secretflow.component

• secretflow.component.ml
  • secretflow.component.ml.linear
• secretflow.component.preprocessing
  • secretflow.component.preprocessing.train_test_split
• secretflow.component.psi
  • secretflow.component.psi.two_party_balanced

secretflow.component.component

Classes:

IoType(value)	An enumeration.
TableColParam(name, desc[, ...])
Component(name[, domain, version, desc])

class secretflow.component.component.IoType(value)

基类：Enum

An enumeration.

Attributes:

INPUT
OUTPUT

INPUT = 1

OUTPUT = 2

class secretflow.component.component.TableColParam(name: str, desc: str, col_list_min_cnt: int = None, col_list_max_cnt: int = None)

基类：object

Attributes:

name
desc
col_list_min_cnt
col_list_max_cnt

Methods:

__init__(name, desc[, col_list_min_cnt, ...])

name: str

desc: str

col_list_min_cnt: int = None

col_list_max_cnt: int = None

__init__(name: str, desc: str, col_list_min_cnt: Optional[int] = None, col_list_max_cnt: Optional[int] = None) → None

class secretflow.component.component.Component(name: str, domain='', version='', desc='')

基类：object

Methods:

__init__(name[, domain, version, desc])
float_param(name, desc, is_list, is_optional)
int_param(name, desc, is_list, is_optional)
str_param(name, desc, is_list, is_optional)
bool_param(name, desc, is_list, is_optional)
table_io(io_type, name, desc, types[, ...])
model_io(io_type, name, desc, types)
eval_fn(f)
definition()
eval(instance, secretflow_cluster_config)

__init__(name: str, domain='', version='', desc='') → None

float_param(name: str, desc: str, is_list: bool, is_optional: bool, default_value: Optional[Union[List[float], float]] = None, allowed_values: Optional[List[float]] = None, lower_bound: Optional[float] = None, upper_bound: Optional[float] = None, lower_bound_inclusive: bool = False, upper_bound_inclusive: bool = False, list_min_lenth_inclusive: Optional[int] = None, list_max_length_inclusive: Optional[int] = None)

int_param(name: str, desc: str, is_list: bool, is_optional: bool, default_value: Optional[Union[List[int], int]] = None, allowed_values: Optional[List[int]] = None, lower_bound: Optional[int] = None, upper_bound: Optional[int] = None, lower_bound_inclusive: bool = False, upper_bound_inclusive: bool = False, list_min_lenth_inclusive: Optional[int] = None, list_max_length_inclusive: Optional[int] = None)

str_param(name: str, desc: str, is_list: bool, is_optional: bool, default_value: Optional[Union[str, List[str]]] = None, allowed_values: Optional[List[str]] = None, list_min_lenth_inclusive: Optional[int] = None, list_max_length_inclusive: Optional[int] = None)

bool_param(name: str, desc: str, is_list: bool, is_optional: bool, default_value: Optional[Union[List[bool], bool]] = None, list_min_lenth_inclusive: Optional[int] = None, list_max_length_inclusive: Optional[int] = None)

table_io(io_type: IoType, name: str, desc: str, types: List[TableType], col_params: List[TableColParam] = None)

model_io(io_type: IoType, name: str, desc: str, types: List[str])

eval_fn(f)

definition()

eval(instance: NodeDef, secretflow_cluster_config)

secretflow.component.entry

Functions:

gen_key(domain, name, version)
generate_comp_list()
eval(instance, secretflow_cluster_config)

secretflow.component.entry.gen_key(domain: str, name: str, version: str) → str

secretflow.component.entry.generate_comp_list()

secretflow.component.entry.eval(instance: NodeDef, secretflow_cluster_config)

secretflow.component.node_reader

Functions:

check_allowed_values(value, definition)
check_lower_bound(value, definition)
check_upper_bound(value, definition)
get_value(value, definition)

Classes:

NodeReader(instance, definition)

secretflow.component.node_reader.check_allowed_values(value: AtomicParameter, definition: AtomicParameterDef)

secretflow.component.node_reader.check_lower_bound(value: AtomicParameter, definition: AtomicParameterDef)

secretflow.component.node_reader.check_upper_bound(value: AtomicParameter, definition: AtomicParameterDef)

secretflow.component.node_reader.get_value(value: AtomicParameter, definition: AtomicParameterDef)

class secretflow.component.node_reader.NodeReader(instance: NodeDef, definition: ComponentDef)

基类：object

Methods:

__init__(instance, definition)
get_param(prefixes, name)
get_input(name)
get_output(name)

__init__(instance: NodeDef, definition: ComponentDef) → None

get_param(prefixes: str, name: str)

get_input(name: str)

get_output(name: str)