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Update parallelism example #431

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merged 3 commits into from
Nov 21, 2024
Merged

Update parallelism example #431

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9c9101d
Fixes parallelism docs example
skrawcz Nov 21, 2024
074260e
Exposes GraphBuilder from core
skrawcz Nov 21, 2024
76cb63a
Updates Parallelism Example
skrawcz Nov 21, 2024
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3 changes: 2 additions & 1 deletion burr/core/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@
ApplicationContext,
ApplicationGraph,
)
from burr.core.graph import Graph
from burr.core.graph import Graph, GraphBuilder
from burr.core.state import State

__all__ = [
Expand All @@ -22,4 +22,5 @@
"State",
"when",
"Graph",
"GraphBuilder",
]
22 changes: 14 additions & 8 deletions burr/core/parallelism.py
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Original file line number Diff line number Diff line change
Expand Up @@ -312,7 +312,7 @@ def actions(self, state: State) -> Generator[Action | Callable | RunnableGraph,
query_llm.bind(model="gpt-4").with_name("gpt_4_answer"),
query_llm.bind(model="o1").with_name("o1_answer"),
query_llm.bind(model="claude").with_name("claude_answer"),
]
]:
yield action

def states(self, state: State) -> Generator[State, None, None]:
Expand All @@ -335,10 +335,12 @@ def reduce(self, states: Generator[State, None, None]) -> State:
)
return state.update(all_llm_outputs=all_llm_outputs)

def reads() -> List[str]:
@property
def reads(self) -> list[str]:
return ["prompts"]

def writes() -> List[str]:
@property
def writes(self) -> list[str]:
return ["all_llm_outputs"]

"""
Expand Down Expand Up @@ -433,7 +435,7 @@ def actions(self, state: State) -> Generator[Action | Callable | RunnableGraph,
query_llm.bind(model="gpt-4").with_name("gpt_4_answer"),
query_llm.bind(model="o1").with_name("o1_answer"),
query_llm.bind(model="claude").with_name("claude_answer"),
]
]:
yield action

def state(self, state: State) -> State:
Expand All @@ -445,10 +447,12 @@ def reduce(self, states: Generator[State, None, None]) -> State:
all_llm_outputs.append(state["llm_output"])
return state.update(all_llm_outputs=all_llm_outputs)

def reads() -> List[str]:
@property
def reads(self) -> List[str]:
return ["prompt"] # we're just running this on a single prompt, for multiple actions

def writes() -> List[str]:
@property
def writes(self) -> List[str]:
return ["all_llm_outputs"]

"""
Expand Down Expand Up @@ -542,10 +546,12 @@ def reduce(self, states: Generator[State, None, None]) -> State:
all_llm_outputs.append(state["llm_output"])
return state.update(all_llm_outputs=all_llm_outputs)

def reads() -> List[str]:
@property
def reads(self) -> List[str]:
return ["prompts"]

def writes() -> List[str]:
@property
def writes(self) -> List[str]:
return ["all_llm_outputs"]
"""

Expand Down
4 changes: 3 additions & 1 deletion examples/parallelism/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,8 @@

In this example we go over Burr's parallelism capabilities. It is based on the documentation (https://burr.dagworks.io/pull/370/concepts/parallelism/), demonstrating the `MapStates` capabilities.

See [the notebook](./notebook.ipynb) for the full example.
See [the notebook](./notebook.ipynb) for the full example. Or <a target="_blank" href="https://colab.research.google.com/github/dagworks-inc/burr/blob/main/examples/parallelism/notebook.ipynb">
<img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/>
</a>

You can follow along with this [Loom video](https://www.loom.com/share/a871abe84f974a499d7fb5bae42c35ae)
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