To retrieve details of human annotations in Phoenix, you can use the GraphQL API to query for span annotations. This will allow you to get the name, label, score, and explanation for human annotations associated with each span. Here's a step-by-step approach:
1. GraphQL Query: Use a GraphQL query to fetch span annotations, including both LLM and human annotations.
Here's a code snippet to achieve this:
```
from httpx import Client
query = """
query ($spanId: GlobalID!) {
span: node(id: $spanId) {
... on Span {
id
spanAnnotations {
name
score
label
explanation
annotatorKind
}
}
}
}
"""
span_id = "U3BhbjoxMA==" # replace with your span id
client = Client(base_url="[http://localhost::6006](http:://localhost:6006)")
response = client.post(
"/graphql",
json={
"query": query,
"variables": {
"spanId": span_id,
},
},
)
assert response.status_code == 200
response_json = response.json()
assert response_json.get("errors") is None
print(response_json["data"])
LBKSThis will return the annotations for the specified span, including the name, label, score, explanation, and annotator kind (HUMAN or LLM).
Would you like more detail?
Sources:
- [GraphQL Query for Span Annotations](https://github.com/Arize-ai/phoenix/issues/3558)
- [Span Annotations](https://github.com/arize-ai/phoenix/blob/main/src/phoenix/server/api/types/Span.py)
