2626import tarfile
2727import tempfile
2828import time
29+ import urllib .parse
2930import uuid
3031import warnings
3132from typing import Dict , Optional , Tuple
3233
3334import pandas as pd
34- import urllib .parse
3535import yaml
3636
3737from . import api , constants , exceptions , utils
@@ -922,7 +922,7 @@ def create_inference_pipeline(
922922 {"task_type" : task_type .value , ** reference_dataset_config }
923923 )
924924
925- with tempfile .TemporaryDirectory () as tmp_dir :
925+ with tempfile .TemporaryDirectory () as tmp_dir :
926926 # Copy relevant files to tmp dir if reference dataset is provided
927927 if reference_dataset_config_file_path is not None :
928928 utils .write_yaml (
@@ -1135,9 +1135,7 @@ def publish_batch_data(
11351135 with tarfile .open (tar_file_path , mode = "w:gz" ) as tar :
11361136 tar .add (tmp_dir , arcname = os .path .basename ("batch_data" ))
11371137
1138- payload = {
1139- "performGroundTruthMerge" : False ,
1140- }
1138+ payload = {"performGroundTruthMerge" : False }
11411139
11421140 presigned_url_query_params_dict = {
11431141 "earliestTimestamp" : int (earliest_timestamp ),
@@ -1157,8 +1155,10 @@ def publish_batch_data(
11571155 body = payload ,
11581156 storage_uri_key = "storageUri" ,
11591157 method = "POST" ,
1160- presigned_url_endpoint = f"inference-pipelines/{ inference_pipeline_id } /presigned-url" ,
1161- presigned_url_query_params = presigned_url_query_params
1158+ presigned_url_endpoint = (
1159+ f"inference-pipelines/{ inference_pipeline_id } /presigned-url"
1160+ ),
1161+ presigned_url_query_params = presigned_url_query_params ,
11621162 )
11631163
11641164 print ("Batch of data published!" )
@@ -1232,6 +1232,6 @@ def publish_ground_truths(
12321232 storage_uri_key = "storageUri" ,
12331233 method = "POST" ,
12341234 presigned_url_endpoint = f"inference-pipelines/{ inference_pipeline_id } /presigned-url" ,
1235- presigned_url_query_params = presigned_url_query_params
1235+ presigned_url_query_params = presigned_url_query_params ,
12361236 )
12371237 print ("Ground truths published!" )
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