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Add rapids-pip-retry across RAPIDS #148

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gforsyth opened this issue Feb 5, 2025 · 0 comments
Open
16 tasks

Add rapids-pip-retry across RAPIDS #148

gforsyth opened this issue Feb 5, 2025 · 0 comments
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@gforsyth
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gforsyth commented Feb 5, 2025

We've observed several failures across CI, usually related to large wheels, where a network hiccup interrupts the download but pip attempts to continue with installation with the partially downloaded file, causing a hash mismatch error.

It looks something like this in CI:

   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be

This error doesn't get flagged by pip as "retryable", so settings like PIP_RETRIES doesn't impact it.

Since these failures are intermittent, we're attempting to mitigate them by wrapping pip with a utility that retries the failing command if it detects one of these hash errors (see rapidsai/gha-tools#132).

RAPIDS repos to add rapids-pip-retry to:

@gforsyth gforsyth self-assigned this Feb 5, 2025
rapids-bot bot pushed a commit to rapidsai/rmm that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Bradley Dice (https://github.com/bdice)

URL: #1814
rapids-bot bot pushed a commit to rapidsai/cucim that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Mike Sarahan (https://github.com/msarahan)
  - Bradley Dice (https://github.com/bdice)

URL: #824
rapids-bot bot pushed a commit to rapidsai/cudf that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Mike Sarahan (https://github.com/msarahan)
  - Bradley Dice (https://github.com/bdice)

URL: #17920
rapids-bot bot pushed a commit to rapidsai/raft that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Bradley Dice (https://github.com/bdice)

URL: #2571
rapids-bot bot pushed a commit to rapidsai/cuml that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Bradley Dice (https://github.com/bdice)

URL: #6293
rapids-bot bot pushed a commit to rapidsai/cuspatial that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Michael Wang (https://github.com/isVoid)
  - Bradley Dice (https://github.com/bdice)

URL: #1533
rapids-bot bot pushed a commit to rapidsai/cuxfilter that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Mike Sarahan (https://github.com/msarahan)
  - Bradley Dice (https://github.com/bdice)

URL: #655
rapids-bot bot pushed a commit to rapidsai/kvikio that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Bradley Dice (https://github.com/bdice)

URL: #619
rapids-bot bot pushed a commit to rapidsai/nx-cugraph that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Mike Sarahan (https://github.com/msarahan)
  - Bradley Dice (https://github.com/bdice)

URL: #80
rapids-bot bot pushed a commit to rapidsai/ucx-py that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Bradley Dice (https://github.com/bdice)

URL: #1114
rapids-bot bot pushed a commit to rapidsai/cugraph-gnn that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Mike Sarahan (https://github.com/msarahan)
  - Bradley Dice (https://github.com/bdice)

URL: #133
rapids-bot bot pushed a commit to rapidsai/dask-cuda that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Mike Sarahan (https://github.com/msarahan)
  - Bradley Dice (https://github.com/bdice)

URL: #1443
rapids-bot bot pushed a commit to rapidsai/ucxx that referenced this issue Feb 5, 2025
Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Bradley Dice (https://github.com/bdice)

URL: #366
VenkateshJaya pushed a commit to VenkateshJaya/rmm that referenced this issue Feb 11, 2025
)

Uses a retry wrapper for `pip` commands to try to alleviate CI failures due to hash mismatches that result from network hiccups

xref rapidsai/build-planning#148

This will retry failures that show up in CI like:

```
   Collecting nvidia-cublas-cu12 (from libraft-cu12==25.2.*,>=0.0.0a0)
    Downloading https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl (604.9 MB)
       ━━━━━━━━━━━━━━━━━━━━━                 350.2/604.9 MB 229.2 MB/s eta 0:00:02
  ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
      nvidia-cublas-cu12 from https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.8.3.14-py3-none-manylinux_2_27_aarch64.whl#sha256=93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3 (from libraft-cu12==25.2.*,>=0.0.0a0):
          Expected sha256 93a4e0e386cc7f6e56c822531396de8170ed17068a1e18f987574895044cd8c3
               Got        849c88d155cb4b4a3fdfebff9270fb367c58370b4243a2bdbcb1b9e7e940b7be
```

Authors:
  - Gil Forsyth (https://github.com/gforsyth)

Approvers:
  - Bradley Dice (https://github.com/bdice)

URL: rapidsai#1814
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