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Step-by-Step Guide to
Oracle Autonomous Data Warehouse Cloud
Patrik Plachý
Principal Sales Consultant
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
The following is intended to outline our general product direction. It is intended for
information purposes only, and may not be incorporated into any contract. It is not a
commitment to deliver any material, code, or functionality, and should not be relied upon
in making purchasing decisions. The development, release, timing and price of any
features or functionality described for Oracle's products may change and remains at the
sole discretion of Oracle Corporation. Fees apply for new Database product offerings.
Safe Harbor Statement
2
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Agenda
Introduction to Autonomous Data Warehouse Cloud
Getting started with Autonomous Data Warehouse Cloud
1
2
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Introduction to Autonomous Data
Warehouse Cloud
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Autonomous Data Warehouse Cloud
• Easy
– Fully-managed, pre-configured and optimized for DW workloads
– Simply load data and run
• No need to define indexes, create partitions, etc.
• Fast
– Based on Exadata technology
• Elastic
– Instant scaling of compute or storage with no downtime
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Fully-managed
• Oracle automates end-to-end
management of the data
warehouse
– Provisioning new databases
– Growing/shrinking storage and/or
compute
– Patching and upgrades
– Backup and recovery
• Full lifecycle managed using the
service console
– Alternatively, can be managed via
command-line interface or REST API
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Automated Tuning
• “Load and go”
– Define tables, load data, run queries
• No tuning required
• No special database expertise required
• No need to worry about tablespaces, partitioning,
compression, in-memory, indexes, parallel
execution
– Fast performance out of the box with zero
tuning
– Simple web-based monitoring console
– Built-in resource-management plans
Confidential
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Fully-elastic
• Size the DW to the exact compute and storage required
– Not constrained by fixed building blocks, no predefined shapes
• Scale the DW on demand
– Independently scale compute or storage
– Resizing occurs instantly, fully online
• Shut off idle compute to save money
– Restart instantly
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Full Support of DW Ecosystem
• Autonomous Data Warehouse Cloud supports :
– Existing tools, running on-premises or in the cloud
• Third-party BI tools
• Third-party data-integration tools
• Oracle BI and data-integration tools: BIEE, ODI, etc
– Oracle cloud services: Analytics Cloud Service, Golden Gate Cloud Service, Integration
Cloud Service, and others
– Connectivity via SQL*Net, JDBC, ODBC
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential
Autonomous Data Warehouse Cloud:
Architecture
Oracle Exadata Cloud Service
Oracle Database Cloud Service
Express Cloud Service
Data Warehouse Services
(EDWs, DW, departmental marts and sandboxes)
Autonomous Data Warehouse Cloud
Service Console
Built-in Access Tools
Oracle ML
Service Management
DW Database
SQL Developer
Developer Tools
Data Integration
Services
Oracle Data Integration
Platform Cloud
3rd Party DI on
Oracle Cloud Compute
3rd Party DI
On-premises
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Getting Started with
Autonomous Data Warehouse Cloud
Provisioning a database
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Getting Started with Autonomous Data Warehouse Cloud
• Provisioning requires only 4 simple
questions:
– Database name?
– How many CPU’s?
– How many TB’s?
– Admin password?
• New service created in seconds
(regardless of size)
– Database is open and ready for connections
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Demo
Provisioning a database
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Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Getting Started with
Autonomous Data Warehouse Cloud
Connecting to the database
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Connecting to the Database
• Securely connect using credential wallets via SQL*Net, JDBC, ODBC
• Wallet can be downloaded from
– The Cloud Console
– The Database Service Console
– Using REST APIs
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Demo
Downloading the credential wallet
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Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
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Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Demo
Connecting to the database using the wallet in SQL Developer
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Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Database Service Names
• 3 pre-defined database services
– Choice of performance and concurrency
• HIGH
– Highest resources, lowest concurrency
– Queries run in parallel
• MEDIUM
– Less resources, higher concurrency
– Queries run in parallel
• LOW
– Least resources, highest concurrency
– Queries run serially
No of concurrent
queries
Max idle time CPU shares
HIGH 3 5 mins 4
MEDIUM 20 5 mins 2
LOW 32 1 hour 1
Example for a database with 16 OCPUs
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Getting Started with
Autonomous Data Warehouse Cloud
Creating users
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Simplified User Creation
• Simplified user creation via the new database role
– No need to specify anything except the password
– DWROLE includes all necessary privileges for a DW developer/user
create user sh identified by sh;
grant dwrole to sh;
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Getting Started with
Autonomous Data Warehouse Cloud
Loading data
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Data Loading Options
• Data loading via SQL*Net
– Suitable for small volumes of data
• SQL*Loader from local filesystem
• ETL scripts that use DML to insert/update data
• Data loading from Oracle Object Storage
– Preferred technique for large volumes of data
• Additionally enables data-sharing with other cloud services
– Stage data in Oracle Object Storage, then load into the database using new PL/SQL
APIs
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Loading Data from Object Stores
• Source data from files on object stores for
data loading
– OCI Object Storage, OCI Object Storage Classic,
AWS S3, or Microsoft Azure
– Any supported ORACLE_LOADER file format
– Roadmap: any Hadoop file format
ADWC
OBJECT STORES
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
New Cloud API to Access Object Stores, DBMS_CLOUD
• New PL/SQL package for accessing files
in object stores
• No need to manually define external
tables for loading files
– Makes it easier to specify the format of the
source data
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Loading Data from the Oracle Object Store
• Define your credentials for the object store
– Oracle Cloud Infrastructure Object Store username and Swift password required
• Credential stored in the database schema once and used for accessing the
object store for all loads
begin
dbms_cloud.create_credential(
credential_name => 'OBJ_STORE_CRED',
username => 'tenant1',
password => ’password'
);
end;
/
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Loading Data from the Oracle Object Store
• Load data directly into the target table without any intermediate steps
• Data format in the source file easily specified as JSON
begin
dbms_cloud.copy_data(
table_name =>'CHANNELS',
credential_name =>'OBJ_STORE_CRED',
file_uri_list =>'https://swiftobjectstorage.us-ashburn-
1.oraclecloud.com/v1/dwcsdemo/DEMO_DATA/chan_v3.dat',
format => json_object('ignoremissingcolumns' value 'true',
'removequotes' value 'true')
);
end;
/
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Troubleshooting Loads
• Load operations logged for troubleshooting and historical load tracking
– New table user/dba_load_operations
• Log and bad files accessible as tables
select table_name,status,rows_loaded,logfile_table,badfile_table
from user_load_operations;
TABLE_NAME STATUS ROWS_LOADED LOGFILE_TABLE BADFILE_TABLE
-------------------- --------- ----------- -------------------- --------------------
CHANNELS FAILED COPY$1_LOG COPY$1_BAD
CHANNELS COMPLETED 5 COPY$2_LOG COPY$2_BAD
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Demo
Loading data from the Oracle Object Store
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Getting Started with
Autonomous Data Warehouse Cloud
Querying data on object stores
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Querying Data on Object Stores
• Directly query files residing on object
stores without the need to load them first
– OCI Object Storage, OCI Object Storage Classic,
AWS S3 or Microsoft Azure
– Any supported ORACLE_LOADER file format
– Roadmap: any Hadoop file format
ADWC
OBJECT STORES
SQL
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Querying Data on the Oracle Object Store
• Define your credentials for the object store
– Oracle Cloud Infrastructure Object Store username and Swift password required
• Credential stored in the database schema once and used for accessing the
object store for all queries
• Call the dbms_cloud API for creating an external table on top of the source
files
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Querying Data on the Oracle Object Store
begin
dbms_cloud.create_external_table(
table_name =>'CHANNELS_EXT',
credential_name =>'OBJ_STORE_CRED',
file_uri_list => 'https://swiftobjectstorage.us-ashburn-
1.oraclecloud.com/v1/dwcsdemo/DEMO_DATA/chan_v3.dat',
format => json_object('ignoremissingcolumns' value 'true', 'removequotes' value
'true'),
column_list => 'CHANNEL_ID NUMBER,
CHANNEL_DESC VARCHAR2(20),
CHANNEL_CLASS VARCHAR2(20),
CHANNEL_CLASS_ID NUMBER,
CHANNEL_TOTAL VARCHAR2(13),
CHANNEL_TOTAL_ID NUMBER'
);
end;
/
select count(*) from channels_ext;
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Demo
Querying data on the Oracle Object Store
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Getting Started with
Autonomous Data Warehouse Cloud
Web-Based SQL Worksheet and Notebooks
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Built-in SQL Worksheet and Notebook
• Quickly start running queries with
built-in web-based notebooks
– No need to install a client query tool
• Initially supports SQL and PL/SQL
– More languages in the roadmap
• Based on Apache Zeppelin
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Getting Started with
Autonomous Data Warehouse Cloud
Scaling your database
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Scaling Your Database
• Scale your database on demand without tedious manual steps
– Independently scale compute or storage
– Resizing occurs instantly, fully online
– Memory, IO bandwidth, concurrency scales linearly with CPU
• Close your database to save money when not used
– Restart instantly
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Demo
Scaling your database
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Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Getting Started with
Autonomous Data Warehouse Cloud
Administration and monitoring
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Automated Database Configuration
• init.ora parameters
– Parameters optimized for DW workloads
– Memory, parallelism, sessions configured based on number of CPUs
– Users can modify a limited set of parameters, e.g. NLS settings
• Tablespace management
– Pre-defined data and temporary tablespaces
– Users cannot create/modify tablespaces
• Compression
– All tables compressed using Hybrid Columnar Compression
– Users cannot change compression method or disable compression
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Automated Database Configuration
• Optimizer stats gathering
– Stats gathered automatically during direct load operations
– Users can gather stats manually if they want
• Optimizer hints
– Hints ignored by default
– Users can enable hints explicitly
• Result cache configuration
– Result cache enabled by default for all queries
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Monitoring
• Simplified monitoring using the web-based service console
• Historical and real-time performance charts
• Real-Time SQL Monitoring to monitor running and past SQL statements
• Historical data load monitoring
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Demo
Monitoring
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Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Oracle Autonomous Warehouse Cloud
Summary
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Key Use Cases for Autonomous Data Warehouse Cloud
Confidential – Oracle Internal/Restricted/Highly Restricted
Sandboxes for
Data Scientists
Data
Lakes
Data Marts /
Warehouses
Business Analytics Machine Learning Query Across
All Data
Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Autonomous Data Warehouse Cloud
• Easy
– Fully-managed, pre-configured and optimized for DW workloads
– Simply load data and run
• No need to define indexes, create partitions, etc.
• Fast
– Based on Exadata technology
• Elastic
– Instant scaling of compute or storage with no downtime

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ADW Topic.pdf

  • 1. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Step-by-Step Guide to Oracle Autonomous Data Warehouse Cloud Patrik Plachý Principal Sales Consultant
  • 2. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, timing and price of any features or functionality described for Oracle's products may change and remains at the sole discretion of Oracle Corporation. Fees apply for new Database product offerings. Safe Harbor Statement 2
  • 3. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Agenda Introduction to Autonomous Data Warehouse Cloud Getting started with Autonomous Data Warehouse Cloud 1 2
  • 4. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Introduction to Autonomous Data Warehouse Cloud
  • 5. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Autonomous Data Warehouse Cloud • Easy – Fully-managed, pre-configured and optimized for DW workloads – Simply load data and run • No need to define indexes, create partitions, etc. • Fast – Based on Exadata technology • Elastic – Instant scaling of compute or storage with no downtime
  • 6. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Fully-managed • Oracle automates end-to-end management of the data warehouse – Provisioning new databases – Growing/shrinking storage and/or compute – Patching and upgrades – Backup and recovery • Full lifecycle managed using the service console – Alternatively, can be managed via command-line interface or REST API
  • 7. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Automated Tuning • “Load and go” – Define tables, load data, run queries • No tuning required • No special database expertise required • No need to worry about tablespaces, partitioning, compression, in-memory, indexes, parallel execution – Fast performance out of the box with zero tuning – Simple web-based monitoring console – Built-in resource-management plans Confidential
  • 8. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Fully-elastic • Size the DW to the exact compute and storage required – Not constrained by fixed building blocks, no predefined shapes • Scale the DW on demand – Independently scale compute or storage – Resizing occurs instantly, fully online • Shut off idle compute to save money – Restart instantly
  • 9. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Full Support of DW Ecosystem • Autonomous Data Warehouse Cloud supports : – Existing tools, running on-premises or in the cloud • Third-party BI tools • Third-party data-integration tools • Oracle BI and data-integration tools: BIEE, ODI, etc – Oracle cloud services: Analytics Cloud Service, Golden Gate Cloud Service, Integration Cloud Service, and others – Connectivity via SQL*Net, JDBC, ODBC
  • 10. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential Autonomous Data Warehouse Cloud: Architecture Oracle Exadata Cloud Service Oracle Database Cloud Service Express Cloud Service Data Warehouse Services (EDWs, DW, departmental marts and sandboxes) Autonomous Data Warehouse Cloud Service Console Built-in Access Tools Oracle ML Service Management DW Database SQL Developer Developer Tools Data Integration Services Oracle Data Integration Platform Cloud 3rd Party DI on Oracle Cloud Compute 3rd Party DI On-premises
  • 11. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Getting Started with Autonomous Data Warehouse Cloud Provisioning a database
  • 12. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Getting Started with Autonomous Data Warehouse Cloud • Provisioning requires only 4 simple questions: – Database name? – How many CPU’s? – How many TB’s? – Admin password? • New service created in seconds (regardless of size) – Database is open and ready for connections
  • 13. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Demo Provisioning a database
  • 14. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 14
  • 15. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 15
  • 16. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 17. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 18. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 19. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 20. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 21. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 22. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 23. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 24. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 25. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 26. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 27. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 28. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 29. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 30. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 31. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 32. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 33. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 34. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Getting Started with Autonomous Data Warehouse Cloud Connecting to the database
  • 35. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Connecting to the Database • Securely connect using credential wallets via SQL*Net, JDBC, ODBC • Wallet can be downloaded from – The Cloud Console – The Database Service Console – Using REST APIs
  • 36. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Demo Downloading the credential wallet
  • 37. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 38. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 39. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 40. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 40 Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 39
  • 41. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 41 Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 39
  • 42. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 42
  • 43. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 43
  • 44. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 44
  • 45. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 45
  • 46. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 46
  • 47. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 47
  • 48. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 48
  • 49. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Demo Connecting to the database using the wallet in SQL Developer
  • 50. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 50 Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 49 Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 49
  • 51. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 51 Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 50 Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 50
  • 52. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 52
  • 53. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 53
  • 54. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 54
  • 55. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 55
  • 56. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 56
  • 57. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 57
  • 58. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 58
  • 59. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Database Service Names • 3 pre-defined database services – Choice of performance and concurrency • HIGH – Highest resources, lowest concurrency – Queries run in parallel • MEDIUM – Less resources, higher concurrency – Queries run in parallel • LOW – Least resources, highest concurrency – Queries run serially No of concurrent queries Max idle time CPU shares HIGH 3 5 mins 4 MEDIUM 20 5 mins 2 LOW 32 1 hour 1 Example for a database with 16 OCPUs
  • 60. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Getting Started with Autonomous Data Warehouse Cloud Creating users
  • 61. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Simplified User Creation • Simplified user creation via the new database role – No need to specify anything except the password – DWROLE includes all necessary privileges for a DW developer/user create user sh identified by sh; grant dwrole to sh;
  • 62. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Getting Started with Autonomous Data Warehouse Cloud Loading data
  • 63. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Data Loading Options • Data loading via SQL*Net – Suitable for small volumes of data • SQL*Loader from local filesystem • ETL scripts that use DML to insert/update data • Data loading from Oracle Object Storage – Preferred technique for large volumes of data • Additionally enables data-sharing with other cloud services – Stage data in Oracle Object Storage, then load into the database using new PL/SQL APIs
  • 64. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Loading Data from Object Stores • Source data from files on object stores for data loading – OCI Object Storage, OCI Object Storage Classic, AWS S3, or Microsoft Azure – Any supported ORACLE_LOADER file format – Roadmap: any Hadoop file format ADWC OBJECT STORES
  • 65. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | New Cloud API to Access Object Stores, DBMS_CLOUD • New PL/SQL package for accessing files in object stores • No need to manually define external tables for loading files – Makes it easier to specify the format of the source data
  • 66. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Loading Data from the Oracle Object Store • Define your credentials for the object store – Oracle Cloud Infrastructure Object Store username and Swift password required • Credential stored in the database schema once and used for accessing the object store for all loads begin dbms_cloud.create_credential( credential_name => 'OBJ_STORE_CRED', username => 'tenant1', password => ’password' ); end; /
  • 67. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Loading Data from the Oracle Object Store • Load data directly into the target table without any intermediate steps • Data format in the source file easily specified as JSON begin dbms_cloud.copy_data( table_name =>'CHANNELS', credential_name =>'OBJ_STORE_CRED', file_uri_list =>'https://swiftobjectstorage.us-ashburn- 1.oraclecloud.com/v1/dwcsdemo/DEMO_DATA/chan_v3.dat', format => json_object('ignoremissingcolumns' value 'true', 'removequotes' value 'true') ); end; /
  • 68. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Troubleshooting Loads • Load operations logged for troubleshooting and historical load tracking – New table user/dba_load_operations • Log and bad files accessible as tables select table_name,status,rows_loaded,logfile_table,badfile_table from user_load_operations; TABLE_NAME STATUS ROWS_LOADED LOGFILE_TABLE BADFILE_TABLE -------------------- --------- ----------- -------------------- -------------------- CHANNELS FAILED COPY$1_LOG COPY$1_BAD CHANNELS COMPLETED 5 COPY$2_LOG COPY$2_BAD
  • 69. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Demo Loading data from the Oracle Object Store
  • 70. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Getting Started with Autonomous Data Warehouse Cloud Querying data on object stores
  • 71. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Querying Data on Object Stores • Directly query files residing on object stores without the need to load them first – OCI Object Storage, OCI Object Storage Classic, AWS S3 or Microsoft Azure – Any supported ORACLE_LOADER file format – Roadmap: any Hadoop file format ADWC OBJECT STORES SQL
  • 72. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Querying Data on the Oracle Object Store • Define your credentials for the object store – Oracle Cloud Infrastructure Object Store username and Swift password required • Credential stored in the database schema once and used for accessing the object store for all queries • Call the dbms_cloud API for creating an external table on top of the source files
  • 73. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Querying Data on the Oracle Object Store begin dbms_cloud.create_external_table( table_name =>'CHANNELS_EXT', credential_name =>'OBJ_STORE_CRED', file_uri_list => 'https://swiftobjectstorage.us-ashburn- 1.oraclecloud.com/v1/dwcsdemo/DEMO_DATA/chan_v3.dat', format => json_object('ignoremissingcolumns' value 'true', 'removequotes' value 'true'), column_list => 'CHANNEL_ID NUMBER, CHANNEL_DESC VARCHAR2(20), CHANNEL_CLASS VARCHAR2(20), CHANNEL_CLASS_ID NUMBER, CHANNEL_TOTAL VARCHAR2(13), CHANNEL_TOTAL_ID NUMBER' ); end; / select count(*) from channels_ext;
  • 74. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Demo Querying data on the Oracle Object Store
  • 75. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Getting Started with Autonomous Data Warehouse Cloud Web-Based SQL Worksheet and Notebooks
  • 76. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Built-in SQL Worksheet and Notebook • Quickly start running queries with built-in web-based notebooks – No need to install a client query tool • Initially supports SQL and PL/SQL – More languages in the roadmap • Based on Apache Zeppelin
  • 77. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Getting Started with Autonomous Data Warehouse Cloud Scaling your database
  • 78. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Scaling Your Database • Scale your database on demand without tedious manual steps – Independently scale compute or storage – Resizing occurs instantly, fully online – Memory, IO bandwidth, concurrency scales linearly with CPU • Close your database to save money when not used – Restart instantly
  • 79. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Demo Scaling your database
  • 80. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 81. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 82. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
  • 83. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 83
  • 84. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 84
  • 85. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 85
  • 86. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 86
  • 87. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 87
  • 88. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 88
  • 89. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 89
  • 90. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 90
  • 91. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Getting Started with Autonomous Data Warehouse Cloud Administration and monitoring
  • 92. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Automated Database Configuration • init.ora parameters – Parameters optimized for DW workloads – Memory, parallelism, sessions configured based on number of CPUs – Users can modify a limited set of parameters, e.g. NLS settings • Tablespace management – Pre-defined data and temporary tablespaces – Users cannot create/modify tablespaces • Compression – All tables compressed using Hybrid Columnar Compression – Users cannot change compression method or disable compression
  • 93. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Automated Database Configuration • Optimizer stats gathering – Stats gathered automatically during direct load operations – Users can gather stats manually if they want • Optimizer hints – Hints ignored by default – Users can enable hints explicitly • Result cache configuration – Result cache enabled by default for all queries
  • 94. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Monitoring • Simplified monitoring using the web-based service console • Historical and real-time performance charts • Real-Time SQL Monitoring to monitor running and past SQL statements • Historical data load monitoring
  • 95. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Demo Monitoring
  • 96. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 96
  • 97. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 97
  • 98. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 98
  • 99. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 99
  • 100. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Oracle Autonomous Warehouse Cloud Summary
  • 101. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Key Use Cases for Autonomous Data Warehouse Cloud Confidential – Oracle Internal/Restricted/Highly Restricted Sandboxes for Data Scientists Data Lakes Data Marts / Warehouses Business Analytics Machine Learning Query Across All Data
  • 102. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | Autonomous Data Warehouse Cloud • Easy – Fully-managed, pre-configured and optimized for DW workloads – Simply load data and run • No need to define indexes, create partitions, etc. • Fast – Based on Exadata technology • Elastic – Instant scaling of compute or storage with no downtime