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YAXArrays documentation. Examples form ESDL #262

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Work in progress. Don't merge yet

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Benchmark result

Judge result

Benchmark Report for /home/runner/work/YAXArrays.jl/YAXArrays.jl

Job Properties

  • Time of benchmarks:
    • Target: 21 Jun 2023 - 10:36
    • Baseline: 21 Jun 2023 - 10:36
  • Package commits:
    • Target: 3e1788
    • Baseline: 922731
  • Julia commits:
    • Target: 147bdf
    • Baseline: 147bdf
  • Julia command flags:
    • Target: None
    • Baseline: None
  • Environment variables:
    • Target: None
    • Baseline: None

Results

A ratio greater than 1.0 denotes a possible regression (marked with ❌), while a ratio less
than 1.0 denotes a possible improvement (marked with ✅). Only significant results - results
that indicate possible regressions or improvements - are shown below (thus, an empty table means that all
benchmark results remained invariant between builds).

ID time ratio memory ratio
["mapslices", "small"] 0.01 (5%) ✅ 0.23 (1%) ✅

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["mapslices"]

Julia versioninfo

Target

Julia Version 1.9.1
Commit 147bdf428cd (2023-06-07 08:27 UTC)
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.2 LTS
  uname: Linux 5.15.0-1039-azure #46-Ubuntu SMP Mon May 22 15:18:07 UTC 2023 x86_64 x86_64
  CPU: Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz: 
              speed         user         nice          sys         idle          irq
       #1  2593 MHz       1331 s          0 s        200 s        660 s          0 s
       #2  2593 MHz        777 s          0 s        193 s       1200 s          0 s
  Memory: 6.7812042236328125 GB (2659.3203125 MB free)
  Uptime: 223.43 sec
  Load Avg:  1.48  0.99  0.43
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, skylake-avx512)
  Threads: 1 on 2 virtual cores

Baseline

Julia Version 1.9.1
Commit 147bdf428cd (2023-06-07 08:27 UTC)
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.2 LTS
  uname: Linux 5.15.0-1039-azure #46-Ubuntu SMP Mon May 22 15:18:07 UTC 2023 x86_64 x86_64
  CPU: Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz: 
              speed         user         nice          sys         idle          irq
       #1  2593 MHz       1359 s          0 s        201 s        924 s          0 s
       #2  2593 MHz       1039 s          0 s        199 s       1224 s          0 s
  Memory: 6.7812042236328125 GB (5057.6953125 MB free)
  Uptime: 252.94 sec
  Load Avg:  1.29  0.99  0.45
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, skylake-avx512)
  Threads: 1 on 2 virtual cores

Target result

Benchmark Report for /home/runner/work/YAXArrays.jl/YAXArrays.jl

Job Properties

  • Time of benchmark: 21 Jun 2023 - 10:36
  • Package commit: 3e1788
  • Julia commit: 147bdf
  • Julia command flags: None
  • Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID time GC time memory allocations
["mapslices", "small"] 189.620 ms (5%) 5.411 ms 325.11 MiB (1%) 41608

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["mapslices"]

Julia versioninfo

Julia Version 1.9.1
Commit 147bdf428cd (2023-06-07 08:27 UTC)
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.2 LTS
  uname: Linux 5.15.0-1039-azure #46-Ubuntu SMP Mon May 22 15:18:07 UTC 2023 x86_64 x86_64
  CPU: Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz: 
              speed         user         nice          sys         idle          irq
       #1  2593 MHz       1331 s          0 s        200 s        660 s          0 s
       #2  2593 MHz        777 s          0 s        193 s       1200 s          0 s
  Memory: 6.7812042236328125 GB (2659.3203125 MB free)
  Uptime: 223.43 sec
  Load Avg:  1.48  0.99  0.43
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, skylake-avx512)
  Threads: 1 on 2 virtual cores

Baseline result

Benchmark Report for /home/runner/work/YAXArrays.jl/YAXArrays.jl

Job Properties

  • Time of benchmark: 21 Jun 2023 - 10:36
  • Package commit: 922731
  • Julia commit: 147bdf
  • Julia command flags: None
  • Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID time GC time memory allocations
["mapslices", "small"] 13.719 s (5%) 461.339 ms 1.37 GiB (1%) 18344635

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["mapslices"]

Julia versioninfo

Julia Version 1.9.1
Commit 147bdf428cd (2023-06-07 08:27 UTC)
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.2 LTS
  uname: Linux 5.15.0-1039-azure #46-Ubuntu SMP Mon May 22 15:18:07 UTC 2023 x86_64 x86_64
  CPU: Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz: 
              speed         user         nice          sys         idle          irq
       #1  2593 MHz       1359 s          0 s        201 s        924 s          0 s
       #2  2593 MHz       1039 s          0 s        199 s       1224 s          0 s
  Memory: 6.7812042236328125 GB (5057.6953125 MB free)
  Uptime: 252.94 sec
  Load Avg:  1.29  0.99  0.45
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, skylake-avx512)
  Threads: 1 on 2 virtual cores

Runtime information

Runtime Info
BLAS #threads 1
BLAS.vendor() lbt
Sys.CPU_THREADS 2

lscpu output:

Architecture:                    x86_64
CPU op-mode(s):                  32-bit, 64-bit
Address sizes:                   46 bits physical, 48 bits virtual
Byte Order:                      Little Endian
CPU(s):                          2
On-line CPU(s) list:             0,1
Vendor ID:                       GenuineIntel
Model name:                      Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
CPU family:                      6
Model:                           85
Thread(s) per core:              1
Core(s) per socket:              2
Socket(s):                       1
Stepping:                        7
BogoMIPS:                        5187.81
Flags:                           fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology cpuid pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase bmi1 hle avx2 smep bmi2 erms invpcid rtm avx512f avx512dq rdseed adx smap clflushopt avx512cd avx512bw avx512vl xsaveopt xsavec xsaves md_clear
Hypervisor vendor:               Microsoft
Virtualization type:             full
L1d cache:                       64 KiB (2 instances)
L1i cache:                       64 KiB (2 instances)
L2 cache:                        2 MiB (2 instances)
L3 cache:                        35.8 MiB (1 instance)
NUMA node(s):                    1
NUMA node0 CPU(s):               0,1
Vulnerability Itlb multihit:     KVM: Mitigation: VMX unsupported
Vulnerability L1tf:              Mitigation; PTE Inversion
Vulnerability Mds:               Mitigation; Clear CPU buffers; SMT Host state unknown
Vulnerability Meltdown:          Mitigation; PTI
Vulnerability Mmio stale data:   Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown
Vulnerability Retbleed:          Vulnerable
Vulnerability Spec store bypass: Vulnerable
Vulnerability Spectre v1:        Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2:        Mitigation; Retpolines, STIBP disabled, RSB filling, PBRSB-eIBRS Not affected
Vulnerability Srbds:             Not affected
Vulnerability Tsx async abort:   Mitigation; Clear CPU buffers; SMT Host state unknown
Cpu Property Value
Brand Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
Vendor :Intel
Architecture :Skylake
Model Family: 0x06, Model: 0x55, Stepping: 0x07, Type: 0x00
Cores 2 physical cores, 2 logical cores (on executing CPU)
No Hyperthreading hardware capability detected
Clock Frequencies Not supported by CPU
Data Cache Level 1:3 : (32, 1024, 36608) kbytes
64 byte cache line size
Address Size 48 bits virtual, 46 bits physical
SIMD 512 bit = 64 byte max. SIMD vector size
Time Stamp Counter TSC is accessible via rdtsc
TSC increased at every clock cycle (non-invariant TSC)
Perf. Monitoring Performance Monitoring Counters (PMC) are not supported
Hypervisor Yes, Microsoft

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github-actions bot commented Jun 21, 2023

Pull Request Test Coverage Report for Build 5333021199

  • 0 of 0 changed or added relevant lines in 0 files are covered.
  • 1 unchanged line in 1 file lost coverage.
  • Overall coverage decreased (-0.06%) to 75.113%

Files with Coverage Reduction New Missed Lines %
src/DatasetAPI/Datasets.jl 1 73.22%
Totals Coverage Status
Change from base Build 5197747013: -0.06%
Covered Lines: 1334
Relevant Lines: 1776

💛 - Coveralls

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codecov bot commented Jun 21, 2023

Codecov Report

Patch coverage has no change and project coverage change: +0.13 🎉

Comparison is base (ee6ba19) 75.21% compared to head (67aa9cb) 75.34%.

Additional details and impacted files
@@            Coverage Diff             @@
##           master     #262      +/-   ##
==========================================
+ Coverage   75.21%   75.34%   +0.13%     
==========================================
  Files          12       12              
  Lines        1840     1858      +18     
==========================================
+ Hits         1384     1400      +16     
- Misses        456      458       +2     

see 3 files with indirect coverage changes

☔ View full report in Codecov by Sentry.
📢 Do you have feedback about the report comment? Let us know in this issue.

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github-actions bot commented Jun 21, 2023

Pull Request Test Coverage Report for Build 5391709920

  • 0 of 0 changed or added relevant lines in 0 files are covered.
  • 44 unchanged lines in 1 file lost coverage.
  • Overall coverage increased (+0.1%) to 75.307%

Files with Coverage Reduction New Missed Lines %
src/DatasetAPI/Datasets.jl 44 73.52%
Totals Coverage Status
Change from base Build 5197747013: 0.1%
Covered Lines: 1348
Relevant Lines: 1790

💛 - Coveralls

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Benchmark result

Judge result

Benchmark Report for /home/runner/work/YAXArrays.jl/YAXArrays.jl

Job Properties

  • Time of benchmarks:
    • Target: 27 Jun 2023 - 15:31
    • Baseline: 27 Jun 2023 - 15:31
  • Package commits:
    • Target: 5db46a
    • Baseline: 1d44e9
  • Julia commits:
    • Target: 147bdf
    • Baseline: 147bdf
  • Julia command flags:
    • Target: None
    • Baseline: None
  • Environment variables:
    • Target: None
    • Baseline: None

Results

A ratio greater than 1.0 denotes a possible regression (marked with ❌), while a ratio less
than 1.0 denotes a possible improvement (marked with ✅). Only significant results - results
that indicate possible regressions or improvements - are shown below (thus, an empty table means that all
benchmark results remained invariant between builds).

ID time ratio memory ratio
["mapslices", "small"] 0.01 (5%) ✅ 0.23 (1%) ✅

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["mapslices"]

Julia versioninfo

Target

Julia Version 1.9.1
Commit 147bdf428cd (2023-06-07 08:27 UTC)
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.2 LTS
  uname: Linux 5.15.0-1040-azure #47-Ubuntu SMP Thu Jun 1 19:38:24 UTC 2023 x86_64 x86_64
  CPU: Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz: 
              speed         user         nice          sys         idle          irq
       #1  2793 MHz       1080 s          0 s        190 s       1712 s          0 s
       #2  2793 MHz        979 s          0 s        172 s       1841 s          0 s
  Memory: 6.7694854736328125 GB (1310.14453125 MB free)
  Uptime: 303.6 sec
  Load Avg:  1.45  0.83  0.35
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, icelake-server)
  Threads: 1 on 2 virtual cores

Baseline

Julia Version 1.9.1
Commit 147bdf428cd (2023-06-07 08:27 UTC)
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.2 LTS
  uname: Linux 5.15.0-1040-azure #47-Ubuntu SMP Thu Jun 1 19:38:24 UTC 2023 x86_64 x86_64
  CPU: Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz: 
              speed         user         nice          sys         idle          irq
       #1  2793 MHz       1340 s          0 s        193 s       1732 s          0 s
       #2  2793 MHz       1002 s          0 s        176 s       2097 s          0 s
  Memory: 6.7694854736328125 GB (5039.515625 MB free)
  Uptime: 332.05 sec
  Load Avg:  1.34  0.86  0.38
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, icelake-server)
  Threads: 1 on 2 virtual cores

Target result

Benchmark Report for /home/runner/work/YAXArrays.jl/YAXArrays.jl

Job Properties

  • Time of benchmark: 27 Jun 2023 - 15:31
  • Package commit: 5db46a
  • Julia commit: 147bdf
  • Julia command flags: None
  • Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID time GC time memory allocations
["mapslices", "small"] 157.390 ms (5%) 4.208 ms 325.11 MiB (1%) 41608

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["mapslices"]

Julia versioninfo

Julia Version 1.9.1
Commit 147bdf428cd (2023-06-07 08:27 UTC)
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.2 LTS
  uname: Linux 5.15.0-1040-azure #47-Ubuntu SMP Thu Jun 1 19:38:24 UTC 2023 x86_64 x86_64
  CPU: Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz: 
              speed         user         nice          sys         idle          irq
       #1  2793 MHz       1080 s          0 s        190 s       1712 s          0 s
       #2  2793 MHz        979 s          0 s        172 s       1841 s          0 s
  Memory: 6.7694854736328125 GB (1310.14453125 MB free)
  Uptime: 303.6 sec
  Load Avg:  1.45  0.83  0.35
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, icelake-server)
  Threads: 1 on 2 virtual cores

Baseline result

Benchmark Report for /home/runner/work/YAXArrays.jl/YAXArrays.jl

Job Properties

  • Time of benchmark: 27 Jun 2023 - 15:31
  • Package commit: 1d44e9
  • Julia commit: 147bdf
  • Julia command flags: None
  • Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID time GC time memory allocations
["mapslices", "small"] 13.147 s (5%) 383.254 ms 1.37 GiB (1%) 18345737

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["mapslices"]

Julia versioninfo

Julia Version 1.9.1
Commit 147bdf428cd (2023-06-07 08:27 UTC)
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.2 LTS
  uname: Linux 5.15.0-1040-azure #47-Ubuntu SMP Thu Jun 1 19:38:24 UTC 2023 x86_64 x86_64
  CPU: Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz: 
              speed         user         nice          sys         idle          irq
       #1  2793 MHz       1340 s          0 s        193 s       1732 s          0 s
       #2  2793 MHz       1002 s          0 s        176 s       2097 s          0 s
  Memory: 6.7694854736328125 GB (5039.515625 MB free)
  Uptime: 332.05 sec
  Load Avg:  1.34  0.86  0.38
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, icelake-server)
  Threads: 1 on 2 virtual cores

Runtime information

Runtime Info
BLAS #threads 1
BLAS.vendor() lbt
Sys.CPU_THREADS 2

lscpu output:

Architecture:                    x86_64
CPU op-mode(s):                  32-bit, 64-bit
Address sizes:                   46 bits physical, 48 bits virtual
Byte Order:                      Little Endian
CPU(s):                          2
On-line CPU(s) list:             0,1
Vendor ID:                       GenuineIntel
Model name:                      Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
CPU family:                      6
Model:                           106
Thread(s) per core:              1
Core(s) per socket:              2
Socket(s):                       1
Stepping:                        6
BogoMIPS:                        5586.87
Flags:                           fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology cpuid pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase bmi1 hle avx2 smep bmi2 erms invpcid rtm avx512f avx512dq rdseed adx smap clflushopt avx512cd avx512bw avx512vl xsaveopt xsavec xsaves md_clear
Hypervisor vendor:               Microsoft
Virtualization type:             full
L1d cache:                       96 KiB (2 instances)
L1i cache:                       64 KiB (2 instances)
L2 cache:                        2.5 MiB (2 instances)
L3 cache:                        48 MiB (1 instance)
NUMA node(s):                    1
NUMA node0 CPU(s):               0,1
Vulnerability Itlb multihit:     KVM: Mitigation: VMX unsupported
Vulnerability L1tf:              Mitigation; PTE Inversion
Vulnerability Mds:               Mitigation; Clear CPU buffers; SMT Host state unknown
Vulnerability Meltdown:          Mitigation; PTI
Vulnerability Mmio stale data:   Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown
Vulnerability Retbleed:          Not affected
Vulnerability Spec store bypass: Vulnerable
Vulnerability Spectre v1:        Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2:        Mitigation; Retpolines, STIBP disabled, RSB filling, PBRSB-eIBRS Not affected
Vulnerability Srbds:             Not affected
Vulnerability Tsx async abort:   Mitigation; Clear CPU buffers; SMT Host state unknown
Cpu Property Value
Brand Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
Vendor :Intel
Architecture :UnknownIntel
Model Family: 0x06, Model: 0x6a, Stepping: 0x06, Type: 0x00
Cores 2 physical cores, 2 logical cores (on executing CPU)
No Hyperthreading hardware capability detected
Clock Frequencies Not supported by CPU
Data Cache Level 1:3 : (48, 1280, 49152) kbytes
64 byte cache line size
Address Size 48 bits virtual, 46 bits physical
SIMD 512 bit = 64 byte max. SIMD vector size
Time Stamp Counter TSC is accessible via rdtsc
TSC increased at every clock cycle (non-invariant TSC)
Perf. Monitoring Performance Monitoring Counters (PMC) are not supported
Hypervisor Yes, Microsoft

@meggart
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meggart commented Jun 29, 2023

Closed in favor of #269

@meggart meggart closed this Jun 29, 2023
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2 participants