Module Expr Str Import alias Import alias Import alias Import alias ImportFrom alias Import alias identifier Import alias identifier Import alias ImportFrom alias ImportFrom alias Expr Call NameLoad Import alias identifier Import alias identifier Import alias identifier Import alias identifier Import alias identifier Import alias identifier Import alias identifier Assign NameStore Str Assign NameStore Str Assign NameStore Str Assign NameStore Str Assign NameStore Str ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr FunctionDef arguments args NameParam NameParam defaults body Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr decorator_list Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad Call AttributeLoad NameLoad attr Num Assign NameStore SubscriptLoad Call AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Assign NameStore SubscriptLoad Call AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr FunctionDef arguments args NameParam NameParam defaults body Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr decorator_list Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad Call AttributeLoad NameLoad attr Num Assign NameStore SubscriptLoad Call AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore SubscriptLoad Call AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore SubscriptLoad Call AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore SubscriptLoad Call AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr FunctionDef arguments args NameParam NameParam defaults body Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr decorator_list Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad Call AttributeLoad NameLoad attr Num Assign NameStore SubscriptLoad Call AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Num Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad Assign AttributeStore AttributeLoad NameLoad attr attr IfExp CompareIsNot NameLoad NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad Assign AttributeStore AttributeLoad NameLoad attr attr IfExp NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr FunctionDef arguments args NameParam NameParam defaults body Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr decorator_list Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad If CompareIsNot NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Num If CompareIsNot NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad Return TupleLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Num For NameStore TupleLoad TupleLoad AttributeLoad NameLoad attr BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad AttributeLoad NameLoad attr TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad AttributeLoad NameLoad attr TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr Call NameLoad ListComp Call NameLoad ListComp CompareIn NameLoad NameLoad comprehension TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad comprehension NameStore NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Num For TupleStore NameStore NameStore Call NameLoad Call NameLoad NameLoad TupleLoad AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num AttributeLoad AttributeLoad NameLoad attr attr decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign NameStore SubscriptLoad Call AttributeLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr Str Num Index Num Assign NameStore Dict Str AttributeLoad NameLoad attr NameLoad NameLoad Dict Dict Str AttributeLoad AttributeLoad NameLoad attr attr ListLoad ListLoad NameLoad Dict Str AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr ListLoad ListLoad AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr ListLoad NameLoad ListLoad AttributeLoad AttributeLoad NameLoad attr attr Dict Str AttributeLoad AttributeLoad NameLoad attr attr ListLoad ListLoad NameLoad For NameStore Call AttributeLoad NameLoad attr body Assign NameStore SubscriptLoad NameLoad Index NameLoad For NameStore Call AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Index NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Call NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad Call NameLoad NameLoad Call NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Num For TupleStore NameStore NameStore TupleLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index CompareEq NameLoad Num Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num Num Assign NameStore AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Num For TupleStore NameStore NameStore NameStore TupleLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr NameLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr NameLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad NameLoad attr ListLoad Num Num TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Call NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index UnaryOpInvert NameLoad Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num Num Assign NameStore AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Num For TupleStore NameStore NameStore NameStore TupleLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr NameLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr NameLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad NameLoad attr ListLoad Num Num TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Call NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index UnaryOpInvert NameLoad Num Assign SubscriptStore NameLoad Index CompareEq NameLoad Num Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num Num Assign NameStore AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Num For TupleStore NameStore NameStore NameStore TupleLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr NameLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr NameLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad NameLoad attr ListLoad Num Num TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Call NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index UnaryOpInvert NameLoad Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num NameLoad Num Assign NameStore AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Num For TupleStore NameStore NameStore NameStore TupleLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr NameLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr NameLoad TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad NameLoad attr ListLoad Num Num Num TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num TupleLoad NameLoad BinOpMod AttributeLoad AttributeLoad NameLoad attr attr NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Call NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad body If CompareIs NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad orelse Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num NameLoad Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Index Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Index Num NameLoad Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore CompareEq NameLoad Num Assign SubscriptStore NameLoad Index TupleLoad Num Num NameLoad Assign NameStore UnaryOpInvert NameLoad Assign NameStore NameLoad Assign SubscriptStore NameLoad Index CompareNotEq NameLoad Num Num Assign SubscriptStore NameLoad Index TupleLoad Num Num Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index CompareEq NameLoad Num Num Assign SubscriptStore NameLoad Index CompareEq NameLoad Num Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index CompareEq NameLoad Num Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index CompareEq NameLoad Num Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword NameLoad Assign AttributeStore AttributeLoad NameLoad attr attr Num Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore SubscriptLoad NameLoad ExtSlice Slice Num Slice Index CompareEq SubscriptLoad NameLoad ExtSlice Slice Slice Num Num Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign SubscriptStore NameLoad ExtSlice Slice Num Num Slice Num Num Num Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore SubscriptLoad NameLoad ExtSlice Slice Num Slice Index CompareEq SubscriptLoad NameLoad ExtSlice Slice Slice Num Num Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr NameLoad decorator_list decorator_list
N/A N/A test_maskobjects.py - test the MaskObjects module
 N/A base64 N/A os N/A unittest N/A zlib StringIO StringIO N/A PIL.Image PILImage N/A numpy np N/A scipy.ndimage matplotlib.image pil_to_array cellprofiler.preferences set_headless N/A N/A set_headless N/A cellprofiler.pipeline cpp N/A cellprofiler.cpmodule cpm N/A cellprofiler.cpimage cpi N/A cellprofiler.measurements cpmeas N/A cellprofiler.objects cpo N/A cellprofiler.workspace cpw N/A cellprofiler.modules.maskobjects M N/A INPUT_OBJECTS inputobjects N/A OUTPUT_OBJECTS outputobjects N/A MASKING_OBJECTS maskingobjects N/A MASKING_IMAGE maskingobjects N/A OUTPUT_OUTLINES outputoutlines TestMaskObjects N/A N/A unittest TestCase N/A test_01_01_load_matlab_exclude N/A N/A self N/A N/A N/A Load a pipeline with an Exclude module N/A data 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 N/A pipeline N/A N/A cpp Pipeline callback N/A N/A caller event N/A N/A N/A N/A N/A self assertFalse N/A isinstance event N/A cpp LoadExceptionEvent N/A N/A N/A N/A pipeline add_listener callback N/A N/A N/A pipeline load N/A StringIO N/A N/A zlib decompress N/A N/A base64 b64decode data N/A N/A N/A self assertEqual N/A len N/A N/A pipeline modules 5 N/A module N/A N/A N/A pipeline modules N/A -2 N/A N/A N/A self assertTrue N/A isinstance module N/A M MaskObjects N/A N/A N/A self assertEqual N/A N/A module object_name value Nuclei N/A N/A N/A self assertEqual N/A N/A module mask_choice value N/A M MC_OBJECTS N/A N/A N/A self assertEqual N/A N/A module masking_objects value Cells N/A N/A N/A self assertEqual N/A N/A module remaining_objects value FilteredNuclei N/A N/A N/A self assertEqual N/A N/A module retain_or_renumber value N/A M R_RENUMBER N/A N/A N/A self assertEqual N/A N/A module overlap_choice value N/A M P_MASK N/A N/A N/A self assertTrue N/A module wants_outlines N/A N/A N/A self assertEqual N/A N/A module outlines_name value FNOutlines N/A module N/A N/A N/A pipeline modules N/A -1 N/A N/A N/A self assertTrue N/A isinstance module N/A M MaskObjects N/A N/A N/A self assertEqual N/A N/A module object_name value Nuclei N/A N/A N/A self assertEqual N/A N/A module mask_choice value N/A M MC_OBJECTS N/A N/A N/A self assertEqual N/A N/A module masking_objects value Cells N/A N/A N/A self assertEqual N/A N/A module remaining_objects value FilteredFoo N/A N/A N/A self assertEqual N/A N/A module retain_or_renumber value N/A M R_RETAIN N/A N/A N/A self assertEqual N/A N/A module overlap_choice value N/A M P_REMOVE N/A N/A N/A self assertFalse N/A module wants_outlines N/A test_01_02_load_v1 N/A N/A self N/A N/A N/A data CellProfiler Pipeline: http://www.cellprofiler.org
Version:1
SVNRevision:9193

MaskObjects:[module_num:1|svn_version:\'Unknown\'|variable_revision_number:1|show_window:True|notes:\x5B\x5D]
    Objects to be masked\x3A:Nuclei
    Name the masked objects\x3A:MaskedNuclei
    Mask using other objects or binary image?:Objects
    Masking objects\x3A:Wells
    Masking image\x3A:None
    How do you want to handle objects that are partially masked?:Keep overlapping region
    How much of the object must overlap?:0.5
    Retain original numbering or renumber objects?:Renumber
    Save outlines for the resulting objects?:No
    Outlines name\x3A:MaskedOutlines

MaskObjects:[module_num:2|svn_version:\'Unknown\'|variable_revision_number:1|show_window:True|notes:\x5B\x5D]
    Objects to be masked\x3A:Cells
    Name the masked objects\x3A:MaskedCells
    Mask using other objects or binary image?:Image
    Masking objects\x3A:None
    Masking image\x3A:WellBoundary
    How do you want to handle objects that are partially masked?:Keep
    How much of the object must overlap?:0.5
    Retain original numbering or renumber objects?:Retain
    Save outlines for the resulting objects?:Yes
    Outlines name\x3A:MaskedCellOutlines

MaskObjects:[module_num:3|svn_version:\'Unknown\'|variable_revision_number:1|show_window:True|notes:\x5B\x5D]
    Objects to be masked\x3A:Cytoplasm
    Name the masked objects\x3A:MaskedCytoplasm
    Mask using other objects or binary image?:Objects
    Masking objects\x3A:Cells
    Masking image\x3A:None
    How do you want to handle objects that are partially masked?:Remove
    How much of the object must overlap?:0.5
    Retain original numbering or renumber objects?:Renumber
    Save outlines for the resulting objects?:No
    Outlines name\x3A:MaskedOutlines

MaskObjects:[module_num:4|svn_version:\'Unknown\'|variable_revision_number:1|show_window:True|notes:\x5B\x5D]
    Objects to be masked\x3A:Speckles
    Name the masked objects\x3A:MaskedSpeckles
    Mask using other objects or binary image?:Objects
    Masking objects\x3A:Cells
    Masking image\x3A:None
    How do you want to handle objects that are partially masked?:Remove depending on overlap
    How much of the object must overlap?:0.3
    Retain original numbering or renumber objects?:Renumber
    Save outlines for the resulting objects?:No
    Outlines name\x3A:MaskedOutlines
 N/A pipeline N/A N/A cpp Pipeline callback N/A N/A caller event N/A N/A N/A N/A N/A self assertFalse N/A isinstance event N/A cpp LoadExceptionEvent N/A N/A N/A N/A pipeline add_listener callback N/A N/A N/A pipeline load N/A StringIO data N/A N/A N/A self assertEqual N/A len N/A N/A pipeline modules 4 N/A module N/A N/A N/A pipeline modules N/A 0 N/A N/A N/A self assertTrue N/A isinstance module N/A M MaskObjects N/A N/A N/A self assertEqual N/A N/A module object_name value Nuclei N/A N/A N/A self assertEqual N/A N/A module mask_choice value N/A M MC_OBJECTS N/A N/A N/A self assertEqual N/A N/A module masking_objects value Wells N/A N/A N/A self assertEqual N/A N/A module remaining_objects value MaskedNuclei N/A N/A N/A self assertEqual N/A N/A module retain_or_renumber value N/A M R_RENUMBER N/A N/A N/A self assertEqual N/A N/A module overlap_choice value N/A M P_MASK N/A N/A N/A self assertFalse N/A module wants_outlines N/A N/A N/A self assertFalse N/A module wants_inverted_mask N/A module N/A N/A N/A pipeline modules N/A 1 N/A N/A N/A self assertTrue N/A isinstance module N/A M MaskObjects N/A N/A N/A self assertEqual N/A N/A module object_name value Cells N/A N/A N/A self assertEqual N/A N/A module mask_choice value N/A M MC_IMAGE N/A N/A N/A self assertEqual N/A N/A module masking_image value WellBoundary N/A N/A N/A self assertEqual N/A N/A module remaining_objects value MaskedCells N/A N/A N/A self assertEqual N/A N/A module retain_or_renumber value N/A M R_RETAIN N/A N/A N/A self assertEqual N/A N/A module overlap_choice value N/A M P_KEEP N/A N/A N/A self assertTrue N/A module wants_outlines N/A N/A N/A self assertEqual N/A N/A module outlines_name value MaskedCellOutlines N/A N/A N/A self assertFalse N/A module wants_inverted_mask N/A module N/A N/A N/A pipeline modules N/A 2 N/A N/A N/A self assertTrue N/A isinstance module N/A M MaskObjects N/A N/A N/A self assertEqual N/A N/A module object_name value Cytoplasm N/A N/A N/A self assertEqual N/A N/A module mask_choice value N/A M MC_OBJECTS N/A N/A N/A self assertEqual N/A N/A module masking_objects value Cells N/A N/A N/A self assertEqual N/A N/A module remaining_objects value MaskedCytoplasm N/A N/A N/A self assertEqual N/A N/A module retain_or_renumber value N/A M R_RENUMBER N/A N/A N/A self assertEqual N/A N/A module overlap_choice value N/A M P_REMOVE N/A N/A N/A self assertFalse N/A module wants_outlines N/A N/A N/A self assertFalse N/A module wants_inverted_mask N/A module N/A N/A N/A pipeline modules N/A 3 N/A N/A N/A self assertTrue N/A isinstance module N/A M MaskObjects N/A N/A N/A self assertEqual N/A N/A module object_name value Speckles N/A N/A N/A self assertEqual N/A N/A module mask_choice value N/A M MC_OBJECTS N/A N/A N/A self assertEqual N/A N/A module masking_objects value Cells N/A N/A N/A self assertEqual N/A N/A module remaining_objects value MaskedSpeckles N/A N/A N/A self assertEqual N/A N/A module retain_or_renumber value N/A M R_RENUMBER N/A N/A N/A self assertEqual N/A N/A module overlap_choice value N/A M P_REMOVE_PERCENTAGE N/A N/A N/A self assertAlmostEqual N/A N/A module overlap_fraction value 0.3 N/A N/A N/A self assertFalse N/A module wants_outlines N/A N/A N/A self assertFalse N/A module wants_inverted_mask N/A test_01_03_load_v2 N/A N/A self N/A N/A N/A data CellProfiler Pipeline: http://www.cellprofiler.org
Version:1
SVNRevision:9193

MaskObjects:[module_num:1|svn_version:\'Unknown\'|variable_revision_number:1|show_window:True|notes:\x5B\x5D]
    Objects to be masked\x3A:Nuclei
    Name the masked objects\x3A:MaskedNuclei
    Mask using other objects or binary image?:Objects
    Masking objects\x3A:Wells
    Masking image\x3A:None
    How do you want to handle objects that are partially masked?:Keep overlapping region
    How much of the object must overlap?:0.5
    Retain original numbering or renumber objects?:Renumber
    Save outlines for the resulting objects?:No
    Outlines name\x3A:MaskedOutlines
    Invert the mask?:Yes
     N/A pipeline N/A N/A cpp Pipeline callback N/A N/A caller event N/A N/A N/A N/A N/A self assertFalse N/A isinstance event N/A cpp LoadExceptionEvent N/A N/A N/A N/A pipeline add_listener callback N/A N/A N/A pipeline load N/A StringIO data N/A N/A N/A self assertEqual N/A len N/A N/A pipeline modules 1 N/A module N/A N/A N/A pipeline modules N/A 0 N/A N/A N/A self assertTrue N/A isinstance module N/A M MaskObjects N/A N/A N/A self assertEqual N/A N/A module object_name value Nuclei N/A N/A N/A self assertEqual N/A N/A module mask_choice value N/A M MC_OBJECTS N/A N/A N/A self assertEqual N/A N/A module masking_objects value Wells N/A N/A N/A self assertEqual N/A N/A module remaining_objects value MaskedNuclei N/A N/A N/A self assertEqual N/A N/A module retain_or_renumber value N/A M R_RENUMBER N/A N/A N/A self assertEqual N/A N/A module overlap_choice value N/A M P_MASK N/A N/A N/A self assertFalse N/A module wants_outlines N/A N/A N/A self assertTrue N/A module wants_inverted_mask N/A make_workspace N/A N/A self labels overlap_choice masking_objects masking_image renumber wants_outlines N/A None None True False N/A N/A module N/A N/A M MaskObjects N/A N/A module module_num 1 N/A N/A N/A module object_name value INPUT_OBJECTS N/A N/A N/A module remaining_objects value OUTPUT_OBJECTS N/A N/A N/A module mask_choice value N/A N/A masking_objects None N/A M MC_OBJECTS N/A M MC_IMAGE N/A N/A N/A module masking_image value MASKING_IMAGE N/A N/A N/A module masking_objects value MASKING_OBJECTS N/A N/A N/A module retain_or_renumber value N/A renumber N/A M R_RENUMBER N/A M R_RETAIN N/A N/A N/A module overlap_choice value overlap_choice N/A N/A N/A module wants_outlines value wants_outlines N/A N/A N/A module outlines_name value OUTPUT_OUTLINES N/A pipeline N/A N/A cpp Pipeline callback N/A N/A caller event N/A N/A N/A N/A N/A self assertFalse N/A isinstance event N/A cpp RunExceptionEvent N/A N/A N/A N/A pipeline add_listener callback N/A N/A N/A pipeline add_module module N/A object_set N/A N/A cpo ObjectSet N/A io N/A N/A cpo Objects N/A N/A io segmented labels N/A N/A N/A object_set add_objects io INPUT_OBJECTS N/A N/A masking_objects None N/A N/A oo N/A N/A cpo Objects N/A N/A oo segmented masking_objects N/A N/A N/A object_set add_objects oo MASKING_OBJECTS N/A image_set_list N/A N/A cpi ImageSetList N/A image_set N/A N/A image_set_list get_image_set 0 N/A N/A masking_image None N/A N/A mi N/A N/A cpi Image masking_image N/A N/A N/A image_set add MASKING_IMAGE mi N/A workspace N/A N/A cpw Workspace pipeline module image_set object_set N/A N/A cpmeas Measurements image_set_list N/A N/A workspace module N/A test_02_01_measurement_columns N/A N/A self N/A N/A N/A Test get_measurement_columns N/A N/A workspace module N/A N/A self make_workspace N/A N/A np zeros N/A 20 10 int N/A M P_MASK N/A N/A np zeros N/A 20 10 int N/A columns N/A N/A module get_measurement_columns N/A workspace pipeline N/A N/A N/A self assertEqual N/A len columns 6 N/A expected N/A N/A N/A cpmeas IMAGE N/A N/A N/A M I FF_COUNT OUTPUT_OBJECTS N/A cpmeas COLTYPE_INTEGER N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_X N/A cpmeas COLTYPE_FLOAT N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_Y N/A cpmeas COLTYPE_FLOAT N/A OUTPUT_OBJECTS N/A N/A N/A M I FF_PARENT INPUT_OBJECTS N/A cpmeas COLTYPE_INTEGER N/A OUTPUT_OBJECTS N/A N/A M I M_NUMBER_OBJECT_NUMBER N/A cpmeas COLTYPE_INTEGER N/A INPUT_OBJECTS N/A N/A N/A M I FF_CHILDREN_COUNT OUTPUT_OBJECTS N/A cpmeas COLTYPE_INTEGER N/A N/A N/A N/A self assertTrue N/A any N/A N/A all N/A N/A c e N/A N/A c e N/A zip column expected N/A column columns N/A test_02_02_measurement_categories N/A N/A self N/A N/A N/A N/A workspace module N/A N/A self make_workspace N/A N/A np zeros N/A 20 10 int N/A M MC_OBJECTS N/A N/A np zeros N/A 20 10 int N/A categories N/A N/A module get_categories N/A workspace pipeline Foo N/A N/A N/A self assertEqual N/A len categories 0 N/A categories N/A N/A module get_categories N/A workspace pipeline N/A cpmeas IMAGE N/A N/A N/A self assertEqual N/A len categories 1 N/A N/A N/A self assertEqual N/A categories N/A 0 N/A N/A M I C_COUNT N/A categories N/A N/A module get_categories N/A workspace pipeline OUTPUT_OBJECTS N/A N/A N/A self assertEqual N/A len categories 3 N/A N/A category expected N/A zip N/A sorted categories N/A N/A N/A M I C_LOCATION N/A N/A M I C_NUMBER N/A N/A M I C_PARENT N/A N/A N/A N/A self assertEqual category expected N/A categories N/A N/A module get_categories N/A workspace pipeline INPUT_OBJECTS N/A N/A N/A self assertEqual N/A len categories 1 N/A N/A N/A self assertEqual N/A categories N/A 0 N/A N/A M I C_CHILDREN N/A test_02_03_measurements N/A N/A self N/A N/A N/A N/A workspace module N/A N/A self make_workspace N/A N/A np zeros N/A 20 10 int N/A M P_MASK N/A N/A np zeros N/A 20 10 int N/A ftr_count N/A N/A N/A N/A N/A N/A M I FF_CHILDREN_COUNT OUTPUT_OBJECTS split _ 1 N/A 1 N/A d N/A Foo N/A cpmeas IMAGE OUTPUT_OBJECTS INPUT_OBJECTS N/A N/A Foo N/A N/A M I C_COUNT N/A N/A OUTPUT_OBJECTS N/A Foo N/A N/A M I C_LOCATION N/A N/A M I C_PARENT N/A N/A M I C_NUMBER N/A N/A N/A N/A M I FTR_CENTER_X N/A N/A M I FTR_CENTER_Y N/A INPUT_OBJECTS N/A N/A N/A M I FTR_OBJECT_NUMBER N/A Foo N/A N/A M I C_CHILDREN N/A N/A ftr_count N/A object_name N/A N/A d keys N/A N/A od N/A d N/A object_name N/A category N/A N/A od keys N/A N/A features N/A N/A module get_measurements N/A workspace pipeline object_name category N/A expected N/A od N/A category N/A N/A N/A self assertEqual N/A len features N/A len expected N/A N/A feature e N/A zip N/A sorted features N/A sorted expected N/A N/A N/A N/A self assertEqual feature e N/A test_03_01_mask_nothing N/A N/A self N/A N/A N/A N/A workspace module N/A N/A self make_workspace N/A N/A np zeros N/A 20 10 int N/A M MC_OBJECTS N/A N/A np zeros N/A 20 10 int N/A N/A N/A module run workspace N/A m N/A workspace measurements N/A N/A N/A self assertTrue N/A isinstance m N/A cpmeas Measurements N/A value N/A N/A m get_current_image_measurement N/A N/A N/A M I FF_COUNT OUTPUT_OBJECTS N/A N/A N/A self assertEqual value 0 N/A N/A object_name feature N/A N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_X N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_Y N/A OUTPUT_OBJECTS N/A N/A M I M_NUMBER_OBJECT_NUMBER N/A OUTPUT_OBJECTS N/A N/A N/A M I FF_PARENT INPUT_OBJECTS N/A INPUT_OBJECTS N/A N/A N/A M I FF_CHILDREN_COUNT OUTPUT_OBJECTS N/A N/A data N/A N/A m get_current_measurement object_name feature N/A N/A N/A self assertEqual N/A len data 0 N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented 0 N/A test_03_02_mask_with_objects N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 20 10 int N/A N/A labels N/A N/A 2 8 N/A 3 7 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 2 N/A mask N/A N/A np zeros N/A 20 10 int N/A N/A mask N/A N/A 3 17 N/A 2 6 1 N/A expected N/A N/A labels copy N/A N/A expected N/A N/A mask 0 0 N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_MASK mask N/A N/A N/A module run workspace N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented expected N/A expected_x N/A N/A np array N/A 4 4 N/A expected_y N/A N/A np array N/A 5 14 N/A m N/A workspace measurements N/A N/A N/A self assertTrue N/A isinstance m N/A cpmeas Measurements N/A value N/A N/A m get_current_image_measurement N/A N/A N/A M I FF_COUNT OUTPUT_OBJECTS N/A N/A N/A self assertEqual value 2 N/A N/A object_name feature expected N/A N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_X expected_x N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_Y expected_y N/A OUTPUT_OBJECTS N/A N/A M I M_NUMBER_OBJECT_NUMBER N/A N/A np array N/A 1 2 N/A OUTPUT_OBJECTS N/A N/A N/A M I FF_PARENT INPUT_OBJECTS N/A N/A np array N/A 1 2 N/A INPUT_OBJECTS N/A N/A N/A M I FF_CHILDREN_COUNT OUTPUT_OBJECTS N/A N/A np array N/A 1 1 N/A N/A data N/A N/A m get_current_measurement object_name feature N/A N/A N/A self assertEqual N/A len data N/A len expected N/A N/A value e N/A zip data expected N/A N/A N/A N/A self assertEqual value e N/A test_03_03_mask_with_image N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 20 10 int N/A N/A labels N/A N/A 2 8 N/A 3 7 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 2 N/A mask N/A N/A np zeros N/A 20 10 bool N/A N/A mask N/A N/A 3 17 N/A 2 6 True N/A expected N/A N/A labels copy N/A N/A expected N/A N/A mask 0 N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_MASK masking_image mask N/A N/A N/A module run workspace N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented expected N/A expected_x N/A N/A np array N/A 4 4 N/A expected_y N/A N/A np array N/A 5 14 N/A m N/A workspace measurements N/A N/A N/A self assertTrue N/A isinstance m N/A cpmeas Measurements N/A value N/A N/A m get_current_image_measurement N/A N/A N/A M I FF_COUNT OUTPUT_OBJECTS N/A N/A N/A self assertEqual value 2 N/A N/A object_name feature expected N/A N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_X expected_x N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_Y expected_y N/A OUTPUT_OBJECTS N/A N/A M I M_NUMBER_OBJECT_NUMBER N/A N/A np array N/A 1 2 N/A OUTPUT_OBJECTS N/A N/A N/A M I FF_PARENT INPUT_OBJECTS N/A N/A np array N/A 1 2 N/A INPUT_OBJECTS N/A N/A N/A M I FF_CHILDREN_COUNT OUTPUT_OBJECTS N/A N/A np array N/A 1 1 N/A N/A data N/A N/A m get_current_measurement object_name feature N/A N/A N/A self assertEqual N/A len data N/A len expected N/A N/A value e N/A zip data expected N/A N/A N/A N/A self assertEqual value e N/A test_03_04_mask_renumber N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 30 10 int N/A N/A labels N/A N/A 2 8 N/A 3 7 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 3 N/A N/A labels N/A N/A 22 28 N/A 3 7 2 N/A mask N/A N/A np zeros N/A 30 10 bool N/A N/A mask N/A N/A 3 17 N/A 2 6 True N/A expected N/A N/A labels copy N/A N/A expected N/A N/A mask 0 N/A N/A expected N/A N/A expected 3 2 N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_MASK masking_image mask N/A N/A N/A module run workspace N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented expected N/A expected_x N/A N/A np array N/A 4 4 N/A expected_y N/A N/A np array N/A 5 14 N/A m N/A workspace measurements N/A N/A N/A self assertTrue N/A isinstance m N/A cpmeas Measurements N/A value N/A N/A m get_current_image_measurement N/A N/A N/A M I FF_COUNT OUTPUT_OBJECTS N/A N/A N/A self assertEqual value 2 N/A N/A object_name feature expected N/A N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_X expected_x N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_Y expected_y N/A OUTPUT_OBJECTS N/A N/A M I M_NUMBER_OBJECT_NUMBER N/A N/A np array N/A 1 2 N/A OUTPUT_OBJECTS N/A N/A N/A M I FF_PARENT INPUT_OBJECTS N/A N/A np array N/A 1 3 N/A INPUT_OBJECTS N/A N/A N/A M I FF_CHILDREN_COUNT OUTPUT_OBJECTS N/A N/A np array N/A 1 0 1 N/A N/A data N/A N/A m get_current_measurement object_name feature N/A N/A N/A self assertEqual N/A len data N/A len expected N/A N/A value e N/A zip data expected N/A N/A N/A N/A self assertEqual value e N/A test_03_05_mask_retain N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 30 10 int N/A N/A labels N/A N/A 2 8 N/A 3 7 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 3 N/A N/A labels N/A N/A 22 28 N/A 3 7 2 N/A mask N/A N/A np zeros N/A 30 10 bool N/A N/A mask N/A N/A 3 17 N/A 2 6 True N/A expected N/A N/A labels copy N/A N/A expected N/A N/A mask 0 N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_MASK masking_image mask renumber False N/A N/A N/A module run workspace N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented expected N/A expected_x N/A N/A np array N/A 4 None 4 N/A expected_y N/A N/A np array N/A 5 None 14 N/A m N/A workspace measurements N/A N/A N/A self assertTrue N/A isinstance m N/A cpmeas Measurements N/A value N/A N/A m get_current_image_measurement N/A N/A N/A M I FF_COUNT OUTPUT_OBJECTS N/A N/A N/A self assertEqual value 3 N/A N/A object_name feature expected N/A N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_X expected_x N/A OUTPUT_OBJECTS N/A N/A M I M_LOCATION_CENTER_Y expected_y N/A OUTPUT_OBJECTS N/A N/A M I M_NUMBER_OBJECT_NUMBER N/A N/A np array N/A 1 2 3 N/A OUTPUT_OBJECTS N/A N/A N/A M I FF_PARENT INPUT_OBJECTS N/A N/A np array N/A 1 2 3 N/A INPUT_OBJECTS N/A N/A N/A M I FF_CHILDREN_COUNT OUTPUT_OBJECTS N/A N/A np array N/A 1 0 1 N/A N/A data N/A N/A m get_current_measurement object_name feature N/A N/A N/A self assertEqual N/A len data N/A len expected N/A N/A value e N/A zip data expected N/A N/A N/A e None N/A N/A N/A N/A self assertTrue N/A N/A np isnan value N/A N/A N/A N/A self assertEqual value e N/A test_03_06_mask_outlines N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 20 10 int N/A N/A labels N/A N/A 2 8 N/A 3 7 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 2 N/A mask N/A N/A np zeros N/A 20 10 bool N/A N/A mask N/A N/A 3 17 N/A 2 6 True N/A expected N/A N/A np zeros N/A 20 10 bool N/A N/A expected N/A N/A 3 8 N/A 3 6 True N/A N/A expected N/A N/A 4 7 N/A 4 False N/A N/A expected N/A N/A 12 17 N/A 3 6 True N/A N/A expected N/A N/A 13 16 N/A 4 False N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_MASK masking_image mask wants_outlines True N/A N/A N/A module run workspace N/A outlines N/A N/A N/A workspace image_set get_image OUTPUT_OUTLINES N/A N/A N/A self assertTrue N/A N/A np all N/A N/A outlines pixel_data expected N/A test_03_07_mask_invert N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 20 10 int N/A N/A labels N/A N/A 2 8 N/A 3 7 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 2 N/A mask N/A labels 1 N/A N/A mask N/A N/A 2 3 False N/A mask N/A mask N/A expected labels N/A N/A expected N/A N/A labels 1 0 N/A N/A expected N/A N/A 2 3 0 N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_MASK masking_image mask N/A N/A N/A self assertTrue N/A isinstance module N/A M MaskObjects N/A N/A N/A module wants_inverted_mask value True N/A N/A N/A module run workspace N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented expected N/A test_04_01_keep N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 30 10 int N/A N/A labels N/A N/A 2 8 N/A 3 7 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 3 N/A N/A labels N/A N/A 22 28 N/A 3 7 2 N/A mask N/A N/A np zeros N/A 30 10 bool N/A N/A mask N/A N/A 3 17 N/A 2 6 True N/A expected N/A N/A labels copy N/A N/A expected N/A N/A expected 2 0 N/A N/A expected N/A N/A expected 3 2 N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_KEEP masking_image mask N/A N/A N/A module run workspace N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented expected N/A test_04_02_remove N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 20 10 int N/A N/A labels N/A N/A 2 8 N/A 3 7 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 2 N/A mask N/A N/A np zeros N/A 20 10 bool N/A N/A mask N/A N/A 2 17 N/A 2 7 True N/A expected N/A N/A labels copy N/A N/A expected N/A N/A labels 2 0 N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_REMOVE masking_image mask N/A N/A N/A module run workspace N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented expected N/A test_04_03_remove_percent N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 20 10 int N/A N/A labels N/A N/A 2 8 N/A 3 6 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 2 N/A mask N/A N/A np zeros N/A 20 10 bool N/A N/A mask N/A N/A 3 17 N/A 2 6 True N/A expected N/A N/A labels copy N/A N/A expected N/A N/A labels 2 0 N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_REMOVE_PERCENTAGE masking_image mask N/A N/A N/A module overlap_fraction value 0.75 N/A N/A N/A module run workspace N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented expected N/A test_05_01_different_object_sizes N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 30 10 int N/A N/A labels N/A N/A 2 8 N/A 3 7 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 2 N/A mask N/A N/A np zeros N/A 20 20 int N/A N/A mask N/A N/A 3 17 N/A 2 6 1 N/A expected N/A N/A labels copy N/A N/A N/A expected N/A N/A 20 N/A N/A N/A N/A mask N/A N/A N/A 10 0 0 N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_MASK mask N/A N/A N/A module run workspace N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented expected N/A test_05_02_different_image_sizes N/A N/A self N/A N/A N/A labels N/A N/A np zeros N/A 30 10 int N/A N/A labels N/A N/A 2 8 N/A 3 7 1 N/A N/A labels N/A N/A 12 18 N/A 3 7 2 N/A mask N/A N/A np zeros N/A 20 20 bool N/A N/A mask N/A N/A 3 17 N/A 2 6 1 N/A expected N/A N/A labels copy N/A N/A N/A expected N/A N/A 20 N/A N/A N/A N/A mask N/A N/A N/A 10 0 0 N/A N/A workspace module N/A N/A self make_workspace labels N/A M P_MASK masking_image mask N/A N/A N/A module run workspace N/A objects N/A N/A N/A workspace object_set get_objects OUTPUT_OBJECTS N/A N/A N/A self assertTrue N/A N/A np all N/A N/A objects segmented expected N/A N/A