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Run the models in this process, through the same calls as a NIM - #41

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Manushpm8 merged 40 commits into

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run-models-in-process

Oct 26, 2026

Merged

Run the models in this process, through the same calls as a NIM#41
Manushpm8 merged 40 commits into
mainfrom
run-models-in-process

Commits on Oct 16, 2026
- Run the models in this process, through the same calls as a NIM
  
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- Name the in-process extra on a client installed without it
  
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- Refuse a table the model cannot hold as the NIM does
  
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- Lock the in-process extra, and say which Python it needs
  
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- Say what a relational model needs in process, and why a key was refused
  
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Commits on Oct 18, 2026
- File a refusal inside a session as the NIM files it
  
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- Check the classes of the context that arrives, as the NIM does
  
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- Install the wheels CI built, not a release of the same version
  
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- Read inference options as the NIM types them, then as each model judges them
  
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- Say which limits hold in process, and which belong to a deployment
  
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- Hold a request to the contract's own limits before reading it
  
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- Read a request's tables in the order the NIM reads them
  
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- Word task, output and session refusals as the NIM words them
  
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- Say what a GPU run of a model in process gives, measured
  
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Commits on Oct 19, 2026
- Refuse a hand-written request where the NIM refuses it
  
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- List every validation problem in one refusal, as the NIM does
  
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- Answer a composite key under its values as sent
  
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- Merge main into run-models-in-process
  
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Commits on Oct 20, 2026
- Answer a request through a backend, not an imitation of a NIM
  
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- Cut a logged query to the length the contract allows
  
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- Write inference options in their contract types before sending
  
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- Answer a key of several columns under its values in process
  
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- Test the logged query where it is cut, not only where it is answered
  
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- Type NumPy inference values, and refuse rows scored without their key
  
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- Refuse a context without a column it declares, and copy what a session pins
  
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- Hold each table to exactly its declared columns, and copy the pinned handle
  
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- Say where a model runs, and pin what the copy tests rely on
  
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- Say what fit() and models() do for a model in this process
  
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- Test each column check on the half it guards
  
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- Say which contract rules a model in this process does not re-check
  
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- Say what models() lists for a model in this process
  
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- Merge main into run-models-in-process
  
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- Refuse what cannot be answered before the model runs
  
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- Let closing win, and stop reading a scalar that holds none
  
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- Read the closed flag and the rows under one lock
  
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- Say what is wrong with the rows, not that there are none
  
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Commits on Oct 21, 2026
- Refuse a table without instance_id, and a model with no reader, up front
  
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Commits on Oct 22, 2026
- Hold DuckDB below 2 and pandas below 3.1 (#47)
  
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- Refuse an unreadable cell and a ragged row with a NIM's codes
  
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- Skip the in-process parity cases where structured-data-models is absent
  
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Commits

Commits on Oct 16, 2026

Commits on Oct 18, 2026

Commits on Oct 19, 2026

Commits on Oct 20, 2026

Commits on Oct 21, 2026

Commits on Oct 22, 2026