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[BUG] MG Katz Centrality ignores nstart parameter #2025

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rlratzel opened this issue Jan 20, 2022 · 2 comments · Fixed by #2276
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[BUG] MG Katz Centrality ignores nstart parameter #2025

rlratzel opened this issue Jan 20, 2022 · 2 comments · Fixed by #2276
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rlratzel commented Jan 20, 2022

The nstart parameter, used for providing the initial guess values, is being silently ignored by the MG version of Katz. This needs to be fixed to work as described in the documentation:

    nstart : dask_cudf.Dataframe
        GPU Dataframe containing the initial guess for katz centrality

        nstart['vertex'] : dask_cudf.Series
            Contains the vertex identifiers
        nstart['values'] : dask_cudf.Series
            Contains the katz centrality values of vertices

cc @kaatish

@rlratzel rlratzel added bug Something isn't working ? - Needs Triage Need team to review and classify python labels Jan 20, 2022
@rlratzel rlratzel added this to the 22.04 milestone Jan 20, 2022
@rlratzel rlratzel self-assigned this Jan 20, 2022
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This issue has been labeled inactive-30d due to no recent activity in the past 30 days. Please close this issue if no further response or action is needed. Otherwise, please respond with a comment indicating any updates or changes to the original issue and/or confirm this issue still needs to be addressed. This issue will be labeled inactive-90d if there is no activity in the next 60 days.

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This issue has been labeled inactive-30d due to no recent activity in the past 30 days. Please close this issue if no further response or action is needed. Otherwise, please respond with a comment indicating any updates or changes to the original issue and/or confirm this issue still needs to be addressed. This issue will be labeled inactive-90d if there is no activity in the next 60 days.

@rapids-bot rapids-bot bot closed this as completed in #2276 Jun 1, 2022
rapids-bot bot pushed a commit that referenced this issue Jun 1, 2022
This PR:
1. Refactors SG `hits` with the updated pylibcugraph implementation
2. Refactors MG `katz_centrality` with the updated pylibcugraph implementation, adding support for multiple arguments 
3. Improves support within `test_doctests.py` to ignore certain docstring examples based on the build architecture (such as ktruss in CUDA 11.4)
4. Passing MG `katz_centrality` testing

This PR also closes #2025.

Authors:
  - https://github.com/betochimas

Approvers:
  - Alex Barghi (https://github.com/alexbarghi-nv)
  - Joseph Nke (https://github.com/jnke2016)
  - Rick Ratzel (https://github.com/rlratzel)

URL: #2276
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