Preempting Flaky Tests via Non-Idempotent-Outcome Tests @ICSE '22

Nonidiomatic test are one of Flaky tests category. In the previous TACAS work, the relation between polluters(modify the shared state) and victims(read from the shared state) are found but there exists a lot false positive for it to have Order dependent variables inside, from our previous tests on these testcases. Also for the latent polluters/victims that potentially read/write the variables. e.g.

//shared variables x,y,z are initialized into 0
void t1(){ assert x==0; } // victim
void t2(){ x = 0; } // polluter
void t3(){ assert y==0; } // latent-victim
void t4(){ z=1; } // latent-polluter
void t5(){ assert w=0;w=1;}

The NIO tests means passes in the first run but fails in the second when run twice consecutively.

The NIO will self pollutes the state that its own assertions depend on

  • NIO $\in$ latent-polluter ^ latent-victim $\in$ latent-writer

Examples


Real Examples

Static Inference Meets Deep Learning: A Hybrid Type Inference Approach for Python @ICSE '22

The type inference in dynamic function in python.

Compared with static inference like Pyre.

Static+DL Approach


先 Type dependency graph,在路径constraint上做验证正确性,最后再验证正确性。其实非动态语言rust的类型推导💥问题也可以这样解决。至少DL给了一个搜索路径。

Framework

重点就是Backward Type Rejection的语义。

看了下,比如subscript的刻画还是很准确的,但是symbolic value的rejection rule还是会比sound 大一些。

Counter case


SegCache: a memory-efficient and scalable in-memory key-value cache for small objects NSDI 21'

Yue Lu from Twitter, and collaborator Juncheng Yang and Rashmi from CMU. Pelikan (starting 2020), mostly written by Brian Martin(I really like his obsession to rust) is the current production in-memory cache for small data in twitter which is inspired by the traces captured with eBPF last year can do a smaller granularity analysis of memory cache.

Continue reading "SegCache: a memory-efficient and scalable in-memory key-value cache for small objects NSDI 21'"

[Program Analysis] Intraprocedural Analysis

CHA analysis is used to make too conservative assumptions to the method call in the Intraprocedural Analysis. All the results of the analysis should be. save. According to the Lattice Theory, the must and may analysis should be less precise. So the Interprocedural Analysis to see the data flow in the BB and the Call Graph to see the data flow propagation between functions and raise the precision of the analysis is very important.

Continue reading "[Program Analysis] Intraprocedural Analysis"

A command line string to the class constructor.

There's the demand of passing a name and doing the class construction of this name. I don't want to make the switch case on the construct. Let's do the hack!

I found the base implementation in stackoverflow.

template <class T> void* constructor() { return (void*)new T(); }

struct factory
{
   typedef void*(*constructor_t)();
   typedef std::map<std::string, constructor_t> map_type;
   map_type m_classes;

   template <class T>
   void register_class(std::string const& n)
   { m_classes.insert(std::make_pair(n, &constructor<T>)); }

   void* construct(std::string const& n)
   {
      map_type::iterator i = m_classes.find(n);
      if (i == m_classes.end()) return 0; // or throw or whatever you want
      return i->second();
   }
};

factory g_factory;

#define REGISTER_CLASS(n) g_factory.register_class<n>(#n)

The problem is it does not allow the arg passing in construction. My class accepts the arguments module.

template <class T, typename M_> void *constructor(M_ *module_) {
    return (void *)new T{reinterpret_cast<M_ *>(module_)};
}
template <typename M_> struct arg_to_pass {
    typedef void *(*constructor_t)(M_ *);
    typedef std::map<std::string, constructor_t> map_type;
    map_type m_classes;
    M_ *module;

    template <class T> void register_class(std::string const &n, M_ *&module_) {
        module = module_;
        m_classes.insert(std::make_pair(n, &constructor<T, M_>));
    }

    void *construct(std::string const &n) {
        auto i = m_classes.find(n);
        if (i == m_classes.end())
            return nullptr; // or throw or whatever you want
        return i->second(module);
    }
};

arg_to_pass<Module> pass_factory;

#define REGISTER_CLASS(n, m_) pass_factory.register_class<n>(#n, m_)

This will resolve all the problem.

FusionFS: Fusing I/O Operations using $CISC_{Ops}$ in Firmware File Systems

The paper is joined work between my upperclassman Jian Zhang who's currently taking Ph.D. at Rutgers.

Current Hw-Sw co-design

  • Hardware Trend
    • Design a fast path to reduce latency.
  • Software Trend
    • Do kernel bypass/zero-copy

Good

FusionFS comes up with aggregated I/O ops into $CISC_{Ops}$, the fuses and offloads data ops are carried out on the co-processor on storage. These higher throughputs are gained with assurance to the resource management fairness, crash consistency, and fast recovery.

  • Kernel FS pushes all the W/R to the VFS Layer, this does not necessarily mean it's slow, often the time waiting for heavy-weighted Writeback, page cache is not hit, I/O queue locks waiting for the device ready, or deep VFS calls.

  • User FS may have some of the W/R intercepted and bypass the kernel. Some of the userspace semantic fusion is implemented using FUSE.

  • Device FS(Before CrossFS is Firmware FS) makes FS Lib directly call the firmware to wait until it can make DMA to memory.

    • Good for Disaggregation & Concurrency throughput
    • Mainly for NVM when speed is high, not applicable to SSDs
  • This paper used Compute Offloading, which is greatly applied in the SMartNIC. Storage plus the data processing makes transparent to the kernel, the kernel only needs to know some of the results is fused.

    • write fusion
    • read fusion
    • data replacement for locality
    • PolarDB - PCIe layer compute offloading. I think it could be replaced by CXL.
  1. crc-append interpreted into CISCops Basically, based on the predefined rules, the co-processor is able to fuse most of the data operations like LevelDB CRC, open read-write close.

  2. CFS I/O scheduling.

  3. Durability maintained by Micro Tx.

Bad

  1. Large sequential data read/write will introduce preprocessor overhead, at least for data calculation and buffer store. Can pattern matching and make bypass the data processing.

  2. This paper shared a lot of similar designs with CrossFS for resource management, durability, and Permission checks.

  3. I'm curious why not implement the SSD main controller? It's meaningless to write on NVM because programmers must do handmade I/O fusion on such devices.

  4. Performance is roughly the same with NOVA when with slow device CPU. I don't know if IO thread affinity and other kernel optimization are applied, the additional hardware has real benefits. However, the recovery speed is really quick because of MicroTx.

Refinement

  1. Still could apply kernel bypass over the FusionFS.
  2. SSD main controller/ Memory controller implementation is better than adding another CPU.

Reference

  1. POLARDB Meets Computational Storage: Efficiently Support AnalyticalWorkloads in Cloud-Native Relational Database
  2. CrossFS: A Cross-layered Direct-Access File System

VEE Workshop ‘2022

Haibo

History of virtualization




Increasing complxity and security vulnerabilities.

Example of AWS vulnerability

Attack Model

Possible Protection



Crossover



TrustZone on Arm + VMM






Use SW-HW Codesign



Session 1




CentOS 8 startup repo issue

You may jump into issues like

[root@tokio ~]# dnf update
CentOS-8 - AppStream                                                                    128  B/s |  38  B     00:00
Failed to download metadata for repo 'AppStream'
Error: Failed to download metadata for repo 'AppStream'

you need to

Last login: Mon Feb 28 02:01:55 2022 from 119.78.254.1
(reverse-i-search)`': ^C
[root@tokio ~]# nan o^C
[root@tokio ~]# curl -O
curl: no URL specified!
curl: try 'curl --help' or 'curl --manual' for more information
[root@tokio ~]# curl -O https://rpmfind.net/linux/centos/8-stream/BaseOS/x86_64/os/Packages/centos-stream-release-8.5-2.el8.noarch.rpm
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100 22216  100 22216    0     0  15279      0  0:00:01  0:00:01 --:--:-- 15268curl
[root@tokio ~]# curl -O https://rpmfind.net/linux/centos/8-stream/BaseOS/x86_64/os/Packages/centos-stream-repos-8-3.el8.noarch.rpm
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100 19892  100 19892    0     0  16521      0  0:00:01  0:00:01 --:--:-- 16521lur
[root@tokio ~]# curl -O https://rpmfind.net/linux/centos/8-stream/BaseOS/x86_64/os/Packages/centos-gpg-keys-8-3.el8.noarch.rpm
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100 12552  100 12552    0     0  10330      0  0:00:01  0:00:01 --:--:-- 10330
[root@tokio ~]# rpm -i ./
anaconda-ks.cfg                             centos-stream-release-8.5-2.el8.noarch.rpm
.bash_history                               centos-stream-repos-8-3.el8.noarch.rpm
.bash_logout                                .cshrc
.bash_profile                               original-ks.cfg
.bashrc                                     .ssh/
centos-gpg-keys-8-3.el8.noarch.rpm          .tcshrc
[root@tokio ~]# rpm -i ./
anaconda-ks.cfg                             centos-stream-release-8.5-2.el8.noarch.rpm
.bash_history                               centos-stream-repos-8-3.el8.noarch.rpm
.bash_logout                                .cshrc
.bash_profile                               original-ks.cfg
.bashrc                                     .ssh/
centos-gpg-keys-8-3.el8.noarch.rpm          .tcshrc
[root@tokio ~]# rpm -i ./centos-gpg-keys-8-3.el8.noarch.rpm
warning: ./centos-gpg-keys-8-3.el8.noarch.rpm: Header V3 RSA/SHA256 Signature, key ID 8483c65d: NOKEY
[root@tokio ~]# rpm -i ./centos-stream-repos-8-3.el8.noarch.rpm
warning: ./centos-stream-repos-8-3.el8.noarch.rpm: Header V3 RSA/SHA256 Signature, key ID 8483c65d: NOKEY
error: Failed dependencies:
	centos-repos(8) conflicts with centos-stream-repos-8-3.el8.noarch
[root@tokio ~]# nf re^C
[root@tokio ~]# dnf remove centos-repos
Dependencies resolved.
========================================================================================================================
 Package                         Architecture         Version                             Repository               Size
========================================================================================================================
Removing:
 centos-repos                    x86_64               8.1-1.1911.0.8.el8                  @anaconda               8.7 k
Removing dependent packages:
 initscripts                     x86_64               10.00.4-1.el8                       @anaconda               1.0 M
 nfs-utils                       x86_64               1:2.3.3-26.el8                      @anaconda               1.8 M
 setup                           noarch               2.12.2-2.el8                        @anaconda               707 k
 shadow-utils                    x86_64               2:4.6-8.el8                         @anaconda               5.1 M
Removing unused dependencies:
 centos-gpg-keys                 noarch               8.1-1.1911.0.8.el8                  @anaconda               3.3 k
 centos-release                  x86_64               8.1-1.1911.0.8.el8                  @anaconda                25 k
 gssproxy                        x86_64               0.8.0-14.el8                        @anaconda               393 k
 keyutils                        x86_64               1.5.10-6.el8                        @anaconda               115 k
 libverto-libevent               x86_64               0.3.0-5.el8                         @anaconda                12 k
 quota                           x86_64               1:4.04-10.el8                       @anaconda               949 k
 quota-nls                       noarch               1:4.04-10.el8                       @anaconda               277 k
 rpcbind                         x86_64               1.2.5-4.el8                         @anaconda               137 k

Transaction Summary
========================================================================================================================
Remove  13 Packages

Freed space: 11 M
Is this ok [y/N]: y
Running transaction check
Transaction check succeeded.
Running transaction test
Transaction test succeeded.
Running transaction
  Preparing        :                                                                                                1/1
  Running scriptlet: nfs-utils-1:2.3.3-26.el8.x86_64                                                                1/1
  Running scriptlet: nfs-utils-1:2.3.3-26.el8.x86_64                                                               1/13
  Erasing          : nfs-utils-1:2.3.3-26.el8.x86_64                                                               1/13
warning: file /var/lib/nfs/v4recovery: remove failed: No such file or directory
warning: file /var/lib/nfs/statd/sm.bak: remove failed: No such file or directory
warning: file /var/lib/nfs/statd/sm: remove failed: No such file or directory
warning: file /var/lib/nfs/statd: remove failed: No such file or directory
warning: directory /var/lib/nfs/rpc_pipefs: remove failed: Device or resource busy

  Running scriptlet: nfs-utils-1:2.3.3-26.el8.x86_64                                                               1/13
  Running scriptlet: rpcbind-1.2.5-4.el8.x86_64                                                                    2/13
  Erasing          : rpcbind-1.2.5-4.el8.x86_64                                                                    2/13
  Running scriptlet: rpcbind-1.2.5-4.el8.x86_64                                                                    2/13
  Running scriptlet: initscripts-10.00.4-1.el8.x86_64                                                              3/13
  Erasing          : initscripts-10.00.4-1.el8.x86_64                                                              3/13
  Running scriptlet: initscripts-10.00.4-1.el8.x86_64                                                              3/13
  Erasing          : shadow-utils-2:4.6-8.el8.x86_64                                                               4/13
  Erasing          : setup-2.12.2-2.el8.noarch                                                                     5/13
warning: /etc/shadow saved as /etc/shadow.rpmsave
warning: /etc/passwd saved as /etc/passwd.rpmsave
warning: /etc/gshadow saved as /etc/gshadow.rpmsave
warning: /etc/group saved as /etc/group.rpmsave

  Erasing          : centos-release-8.1-1.1911.0.8.el8.x86_64                                                      6/13
  Running scriptlet: centos-release-8.1-1.1911.0.8.el8.x86_64                                                      6/13
  Erasing          : centos-repos-8.1-1.1911.0.8.el8.x86_64                                                        7/13
  Running scriptlet: gssproxy-0.8.0-14.el8.x86_64                                                                  8/13
  Erasing          : gssproxy-0.8.0-14.el8.x86_64                                                                  8/13
  Running scriptlet: gssproxy-0.8.0-14.el8.x86_64                                                                  8/13
  Erasing          : quota-1:4.04-10.el8.x86_64                                                                    9/13
  Erasing          : quota-nls-1:4.04-10.el8.noarch                                                               10/13
  Erasing          : centos-gpg-keys-8.1-1.1911.0.8.el8.noarch                                                    11/13
  Erasing          : libverto-libevent-0.3.0-5.el8.x86_64                                                         12/13
  Erasing          : keyutils-1.5.10-6.el8.x86_64                                                                 13/13
  Running scriptlet: keyutils-1.5.10-6.el8.x86_64                                                                 13/13
  Verifying        : centos-gpg-keys-8.1-1.1911.0.8.el8.noarch                                                     1/13
  Verifying        : centos-release-8.1-1.1911.0.8.el8.x86_64                                                      2/13
  Verifying        : centos-repos-8.1-1.1911.0.8.el8.x86_64                                                        3/13
  Verifying        : gssproxy-0.8.0-14.el8.x86_64                                                                  4/13
  Verifying        : initscripts-10.00.4-1.el8.x86_64                                                              5/13
  Verifying        : keyutils-1.5.10-6.el8.x86_64                                                                  6/13
  Verifying        : libverto-libevent-0.3.0-5.el8.x86_64                                                          7/13
  Verifying        : nfs-utils-1:2.3.3-26.el8.x86_64                                                               8/13
  Verifying        : quota-1:4.04-10.el8.x86_64                                                                    9/13
  Verifying        : quota-nls-1:4.04-10.el8.noarch                                                               10/13
  Verifying        : rpcbind-1.2.5-4.el8.x86_64                                                                   11/13
  Verifying        : setup-2.12.2-2.el8.noarch                                                                    12/13
  Verifying        : shadow-utils-2:4.6-8.el8.x86_64                                                              13/13

Removed:
  centos-repos-8.1-1.1911.0.8.el8.x86_64    initscripts-10.00.4-1.el8.x86_64  nfs-utils-1:2.3.3-26.el8.x86_64
  setup-2.12.2-2.el8.noarch                 shadow-utils-2:4.6-8.el8.x86_64   centos-gpg-keys-8.1-1.1911.0.8.el8.noarch
  centos-release-8.1-1.1911.0.8.el8.x86_64  gssproxy-0.8.0-14.el8.x86_64      keyutils-1.5.10-6.el8.x86_64
  libverto-libevent-0.3.0-5.el8.x86_64      quota-1:4.04-10.el8.x86_64        quota-nls-1:4.04-10.el8.noarch
  rpcbind-1.2.5-4.el8.x86_64

Complete!
[root@tokio ~]# dnf remove centos-repos^C
[root@tokio ~]# rpm -i ./
anaconda-ks.cfg                             centos-stream-release-8.5-2.el8.noarch.rpm
.bash_history                               centos-stream-repos-8-3.el8.noarch.rpm
.bash_logout                                .cshrc
.bash_profile                               original-ks.cfg
.bashrc                                     .ssh/
centos-gpg-keys-8-3.el8.noarch.rpm          .tcshrc
[root@tokio ~]# rpm -i ./centos-gpg-keys-8-3.el8.noarch.rpm
warning: ./centos-gpg-keys-8-3.el8.noarch.rpm: Header V3 RSA/SHA256 Signature, key ID 8483c65d: NOKEY
	package centos-gpg-keys-1:8-3.el8.noarch is already installed
[root@tokio ~]# rpm -i ./centos-stream-release-8.5-2.el8.noarch.rpm
warning: ./centos-stream-release-8.5-2.el8.noarch.rpm: Header V3 RSA/SHA256 Signature, key ID 8483c65d: NOKEY
[root@tokio ~]# rpm -i ./centos-stream-repos-8-3.el8.noarch.rpm
warning: ./centos-stream-repos-8-3.el8.noarch.rpm: Header V3 RSA/SHA256 Signature, key ID 8483c65d: NOKEY
[root@tokio ~]# yum update
CentOS Stream 8 - AppStream                                                             6.0 MB/s |  20 MB     00:03
CentOS Stream 8 - BaseOS                                                                6.1 MB/s |  19 MB     00:03
CentOS Stream 8 - Extras                                                                 15 kB/s |  18 kB     00:01
Dependencies resolved.
========================================================================================================================
 Package                              Architecture    Version                                  Repository          Size
========================================================================================================================
Installing:
 kernel                               x86_64          4.18.0-365.el8                           baseos             7.7 M
 kernel-core                          x86_64          4.18.0-365.el8                           baseos              39 M
 kernel-modules                       x86_64          4.18.0-365.el8                           baseos              31 M
Upgrading:
 authselect-compat                    x86_64          1.2.2-3.el8                              appstream           38 k
 libfastjson                          x86_64          0.99.9-1.el8                             appstream           38 k
 libmaxminddb                         x86_64          1.2.0-10.el8                             appstream           33 k
 libxkbcommon                         x86_64          0.9.1-1.el8                              appstream          116 k
 oddjob                               x86_64          0.34.7-1.el8                             appstream           80 k
 oddjob-mkhomedir                     x86_64          0.34.7-1.el8                             appstream           49 k
 plymouth                             x86_64          0.9.4-10.20200615git1e36e30.el8          appstream          127 k
 plymouth-core-libs                   x86_64          0.9.4-10.20200615git1e36e30.el8          appstream          122 k
 plymouth-scripts                     x86_64          0.9.4-10.20200615git1e36e30.el8          appstream           44 k
 python3-newt                         x86_64          0.52.20-11.el8                           appstream           64 k
 python3-pyOpenSSL                    noarch          19.0.0-1.el8                             appstream          103 k
 python3-unbound                      x86_64          1.7.3-17.el8                             appstream          119 k
 rsyslog                              x86_64          8.2102.0-7.el8                           appstream          752 k
 unbound-libs                         x86_64          1.7.3-17.el8                             appstream          503 k
 xkeyboard-config                     noarch          2.28-1.el8                               appstream          782 k
 NetworkManager                       x86_64          1:1.36.0-0.9.el8                         baseos             2.3 M
 NetworkManager-libnm                 x86_64          1:1.36.0-0.9.el8                         baseos             1.8 M
 NetworkManager-team                  x86_64          1:1.36.0-0.9.el8                         baseos             152 k
 NetworkManager-tui                   x86_64          1:1.36.0-0.9.el8                         baseos             345 k
 audit                                x86_64          3.0.7-1.el8                              baseos             263 k
 audit-libs                           x86_64          3.0.7-1.el8                              baseos             122 k
 authselect                           x86_64          1.2.2-3.el8                              baseos             133 k
 authselect-libs                      x86_64          1.2.2-3.el8                              baseos             222 k
 bash                                 x86_64          4.4.20-3.el8                             baseos             1.5 M
 bind-export-libs                     x86_64          32:9.11.36-2.el8                         baseos             1.1 M
 brotli                               x86_64          1.0.6-3.el8                              baseos             323 k
 c-ares                               x86_64          1.13.0-6.el8                             baseos              93 k
 ca-certificates                      noarch          2021.2.50-82.el8                         baseos             390 k
 centos-gpg-keys                      noarch          1:8-4.el8                                baseos              12 k
 centos-stream-release                noarch          8.6-1.el8                                baseos              22 k
 centos-stream-repos                  noarch          8-4.el8                                  baseos              20 k
 chkconfig                            x86_64          1.19.1-1.el8                             baseos             198 k
 chrony                               x86_64          4.1-1.el8                                baseos             327 k
 coreutils                            x86_64          8.30-12.el8                              baseos             1.2 M
 coreutils-common                     x86_64          8.30-12.el8                              baseos             2.0 M
 cpio                                 x86_64          2.12-11.el8                              baseos             266 k
 cronie                               x86_64          1.5.2-6.el8                              baseos             118 k
 cronie-anacron                       x86_64          1.5.2-6.el8                              baseos              42 k
 crontabs                             noarch          1.11-17.20190603git.el8                  baseos              25 k
 crypto-policies                      noarch          20211116-1.gitae470d6.el8                baseos              64 k
 cryptsetup-libs                      x86_64          2.3.7-1.el8                              baseos             487 k
 curl                                 x86_64          7.61.1-22.el8                            baseos             351 k
 cyrus-sasl-lib                       x86_64          2.1.27-5.el8                             baseos             123 k
 dbus                                 x86_64          1:1.12.8-18.el8                          baseos              41 k
 dbus-common                          noarch          1:1.12.8-18.el8                          baseos              46 k
 dbus-daemon                          x86_64          1:1.12.8-18.el8                          baseos             240 k
 dbus-libs                            x86_64          1:1.12.8-18.el8                          baseos             184 k
 dbus-tools                           x86_64          1:1.12.8-18.el8                          baseos              85 k
 device-mapper                        x86_64          8:1.02.181-3.el8                         baseos             377 k
 device-mapper-libs                   x86_64          8:1.02.181-3.el8                         baseos             410 k
 dhcp-client                          x86_64          12:4.3.6-47.el8.0.1                      baseos             318 k
 dhcp-common                          noarch          12:4.3.6-47.el8.0.1                      baseos             207 k
 dhcp-libs                            x86_64          12:4.3.6-47.el8.0.1                      baseos             148 k
 diffutils                            x86_64          3.6-6.el8                                baseos             358 k
 dmidecode                            x86_64          1:3.3-1.el8                              baseos              92 k
 dnf                                  noarch          4.7.0-7.el8                              baseos             544 k
 dnf-data                             noarch          4.7.0-7.el8                              baseos             155 k
 dnf-plugins-core                     noarch          4.0.21-10.el8                            baseos              71 k
 dracut                               x86_64          049-201.git20220131.el8                  baseos             376 k
 dracut-config-rescue                 x86_64          049-201.git20220131.el8                  baseos              61 k
 dracut-network                       x86_64          049-201.git20220131.el8                  baseos             109 k
 dracut-squash                        x86_64          049-201.git20220131.el8                  baseos              62 k
 e2fsprogs                            x86_64          1.45.6-3.el8                             baseos             1.0 M
 e2fsprogs-libs                       x86_64          1.45.6-3.el8                             baseos             233 k
 elfutils-default-yama-scope          noarch          0.186-1.el8                              baseos              50 k
 elfutils-libelf                      x86_64          0.186-1.el8                              baseos             229 k
 elfutils-libs                        x86_64          0.186-1.el8                              baseos             295 k
 ethtool                              x86_64          2:5.13-1.el8                             baseos             219 k
 expat                                x86_64          2.2.5-5.el8                              baseos             112 k
 file                                 x86_64          5.33-20.el8                              baseos              77 k
 file-libs                            x86_64          5.33-20.el8                              baseos             543 k
 filesystem                           x86_64          3.8-6.el8                                baseos             1.1 M
 firewalld                            noarch          0.9.3-11.el8                             baseos             503 k
 firewalld-filesystem                 noarch          0.9.3-11.el8                             baseos              78 k
 freetype                             x86_64          2.9.1-4.el8_3.1                          baseos             394 k
 fuse-libs                            x86_64          2.9.7-14.el8                             baseos             102 k
 gawk                                 x86_64          4.2.1-2.el8                              baseos             1.1 M
 glib2                                x86_64          2.56.4-158.el8                           baseos             2.5 M
 glibc                                x86_64          2.28-189.el8                             baseos             2.2 M
 glibc-common                         x86_64          2.28-189.el8                             baseos             1.3 M
 glibc-langpack-en                    x86_64          2.28-189.el8                             baseos             834 k
 gnupg2                               x86_64          2.2.20-2.el8                             baseos             2.4 M
 gnupg2-smime                         x86_64          2.2.20-2.el8                             baseos             283 k
 gnutls                               x86_64          3.6.16-4.el8                             baseos             1.0 M
 gpgme                                x86_64          1.13.1-11.el8                            baseos             336 k
 grub2-common                         noarch          1:2.02-106.el8                           baseos             891 k
 grub2-pc                             x86_64          1:2.02-106.el8                           baseos              42 k
 grub2-pc-modules                     noarch          1:2.02-106.el8                           baseos             916 k
 grub2-tools                          x86_64          1:2.02-106.el8                           baseos             2.0 M
 grub2-tools-extra                    x86_64          1:2.02-106.el8                           baseos             1.1 M
 grub2-tools-minimal                  x86_64          1:2.02-106.el8                           baseos             210 k
 grubby                               x86_64          8.40-42.el8                              baseos              49 k
 gzip                                 x86_64          1.9-12.el8                               baseos             167 k
 hdparm                               x86_64          9.54-4.el8                               baseos             100 k
 hostname                             x86_64          3.20-7.el8.0.1                           baseos              32 k
 hwdata                               noarch          0.314-8.12.el8                           baseos             1.7 M
 ima-evm-utils                        x86_64          1.3.2-12.el8                             baseos              64 k
 info                                 x86_64          6.5-7.el8_5                              baseos             198 k
 ipcalc                               x86_64          0.2.4-4.el8                              baseos              38 k
 iproute                              x86_64          5.15.0-3.el8                             baseos             796 k
 iprutils                             x86_64          2.4.19-1.el8                             baseos             255 k
 iptables                             x86_64          1.8.4-22.el8                             baseos             584 k
 iptables-ebtables                    x86_64          1.8.4-22.el8                             baseos              72 k
 iptables-libs                        x86_64          1.8.4-22.el8                             baseos             108 k
 iputils                              x86_64          20180629-9.el8                           baseos             148 k
 irqbalance                           x86_64          2:1.4.0-6.el8                            baseos              56 k
 iwl100-firmware                      noarch          39.31.5.1-106.el8.1                      baseos             174 k
 iwl1000-firmware                     noarch          1:39.31.5.1-106.el8.1                    baseos             237 k
 iwl105-firmware                      noarch          18.168.6.1-106.el8.1                     baseos             258 k
 iwl135-firmware                      noarch          18.168.6.1-106.el8.1                     baseos             267 k
 iwl2000-firmware                     noarch          18.168.6.1-106.el8.1                     baseos             261 k
 iwl2030-firmware                     noarch          18.168.6.1-106.el8.1                     baseos             269 k
 iwl3160-firmware                     noarch          1:25.30.13.0-106.el8.1                   baseos             1.7 M
 iwl3945-firmware                     noarch          15.32.2.9-106.el8.1                      baseos             112 k
 iwl4965-firmware                     noarch          228.61.2.24-106.el8.1                    baseos             125 k
 iwl5000-firmware                     noarch          8.83.5.1_1-106.el8.1                     baseos             318 k
 iwl5150-firmware                     noarch          8.24.2.2-106.el8.1                       baseos             170 k
 iwl6000-firmware                     noarch          9.221.4.1-106.el8.1                      baseos             191 k
 iwl6000g2a-firmware                  noarch          18.168.6.1-106.el8.1                     baseos             334 k
 iwl6050-firmware                     noarch          41.28.5.1-106.el8.1                      baseos             267 k
 iwl7260-firmware                     noarch          1:25.30.13.0-106.el8.1                   baseos              23 M
 jansson                              x86_64          2.14-1.el8                               baseos              47 k
 json-c                               x86_64          0.13.1-3.el8                             baseos              41 k
 kbd                                  x86_64          2.0.4-10.el8                             baseos             390 k
 kbd-legacy                           noarch          2.0.4-10.el8                             baseos             481 k
 kbd-misc                             noarch          2.0.4-10.el8                             baseos             1.5 M
 kernel-tools                         x86_64          4.18.0-365.el8                           baseos             7.9 M
 kernel-tools-libs                    x86_64          4.18.0-365.el8                           baseos             7.7 M
 kexec-tools                          x86_64          2.0.20-68.el8                            baseos             523 k
 keyutils-libs                        x86_64          1.5.10-9.el8                             baseos              34 k
 kmod                                 x86_64          25-19.el8                                baseos             126 k
 kmod-libs                            x86_64          25-19.el8                                baseos              68 k
 kpartx                               x86_64          0.8.4-22.el8                             baseos             114 k
 krb5-libs                            x86_64          1.18.2-14.el8                            baseos             840 k
 libarchive                           x86_64          3.3.3-3.el8_5                            baseos             360 k
 libblkid                             x86_64          2.32.1-32.el8                            baseos             218 k
 libcap                               x86_64          2.48-2.el8                               baseos              74 k
 libcap-ng                            x86_64          0.7.11-1.el8                             baseos              33 k
 libcom_err                           x86_64          1.45.6-3.el8                             baseos              49 k
 libcomps                             x86_64          0.1.18-1.el8                             baseos              82 k
 libcroco                             x86_64          0.6.12-4.el8_2.1                         baseos             113 k
 libcurl                              x86_64          7.61.1-22.el8                            baseos             301 k
 libdb                                x86_64          5.3.28-42.el8_4                          baseos             751 k
 libdb-utils                          x86_64          5.3.28-42.el8_4                          baseos             150 k
 libdnf                               x86_64          0.63.0-7.el8                             baseos             701 k
 libfdisk                             x86_64          2.32.1-32.el8                            baseos             252 k
 libffi                               x86_64          3.1-23.el8                               baseos              37 k
 libgcc                               x86_64          8.5.0-10.el8                             baseos              80 k
 libgcrypt                            x86_64          1.8.5-6.el8                              baseos             463 k
 libgomp                              x86_64          8.5.0-10.el8                             baseos             207 k
 libkcapi                             x86_64          1.2.0-2.el8                              baseos              48 k
 libkcapi-hmaccalc                    x86_64          1.2.0-2.el8                              baseos              31 k
 libldb                               x86_64          2.4.1-1.el8                              baseos             188 k
 libmodulemd1                         x86_64          1.8.16-0.2.13.0.1                        baseos             176 k
 libmount                             x86_64          2.32.1-32.el8                            baseos             235 k
 libndp                               x86_64          1.7-6.el8                                baseos              40 k
 libnfsidmap                          x86_64          1:2.3.3-50.el8                           baseos             121 k
 libnftnl                             x86_64          1.1.5-5.el8                              baseos              83 k
 libnghttp2                           x86_64          1.33.0-3.el8_2.1                         baseos              77 k
 libnl3                               x86_64          3.5.0-1.el8                              baseos             320 k
 libnl3-cli                           x86_64          3.5.0-1.el8                              baseos             193 k
 libpcap                              x86_64          14:1.9.1-5.el8                           baseos             169 k
 libpsl                               x86_64          0.20.2-6.el8                             baseos              61 k
 libpwquality                         x86_64          1.4.4-3.el8                              baseos             107 k
 librepo                              x86_64          1.14.2-1.el8                             baseos              93 k
 libreport-filesystem                 x86_64          2.9.5-15.el8                             baseos              21 k
 libseccomp                           x86_64          2.5.2-1.el8                              baseos              71 k
 libselinux                           x86_64          2.9-5.el8                                baseos             165 k
 libselinux-utils                     x86_64          2.9-5.el8                                baseos             243 k
 libsemanage                          x86_64          2.9-6.el8                                baseos             165 k
 libsepol                             x86_64          2.9-3.el8                                baseos             340 k
 libsmartcols                         x86_64          2.32.1-32.el8                            baseos             178 k
 libsolv                              x86_64          0.7.20-1.el8                             baseos             375 k
 libss                                x86_64          1.45.6-3.el8                             baseos              54 k
 libssh                               x86_64          0.9.6-3.el8                              baseos             216 k
 libssh-config                        noarch          0.9.6-3.el8                              baseos              19 k
 libsss_autofs                        x86_64          2.6.1-2.el8                              baseos             119 k
 libsss_certmap                       x86_64          2.6.1-2.el8                              baseos             162 k
 libsss_idmap                         x86_64          2.6.1-2.el8                              baseos             121 k
 libsss_nss_idmap                     x86_64          2.6.1-2.el8                              baseos             128 k
 libsss_sudo                          x86_64          2.6.1-2.el8                              baseos             117 k
 libstdc++                            x86_64          8.5.0-10.el8                             baseos             453 k
 libsysfs                             x86_64          2.1.0-25.el8                             baseos              53 k
 libtalloc                            x86_64          2.3.3-1.el8                              baseos              49 k
 libtdb                               x86_64          1.4.4-1.el8                              baseos              59 k
 libteam                              x86_64          1.31-2.el8                               baseos              64 k
 libtevent                            x86_64          0.11.0-0.el8                             baseos              50 k
 libtirpc                             x86_64          1.1.4-6.el8                              baseos             113 k
 libusbx                              x86_64          1.0.23-4.el8                             baseos              74 k
 libuser                              x86_64          0.62-24.el8                              baseos             414 k
 libuuid                              x86_64          2.32.1-32.el8                            baseos              97 k
 libxcrypt                            x86_64          4.1.1-6.el8                              baseos              73 k
 libxml2                              x86_64          2.9.7-11.el8                             baseos             696 k
 linux-firmware                       noarch          20220210-106.git6342082c.el8             baseos             194 M
 logrotate                            x86_64          3.14.0-4.el8                             baseos              86 k
 lshw                                 x86_64          B.02.19.2-6.el8                          baseos             341 k
 lsscsi                               x86_64          0.32-3.el8                               baseos              71 k
 lua-libs                             x86_64          5.3.4-12.el8                             baseos             118 k
 lz4-libs                             x86_64          1.8.3-3.el8_4                            baseos              66 k
 man-db                               x86_64          2.7.6.1-18.el8                           baseos             887 k
 microcode_ctl                        x86_64          4:20220207-1.el8                         baseos             5.5 M
 mozjs60                              x86_64          60.9.0-4.el8                             baseos             6.6 M
 ncurses                              x86_64          6.1-9.20180224.el8                       baseos             387 k
 ncurses-base                         noarch          6.1-9.20180224.el8                       baseos              81 k
 ncurses-libs                         x86_64          6.1-9.20180224.el8                       baseos             334 k
 net-tools                            x86_64          2.0-0.52.20160912git.el8                 baseos             322 k
 nettle                               x86_64          3.4.1-7.el8                              baseos             301 k
 newt                                 x86_64          0.52.20-11.el8                           baseos             121 k
 nftables                             x86_64          1:0.9.3-24.el8                           baseos             323 k
 numactl-libs                         x86_64          2.0.12-13.el8                            baseos              36 k
 openldap                             x86_64          2.4.46-18.el8                            baseos             352 k
 openssh                              x86_64          8.0p1-12.el8                             baseos             522 k
 openssh-clients                      x86_64          8.0p1-12.el8                             baseos             668 k
 openssh-server                       x86_64          8.0p1-12.el8                             baseos             491 k
 openssl                              x86_64          1:1.1.1k-5.el8_5                         baseos             709 k
 openssl-libs                         x86_64          1:1.1.1k-5.el8_5                         baseos             1.5 M
 openssl-pkcs11                       x86_64          0.4.10-2.el8                             baseos              66 k
 os-prober                            x86_64          1.74-9.el8                               baseos              51 k
 p11-kit                              x86_64          0.23.22-1.el8                            baseos             324 k
 p11-kit-trust                        x86_64          0.23.22-1.el8                            baseos             137 k
 pam                                  x86_64          1.3.1-16.el8                             baseos             739 k
 parted                               x86_64          3.2-39.el8                               baseos             555 k
 passwd                               x86_64          0.80-4.el8                               baseos             115 k
 pciutils-libs                        x86_64          3.7.0-1.el8                              baseos              54 k
 pcre                                 x86_64          8.42-6.el8                               baseos             211 k
 pcre2                                x86_64          10.32-2.el8                              baseos             246 k
 pigz                                 x86_64          2.4-4.el8                                baseos              79 k
 platform-python                      x86_64          3.6.8-45.el8                             baseos              85 k
 platform-python-pip                  noarch          9.0.3-22.el8                             baseos             1.6 M
 platform-python-setuptools           noarch          39.2.0-6.el8                             baseos             632 k
 policycoreutils                      x86_64          2.9-18.el8                               baseos             375 k
 polkit                               x86_64          0.115-13.el8_5.1                         baseos             154 k
 polkit-libs                          x86_64          0.115-13.el8_5.1                         baseos              76 k
 popt                                 x86_64          1.18-1.el8                               baseos              61 k
 procps-ng                            x86_64          3.3.15-6.el8                             baseos             329 k
 psmisc                               x86_64          23.1-5.el8                               baseos             151 k
 python3-cryptography                 x86_64          3.2.1-5.el8                              baseos             559 k
 python3-dnf                          noarch          4.7.0-7.el8                              baseos             545 k
 python3-dnf-plugins-core             noarch          4.0.21-10.el8                            baseos             230 k
 python3-firewall                     noarch          0.9.3-11.el8                             baseos             433 k
 python3-gobject-base                 x86_64          3.28.3-2.el8                             baseos             313 k
 python3-gpg                          x86_64          1.13.1-11.el8                            baseos             244 k
 python3-hawkey                       x86_64          0.63.0-7.el8                             baseos             116 k
 python3-libcomps                     x86_64          0.1.18-1.el8                             baseos              52 k
 python3-libdnf                       x86_64          0.63.0-7.el8                             baseos             778 k
 python3-librepo                      x86_64          1.14.2-1.el8                             baseos              53 k
 python3-libs                         x86_64          3.6.8-45.el8                             baseos             7.8 M
 python3-libselinux                   x86_64          2.9-5.el8                                baseos             283 k
 python3-libxml2                      x86_64          2.9.7-11.el8                             baseos             237 k
 python3-linux-procfs                 noarch          0.7.0-1.el8                              baseos              42 k
 python3-perf                         x86_64          4.18.0-365.el8                           baseos             7.9 M
 python3-pip-wheel                    noarch          9.0.3-22.el8                             baseos             895 k
 python3-ply                          noarch          3.9-9.el8                                baseos             111 k
 python3-rpm                          x86_64          4.14.3-22.el8                            baseos             155 k
 python3-setuptools-wheel             noarch          39.2.0-6.el8                             baseos             289 k
 python3-syspurpose                   x86_64          1.28.25-1.el8                            baseos             324 k
 rng-tools                            x86_64          6.14-4.git.b2b7934e.el8                  baseos              72 k
 rpm                                  x86_64          4.14.3-22.el8                            baseos             543 k
 rpm-build-libs                       x86_64          4.14.3-22.el8                            baseos             157 k
 rpm-libs                             x86_64          4.14.3-22.el8                            baseos             345 k
 rpm-plugin-selinux                   x86_64          4.14.3-22.el8                            baseos              77 k
 rpm-plugin-systemd-inhibit           x86_64          4.14.3-22.el8                            baseos              79 k
 sed                                  x86_64          4.5-5.el8                                baseos             298 k
 selinux-policy                       noarch          3.14.3-92.el8                            baseos             643 k
 selinux-policy-targeted              noarch          3.14.3-92.el8                            baseos              15 M
 sg3_utils                            x86_64          1.44-5.el8                               baseos             917 k
 sg3_utils-libs                       x86_64          1.44-5.el8                               baseos              99 k
 snappy                               x86_64          1.1.8-3.el8                              baseos              37 k
 sqlite-libs                          x86_64          3.26.0-15.el8                            baseos             581 k
 squashfs-tools                       x86_64          4.3-20.el8                               baseos             165 k
 sssd-client                          x86_64          2.6.1-2.el8                              baseos             224 k
 sssd-common                          x86_64          2.6.1-2.el8                              baseos             1.6 M
 sssd-kcm                             x86_64          2.6.1-2.el8                              baseos             250 k
 sssd-nfs-idmap                       x86_64          2.6.1-2.el8                              baseos             118 k
 sudo                                 x86_64          1.8.29-8.el8                             baseos             925 k
 systemd                              x86_64          239-58.el8                               baseos             3.6 M
 systemd-libs                         x86_64          239-58.el8                               baseos             1.1 M
 systemd-pam                          x86_64          239-58.el8                               baseos             483 k
 systemd-udev                         x86_64          239-58.el8                               baseos             1.6 M
 teamd                                x86_64          1.31-2.el8                               baseos             130 k
 trousers                             x86_64          0.3.15-1.el8                             baseos             152 k
 trousers-lib                         x86_64          0.3.15-1.el8                             baseos             168 k
 tuned                                noarch          2.18.0-2.el8                             baseos             316 k
 tzdata                               noarch          2021e-1.el8                              baseos             474 k
 util-linux                           x86_64          2.32.1-32.el8                            baseos             2.5 M
 vim-minimal                          x86_64          2:8.0.1763-16.el8_5.12                   baseos             575 k
 virt-what                            x86_64          1.18-13.el8                              baseos              36 k
 which                                x86_64          2.21-17.el8                              baseos              49 k
 xfsprogs                             x86_64          5.0.0-10.el8                             baseos             1.1 M
 yum                                  noarch          4.7.0-7.el8                              baseos             201 k
 zlib                                 x86_64          1.2.11-17.el8                            baseos             102 k
Installing dependencies:
 grub2-tools-efi                      x86_64          1:2.02-106.el8                           baseos             474 k
 initscripts                          x86_64          10.00.17-1.el8                           baseos             340 k
 libbpf                               x86_64          0.4.0-3.el8                              baseos             125 k
 libibverbs                           x86_64          37.2-1.el8                               baseos             384 k
 libmodulemd                          x86_64          2.13.0-1.el8                             baseos             233 k
 libzstd                              x86_64          1.4.4-1.el8                              baseos             266 k
 lmdb-libs                            x86_64          0.9.24-1.el8                             baseos              58 k
 python3-nftables                     x86_64          1:0.9.3-24.el8                           baseos              29 k
 setup                                noarch          2.12.2-6.el8                             baseos             181 k
 shadow-utils                         x86_64          2:4.6-16.el8                             baseos             1.2 M
 tpm2-tss                             x86_64          2.3.2-4.el8                              baseos             275 k
Installing weak dependencies:
 glibc-gconv-extra                    x86_64          2.28-189.el8                             appstream          1.5 M
 crypto-policies-scripts              noarch          20211116-1.gitae470d6.el8                baseos              83 k
 elfutils-debuginfod-client           x86_64          0.186-1.el8                              baseos              71 k
 memstrack                            x86_64          0.1.11-1.el8                             baseos              48 k

Transaction Summary
========================================================================================================================
Install   18 Packages
Upgrade  291 Packages

Total download size: 463 M
Is this ok [y/N]: y
Downloading Packages:

Everything goes fine