return result
-
-def create_random_csv_object(rows,columns):
+def create_random_csv_object(rows,columns,col_delim=",",record_delim="\n"):
result = ""
for i in range(rows):
row = "";
for y in range(columns):
- row = row + "{},".format(random.randint(0,1000));
- result += row + "\n"
+ row = row + "{}{}".format(random.randint(0,1000),col_delim);
+ result += row + record_delim
return result
+
def upload_csv_object(bucket_name,new_key,obj):
conn = get_connection()
conn.create_bucket( bucket_name )
k1.set_contents_from_string( obj );
-def run_s3select(bucket,key,query):
+def run_s3select(bucket,key,query,column_delim=",",row_delim="\n",quot_char='"',esc_char='\\'):
s3 = boto3.client('s3',#'sns',
endpoint_url=endpoint,
aws_access_key_id=access_key,
Bucket=bucket,
Key=key,
ExpressionType='SQL',
- InputSerialization = {"CSV": {}, "CompressionType": "NONE"},
+ InputSerialization = {"CSV": {"RecordDelimiter" : row_delim, "FieldDelimiter" : column_delim,"QuoteEscapeCharacter": esc_char, "QuoteCharacter": quot_char}, "CompressionType": "NONE"},
OutputSerialization = {"CSV": {}},
Expression=query,)
assert res_s3select_date_time_utcnow == res_s3select_count
+def test_csv_parser():
+
+ # purpuse: test default csv values(, \n " \ ), return value may contain meta-char
+ # NOTE: should note that default meta-char for s3select are also for python, thus for one example double \ is mandatory
+
+ csv_obj = ',first,,,second,third="c31,c32,c33",forth="1,2,3,4",fifth="my_string=\\"any_value\\" , my_other_string=\\"aaaa,bbb\\" ",' + "\n"
+ csv_obj_name = "csv_one_line"
+ bucket_name = "test"
+
+ upload_csv_object(bucket_name,csv_obj_name,csv_obj)
+
+ # return value contain comma{,}
+ res_s3select_alias = remove_xml_tags_from_result( run_s3select(bucket_name,csv_obj_name,"select _6 from stdin;") ).replace("\n","")
+ assert res_s3select_alias == 'third="c31,c32,c33",'
+
+ # return value contain comma{,}
+ res_s3select_alias = remove_xml_tags_from_result( run_s3select(bucket_name,csv_obj_name,"select _7 from stdin;") ).replace("\n","")
+ assert res_s3select_alias == 'forth="1,2,3,4",'
+
+ # return value contain comma{,}{"}, escape-rule{\} by-pass quote{"} , the escape{\} is removed.
+ res_s3select_alias = remove_xml_tags_from_result( run_s3select(bucket_name,csv_obj_name,"select _8 from stdin;") ).replace("\n","")
+ assert res_s3select_alias == 'fifth="my_string="any_value" , my_other_string="aaaa,bbb" ",'
+
+ # return NULL as first token
+ res_s3select_alias = remove_xml_tags_from_result( run_s3select(bucket_name,csv_obj_name,"select _1 from stdin;") ).replace("\n","")
+ assert res_s3select_alias == ','
+
+ # return NULL in the middle of line
+ res_s3select_alias = remove_xml_tags_from_result( run_s3select(bucket_name,csv_obj_name,"select _3 from stdin;") ).replace("\n","")
+ assert res_s3select_alias == ','
+
+ # return NULL in the middle of line (successive)
+ res_s3select_alias = remove_xml_tags_from_result( run_s3select(bucket_name,csv_obj_name,"select _4 from stdin;") ).replace("\n","")
+ assert res_s3select_alias == ','
+
+ # return NULL at the end line
+ res_s3select_alias = remove_xml_tags_from_result( run_s3select(bucket_name,csv_obj_name,"select _9 from stdin;") ).replace("\n","")
+ assert res_s3select_alias == ','
+
+def test_csv_definition():
+
+ number_of_rows = 10000
+
+ #create object with pipe-sign as field separator and tab as row delimiter.
+ csv_obj = create_random_csv_object(number_of_rows,10,"|","\t")
+
+ csv_obj_name = "csv_pipeSign_tab_eol"
+ bucket_name = "test"
+
+ upload_csv_object(bucket_name,csv_obj_name,csv_obj)
+
+ # purpose of tests is to parse correctly input with different csv defintions
+ res = remove_xml_tags_from_result( run_s3select(bucket_name,csv_obj_name,"select count(0) from stdin;","|","\t") ).replace(",","")
+
+ assert number_of_rows == int(res)
+
+ # assert is according to radom-csv function
+ # purpose of test is validate that tokens are processed correctly
+ res = remove_xml_tags_from_result( run_s3select(bucket_name,csv_obj_name,"select min(int(_1)),max(int(_2)),min(int(_3))+1 from stdin;","|","\t") ).replace("\n","")
+
+ assert res == "0,1000,1,"
+