def consume_outputs(my_input: float, seed: int = 5) -> float:
is_heads = coin_toss(seed=seed)
res = (conditional("double_or_square").if_(is_heads.is_true()).then(
square(n=my_input)).else_().then(calc_sum(a=my_input, b=my_input)))
# Regardless of the result, call ``double`` before
# the variable `res` is returned. In this case, ``res`` stores the value of the ``square`` or ``double`` of the variable `my_input`
return double(n=res)
def merge_sort(numbers: typing.List[int],
numbers_count: int,
run_local_at_count: int = 10) -> typing.List[int]:
return (conditional("terminal_case").if_(
numbers_count <= run_local_at_count).then(
sort_locally(numbers=numbers)).else_().then(
merge_sort_remotely(numbers=numbers,
run_local_at_count=run_local_at_count)))
def multiplier(my_input: float) -> float:
return (
conditional("fractions")
.if_((my_input >= 0.1) & (my_input <= 1.0))
.then(double(n=my_input))
.else_()
.then(square(n=my_input))
)
def multiplier_3(my_input: float) -> float:
d = (conditional("fractions").if_((my_input > 0.1)
& (my_input < 1.0)).then(
double(n=my_input)).
elif_((my_input > 1.0) & (my_input < 10.0)).then(square(
n=my_input)).else_().fail("The input must be between 0 and 10"))
# d will be either the output of `double` or t he output of `square`. If the conditional() falls through the fail
# branch, execution will not reach here.
return double(n=d)
def multiplier_2(my_input: float) -> float:
return (
conditional("fractions")
.if_((my_input > 0.1) & (my_input < 1.0))
.then(double(n=my_input))
.elif_((my_input > 1.0) & (my_input <= 10.0))
.then(square(n=my_input))
.else_()
.fail("The input must be between 0 and 10")
)
def multiplier_3(my_input: float) -> float:
result = (
conditional("fractions").if_((my_input > 0.1) & (my_input < 1.0)).then(
double(
n=my_input)).elif_((my_input > 1.0) & (my_input < 10.0)).then(
square(n=my_input)).else_().fail(
"The input must be between 0 and 10"))
# the 'result' will either be the output of `double` or `square`. If none of the conditions is true,
# it gives a failure message.
return double(n=result)
def blast_wf(
datadir: str = "data/kitasatospora",
outdir: str = "output",
query: str = "k_sp_CB01950_penicillin.fasta",
db: str = "kitasatospora_proteins.faa",
blast_output: str = "AMK19_00175_blastx_kitasatospora.tab",
) -> BLASTXOutput:
stdout, blastout = blastx_on_shell(datadir=datadir,
outdir=outdir,
query=query,
db=db,
blast_output=blast_output)
result = is_batchx_success(stdout=stdout)
result, plot = (conditional("blastx_output").if_(result.is_true()).then(
blastx_output(blastout=blastout)).else_().fail("BLASTX failed"))
return BLASTXOutput(result=result, plot=plot)
def basic_boolean_wf() -> int:
result = coin_toss()
return (conditional("test").if_(result.is_true()).then(
success()).else_().then(failed()))
def bool_input_wf(b: bool) -> int:
return conditional("test").if_(b.is_true()).then(success()).else_().then(
failed())
