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templates.py
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121 lines (99 loc) · 4.55 KB
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"""Resource template functionality."""
from __future__ import annotations
import inspect
import re
from collections.abc import Callable
from typing import Any
from pydantic import BaseModel, Field, TypeAdapter, validate_call
from mcp.server.fastmcp.resources.types import FunctionResource, Resource
class ResourceTemplate(BaseModel):
"""A template for dynamically creating resources."""
uri_template: str = Field(description="URI template with parameters (e.g. weather://{city}/current)")
name: str = Field(description="Name of the resource")
title: str | None = Field(description="Human-readable title of the resource", default=None)
description: str | None = Field(description="Description of what the resource does")
mime_type: str = Field(default="text/plain", description="MIME type of the resource content")
fn: Callable[..., Any] = Field(exclude=True)
parameters: dict[str, Any] = Field(description="JSON schema for function parameters")
@classmethod
def from_function(
cls,
fn: Callable[..., Any],
uri_template: str,
name: str | None = None,
title: str | None = None,
description: str | None = None,
mime_type: str | None = None,
) -> ResourceTemplate:
"""Create a template from a function."""
func_name = name or fn.__name__
if func_name == "<lambda>":
raise ValueError("You must provide a name for lambda functions")
# Get schema from TypeAdapter - will fail if function isn't properly typed
parameters = TypeAdapter(fn).json_schema()
# ensure the arguments are properly cast
fn = validate_call(fn)
return cls(
uri_template=uri_template,
name=func_name,
title=title,
description=description or fn.__doc__ or "",
mime_type=mime_type or "text/plain",
fn=fn,
parameters=parameters,
)
def matches(self, uri: str) -> dict[str, Any] | None:
"""Check if URI matches template and extract parameters."""
# Convert template to regex pattern
pattern = self.uri_template.replace("{", "(?P<").replace("}", ">[^/]+)")
match = re.match(f"^{pattern}$", uri)
if match:
return match.groupdict()
return None
def matches_prefix(self, prefix: str) -> bool:
"""Check if this template could match URIs with the given prefix."""
# First, simple check: does the template itself start with the prefix?
if self.uri_template.startswith(prefix):
return True
template_segments = self.uri_template.split("/")
prefix_segments = prefix.split("/")
# Handle trailing slash - it creates an empty last segment
has_trailing_slash = prefix.endswith("/") and prefix_segments[-1] == ""
if has_trailing_slash:
# Remove the empty segment for comparison
prefix_segments = prefix_segments[:-1]
# Template must have more segments to generate something "under" this path
if len(template_segments) <= len(prefix_segments):
return False
else:
# Without trailing slash, prefix can't have more segments than template
if len(prefix_segments) > len(template_segments):
return False
# Compare each segment
for i, prefix_seg in enumerate(prefix_segments):
template_seg = template_segments[i]
# If template segment is a parameter, it can match any value
if template_seg.startswith("{") and template_seg.endswith("}"):
continue
# If both are literals, they must match exactly
if template_seg != prefix_seg:
return False
# All prefix segments matched
return True
async def create_resource(self, uri: str, params: dict[str, Any]) -> Resource:
"""Create a resource from the template with the given parameters."""
try:
# Call function and check if result is a coroutine
result = self.fn(**params)
if inspect.iscoroutine(result):
result = await result
return FunctionResource(
uri=uri, # type: ignore
name=self.name,
title=self.title,
description=self.description,
mime_type=self.mime_type,
fn=lambda: result, # Capture result in closure
)
except Exception as e:
raise ValueError(f"Error creating resource from template: {e}")