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[Feat] Bedrock Batches - Working e2e flow to upload file + create batch (#14518)

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* fix: bedrock batches transform

* fix: upload_url

* fixes for model name

* fix upload_url

* fix bedrock batch test

* test_mock_bedrock_file_url_mapping
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Ishaan Jaff 2025-09-12 15:37:09 -07:00 • committed by GitHub
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commit e87e50328e
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5 changed files with 253 additions and 23 deletions
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12
litellm/llms/bedrock/batches/transformation.py
View file

@ -124,15 +124,13 @@ class BedrockBatchesConfig(BaseAWSLLM, BaseBatchesConfig):
"AWS IAM role ARN is required for Bedrock batch jobs. "
"Set 'aws_batch_role_arn' in litellm_params or AWS_BATCH_ROLE_ARN env var"
)
# Get the actual Bedrock model ID using common utility
bedrock_model_id = self.common_utils.extract_model_from_s3_file_path(input_file_id, optional_params)
if not bedrock_model_id:
raise ValueError("Could not determine Bedrock model ID. Ensure the model is specified in the input file or passed as a parameter.")
if not model:
raise ValueError("Could not determine Bedrock model ID. Please pass `model` in your request body.")
# Generate job name with the correct model ID using common utility
job_name = self.common_utils.generate_unique_job_name(bedrock_model_id, prefix="litellm")
job_name = self.common_utils.generate_unique_job_name(model, prefix="litellm")
output_key = f"litellm-batch-outputs/{job_name}/"
# Build input data config
@ -151,7 +149,7 @@ class BedrockBatchesConfig(BaseAWSLLM, BaseBatchesConfig):
# Create Bedrock batch request with proper typing
bedrock_request: BedrockCreateBatchRequest = {
"modelId": bedrock_model_id,
"modelId": model,
"jobName": job_name,
"inputDataConfig": input_data_config,
"outputDataConfig": output_data_config,

75
litellm/llms/bedrock/files/transformation.py
View file

@ -111,6 +111,10 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig):
# Remove bedrock/ prefix if present
if _model.startswith("bedrock/"):
_model = _model[8:]
# Replace colons with hyphens for Bedrock S3 URI compliance
_model = _model.replace(":", "-")
object_name = f"litellm-bedrock-files-{_model}-{uuid.uuid4()}.jsonl"
return object_name
@ -357,6 +361,8 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig):
api_base=api_base,
optional_params=optional_params,
)
litellm_params["upload_url"] = api_base
# Return a dict that tells the HTTP handler exactly what to do
return {
@ -440,6 +446,56 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig):
return dict(aws_request.headers), signed_body
def _convert_https_url_to_s3_uri(self, https_url: str) -> tuple[str, str]:
"""
Convert HTTPS S3 URL to s3:// URI format.
Args:
https_url: HTTPS S3 URL (e.g., "https://s3.us-west-2.amazonaws.com/bucket/key")
Returns:
Tuple of (s3_uri, filename)
Example:
Input: "https://s3.us-west-2.amazonaws.com/litellm-proxy/file.jsonl"
Output: ("s3://litellm-proxy/file.jsonl", "file.jsonl")
"""
import re
# Match HTTPS S3 URL patterns
# Pattern 1: https://s3.region.amazonaws.com/bucket/key
# Pattern 2: https://bucket.s3.region.amazonaws.com/key
pattern1 = r"https://s3\.([^.]+)\.amazonaws\.com/([^/]+)/(.+)"
pattern2 = r"https://([^.]+)\.s3\.([^.]+)\.amazonaws\.com/(.+)"
match1 = re.match(pattern1, https_url)
match2 = re.match(pattern2, https_url)
if match1:
# Pattern: https://s3.region.amazonaws.com/bucket/key
region, bucket, key = match1.groups()
s3_uri = f"s3://{bucket}/{key}"
elif match2:
# Pattern: https://bucket.s3.region.amazonaws.com/key
bucket, region, key = match2.groups()
s3_uri = f"s3://{bucket}/{key}"
else:
# Fallback: try to extract bucket and key from URL path
from urllib.parse import urlparse
parsed = urlparse(https_url)
path_parts = parsed.path.lstrip('/').split('/', 1)
if len(path_parts) >= 2:
bucket, key = path_parts[0], path_parts[1]
s3_uri = f"s3://{bucket}/{key}"
else:
raise ValueError(f"Unable to parse S3 URL: {https_url}")
# Extract filename from key
filename = key.split("/")[-1] if "/" in key else key
return s3_uri, filename
def transform_create_file_response(
self,
model: Optional[str],
@ -452,21 +508,18 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig):
"""
# For S3 uploads, we typically get an ETag and other metadata
response_headers = raw_response.headers
# Extract S3 object information from the response
# S3 PUT object returns ETag and other metadata in headers
content_length = response_headers.get("Content-Length", "0")
# Extract bucket and key from the request URL or litellm_params
bucket_name = litellm_params.get("s3_bucket_name") or os.getenv("AWS_S3_BUCKET_NAME")
# Generate file ID in S3 format
object_key = getattr(logging_obj, 'object_key', None) or f"file-{int(time.time())}"
file_id = f"s3://{bucket_name}/{object_key}"
# Extract filename from object key
filename = object_key.split("/")[-1] if "/" in object_key else object_key
# Use the actual upload URL that was used for the S3 upload
upload_url = litellm_params.get("upload_url")
file_id: str = ""
filename: str = ""
if upload_url:
# Convert HTTPS S3 URL to s3:// URI format
file_id, filename = self._convert_https_url_to_s3_uri(upload_url)
return OpenAIFileObject(
purpose="batch", # Default purpose for Bedrock files
id=file_id,

12
litellm/llms/custom_httpx/llm_http_handler.py
View file

@ -2201,7 +2201,6 @@ class BaseLLMHTTPHandler:
litellm_params=litellm_params,
optional_params={},
)
if _is_async:
return self.async_create_file(
transformed_request=transformed_request,
@ -2218,6 +2217,7 @@ class BaseLLMHTTPHandler:
sync_httpx_client = _get_httpx_client()
else:
sync_httpx_client = client
if isinstance(transformed_request, dict) and "method" in transformed_request:
# Handle pre-signed requests (e.g., from Bedrock S3 uploads)
@ -2283,11 +2283,15 @@ class BaseLLMHTTPHandler:
provider_config=provider_config,
)
# Store the upload URL in litellm_params for the transformation method
litellm_params_with_url = dict(litellm_params)
litellm_params_with_url["upload_url"] = api_base
return provider_config.transform_create_file_response(
model=None,
raw_response=upload_response,
logging_obj=logging_obj,
litellm_params=litellm_params,
litellm_params=litellm_params_with_url,
)
async def async_create_file(
@ -2425,7 +2429,7 @@ class BaseLLMHTTPHandler:
api_base = provider_config.get_complete_batch_url(
api_base=api_base,
api_key=api_key,
model="",
model=litellm_params.get("model") or "",
optional_params={},
litellm_params=litellm_params,
data=create_batch_data,
@ -2435,7 +2439,7 @@ class BaseLLMHTTPHandler:
# Get the transformed request data
transformed_request = provider_config.transform_create_batch_request(
model="",
model=litellm_params.get("model") or "",
create_batch_data=create_batch_data,
litellm_params=litellm_params,
optional_params={},

127
tests/batches_tests/bedrock_batch_completions.jsonl
View file

@ -1,3 +1,128 @@
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
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{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "bedrock/us.anthropic.claude-3-5-sonnet-20240620-v1:0", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 10}}

50
tests/batches_tests/test_bedrock_files_and_batches.py
View file

@ -18,6 +18,8 @@ sys.path.insert(
import pytest
from typing import Optional
import litellm
from unittest.mock import patch, MagicMock
import httpx
@pytest.mark.asyncio()
@ -64,7 +66,55 @@ async def test_async_file_and_batch():
input_file_id=file_obj.id,
metadata={"key1": "value1", "key2": "value2"},
custom_llm_provider="bedrock",
#########################################################
# bedrock specific params
#########################################################
model="us.anthropic.claude-3-5-sonnet-20240620-v1:0",
aws_batch_role_arn="arn:aws:iam::888602223428:role/service-role/AmazonBedrockExecutionRoleForAgents_BB9HNW6V4CV"
)
print("CREATED BATCH RESPONSE=", create_batch_response)
@pytest.mark.asyncio()
async def test_mock_bedrock_file_url_mapping():
"""
Simple test to capture PUT URL and validate mapping to file ID.
"""
print("Testing Bedrock file URL mapping")
captured_put_url = None
async def mock_async_create_file(transformed_request, **kwargs):
nonlocal captured_put_url
# Capture PUT URL from transformed request
if isinstance(transformed_request, dict) and "url" in transformed_request:
captured_put_url = transformed_request["url"]
# Call the real method to get actual response
from litellm.files.main import base_llm_http_handler
return await base_llm_http_handler.__class__.async_create_file(
base_llm_http_handler, transformed_request, **kwargs
)
with patch('litellm.files.main.base_llm_http_handler.async_create_file', side_effect=mock_async_create_file):
file_obj = await litellm.acreate_file(
file=open(os.path.join(os.path.dirname(__file__), "bedrock_batch_completions.jsonl"), "rb"),
purpose="batch",
custom_llm_provider="bedrock",
s3_bucket_name="litellm-proxy",
)
print(f"PUT URL: {captured_put_url}")
print(f"File ID: {file_obj.id}")
# Validate URL was captured and response is correct
assert captured_put_url is not None
assert file_obj.id.startswith("s3://")
# Verify mapping
from litellm.llms.bedrock.files.transformation import BedrockFilesConfig
bedrock_config = BedrockFilesConfig()
expected_s3_uri, _ = bedrock_config._convert_https_url_to_s3_uri(captured_put_url)
assert file_obj.id == expected_s3_uri