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Oracle cloud data interface
1.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted Oracle Cloud Data Interface 김태완 @taewanme https://taewan.kim
2.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 데이터 라이프 사이클 2 Ingestion streaming batch replication DataStore Object store data lake Hadoop/HDFS NOSQL/Cassandra Transform Data pipelines ML pipelines Data quality Data Augmentation Analyze Python/R Spark Hive Interactive BI Learn Machine learning AI Data science
3.
Copyright © 2018,Oracle
and/orits affiliates. All rights reserved. Oracle Cloud Data Lake Oracle Object Storage BigData Cloud Event Hub Cloud DIPC Database Data Hub IaaS VM NoSQL OAC ADW *ADW: Autonomous Data warehouse *DIPC: Data Integration Platform Cloud * OAC: Oracle Analytics Cloud Object Storage
4.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 4 OCI Object Storage Case 01: Desktop & OCI Object Storage
5.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI Object Storage 특징 5
6.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | OCI Object Storage 6 참조: http://bit.ly/2Z0lyA3
7.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | OCI Object Storage: bucket 7 참조: http://bit.ly/2Z0lyA3
8.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | OCI Object Storage: Connection Info 8 참조: http://bit.ly/2Z0lyA3
9.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | OCI Object Storage: Connection Info 9 참조: http://bit.ly/2Z0lyA3
10.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | OCI Object Storage: CloudBerry S3 Explorer 10 테넌트이름.compat.objectstorage.리전이름.oraclecloud.com 참조: http://bit.ly/2Z0lyA3
11.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | OCI Object Storage: CloudBerry S3 Explorer 11 참조: http://bit.ly/2Z0lyA3
12.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 12 OCI Object Storage 현재 위치
13.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 13 OCI Object Storage Case 02: OCI CLI & OCI Object Storage oci cli
14.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli 설치 14 참조: http://bit.ly/2Z0lyA3 bash -c "$(curl -L https://raw.githubusercontent.com/oracle/oci-cli/master/scripts/install/install.sh)" Linux / Mac OS powershell -NoProfile -ExecutionPolicy Bypass -Command "iex ((New-Object System.Net.WebClient).DownloadString('https://raw.githubusercontent.com/oracle/oci- cli/master/scripts/install/install.ps1'))" Window
15.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli 설치 확인 15 참조: http://bit.ly/2Z0lyA3
16.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli command 16
17.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli 설정: info 17 참조: http://bit.ly/2Z0lyA3 user OCID
18.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli 설정: info ➔ Tenancy OCID, Region ID 18
19.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli 설정: oci setup config 19
20.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli 설정: key files 20
21.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli 설정: public key 등록 21
22.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli 설정: public key 등록 22
23.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli 설정: public key 등록
24.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli 설정: Connection Test
25.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli: Bucket 생성 25 oci cli os bucket --name --compartment-id
26.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli: Bucket 생성 26
27.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli: 파일 업로드 27
28.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli: 파일 업로드 28
29.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 29 OCI Object Storage 현재 위치 oci cli
30.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 30 OCI Object Storage Case 03: 대용량 파일 업로드 oci cli
31.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli: 데모 파일 생성 31
32.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli: 10GB 파일 업로드 32
33.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | oci cli: 10GB 파일 업로드 33
34.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 34 OCI Object Storage 현재 위치 oci cli
35.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 35 OCI Object Storage Case 04: Java를 이용한 파일 업로드 다운로드 OCI Java SDK
36.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI Java SDK 36 https://search.maven.org/search?q=g:com.oracle.oci.sdkhttps://github.com/oracle/oci-java-sdk
37.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI Java SDK: Maven 37
38.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI Java SDK: Code 38
39.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI Java SDK: Code 39
40.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI Java SDK: Connection 40
41.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI Java SDK: Bucket 생성 41
42.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI Java SDK: 파일 추가 42
43.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 43 OCI Object Storage 현재 위치 oci cli VM OCI Java SDK
44.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 44 OCI Object Storage Case 05: OCI SDK & Object storage
45.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI SDK & Rest API 45 https://github.com/oracle?utf8=%E2%9C%93&q=oci+sdk&type =&language=
46.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI SDK & Rest API 46 https://github.com/oracle?utf8=%E2%9C%93&q=oci+sdk&type =&language=
47.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI SDK Python: 설치 47
48.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI SDK Python: Code 48
49.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI SDK Python: Code 49
50.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI SDK Python: Code 50
51.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI SDK Python: Object 생성 결과 51
52.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle OCI SDK Go-lang: Install 52 > go get -u github.com/oracle/oci-go-sdk import ( "github.com/oracle/oci-go-sdk/common" "github.com/oracle/oci-go-sdk/identity” ) https://github.com/oracle/oci-go-sdk
53.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 53 OCI Object Storage 현재 위치 oci cli VM OCI Java SDK VM VM OCI GO SDK VM OCI Ruby SDK OCI Python SDK
54.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 54 OCI Object Storage Case 06: Hadoop & Object Storage HDFS Connector for Object Storage
55.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 55 Hadoop & Object Storage https://github.com/oracle/oci-hdfs-connector/releases
56.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 56 HDFS Connector for OCI: 설치 https://github.com/oracle/oci-hdfs-connector/releases 속성 타입 설명 fs.oci.client.auth.tenantId String tenancy의 OCID fs.oci.client.auth.userId String 사용자 OCID fs.oci.client.auth.fingerprint String 사용자 Fingerprint fs.oci.client.auth.pemfilepath String PEM 파일 위치 fs.oci.client.auth.passphrase String 암호화 문자열 core-site.xml
57.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 57 HDFS Connector for OCI: 설치 scala> sc.wholeTextFiles("oci://PipedUploadTest@internalbriangustafson/")
58.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 58 OCI Object Storage 현재 위치 oci cli VM OCI Java SDK VM VM OCI GO SDK VM OCI Ruby SDK OCI Python SDK HDFS Connector for Object Storage
59.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 59 OCI Object Storage Case 07: Kafka & Object Storage
60.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 60 OCI Object Storage Case 07: Kafka & Object Storage Apps NoSQL Search RDBMS Monitoring RT Analysis DWH Hadoop
61.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | + = Managed Kafka Service Oracle Event Hub CS
62.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. |
63.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. |
64.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. |
65.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. |
66.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. |
67.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. |
68.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | https://www.confluent.io/product/connectors/ - Scalable Framework - Open Source - Only Configuration
69.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | OEHCS의 Kafka Connector 지원
70.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Streaming Data + Database Oracle GoldenGate 추출 트랜잭션 추출 실시간 이관 JMS Capture Trail Pump Route Deliver
71.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 71 OCI Object Storage 현재 위치 oci cli VM OCI Java SDK VM VM OCI GO SDK VM OCI Ruby SDK OCI Python SDK HDFS Connector for Object Storage
72.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Case 10: ADW와 Object Storage 72
73.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Object Storage에 데이터 저장 73 parquet df.write.parquet("oci://devmeetup@apackrsct01/sales_extended.parquet")
74.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Object Storage에 데이터 뷰 74 parquet df.write.parquet("oci://devmeetup@apackrsct01/sales_extended.parquet") $ parquet-tools schema sales_extended.parquet message hive_schema { optional int32 prod_id; optional int32 cust_id; optional binary time_id (UTF8); optional int32 channel_id; optional int32 promo_id; optional int32 quantity_sold; optional fixed_len_byte_array(5) amount_sold (DECIMAL(10,2)); optional binary gender (UTF8); optional binary city (UTF8); optional binary state_province (UTF8); optional binary income_level (UTF8); }
75.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Object Storage에 데이터 뷰 75 parquet df.write.parquet("oci://devmeetup@apackrsct01/sales_extended.parquet") $ parquet-tools schema sales_extended.parquet message hive_schema { optional int32 prod_id; optional int32 cust_id; optional binary time_id (UTF8); optional int32 channel_id; optional int32 promo_id; optional int32 quantity_sold; optional fixed_len_byte_array(5) amount_sold (DECIMAL(10,2)); optional binary gender (UTF8); optional binary city (UTF8); optional binary state_province (UTF8); optional binary income_level (UTF8); } https://github.com/Guavus/parquet-mr- 1/tree/master/parquet-tools
76.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Object Storage에 데이터 뷰 76 parquet df.write.parquet("oci://devmeetup@apackrsct01/sales_extended.parquet") https://github.com/Guavus/parquet-mr- 1/tree/master/parquet-tools
77.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | ADW의 External Table 77
78.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | ADW와 Parquet External Table 78 External Table
79.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 79 OCI Object Storage 현재 위치 oci cli VM OCI Java SDK VM VM OCI GO SDK VM OCI Ruby SDK OCI Python SDK HDFS Connector for Object Storage
80.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Case 11: 다양한 인터페이스? ➔ 데이터 가상화 80 Hadoop Security ACL’s | Sentry | HDFS Encryption | Encryption in Motion Big Data SQL Cloud Service
81.
Copyright © 2018,Oracle
and/orits affiliates. All rights reserved. Oracle Cloud Data Lake Oracle Object Storage BigData Cloud Event Hub Cloud DIPC Database Data Hub IaaS VM NoSQL OAC ADW *ADW: Autonomous Data warehouse *DIPC: Data Integration Platform Cloud * OAC: Oracle Analytics Cloud Object Storage
82.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | Oracle Data Platform 82
83.
Copyright © 2019,Oracle
and/orits affiliates. All rights reserved. | 83
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