Working with OMOP vocabularies

# Basic list
result = client.vocabularies.list()
for vocab in result["data"]["vocabularies"]:
    print(f"{vocab['vocabulary_id']}: {vocab['vocabulary_name']}")

# Include statistics
result = client.vocabularies.list(include_stats=True)
for vocab in result["data"]["vocabularies"]:
    print(f"{vocab['vocabulary_id']}: {vocab.get('concept_count', 'N/A')} concepts")

# Custom sorting and pagination
result = client.vocabularies.list(
    sort_by="name",
    sort_order="asc",
    page=1,
    page_size=50
)

vocab = client.vocabularies.get("SNOMED")
print(f"Name: {vocab['data']['vocabulary_name']}")
print(f"Version: {vocab['data']['vocabulary_version']}")
print(f"Reference: {vocab['data']['vocabulary_reference']}")

stats = client.vocabularies.stats("SNOMED")
print(f"Total concepts: {stats['total_concepts']}")
print(f"Standard concepts: {stats['standard_concepts']}")

result = client.vocabularies.domain_stats("SNOMED", "Condition")
print(f"Total concepts: {result['data']['total_concepts']}")
print(f"Standard concepts: {result['data']['standard_concepts']}")

# View concept class breakdown
for cls in result["data"]["concept_classes"]:
    print(f"{cls['concept_class_id']}: {cls['concept_count']} concepts")

result = client.vocabularies.domains()
for domain in result["data"]["domains"]:
    print(f"{domain['domain_id']}: {domain['domain_name']}")

result = client.vocabularies.concept_classes()
for cls in result["data"]:
    print(f"{cls['concept_class_id']}: {cls['concept_class_name']}")

# Basic usage
result = client.vocabularies.concepts("SNOMED", page_size=100)
for concept in result["data"]["concepts"]:
    print(f"{concept['concept_name']} ({concept['concept_id']})")

# Search within vocabulary
result = client.vocabularies.concepts(
    "SNOMED",
    search="diabetes",
    standard_concept="S",
    page_size=50
)

# Include additional data
result = client.vocabularies.concepts(
    "SNOMED",
    search="hypertension",
    include_relationships=True,
    include_synonyms=True
)

# With sorting
result = client.vocabularies.concepts(
    "RxNorm",
    sort_by="concept_id",
    sort_order="desc",
    page_size=100
)

# Include invalid/deprecated concepts
result = client.vocabularies.concepts(
    "ICD10CM",
    include_invalid=True,
    page=1,
    page_size=50
)

# Pagination
print(f"Page {result['meta']['pagination']['page']} of {result['meta']['pagination']['total_pages']}")
print(f"Total: {result['meta']['pagination']['total_items']} concepts")