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Update release notes for PKB version 1.15.0.
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### Breaking changes: | ||
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- Remove `ubuntu1404` and `debian` OS types. | ||
- Ubuntu 14.04 is now in LTS and has not been fully maintained since | ||
April 2019. | ||
- `debian` os_type alias referred to Ubuntu 14.04 on all clouds. | ||
- Ubuntu 16.04 is now the default. | ||
- Remove the `Runtime` metric for Horovod. | ||
- Change `windows201X` os_types to `windows201X_core` and `windows201X_base` | ||
to `windows201X_desktop`. | ||
- Windows Server Core is now referred to as `windows201X_core`. | ||
- This is recommended for most benchmarks, because PKB does not | ||
benefit from GUIs except for debugging. | ||
- Windows Server with Desktop Experience is now referred to as | ||
`windows201X_desktop`. | ||
- See | ||
[the microsoft documentation](https://docs.microsoft.com/en-us/windows-server/administration/server-core/what-is-server-core) | ||
for more information on the differences. | ||
- Remove deprecated versionless `windows` os_type. | ||
- You will have to specify `windows2012_core`. | ||
- Removed deprecated versionless `rhel` os_type. | ||
- You will have to specify `rhel7` on most providers or `amazonlinux1` on | ||
AWS. | ||
- Deprecate Amazon Linux 1 `amazonlinux1` os_type. | ||
- AL1 is EOL on 2021-01-01: | ||
https://aws.amazon.com/blogs/aws/update-on-amazon-linux-ami-end-of-life/ | ||
at which point it will be removed from PKB. | ||
- You can use the recommended `amazonlinux2` instead. | ||
- Remove `ping_also_run_using_external_ip` from ping benchmark | ||
- You should now use the `ip_addresses` flag to specify whether to test | ||
with internal IPs, external IPs or both. This brings ping into alignment | ||
with how other network benchmarks function. | ||
- The flag `--emr-release-label` is now deprecated in favor of setting | ||
`dpb_service.version`. | ||
- In EMR DPB benchmarks setting: `dpb_service.version` is now Required. | ||
|
||
### New features: | ||
|
||
- Add infiniband support in nccl benchmark. | ||
- Added AwsVpcS3Endpoint for VPC connectivity to S3. | ||
- Add `--tcp_max_receive_buffer` flag to set net.ipv4.tcp_rmem sysctl value | ||
- Add `--tcp_max_send_buffer` flag to set net.ipv4.tcp_wmem sysctl value | ||
- Add `--rmem_max` flag to set net.core.rmem_max sysctl value | ||
- Add `--wmem_max` flag to set net.core.wmem_max sysctl value | ||
- Add `--os_type=debian9` support for AWS and Azure Providers. | ||
- Add `--os_type=debian10` support for GCP, AWS and Azure Providers. | ||
- Add function to tune NCCL parameters. | ||
- Add Coremark demo scripts at PerfKitBenchmarker/tools/demos/coremark. | ||
- Add RHEL 8 to AWS, Azure and GCP providers | ||
- Add CentOS 8 to Azure and GCP providers | ||
- Add BERT models in Horovod benchmark | ||
- Add timeline support in Horovod benchmark | ||
- Add GceNfsService to support Filestore on GCP. | ||
- Add maven package and use it in ycsb. | ||
- Add replication cluster support to bigtable. | ||
- Add AWS and Azure VPC peering support | ||
- Add Snowflake Warehouse support | ||
- Add large_scale_boot benchmark for linux and windows. | ||
- Add Python client library for GCS alongside Boto connection library. | ||
- Enabled OpenMPI version selection | ||
- Adds support for running network benchmarks across a VPN. | ||
- Includes GCP implementation with static routes. | ||
- Add a directory for PKB tutorials. | ||
- Add two new tutorials: one for beginners and one for network dashboard. | ||
- Update Boto client library for S3 to boto3. | ||
- Add MultiStreamDelete to Object Storage API Tests. | ||
- Add GCE Placement Group support. By default, placement groups are not | ||
created. | ||
- Add ICMP ping support for Azure using EXTERNAL ip address. | ||
|
||
### Enhancements: | ||
|
||
- Update Specsfs2014 to use the SP2 update rather than SP1. | ||
- Update Multichase version to enable AARCH64 build support. | ||
- Added flag `--cassandra_maven_repo_url` to use a maven repo when building | ||
cassandra, for example | ||
https://maven-central.storage-download.googleapis.com/maven2 | ||
- Optimize Azure Files settings. | ||
- Migrate EKS cluster creation to use eksctl (requires a local eksctl). | ||
- Deprecate `--eks_zones` in favor of setting | ||
`container_cluster.vm_spec.AWS.zone`. | ||
- Make `container_cluster.vm_spec.AWS.zone` accept a region or comma | ||
separated list of zones. | ||
- Delete the obsolete `--eks-verify-ssl` | ||
- Separate NVIDIA driver functionality from CUDA toolkit | ||
- Added --runspec_tar option to SpecCPU (specifying installation tarball). | ||
- Added generic support for using `PreprovisionedData` | ||
- Added the `preprovision_ignore_checksum` flag that can be used when | ||
downloading content that is not registered in `PREPROVISIONED_DATA` | ||
- Allow `_InstallData` in virtual_machine.py to catch the `NotImplemented` | ||
error, in order to proceed to downloading resources via their URL | ||
- Implemented `PreprovisionedData` in the Maven package and make Maven more | ||
robust | ||
- Added `maven_mirror_url` to specify a custom Maven mirror | ||
- Added sha256 checksums for a few Maven versions | ||
- Made retrieving JAVA_HOME more robust | ||
- Fixed a java lib issue on CentOS | ||
- Add OpenFOAM support for timing individual commands. | ||
- Added --gce_subnet_name to specify existing GCE subnet to use. | ||
- Run a Full Sweep (Create/Stat/Delete) on Mdtest when not dropping caches. | ||
- Added `version` field to `dpb_service` configs. This corresponds to image | ||
version in Google Cloud Dataproc and release label in AWS EMR. | ||
- Support delete timing on provider implementations of object_storage_api | ||
script | ||
- Enable support for AWS's m6g family. | ||
- Add SPEC CPU 2017 flag allowing to build but not run a suite. | ||
- Enable support for specifying newer versions of GCC than what the OS | ||
supports by default. | ||
- Sort AWS AMIs by CreationDate instead of name to get latest image. | ||
- Add Spec17 configs compatible with v1.1. | ||
- Better support for pytyping. | ||
- Make BaseVirtualMachine inherit from BaseOsMixin. | ||
- Add connect_via_internal_ip flag for testing windows tests over the internal | ||
IP, similar to the ssh_via_internal_ip flag for linux. | ||
- Deprecate `--ssh_via_internal_ip` in favor of this new flag. | ||
|
||
### Bug fixes and maintenance updates: | ||
|
||
- AWSBaseVirtualMachine subclasses require IMAGE_OWNER and IMAGE_NAME_FILTER. | ||
Fixes issue where some windows 2012 AMIs were selected from the wrong | ||
project. | ||
- Retry `yum install` commands to bypass transient issues. | ||
- Azure defaults to no placement group created. | ||
- Add Sql Server support to managed relational DB | ||
- Remove `py27` tox tests. | ||
- Update AKS cluster creation service principle handling, which was broken | ||
- Update glibc version to 2.31. | ||
- Propagate Azure credentials to AKS when running as a service principal. This | ||
is consistent with propagating VM credentials in azure_credentials.py. | ||
- This can be disabled by setting | ||
`--bootstrap_azure_service_principal=False`. | ||
- Registered AWS VPC quota failures as quota failures. | ||
- Do not try to use the GCP service account that is running PKB inside a GKE | ||
cluster if it obviously belongs to the wrong project. | ||
- Upgrade psutil version to 5.6.6 from 3.0.0. | ||
- Change default ior script to use 1GB sizes rather than 4GB. | ||
- Remove nfs_gce_ip_range from filestore options. | ||
- Upgrade YCSB to version 0.17.0. | ||
- Do not pass a default `--boot-disk-size` or `--boot-disk-type` to GCE. | ||
- This allows GCE to set the preferred options for both. | ||
- Fixes an issue where CentOS and RHEL images grew beyond the default 10GB | ||
(to 20GB). | ||
- The current defaults leave other Linux OSes at 10GB and Windows OSes at | ||
50GB. | ||
- Explicitly setting Netperf to Python 3. | ||
- Update PKB cloud datastore ycsb benchmark: | ||
- change private_keyfile_dir from a constant value to a FLAG | ||
- delete all db entries as part of Cleanup | ||
- Remove 'default' keyword from AWS and Azure boot_disk_size | ||
- Check ycsb proportion explicitly against none. | ||
- Fix issue in calculating Geometric means. | ||
- Add support to PKB cloud datastore ycsb benchmark to use GCS files for | ||
datastore keyfiles. | ||
- Add SSH keys to dpb EMR clusters for debuggability. | ||
- Security groups of the clusters will have to be manually edited to allow | ||
SSH. | ||
- Cast sample values to floats, ensuring they conform to the specification | ||
- Improve database deletion performance of Cloud datastore YCSB benchmark. | ||
- After installing the python package tries to set default version of python | ||
if not set. | ||
- Add check in Prepare stage of PKB cloud datastore ycsb benchmark to ensure | ||
db is empty before running. | ||
- Categorize k8s cluster creation errors better. | ||
- Improve database deletion performance of Cloud datastore YCSB benchmark. | ||
- Change deletion batch size of Cloud datastore YCSB benchmark. |