Python maybe_convert_numeric Exemples

Exemple #1

Fichier : parsers.py Projet : ralphbean/pandas

def _convert_types(values, na_values):
    try:
        values = lib.maybe_convert_numeric(values, na_values)
    except Exception:
        lib.sanitize_objects(values, na_values)

    if values.dtype == np.object_:
        return lib.maybe_convert_bool(values)
    return values

Exemple #2

Fichier : parsers.py Projet : bshanks/pandas

def _convert_types(values, na_values):
    try:
        values = lib.maybe_convert_numeric(values, na_values)
    except Exception:
        lib.sanitize_objects(values, na_values)

    if values.dtype == np.object_:
        return lib.maybe_convert_bool(values)
    return values

Exemple #3

Fichier : parsers.py Projet : ghosthamlet/pandas

def _convert_types(values, na_values):
    if issubclass(values.dtype.type, (np.number, np.bool_)):
        return values

    try:
        values = lib.maybe_convert_numeric(values, na_values)
    except Exception:
        lib.sanitize_objects(values, na_values)

    if values.dtype == np.object_:
        return lib.maybe_convert_bool(values)
    return values

Exemple #4

Fichier : parsers.py Projet : ghosthamlet/pandas

def _convert_types(values, na_values):
    if issubclass(values.dtype.type, (np.number, np.bool_)):
        return values

    try:
        values = lib.maybe_convert_numeric(values, na_values)
    except Exception:
        lib.sanitize_objects(values, na_values)

    if values.dtype == np.object_:
        return lib.maybe_convert_bool(values)
    return values

Exemple #5

Fichier : parsers.py Projet : c0ldlimit/pandas

def _convert_types(values, na_values):
    na_count = 0
    if issubclass(values.dtype.type, (np.number, np.bool_)):
        return values, na_count

    try:
        result = lib.maybe_convert_numeric(values, na_values)
    except Exception:
        na_count = lib.sanitize_objects(values, na_values)
        result = values

    if result.dtype == np.object_:
        result = lib.maybe_convert_bool(values)

    return result, na_count

Exemple #6

def _convert_types(values, na_values):
    na_count = 0
    if issubclass(values.dtype.type, (np.number, np.bool_)):
        return values, na_count

    try:
        result = lib.maybe_convert_numeric(values, na_values)
    except Exception:
        na_count = lib.sanitize_objects(values, na_values)
        result = values

    if result.dtype == np.object_:
        result = lib.maybe_convert_bool(values)

    return result, na_count

Exemple #7

Fichier : parsers.py Projet : lahi/pandas

def _convert_types(values, na_values):
    na_count = 0
    if issubclass(values.dtype.type, (np.number, np.bool_)):
        mask = lib.ismember(values, na_values)
        na_count = mask.sum()
        if na_count > 0:
            if com.is_integer_dtype(values):
                values = values.astype(np.float64)
            np.putmask(values, mask, np.nan)
        return values, na_count

    try:
        result = lib.maybe_convert_numeric(values, na_values)
    except Exception:
        na_count = lib.sanitize_objects(values, na_values)
        result = values

    if result.dtype == np.object_:
        result = lib.maybe_convert_bool(values)

    return result, na_count

Exemple #8

Fichier : parsers.py Projet : smc77/pandas

def _convert_types(values, na_values):
    na_count = 0
    if issubclass(values.dtype.type, (np.number, np.bool_)):
        mask = lib.ismember(values, na_values)
        na_count = mask.sum()
        if na_count > 0:
            if com.is_integer_dtype(values):
                values = values.astype(np.float64)
            np.putmask(values, mask, np.nan)
        return values, na_count

    try:
        result = lib.maybe_convert_numeric(values, na_values)
    except Exception:
        na_count = lib.sanitize_objects(values, na_values)
        result = values

    if result.dtype == np.object_:
        result = lib.maybe_convert_bool(values)

    return result, na_count