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10 changes: 5 additions & 5 deletions burr/core/application.py
Original file line number Diff line number Diff line change
Expand Up @@ -2002,21 +2002,21 @@ def visualize(
include_conditions: bool = False,
include_state: bool = False,
view: bool = False,
engine: Literal["graphviz"] = "graphviz",
engine: Literal["graphviz", "mermaid"] = "graphviz",
write_dot: bool = False,
**engine_kwargs: Any,
) -> Optional["graphviz.Digraph"]: # noqa: F821
"""Visualizes the application graph using graphviz. This will render the graph.
) -> Union["graphviz.Digraph", str, None]: # noqa: F821
"""Visualizes the application graph using Graphviz or Mermaid.

:param output_file_path: The path to save this to, None if you don't want to save. Do not pass an extension
for graphviz, instead pass `format` in `engine_kwargs` (e.g. `format="png"`)
:param include_conditions: Whether to include condition strings on the edges (this can get noisy)
:param include_state: Whether to indicate the action "signature" (reads/writes) on the nodes
:param view: Whether to bring up a view
:param engine: The engine to use -- only graphviz is supported for now
:param engine: ``graphviz`` (default) or dependency-free Mermaid text
:param write_dot: If True, produce a graphviz dot file
:param engine_kwargs: Additional kwargs to pass to the engine
:return: The graphviz object
:return: A Graphviz object or Mermaid flowchart text
"""
return self.graph.visualize(
output_file_path=output_file_path,
Expand Down
85 changes: 79 additions & 6 deletions burr/core/graph.py
Original file line number Diff line number Diff line change
Expand Up @@ -110,6 +110,63 @@ def _render_graphviz(
pathlib.Path(f"{path_without_suffix}.{fmt}").write_bytes(graphviz_obj.pipe(format=fmt))


def _escape_mermaid_label(value: str) -> str:
"""Escape text embedded in a Mermaid quoted node or edge label."""
return (
value.replace("&", "&")
.replace('"', """)
.replace("<", "&lt;")
.replace(">", "&gt;")
.replace("\n", "<br/>")
)


def _render_mermaid(
actions: List[Action],
transitions: List[Transition],
include_conditions: bool,
include_state: bool,
direction: str = "TD",
) -> str:
"""Render a Burr graph as dependency-free Mermaid flowchart text."""
valid_directions = {"TB", "TD", "BT", "RL", "LR"}
if direction not in valid_directions:
raise ValueError(
f"Invalid Mermaid direction {direction!r}. Expected one of {sorted(valid_directions)}"
)

action_ids = {action.name: f"action_{index}" for index, action in enumerate(actions)}
input_ids = {}
lines = [f"flowchart {direction}"]
for action in actions:
label = (
action.name
if not include_state
else f"{action.name}({', '.join(action.reads)}): {', '.join(action.writes)}"
)
lines.append(f' {action_ids[action.name]}["{_escape_mermaid_label(label)}"]')
required_inputs, optional_inputs = action.optional_and_required_inputs
for input_ in sorted(required_inputs | optional_inputs):
if input_.startswith("__"):
continue
if input_ not in input_ids:
input_ids[input_] = f"input_{len(input_ids)}"
lines.append(f' {input_ids[input_]}["input: {_escape_mermaid_label(input_)}"]')
lines.append(f" {input_ids[input_]} -.-> {action_ids[action.name]}")

for transition in transitions:
source = action_ids[transition.from_.name]
target = action_ids[transition.to.name]
if include_conditions and transition.condition is not default:
label = _escape_mermaid_label(transition.condition.name)
lines.append(f' {source} -. "{label}" .-> {target}')
elif transition.condition is not default:
lines.append(f" {source} -.-> {target}")
else:
lines.append(f" {source} --> {target}")
return "\n".join(lines) + "\n"


@dataclasses.dataclass
class Graph:
"""Graph class allows you to specify actions and transitions between them.
Expand Down Expand Up @@ -183,24 +240,40 @@ def visualize(
include_conditions: bool = False,
include_state: bool = False,
view: bool = False,
engine: Literal["graphviz"] = "graphviz",
engine: Literal["graphviz", "mermaid"] = "graphviz",
write_dot: bool = False,
**engine_kwargs: Any,
) -> Optional["graphviz.Digraph"]: # noqa: F821
"""Visualizes the graph using graphviz. This will render the graph.
) -> Union["graphviz.Digraph", str, None]: # noqa: F821
"""Visualizes the graph using Graphviz or Mermaid.

:param output_file_path: The path to save this to, None if you don't want to save. Do not pass an extension
for graphviz, instead pass `format` in `engine_kwargs` (e.g. `format="png"`)
:param include_conditions: Whether to include condition strings on the edges (this can get noisy)
:param include_state: Whether to indicate the action "signature" (reads/writes) on the nodes
:param view: Whether to bring up a view
:param engine: The engine to use -- only graphviz is supported for now
:param engine: ``graphviz`` (default) or dependency-free Mermaid text
:param write_dot: If True, produce a graphviz dot file
:param engine_kwargs: Additional kwargs to pass to the engine
:return: The graphviz object
:return: A Graphviz object or Mermaid flowchart text
"""
if engine == "mermaid":
if view or write_dot:
raise ValueError("Mermaid does not support view or write_dot")
direction = engine_kwargs.pop("direction", "TD")
if engine_kwargs:
raise ValueError(f"Unsupported Mermaid options: {', '.join(sorted(engine_kwargs))}")
diagram = _render_mermaid(
self.actions,
self.transitions,
include_conditions,
include_state,
direction,
)
if output_file_path:
pathlib.Path(output_file_path).write_text(diagram, encoding="utf-8")
return diagram
if engine != "graphviz":
raise ValueError(f"Only graphviz is supported for now, not {engine}")
raise ValueError(f"Unsupported visualization engine: {engine}")
try:
import graphviz # noqa: F401
except ModuleNotFoundError:
Expand Down
11 changes: 11 additions & 0 deletions docs/getting_started/simple-example.rst
Original file line number Diff line number Diff line change
Expand Up @@ -128,6 +128,17 @@ We can visualize the application (note you need ``burr[graphviz]`` installed):

app.visualize("./graph", format="png")

Mermaid text can be generated without installing Graphviz. It can be pasted into
Markdown renderers that support Mermaid or saved directly to a file:

.. code-block:: python

mermaid = app.visualize(
engine="mermaid",
include_conditions=True,
output_file_path="./graph.mmd",
)

.. image:: ../_static/chatbot.png
:align: center

Expand Down
29 changes: 29 additions & 0 deletions tests/core/test_graphviz_display.py
Original file line number Diff line number Diff line change
Expand Up @@ -68,3 +68,32 @@ def test_visualize_no_dot_output(graph, tmp_path: pathlib.Path):
graph.visualize(output_file_path=None)

assert not dot_file_path.exists()


def test_visualize_mermaid(graph):
diagram = graph.visualize(engine="mermaid", include_conditions=True)

assert diagram == ("flowchart TD\n" ' action_0["counter"]\n' " action_0 --> action_0\n")


def test_visualize_mermaid_file(graph, tmp_path: pathlib.Path):
output_file = tmp_path / "graph.mmd"

diagram = graph.visualize(
engine="mermaid",
output_file_path=output_file,
direction="LR",
)

assert output_file.read_text(encoding="utf-8") == diagram
assert diagram.startswith("flowchart LR\n")


def test_visualize_mermaid_rejects_graphviz_options(graph):
with pytest.raises(ValueError, match="does not support"):
graph.visualize(engine="mermaid", view=True)


def test_visualize_mermaid_rejects_invalid_direction(graph):
with pytest.raises(ValueError, match="Invalid Mermaid direction"):
graph.visualize(engine="mermaid", direction="sideways")
64 changes: 64 additions & 0 deletions tests/core/test_mermaid_display.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,64 @@
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.

from burr.core import Condition
from burr.core.graph import GraphBuilder

from tests.core.test_graph import PassedInAction


def _action(inputs=None):
return PassedInAction(
reads=["count"],
writes=["count"],
fn=lambda state: {"count": state.get("count", 0) + 1},
update_fn=lambda result, state: state.update(**result),
inputs=inputs or [],
)


def test_mermaid_includes_inputs_state_and_conditions():
graph = (
GraphBuilder()
.with_actions(counter=_action(["prompt"]), result=_action())
.with_transitions(
("counter", "result", Condition.expr("count < 10")),
("result", "counter"),
)
.build()
)

diagram = graph.visualize(
engine="mermaid",
include_conditions=True,
include_state=True,
)

assert 'action_0["counter(count): count"]' in diagram
assert 'input_0["input: prompt"]' in diagram
assert "input_0 -.-> action_0" in diagram
assert 'action_0 -. "count &lt; 10" .-> action_1' in diagram
assert "action_1 --> action_0" in diagram


def test_mermaid_ignores_framework_injected_inputs():
graph = GraphBuilder().with_actions(counter=_action(["__context", "prompt"])).build()

diagram = graph.visualize(engine="mermaid")

assert "__context" not in diagram
assert "input: prompt" in diagram
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