repo
stringlengths
7
55
path
stringlengths
4
127
func_name
stringlengths
1
88
original_string
stringlengths
75
19.8k
language
stringclasses
1 value
code
stringlengths
75
19.8k
code_tokens
listlengths
20
707
docstring
stringlengths
3
17.3k
docstring_tokens
listlengths
3
222
sha
stringlengths
40
40
url
stringlengths
87
242
partition
stringclasses
1 value
idx
int64
0
252k
Erotemic/utool
utool/util_dict.py
dict_stack
def dict_stack(dict_list, key_prefix=''): r""" stacks values from two dicts into a new dict where the values are list of the input values. the keys are the same. DEPRICATE in favor of dict_stack2 Args: dict_list (list): list of dicts with similar keys Returns: dict dict_stacke...
python
def dict_stack(dict_list, key_prefix=''): r""" stacks values from two dicts into a new dict where the values are list of the input values. the keys are the same. DEPRICATE in favor of dict_stack2 Args: dict_list (list): list of dicts with similar keys Returns: dict dict_stacke...
[ "def", "dict_stack", "(", "dict_list", ",", "key_prefix", "=", "''", ")", ":", "dict_stacked_", "=", "defaultdict", "(", "list", ")", "for", "dict_", "in", "dict_list", ":", "for", "key", ",", "val", "in", "six", ".", "iteritems", "(", "dict_", ")", ":...
r""" stacks values from two dicts into a new dict where the values are list of the input values. the keys are the same. DEPRICATE in favor of dict_stack2 Args: dict_list (list): list of dicts with similar keys Returns: dict dict_stacked CommandLine: python -m utool.ut...
[ "r", "stacks", "values", "from", "two", "dicts", "into", "a", "new", "dict", "where", "the", "values", "are", "list", "of", "the", "input", "values", ".", "the", "keys", "are", "the", "same", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L332-L379
train
9,400
Erotemic/utool
utool/util_dict.py
dict_stack2
def dict_stack2(dict_list, key_suffix=None, default=None): """ Stacks vals from a list of dicts into a dict of lists. Inserts Nones in place of empty items to preserve order. Args: dict_list (list): list of dicts key_suffix (str): (default = None) Returns: dict: stacked_dic...
python
def dict_stack2(dict_list, key_suffix=None, default=None): """ Stacks vals from a list of dicts into a dict of lists. Inserts Nones in place of empty items to preserve order. Args: dict_list (list): list of dicts key_suffix (str): (default = None) Returns: dict: stacked_dic...
[ "def", "dict_stack2", "(", "dict_list", ",", "key_suffix", "=", "None", ",", "default", "=", "None", ")", ":", "if", "len", "(", "dict_list", ")", ">", "0", ":", "dict_list_", "=", "[", "map_dict_vals", "(", "lambda", "x", ":", "[", "x", "]", ",", ...
Stacks vals from a list of dicts into a dict of lists. Inserts Nones in place of empty items to preserve order. Args: dict_list (list): list of dicts key_suffix (str): (default = None) Returns: dict: stacked_dict Example: >>> # ENABLE_DOCTEST >>> # Usual case: ...
[ "Stacks", "vals", "from", "a", "list", "of", "dicts", "into", "a", "dict", "of", "lists", ".", "Inserts", "Nones", "in", "place", "of", "empty", "items", "to", "preserve", "order", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L382-L496
train
9,401
Erotemic/utool
utool/util_dict.py
invert_dict
def invert_dict(dict_, unique_vals=True): """ Reverses the keys and values in a dictionary. Set unique_vals to False if the values in the dict are not unique. Args: dict_ (dict_): dictionary unique_vals (bool): if False, inverted keys are returned in a list. Returns: dict: ...
python
def invert_dict(dict_, unique_vals=True): """ Reverses the keys and values in a dictionary. Set unique_vals to False if the values in the dict are not unique. Args: dict_ (dict_): dictionary unique_vals (bool): if False, inverted keys are returned in a list. Returns: dict: ...
[ "def", "invert_dict", "(", "dict_", ",", "unique_vals", "=", "True", ")", ":", "if", "unique_vals", ":", "inverted_items", "=", "[", "(", "val", ",", "key", ")", "for", "key", ",", "val", "in", "six", ".", "iteritems", "(", "dict_", ")", "]", "invert...
Reverses the keys and values in a dictionary. Set unique_vals to False if the values in the dict are not unique. Args: dict_ (dict_): dictionary unique_vals (bool): if False, inverted keys are returned in a list. Returns: dict: inverted_dict CommandLine: python -m utoo...
[ "Reverses", "the", "keys", "and", "values", "in", "a", "dictionary", ".", "Set", "unique_vals", "to", "False", "if", "the", "values", "in", "the", "dict", "are", "not", "unique", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L499-L550
train
9,402
Erotemic/utool
utool/util_dict.py
iter_all_dict_combinations_ordered
def iter_all_dict_combinations_ordered(varied_dict): """ Same as all_dict_combinations but preserves order """ tups_list = [[(key, val) for val in val_list] for (key, val_list) in six.iteritems(varied_dict)] dict_iter = (OrderedDict(tups) for tups in it.product(*tups_list)) retu...
python
def iter_all_dict_combinations_ordered(varied_dict): """ Same as all_dict_combinations but preserves order """ tups_list = [[(key, val) for val in val_list] for (key, val_list) in six.iteritems(varied_dict)] dict_iter = (OrderedDict(tups) for tups in it.product(*tups_list)) retu...
[ "def", "iter_all_dict_combinations_ordered", "(", "varied_dict", ")", ":", "tups_list", "=", "[", "[", "(", "key", ",", "val", ")", "for", "val", "in", "val_list", "]", "for", "(", "key", ",", "val_list", ")", "in", "six", ".", "iteritems", "(", "varied_...
Same as all_dict_combinations but preserves order
[ "Same", "as", "all_dict_combinations", "but", "preserves", "order" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L553-L560
train
9,403
Erotemic/utool
utool/util_dict.py
all_dict_combinations_lbls
def all_dict_combinations_lbls(varied_dict, remove_singles=True, allow_lone_singles=False): """ returns a label for each variation in a varydict. It tries to not be oververbose and returns only what parameters are varied in each label. CommandLine: python -m utool.util_dict --test-all_dict...
python
def all_dict_combinations_lbls(varied_dict, remove_singles=True, allow_lone_singles=False): """ returns a label for each variation in a varydict. It tries to not be oververbose and returns only what parameters are varied in each label. CommandLine: python -m utool.util_dict --test-all_dict...
[ "def", "all_dict_combinations_lbls", "(", "varied_dict", ",", "remove_singles", "=", "True", ",", "allow_lone_singles", "=", "False", ")", ":", "is_lone_single", "=", "all", "(", "[", "isinstance", "(", "val_list", ",", "(", "list", ",", "tuple", ")", ")", "...
returns a label for each variation in a varydict. It tries to not be oververbose and returns only what parameters are varied in each label. CommandLine: python -m utool.util_dict --test-all_dict_combinations_lbls python -m utool.util_dict --exec-all_dict_combinations_lbls:1 Example: ...
[ "returns", "a", "label", "for", "each", "variation", "in", "a", "varydict", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L617-L681
train
9,404
Erotemic/utool
utool/util_dict.py
build_conflict_dict
def build_conflict_dict(key_list, val_list): """ Builds dict where a list of values is associated with more than one key Args: key_list (list): val_list (list): Returns: dict: key_to_vals CommandLine: python -m utool.util_dict --test-build_conflict_dict Exampl...
python
def build_conflict_dict(key_list, val_list): """ Builds dict where a list of values is associated with more than one key Args: key_list (list): val_list (list): Returns: dict: key_to_vals CommandLine: python -m utool.util_dict --test-build_conflict_dict Exampl...
[ "def", "build_conflict_dict", "(", "key_list", ",", "val_list", ")", ":", "key_to_vals", "=", "defaultdict", "(", "list", ")", "for", "key", ",", "val", "in", "zip", "(", "key_list", ",", "val_list", ")", ":", "key_to_vals", "[", "key", "]", ".", "append...
Builds dict where a list of values is associated with more than one key Args: key_list (list): val_list (list): Returns: dict: key_to_vals CommandLine: python -m utool.util_dict --test-build_conflict_dict Example: >>> # ENABLE_DOCTEST >>> from utool.ut...
[ "Builds", "dict", "where", "a", "list", "of", "values", "is", "associated", "with", "more", "than", "one", "key" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L692-L724
train
9,405
Erotemic/utool
utool/util_dict.py
update_existing
def update_existing(dict1, dict2, copy=False, assert_exists=False, iswarning=False, alias_dict=None): r""" updates vals in dict1 using vals from dict2 only if the key is already in dict1. Args: dict1 (dict): dict2 (dict): copy (bool): if true modifies diction...
python
def update_existing(dict1, dict2, copy=False, assert_exists=False, iswarning=False, alias_dict=None): r""" updates vals in dict1 using vals from dict2 only if the key is already in dict1. Args: dict1 (dict): dict2 (dict): copy (bool): if true modifies diction...
[ "def", "update_existing", "(", "dict1", ",", "dict2", ",", "copy", "=", "False", ",", "assert_exists", "=", "False", ",", "iswarning", "=", "False", ",", "alias_dict", "=", "None", ")", ":", "if", "assert_exists", ":", "try", ":", "assert_keys_are_subset", ...
r""" updates vals in dict1 using vals from dict2 only if the key is already in dict1. Args: dict1 (dict): dict2 (dict): copy (bool): if true modifies dictionary in place (default = False) assert_exists (bool): if True throws error if new key specified (default = False) ...
[ "r", "updates", "vals", "in", "dict1", "using", "vals", "from", "dict2", "only", "if", "the", "key", "is", "already", "in", "dict1", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L751-L796
train
9,406
Erotemic/utool
utool/util_dict.py
dict_update_newkeys
def dict_update_newkeys(dict_, dict2): """ Like dict.update, but does not overwrite items """ for key, val in six.iteritems(dict2): if key not in dict_: dict_[key] = val
python
def dict_update_newkeys(dict_, dict2): """ Like dict.update, but does not overwrite items """ for key, val in six.iteritems(dict2): if key not in dict_: dict_[key] = val
[ "def", "dict_update_newkeys", "(", "dict_", ",", "dict2", ")", ":", "for", "key", ",", "val", "in", "six", ".", "iteritems", "(", "dict2", ")", ":", "if", "key", "not", "in", "dict_", ":", "dict_", "[", "key", "]", "=", "val" ]
Like dict.update, but does not overwrite items
[ "Like", "dict", ".", "update", "but", "does", "not", "overwrite", "items" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L810-L814
train
9,407
Erotemic/utool
utool/util_dict.py
is_dicteq
def is_dicteq(dict1_, dict2_, almosteq_ok=True, verbose_err=True): """ Checks to see if dicts are the same. Performs recursion. Handles numpy """ import utool as ut assert len(dict1_) == len(dict2_), 'dicts are not of same length' try: for (key1, val1), (key2, val2) in zip(dict1_.items(), dict2_...
python
def is_dicteq(dict1_, dict2_, almosteq_ok=True, verbose_err=True): """ Checks to see if dicts are the same. Performs recursion. Handles numpy """ import utool as ut assert len(dict1_) == len(dict2_), 'dicts are not of same length' try: for (key1, val1), (key2, val2) in zip(dict1_.items(), dict2_...
[ "def", "is_dicteq", "(", "dict1_", ",", "dict2_", ",", "almosteq_ok", "=", "True", ",", "verbose_err", "=", "True", ")", ":", "import", "utool", "as", "ut", "assert", "len", "(", "dict1_", ")", "==", "len", "(", "dict2_", ")", ",", "'dicts are not of sam...
Checks to see if dicts are the same. Performs recursion. Handles numpy
[ "Checks", "to", "see", "if", "dicts", "are", "the", "same", ".", "Performs", "recursion", ".", "Handles", "numpy" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L817-L838
train
9,408
Erotemic/utool
utool/util_dict.py
dict_setdiff
def dict_setdiff(dict_, negative_keys): r""" returns a copy of dict_ without keys in the negative_keys list Args: dict_ (dict): negative_keys (list): """ keys = [key for key in six.iterkeys(dict_) if key not in set(negative_keys)] subdict_ = dict_subset(dict_, keys) ...
python
def dict_setdiff(dict_, negative_keys): r""" returns a copy of dict_ without keys in the negative_keys list Args: dict_ (dict): negative_keys (list): """ keys = [key for key in six.iterkeys(dict_) if key not in set(negative_keys)] subdict_ = dict_subset(dict_, keys) ...
[ "def", "dict_setdiff", "(", "dict_", ",", "negative_keys", ")", ":", "keys", "=", "[", "key", "for", "key", "in", "six", ".", "iterkeys", "(", "dict_", ")", "if", "key", "not", "in", "set", "(", "negative_keys", ")", "]", "subdict_", "=", "dict_subset"...
r""" returns a copy of dict_ without keys in the negative_keys list Args: dict_ (dict): negative_keys (list):
[ "r", "returns", "a", "copy", "of", "dict_", "without", "keys", "in", "the", "negative_keys", "list" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L877-L888
train
9,409
Erotemic/utool
utool/util_dict.py
delete_dict_keys
def delete_dict_keys(dict_, key_list): r""" Removes items from a dictionary inplace. Keys that do not exist are ignored. Args: dict_ (dict): dict like object with a __del__ attribute key_list (list): list of keys that specify the items to remove CommandLine: python -m utool...
python
def delete_dict_keys(dict_, key_list): r""" Removes items from a dictionary inplace. Keys that do not exist are ignored. Args: dict_ (dict): dict like object with a __del__ attribute key_list (list): list of keys that specify the items to remove CommandLine: python -m utool...
[ "def", "delete_dict_keys", "(", "dict_", ",", "key_list", ")", ":", "invalid_keys", "=", "set", "(", "key_list", ")", "-", "set", "(", "dict_", ".", "keys", "(", ")", ")", "valid_keys", "=", "set", "(", "key_list", ")", "-", "invalid_keys", "for", "key...
r""" Removes items from a dictionary inplace. Keys that do not exist are ignored. Args: dict_ (dict): dict like object with a __del__ attribute key_list (list): list of keys that specify the items to remove CommandLine: python -m utool.util_dict --test-delete_dict_keys Exa...
[ "r", "Removes", "items", "from", "a", "dictionary", "inplace", ".", "Keys", "that", "do", "not", "exist", "are", "ignored", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L891-L919
train
9,410
Erotemic/utool
utool/util_dict.py
dict_take_gen
def dict_take_gen(dict_, keys, *d): r""" generate multiple values from a dictionary Args: dict_ (dict): keys (list): Varargs: d: if specified is default for key errors CommandLine: python -m utool.util_dict --test-dict_take_gen Example1: >>> # ENABLE_D...
python
def dict_take_gen(dict_, keys, *d): r""" generate multiple values from a dictionary Args: dict_ (dict): keys (list): Varargs: d: if specified is default for key errors CommandLine: python -m utool.util_dict --test-dict_take_gen Example1: >>> # ENABLE_D...
[ "def", "dict_take_gen", "(", "dict_", ",", "keys", ",", "*", "d", ")", ":", "if", "isinstance", "(", "keys", ",", "six", ".", "string_types", ")", ":", "# hack for string keys that makes copy-past easier", "keys", "=", "keys", ".", "split", "(", "', '", ")",...
r""" generate multiple values from a dictionary Args: dict_ (dict): keys (list): Varargs: d: if specified is default for key errors CommandLine: python -m utool.util_dict --test-dict_take_gen Example1: >>> # ENABLE_DOCTEST >>> from utool.util_dict ...
[ "r", "generate", "multiple", "values", "from", "a", "dictionary" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L925-L979
train
9,411
Erotemic/utool
utool/util_dict.py
dict_take
def dict_take(dict_, keys, *d): """ get multiple values from a dictionary """ try: return list(dict_take_gen(dict_, keys, *d)) except TypeError: return list(dict_take_gen(dict_, keys, *d))[0]
python
def dict_take(dict_, keys, *d): """ get multiple values from a dictionary """ try: return list(dict_take_gen(dict_, keys, *d)) except TypeError: return list(dict_take_gen(dict_, keys, *d))[0]
[ "def", "dict_take", "(", "dict_", ",", "keys", ",", "*", "d", ")", ":", "try", ":", "return", "list", "(", "dict_take_gen", "(", "dict_", ",", "keys", ",", "*", "d", ")", ")", "except", "TypeError", ":", "return", "list", "(", "dict_take_gen", "(", ...
get multiple values from a dictionary
[ "get", "multiple", "values", "from", "a", "dictionary" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L982-L987
train
9,412
Erotemic/utool
utool/util_dict.py
dict_take_pop
def dict_take_pop(dict_, keys, *d): """ like dict_take but pops values off CommandLine: python -m utool.util_dict --test-dict_take_pop Example1: >>> # ENABLE_DOCTEST >>> from utool.util_dict import * # NOQA >>> import utool as ut >>> dict_ = {1: 'a', 'other': None,...
python
def dict_take_pop(dict_, keys, *d): """ like dict_take but pops values off CommandLine: python -m utool.util_dict --test-dict_take_pop Example1: >>> # ENABLE_DOCTEST >>> from utool.util_dict import * # NOQA >>> import utool as ut >>> dict_ = {1: 'a', 'other': None,...
[ "def", "dict_take_pop", "(", "dict_", ",", "keys", ",", "*", "d", ")", ":", "if", "len", "(", "d", ")", "==", "0", ":", "return", "[", "dict_", ".", "pop", "(", "key", ")", "for", "key", "in", "keys", "]", "elif", "len", "(", "d", ")", "==", ...
like dict_take but pops values off CommandLine: python -m utool.util_dict --test-dict_take_pop Example1: >>> # ENABLE_DOCTEST >>> from utool.util_dict import * # NOQA >>> import utool as ut >>> dict_ = {1: 'a', 'other': None, 'another': 'foo', 2: 'b', 3: 'c'} >...
[ "like", "dict_take", "but", "pops", "values", "off" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1014-L1057
train
9,413
Erotemic/utool
utool/util_dict.py
dict_assign
def dict_assign(dict_, keys, vals): """ simple method for assigning or setting values with a similar interface to dict_take """ for key, val in zip(keys, vals): dict_[key] = val
python
def dict_assign(dict_, keys, vals): """ simple method for assigning or setting values with a similar interface to dict_take """ for key, val in zip(keys, vals): dict_[key] = val
[ "def", "dict_assign", "(", "dict_", ",", "keys", ",", "vals", ")", ":", "for", "key", ",", "val", "in", "zip", "(", "keys", ",", "vals", ")", ":", "dict_", "[", "key", "]", "=", "val" ]
simple method for assigning or setting values with a similar interface to dict_take
[ "simple", "method", "for", "assigning", "or", "setting", "values", "with", "a", "similar", "interface", "to", "dict_take" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1060-L1064
train
9,414
Erotemic/utool
utool/util_dict.py
dict_where_len0
def dict_where_len0(dict_): """ Accepts a dict of lists. Returns keys that have vals with no length """ keys = np.array(dict_.keys()) flags = np.array(list(map(len, dict_.values()))) == 0 indices = np.where(flags)[0] return keys[indices]
python
def dict_where_len0(dict_): """ Accepts a dict of lists. Returns keys that have vals with no length """ keys = np.array(dict_.keys()) flags = np.array(list(map(len, dict_.values()))) == 0 indices = np.where(flags)[0] return keys[indices]
[ "def", "dict_where_len0", "(", "dict_", ")", ":", "keys", "=", "np", ".", "array", "(", "dict_", ".", "keys", "(", ")", ")", "flags", "=", "np", ".", "array", "(", "list", "(", "map", "(", "len", ",", "dict_", ".", "values", "(", ")", ")", ")",...
Accepts a dict of lists. Returns keys that have vals with no length
[ "Accepts", "a", "dict", "of", "lists", ".", "Returns", "keys", "that", "have", "vals", "with", "no", "length" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1067-L1074
train
9,415
Erotemic/utool
utool/util_dict.py
dict_hist
def dict_hist(item_list, weight_list=None, ordered=False, labels=None): r""" Builds a histogram of items in item_list Args: item_list (list): list with hashable items (usually containing duplicates) Returns: dict : dictionary where the keys are items in item_list, and the values ...
python
def dict_hist(item_list, weight_list=None, ordered=False, labels=None): r""" Builds a histogram of items in item_list Args: item_list (list): list with hashable items (usually containing duplicates) Returns: dict : dictionary where the keys are items in item_list, and the values ...
[ "def", "dict_hist", "(", "item_list", ",", "weight_list", "=", "None", ",", "ordered", "=", "False", ",", "labels", "=", "None", ")", ":", "if", "labels", "is", "None", ":", "# hist_ = defaultdict(lambda: 0)", "hist_", "=", "defaultdict", "(", "int", ")", ...
r""" Builds a histogram of items in item_list Args: item_list (list): list with hashable items (usually containing duplicates) Returns: dict : dictionary where the keys are items in item_list, and the values are the number of times the item appears in item_list. CommandLine:...
[ "r", "Builds", "a", "histogram", "of", "items", "in", "item_list" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1236-L1279
train
9,416
Erotemic/utool
utool/util_dict.py
dict_isect_combine
def dict_isect_combine(dict1, dict2, combine_op=op.add): """ Intersection of dict keys and combination of dict values """ keys3 = set(dict1.keys()).intersection(set(dict2.keys())) dict3 = {key: combine_op(dict1[key], dict2[key]) for key in keys3} return dict3
python
def dict_isect_combine(dict1, dict2, combine_op=op.add): """ Intersection of dict keys and combination of dict values """ keys3 = set(dict1.keys()).intersection(set(dict2.keys())) dict3 = {key: combine_op(dict1[key], dict2[key]) for key in keys3} return dict3
[ "def", "dict_isect_combine", "(", "dict1", ",", "dict2", ",", "combine_op", "=", "op", ".", "add", ")", ":", "keys3", "=", "set", "(", "dict1", ".", "keys", "(", ")", ")", ".", "intersection", "(", "set", "(", "dict2", ".", "keys", "(", ")", ")", ...
Intersection of dict keys and combination of dict values
[ "Intersection", "of", "dict", "keys", "and", "combination", "of", "dict", "values" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1438-L1442
train
9,417
Erotemic/utool
utool/util_dict.py
dict_union_combine
def dict_union_combine(dict1, dict2, combine_op=op.add, default=util_const.NoParam, default2=util_const.NoParam): """ Combine of dict keys and uses dfault value when key does not exist CAREFUL WHEN USING THIS WITH REDUCE. Use dict_stack2 instead """ key...
python
def dict_union_combine(dict1, dict2, combine_op=op.add, default=util_const.NoParam, default2=util_const.NoParam): """ Combine of dict keys and uses dfault value when key does not exist CAREFUL WHEN USING THIS WITH REDUCE. Use dict_stack2 instead """ key...
[ "def", "dict_union_combine", "(", "dict1", ",", "dict2", ",", "combine_op", "=", "op", ".", "add", ",", "default", "=", "util_const", ".", "NoParam", ",", "default2", "=", "util_const", ".", "NoParam", ")", ":", "keys3", "=", "set", "(", "dict1", ".", ...
Combine of dict keys and uses dfault value when key does not exist CAREFUL WHEN USING THIS WITH REDUCE. Use dict_stack2 instead
[ "Combine", "of", "dict", "keys", "and", "uses", "dfault", "value", "when", "key", "does", "not", "exist" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1445-L1461
train
9,418
Erotemic/utool
utool/util_dict.py
dict_filter_nones
def dict_filter_nones(dict_): r""" Removes None values Args: dict_ (dict): a dictionary Returns: dict: CommandLine: python -m utool.util_dict --exec-dict_filter_nones Example: >>> # DISABLE_DOCTEST >>> # UNSTABLE_DOCTEST >>> # fails on python ...
python
def dict_filter_nones(dict_): r""" Removes None values Args: dict_ (dict): a dictionary Returns: dict: CommandLine: python -m utool.util_dict --exec-dict_filter_nones Example: >>> # DISABLE_DOCTEST >>> # UNSTABLE_DOCTEST >>> # fails on python ...
[ "def", "dict_filter_nones", "(", "dict_", ")", ":", "dict2_", "=", "{", "key", ":", "val", "for", "key", ",", "val", "in", "six", ".", "iteritems", "(", "dict_", ")", "if", "val", "is", "not", "None", "}", "return", "dict2_" ]
r""" Removes None values Args: dict_ (dict): a dictionary Returns: dict: CommandLine: python -m utool.util_dict --exec-dict_filter_nones Example: >>> # DISABLE_DOCTEST >>> # UNSTABLE_DOCTEST >>> # fails on python 3 because of dict None order ...
[ "r", "Removes", "None", "values" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1474-L1504
train
9,419
Erotemic/utool
utool/util_dict.py
groupby_tags
def groupby_tags(item_list, tags_list): r""" case where an item can belong to multiple groups Args: item_list (list): tags_list (list): Returns: dict: groupid_to_items CommandLine: python -m utool.util_dict --test-groupby_tags Example: >>> # ENABLE_DOC...
python
def groupby_tags(item_list, tags_list): r""" case where an item can belong to multiple groups Args: item_list (list): tags_list (list): Returns: dict: groupid_to_items CommandLine: python -m utool.util_dict --test-groupby_tags Example: >>> # ENABLE_DOC...
[ "def", "groupby_tags", "(", "item_list", ",", "tags_list", ")", ":", "groupid_to_items", "=", "defaultdict", "(", "list", ")", "for", "tags", ",", "item", "in", "zip", "(", "tags_list", ",", "item_list", ")", ":", "for", "tag", "in", "tags", ":", "groupi...
r""" case where an item can belong to multiple groups Args: item_list (list): tags_list (list): Returns: dict: groupid_to_items CommandLine: python -m utool.util_dict --test-groupby_tags Example: >>> # ENABLE_DOCTEST >>> from utool.util_dict import...
[ "r", "case", "where", "an", "item", "can", "belong", "to", "multiple", "groups" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1507-L1552
train
9,420
Erotemic/utool
utool/util_dict.py
group_pairs
def group_pairs(pair_list): """ Groups a list of items using the first element in each pair as the item and the second element as the groupid. Args: pair_list (list): list of 2-tuples (item, groupid) Returns: dict: groupid_to_items: maps a groupid to a list of items SeeAlso: ...
python
def group_pairs(pair_list): """ Groups a list of items using the first element in each pair as the item and the second element as the groupid. Args: pair_list (list): list of 2-tuples (item, groupid) Returns: dict: groupid_to_items: maps a groupid to a list of items SeeAlso: ...
[ "def", "group_pairs", "(", "pair_list", ")", ":", "# Initialize dict of lists", "groupid_to_items", "=", "defaultdict", "(", "list", ")", "# Insert each item into the correct group", "for", "item", ",", "groupid", "in", "pair_list", ":", "groupid_to_items", "[", "groupi...
Groups a list of items using the first element in each pair as the item and the second element as the groupid. Args: pair_list (list): list of 2-tuples (item, groupid) Returns: dict: groupid_to_items: maps a groupid to a list of items SeeAlso: group_items
[ "Groups", "a", "list", "of", "items", "using", "the", "first", "element", "in", "each", "pair", "as", "the", "item", "and", "the", "second", "element", "as", "the", "groupid", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1560-L1579
train
9,421
Erotemic/utool
utool/util_dict.py
group_items
def group_items(items, by=None, sorted_=True): """ Groups a list of items by group id. Args: items (list): a list of the values to be grouped. if `by` is None, then each item is assumed to be a (groupid, value) pair. by (list): a corresponding list to group items by....
python
def group_items(items, by=None, sorted_=True): """ Groups a list of items by group id. Args: items (list): a list of the values to be grouped. if `by` is None, then each item is assumed to be a (groupid, value) pair. by (list): a corresponding list to group items by....
[ "def", "group_items", "(", "items", ",", "by", "=", "None", ",", "sorted_", "=", "True", ")", ":", "if", "by", "is", "not", "None", ":", "pairs", "=", "list", "(", "zip", "(", "by", ",", "items", ")", ")", "if", "sorted_", ":", "# Sort by groupid f...
Groups a list of items by group id. Args: items (list): a list of the values to be grouped. if `by` is None, then each item is assumed to be a (groupid, value) pair. by (list): a corresponding list to group items by. if specified, these are used as the keys to gr...
[ "Groups", "a", "list", "of", "items", "by", "group", "id", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1582-L1635
train
9,422
Erotemic/utool
utool/util_dict.py
hierarchical_group_items
def hierarchical_group_items(item_list, groupids_list): """ Generalization of group_item. Convert a flast list of ids into a heirarchical dictionary. TODO: move to util_dict Reference: http://stackoverflow.com/questions/10193235/python-translate-a-table-to-a-hierarchical-dictionary Args: ...
python
def hierarchical_group_items(item_list, groupids_list): """ Generalization of group_item. Convert a flast list of ids into a heirarchical dictionary. TODO: move to util_dict Reference: http://stackoverflow.com/questions/10193235/python-translate-a-table-to-a-hierarchical-dictionary Args: ...
[ "def", "hierarchical_group_items", "(", "item_list", ",", "groupids_list", ")", ":", "# Construct a defaultdict type with the appropriate number of levels", "num_groups", "=", "len", "(", "groupids_list", ")", "leaf_type", "=", "partial", "(", "defaultdict", ",", "list", ...
Generalization of group_item. Convert a flast list of ids into a heirarchical dictionary. TODO: move to util_dict Reference: http://stackoverflow.com/questions/10193235/python-translate-a-table-to-a-hierarchical-dictionary Args: item_list (list): groupids_list (list): Command...
[ "Generalization", "of", "group_item", ".", "Convert", "a", "flast", "list", "of", "ids", "into", "a", "heirarchical", "dictionary", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1638-L1719
train
9,423
Erotemic/utool
utool/util_dict.py
hierarchical_map_vals
def hierarchical_map_vals(func, node, max_depth=None, depth=0): """ node is a dict tree like structure with leaves of type list TODO: move to util_dict CommandLine: python -m utool.util_dict --exec-hierarchical_map_vals Example: >>> # ENABLE_DOCTEST >>> from utool.util_dic...
python
def hierarchical_map_vals(func, node, max_depth=None, depth=0): """ node is a dict tree like structure with leaves of type list TODO: move to util_dict CommandLine: python -m utool.util_dict --exec-hierarchical_map_vals Example: >>> # ENABLE_DOCTEST >>> from utool.util_dic...
[ "def", "hierarchical_map_vals", "(", "func", ",", "node", ",", "max_depth", "=", "None", ",", "depth", "=", "0", ")", ":", "#if not isinstance(node, dict):", "if", "not", "hasattr", "(", "node", ",", "'items'", ")", ":", "return", "func", "(", "node", ")",...
node is a dict tree like structure with leaves of type list TODO: move to util_dict CommandLine: python -m utool.util_dict --exec-hierarchical_map_vals Example: >>> # ENABLE_DOCTEST >>> from utool.util_dict import * # NOQA >>> import utool as ut >>> item_list ...
[ "node", "is", "a", "dict", "tree", "like", "structure", "with", "leaves", "of", "type", "list" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1750-L1821
train
9,424
Erotemic/utool
utool/util_dict.py
sort_dict
def sort_dict(dict_, part='keys', key=None, reverse=False): """ sorts a dictionary by its values or its keys Args: dict_ (dict_): a dictionary part (str): specifies to sort by keys or values key (Optional[func]): a function that takes specified part and returns a sortab...
python
def sort_dict(dict_, part='keys', key=None, reverse=False): """ sorts a dictionary by its values or its keys Args: dict_ (dict_): a dictionary part (str): specifies to sort by keys or values key (Optional[func]): a function that takes specified part and returns a sortab...
[ "def", "sort_dict", "(", "dict_", ",", "part", "=", "'keys'", ",", "key", "=", "None", ",", "reverse", "=", "False", ")", ":", "if", "part", "==", "'keys'", ":", "index", "=", "0", "elif", "part", "in", "{", "'vals'", ",", "'values'", "}", ":", "...
sorts a dictionary by its values or its keys Args: dict_ (dict_): a dictionary part (str): specifies to sort by keys or values key (Optional[func]): a function that takes specified part and returns a sortable value reverse (bool): (Defaults to False) - True for descindi...
[ "sorts", "a", "dictionary", "by", "its", "values", "or", "its", "keys" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L1955-L2003
train
9,425
Erotemic/utool
utool/util_dict.py
order_dict_by
def order_dict_by(dict_, key_order): r""" Reorders items in a dictionary according to a custom key order Args: dict_ (dict_): a dictionary key_order (list): custom key order Returns: OrderedDict: sorted_dict CommandLine: python -m utool.util_dict --exec-order_dict...
python
def order_dict_by(dict_, key_order): r""" Reorders items in a dictionary according to a custom key order Args: dict_ (dict_): a dictionary key_order (list): custom key order Returns: OrderedDict: sorted_dict CommandLine: python -m utool.util_dict --exec-order_dict...
[ "def", "order_dict_by", "(", "dict_", ",", "key_order", ")", ":", "dict_keys", "=", "set", "(", "dict_", ".", "keys", "(", ")", ")", "other_keys", "=", "dict_keys", "-", "set", "(", "key_order", ")", "key_order", "=", "it", ".", "chain", "(", "key_orde...
r""" Reorders items in a dictionary according to a custom key order Args: dict_ (dict_): a dictionary key_order (list): custom key order Returns: OrderedDict: sorted_dict CommandLine: python -m utool.util_dict --exec-order_dict_by Example: >>> # ENABLE_DO...
[ "r", "Reorders", "items", "in", "a", "dictionary", "according", "to", "a", "custom", "key", "order" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L2006-L2038
train
9,426
Erotemic/utool
utool/util_dict.py
iteritems_sorted
def iteritems_sorted(dict_): """ change to iteritems ordered """ if isinstance(dict_, OrderedDict): return six.iteritems(dict_) else: return iter(sorted(six.iteritems(dict_)))
python
def iteritems_sorted(dict_): """ change to iteritems ordered """ if isinstance(dict_, OrderedDict): return six.iteritems(dict_) else: return iter(sorted(six.iteritems(dict_)))
[ "def", "iteritems_sorted", "(", "dict_", ")", ":", "if", "isinstance", "(", "dict_", ",", "OrderedDict", ")", ":", "return", "six", ".", "iteritems", "(", "dict_", ")", "else", ":", "return", "iter", "(", "sorted", "(", "six", ".", "iteritems", "(", "d...
change to iteritems ordered
[ "change", "to", "iteritems", "ordered" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L2041-L2046
train
9,427
Erotemic/utool
utool/util_dict.py
flatten_dict_vals
def flatten_dict_vals(dict_): """ Flattens only values in a heirarchical dictionary, keys are nested. """ if isinstance(dict_, dict): return dict([ ((key, augkey), augval) for key, val in dict_.items() for augkey, augval in flatten_dict_vals(val).items() ...
python
def flatten_dict_vals(dict_): """ Flattens only values in a heirarchical dictionary, keys are nested. """ if isinstance(dict_, dict): return dict([ ((key, augkey), augval) for key, val in dict_.items() for augkey, augval in flatten_dict_vals(val).items() ...
[ "def", "flatten_dict_vals", "(", "dict_", ")", ":", "if", "isinstance", "(", "dict_", ",", "dict", ")", ":", "return", "dict", "(", "[", "(", "(", "key", ",", "augkey", ")", ",", "augval", ")", "for", "key", ",", "val", "in", "dict_", ".", "items",...
Flattens only values in a heirarchical dictionary, keys are nested.
[ "Flattens", "only", "values", "in", "a", "heirarchical", "dictionary", "keys", "are", "nested", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L2054-L2065
train
9,428
Erotemic/utool
utool/util_dict.py
depth_atleast
def depth_atleast(list_, depth): r""" Returns if depth of list is at least ``depth`` Args: list_ (list): depth (int): Returns: bool: True CommandLine: python -m utool.util_dict --exec-depth_atleast --show Example: >>> # DISABLE_DOCTEST >>> from...
python
def depth_atleast(list_, depth): r""" Returns if depth of list is at least ``depth`` Args: list_ (list): depth (int): Returns: bool: True CommandLine: python -m utool.util_dict --exec-depth_atleast --show Example: >>> # DISABLE_DOCTEST >>> from...
[ "def", "depth_atleast", "(", "list_", ",", "depth", ")", ":", "if", "depth", "==", "0", ":", "return", "True", "else", ":", "try", ":", "return", "all", "(", "[", "depth_atleast", "(", "item", ",", "depth", "-", "1", ")", "for", "item", "in", "list...
r""" Returns if depth of list is at least ``depth`` Args: list_ (list): depth (int): Returns: bool: True CommandLine: python -m utool.util_dict --exec-depth_atleast --show Example: >>> # DISABLE_DOCTEST >>> from utool.util_dict import * # NOQA ...
[ "r", "Returns", "if", "depth", "of", "list", "is", "at", "least", "depth" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_dict.py#L2096-L2125
train
9,429
glormph/msstitch
src/app/actions/mzidtsv/splitmerge.py
get_splitcolnr
def get_splitcolnr(header, bioset, splitcol): """Returns column nr on which to split PSM table. Chooses from flags given via bioset and splitcol""" if bioset: return header.index(mzidtsvdata.HEADER_SETNAME) elif splitcol is not None: return splitcol - 1 else: raise RuntimeErr...
python
def get_splitcolnr(header, bioset, splitcol): """Returns column nr on which to split PSM table. Chooses from flags given via bioset and splitcol""" if bioset: return header.index(mzidtsvdata.HEADER_SETNAME) elif splitcol is not None: return splitcol - 1 else: raise RuntimeErr...
[ "def", "get_splitcolnr", "(", "header", ",", "bioset", ",", "splitcol", ")", ":", "if", "bioset", ":", "return", "header", ".", "index", "(", "mzidtsvdata", ".", "HEADER_SETNAME", ")", "elif", "splitcol", "is", "not", "None", ":", "return", "splitcol", "-"...
Returns column nr on which to split PSM table. Chooses from flags given via bioset and splitcol
[ "Returns", "column", "nr", "on", "which", "to", "split", "PSM", "table", ".", "Chooses", "from", "flags", "given", "via", "bioset", "and", "splitcol" ]
ded7e5cbd813d7797dc9d42805778266e59ff042
https://github.com/glormph/msstitch/blob/ded7e5cbd813d7797dc9d42805778266e59ff042/src/app/actions/mzidtsv/splitmerge.py#L14-L22
train
9,430
glormph/msstitch
src/app/actions/mzidtsv/splitmerge.py
generate_psms_split
def generate_psms_split(fn, oldheader, bioset, splitcol): """Loops PSMs and outputs dictionaries passed to writer. Dictionaries contain the PSMs and info to which split pool the respective PSM belongs""" try: splitcolnr = get_splitcolnr(oldheader, bioset, splitcol) except IndexError: ...
python
def generate_psms_split(fn, oldheader, bioset, splitcol): """Loops PSMs and outputs dictionaries passed to writer. Dictionaries contain the PSMs and info to which split pool the respective PSM belongs""" try: splitcolnr = get_splitcolnr(oldheader, bioset, splitcol) except IndexError: ...
[ "def", "generate_psms_split", "(", "fn", ",", "oldheader", ",", "bioset", ",", "splitcol", ")", ":", "try", ":", "splitcolnr", "=", "get_splitcolnr", "(", "oldheader", ",", "bioset", ",", "splitcol", ")", "except", "IndexError", ":", "raise", "RuntimeError", ...
Loops PSMs and outputs dictionaries passed to writer. Dictionaries contain the PSMs and info to which split pool the respective PSM belongs
[ "Loops", "PSMs", "and", "outputs", "dictionaries", "passed", "to", "writer", ".", "Dictionaries", "contain", "the", "PSMs", "and", "info", "to", "which", "split", "pool", "the", "respective", "PSM", "belongs" ]
ded7e5cbd813d7797dc9d42805778266e59ff042
https://github.com/glormph/msstitch/blob/ded7e5cbd813d7797dc9d42805778266e59ff042/src/app/actions/mzidtsv/splitmerge.py#L25-L38
train
9,431
Erotemic/utool
utool/_internal/randomwrap.py
rnumlistwithoutreplacement
def rnumlistwithoutreplacement(min, max): """Returns a randomly ordered list of the integers between min and max""" if checkquota() < 1: raise Exception("Your www.random.org quota has already run out.") requestparam = build_request_parameterNR(min, max) request = urllib.request.Request(requestpa...
python
def rnumlistwithoutreplacement(min, max): """Returns a randomly ordered list of the integers between min and max""" if checkquota() < 1: raise Exception("Your www.random.org quota has already run out.") requestparam = build_request_parameterNR(min, max) request = urllib.request.Request(requestpa...
[ "def", "rnumlistwithoutreplacement", "(", "min", ",", "max", ")", ":", "if", "checkquota", "(", ")", "<", "1", ":", "raise", "Exception", "(", "\"Your www.random.org quota has already run out.\"", ")", "requestparam", "=", "build_request_parameterNR", "(", "min", ",...
Returns a randomly ordered list of the integers between min and max
[ "Returns", "a", "randomly", "ordered", "list", "of", "the", "integers", "between", "min", "and", "max" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/_internal/randomwrap.py#L54-L63
train
9,432
Erotemic/utool
utool/_internal/randomwrap.py
rnumlistwithreplacement
def rnumlistwithreplacement(howmany, max, min=0): """Returns a list of howmany integers with a maximum value = max. The minimum value defaults to zero.""" if checkquota() < 1: raise Exception("Your www.random.org quota has already run out.") requestparam = build_request_parameterWR(howmany, min,...
python
def rnumlistwithreplacement(howmany, max, min=0): """Returns a list of howmany integers with a maximum value = max. The minimum value defaults to zero.""" if checkquota() < 1: raise Exception("Your www.random.org quota has already run out.") requestparam = build_request_parameterWR(howmany, min,...
[ "def", "rnumlistwithreplacement", "(", "howmany", ",", "max", ",", "min", "=", "0", ")", ":", "if", "checkquota", "(", ")", "<", "1", ":", "raise", "Exception", "(", "\"Your www.random.org quota has already run out.\"", ")", "requestparam", "=", "build_request_par...
Returns a list of howmany integers with a maximum value = max. The minimum value defaults to zero.
[ "Returns", "a", "list", "of", "howmany", "integers", "with", "a", "maximum", "value", "=", "max", ".", "The", "minimum", "value", "defaults", "to", "zero", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/_internal/randomwrap.py#L75-L85
train
9,433
Erotemic/utool
utool/util_num.py
num_fmt
def num_fmt(num, max_digits=None): r""" Weird function. Not very well written. Very special case-y Args: num (int or float): max_digits (int): Returns: str: CommandLine: python -m utool.util_num --test-num_fmt Example: >>> # DISABLE_DOCTEST >>>...
python
def num_fmt(num, max_digits=None): r""" Weird function. Not very well written. Very special case-y Args: num (int or float): max_digits (int): Returns: str: CommandLine: python -m utool.util_num --test-num_fmt Example: >>> # DISABLE_DOCTEST >>>...
[ "def", "num_fmt", "(", "num", ",", "max_digits", "=", "None", ")", ":", "if", "num", "is", "None", ":", "return", "'None'", "def", "num_in_mag", "(", "num", ",", "mag", ")", ":", "return", "mag", ">", "num", "and", "num", ">", "(", "-", "1", "*",...
r""" Weird function. Not very well written. Very special case-y Args: num (int or float): max_digits (int): Returns: str: CommandLine: python -m utool.util_num --test-num_fmt Example: >>> # DISABLE_DOCTEST >>> from utool.util_num import * # NOQA ...
[ "r", "Weird", "function", ".", "Not", "very", "well", "written", ".", "Very", "special", "case", "-", "y" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_num.py#L82-L133
train
9,434
YuriyGuts/pygoose
pygoose/kg/project.py
Project.load_feature_lists
def load_feature_lists(self, feature_lists): """ Load pickled features for train and test sets, assuming they are saved in the `features` folder along with their column names. Args: feature_lists: A list containing the names of the feature lists to load. Returns: ...
python
def load_feature_lists(self, feature_lists): """ Load pickled features for train and test sets, assuming they are saved in the `features` folder along with their column names. Args: feature_lists: A list containing the names of the feature lists to load. Returns: ...
[ "def", "load_feature_lists", "(", "self", ",", "feature_lists", ")", ":", "column_names", "=", "[", "]", "feature_ranges", "=", "[", "]", "running_feature_count", "=", "0", "for", "list_id", "in", "feature_lists", ":", "feature_list_names", "=", "load_lines", "(...
Load pickled features for train and test sets, assuming they are saved in the `features` folder along with their column names. Args: feature_lists: A list containing the names of the feature lists to load. Returns: A tuple containing 3 items: train dataframe, test dataf...
[ "Load", "pickled", "features", "for", "train", "and", "test", "sets", "assuming", "they", "are", "saved", "in", "the", "features", "folder", "along", "with", "their", "column", "names", "." ]
4d9b8827c6d6c4b79949d1cd653393498c0bb3c2
https://github.com/YuriyGuts/pygoose/blob/4d9b8827c6d6c4b79949d1cd653393498c0bb3c2/pygoose/kg/project.py#L89-L126
train
9,435
YuriyGuts/pygoose
pygoose/kg/project.py
Project.save_features
def save_features(self, train_features, test_features, feature_names, feature_list_id): """ Save features for the training and test sets to disk, along with their metadata. Args: train_features: A NumPy array of features for the training set. test_features: A NumPy array...
python
def save_features(self, train_features, test_features, feature_names, feature_list_id): """ Save features for the training and test sets to disk, along with their metadata. Args: train_features: A NumPy array of features for the training set. test_features: A NumPy array...
[ "def", "save_features", "(", "self", ",", "train_features", ",", "test_features", ",", "feature_names", ",", "feature_list_id", ")", ":", "self", ".", "save_feature_names", "(", "feature_names", ",", "feature_list_id", ")", "self", ".", "save_feature_list", "(", "...
Save features for the training and test sets to disk, along with their metadata. Args: train_features: A NumPy array of features for the training set. test_features: A NumPy array of features for the test set. feature_names: A list containing the names of the feature columns...
[ "Save", "features", "for", "the", "training", "and", "test", "sets", "to", "disk", "along", "with", "their", "metadata", "." ]
4d9b8827c6d6c4b79949d1cd653393498c0bb3c2
https://github.com/YuriyGuts/pygoose/blob/4d9b8827c6d6c4b79949d1cd653393498c0bb3c2/pygoose/kg/project.py#L128-L141
train
9,436
YuriyGuts/pygoose
pygoose/kg/project.py
Project.discover
def discover(): """ Automatically discover the paths to various data folders in this project and compose a Project instance. Returns: A constructed Project object. Raises: ValueError: if the paths could not be figured out automatically. I...
python
def discover(): """ Automatically discover the paths to various data folders in this project and compose a Project instance. Returns: A constructed Project object. Raises: ValueError: if the paths could not be figured out automatically. I...
[ "def", "discover", "(", ")", ":", "# Try ../data: we're most likely running a Jupyter notebook from the 'notebooks' directory", "candidate_path", "=", "os", ".", "path", ".", "abspath", "(", "os", ".", "path", ".", "join", "(", "os", ".", "curdir", ",", "os", ".", ...
Automatically discover the paths to various data folders in this project and compose a Project instance. Returns: A constructed Project object. Raises: ValueError: if the paths could not be figured out automatically. In this case, you have to create a Pr...
[ "Automatically", "discover", "the", "paths", "to", "various", "data", "folders", "in", "this", "project", "and", "compose", "a", "Project", "instance", "." ]
4d9b8827c6d6c4b79949d1cd653393498c0bb3c2
https://github.com/YuriyGuts/pygoose/blob/4d9b8827c6d6c4b79949d1cd653393498c0bb3c2/pygoose/kg/project.py#L170-L199
train
9,437
YuriyGuts/pygoose
pygoose/kg/project.py
Project.init
def init(): """ Creates the project infrastructure assuming the current directory is the project root. Typically used as a command-line entry point called by `pygoose init`. """ project = Project(os.path.abspath(os.getcwd())) paths_to_create = [ project.data_...
python
def init(): """ Creates the project infrastructure assuming the current directory is the project root. Typically used as a command-line entry point called by `pygoose init`. """ project = Project(os.path.abspath(os.getcwd())) paths_to_create = [ project.data_...
[ "def", "init", "(", ")", ":", "project", "=", "Project", "(", "os", ".", "path", ".", "abspath", "(", "os", ".", "getcwd", "(", ")", ")", ")", "paths_to_create", "=", "[", "project", ".", "data_dir", ",", "project", ".", "notebooks_dir", ",", "projec...
Creates the project infrastructure assuming the current directory is the project root. Typically used as a command-line entry point called by `pygoose init`.
[ "Creates", "the", "project", "infrastructure", "assuming", "the", "current", "directory", "is", "the", "project", "root", ".", "Typically", "used", "as", "a", "command", "-", "line", "entry", "point", "called", "by", "pygoose", "init", "." ]
4d9b8827c6d6c4b79949d1cd653393498c0bb3c2
https://github.com/YuriyGuts/pygoose/blob/4d9b8827c6d6c4b79949d1cd653393498c0bb3c2/pygoose/kg/project.py#L202-L221
train
9,438
tmr232/awesomelib
awesome/iterator.py
unique_justseen
def unique_justseen(iterable, key=None): "List unique elements, preserving order. Remember only the element just seen." # unique_justseen('AAAABBBCCDAABBB') --> A B C D A B # unique_justseen('ABBCcAD', str.lower) --> A B C A D return imap(next, imap(operator.itemgetter(1), groupby(iterable, key)))
python
def unique_justseen(iterable, key=None): "List unique elements, preserving order. Remember only the element just seen." # unique_justseen('AAAABBBCCDAABBB') --> A B C D A B # unique_justseen('ABBCcAD', str.lower) --> A B C A D return imap(next, imap(operator.itemgetter(1), groupby(iterable, key)))
[ "def", "unique_justseen", "(", "iterable", ",", "key", "=", "None", ")", ":", "# unique_justseen('AAAABBBCCDAABBB') --> A B C D A B", "# unique_justseen('ABBCcAD', str.lower) --> A B C A D", "return", "imap", "(", "next", ",", "imap", "(", "operator", ".", "itemgetter", "...
List unique elements, preserving order. Remember only the element just seen.
[ "List", "unique", "elements", "preserving", "order", ".", "Remember", "only", "the", "element", "just", "seen", "." ]
69a63466a63679f9e2abac8a719853a5e527219c
https://github.com/tmr232/awesomelib/blob/69a63466a63679f9e2abac8a719853a5e527219c/awesome/iterator.py#L122-L126
train
9,439
Erotemic/utool
utool/util_inject.py
_get_module
def _get_module(module_name=None, module=None, register=True): """ finds module in sys.modules based on module name unless the module has already been found and is passed in """ if module is None and module_name is not None: try: module = sys.modules[module_name] except KeyError ...
python
def _get_module(module_name=None, module=None, register=True): """ finds module in sys.modules based on module name unless the module has already been found and is passed in """ if module is None and module_name is not None: try: module = sys.modules[module_name] except KeyError ...
[ "def", "_get_module", "(", "module_name", "=", "None", ",", "module", "=", "None", ",", "register", "=", "True", ")", ":", "if", "module", "is", "None", "and", "module_name", "is", "not", "None", ":", "try", ":", "module", "=", "sys", ".", "modules", ...
finds module in sys.modules based on module name unless the module has already been found and is passed in
[ "finds", "module", "in", "sys", ".", "modules", "based", "on", "module", "name", "unless", "the", "module", "has", "already", "been", "found", "and", "is", "passed", "in" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_inject.py#L86-L102
train
9,440
Erotemic/utool
utool/util_inject.py
inject_colored_exceptions
def inject_colored_exceptions(): """ Causes exceptions to be colored if not already Hooks into sys.excepthook CommandLine: python -m utool.util_inject --test-inject_colored_exceptions Example: >>> # DISABLE_DOCTEST >>> from utool.util_inject import * # NOQA >>> pr...
python
def inject_colored_exceptions(): """ Causes exceptions to be colored if not already Hooks into sys.excepthook CommandLine: python -m utool.util_inject --test-inject_colored_exceptions Example: >>> # DISABLE_DOCTEST >>> from utool.util_inject import * # NOQA >>> pr...
[ "def", "inject_colored_exceptions", "(", ")", ":", "#COLORED_INJECTS = '--nocolorex' not in sys.argv", "#COLORED_INJECTS = '--colorex' in sys.argv", "# Ignore colored exceptions on win32", "if", "VERBOSE", ":", "print", "(", "'[inject] injecting colored exceptions'", ")", "if", "not"...
Causes exceptions to be colored if not already Hooks into sys.excepthook CommandLine: python -m utool.util_inject --test-inject_colored_exceptions Example: >>> # DISABLE_DOCTEST >>> from utool.util_inject import * # NOQA >>> print('sys.excepthook = %r ' % (sys.excepthook,...
[ "Causes", "exceptions", "to", "be", "colored", "if", "not", "already" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_inject.py#L135-L166
train
9,441
Erotemic/utool
utool/util_inject.py
inject_print_functions
def inject_print_functions(module_name=None, module_prefix='[???]', DEBUG=False, module=None): """ makes print functions to be injected into the module """ module = _get_module(module_name, module) if SILENT: def print(*args): """ silent builtins.print ...
python
def inject_print_functions(module_name=None, module_prefix='[???]', DEBUG=False, module=None): """ makes print functions to be injected into the module """ module = _get_module(module_name, module) if SILENT: def print(*args): """ silent builtins.print ...
[ "def", "inject_print_functions", "(", "module_name", "=", "None", ",", "module_prefix", "=", "'[???]'", ",", "DEBUG", "=", "False", ",", "module", "=", "None", ")", ":", "module", "=", "_get_module", "(", "module_name", ",", "module", ")", "if", "SILENT", ...
makes print functions to be injected into the module
[ "makes", "print", "functions", "to", "be", "injected", "into", "the", "module" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_inject.py#L207-L272
train
9,442
Erotemic/utool
utool/util_inject.py
make_module_reload_func
def make_module_reload_func(module_name=None, module_prefix='[???]', module=None): """ Injects dynamic module reloading """ module = _get_module(module_name, module, register=False) if module_name is None: module_name = str(module.__name__) def rrr(verbose=True): """ Dynamic module reloa...
python
def make_module_reload_func(module_name=None, module_prefix='[???]', module=None): """ Injects dynamic module reloading """ module = _get_module(module_name, module, register=False) if module_name is None: module_name = str(module.__name__) def rrr(verbose=True): """ Dynamic module reloa...
[ "def", "make_module_reload_func", "(", "module_name", "=", "None", ",", "module_prefix", "=", "'[???]'", ",", "module", "=", "None", ")", ":", "module", "=", "_get_module", "(", "module_name", ",", "module", ",", "register", "=", "False", ")", "if", "module_...
Injects dynamic module reloading
[ "Injects", "dynamic", "module", "reloading" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_inject.py#L298-L318
train
9,443
Erotemic/utool
utool/util_inject.py
noinject
def noinject(module_name=None, module_prefix='[???]', DEBUG=False, module=None, N=0, via=None): """ Use in modules that do not have inject in them Does not inject anything into the module. Just lets utool know that a module is being imported so the import order can be debuged """ if PRINT_INJEC...
python
def noinject(module_name=None, module_prefix='[???]', DEBUG=False, module=None, N=0, via=None): """ Use in modules that do not have inject in them Does not inject anything into the module. Just lets utool know that a module is being imported so the import order can be debuged """ if PRINT_INJEC...
[ "def", "noinject", "(", "module_name", "=", "None", ",", "module_prefix", "=", "'[???]'", ",", "DEBUG", "=", "False", ",", "module", "=", "None", ",", "N", "=", "0", ",", "via", "=", "None", ")", ":", "if", "PRINT_INJECT_ORDER", ":", "from", "utool", ...
Use in modules that do not have inject in them Does not inject anything into the module. Just lets utool know that a module is being imported so the import order can be debuged
[ "Use", "in", "modules", "that", "do", "not", "have", "inject", "in", "them" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_inject.py#L441-L470
train
9,444
Erotemic/utool
utool/util_inject.py
inject
def inject(module_name=None, module_prefix='[???]', DEBUG=False, module=None, N=1): """ Injects your module with utool magic Utool magic is not actually magic. It just turns your ``print`` statments into logging statments, allows for your module to be used with the utool.Indent context manager and ...
python
def inject(module_name=None, module_prefix='[???]', DEBUG=False, module=None, N=1): """ Injects your module with utool magic Utool magic is not actually magic. It just turns your ``print`` statments into logging statments, allows for your module to be used with the utool.Indent context manager and ...
[ "def", "inject", "(", "module_name", "=", "None", ",", "module_prefix", "=", "'[???]'", ",", "DEBUG", "=", "False", ",", "module", "=", "None", ",", "N", "=", "1", ")", ":", "#noinject(module_name, module_prefix, DEBUG, module, N=1)", "noinject", "(", "module_na...
Injects your module with utool magic Utool magic is not actually magic. It just turns your ``print`` statments into logging statments, allows for your module to be used with the utool.Indent context manager and the and utool.indent_func decorator. ``printDBG`` will soon be deprecated as will ``print_``...
[ "Injects", "your", "module", "with", "utool", "magic" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_inject.py#L473-L508
train
9,445
Erotemic/utool
utool/util_inject.py
inject2
def inject2(module_name=None, module_prefix=None, DEBUG=False, module=None, N=1): """ wrapper that depricates print_ and printDBG """ if module_prefix is None: module_prefix = '[%s]' % (module_name,) noinject(module_name, module_prefix, DEBUG, module, N=N) module = _get_module(module_name, modul...
python
def inject2(module_name=None, module_prefix=None, DEBUG=False, module=None, N=1): """ wrapper that depricates print_ and printDBG """ if module_prefix is None: module_prefix = '[%s]' % (module_name,) noinject(module_name, module_prefix, DEBUG, module, N=N) module = _get_module(module_name, modul...
[ "def", "inject2", "(", "module_name", "=", "None", ",", "module_prefix", "=", "None", ",", "DEBUG", "=", "False", ",", "module", "=", "None", ",", "N", "=", "1", ")", ":", "if", "module_prefix", "is", "None", ":", "module_prefix", "=", "'[%s]'", "%", ...
wrapper that depricates print_ and printDBG
[ "wrapper", "that", "depricates", "print_", "and", "printDBG" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_inject.py#L511-L520
train
9,446
Erotemic/utool
utool/util_inject.py
inject_python_code2
def inject_python_code2(fpath, patch_code, tag): """ Does autogeneration stuff """ import utool as ut text = ut.readfrom(fpath) start_tag = '# <%s>' % tag end_tag = '# </%s>' % tag new_text = ut.replace_between_tags(text, patch_code, start_tag, end_tag) ut.writeto(fpath, new_text)
python
def inject_python_code2(fpath, patch_code, tag): """ Does autogeneration stuff """ import utool as ut text = ut.readfrom(fpath) start_tag = '# <%s>' % tag end_tag = '# </%s>' % tag new_text = ut.replace_between_tags(text, patch_code, start_tag, end_tag) ut.writeto(fpath, new_text)
[ "def", "inject_python_code2", "(", "fpath", ",", "patch_code", ",", "tag", ")", ":", "import", "utool", "as", "ut", "text", "=", "ut", ".", "readfrom", "(", "fpath", ")", "start_tag", "=", "'# <%s>'", "%", "tag", "end_tag", "=", "'# </%s>'", "%", "tag", ...
Does autogeneration stuff
[ "Does", "autogeneration", "stuff" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_inject.py#L561-L568
train
9,447
Erotemic/utool
utool/util_inject.py
inject_python_code
def inject_python_code(fpath, patch_code, tag=None, inject_location='after_imports'): """ DEPRICATE puts code into files on disk """ import utool as ut assert tag is not None, 'TAG MUST BE SPECIFIED IN INJECTED CODETEXT' text = ut.read_from(fpath) comment_start_tag...
python
def inject_python_code(fpath, patch_code, tag=None, inject_location='after_imports'): """ DEPRICATE puts code into files on disk """ import utool as ut assert tag is not None, 'TAG MUST BE SPECIFIED IN INJECTED CODETEXT' text = ut.read_from(fpath) comment_start_tag...
[ "def", "inject_python_code", "(", "fpath", ",", "patch_code", ",", "tag", "=", "None", ",", "inject_location", "=", "'after_imports'", ")", ":", "import", "utool", "as", "ut", "assert", "tag", "is", "not", "None", ",", "'TAG MUST BE SPECIFIED IN INJECTED CODETEXT'...
DEPRICATE puts code into files on disk
[ "DEPRICATE", "puts", "code", "into", "files", "on", "disk" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_inject.py#L571-L622
train
9,448
Erotemic/utool
utool/Printable.py
printableType
def printableType(val, name=None, parent=None): """ Tries to make a nice type string for a value. Can also pass in a Printable parent object """ import numpy as np if parent is not None and hasattr(parent, 'customPrintableType'): # Hack for non - trivial preference types _typestr...
python
def printableType(val, name=None, parent=None): """ Tries to make a nice type string for a value. Can also pass in a Printable parent object """ import numpy as np if parent is not None and hasattr(parent, 'customPrintableType'): # Hack for non - trivial preference types _typestr...
[ "def", "printableType", "(", "val", ",", "name", "=", "None", ",", "parent", "=", "None", ")", ":", "import", "numpy", "as", "np", "if", "parent", "is", "not", "None", "and", "hasattr", "(", "parent", ",", "'customPrintableType'", ")", ":", "# Hack for n...
Tries to make a nice type string for a value. Can also pass in a Printable parent object
[ "Tries", "to", "make", "a", "nice", "type", "string", "for", "a", "value", ".", "Can", "also", "pass", "in", "a", "Printable", "parent", "object" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/Printable.py#L96-L118
train
9,449
Erotemic/utool
utool/Printable.py
printableVal
def printableVal(val, type_bit=True, justlength=False): """ Very old way of doing pretty printing. Need to update and refactor. DEPRICATE """ from utool import util_dev # Move to util_dev # NUMPY ARRAY import numpy as np if type(val) is np.ndarray: info = npArrInfo(val) ...
python
def printableVal(val, type_bit=True, justlength=False): """ Very old way of doing pretty printing. Need to update and refactor. DEPRICATE """ from utool import util_dev # Move to util_dev # NUMPY ARRAY import numpy as np if type(val) is np.ndarray: info = npArrInfo(val) ...
[ "def", "printableVal", "(", "val", ",", "type_bit", "=", "True", ",", "justlength", "=", "False", ")", ":", "from", "utool", "import", "util_dev", "# Move to util_dev", "# NUMPY ARRAY", "import", "numpy", "as", "np", "if", "type", "(", "val", ")", "is", "n...
Very old way of doing pretty printing. Need to update and refactor. DEPRICATE
[ "Very", "old", "way", "of", "doing", "pretty", "printing", ".", "Need", "to", "update", "and", "refactor", ".", "DEPRICATE" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/Printable.py#L121-L163
train
9,450
Erotemic/utool
utool/Printable.py
npArrInfo
def npArrInfo(arr): """ OLD update and refactor """ from utool.DynamicStruct import DynStruct info = DynStruct() info.shapestr = '[' + ' x '.join([str(x) for x in arr.shape]) + ']' info.dtypestr = str(arr.dtype) if info.dtypestr == 'bool': info.bittotal = 'T=%d, F=%d' % (sum(ar...
python
def npArrInfo(arr): """ OLD update and refactor """ from utool.DynamicStruct import DynStruct info = DynStruct() info.shapestr = '[' + ' x '.join([str(x) for x in arr.shape]) + ']' info.dtypestr = str(arr.dtype) if info.dtypestr == 'bool': info.bittotal = 'T=%d, F=%d' % (sum(ar...
[ "def", "npArrInfo", "(", "arr", ")", ":", "from", "utool", ".", "DynamicStruct", "import", "DynStruct", "info", "=", "DynStruct", "(", ")", "info", ".", "shapestr", "=", "'['", "+", "' x '", ".", "join", "(", "[", "str", "(", "x", ")", "for", "x", ...
OLD update and refactor
[ "OLD", "update", "and", "refactor" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/Printable.py#L166-L185
train
9,451
glormph/msstitch
src/app/actions/mzidtsv/isonormalize.py
get_isobaric_ratios
def get_isobaric_ratios(psmfn, psmheader, channels, denom_channels, min_int, targetfn, accessioncol, normalize, normratiofn): """Main function to calculate ratios for PSMs, peptides, proteins, genes. Can do simple ratios, median-of-ratios and median-centering normalization.""" ps...
python
def get_isobaric_ratios(psmfn, psmheader, channels, denom_channels, min_int, targetfn, accessioncol, normalize, normratiofn): """Main function to calculate ratios for PSMs, peptides, proteins, genes. Can do simple ratios, median-of-ratios and median-centering normalization.""" ps...
[ "def", "get_isobaric_ratios", "(", "psmfn", ",", "psmheader", ",", "channels", ",", "denom_channels", ",", "min_int", ",", "targetfn", ",", "accessioncol", ",", "normalize", ",", "normratiofn", ")", ":", "psm_or_feat_ratios", "=", "get_psmratios", "(", "psmfn", ...
Main function to calculate ratios for PSMs, peptides, proteins, genes. Can do simple ratios, median-of-ratios and median-centering normalization.
[ "Main", "function", "to", "calculate", "ratios", "for", "PSMs", "peptides", "proteins", "genes", ".", "Can", "do", "simple", "ratios", "median", "-", "of", "-", "ratios", "and", "median", "-", "centering", "normalization", "." ]
ded7e5cbd813d7797dc9d42805778266e59ff042
https://github.com/glormph/msstitch/blob/ded7e5cbd813d7797dc9d42805778266e59ff042/src/app/actions/mzidtsv/isonormalize.py#L13-L45
train
9,452
timedata-org/loady
loady/files.py
sanitize
def sanitize(value): """Strips all undesirable characters out of potential file paths.""" value = unicodedata.normalize('NFKD', value) value = value.strip() value = re.sub('[^./\w\s-]', '', value) value = re.sub('[-\s]+', '-', value) return value
python
def sanitize(value): """Strips all undesirable characters out of potential file paths.""" value = unicodedata.normalize('NFKD', value) value = value.strip() value = re.sub('[^./\w\s-]', '', value) value = re.sub('[-\s]+', '-', value) return value
[ "def", "sanitize", "(", "value", ")", ":", "value", "=", "unicodedata", ".", "normalize", "(", "'NFKD'", ",", "value", ")", "value", "=", "value", ".", "strip", "(", ")", "value", "=", "re", ".", "sub", "(", "'[^./\\w\\s-]'", ",", "''", ",", "value",...
Strips all undesirable characters out of potential file paths.
[ "Strips", "all", "undesirable", "characters", "out", "of", "potential", "file", "paths", "." ]
94ffcdb92f15a28f3c85f77bd293a9cb59de4cad
https://github.com/timedata-org/loady/blob/94ffcdb92f15a28f3c85f77bd293a9cb59de4cad/loady/files.py#L10-L18
train
9,453
timedata-org/loady
loady/files.py
remove_on_exception
def remove_on_exception(dirname, remove=True): """Creates a directory, yields to the caller, and removes that directory if an exception is thrown.""" os.makedirs(dirname) try: yield except: if remove: shutil.rmtree(dirname, ignore_errors=True) raise
python
def remove_on_exception(dirname, remove=True): """Creates a directory, yields to the caller, and removes that directory if an exception is thrown.""" os.makedirs(dirname) try: yield except: if remove: shutil.rmtree(dirname, ignore_errors=True) raise
[ "def", "remove_on_exception", "(", "dirname", ",", "remove", "=", "True", ")", ":", "os", ".", "makedirs", "(", "dirname", ")", "try", ":", "yield", "except", ":", "if", "remove", ":", "shutil", ".", "rmtree", "(", "dirname", ",", "ignore_errors", "=", ...
Creates a directory, yields to the caller, and removes that directory if an exception is thrown.
[ "Creates", "a", "directory", "yields", "to", "the", "caller", "and", "removes", "that", "directory", "if", "an", "exception", "is", "thrown", "." ]
94ffcdb92f15a28f3c85f77bd293a9cb59de4cad
https://github.com/timedata-org/loady/blob/94ffcdb92f15a28f3c85f77bd293a9cb59de4cad/loady/files.py#L22-L31
train
9,454
glormph/msstitch
src/app/actions/mzidtsv/percolator.py
add_percolator_to_mzidtsv
def add_percolator_to_mzidtsv(mzidfn, tsvfn, multipsm, oldheader): """Takes a MSGF+ tsv and corresponding mzId, adds percolatordata to tsv lines. Generator yields the lines. Multiple PSMs per scan can be delivered, in which case rank is also reported. """ namespace = readers.get_mzid_namespace(mzidf...
python
def add_percolator_to_mzidtsv(mzidfn, tsvfn, multipsm, oldheader): """Takes a MSGF+ tsv and corresponding mzId, adds percolatordata to tsv lines. Generator yields the lines. Multiple PSMs per scan can be delivered, in which case rank is also reported. """ namespace = readers.get_mzid_namespace(mzidf...
[ "def", "add_percolator_to_mzidtsv", "(", "mzidfn", ",", "tsvfn", ",", "multipsm", ",", "oldheader", ")", ":", "namespace", "=", "readers", ".", "get_mzid_namespace", "(", "mzidfn", ")", "try", ":", "xmlns", "=", "'{%s}'", "%", "namespace", "[", "'xmlns'", "]...
Takes a MSGF+ tsv and corresponding mzId, adds percolatordata to tsv lines. Generator yields the lines. Multiple PSMs per scan can be delivered, in which case rank is also reported.
[ "Takes", "a", "MSGF", "+", "tsv", "and", "corresponding", "mzId", "adds", "percolatordata", "to", "tsv", "lines", ".", "Generator", "yields", "the", "lines", ".", "Multiple", "PSMs", "per", "scan", "can", "be", "delivered", "in", "which", "case", "rank", "...
ded7e5cbd813d7797dc9d42805778266e59ff042
https://github.com/glormph/msstitch/blob/ded7e5cbd813d7797dc9d42805778266e59ff042/src/app/actions/mzidtsv/percolator.py#L6-L39
train
9,455
Erotemic/utool
utool/util_profile.py
parse_rawprofile_blocks
def parse_rawprofile_blocks(text): """ Split the file into blocks along delimters and and put delimeters back in the list """ # The total time reported in the raw output is from pystone not kernprof # The pystone total time is actually the average time spent in the function delim = 'Total ti...
python
def parse_rawprofile_blocks(text): """ Split the file into blocks along delimters and and put delimeters back in the list """ # The total time reported in the raw output is from pystone not kernprof # The pystone total time is actually the average time spent in the function delim = 'Total ti...
[ "def", "parse_rawprofile_blocks", "(", "text", ")", ":", "# The total time reported in the raw output is from pystone not kernprof", "# The pystone total time is actually the average time spent in the function", "delim", "=", "'Total time: '", "delim2", "=", "'Pystone time: '", "#delim =...
Split the file into blocks along delimters and and put delimeters back in the list
[ "Split", "the", "file", "into", "blocks", "along", "delimters", "and", "and", "put", "delimeters", "back", "in", "the", "list" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_profile.py#L78-L91
train
9,456
Erotemic/utool
utool/util_profile.py
parse_timemap_from_blocks
def parse_timemap_from_blocks(profile_block_list): """ Build a map from times to line_profile blocks """ prefix_list = [] timemap = ut.ddict(list) for ix in range(len(profile_block_list)): block = profile_block_list[ix] total_time = get_block_totaltime(block) # Blocks wit...
python
def parse_timemap_from_blocks(profile_block_list): """ Build a map from times to line_profile blocks """ prefix_list = [] timemap = ut.ddict(list) for ix in range(len(profile_block_list)): block = profile_block_list[ix] total_time = get_block_totaltime(block) # Blocks wit...
[ "def", "parse_timemap_from_blocks", "(", "profile_block_list", ")", ":", "prefix_list", "=", "[", "]", "timemap", "=", "ut", ".", "ddict", "(", "list", ")", "for", "ix", "in", "range", "(", "len", "(", "profile_block_list", ")", ")", ":", "block", "=", "...
Build a map from times to line_profile blocks
[ "Build", "a", "map", "from", "times", "to", "line_profile", "blocks" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_profile.py#L123-L138
train
9,457
Erotemic/utool
utool/util_profile.py
clean_line_profile_text
def clean_line_profile_text(text): """ Sorts the output from line profile by execution time Removes entries which were not run """ # profile_block_list = parse_rawprofile_blocks(text) #profile_block_list = fix_rawprofile_blocks(profile_block_list) #--- # FIXME can be written much nic...
python
def clean_line_profile_text(text): """ Sorts the output from line profile by execution time Removes entries which were not run """ # profile_block_list = parse_rawprofile_blocks(text) #profile_block_list = fix_rawprofile_blocks(profile_block_list) #--- # FIXME can be written much nic...
[ "def", "clean_line_profile_text", "(", "text", ")", ":", "#", "profile_block_list", "=", "parse_rawprofile_blocks", "(", "text", ")", "#profile_block_list = fix_rawprofile_blocks(profile_block_list)", "#---", "# FIXME can be written much nicer", "prefix_list", ",", "timemap", "...
Sorts the output from line profile by execution time Removes entries which were not run
[ "Sorts", "the", "output", "from", "line", "profile", "by", "execution", "time", "Removes", "entries", "which", "were", "not", "run" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_profile.py#L191-L213
train
9,458
Erotemic/utool
utool/util_profile.py
clean_lprof_file
def clean_lprof_file(input_fname, output_fname=None): """ Reads a .lprof file and cleans it """ # Read the raw .lprof text dump text = ut.read_from(input_fname) # Sort and clean the text output_text = clean_line_profile_text(text) return output_text
python
def clean_lprof_file(input_fname, output_fname=None): """ Reads a .lprof file and cleans it """ # Read the raw .lprof text dump text = ut.read_from(input_fname) # Sort and clean the text output_text = clean_line_profile_text(text) return output_text
[ "def", "clean_lprof_file", "(", "input_fname", ",", "output_fname", "=", "None", ")", ":", "# Read the raw .lprof text dump", "text", "=", "ut", ".", "read_from", "(", "input_fname", ")", "# Sort and clean the text", "output_text", "=", "clean_line_profile_text", "(", ...
Reads a .lprof file and cleans it
[ "Reads", "a", ".", "lprof", "file", "and", "cleans", "it" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_profile.py#L216-L222
train
9,459
YuriyGuts/pygoose
pygoose/kg/keras.py
get_class_weights
def get_class_weights(y, smooth_factor=0): """ Returns the weights for each class based on the frequencies of the samples. Args: y: A list of true labels (the labels must be hashable). smooth_factor: A factor that smooths extremely uneven weights. Returns: A dictionary with the...
python
def get_class_weights(y, smooth_factor=0): """ Returns the weights for each class based on the frequencies of the samples. Args: y: A list of true labels (the labels must be hashable). smooth_factor: A factor that smooths extremely uneven weights. Returns: A dictionary with the...
[ "def", "get_class_weights", "(", "y", ",", "smooth_factor", "=", "0", ")", ":", "from", "collections", "import", "Counter", "counter", "=", "Counter", "(", "y", ")", "if", "smooth_factor", ">", "0", ":", "p", "=", "max", "(", "counter", ".", "values", ...
Returns the weights for each class based on the frequencies of the samples. Args: y: A list of true labels (the labels must be hashable). smooth_factor: A factor that smooths extremely uneven weights. Returns: A dictionary with the weight for each class.
[ "Returns", "the", "weights", "for", "each", "class", "based", "on", "the", "frequencies", "of", "the", "samples", "." ]
4d9b8827c6d6c4b79949d1cd653393498c0bb3c2
https://github.com/YuriyGuts/pygoose/blob/4d9b8827c6d6c4b79949d1cd653393498c0bb3c2/pygoose/kg/keras.py#L4-L26
train
9,460
YuriyGuts/pygoose
pygoose/kg/keras.py
plot_loss_history
def plot_loss_history(history, figsize=(15, 8)): """ Plots the learning history for a Keras model, assuming the validation data was provided to the 'fit' function. Args: history: The return value from the 'fit' function. figsize: The size of the plot. """ plt.figure(figsize=fig...
python
def plot_loss_history(history, figsize=(15, 8)): """ Plots the learning history for a Keras model, assuming the validation data was provided to the 'fit' function. Args: history: The return value from the 'fit' function. figsize: The size of the plot. """ plt.figure(figsize=fig...
[ "def", "plot_loss_history", "(", "history", ",", "figsize", "=", "(", "15", ",", "8", ")", ")", ":", "plt", ".", "figure", "(", "figsize", "=", "figsize", ")", "plt", ".", "plot", "(", "history", ".", "history", "[", "\"loss\"", "]", ")", "plt", "....
Plots the learning history for a Keras model, assuming the validation data was provided to the 'fit' function. Args: history: The return value from the 'fit' function. figsize: The size of the plot.
[ "Plots", "the", "learning", "history", "for", "a", "Keras", "model", "assuming", "the", "validation", "data", "was", "provided", "to", "the", "fit", "function", "." ]
4d9b8827c6d6c4b79949d1cd653393498c0bb3c2
https://github.com/YuriyGuts/pygoose/blob/4d9b8827c6d6c4b79949d1cd653393498c0bb3c2/pygoose/kg/keras.py#L29-L49
train
9,461
Erotemic/utool
utool/util_iter.py
iter_window
def iter_window(iterable, size=2, step=1, wrap=False): r""" iterates through iterable with a window size generalizeation of itertwo Args: iterable (iter): an iterable sequence size (int): window size (default = 2) wrap (bool): wraparound (default = False) Returns: i...
python
def iter_window(iterable, size=2, step=1, wrap=False): r""" iterates through iterable with a window size generalizeation of itertwo Args: iterable (iter): an iterable sequence size (int): window size (default = 2) wrap (bool): wraparound (default = False) Returns: i...
[ "def", "iter_window", "(", "iterable", ",", "size", "=", "2", ",", "step", "=", "1", ",", "wrap", "=", "False", ")", ":", "# it.tee may be slow, but works on all iterables", "iter_list", "=", "it", ".", "tee", "(", "iterable", ",", "size", ")", "if", "wrap...
r""" iterates through iterable with a window size generalizeation of itertwo Args: iterable (iter): an iterable sequence size (int): window size (default = 2) wrap (bool): wraparound (default = False) Returns: iter: returns windows in a sequence CommandLine: ...
[ "r", "iterates", "through", "iterable", "with", "a", "window", "size", "generalizeation", "of", "itertwo" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_iter.py#L89-L143
train
9,462
Erotemic/utool
utool/util_iter.py
iter_compress
def iter_compress(item_iter, flag_iter): """ iter_compress - like numpy compress Args: item_iter (list): flag_iter (list): of bools Returns: list: true_items Example: >>> # ENABLE_DOCTEST >>> from utool.util_iter import * # NOQA >>> item_iter = [1,...
python
def iter_compress(item_iter, flag_iter): """ iter_compress - like numpy compress Args: item_iter (list): flag_iter (list): of bools Returns: list: true_items Example: >>> # ENABLE_DOCTEST >>> from utool.util_iter import * # NOQA >>> item_iter = [1,...
[ "def", "iter_compress", "(", "item_iter", ",", "flag_iter", ")", ":", "# TODO: Just use it.compress", "true_items", "=", "(", "item", "for", "(", "item", ",", "flag", ")", "in", "zip", "(", "item_iter", ",", "flag_iter", ")", "if", "flag", ")", "return", "...
iter_compress - like numpy compress Args: item_iter (list): flag_iter (list): of bools Returns: list: true_items Example: >>> # ENABLE_DOCTEST >>> from utool.util_iter import * # NOQA >>> item_iter = [1, 2, 3, 4, 5] >>> flag_iter = [False, True, Tr...
[ "iter_compress", "-", "like", "numpy", "compress" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_iter.py#L232-L255
train
9,463
Erotemic/utool
utool/util_iter.py
ichunks
def ichunks(iterable, chunksize, bordermode=None): r""" generates successive n-sized chunks from ``iterable``. Args: iterable (list): input to iterate over chunksize (int): size of sublist to return bordermode (str): None, 'cycle', or 'replicate' References: http://stac...
python
def ichunks(iterable, chunksize, bordermode=None): r""" generates successive n-sized chunks from ``iterable``. Args: iterable (list): input to iterate over chunksize (int): size of sublist to return bordermode (str): None, 'cycle', or 'replicate' References: http://stac...
[ "def", "ichunks", "(", "iterable", ",", "chunksize", ",", "bordermode", "=", "None", ")", ":", "if", "bordermode", "is", "None", ":", "return", "ichunks_noborder", "(", "iterable", ",", "chunksize", ")", "elif", "bordermode", "==", "'cycle'", ":", "return", ...
r""" generates successive n-sized chunks from ``iterable``. Args: iterable (list): input to iterate over chunksize (int): size of sublist to return bordermode (str): None, 'cycle', or 'replicate' References: http://stackoverflow.com/questions/434287/iterate-over-a-list-in-c...
[ "r", "generates", "successive", "n", "-", "sized", "chunks", "from", "iterable", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_iter.py#L340-L411
train
9,464
Erotemic/utool
utool/util_iter.py
ichunks_list
def ichunks_list(list_, chunksize): """ input must be a list. SeeAlso: ichunks References: http://stackoverflow.com/questions/434287/iterate-over-a-list-in-chunks """ return (list_[ix:ix + chunksize] for ix in range(0, len(list_), chunksize))
python
def ichunks_list(list_, chunksize): """ input must be a list. SeeAlso: ichunks References: http://stackoverflow.com/questions/434287/iterate-over-a-list-in-chunks """ return (list_[ix:ix + chunksize] for ix in range(0, len(list_), chunksize))
[ "def", "ichunks_list", "(", "list_", ",", "chunksize", ")", ":", "return", "(", "list_", "[", "ix", ":", "ix", "+", "chunksize", "]", "for", "ix", "in", "range", "(", "0", ",", "len", "(", "list_", ")", ",", "chunksize", ")", ")" ]
input must be a list. SeeAlso: ichunks References: http://stackoverflow.com/questions/434287/iterate-over-a-list-in-chunks
[ "input", "must", "be", "a", "list", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_iter.py#L458-L468
train
9,465
Erotemic/utool
utool/util_iter.py
interleave
def interleave(args): r""" zip followed by flatten Args: args (tuple): tuple of lists to interleave SeeAlso: You may actually be better off doing something like this: a, b, = args ut.flatten(ut.bzip(a, b)) ut.flatten(ut.bzip([1, 2, 3], ['-'])) ...
python
def interleave(args): r""" zip followed by flatten Args: args (tuple): tuple of lists to interleave SeeAlso: You may actually be better off doing something like this: a, b, = args ut.flatten(ut.bzip(a, b)) ut.flatten(ut.bzip([1, 2, 3], ['-'])) ...
[ "def", "interleave", "(", "args", ")", ":", "arg_iters", "=", "list", "(", "map", "(", "iter", ",", "args", ")", ")", "cycle_iter", "=", "it", ".", "cycle", "(", "arg_iters", ")", "for", "iter_", "in", "cycle_iter", ":", "yield", "six", ".", "next", ...
r""" zip followed by flatten Args: args (tuple): tuple of lists to interleave SeeAlso: You may actually be better off doing something like this: a, b, = args ut.flatten(ut.bzip(a, b)) ut.flatten(ut.bzip([1, 2, 3], ['-'])) [1, '-', 2, '-', 3,...
[ "r", "zip", "followed", "by", "flatten" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_iter.py#L477-L505
train
9,466
Erotemic/utool
utool/util_iter.py
random_product
def random_product(items, num=None, rng=None): """ Yields `num` items from the cartesian product of items in a random order. Args: items (list of sequences): items to get caresian product of packed in a list or tuple. (note this deviates from api of it.product) Example:...
python
def random_product(items, num=None, rng=None): """ Yields `num` items from the cartesian product of items in a random order. Args: items (list of sequences): items to get caresian product of packed in a list or tuple. (note this deviates from api of it.product) Example:...
[ "def", "random_product", "(", "items", ",", "num", "=", "None", ",", "rng", "=", "None", ")", ":", "import", "utool", "as", "ut", "rng", "=", "ut", ".", "ensure_rng", "(", "rng", ",", "'python'", ")", "seen", "=", "set", "(", ")", "items", "=", "...
Yields `num` items from the cartesian product of items in a random order. Args: items (list of sequences): items to get caresian product of packed in a list or tuple. (note this deviates from api of it.product) Example: import utool as ut items = [(1, 2, 3), (4,...
[ "Yields", "num", "items", "from", "the", "cartesian", "product", "of", "items", "in", "a", "random", "order", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_iter.py#L512-L549
train
9,467
Erotemic/utool
utool/util_iter.py
random_combinations
def random_combinations(items, size, num=None, rng=None): """ Yields `num` combinations of length `size` from items in random order Args: items (?): size (?): num (None): (default = None) rng (RandomState): random number generator(default = None) Yields: tuple:...
python
def random_combinations(items, size, num=None, rng=None): """ Yields `num` combinations of length `size` from items in random order Args: items (?): size (?): num (None): (default = None) rng (RandomState): random number generator(default = None) Yields: tuple:...
[ "def", "random_combinations", "(", "items", ",", "size", ",", "num", "=", "None", ",", "rng", "=", "None", ")", ":", "import", "scipy", ".", "misc", "import", "numpy", "as", "np", "import", "utool", "as", "ut", "rng", "=", "ut", ".", "ensure_rng", "(...
Yields `num` combinations of length `size` from items in random order Args: items (?): size (?): num (None): (default = None) rng (RandomState): random number generator(default = None) Yields: tuple: combo CommandLine: python -m utool.util_iter random_comb...
[ "Yields", "num", "combinations", "of", "length", "size", "from", "items", "in", "random", "order" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_iter.py#L552-L616
train
9,468
chriso/gauged
gauged/drivers/__init__.py
parse_dsn
def parse_dsn(dsn_string): """Parse a connection string and return the associated driver""" dsn = urlparse(dsn_string) scheme = dsn.scheme.split('+')[0] username = password = host = port = None host = dsn.netloc if '@' in host: username, host = host.split('@') if ':' in username:...
python
def parse_dsn(dsn_string): """Parse a connection string and return the associated driver""" dsn = urlparse(dsn_string) scheme = dsn.scheme.split('+')[0] username = password = host = port = None host = dsn.netloc if '@' in host: username, host = host.split('@') if ':' in username:...
[ "def", "parse_dsn", "(", "dsn_string", ")", ":", "dsn", "=", "urlparse", "(", "dsn_string", ")", "scheme", "=", "dsn", ".", "scheme", ".", "split", "(", "'+'", ")", "[", "0", "]", "username", "=", "password", "=", "host", "=", "port", "=", "None", ...
Parse a connection string and return the associated driver
[ "Parse", "a", "connection", "string", "and", "return", "the", "associated", "driver" ]
cda3bba2f3e92ce2fb4aa92132dcc0e689bf7976
https://github.com/chriso/gauged/blob/cda3bba2f3e92ce2fb4aa92132dcc0e689bf7976/gauged/drivers/__init__.py#L14-L57
train
9,469
Thermondo/django-heroku-connect
heroku_connect/db/router.py
HerokuConnectRouter.db_for_write
def db_for_write(self, model, **hints): """ Prevent write actions on read-only tables. Raises: WriteNotSupportedError: If models.sf_access is ``read_only``. """ try: if model.sf_access == READ_ONLY: raise WriteNotSupportedError("%r is a r...
python
def db_for_write(self, model, **hints): """ Prevent write actions on read-only tables. Raises: WriteNotSupportedError: If models.sf_access is ``read_only``. """ try: if model.sf_access == READ_ONLY: raise WriteNotSupportedError("%r is a r...
[ "def", "db_for_write", "(", "self", ",", "model", ",", "*", "*", "hints", ")", ":", "try", ":", "if", "model", ".", "sf_access", "==", "READ_ONLY", ":", "raise", "WriteNotSupportedError", "(", "\"%r is a read-only model.\"", "%", "model", ")", "except", "Att...
Prevent write actions on read-only tables. Raises: WriteNotSupportedError: If models.sf_access is ``read_only``.
[ "Prevent", "write", "actions", "on", "read", "-", "only", "tables", "." ]
f390e0fbf256ee79b30bb88f9a8c9576c6c8d9b5
https://github.com/Thermondo/django-heroku-connect/blob/f390e0fbf256ee79b30bb88f9a8c9576c6c8d9b5/heroku_connect/db/router.py#L26-L39
train
9,470
product-definition-center/pdc-client
pdc_client/runner.py
Runner.run_hook
def run_hook(self, hook, *args, **kwargs): """ Loop over all plugins and invoke function `hook` with `args` and `kwargs` in each of them. If the plugin does not have the function, it is skipped. """ for plugin in self.raw_plugins: if hasattr(plugin, hook): ...
python
def run_hook(self, hook, *args, **kwargs): """ Loop over all plugins and invoke function `hook` with `args` and `kwargs` in each of them. If the plugin does not have the function, it is skipped. """ for plugin in self.raw_plugins: if hasattr(plugin, hook): ...
[ "def", "run_hook", "(", "self", ",", "hook", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "for", "plugin", "in", "self", ".", "raw_plugins", ":", "if", "hasattr", "(", "plugin", ",", "hook", ")", ":", "self", ".", "logger", ".", "debug", ...
Loop over all plugins and invoke function `hook` with `args` and `kwargs` in each of them. If the plugin does not have the function, it is skipped.
[ "Loop", "over", "all", "plugins", "and", "invoke", "function", "hook", "with", "args", "and", "kwargs", "in", "each", "of", "them", ".", "If", "the", "plugin", "does", "not", "have", "the", "function", "it", "is", "skipped", "." ]
7236fd8b72e675ebb321bbe337289d9fbeb6119f
https://github.com/product-definition-center/pdc-client/blob/7236fd8b72e675ebb321bbe337289d9fbeb6119f/pdc_client/runner.py#L134-L143
train
9,471
glormph/msstitch
src/app/writers/tsv.py
write_tsv
def write_tsv(headerfields, features, outfn): """Writes header and generator of lines to tab separated file. headerfields - list of field names in header in correct order features - generates 1 list per line that belong to header outfn - filename to output to. Overwritten if exists """ with ope...
python
def write_tsv(headerfields, features, outfn): """Writes header and generator of lines to tab separated file. headerfields - list of field names in header in correct order features - generates 1 list per line that belong to header outfn - filename to output to. Overwritten if exists """ with ope...
[ "def", "write_tsv", "(", "headerfields", ",", "features", ",", "outfn", ")", ":", "with", "open", "(", "outfn", ",", "'w'", ")", "as", "fp", ":", "write_tsv_line_from_list", "(", "headerfields", ",", "fp", ")", "for", "line", "in", "features", ":", "writ...
Writes header and generator of lines to tab separated file. headerfields - list of field names in header in correct order features - generates 1 list per line that belong to header outfn - filename to output to. Overwritten if exists
[ "Writes", "header", "and", "generator", "of", "lines", "to", "tab", "separated", "file", "." ]
ded7e5cbd813d7797dc9d42805778266e59ff042
https://github.com/glormph/msstitch/blob/ded7e5cbd813d7797dc9d42805778266e59ff042/src/app/writers/tsv.py#L1-L12
train
9,472
glormph/msstitch
src/app/writers/tsv.py
write_tsv_line_from_list
def write_tsv_line_from_list(linelist, outfp): """Utility method to convert list to tsv line with carriage return""" line = '\t'.join(linelist) outfp.write(line) outfp.write('\n')
python
def write_tsv_line_from_list(linelist, outfp): """Utility method to convert list to tsv line with carriage return""" line = '\t'.join(linelist) outfp.write(line) outfp.write('\n')
[ "def", "write_tsv_line_from_list", "(", "linelist", ",", "outfp", ")", ":", "line", "=", "'\\t'", ".", "join", "(", "linelist", ")", "outfp", ".", "write", "(", "line", ")", "outfp", ".", "write", "(", "'\\n'", ")" ]
Utility method to convert list to tsv line with carriage return
[ "Utility", "method", "to", "convert", "list", "to", "tsv", "line", "with", "carriage", "return" ]
ded7e5cbd813d7797dc9d42805778266e59ff042
https://github.com/glormph/msstitch/blob/ded7e5cbd813d7797dc9d42805778266e59ff042/src/app/writers/tsv.py#L15-L19
train
9,473
Erotemic/utool
utool/util_str.py
replace_between_tags
def replace_between_tags(text, repl_, start_tag, end_tag=None): r""" Replaces text between sentinal lines in a block of text. Args: text (str): repl_ (str): start_tag (str): end_tag (str): (default=None) Returns: str: new_text CommandLine: python -m...
python
def replace_between_tags(text, repl_, start_tag, end_tag=None): r""" Replaces text between sentinal lines in a block of text. Args: text (str): repl_ (str): start_tag (str): end_tag (str): (default=None) Returns: str: new_text CommandLine: python -m...
[ "def", "replace_between_tags", "(", "text", ",", "repl_", ",", "start_tag", ",", "end_tag", "=", "None", ")", ":", "new_lines", "=", "[", "]", "editing", "=", "False", "lines", "=", "text", ".", "split", "(", "'\\n'", ")", "for", "line", "in", "lines",...
r""" Replaces text between sentinal lines in a block of text. Args: text (str): repl_ (str): start_tag (str): end_tag (str): (default=None) Returns: str: new_text CommandLine: python -m utool.util_str --exec-replace_between_tags Example: >>...
[ "r", "Replaces", "text", "between", "sentinal", "lines", "in", "a", "block", "of", "text", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L75-L128
train
9,474
Erotemic/utool
utool/util_str.py
theta_str
def theta_str(theta, taustr=TAUSTR, fmtstr='{coeff:,.1f}{taustr}'): r""" Format theta so it is interpretable in base 10 Args: theta (float) angle in radians taustr (str): default 2pi Returns: str : theta_str - the angle in tau units Example1: >>> # ENABLE_DOCTEST ...
python
def theta_str(theta, taustr=TAUSTR, fmtstr='{coeff:,.1f}{taustr}'): r""" Format theta so it is interpretable in base 10 Args: theta (float) angle in radians taustr (str): default 2pi Returns: str : theta_str - the angle in tau units Example1: >>> # ENABLE_DOCTEST ...
[ "def", "theta_str", "(", "theta", ",", "taustr", "=", "TAUSTR", ",", "fmtstr", "=", "'{coeff:,.1f}{taustr}'", ")", ":", "coeff", "=", "theta", "/", "TAU", "theta_str", "=", "fmtstr", ".", "format", "(", "coeff", "=", "coeff", ",", "taustr", "=", "taustr"...
r""" Format theta so it is interpretable in base 10 Args: theta (float) angle in radians taustr (str): default 2pi Returns: str : theta_str - the angle in tau units Example1: >>> # ENABLE_DOCTEST >>> from utool.util_str import * # NOQA >>> theta = 3.14...
[ "r", "Format", "theta", "so", "it", "is", "interpretable", "in", "base", "10" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L131-L161
train
9,475
Erotemic/utool
utool/util_str.py
bbox_str
def bbox_str(bbox, pad=4, sep=', '): r""" makes a string from an integer bounding box """ if bbox is None: return 'None' fmtstr = sep.join(['%' + six.text_type(pad) + 'd'] * 4) return '(' + fmtstr % tuple(bbox) + ')'
python
def bbox_str(bbox, pad=4, sep=', '): r""" makes a string from an integer bounding box """ if bbox is None: return 'None' fmtstr = sep.join(['%' + six.text_type(pad) + 'd'] * 4) return '(' + fmtstr % tuple(bbox) + ')'
[ "def", "bbox_str", "(", "bbox", ",", "pad", "=", "4", ",", "sep", "=", "', '", ")", ":", "if", "bbox", "is", "None", ":", "return", "'None'", "fmtstr", "=", "sep", ".", "join", "(", "[", "'%'", "+", "six", ".", "text_type", "(", "pad", ")", "+"...
r""" makes a string from an integer bounding box
[ "r", "makes", "a", "string", "from", "an", "integer", "bounding", "box" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L164-L169
train
9,476
Erotemic/utool
utool/util_str.py
verts_str
def verts_str(verts, pad=1): r""" makes a string from a list of integer verticies """ if verts is None: return 'None' fmtstr = ', '.join(['%' + six.text_type(pad) + 'd' + ', %' + six.text_type(pad) + 'd'] * 1) return ', '.join(['(' + fmtstr % vert + ')' for vert in verts]...
python
def verts_str(verts, pad=1): r""" makes a string from a list of integer verticies """ if verts is None: return 'None' fmtstr = ', '.join(['%' + six.text_type(pad) + 'd' + ', %' + six.text_type(pad) + 'd'] * 1) return ', '.join(['(' + fmtstr % vert + ')' for vert in verts]...
[ "def", "verts_str", "(", "verts", ",", "pad", "=", "1", ")", ":", "if", "verts", "is", "None", ":", "return", "'None'", "fmtstr", "=", "', '", ".", "join", "(", "[", "'%'", "+", "six", ".", "text_type", "(", "pad", ")", "+", "'d'", "+", "', %'", ...
r""" makes a string from a list of integer verticies
[ "r", "makes", "a", "string", "from", "a", "list", "of", "integer", "verticies" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L172-L178
train
9,477
Erotemic/utool
utool/util_str.py
remove_chars
def remove_chars(str_, char_list): """ removes all chars in char_list from str_ Args: str_ (str): char_list (list): Returns: str: outstr Example: >>> # ENABLE_DOCTEST >>> from utool.util_str import * # NOQA >>> str_ = '1, 2, 3, 4' >>> char_...
python
def remove_chars(str_, char_list): """ removes all chars in char_list from str_ Args: str_ (str): char_list (list): Returns: str: outstr Example: >>> # ENABLE_DOCTEST >>> from utool.util_str import * # NOQA >>> str_ = '1, 2, 3, 4' >>> char_...
[ "def", "remove_chars", "(", "str_", ",", "char_list", ")", ":", "outstr", "=", "str_", "[", ":", "]", "for", "char", "in", "char_list", ":", "outstr", "=", "outstr", ".", "replace", "(", "char", ",", "''", ")", "return", "outstr" ]
removes all chars in char_list from str_ Args: str_ (str): char_list (list): Returns: str: outstr Example: >>> # ENABLE_DOCTEST >>> from utool.util_str import * # NOQA >>> str_ = '1, 2, 3, 4' >>> char_list = [','] >>> result = remove_chars(...
[ "removes", "all", "chars", "in", "char_list", "from", "str_" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L195-L218
train
9,478
Erotemic/utool
utool/util_str.py
get_minimum_indentation
def get_minimum_indentation(text): r""" returns the number of preceding spaces Args: text (str): unicode text Returns: int: indentation CommandLine: python -m utool.util_str --exec-get_minimum_indentation --show Example: >>> # ENABLE_DOCTEST >>> from u...
python
def get_minimum_indentation(text): r""" returns the number of preceding spaces Args: text (str): unicode text Returns: int: indentation CommandLine: python -m utool.util_str --exec-get_minimum_indentation --show Example: >>> # ENABLE_DOCTEST >>> from u...
[ "def", "get_minimum_indentation", "(", "text", ")", ":", "lines", "=", "text", ".", "split", "(", "'\\n'", ")", "indentations", "=", "[", "get_indentation", "(", "line_", ")", "for", "line_", "in", "lines", "if", "len", "(", "line_", ".", "strip", "(", ...
r""" returns the number of preceding spaces Args: text (str): unicode text Returns: int: indentation CommandLine: python -m utool.util_str --exec-get_minimum_indentation --show Example: >>> # ENABLE_DOCTEST >>> from utool.util_str import * # NOQA ...
[ "r", "returns", "the", "number", "of", "preceding", "spaces" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L228-L255
train
9,479
Erotemic/utool
utool/util_str.py
indentjoin
def indentjoin(strlist, indent='\n ', suffix=''): r""" Convineince indentjoin similar to '\n '.join(strlist) but indent is also prefixed Args: strlist (?): indent (str): suffix (str): Returns: str: joined list """ indent_ = indent strlist = list...
python
def indentjoin(strlist, indent='\n ', suffix=''): r""" Convineince indentjoin similar to '\n '.join(strlist) but indent is also prefixed Args: strlist (?): indent (str): suffix (str): Returns: str: joined list """ indent_ = indent strlist = list...
[ "def", "indentjoin", "(", "strlist", ",", "indent", "=", "'\\n '", ",", "suffix", "=", "''", ")", ":", "indent_", "=", "indent", "strlist", "=", "list", "(", "strlist", ")", "if", "len", "(", "strlist", ")", "==", "0", ":", "return", "''", "return...
r""" Convineince indentjoin similar to '\n '.join(strlist) but indent is also prefixed Args: strlist (?): indent (str): suffix (str): Returns: str: joined list
[ "r", "Convineince", "indentjoin" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L357-L376
train
9,480
Erotemic/utool
utool/util_str.py
truncate_str
def truncate_str(str_, maxlen=110, truncmsg=' ~~~TRUNCATED~~~ '): """ Removes the middle part of any string over maxlen characters. """ if NO_TRUNCATE: return str_ if maxlen is None or maxlen == -1 or len(str_) < maxlen: return str_ else: maxlen_ = maxlen - len(truncmsg) ...
python
def truncate_str(str_, maxlen=110, truncmsg=' ~~~TRUNCATED~~~ '): """ Removes the middle part of any string over maxlen characters. """ if NO_TRUNCATE: return str_ if maxlen is None or maxlen == -1 or len(str_) < maxlen: return str_ else: maxlen_ = maxlen - len(truncmsg) ...
[ "def", "truncate_str", "(", "str_", ",", "maxlen", "=", "110", ",", "truncmsg", "=", "' ~~~TRUNCATED~~~ '", ")", ":", "if", "NO_TRUNCATE", ":", "return", "str_", "if", "maxlen", "is", "None", "or", "maxlen", "==", "-", "1", "or", "len", "(", "str_", ")...
Removes the middle part of any string over maxlen characters.
[ "Removes", "the", "middle", "part", "of", "any", "string", "over", "maxlen", "characters", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L379-L392
train
9,481
Erotemic/utool
utool/util_str.py
packstr
def packstr(instr, textwidth=160, breakchars=' ', break_words=True, newline_prefix='', indentation='', nlprefix=None, wordsep=' ', remove_newlines=True): """ alias for pack_into. has more up to date kwargs """ if not isinstance(instr, six.string_types): instr = repr(instr) if...
python
def packstr(instr, textwidth=160, breakchars=' ', break_words=True, newline_prefix='', indentation='', nlprefix=None, wordsep=' ', remove_newlines=True): """ alias for pack_into. has more up to date kwargs """ if not isinstance(instr, six.string_types): instr = repr(instr) if...
[ "def", "packstr", "(", "instr", ",", "textwidth", "=", "160", ",", "breakchars", "=", "' '", ",", "break_words", "=", "True", ",", "newline_prefix", "=", "''", ",", "indentation", "=", "''", ",", "nlprefix", "=", "None", ",", "wordsep", "=", "' '", ","...
alias for pack_into. has more up to date kwargs
[ "alias", "for", "pack_into", ".", "has", "more", "up", "to", "date", "kwargs" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L468-L480
train
9,482
Erotemic/utool
utool/util_str.py
byte_str
def byte_str(nBytes, unit='bytes', precision=2): """ representing the number of bytes with the chosen unit Returns: str """ #return (nBytes * ureg.byte).to(unit.upper()) if unit.lower().startswith('b'): nUnit = nBytes elif unit.lower().startswith('k'): nUnit = nByte...
python
def byte_str(nBytes, unit='bytes', precision=2): """ representing the number of bytes with the chosen unit Returns: str """ #return (nBytes * ureg.byte).to(unit.upper()) if unit.lower().startswith('b'): nUnit = nBytes elif unit.lower().startswith('k'): nUnit = nByte...
[ "def", "byte_str", "(", "nBytes", ",", "unit", "=", "'bytes'", ",", "precision", "=", "2", ")", ":", "#return (nBytes * ureg.byte).to(unit.upper())", "if", "unit", ".", "lower", "(", ")", ".", "startswith", "(", "'b'", ")", ":", "nUnit", "=", "nBytes", "el...
representing the number of bytes with the chosen unit Returns: str
[ "representing", "the", "number", "of", "bytes", "with", "the", "chosen", "unit" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L671-L691
train
9,483
Erotemic/utool
utool/util_str.py
func_str
def func_str(func, args=[], kwargs={}, type_aliases=[], packed=False, packkw=None, truncate=False): """ string representation of function definition Returns: str: a representation of func with args, kwargs, and type_aliases Args: func (function): args (list): argum...
python
def func_str(func, args=[], kwargs={}, type_aliases=[], packed=False, packkw=None, truncate=False): """ string representation of function definition Returns: str: a representation of func with args, kwargs, and type_aliases Args: func (function): args (list): argum...
[ "def", "func_str", "(", "func", ",", "args", "=", "[", "]", ",", "kwargs", "=", "{", "}", ",", "type_aliases", "=", "[", "]", ",", "packed", "=", "False", ",", "packkw", "=", "None", ",", "truncate", "=", "False", ")", ":", "import", "utool", "as...
string representation of function definition Returns: str: a representation of func with args, kwargs, and type_aliases Args: func (function): args (list): argument values (default = []) kwargs (dict): kwargs values (default = {}) type_aliases (list): (default = []) ...
[ "string", "representation", "of", "function", "definition" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L720-L778
train
9,484
Erotemic/utool
utool/util_str.py
func_defsig
def func_defsig(func, with_name=True): """ String of function definition signature Args: func (function): live python function Returns: str: defsig CommandLine: python -m utool.util_str --exec-func_defsig Example: >>> # ENABLE_DOCTEST >>> from utool.ut...
python
def func_defsig(func, with_name=True): """ String of function definition signature Args: func (function): live python function Returns: str: defsig CommandLine: python -m utool.util_str --exec-func_defsig Example: >>> # ENABLE_DOCTEST >>> from utool.ut...
[ "def", "func_defsig", "(", "func", ",", "with_name", "=", "True", ")", ":", "import", "inspect", "argspec", "=", "inspect", ".", "getargspec", "(", "func", ")", "(", "args", ",", "varargs", ",", "varkw", ",", "defaults", ")", "=", "argspec", "defsig", ...
String of function definition signature Args: func (function): live python function Returns: str: defsig CommandLine: python -m utool.util_str --exec-func_defsig Example: >>> # ENABLE_DOCTEST >>> from utool.util_str import * # NOQA >>> func = func_str...
[ "String", "of", "function", "definition", "signature" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L781-L809
train
9,485
Erotemic/utool
utool/util_str.py
func_callsig
def func_callsig(func, with_name=True): """ String of function call signature Args: func (function): live python function Returns: str: callsig CommandLine: python -m utool.util_str --exec-func_callsig Example: >>> # ENABLE_DOCTEST >>> from utool.util_...
python
def func_callsig(func, with_name=True): """ String of function call signature Args: func (function): live python function Returns: str: callsig CommandLine: python -m utool.util_str --exec-func_callsig Example: >>> # ENABLE_DOCTEST >>> from utool.util_...
[ "def", "func_callsig", "(", "func", ",", "with_name", "=", "True", ")", ":", "import", "inspect", "argspec", "=", "inspect", ".", "getargspec", "(", "func", ")", "(", "args", ",", "varargs", ",", "varkw", ",", "defaults", ")", "=", "argspec", "callsig", ...
String of function call signature Args: func (function): live python function Returns: str: callsig CommandLine: python -m utool.util_str --exec-func_callsig Example: >>> # ENABLE_DOCTEST >>> from utool.util_str import * # NOQA >>> func = func_str ...
[ "String", "of", "function", "call", "signature" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L812-L840
train
9,486
Erotemic/utool
utool/util_str.py
numpy_str
def numpy_str(arr, strvals=False, precision=None, pr=None, force_dtype=False, with_dtype=None, suppress_small=None, max_line_width=None, threshold=None, **kwargs): """ suppress_small = False turns off scientific representation """ # strvals = kwargs.get('strvals...
python
def numpy_str(arr, strvals=False, precision=None, pr=None, force_dtype=False, with_dtype=None, suppress_small=None, max_line_width=None, threshold=None, **kwargs): """ suppress_small = False turns off scientific representation """ # strvals = kwargs.get('strvals...
[ "def", "numpy_str", "(", "arr", ",", "strvals", "=", "False", ",", "precision", "=", "None", ",", "pr", "=", "None", ",", "force_dtype", "=", "False", ",", "with_dtype", "=", "None", ",", "suppress_small", "=", "None", ",", "max_line_width", "=", "None",...
suppress_small = False turns off scientific representation
[ "suppress_small", "=", "False", "turns", "off", "scientific", "representation" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L1112-L1170
train
9,487
Erotemic/utool
utool/util_str.py
list_str_summarized
def list_str_summarized(list_, list_name, maxlen=5): """ prints the list members when the list is small and the length when it is large """ if len(list_) > maxlen: return 'len(%s)=%d' % (list_name, len(list_)) else: return '%s=%r' % (list_name, list_)
python
def list_str_summarized(list_, list_name, maxlen=5): """ prints the list members when the list is small and the length when it is large """ if len(list_) > maxlen: return 'len(%s)=%d' % (list_name, len(list_)) else: return '%s=%r' % (list_name, list_)
[ "def", "list_str_summarized", "(", "list_", ",", "list_name", ",", "maxlen", "=", "5", ")", ":", "if", "len", "(", "list_", ")", ">", "maxlen", ":", "return", "'len(%s)=%d'", "%", "(", "list_name", ",", "len", "(", "list_", ")", ")", "else", ":", "re...
prints the list members when the list is small and the length when it is large
[ "prints", "the", "list", "members", "when", "the", "list", "is", "small", "and", "the", "length", "when", "it", "is", "large" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L1251-L1259
train
9,488
Erotemic/utool
utool/util_str.py
_rectify_countdown_or_bool
def _rectify_countdown_or_bool(count_or_bool): """ used by recrusive functions to specify which level to turn a bool on in counting down yeilds True, True, ..., False conting up yeilds False, False, False, ... True Args: count_or_bool (bool or int): if positive will count down, if negative ...
python
def _rectify_countdown_or_bool(count_or_bool): """ used by recrusive functions to specify which level to turn a bool on in counting down yeilds True, True, ..., False conting up yeilds False, False, False, ... True Args: count_or_bool (bool or int): if positive will count down, if negative ...
[ "def", "_rectify_countdown_or_bool", "(", "count_or_bool", ")", ":", "if", "count_or_bool", "is", "True", "or", "count_or_bool", "is", "False", ":", "count_or_bool_", "=", "count_or_bool", "elif", "isinstance", "(", "count_or_bool", ",", "int", ")", ":", "if", "...
used by recrusive functions to specify which level to turn a bool on in counting down yeilds True, True, ..., False conting up yeilds False, False, False, ... True Args: count_or_bool (bool or int): if positive will count down, if negative will count up, if bool will remain same Re...
[ "used", "by", "recrusive", "functions", "to", "specify", "which", "level", "to", "turn", "a", "bool", "on", "in", "counting", "down", "yeilds", "True", "True", "...", "False", "conting", "up", "yeilds", "False", "False", "False", "...", "True" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L1266-L1310
train
9,489
Erotemic/utool
utool/util_str.py
repr2
def repr2(obj_, **kwargs): """ Attempt to replace repr more configurable pretty version that works the same in both 2 and 3 """ kwargs['nl'] = kwargs.pop('nl', kwargs.pop('newlines', False)) val_str = _make_valstr(**kwargs) return val_str(obj_)
python
def repr2(obj_, **kwargs): """ Attempt to replace repr more configurable pretty version that works the same in both 2 and 3 """ kwargs['nl'] = kwargs.pop('nl', kwargs.pop('newlines', False)) val_str = _make_valstr(**kwargs) return val_str(obj_)
[ "def", "repr2", "(", "obj_", ",", "*", "*", "kwargs", ")", ":", "kwargs", "[", "'nl'", "]", "=", "kwargs", ".", "pop", "(", "'nl'", ",", "kwargs", ".", "pop", "(", "'newlines'", ",", "False", ")", ")", "val_str", "=", "_make_valstr", "(", "*", "*...
Attempt to replace repr more configurable pretty version that works the same in both 2 and 3
[ "Attempt", "to", "replace", "repr", "more", "configurable", "pretty", "version", "that", "works", "the", "same", "in", "both", "2", "and", "3" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L1317-L1324
train
9,490
Erotemic/utool
utool/util_str.py
repr2_json
def repr2_json(obj_, **kwargs): """ hack for json reprs """ import utool as ut kwargs['trailing_sep'] = False json_str = ut.repr2(obj_, **kwargs) json_str = str(json_str.replace('\'', '"')) json_str = json_str.replace('(', '[') json_str = json_str.replace(')', ']') json_str = json_str.re...
python
def repr2_json(obj_, **kwargs): """ hack for json reprs """ import utool as ut kwargs['trailing_sep'] = False json_str = ut.repr2(obj_, **kwargs) json_str = str(json_str.replace('\'', '"')) json_str = json_str.replace('(', '[') json_str = json_str.replace(')', ']') json_str = json_str.re...
[ "def", "repr2_json", "(", "obj_", ",", "*", "*", "kwargs", ")", ":", "import", "utool", "as", "ut", "kwargs", "[", "'trailing_sep'", "]", "=", "False", "json_str", "=", "ut", ".", "repr2", "(", "obj_", ",", "*", "*", "kwargs", ")", "json_str", "=", ...
hack for json reprs
[ "hack", "for", "json", "reprs" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L1327-L1336
train
9,491
Erotemic/utool
utool/util_str.py
list_str
def list_str(list_, **listkw): r""" Makes a pretty list string Args: list_ (list): input list **listkw: nl, newlines, packed, truncate, nobr, nobraces, itemsep, trailing_sep, truncatekw, strvals, recursive, indent_, precision, use_numpy, with_dtype, force...
python
def list_str(list_, **listkw): r""" Makes a pretty list string Args: list_ (list): input list **listkw: nl, newlines, packed, truncate, nobr, nobraces, itemsep, trailing_sep, truncatekw, strvals, recursive, indent_, precision, use_numpy, with_dtype, force...
[ "def", "list_str", "(", "list_", ",", "*", "*", "listkw", ")", ":", "import", "utool", "as", "ut", "newlines", "=", "listkw", ".", "pop", "(", "'nl'", ",", "listkw", ".", "pop", "(", "'newlines'", ",", "1", ")", ")", "packed", "=", "listkw", ".", ...
r""" Makes a pretty list string Args: list_ (list): input list **listkw: nl, newlines, packed, truncate, nobr, nobraces, itemsep, trailing_sep, truncatekw, strvals, recursive, indent_, precision, use_numpy, with_dtype, force_dtype, stritems,...
[ "r", "Makes", "a", "pretty", "list", "string" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L1582-L1694
train
9,492
Erotemic/utool
utool/util_str.py
horiz_string
def horiz_string(*args, **kwargs): """ Horizontally concatenates strings reprs preserving indentation Concats a list of objects ensuring that the next item in the list is all the way to the right of any previous items. Args: *args: list of strings to concat **kwargs: precision, sep...
python
def horiz_string(*args, **kwargs): """ Horizontally concatenates strings reprs preserving indentation Concats a list of objects ensuring that the next item in the list is all the way to the right of any previous items. Args: *args: list of strings to concat **kwargs: precision, sep...
[ "def", "horiz_string", "(", "*", "args", ",", "*", "*", "kwargs", ")", ":", "import", "unicodedata", "precision", "=", "kwargs", ".", "get", "(", "'precision'", ",", "None", ")", "sep", "=", "kwargs", ".", "get", "(", "'sep'", ",", "''", ")", "if", ...
Horizontally concatenates strings reprs preserving indentation Concats a list of objects ensuring that the next item in the list is all the way to the right of any previous items. Args: *args: list of strings to concat **kwargs: precision, sep CommandLine: python -m utool.util...
[ "Horizontally", "concatenates", "strings", "reprs", "preserving", "indentation" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L1795-L1879
train
9,493
Erotemic/utool
utool/util_str.py
str_between
def str_between(str_, startstr, endstr): r""" gets substring between two sentianl strings Example: >>> # DISABLE_DOCTEST >>> from utool.util_str import * # NOQA >>> import utool as ut >>> str_ = '\n INSERT INTO vsone(\n' >>> startstr = 'INSERT' >>> en...
python
def str_between(str_, startstr, endstr): r""" gets substring between two sentianl strings Example: >>> # DISABLE_DOCTEST >>> from utool.util_str import * # NOQA >>> import utool as ut >>> str_ = '\n INSERT INTO vsone(\n' >>> startstr = 'INSERT' >>> en...
[ "def", "str_between", "(", "str_", ",", "startstr", ",", "endstr", ")", ":", "if", "startstr", "is", "None", ":", "startpos", "=", "0", "else", ":", "startpos", "=", "str_", ".", "find", "(", "startstr", ")", "+", "len", "(", "startstr", ")", "if", ...
r""" gets substring between two sentianl strings Example: >>> # DISABLE_DOCTEST >>> from utool.util_str import * # NOQA >>> import utool as ut >>> str_ = '\n INSERT INTO vsone(\n' >>> startstr = 'INSERT' >>> endstr = '(' >>> result = str_between(s...
[ "r", "gets", "substring", "between", "two", "sentianl", "strings" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L1885-L1910
train
9,494
Erotemic/utool
utool/util_str.py
get_callable_name
def get_callable_name(func): """ Works on must functionlike objects including str, which has no func_name Args: func (function): Returns: str: CommandLine: python -m utool.util_str --exec-get_callable_name Example: >>> # ENABLE_DOCTEST >>> from utool.util_...
python
def get_callable_name(func): """ Works on must functionlike objects including str, which has no func_name Args: func (function): Returns: str: CommandLine: python -m utool.util_str --exec-get_callable_name Example: >>> # ENABLE_DOCTEST >>> from utool.util_...
[ "def", "get_callable_name", "(", "func", ")", ":", "try", ":", "return", "meta_util_six", ".", "get_funcname", "(", "func", ")", "except", "AttributeError", ":", "if", "isinstance", "(", "func", ",", "type", ")", ":", "return", "repr", "(", "func", ")", ...
Works on must functionlike objects including str, which has no func_name Args: func (function): Returns: str: CommandLine: python -m utool.util_str --exec-get_callable_name Example: >>> # ENABLE_DOCTEST >>> from utool.util_str import * # NOQA >>> func...
[ "Works", "on", "must", "functionlike", "objects", "including", "str", "which", "has", "no", "func_name" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L1913-L1942
train
9,495
Erotemic/utool
utool/util_str.py
multi_replace
def multi_replace(str_, search_list, repl_list): r""" Performs multiple replace functions foreach item in search_list and repl_list. Args: str_ (str): string to search search_list (list): list of search strings repl_list (list or str): one or multiple replace strings Return...
python
def multi_replace(str_, search_list, repl_list): r""" Performs multiple replace functions foreach item in search_list and repl_list. Args: str_ (str): string to search search_list (list): list of search strings repl_list (list or str): one or multiple replace strings Return...
[ "def", "multi_replace", "(", "str_", ",", "search_list", ",", "repl_list", ")", ":", "if", "isinstance", "(", "repl_list", ",", "six", ".", "string_types", ")", ":", "repl_list_", "=", "[", "repl_list", "]", "*", "len", "(", "search_list", ")", "else", "...
r""" Performs multiple replace functions foreach item in search_list and repl_list. Args: str_ (str): string to search search_list (list): list of search strings repl_list (list or str): one or multiple replace strings Returns: str: str_ CommandLine: python...
[ "r", "Performs", "multiple", "replace", "functions", "foreach", "item", "in", "search_list", "and", "repl_list", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L2213-L2248
train
9,496
Erotemic/utool
utool/util_str.py
pluralize
def pluralize(wordtext, num=2, plural_suffix='s'): r""" Heuristically changes a word to its plural form if `num` is not 1 Args: wordtext (str): word in singular form num (int): a length of an associated list if applicable (default = 2) plural_suffix (str): heurstic plural form (defa...
python
def pluralize(wordtext, num=2, plural_suffix='s'): r""" Heuristically changes a word to its plural form if `num` is not 1 Args: wordtext (str): word in singular form num (int): a length of an associated list if applicable (default = 2) plural_suffix (str): heurstic plural form (defa...
[ "def", "pluralize", "(", "wordtext", ",", "num", "=", "2", ",", "plural_suffix", "=", "'s'", ")", ":", "if", "num", "==", "1", ":", "return", "wordtext", "else", ":", "if", "wordtext", ".", "endswith", "(", "'\\'s'", ")", ":", "return", "wordtext", "...
r""" Heuristically changes a word to its plural form if `num` is not 1 Args: wordtext (str): word in singular form num (int): a length of an associated list if applicable (default = 2) plural_suffix (str): heurstic plural form (default = 's') Returns: str: pluralized form. ...
[ "r", "Heuristically", "changes", "a", "word", "to", "its", "plural", "form", "if", "num", "is", "not", "1" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L2251-L2281
train
9,497
Erotemic/utool
utool/util_str.py
quantstr
def quantstr(typestr, num, plural_suffix='s'): r""" Heuristically generates an english phrase relating to the quantity of something. This is useful for writing user messages. Args: typestr (str): singular form of the word num (int): quanity of the type plural_suffix (str): heur...
python
def quantstr(typestr, num, plural_suffix='s'): r""" Heuristically generates an english phrase relating to the quantity of something. This is useful for writing user messages. Args: typestr (str): singular form of the word num (int): quanity of the type plural_suffix (str): heur...
[ "def", "quantstr", "(", "typestr", ",", "num", ",", "plural_suffix", "=", "'s'", ")", ":", "return", "six", ".", "text_type", "(", "num", ")", "+", "' '", "+", "pluralize", "(", "typestr", ",", "num", ",", "plural_suffix", ")" ]
r""" Heuristically generates an english phrase relating to the quantity of something. This is useful for writing user messages. Args: typestr (str): singular form of the word num (int): quanity of the type plural_suffix (str): heurstic plural form (default = 's') Returns: ...
[ "r", "Heuristically", "generates", "an", "english", "phrase", "relating", "to", "the", "quantity", "of", "something", ".", "This", "is", "useful", "for", "writing", "user", "messages", "." ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L2284-L2314
train
9,498
Erotemic/utool
utool/util_str.py
msgblock
def msgblock(key, text, side='|'): """ puts text inside a visual ascii block """ blocked_text = ''.join( [' + --- ', key, ' ---\n'] + [' ' + side + ' ' + line + '\n' for line in text.split('\n')] + [' L ___ ', key, ' ___\n'] ) return blocked_text
python
def msgblock(key, text, side='|'): """ puts text inside a visual ascii block """ blocked_text = ''.join( [' + --- ', key, ' ---\n'] + [' ' + side + ' ' + line + '\n' for line in text.split('\n')] + [' L ___ ', key, ' ___\n'] ) return blocked_text
[ "def", "msgblock", "(", "key", ",", "text", ",", "side", "=", "'|'", ")", ":", "blocked_text", "=", "''", ".", "join", "(", "[", "' + --- '", ",", "key", ",", "' ---\\n'", "]", "+", "[", "' '", "+", "side", "+", "' '", "+", "line", "+", "'\\n'", ...
puts text inside a visual ascii block
[ "puts", "text", "inside", "a", "visual", "ascii", "block" ]
3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_str.py#L2317-L2324
train
9,499