streamcorpus_pipeline/run.py
def make_hash(obj):
    '''
    Makes a hash from a dictionary, list, tuple or set to any level,
    that contains only other hashable types (including any lists,
    tuples, sets, and dictionaries).  See second answer (not the
    accepted answer):
    http://stackoverflow.com/questions/5884066/hashing-a-python-dictionary
    '''
    if isinstance(obj, (set, tuple, list)):
        return tuple([make_hash(e) for e in obj])
    elif not isinstance(obj, dict):
        return hash(obj)

    new_obj = copy.deepcopy(obj)
    for k, v in new_obj.items():
        ## call self recursively
        new_obj[k] = make_hash(v)

    return hash(tuple(frozenset(new_obj.items())))
def make_hash(obj):
    '''
    Makes a hash from a dictionary, list, tuple or set to any level,
    that contains only other hashable types (including any lists,
    tuples, sets, and dictionaries).  See second answer (not the
    accepted answer):
    http://stackoverflow.com/questions/5884066/hashing-a-python-dictionary
    '''
    if isinstance(obj, (set, tuple, list)):
        return tuple([make_hash(e) for e in obj])
    elif not isinstance(obj, dict):
        return hash(obj)

    new_obj = copy.deepcopy(obj)
    for k, v in new_obj.items():
        ## call self recursively
        new_obj[k] = make_hash(v)

    return hash(tuple(frozenset(new_obj.items())))
def make_hash ( obj ) : if isinstance ( obj , ( set , tuple , list ) ) : return tuple ( [ make_hash ( e ) for e in obj ] ) elif not isinstance ( obj , dict ) : return hash ( obj ) new_obj = copy . deepcopy ( obj ) for k , v in new_obj . items ( ) : ## call self recursively new_obj [ k ] = make_hash ( v ) return hash ( tuple ( frozenset ( new_obj . items ( ) ) ) )
Makes a hash from a dictionary, list, tuple or set to any level,
    that contains only other hashable types (including any lists,
    tuples, sets, and dictionaries).  See second answer (not the
    accepted answer):
    http://stackoverflow.com/questions/5884066/hashing-a-python-dictionary
Makes a hash from a dictionary list tuple or set to any level that contains only other hashable types ( including any lists tuples sets and dictionaries ) . See second answer ( not the accepted answer ) : http : // stackoverflow . com / questions / 5884066 / hashing - a - python - dictionary