def pipeline(my_pipe_param: list = [100, 200], my_pipe_param3: list = [1, 2]):
loop_args = [{'a': 1, 'b': 2}, {'a': 10, 'b': 20}]
with Loop(loop_args).enumerate() as (i, item):
# 2 iterations in total
op1_template = components.load_component_from_text(op1_yaml)
op1 = op1_template(index=i, item=item.a)
with dsl.ParallelFor(my_pipe_param) as inner_item:
# 4 iterations in total
op11_template = components.load_component_from_text(op11_yaml)
op11 = op11_template(item.a, inner_item)
my_pipe_param2: List[int] = [4, 5]
with Loop(my_pipe_param2).enumerate() as (j, inner_item):
# 8 iterations in total
op12_template = components.load_component_from_text(op12_yaml)
op12 = op12_template(outter_index=i,
index=j,
item=item.b,
inner_item=inner_item)
with dsl.ParallelFor(my_pipe_param3) as inner_item:
# 16 iterations in total
op13_template = components.load_component_from_text(
op13_yaml)
op13 = op13_template(item.b, inner_item)
op2_template = components.load_component_from_text(op2_yaml)
op2 = op2_template(item.b)
def pipeline(my_pipe_param: int = 10, start: int = 1, end: int = 2):
start_2 = 1
end_2 = 2
with Loop.range(start=start, end=end) as item:
op1_template = components.load_component_from_text(op1_yaml)
op1_template(item, my_pipe_param)
with Loop.range(start=start_2, end=end_2) as item2:
op1_template(item2, my_pipe_param)
def pipeline(my_pipe_param: int = 10):
loop_args = '1,2'
with Loop.from_string(loop_args, separator=',') as item:
op1_template = components.load_component_from_text(op1_yaml)
op1_template(item, my_pipe_param)
def pipeline():
source_task = produce_op()
with Loop(source_task.outputs['data_list']).enumerate() as (i, item):
consume_op(iter=i, data=item)
def loop_empty(start: int = 0, end: int = 5):
with Loop.range(start, end):
pass
def separator_from_task():
text = PrintOp("text", "a,b,c").output
separator = PrintOp("separator", ",").output
with Loop.from_string(text, separator):
PrintOp("print")
def separator_from_param(text: str = 'a,b,c', separator: str = ','):
with Loop.from_string(text, separator):
PrintOp("print")