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https://github.com/huggingface/text-generation-inference.git
synced 2025-09-09 11:24:53 +00:00
feat: allow json_schema in response format and add test
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9f38d93051
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@ -1738,9 +1738,10 @@
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"oneOf": [
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{
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"type": "object",
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"description": "A string that represents a [JSON Schema](https://json-schema.org/).\n\nJSON Schema is a declarative language that allows to annotate JSON documents\nwith types and descriptions.",
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"required": [
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"type",
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"value"
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"value",
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"type"
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],
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"properties": {
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"type": {
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@ -1749,16 +1750,21 @@
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"json"
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]
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},
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"value": {
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"description": "A string that represents a [JSON Schema](https://json-schema.org/).\n\nJSON Schema is a declarative language that allows to annotate JSON documents\nwith types and descriptions."
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"value": {}
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},
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"example": {
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"properties": {
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"location": {
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"type": "string"
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}
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}
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}
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},
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{
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"type": "object",
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"required": [
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"type",
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"value"
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"value",
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"type"
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],
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"properties": {
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"type": {
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@ -1773,22 +1779,25 @@
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}
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},
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{
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"type": "object",
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"required": [
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"type",
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"value"
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],
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"properties": {
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"type": {
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"type": "string",
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"enum": [
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"json_schema"
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]
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"allOf": [
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{
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"$ref": "#/components/schemas/JsonSchemaFormat"
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},
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"value": {
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"$ref": "#/components/schemas/JsonSchemaConfig"
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{
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"type": "object",
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"required": [
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"type"
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],
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"properties": {
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"type": {
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"type": "string",
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"enum": [
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"json_schema"
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]
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}
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}
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}
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}
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]
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}
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],
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"discriminator": {
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@ -1898,6 +1907,40 @@
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}
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}
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},
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"JsonSchemaFormat": {
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"oneOf": [
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{
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"type": "object",
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"required": [
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"json_schema"
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],
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"properties": {
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"json_schema": {
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"$ref": "#/components/schemas/JsonSchemaOrConfig"
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}
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}
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},
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{
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"type": "object",
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"required": [
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"value"
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],
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"properties": {
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"value": {
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"$ref": "#/components/schemas/JsonSchemaOrConfig"
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}
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}
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}
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]
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},
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"JsonSchemaOrConfig": {
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"oneOf": [
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{
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"$ref": "#/components/schemas/JsonSchemaConfig"
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},
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{}
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]
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},
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"Message": {
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"allOf": [
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{
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@ -0,0 +1,23 @@
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{
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"choices": [
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{
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"finish_reason": "stop",
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"index": 0,
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"logprobs": null,
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"message": {
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"content": "{\"status\":\".OK.\"}",
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"role": "assistant"
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}
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}
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],
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"created": 1750877897,
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"id": "",
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"model": "google/gemma-3-4b-it",
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"object": "chat.completion",
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"system_fingerprint": "3.3.4-dev0-native",
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"usage": {
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"completion_tokens": 8,
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"prompt_tokens": 36,
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"total_tokens": 44
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}
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}
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@ -0,0 +1,23 @@
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{
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"choices": [
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{
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"finish_reason": "stop",
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"index": 0,
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"logprobs": null,
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"message": {
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"content": "{\"status\":\".OK.\"}",
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"role": "assistant"
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}
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}
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],
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"created": 1750877897,
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"id": "",
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"model": "google/gemma-3-4b-it",
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"object": "chat.completion",
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"system_fingerprint": "3.3.4-dev0-native",
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"usage": {
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"completion_tokens": 8,
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"prompt_tokens": 36,
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"total_tokens": 44
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}
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}
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@ -207,3 +207,87 @@ async def test_json_schema_stream(model_fixture, response_snapshot):
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assert isinstance(parsed_content["numCats"], int)
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assert parsed_content["numCats"] >= 0
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assert chunks == response_snapshot
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status_schema = {
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"type": "object",
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"properties": {"status": {"type": "string"}},
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"required": ["status"],
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"additionalProperties": False,
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}
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@pytest.mark.asyncio
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@pytest.mark.private
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async def test_json_schema_simple_status(model_fixture, response_snapshot):
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"""Test simple status JSON schema - TGI format."""
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response = requests.post(
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f"{model_fixture.base_url}/v1/chat/completions",
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json={
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"model": "tgi",
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"messages": [
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{
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"role": "system",
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"content": "You are a helpful assistant. You answer with a JSON output with a status string containing the value 'OK'",
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},
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{"role": "user", "content": "Please tell me OK"},
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],
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"seed": 42,
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"temperature": 0.0,
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"response_format": {
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"type": "json_schema",
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"value": {"name": "test", "schema": status_schema},
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},
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"max_completion_tokens": 8192,
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},
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)
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result = response.json()
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# Validate response format
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content = result["choices"][0]["message"]["content"]
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parsed_content = json.loads(content)
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assert "status" in parsed_content
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assert isinstance(parsed_content["status"], str)
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assert result == response_snapshot
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@pytest.mark.asyncio
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@pytest.mark.private
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async def test_json_schema_openai_style_format(model_fixture, response_snapshot):
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"""Test OpenAI-style JSON schema format (should also work now)."""
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response = requests.post(
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f"{model_fixture.base_url}/v1/chat/completions",
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json={
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"model": "tgi",
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"messages": [
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{
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"role": "system",
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"content": "You are a helpful assistant. You answer with a JSON output with a status string containing the value 'OK'",
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},
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{"role": "user", "content": "Please tell me OK"},
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],
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"seed": 42,
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"temperature": 0.0,
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"response_format": {
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"json_schema": {
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"name": "test",
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"strict": True,
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"schema": status_schema,
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},
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"type": "json_schema",
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},
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"max_completion_tokens": 8192,
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},
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)
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result = response.json()
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# Validate response format
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content = result["choices"][0]["message"]["content"]
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parsed_content = json.loads(content)
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assert "status" in parsed_content
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assert isinstance(parsed_content["status"], str)
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assert result == response_snapshot
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@ -224,7 +224,7 @@ impl HubProcessorConfig {
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#[derive(Clone, Debug, Deserialize, ToSchema, Serialize)]
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#[cfg_attr(test, derive(PartialEq))]
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struct JsonSchemaConfig {
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pub struct JsonSchemaConfig {
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/// Optional name identifier for the schema
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#[serde(skip_serializing_if = "Option::is_none")]
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name: Option<String>,
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@ -235,7 +235,7 @@ struct JsonSchemaConfig {
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#[derive(Clone, Debug, Deserialize, ToSchema, Serialize)]
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#[cfg_attr(test, derive(PartialEq))]
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#[serde(tag = "type", content = "value")]
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#[serde(tag = "type")]
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pub(crate) enum GrammarType {
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/// A string that represents a [JSON Schema](https://json-schema.org/).
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///
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@ -244,17 +244,53 @@ pub(crate) enum GrammarType {
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#[serde(rename = "json")]
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#[serde(alias = "json_object")]
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#[schema(example = json ! ({"properties": {"location":{"type": "string"}}}))]
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Json(serde_json::Value),
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Json { value: serde_json::Value },
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#[serde(rename = "regex")]
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Regex(String),
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Regex { value: String },
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/// A JSON Schema specification with additional metadata.
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///
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/// Includes an optional name for the schema, an optional strict flag, and the required schema definition.
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#[serde(rename = "json_schema")]
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#[schema(example = json ! ({"schema": {"properties": {"name": {"type": "string"}, "age": {"type": "integer"}}}, "name": "person_info", "strict": true}))]
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JsonSchema(JsonSchemaConfig),
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JsonSchema(JsonSchemaFormat),
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}
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#[derive(Clone, Debug, Deserialize, ToSchema, Serialize)]
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#[cfg_attr(test, derive(PartialEq))]
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#[serde(untagged)]
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pub enum JsonSchemaFormat {
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JsonSchema { json_schema: JsonSchemaOrConfig },
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Value { value: JsonSchemaOrConfig },
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}
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#[derive(Clone, Debug, Deserialize, ToSchema, Serialize)]
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#[cfg_attr(test, derive(PartialEq))]
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#[serde(untagged)]
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pub enum JsonSchemaOrConfig {
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Config(JsonSchemaConfig),
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Value(serde_json::Value),
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}
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impl JsonSchemaOrConfig {
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pub fn schema_value(&self) -> &serde_json::Value {
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match self {
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JsonSchemaOrConfig::Config(config) => &config.schema,
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JsonSchemaOrConfig::Value(value) => value,
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}
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}
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}
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impl JsonSchemaFormat {
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pub fn schema_value(&self) -> &serde_json::Value {
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let config = match self {
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Self::JsonSchema { json_schema } | Self::Value { value: json_schema } => json_schema,
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};
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match config {
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JsonSchemaOrConfig::Config(config) => &config.schema,
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JsonSchemaOrConfig::Value(value) => value,
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}
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}
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}
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#[derive(Clone, Debug, Serialize, ToSchema)]
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@ -984,7 +1020,9 @@ impl ChatRequest {
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if let Some(tools) = tools {
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match ToolGrammar::apply(tools, tool_choice)? {
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Some((updated_tools, tool_schema)) => {
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let grammar = GrammarType::Json(serde_json::json!(tool_schema));
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let grammar = GrammarType::Json {
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value: serde_json::json!(tool_schema),
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};
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let inputs: String = infer.apply_chat_template(
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messages,
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Some((updated_tools, tool_prompt)),
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@ -28,7 +28,7 @@ use crate::{
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ChatRequest, Chunk, CompatGenerateRequest, Completion, CompletionComplete, CompletionFinal,
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CompletionRequest, CompletionType, DeltaToolCall, Function, Prompt, Tool,
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};
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use crate::{ChatTokenizeResponse, JsonSchemaConfig};
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use crate::{ChatTokenizeResponse, JsonSchemaConfig, JsonSchemaFormat, JsonSchemaOrConfig};
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use crate::{FunctionDefinition, HubPreprocessorConfig, ToolCall, ToolChoice};
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use crate::{MessageBody, ModelInfo, ModelsInfo};
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use async_stream::__private::AsyncStream;
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@ -1363,6 +1363,8 @@ SagemakerRequest,
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GenerateRequest,
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GrammarType,
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JsonSchemaConfig,
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JsonSchemaOrConfig,
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JsonSchemaFormat,
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ChatRequest,
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Message,
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MessageContent,
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@ -350,13 +350,13 @@ impl Validation {
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return Err(ValidationError::Grammar);
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}
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let valid_grammar = match grammar {
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GrammarType::Json(json) => {
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let json = match json {
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GrammarType::Json { value } => {
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let json = match value {
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// if value is a string, we need to parse it again to make sure its
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// a valid json
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Value::String(s) => serde_json::from_str(&s)
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.map_err(|e| ValidationError::InvalidGrammar(e.to_string())),
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Value::Object(_) => Ok(json),
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Value::Object(_) => Ok(value),
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_ => Err(ValidationError::Grammar),
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}?;
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@ -380,9 +380,9 @@ impl Validation {
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ValidGrammar::Regex(grammar_regex.to_string())
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}
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GrammarType::JsonSchema(schema_config) => {
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GrammarType::JsonSchema(json_schema) => {
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// Extract the actual schema for validation
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let json = &schema_config.schema;
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let json = json_schema.schema_value();
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// Check if the json is a valid JSONSchema
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jsonschema::draft202012::meta::validate(json)
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@ -402,7 +402,7 @@ impl Validation {
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ValidGrammar::Regex(grammar_regex.to_string())
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}
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GrammarType::Regex(regex) => ValidGrammar::Regex(regex),
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GrammarType::Regex { value } => ValidGrammar::Regex(value),
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};
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Some(valid_grammar)
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}
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