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Refactor of the Scheduler package to enable or setup for: distributed benchmarks, multi-turn requests, advanced stopping criteria, large concurrency, multi modality, evaluations #251

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Refactor of the Scheduler package to enable or setup for: distributed benchmarks, multi-turn requests, advanced stopping criteria, large concurrency, multi modality, evaluations #251

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9eaa565
Initial state for new refactor of scheduler
markurtz Jul 31, 2025
218cdfc
Implement SchedulingStrategy and derivative classes so they work with…
markurtz Jul 31, 2025
a5ccd70
Finalize adapting scheduler strategies to new refactor logic, additio…
markurtz Jul 31, 2025
4926284
Initial refactoring of backend and generation objects to work with ne…
markurtz Aug 1, 2025
4a789bc
Finalize refactoring of backend package to work with new scheduler re…
markurtz Aug 1, 2025
d8858b6
Refactors to simplify and enable benchmark profiles
markurtz Aug 4, 2025
8098f33
Finalize refactor of profile, refactor benchmarker
markurtz Aug 5, 2025
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Empty file added example_usage.py
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13 changes: 7 additions & 6 deletions pyproject.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -149,15 +149,16 @@ indent-style = "space"

[tool.ruff.lint]
ignore = [
"PLR0913",
"TC001",
"COM812",
"ISC001",
"TC002",
"COM812", # ignore trailing comma errors due to older Python versions
"PD011", # ignore .values usage since ruff assumes it's a Pandas DataFrame
"PLR0913", # ignore too many arguments in function definitions
"PLW1514", # allow Path.open without encoding
"RET505", # allow `else` blocks
"RET506", # allow `else` blocks
"PD011", # ignore .values usage since ruff assumes it's a Pandas DataFrame
"S311", # allow standard pseudo-random generators
"TC001", # ignore imports used only for type checking
"TC002", # ignore imports used only for type checking
"TC003", # ignore imports used only for type checking
]
select = [
# Rules reference: https://docs.astral.sh/ruff/rules/
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27 changes: 14 additions & 13 deletions src/guidellm/backend/__init__.py
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@@ -1,23 +1,24 @@
"""
Backend infrastructure for GuideLLM language model interactions.

Provides abstract base classes, implemented backends, request/response objects,
and timing utilities for standardized communication with LLM providers.
"""

from .backend import (
Backend,
BackendType,
)
from .openai import CHAT_COMPLETIONS_PATH, TEXT_COMPLETIONS_PATH, OpenAIHTTPBackend
from .response import (
RequestArgs,
ResponseSummary,
StreamingResponseType,
StreamingTextResponse,
from .objects import (
GenerationRequest,
GenerationRequestTimings,
GenerationResponse,
)

__all__ = [
"CHAT_COMPLETIONS_PATH",
"TEXT_COMPLETIONS_PATH",
"Backend",
"BackendType",
"OpenAIHTTPBackend",
"RequestArgs",
"ResponseSummary",
"StreamingResponseType",
"StreamingTextResponse",
"GenerationRequest",
"GenerationRequestTimings",
"GenerationResponse",
]
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