restore_incremental
xbcloud get Incremental/2015-36-22_23-36-54 | xbstream -x -v -C /restore_incrementa
13
Percona XtraBackup
Backup To Cloud Storage
Download beta today:
https://www.percona.com/blog/2015/05/20/percona-xtrabackup-
2-3-1-beta1-is-now-available/
Feedback appreciated!
Questions?
Don't forget to rate talks with the Percona Live Amsterdam App!
Kenny Gryp (@gryp)
14

More Related Content

Viewers also liked

淘宝数据库架构演进历程
淘宝数据库架构演进历程淘宝数据库架构演进历程
淘宝数据库架构演进历程zhaolinjnu
 
Mysql参数-GDB
Mysql参数-GDBMysql参数-GDB
Mysql参数-GDBzhaolinjnu
 
MySQL High Availability with Group Replication
MySQL High Availability with Group ReplicationMySQL High Availability with Group Replication
MySQL High Availability with Group ReplicationNuno Carvalho
 
MySQL Group Replication - HandsOn Tutorial
MySQL Group Replication - HandsOn TutorialMySQL Group Replication - HandsOn Tutorial
MySQL Group Replication - HandsOn TutorialKenny Gryp
 
MySQL Replication Performance Tuning for Fun and Profit!
MySQL Replication Performance Tuning for Fun and Profit!MySQL Replication Performance Tuning for Fun and Profit!
MySQL Replication Performance Tuning for Fun and Profit!Vitor Oliveira
 
Inno db internals innodb file formats and source code structure
Inno db internals innodb file formats and source code structureInno db internals innodb file formats and source code structure
Inno db internals innodb file formats and source code structurezhaolinjnu
 
MySQL Best Practices - OTN LAD Tour
MySQL Best Practices - OTN LAD TourMySQL Best Practices - OTN LAD Tour
MySQL Best Practices - OTN LAD TourRonald Bradford
 
MySQL Backup and Recovery Essentials
MySQL Backup and Recovery EssentialsMySQL Backup and Recovery Essentials
MySQL Backup and Recovery EssentialsRonald Bradford
 
MySQL High Availability Deep Dive
MySQL High Availability Deep DiveMySQL High Availability Deep Dive
MySQL High Availability Deep Divehastexo
 
Mysql high availability and scalability
Mysql high availability and scalabilityMysql high availability and scalability
Mysql high availability and scalabilityyin gong
 
Using Apache Spark and MySQL for Data Analysis
Using Apache Spark and MySQL for Data AnalysisUsing Apache Spark and MySQL for Data Analysis
Using Apache Spark and MySQL for Data AnalysisSveta Smirnova
 
Capturing, Analyzing and Optimizing MySQL
Capturing, Analyzing and Optimizing MySQLCapturing, Analyzing and Optimizing MySQL
Capturing, Analyzing and Optimizing MySQLRonald Bradford
 
MySQL Storage Engines - which do you use? TokuDB? MyRocks? InnoDB?
MySQL Storage Engines - which do you use? TokuDB? MyRocks? InnoDB?MySQL Storage Engines - which do you use? TokuDB? MyRocks? InnoDB?
MySQL Storage Engines - which do you use? TokuDB? MyRocks? InnoDB?Sveta Smirnova
 
MySQL Group Replication
MySQL Group ReplicationMySQL Group Replication
MySQL Group ReplicationKenny Gryp
 
Percona XtraDB Cluster vs Galera Cluster vs MySQL Group Replication
Percona XtraDB Cluster vs Galera Cluster vs MySQL Group ReplicationPercona XtraDB Cluster vs Galera Cluster vs MySQL Group Replication
Percona XtraDB Cluster vs Galera Cluster vs MySQL Group ReplicationKenny Gryp
 
MySQL Group Replication
MySQL Group ReplicationMySQL Group Replication
MySQL Group ReplicationManish Kumar
 
MySQL innodb cluster and Group Replication in a nutshell - hands-on tutorial ...
MySQL innodb cluster and Group Replication in a nutshell - hands-on tutorial ...MySQL innodb cluster and Group Replication in a nutshell - hands-on tutorial ...
MySQL innodb cluster and Group Replication in a nutshell - hands-on tutorial ...Frederic Descamps
 
MySQL InnoDB Cluster - Group Replication
MySQL InnoDB Cluster - Group ReplicationMySQL InnoDB Cluster - Group Replication
MySQL InnoDB Cluster - Group ReplicationFrederic Descamps
 
Mastering InnoDB Diagnostics
Mastering InnoDB DiagnosticsMastering InnoDB Diagnostics
Mastering InnoDB Diagnosticsguest8212a5
 

Viewers also liked (20)

淘宝数据库架构演进历程
淘宝数据库架构演进历程淘宝数据库架构演进历程
淘宝数据库架构演进历程
 
Mysql参数-GDB
Mysql参数-GDBMysql参数-GDB
Mysql参数-GDB
 
MySQL High Availability with Group Replication
MySQL High Availability with Group ReplicationMySQL High Availability with Group Replication
MySQL High Availability with Group Replication
 
MySQL Group Replication - HandsOn Tutorial
MySQL Group Replication - HandsOn TutorialMySQL Group Replication - HandsOn Tutorial
MySQL Group Replication - HandsOn Tutorial
 
MySQL Replication Performance Tuning for Fun and Profit!
MySQL Replication Performance Tuning for Fun and Profit!MySQL Replication Performance Tuning for Fun and Profit!
MySQL Replication Performance Tuning for Fun and Profit!
 
Inno db internals innodb file formats and source code structure
Inno db internals innodb file formats and source code structureInno db internals innodb file formats and source code structure
Inno db internals innodb file formats and source code structure
 
MySQL Best Practices - OTN LAD Tour
MySQL Best Practices - OTN LAD TourMySQL Best Practices - OTN LAD Tour
MySQL Best Practices - OTN LAD Tour
 
MySQL Backup and Recovery Essentials
MySQL Backup and Recovery EssentialsMySQL Backup and Recovery Essentials
MySQL Backup and Recovery Essentials
 
MySQL High Availability Deep Dive
MySQL High Availability Deep DiveMySQL High Availability Deep Dive
MySQL High Availability Deep Dive
 
Mysql high availability and scalability
Mysql high availability and scalabilityMysql high availability and scalability
Mysql high availability and scalability
 
Using Apache Spark and MySQL for Data Analysis
Using Apache Spark and MySQL for Data AnalysisUsing Apache Spark and MySQL for Data Analysis
Using Apache Spark and MySQL for Data Analysis
 
Capturing, Analyzing and Optimizing MySQL
Capturing, Analyzing and Optimizing MySQLCapturing, Analyzing and Optimizing MySQL
Capturing, Analyzing and Optimizing MySQL
 
MySQL Storage Engines - which do you use? TokuDB? MyRocks? InnoDB?
MySQL Storage Engines - which do you use? TokuDB? MyRocks? InnoDB?MySQL Storage Engines - which do you use? TokuDB? MyRocks? InnoDB?
MySQL Storage Engines - which do you use? TokuDB? MyRocks? InnoDB?
 
MySQL Group Replication
MySQL Group ReplicationMySQL Group Replication
MySQL Group Replication
 
Extensible Data Modeling
Extensible Data ModelingExtensible Data Modeling
Extensible Data Modeling
 
Percona XtraDB Cluster vs Galera Cluster vs MySQL Group Replication
Percona XtraDB Cluster vs Galera Cluster vs MySQL Group ReplicationPercona XtraDB Cluster vs Galera Cluster vs MySQL Group Replication
Percona XtraDB Cluster vs Galera Cluster vs MySQL Group Replication
 
MySQL Group Replication
MySQL Group ReplicationMySQL Group Replication
MySQL Group Replication
 
MySQL innodb cluster and Group Replication in a nutshell - hands-on tutorial ...
MySQL innodb cluster and Group Replication in a nutshell - hands-on tutorial ...MySQL innodb cluster and Group Replication in a nutshell - hands-on tutorial ...
MySQL innodb cluster and Group Replication in a nutshell - hands-on tutorial ...
 
MySQL InnoDB Cluster - Group Replication
MySQL InnoDB Cluster - Group ReplicationMySQL InnoDB Cluster - Group Replication
MySQL InnoDB Cluster - Group Replication
 
Mastering InnoDB Diagnostics
Mastering InnoDB DiagnosticsMastering InnoDB Diagnostics
Mastering InnoDB Diagnostics
 

More from Kenny Gryp

MySQL Database Architectures - 2022-08
MySQL Database Architectures - 2022-08MySQL Database Architectures - 2022-08
MySQL Database Architectures - 2022-08Kenny Gryp
 
MySQL Database Architectures - MySQL InnoDB ClusterSet 2021-11
MySQL Database Architectures - MySQL InnoDB ClusterSet 2021-11MySQL Database Architectures - MySQL InnoDB ClusterSet 2021-11
MySQL Database Architectures - MySQL InnoDB ClusterSet 2021-11Kenny Gryp
 
MySQL Operator for Kubernetes
MySQL Operator for KubernetesMySQL Operator for Kubernetes
MySQL Operator for KubernetesKenny Gryp
 
MySQL Database Architectures - 2020-10
MySQL Database Architectures -  2020-10MySQL Database Architectures -  2020-10
MySQL Database Architectures - 2020-10Kenny Gryp
 
MySQL InnoDB Cluster / ReplicaSet - Tutorial
MySQL InnoDB Cluster / ReplicaSet - TutorialMySQL InnoDB Cluster / ReplicaSet - Tutorial
MySQL InnoDB Cluster / ReplicaSet - TutorialKenny Gryp
 
MySQL Connectors 8.0.19 & DNS SRV
MySQL Connectors 8.0.19 & DNS SRVMySQL Connectors 8.0.19 & DNS SRV
MySQL Connectors 8.0.19 & DNS SRVKenny Gryp
 
MySQL Database Architectures - InnoDB ReplicaSet & Cluster
MySQL Database Architectures - InnoDB ReplicaSet & ClusterMySQL Database Architectures - InnoDB ReplicaSet & Cluster
MySQL Database Architectures - InnoDB ReplicaSet & ClusterKenny Gryp
 
MySQL InnoDB Cluster - New Features in 8.0 Releases - Best Practices
MySQL InnoDB Cluster - New Features in 8.0 Releases - Best PracticesMySQL InnoDB Cluster - New Features in 8.0 Releases - Best Practices
MySQL InnoDB Cluster - New Features in 8.0 Releases - Best PracticesKenny Gryp
 
MySQL Group Replication - Ready For Production? (2018-04)
MySQL Group Replication - Ready For Production? (2018-04)MySQL Group Replication - Ready For Production? (2018-04)
MySQL Group Replication - Ready For Production? (2018-04)Kenny Gryp
 
Reducing Risk When Upgrading MySQL
Reducing Risk When Upgrading MySQLReducing Risk When Upgrading MySQL
Reducing Risk When Upgrading MySQLKenny Gryp
 
Multi Source Replication With MySQL 5.7 @ Verisure
Multi Source Replication With MySQL 5.7 @ VerisureMulti Source Replication With MySQL 5.7 @ Verisure
Multi Source Replication With MySQL 5.7 @ VerisureKenny Gryp
 
Online MySQL Backups with Percona XtraBackup
Online MySQL Backups with Percona XtraBackupOnline MySQL Backups with Percona XtraBackup
Online MySQL Backups with Percona XtraBackupKenny Gryp
 
Java MySQL Connector & Connection Pool Features & Optimization
Java MySQL Connector & Connection Pool Features & OptimizationJava MySQL Connector & Connection Pool Features & Optimization
Java MySQL Connector & Connection Pool Features & OptimizationKenny Gryp
 
Percona XtraDB Cluster
Percona XtraDB ClusterPercona XtraDB Cluster
Percona XtraDB ClusterKenny Gryp
 

More from Kenny Gryp (14)

MySQL Database Architectures - 2022-08
MySQL Database Architectures - 2022-08MySQL Database Architectures - 2022-08
MySQL Database Architectures - 2022-08
 
MySQL Database Architectures - MySQL InnoDB ClusterSet 2021-11
MySQL Database Architectures - MySQL InnoDB ClusterSet 2021-11MySQL Database Architectures - MySQL InnoDB ClusterSet 2021-11
MySQL Database Architectures - MySQL InnoDB ClusterSet 2021-11
 
MySQL Operator for Kubernetes
MySQL Operator for KubernetesMySQL Operator for Kubernetes
MySQL Operator for Kubernetes
 
MySQL Database Architectures - 2020-10
MySQL Database Architectures -  2020-10MySQL Database Architectures -  2020-10
MySQL Database Architectures - 2020-10
 
MySQL InnoDB Cluster / ReplicaSet - Tutorial
MySQL InnoDB Cluster / ReplicaSet - TutorialMySQL InnoDB Cluster / ReplicaSet - Tutorial
MySQL InnoDB Cluster / ReplicaSet - Tutorial
 
MySQL Connectors 8.0.19 & DNS SRV
MySQL Connectors 8.0.19 & DNS SRVMySQL Connectors 8.0.19 & DNS SRV
MySQL Connectors 8.0.19 & DNS SRV
 
MySQL Database Architectures - InnoDB ReplicaSet & Cluster
MySQL Database Architectures - InnoDB ReplicaSet & ClusterMySQL Database Architectures - InnoDB ReplicaSet & Cluster
MySQL Database Architectures - InnoDB ReplicaSet & Cluster
 
MySQL InnoDB Cluster - New Features in 8.0 Releases - Best Practices
MySQL InnoDB Cluster - New Features in 8.0 Releases - Best PracticesMySQL InnoDB Cluster - New Features in 8.0 Releases - Best Practices
MySQL InnoDB Cluster - New Features in 8.0 Releases - Best Practices
 
MySQL Group Replication - Ready For Production? (2018-04)
MySQL Group Replication - Ready For Production? (2018-04)MySQL Group Replication - Ready For Production? (2018-04)
MySQL Group Replication - Ready For Production? (2018-04)
 
Reducing Risk When Upgrading MySQL
Reducing Risk When Upgrading MySQLReducing Risk When Upgrading MySQL
Reducing Risk When Upgrading MySQL
 
Multi Source Replication With MySQL 5.7 @ Verisure
Multi Source Replication With MySQL 5.7 @ VerisureMulti Source Replication With MySQL 5.7 @ Verisure
Multi Source Replication With MySQL 5.7 @ Verisure
 
Online MySQL Backups with Percona XtraBackup
Online MySQL Backups with Percona XtraBackupOnline MySQL Backups with Percona XtraBackup
Online MySQL Backups with Percona XtraBackup
 
Java MySQL Connector & Connection Pool Features & Optimization
Java MySQL Connector & Connection Pool Features & OptimizationJava MySQL Connector & Connection Pool Features & Optimization
Java MySQL Connector & Connection Pool Features & Optimization
 
Percona XtraDB Cluster
Percona XtraDB ClusterPercona XtraDB Cluster
Percona XtraDB Cluster
 

Recently uploaded

Thiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhhThiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhhYasamin16
 
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesConf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesTimothy Spann
 
DBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfDBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfJohn Sterrett
 
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一F sss
 
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degreeyuu sss
 
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改yuu sss
 
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...Boston Institute of Analytics
 
RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.natarajan8993
 
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一F La
 
Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 217djon017
 
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝DelhiRS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhijennyeacort
 
Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Cathrine Wilhelmsen
 
Business Analytics using Microsoft Excel
Business Analytics using Microsoft ExcelBusiness Analytics using Microsoft Excel
Business Analytics using Microsoft Excelysmaelreyes
 
Real-Time AI Streaming - AI Max Princeton
Real-Time AI  Streaming - AI Max PrincetonReal-Time AI  Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max PrincetonTimothy Spann
 
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一F La
 
How we prevented account sharing with MFA
How we prevented account sharing with MFAHow we prevented account sharing with MFA
How we prevented account sharing with MFAAndrei Kaleshka
 
Semantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxSemantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxMike Bennett
 
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Boston Institute of Analytics
 
Predicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdfPredicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdfBoston Institute of Analytics
 
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...ttt fff
 

Recently uploaded (20)

Thiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhhThiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhh
 
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesConf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
 
DBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfDBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdf
 
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
 
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
 
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
 
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
 
RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.
 
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一
 
Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2
 
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝DelhiRS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
 
Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)
 
Business Analytics using Microsoft Excel
Business Analytics using Microsoft ExcelBusiness Analytics using Microsoft Excel
Business Analytics using Microsoft Excel
 
Real-Time AI Streaming - AI Max Princeton
Real-Time AI  Streaming - AI Max PrincetonReal-Time AI  Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max Princeton
 
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一
 
How we prevented account sharing with MFA
How we prevented account sharing with MFAHow we prevented account sharing with MFA
How we prevented account sharing with MFA
 
Semantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxSemantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptx
 
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
 
Predicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdfPredicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdf
 
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
 

Percona XtraBackup Backup to Cloud Storage (Swift)