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Add IT test for deploying pipeline, check status and open /docs route
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components: | ||
llm: | ||
init_parameters: | ||
api_base_url: null | ||
api_key: | ||
env_vars: | ||
- OPENAI_API_KEY | ||
strict: true | ||
type: env_var | ||
generation_kwargs: {} | ||
model: gpt-4o-mini | ||
organization: null | ||
streaming_callback: null | ||
system_prompt: null | ||
type: haystack.components.generators.openai.OpenAIGenerator | ||
prompt_builder: | ||
init_parameters: | ||
required_variables: null | ||
template: "\nGiven the following information, answer the question.\n\nContext:\n\ | ||
{% for document in documents %}\n {{ document.content }}\n{% endfor %}\n\ | ||
\nQuestion: {{question}}\nAnswer:\n" | ||
variables: null | ||
type: haystack.components.builders.prompt_builder.PromptBuilder | ||
retriever: | ||
init_parameters: | ||
document_store: | ||
init_parameters: | ||
bm25_algorithm: BM25L | ||
bm25_parameters: {} | ||
bm25_tokenization_regex: (?u)\b\w\w+\b | ||
embedding_similarity_function: dot_product | ||
index: d8b1f58f-20e9-4a57-a84d-a44fc651de4e | ||
type: haystack.document_stores.in_memory.document_store.InMemoryDocumentStore | ||
filter_policy: replace | ||
filters: null | ||
return_embedding: false | ||
scale_score: false | ||
top_k: 10 | ||
type: haystack.components.retrievers.in_memory.embedding_retriever.InMemoryEmbeddingRetriever | ||
text_embedder: | ||
init_parameters: | ||
batch_size: 32 | ||
config_kwargs: null | ||
device: | ||
device: mps | ||
type: single | ||
model: sentence-transformers/all-MiniLM-L6-v2 | ||
model_kwargs: null | ||
normalize_embeddings: false | ||
precision: float32 | ||
prefix: '' | ||
progress_bar: true | ||
suffix: '' | ||
token: | ||
env_vars: | ||
- HF_API_TOKEN | ||
- HF_TOKEN | ||
strict: false | ||
type: env_var | ||
tokenizer_kwargs: null | ||
truncate_dim: null | ||
trust_remote_code: false | ||
type: haystack.components.embedders.sentence_transformers_text_embedder.SentenceTransformersTextEmbedder | ||
connections: | ||
- receiver: retriever.query_embedding | ||
sender: text_embedder.embedding | ||
- receiver: prompt_builder.documents | ||
sender: retriever.documents | ||
- receiver: llm.prompt | ||
sender: prompt_builder.prompt | ||
max_runs_per_component: 100 | ||
metadata: {} |
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components: | ||
document_embedder: | ||
init_parameters: | ||
batch_size: 32 | ||
config_kwargs: null | ||
device: | ||
device: cpu | ||
type: single | ||
model: sentence-transformers/paraphrase-MiniLM-L3-v2 | ||
model_kwargs: null | ||
normalize_embeddings: false | ||
precision: float32 | ||
prefix: '' | ||
progress_bar: true | ||
suffix: '' | ||
token: | ||
env_vars: | ||
- HF_API_TOKEN | ||
- HF_TOKEN | ||
strict: false | ||
type: env_var | ||
tokenizer_kwargs: null | ||
truncate_dim: null | ||
trust_remote_code: false | ||
type: haystack.components.embedders.sentence_transformers_text_embedder.SentenceTransformersTextEmbedder | ||
document_retriever: | ||
init_parameters: | ||
document_store: | ||
init_parameters: | ||
bm25_algorithm: BM25L | ||
bm25_parameters: {} | ||
bm25_tokenization_regex: (?u)\b\w\w+\b | ||
embedding_similarity_function: dot_product | ||
index: b39f1fea-7c83-4fdc-a9e0-928e3d5e4ae7 | ||
type: haystack.document_stores.in_memory.document_store.InMemoryDocumentStore | ||
filter_policy: replace | ||
filters: null | ||
return_embedding: false | ||
scale_score: false | ||
top_k: 3 | ||
type: haystack.components.retrievers.in_memory.embedding_retriever.InMemoryEmbeddingRetriever | ||
connections: | ||
- receiver: document_retriever.query_embedding | ||
sender: document_embedder.embedding | ||
max_runs_per_component: 100 | ||
metadata: {} |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,46 @@ | ||
components: | ||
document_embedder: | ||
init_parameters: | ||
batch_size: 32 | ||
config_kwargs: null | ||
device: | ||
device: cpu | ||
type: single | ||
model: sentence-transformers/paraphrase-MiniLM-L3-v2 | ||
model_kwargs: null | ||
normalize_embeddings: false | ||
precision: float32 | ||
prefix: '' | ||
progress_bar: true | ||
suffix: '' | ||
token: | ||
env_vars: | ||
- HF_API_TOKEN | ||
- HF_TOKEN | ||
strict: false | ||
type: env_var | ||
tokenizer_kwargs: null | ||
truncate_dim: null | ||
trust_remote_code: false | ||
type: haystack.components.embedders.sentence_transformers_text_embedder.SentenceTransformersTextEmbedder | ||
document_retriever: | ||
init_parameters: | ||
document_store: | ||
init_parameters: | ||
bm25_algorithm: BM25L | ||
bm25_parameters: {} | ||
bm25_tokenization_regex: (?u)\b\w\w+\b | ||
embedding_similarity_function: dot_product | ||
index: b39f1fea-7c83-4fdc-a9e0-928e3d5e4ae7 | ||
type: haystack.document_stores.in_memory.document_store.InMemoryDocumentStore | ||
filter_policy: replace | ||
filters: null | ||
return_embedding: false | ||
scale_score: false | ||
top_k: 3 | ||
type: haystack.components.retrievers.in_memory.embedding_retriever.InMemoryEmbeddingRetriever | ||
connections: | ||
- receiver: document_retriever.query_embedding | ||
sender: document_embedder.embedding | ||
max_runs_per_component: 100 | ||
metadata: {} |
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import pytest | ||
from fastapi.testclient import TestClient | ||
from hayhooks.server import app | ||
from pathlib import Path | ||
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client = TestClient(app) | ||
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# Load pipeline definitions from test_files | ||
test_files = Path(__file__).parent / "test_files" | ||
pipeline_names = [file.stem for file in test_files.glob("*.yml")] | ||
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@pytest.mark.parametrize("pipeline_name", pipeline_names) | ||
def test_deploy_pipeline_def(pipeline_name: str): | ||
pipeline_def = (Path(__file__).parent / "test_files" / f"{pipeline_name}.yml").read_text() | ||
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deploy_response = client.post("/deploy", json={"name": pipeline_name, "source_code": pipeline_def}) | ||
assert deploy_response.status_code == 200 | ||
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status_response = client.get("/status") | ||
assert pipeline_name in status_response.json()["pipelines"] | ||
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docs_response = client.get("/docs") | ||
assert docs_response.status_code == 200 |