/* Generated by Cython 0.17.2 on Mon Jul  7 20:26:48 2014 */

#define PY_SSIZE_T_CLEAN
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  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
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  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
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#if PY_MAJOR_VERSION >= 3
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  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   PyInt_AsLong
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  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   PyInt_AsSsize_t
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  #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value)
  #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b)
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  #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0)))
  #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1)))
  #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1)))
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#if PY_MAJOR_VERSION >= 3
  #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
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#if PY_VERSION_HEX < 0x02050000
  #define __Pyx_GetAttrString(o,n)   PyObject_GetAttrString((o),((char *)(n)))
  #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a))
  #define __Pyx_DelAttrString(o,n)   PyObject_DelAttrString((o),((char *)(n)))
#else
  #define __Pyx_GetAttrString(o,n)   PyObject_GetAttrString((o),(n))
  #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a))
  #define __Pyx_DelAttrString(o,n)   PyObject_DelAttrString((o),(n))
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#if PY_VERSION_HEX < 0x02050000
  #define __Pyx_NAMESTR(n) ((char *)(n))
  #define __Pyx_DOCSTR(n)  ((char *)(n))
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  #define __Pyx_NAMESTR(n) (n)
  #define __Pyx_DOCSTR(n)  (n)
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#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
#else
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
#endif

#ifndef __PYX_EXTERN_C
  #ifdef __cplusplus
    #define __PYX_EXTERN_C extern "C"
  #else
    #define __PYX_EXTERN_C extern
  #endif
#endif

#if defined(WIN32) || defined(MS_WINDOWS)
#define _USE_MATH_DEFINES
#endif
#include <math.h>
#define __PYX_HAVE__pandas__parser
#define __PYX_HAVE_API__pandas__parser
#include "stdio.h"
#include "stdlib.h"
#include "string.h"
#include "pythread.h"
#include "numpy/arrayobject.h"
#include "numpy/ufuncobject.h"
#include "numpy_helper.h"
#include "khash_python.h"
#include "headers/stdint.h"
#include "headers/portable.h"
#include "parser/tokenizer.h"
#include "parser/io.h"
#ifdef _OPENMP
#include <omp.h>
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#ifdef PYREX_WITHOUT_ASSERTIONS
#define CYTHON_WITHOUT_ASSERTIONS
#endif


/* inline attribute */
#ifndef CYTHON_INLINE
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    #define CYTHON_INLINE __inline__
  #elif defined(_MSC_VER)
    #define CYTHON_INLINE __inline
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    #define CYTHON_INLINE inline
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    #define CYTHON_INLINE
  #endif
#endif

/* unused attribute */
#ifndef CYTHON_UNUSED
# if defined(__GNUC__)
#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
#     define CYTHON_UNUSED __attribute__ ((__unused__))
#   else
#     define CYTHON_UNUSED
#   endif
# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
#   define CYTHON_UNUSED __attribute__ ((__unused__))
# else
#   define CYTHON_UNUSED
# endif
#endif

typedef struct {PyObject **p; char *s; const long n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/


/* Type Conversion Predeclarations */

#define __Pyx_PyBytes_FromUString(s) PyBytes_FromString((char*)s)
#define __Pyx_PyBytes_AsUString(s)   ((unsigned char*) PyBytes_AsString(s))

#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None)
#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False))
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x);

static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*);

#if CYTHON_COMPILING_IN_CPYTHON
#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
#else
#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#endif
#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))

#ifdef __GNUC__
  /* Test for GCC > 2.95 */
  #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))
    #define likely(x)   __builtin_expect(!!(x), 1)
    #define unlikely(x) __builtin_expect(!!(x), 0)
  #else /* __GNUC__ > 2 ... */
    #define likely(x)   (x)
    #define unlikely(x) (x)
  #endif /* __GNUC__ > 2 ... */
#else /* __GNUC__ */
  #define likely(x)   (x)
  #define unlikely(x) (x)
#endif /* __GNUC__ */
    
static PyObject *__pyx_m;
static PyObject *__pyx_b;
static PyObject *__pyx_empty_tuple;
static PyObject *__pyx_empty_bytes;
static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * __pyx_cfilenm= __FILE__;
static const char *__pyx_filename;

#if !defined(CYTHON_CCOMPLEX)
  #if defined(__cplusplus)
    #define CYTHON_CCOMPLEX 1
  #elif defined(_Complex_I)
    #define CYTHON_CCOMPLEX 1
  #else
    #define CYTHON_CCOMPLEX 0
  #endif
#endif
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    #include <complex>
  #else
    #include <complex.h>
  #endif
#endif
#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
  #undef _Complex_I
  #define _Complex_I 1.0fj
#endif


static const char *__pyx_f[] = {
  "parser.pyx",
  "util.pxd",
  "numpy.pxd",
  "type.pxd",
  "bool.pxd",
  "complex.pxd",
};
#define IS_UNSIGNED(type) (((type) -1) > 0)
struct __Pyx_StructField_;
#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
typedef struct {
  const char* name; /* for error messages only */
  struct __Pyx_StructField_* fields;
  size_t size;     /* sizeof(type) */
  size_t arraysize[8]; /* length of array in each dimension */
  int ndim;
  char typegroup; /* _R_eal, _C_omplex, Signed _I_nt, _U_nsigned int, _S_truct, _P_ointer, _O_bject, c_H_ar */
  char is_unsigned;
  int flags;
} __Pyx_TypeInfo;
typedef struct __Pyx_StructField_ {
  __Pyx_TypeInfo* type;
  const char* name;
  size_t offset;
} __Pyx_StructField;
typedef struct {
  __Pyx_StructField* field;
  size_t parent_offset;
} __Pyx_BufFmt_StackElem;
typedef struct {
  __Pyx_StructField root;
  __Pyx_BufFmt_StackElem* head;
  size_t fmt_offset;
  size_t new_count, enc_count;
  size_t struct_alignment;
  int is_complex;
  char enc_type;
  char new_packmode;
  char enc_packmode;
  char is_valid_array;
} __Pyx_BufFmt_Context;


/* "numpy.pxd":726
 * # in Cython to enable them only on the right systems.
 * 
 * ctypedef npy_int8       int8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 */
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "numpy.pxd":727
 * 
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t
 */
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "numpy.pxd":728
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int64      int64_t
 * #ctypedef npy_int96      int96_t
 */
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "numpy.pxd":729
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_int96      int96_t
 * #ctypedef npy_int128     int128_t
 */
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "numpy.pxd":733
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 */
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "numpy.pxd":734
 * 
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t
 */
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "numpy.pxd":735
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint64     uint64_t
 * #ctypedef npy_uint96     uint96_t
 */
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "numpy.pxd":736
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_uint96     uint96_t
 * #ctypedef npy_uint128    uint128_t
 */
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

/* "numpy.pxd":740
 * #ctypedef npy_uint128    uint128_t
 * 
 * ctypedef npy_float16    float16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t
 */
typedef npy_float16 __pyx_t_5numpy_float16_t;

/* "numpy.pxd":741
 * 
 * ctypedef npy_float16    float16_t
 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float64    float64_t
 * #ctypedef npy_float80    float80_t
 */
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "numpy.pxd":742
 * ctypedef npy_float16    float16_t
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_float80    float80_t
 * #ctypedef npy_float128   float128_t
 */
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "numpy.pxd":751
 * # The int types are mapped a bit surprising --
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t
 */
typedef npy_long __pyx_t_5numpy_int_t;

/* "numpy.pxd":752
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   longlong_t
 * 
 */
typedef npy_longlong __pyx_t_5numpy_long_t;

/* "numpy.pxd":753
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_ulong      uint_t
 */
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "numpy.pxd":755
 * ctypedef npy_longlong   longlong_t
 * 
 * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t
 */
typedef npy_ulong __pyx_t_5numpy_uint_t;

/* "numpy.pxd":756
 * 
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 */
typedef npy_ulonglong __pyx_t_5numpy_ulong_t;

/* "numpy.pxd":757
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
 */
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "numpy.pxd":759
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
 */
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "numpy.pxd":760
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
 */
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "numpy.pxd":762
 * ctypedef npy_uintp      uintp_t
 * 
 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t
 */
typedef npy_double __pyx_t_5numpy_float_t;

/* "numpy.pxd":763
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
 */
typedef npy_double __pyx_t_5numpy_double_t;

/* "numpy.pxd":764
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cfloat      cfloat_t
 */
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< float > __pyx_t_float_complex;
  #else
    typedef float _Complex __pyx_t_float_complex;
  #endif
#else
    typedef struct { float real, imag; } __pyx_t_float_complex;
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#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< double > __pyx_t_double_complex;
  #else
    typedef double _Complex __pyx_t_double_complex;
  #endif
#else
    typedef struct { double real, imag; } __pyx_t_double_complex;
#endif


/*--- Type declarations ---*/
struct __pyx_obj_6pandas_6parser_TextReader;

/* "numpy.pxd":766
 * ctypedef npy_longdouble longdouble_t
 * 
 * ctypedef npy_cfloat      cfloat_t             # <<<<<<<<<<<<<<
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t
 */
typedef npy_cfloat __pyx_t_5numpy_cfloat_t;

/* "numpy.pxd":767
 * 
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
 * ctypedef npy_clongdouble clongdouble_t
 * 
 */
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "numpy.pxd":768
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cdouble     complex_t
 */
typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;

/* "numpy.pxd":770
 * ctypedef npy_clongdouble clongdouble_t
 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 */
typedef npy_cdouble __pyx_t_5numpy_complex_t;

/* "pandas/parser.pyx":232
 * 
 * 
 * cdef class TextReader:             # <<<<<<<<<<<<<<
 *     '''
 * 
 */
struct __pyx_obj_6pandas_6parser_TextReader {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_6parser_TextReader *__pyx_vtab;
  parser_t *parser;
  PyObject *file_handle;
  PyObject *na_fvalues;
  int na_filter;
  int verbose;
  int has_usecols;
  int has_mi_columns;
  int parser_start;
  PyObject *clocks;
  char *c_encoding;
  int leading_cols;
  int table_width;
  int skip_footer;
  int buffer_lines;
  PyObject *allow_leading_cols;
  PyObject *delimiter;
  PyObject *converters;
  PyObject *delim_whitespace;
  PyObject *na_values;
  PyObject *true_values;
  PyObject *false_values;
  PyObject *memory_map;
  PyObject *as_recarray;
  PyObject *header;
  PyObject *orig_header;
  PyObject *names;
  PyObject *header_start;
  PyObject *header_end;
  PyObject *index_col;
  PyObject *low_memory;
  PyObject *skiprows;
  PyObject *compact_ints;
  PyObject *use_unsigned;
  PyObject *dtype;
  PyObject *encoding;
  PyObject *compression;
  PyObject *mangle_dupe_cols;
  PyObject *tupleize_cols;
  PyObject *noconvert;
  PyObject *usecols;
};



struct __pyx_vtabstruct_6pandas_6parser_TextReader {
  PyObject *(*_make_skiprow_set)(struct __pyx_obj_6pandas_6parser_TextReader *);
  PyObject *(*_setup_parser_source)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *);
  PyObject *(*_get_header)(struct __pyx_obj_6pandas_6parser_TextReader *);
  PyObject *(*_implicit_index_count)(struct __pyx_obj_6pandas_6parser_TextReader *);
  PyObject *(*_read_low_memory)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *);
  PyObject *(*_tokenize_rows)(struct __pyx_obj_6pandas_6parser_TextReader *, size_t);
  PyObject *(*_read_rows)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *, int);
  PyObject *(*_start_clock)(struct __pyx_obj_6pandas_6parser_TextReader *);
  PyObject *(*_end_clock)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *);
  PyObject *(*_convert_tokens)(struct __pyx_obj_6pandas_6parser_TextReader *, Py_ssize_t, int, int, PyObject *, int, kh_str_t *, PyObject *);
  PyObject *(*_convert_with_dtype)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *, Py_ssize_t, int, int, int, int, kh_str_t *, PyObject *);
  PyObject *(*_string_convert)(struct __pyx_obj_6pandas_6parser_TextReader *, Py_ssize_t, int, int, int, kh_str_t *);
  PyObject *(*_get_na_list)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *, PyObject *);
  PyObject *(*_free_na_set)(struct __pyx_obj_6pandas_6parser_TextReader *, kh_str_t *);
  PyObject *(*_get_column_name)(struct __pyx_obj_6pandas_6parser_TextReader *, Py_ssize_t, Py_ssize_t);
};
static struct __pyx_vtabstruct_6pandas_6parser_TextReader *__pyx_vtabptr_6pandas_6parser_TextReader;
static CYTHON_INLINE PyObject *__pyx_f_6pandas_6parser_10TextReader__convert_tokens(struct __pyx_obj_6pandas_6parser_TextReader *, Py_ssize_t, int, int, PyObject *, int, kh_str_t *, PyObject *);
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#define __Pyx_CLEAR(r)    do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
#define __Pyx_XCLEAR(r)   do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)

static PyObject *__Pyx_GetName(PyObject *dict, PyObject *name); /*proto*/

static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/

static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \
    PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \
    const char* function_name); /*proto*/

static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
    Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/

static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/
static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/

static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/

#if PY_VERSION_HEX < 0x02050000
#ifndef PyAnySet_CheckExact
#define PyAnySet_CheckExact(ob) \
    ((ob)->ob_type == &PySet_Type || \
     (ob)->ob_type == &PyFrozenSet_Type)
#define PySet_New(iterable) \
    PyObject_CallFunctionObjArgs((PyObject *)&PySet_Type, (iterable), NULL)
#define Pyx_PyFrozenSet_New(iterable) \
    PyObject_CallFunctionObjArgs((PyObject *)&PyFrozenSet_Type, (iterable), NULL)
#define PySet_Size(anyset) \
    PyObject_Size((anyset))
#define PySet_Contains(anyset, key) \
    PySequence_Contains((anyset), (key))
#define PySet_Pop(set) \
    PyObject_CallMethod(set, (char *)"pop", NULL)
static CYTHON_INLINE int PySet_Clear(PyObject *set) {
    PyObject *ret = PyObject_CallMethod(set, (char *)"clear", NULL);
    if (!ret) return -1;
    Py_DECREF(ret); return 0;
}
static CYTHON_INLINE int PySet_Discard(PyObject *set, PyObject *key) {
    PyObject *ret = PyObject_CallMethod(set, (char *)"discard", (char *)"O", key);
    if (!ret) return -1;
    Py_DECREF(ret); return 0;
}
static CYTHON_INLINE int PySet_Add(PyObject *set, PyObject *key) {
    PyObject *ret = PyObject_CallMethod(set, (char *)"add", (char *)"O", key);
    if (!ret) return -1;
    Py_DECREF(ret); return 0;
}
#endif /* PyAnySet_CheckExact (<= Py2.4) */
#endif /* < Py2.5  */

static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) {
    if (likely(PyList_CheckExact(L))) {
        if (unlikely(PyList_Append(L, x) < 0)) return NULL;
        Py_INCREF(Py_None);
        return Py_None; /* this is just to have an accurate signature */
    } else {
        PyObject *r, *m;
        m = __Pyx_GetAttrString(L, "append");
        if (!m) return NULL;
        r = PyObject_CallFunctionObjArgs(m, x, NULL);
        Py_DECREF(m);
        return r;
    }
}

static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
    PyObject *r;
    if (!j) return NULL;
    r = PyObject_GetItem(o, j);
    Py_DECREF(j);
    return r;
}
#define __Pyx_GetItemInt_List(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \
                                                    __Pyx_GetItemInt_List_Fast(o, i) : \
                                                    __Pyx_GetItemInt_Generic(o, to_py_func(i)))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (likely((0 <= i) & (i < PyList_GET_SIZE(o)))) {
        PyObject *r = PyList_GET_ITEM(o, i);
        Py_INCREF(r);
        return r;
    }
    else if ((-PyList_GET_SIZE(o) <= i) & (i < 0)) {
        PyObject *r = PyList_GET_ITEM(o, PyList_GET_SIZE(o) + i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
#define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \
                                                    __Pyx_GetItemInt_Tuple_Fast(o, i) : \
                                                    __Pyx_GetItemInt_Generic(o, to_py_func(i)))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) {
        PyObject *r = PyTuple_GET_ITEM(o, i);
        Py_INCREF(r);
        return r;
    }
    else if ((-PyTuple_GET_SIZE(o) <= i) & (i < 0)) {
        PyObject *r = PyTuple_GET_ITEM(o, PyTuple_GET_SIZE(o) + i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
#define __Pyx_GetItemInt(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \
                                                    __Pyx_GetItemInt_Fast(o, i) : \
                                                    __Pyx_GetItemInt_Generic(o, to_py_func(i)))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (PyList_CheckExact(o)) {
        Py_ssize_t n = (likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if (likely((n >= 0) & (n < PyList_GET_SIZE(o)))) {
            PyObject *r = PyList_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    }
    else if (PyTuple_CheckExact(o)) {
        Py_ssize_t n = (likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
        if (likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) {
            PyObject *r = PyTuple_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    } else {  /* inlined PySequence_GetItem() */
        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
        if (likely(m && m->sq_item)) {
            if (unlikely(i < 0) && likely(m->sq_length)) {
                Py_ssize_t l = m->sq_length(o);
                if (unlikely(l < 0)) return NULL;
                i += l;
            }
            return m->sq_item(o, i);
        }
    }
#else
    if (PySequence_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
}

static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);

static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);

static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/

static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/

static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */

#define UNARY_NEG_WOULD_OVERFLOW(x)            (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x)))

static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len)) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        Py_SIZE(list) = len+1;
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
#endif

static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value) {
    PyObject* value;
#if PY_MAJOR_VERSION >= 3
    value = PyDict_GetItemWithError(d, key);
    if (unlikely(!value)) {
        if (unlikely(PyErr_Occurred()))
            return NULL;
        value = default_value;
    }
    Py_INCREF(value);
#else
    if (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key)) {
        value = PyDict_GetItem(d, key);
        if (unlikely(!value)) {
            value = default_value;
        }
        Py_INCREF(value);
    } else {
        PyObject *m;
        m = __Pyx_GetAttrString(d, "get");
        if (!m) return NULL;
        value = PyObject_CallFunctionObjArgs(m, key,
                                             (default_value == Py_None) ? NULL : default_value, NULL);
        Py_DECREF(m);
    }
#endif
    return value;
}

static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/

static PyObject* __Pyx_PyObject_PopIndex(PyObject* L, Py_ssize_t ix) {
    PyObject *r, *m, *t, *py_ix;
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000
    if (likely(PyList_CheckExact(L))) {
        Py_ssize_t size = PyList_GET_SIZE(L);
        if (likely(size > (((PyListObject*)L)->allocated >> 1))) {
            if (ix < 0) {
                ix += size;
            }
            if (likely(0 <= ix && ix < size)) {
                PyObject* v = PyList_GET_ITEM(L, ix);
                Py_SIZE(L) -= 1;
                size -= 1;
                memmove(&PyList_GET_ITEM(L, ix), &PyList_GET_ITEM(L, ix+1), (size-ix)*sizeof(PyObject*));
                return v;
            }
        }
    }
#endif
    py_ix = t = NULL;
    m = __Pyx_GetAttrString(L, "pop");
    if (!m) goto bad;
    py_ix = PyInt_FromSsize_t(ix);
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    t = PyTuple_New(1);
    if (!t) goto bad;
    PyTuple_SET_ITEM(t, 0, py_ix);
    py_ix = NULL;
    r = PyObject_CallObject(m, t);
    Py_DECREF(m);
    Py_DECREF(t);
    return r;
bad:
    Py_XDECREF(m);
    Py_XDECREF(t);
    Py_XDECREF(py_ix);
    return NULL;
}

static CYTHON_INLINE int __Pyx_PySequence_Contains(PyObject* item, PyObject* seq, int eq) {
    int result = PySequence_Contains(seq, item);
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

#define __Pyx_SetItemInt(o, i, v, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \
                                                    __Pyx_SetItemInt_Fast(o, i, v) : \
                                                    __Pyx_SetItemInt_Generic(o, to_py_func(i), v))
static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) {
    int r;
    if (!j) return -1;
    r = PyObject_SetItem(o, j, v);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v) {
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    if (PyList_CheckExact(o)) {
        Py_ssize_t n = (likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if (likely((n >= 0) & (n < PyList_GET_SIZE(o)))) {
            PyObject* old = PyList_GET_ITEM(o, n);
            Py_INCREF(v);
            PyList_SET_ITEM(o, n, v);
            Py_DECREF(old);
            return 1;
        }
    } else {  /* inlined PySequence_SetItem() */
        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
        if (likely(m && m->sq_ass_item)) {
            if (unlikely(i < 0) && likely(m->sq_length)) {
                Py_ssize_t l = m->sq_length(o);
                if (unlikely(l < 0)) return -1;
                i += l;
            }
            return m->sq_ass_item(o, i, v);
        }
    }
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#if CYTHON_COMPILING_IN_PYPY
    if (PySequence_Check(o) && !PyDict_Check(o)) {
#else
    if (PySequence_Check(o)) {
#endif
        return PySequence_SetItem(o, i, v);
    }
#endif
    return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v);
}

static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);

static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
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static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/

static CYTHON_INLINE int  __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
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static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);

static void __Pyx_RaiseBufferFallbackError(void); /*proto*/

static void __Pyx_RaiseBufferIndexError(int axis); /*proto*/

#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0)
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/* Module declarations from 'libc.stdio' */

/* Module declarations from 'libc.stdlib' */

/* Module declarations from 'libc.string' */

/* Module declarations from 'cpython.version' */

/* Module declarations from 'cpython.ref' */

/* Module declarations from 'cpython.exc' */

/* Module declarations from 'cpython.module' */

/* Module declarations from 'cpython.mem' */

/* Module declarations from 'cpython.tuple' */

/* Module declarations from 'cpython.list' */

/* Module declarations from 'cpython.object' */

/* Module declarations from 'cpython.sequence' */

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/* Module declarations from 'cpython.complex' */
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/* Module declarations from 'cpython.string' */

/* Module declarations from 'cpython.unicode' */

/* Module declarations from 'cpython.dict' */

/* Module declarations from 'cpython.instance' */

/* Module declarations from 'cpython.function' */

/* Module declarations from 'cpython.method' */

/* Module declarations from 'cpython.weakref' */

/* Module declarations from 'cpython.getargs' */

/* Module declarations from 'cpython.pythread' */

/* Module declarations from 'cpython.pystate' */

/* Module declarations from 'cpython.cobject' */

/* Module declarations from 'cpython.oldbuffer' */

/* Module declarations from 'cpython.set' */

/* Module declarations from 'cpython.buffer' */

/* Module declarations from 'cpython.bytes' */

/* Module declarations from 'cpython.pycapsule' */

/* Module declarations from 'cpython' */

/* Module declarations from 'numpy' */

/* Module declarations from 'numpy' */
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static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0;
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/* Module declarations from 'util' */

/* Module declarations from 'khash' */

/* Module declarations from 'pandas.parser' */
static PyTypeObject *__pyx_ptype_6pandas_6parser_TextReader = 0;
static int __pyx_v_6pandas_6parser_PY3;
static double __pyx_v_6pandas_6parser_INF;
static double __pyx_v_6pandas_6parser_NEGINF;
static PyObject *__pyx_v_6pandas_6parser__true_values = 0;
static PyObject *__pyx_v_6pandas_6parser__false_values = 0;
static char *__pyx_v_6pandas_6parser_cinf;
static char *__pyx_v_6pandas_6parser_cneginf;
static PyObject *__pyx_v_6pandas_6parser_dtype_cast_order = 0;
static PyObject *__pyx_f_6pandas_6parser_asbytes(PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__string_box_factorize(parser_t *, int, int, int, int, kh_str_t *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__string_box_utf8(parser_t *, int, int, int, int, kh_str_t *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__string_box_decode(parser_t *, int, int, int, int, kh_str_t *, char *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__to_fw_string(parser_t *, int, int, int, size_t); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__try_double(parser_t *, int, int, int, int, kh_str_t *, PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__try_int64(parser_t *, int, int, int, int, kh_str_t *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__try_bool(parser_t *, int, int, int, int, kh_str_t *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__try_bool_flex(parser_t *, int, int, int, int, kh_str_t *, kh_str_t *, kh_str_t *); /*proto*/
static kh_str_t *__pyx_f_6pandas_6parser_kset_from_list(PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser_raise_parser_error(PyObject *, parser_t *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__apply_converter(PyObject *, parser_t *, int, int, int, char *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__fill_structured_column(char *, char *, int, int, int, int); /*proto*/
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#define __Pyx_MODULE_NAME "pandas.parser"
int __pyx_module_is_main_pandas__parser = 0;

/* Implementation of 'pandas.parser' */
static PyObject *__pyx_builtin_NameError;
static PyObject *__pyx_builtin_Exception;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_ord;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_IOError;
static PyObject *__pyx_builtin_enumerate;
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static PyObject *__pyx_builtin_NotImplementedError;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_object;
static PyObject *__pyx_builtin_IndexError;
static PyObject *__pyx_builtin_RuntimeError;
static int __pyx_pf_6pandas_6parser_10TextReader___cinit__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_source, PyObject *__pyx_v_delimiter, PyObject *__pyx_v_header, CYTHON_UNUSED PyObject *__pyx_v_header_start, CYTHON_UNUSED PyObject *__pyx_v_header_end, PyObject *__pyx_v_index_col, PyObject *__pyx_v_names, PyObject *__pyx_v_memory_map, PyObject *__pyx_v_tokenize_chunksize, PyObject *__pyx_v_delim_whitespace, PyObject *__pyx_v_compression, PyObject *__pyx_v_converters, PyObject *__pyx_v_as_recarray, PyObject *__pyx_v_skipinitialspace, PyObject *__pyx_v_escapechar, PyObject *__pyx_v_doublequote, PyObject *__pyx_v_quotechar, PyObject *__pyx_v_quoting, PyObject *__pyx_v_lineterminator, PyObject *__pyx_v_encoding, PyObject *__pyx_v_comment, PyObject *__pyx_v_decimal, PyObject *__pyx_v_thousands, PyObject *__pyx_v_dtype, PyObject *__pyx_v_usecols, PyObject *__pyx_v_error_bad_lines, PyObject *__pyx_v_warn_bad_lines, PyObject *__pyx_v_na_filter, PyObject *__pyx_v_na_values, PyObject *__pyx_v_na_fvalues, PyObject *__pyx_v_true_values, PyObject *__pyx_v_false_values, PyObject *__pyx_v_compact_ints, PyObject *__pyx_v_allow_leading_cols, PyObject *__pyx_v_use_unsigned, PyObject *__pyx_v_low_memory, CYTHON_UNUSED PyObject *__pyx_v_buffer_lines, PyObject *__pyx_v_skiprows, PyObject *__pyx_v_skip_footer, PyObject *__pyx_v_verbose, PyObject *__pyx_v_mangle_dupe_cols, PyObject *__pyx_v_tupleize_cols); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_2__init__(CYTHON_UNUSED struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_args, CYTHON_UNUSED PyObject *__pyx_v_kwards); /* proto */
static void __pyx_pf_6pandas_6parser_10TextReader_4__dealloc__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_6set_error_bad_lines(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, int __pyx_v_status); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_8read(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_rows); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_10debug_print(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12set_noconvert(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_14remove_noconvert(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_16_convert_column_data(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_rows, PyObject *__pyx_v_upcast_na, CYTHON_UNUSED PyObject *__pyx_v_footer); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_18_get_converter(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12leading_cols___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12leading_cols_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11table_width___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11table_width_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11skip_footer___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11skip_footer_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12buffer_lines___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12buffer_lines_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_18allow_leading_cols___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_18allow_leading_cols_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_18allow_leading_cols_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_9delimiter___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9delimiter_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9delimiter_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_10converters___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10converters_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10converters_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_16delim_whitespace___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_16delim_whitespace_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_16delim_whitespace_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_9na_values___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9na_values_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9na_values_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11true_values___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11true_values_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11true_values_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12false_values___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12false_values_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12false_values_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_10memory_map___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10memory_map_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10memory_map_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11as_recarray___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11as_recarray_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11as_recarray_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_6header___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_6header_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_6header_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11orig_header___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11orig_header_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11orig_header_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_5names___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_5names_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_5names_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12header_start___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12header_start_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12header_start_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_10header_end___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10header_end_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10header_end_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_9index_col___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9index_col_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9index_col_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_10low_memory___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10low_memory_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10low_memory_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_8skiprows___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_8skiprows_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_8skiprows_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12compact_ints___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12compact_ints_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12compact_ints_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12use_unsigned___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12use_unsigned_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12use_unsigned_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_5dtype___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_5dtype_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_5dtype_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_8encoding___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_8encoding_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_8encoding_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11compression___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11compression_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11compression_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_16mangle_dupe_cols___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_16mangle_dupe_cols_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_16mangle_dupe_cols_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_13tupleize_cols___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_13tupleize_cols_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_13tupleize_cols_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_9noconvert___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9noconvert_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9noconvert_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_7usecols___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_7usecols_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_7usecols_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser__ensure_encoded(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lst); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_2_is_file_like(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_4_maybe_upcast(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_6downcast_int64(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, int __pyx_v_use_unsigned); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_8_concatenate_chunks(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_chunks); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10_compute_na_values(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_12_to_structured_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_columns, PyObject *__pyx_v_names); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_14_maybe_encode(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_values); /* proto */
static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */
static char __pyx_k_1[] = ",";
static char __pyx_k_8[] = "\"";
static char __pyx_k_9[] = ".";
static char __pyx_k_20[] = "only length-1 separators excluded right now";
static char __pyx_k_22[] = "Only length-1 line terminators supported";
static char __pyx_k_24[] = "Only length-1 decimal markers supported";
static char __pyx_k_26[] = "Only length-1 thousands markers supported";
static char __pyx_k_28[] = "Only length-1 escapes  supported";
static char __pyx_k_30[] = "Only length-1 comment characters supported";
static char __pyx_k_32[] = "utf-8";
static char __pyx_k_34[] = "No columns to parse from file";
static char __pyx_k_36[] = "Python cannot read bz2 from open file handle";
static char __pyx_k_38[] = "Unrecognized compression type: %s";
static char __pyx_k_39[] = "getfilesystemencoding";
static char __pyx_k_40[] = "File %s does not exist";
static char __pyx_k_41[] = "Initializing from file failed";
static char __pyx_k_43[] = "Initializing parser from file-like object failed";
static char __pyx_k_45[] = "Expected file path name or file-like object, got %s type";
static char __pyx_k_46[] = "[%s], len of %d,";
static char __pyx_k_47[] = "Passed header=%s but only %d lines in file";
static char __pyx_k_48[] = "";
static char __pyx_k_49[] = "Unnamed: %d_level_%d";
static char __pyx_k_50[] = "Unnamed: %d";
static char __pyx_k_51[] = "%s.%d";
static char __pyx_k_52[] = "Passed header names mismatches usecols";
static char __pyx_k_54[] = "_to_structured_array";
static char __pyx_k_55[] = "Conversion to structured array";
static char __pyx_k_56[] = "Error tokenizing data";
static char __pyx_k_57[] = "skip_footer can only be used to read the whole file";
static char __pyx_k_59[] = "_convert_column_data";
static char __pyx_k_60[] = "Type conversion";
static char __pyx_k_61[] = "Parser memory cleanup";
static char __pyx_k_62[] = "%s took: %.2f ms";
static char __pyx_k_64[] = "Too many columns specified: expected %s and found %s";
static char __pyx_k_65[] = "Unable to parse column %d";
static char __pyx_k_66[] = "|O8";
static char __pyx_k_67[] = "Integer column has NA values";
static char __pyx_k_69[] = "the dtype %s is not supported for parsing";
static char __pyx_k_70[] = "the dtype %s is not supported for parsing, pass this column using parse_dates instead";
static char __pyx_k_72[] = "Cannot handle open unicode files (yet)";
static char __pyx_k_74[] = "|S%d";
static char __pyx_k_83[] = "Must be all encoded bytes";
static char __pyx_k_85[] = "%s. C error: ";
static char __pyx_k_86[] = "no error message set";
static char __pyx_k_87[] = " ";
static char __pyx_k_88[] = "Columns (%s) have mixed types.";
static char __pyx_k_89[] = "Specify dtype option on import or set low_memory=False.";
static char __pyx_k_90[] = "maybe_convert_objects";
static char __pyx_k_91[] = "%d";
static char __pyx_k_93[] = "index out of bounds";
static char __pyx_k_96[] = "ndarray is not C contiguous";
static char __pyx_k_98[] = "ndarray is not Fortran contiguous";
static char __pyx_k__B[] = "B";
static char __pyx_k__H[] = "H";
static char __pyx_k__I[] = "I";
static char __pyx_k__L[] = "L";
static char __pyx_k__M[] = "M";
static char __pyx_k__O[] = "O";
static char __pyx_k__Q[] = "Q";
static char __pyx_k__S[] = "S";
static char __pyx_k__U[] = "U";
static char __pyx_k__a[] = "a";
static char __pyx_k__b[] = "b";
static char __pyx_k__c[] = "c";
static char __pyx_k__d[] = "d";
static char __pyx_k__f[] = "f";
static char __pyx_k__g[] = "g";
static char __pyx_k__h[] = "h";
static char __pyx_k__i[] = "i";
static char __pyx_k__k[] = "k";
static char __pyx_k__l[] = "l";
static char __pyx_k__n[] = "n";
static char __pyx_k__q[] = "q";
static char __pyx_k__u[] = "u";
static char __pyx_k__x[] = "x";
static char __pyx_k_100[] = "Non-native byte order not supported";
static char __pyx_k_102[] = "unknown dtype code in numpy.pxd (%d)";
static char __pyx_k_103[] = "Format string allocated too short, see comment in numpy.pxd";
static char __pyx_k_106[] = "Format string allocated too short.";
static char __pyx_k_108[] = "io.common";
static char __pyx_k_109[] = "pandas.lib";
static char __pyx_k_110[] = "*";
static char __pyx_k_111[] = "-1.#IND";
static char __pyx_k_112[] = "1.#QNAN";
static char __pyx_k_113[] = "1.#IND";
static char __pyx_k_114[] = "-1.#QNAN";
static char __pyx_k_115[] = "#N/A N/A";
static char __pyx_k_116[] = "#NA";
static char __pyx_k_117[] = "pandas.parser";
static char __pyx_k_120[] = "/mnt/home/jreback/pandas/pandas/parser.pyx";
static char __pyx_k_125[] = "-inf";
static char __pyx_k_126[] = "<i8";
static char __pyx_k_127[] = "<f8";
static char __pyx_k_128[] = "|b1";
static char __pyx_k__NA[] = "NA";
static char __pyx_k__Zd[] = "Zd";
static char __pyx_k__Zf[] = "Zf";
static char __pyx_k__Zg[] = "Zg";
static char __pyx_k__dt[] = "dt";
static char __pyx_k__f8[] = "f8";
static char __pyx_k__i8[] = "i8";
static char __pyx_k__io[] = "io";
static char __pyx_k__mn[] = "mn";
static char __pyx_k__mx[] = "mx";
static char __pyx_k__np[] = "np";
static char __pyx_k__os[] = "os";
static char __pyx_k__rb[] = "rb";
static char __pyx_k__NaN[] = "NaN";
static char __pyx_k__arr[] = "arr";
static char __pyx_k__buf[] = "buf";
static char __pyx_k__bz2[] = "bz2";
static char __pyx_k__get[] = "get";
static char __pyx_k__inf[] = "inf";
static char __pyx_k__lib[] = "lib";
static char __pyx_k__lst[] = "lst";
static char __pyx_k__max[] = "max";
static char __pyx_k__min[] = "min";
static char __pyx_k__nan[] = "nan";
static char __pyx_k__obj[] = "obj";
static char __pyx_k__ord[] = "ord";
static char __pyx_k__pop[] = "pop";
static char __pyx_k__str[] = "str";
static char __pyx_k__sys[] = "sys";
static char __pyx_k__val[] = "val";
static char __pyx_k__NULL[] = "NULL";
static char __pyx_k__TRUE[] = "TRUE";
static char __pyx_k__True[] = "True";
static char __pyx_k__arrs[] = "arrs";
static char __pyx_k__file[] = "file";
static char __pyx_k__gzip[] = "gzip";
static char __pyx_k__int8[] = "int8";
static char __pyx_k__join[] = "join";
static char __pyx_k__keys[] = "keys";
static char __pyx_k__mask[] = "mask";
static char __pyx_k__name[] = "name";
static char __pyx_k__path[] = "path";
static char __pyx_k__read[] = "read";
static char __pyx_k__recs[] = "recs";
static char __pyx_k__rows[] = "rows";
static char __pyx_k__time[] = "time";
static char __pyx_k__true[] = "true";
static char __pyx_k__type[] = "type";
static char __pyx_k__view[] = "view";
static char __pyx_k__warn[] = "warn";
static char __pyx_k__FALSE[] = "FALSE";
static char __pyx_k__False[] = "False";
static char __pyx_k___mask[] = "_mask";
static char __pyx_k__bool_[] = "bool_";
static char __pyx_k__chunk[] = "chunk";
static char __pyx_k__descr[] = "descr";
static char __pyx_k__dtype[] = "dtype";
static char __pyx_k__empty[] = "empty";
static char __pyx_k__false[] = "false";
static char __pyx_k__flags[] = "flags";
static char __pyx_k__iinfo[] = "iinfo";
static char __pyx_k__int16[] = "int16";
static char __pyx_k__int32[] = "int32";
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static char __pyx_k__header[] = "header";
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static char __pyx_k__object[] = "object";
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static char __pyx_k__remove[] = "remove";
static char __pyx_k__result[] = "result";
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static char __pyx_k__stderr[] = "stderr";
static char __pyx_k__strict[] = "strict";
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static char __pyx_k__uint64[] = "uint64";
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static char __pyx_k__BZ2File[] = "BZ2File";
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static char __pyx_k__CParserError[] = "CParserError";
static char __pyx_k__DtypeWarning[] = "DtypeWarning";
static char __pyx_k__RuntimeError[] = "RuntimeError";
static char __pyx_k__Tokenization[] = "Tokenization";
static char __pyx_k__buffer_lines[] = "buffer_lines";
static char __pyx_k__compact_ints[] = "compact_ints";
static char __pyx_k__false_values[] = "false_values";
static char __pyx_k__header_start[] = "header_start";
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static char __pyx_k__version_info[] = "version_info";
static char __pyx_k__OverflowError[] = "OverflowError";
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static char __pyx_k__TextIOWrapper[] = "TextIOWrapper";
static char __pyx_k___is_file_like[] = "_is_file_like";
static char __pyx_k___maybe_encode[] = "_maybe_encode";
static char __pyx_k___maybe_upcast[] = "_maybe_upcast";
static char __pyx_k__tupleize_cols[] = "tupleize_cols";
static char __pyx_k__warning_names[] = "warning_names";
static char __pyx_k__BufferedReader[] = "BufferedReader";
static char __pyx_k___get_converter[] = "_get_converter";
static char __pyx_k__downcast_int64[] = "downcast_int64";
static char __pyx_k__lineterminator[] = "lineterminator";
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static char __pyx_k___ensure_encoded[] = "_ensure_encoded";
static char __pyx_k__error_bad_lines[] = "error_bad_lines";
static char __pyx_k__warning_columns[] = "warning_columns";
static char __pyx_k__warning_message[] = "warning_message";
static char __pyx_k__delim_whitespace[] = "delim_whitespace";
static char __pyx_k__find_common_type[] = "find_common_type";
static char __pyx_k__mangle_dupe_cols[] = "mangle_dupe_cols";
static char __pyx_k__skipinitialspace[] = "skipinitialspace";
static char __pyx_k__DEFAULT_CHUNKSIZE[] = "DEFAULT_CHUNKSIZE";
static char __pyx_k___compute_na_values[] = "_compute_na_values";
static char __pyx_k__allow_leading_cols[] = "allow_leading_cols";
static char __pyx_k__tokenize_chunksize[] = "tokenize_chunksize";
static char __pyx_k__NotImplementedError[] = "NotImplementedError";
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static PyObject *__pyx_k_codeobj_134;
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        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__thousands);
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        if (kw_args > 0) {
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        if (kw_args > 0) {
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        if (kw_args > 0) {
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        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__compact_ints);
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  p->header_start = Py_None; Py_INCREF(Py_None);
  p->header_end = Py_None; Py_INCREF(Py_None);
  p->index_col = Py_None; Py_INCREF(Py_None);
  p->low_memory = Py_None; Py_INCREF(Py_None);
  p->skiprows = Py_None; Py_INCREF(Py_None);
  p->compact_ints = Py_None; Py_INCREF(Py_None);
  p->use_unsigned = Py_None; Py_INCREF(Py_None);
  p->dtype = Py_None; Py_INCREF(Py_None);
  p->encoding = Py_None; Py_INCREF(Py_None);
  p->compression = Py_None; Py_INCREF(Py_None);
  p->mangle_dupe_cols = Py_None; Py_INCREF(Py_None);
  p->tupleize_cols = Py_None; Py_INCREF(Py_None);
  p->noconvert = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->usecols = ((PyObject*)Py_None); Py_INCREF(Py_None);
  if (__pyx_pw_6pandas_6parser_10TextReader_1__cinit__(o, a, k) < 0) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_6pandas_6parser_TextReader(PyObject *o) {
  struct __pyx_obj_6pandas_6parser_TextReader *p = (struct __pyx_obj_6pandas_6parser_TextReader *)o;
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_pw_6pandas_6parser_10TextReader_5__dealloc__(o);
    if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->file_handle);
  Py_CLEAR(p->na_fvalues);
  Py_CLEAR(p->clocks);
  Py_CLEAR(p->allow_leading_cols);
  Py_CLEAR(p->delimiter);
  Py_CLEAR(p->converters);
  Py_CLEAR(p->delim_whitespace);
  Py_CLEAR(p->na_values);
  Py_CLEAR(p->true_values);
  Py_CLEAR(p->false_values);
  Py_CLEAR(p->memory_map);
  Py_CLEAR(p->as_recarray);
  Py_CLEAR(p->header);
  Py_CLEAR(p->orig_header);
  Py_CLEAR(p->names);
  Py_CLEAR(p->header_start);
  Py_CLEAR(p->header_end);
  Py_CLEAR(p->index_col);
  Py_CLEAR(p->low_memory);
  Py_CLEAR(p->skiprows);
  Py_CLEAR(p->compact_ints);
  Py_CLEAR(p->use_unsigned);
  Py_CLEAR(p->dtype);
  Py_CLEAR(p->encoding);
  Py_CLEAR(p->compression);
  Py_CLEAR(p->mangle_dupe_cols);
  Py_CLEAR(p->tupleize_cols);
  Py_CLEAR(p->noconvert);
  Py_CLEAR(p->usecols);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_6parser_TextReader(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_6parser_TextReader *p = (struct __pyx_obj_6pandas_6parser_TextReader *)o;
  if (p->file_handle) {
    e = (*v)(p->file_handle, a); if (e) return e;
  }
  if (p->na_fvalues) {
    e = (*v)(p->na_fvalues, a); if (e) return e;
  }
  if (p->clocks) {
    e = (*v)(p->clocks, a); if (e) return e;
  }
  if (p->allow_leading_cols) {
    e = (*v)(p->allow_leading_cols, a); if (e) return e;
  }
  if (p->delimiter) {
    e = (*v)(p->delimiter, a); if (e) return e;
  }
  if (p->converters) {
    e = (*v)(p->converters, a); if (e) return e;
  }
  if (p->delim_whitespace) {
    e = (*v)(p->delim_whitespace, a); if (e) return e;
  }
  if (p->na_values) {
    e = (*v)(p->na_values, a); if (e) return e;
  }
  if (p->true_values) {
    e = (*v)(p->true_values, a); if (e) return e;
  }
  if (p->false_values) {
    e = (*v)(p->false_values, a); if (e) return e;
  }
  if (p->memory_map) {
    e = (*v)(p->memory_map, a); if (e) return e;
  }
  if (p->as_recarray) {
    e = (*v)(p->as_recarray, a); if (e) return e;
  }
  if (p->header) {
    e = (*v)(p->header, a); if (e) return e;
  }
  if (p->orig_header) {
    e = (*v)(p->orig_header, a); if (e) return e;
  }
  if (p->names) {
    e = (*v)(p->names, a); if (e) return e;
  }
  if (p->header_start) {
    e = (*v)(p->header_start, a); if (e) return e;
  }
  if (p->header_end) {
    e = (*v)(p->header_end, a); if (e) return e;
  }
  if (p->index_col) {
    e = (*v)(p->index_col, a); if (e) return e;
  }
  if (p->low_memory) {
    e = (*v)(p->low_memory, a); if (e) return e;
  }
  if (p->skiprows) {
    e = (*v)(p->skiprows, a); if (e) return e;
  }
  if (p->compact_ints) {
    e = (*v)(p->compact_ints, a); if (e) return e;
  }
  if (p->use_unsigned) {
    e = (*v)(p->use_unsigned, a); if (e) return e;
  }
  if (p->dtype) {
    e = (*v)(p->dtype, a); if (e) return e;
  }
  if (p->encoding) {
    e = (*v)(p->encoding, a); if (e) return e;
  }
  if (p->compression) {
    e = (*v)(p->compression, a); if (e) return e;
  }
  if (p->mangle_dupe_cols) {
    e = (*v)(p->mangle_dupe_cols, a); if (e) return e;
  }
  if (p->tupleize_cols) {
    e = (*v)(p->tupleize_cols, a); if (e) return e;
  }
  if (p->noconvert) {
    e = (*v)(p->noconvert, a); if (e) return e;
  }
  if (p->usecols) {
    e = (*v)(p->usecols, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_6parser_TextReader(PyObject *o) {
  struct __pyx_obj_6pandas_6parser_TextReader *p = (struct __pyx_obj_6pandas_6parser_TextReader *)o;
  PyObject* tmp;
  tmp = ((PyObject*)p->file_handle);
  p->file_handle = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->na_fvalues);
  p->na_fvalues = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->clocks);
  p->clocks = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->allow_leading_cols);
  p->allow_leading_cols = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->delimiter);
  p->delimiter = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->converters);
  p->converters = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->delim_whitespace);
  p->delim_whitespace = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->na_values);
  p->na_values = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->true_values);
  p->true_values = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->false_values);
  p->false_values = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->memory_map);
  p->memory_map = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->as_recarray);
  p->as_recarray = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->header);
  p->header = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->orig_header);
  p->orig_header = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->names);
  p->names = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->header_start);
  p->header_start = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->header_end);
  p->header_end = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->index_col);
  p->index_col = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->low_memory);
  p->low_memory = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->skiprows);
  p->skiprows = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->compact_ints);
  p->compact_ints = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->use_unsigned);
  p->use_unsigned = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->dtype);
  p->dtype = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->encoding);
  p->encoding = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->compression);
  p->compression = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->mangle_dupe_cols);
  p->mangle_dupe_cols = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->tupleize_cols);
  p->tupleize_cols = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->noconvert);
  p->noconvert = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->usecols);
  p->usecols = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_leading_cols(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12leading_cols_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_leading_cols(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12leading_cols_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_table_width(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11table_width_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_table_width(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11table_width_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_skip_footer(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11skip_footer_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_skip_footer(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11skip_footer_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_buffer_lines(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12buffer_lines_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_buffer_lines(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12buffer_lines_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_allow_leading_cols(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_18allow_leading_cols_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_allow_leading_cols(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_18allow_leading_cols_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_18allow_leading_cols_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_delimiter(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_9delimiter_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_delimiter(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_9delimiter_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_9delimiter_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_converters(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_10converters_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_converters(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_10converters_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_10converters_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_delim_whitespace(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_16delim_whitespace_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_delim_whitespace(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_16delim_whitespace_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_16delim_whitespace_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_na_values(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_9na_values_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_na_values(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_9na_values_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_9na_values_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_true_values(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11true_values_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_true_values(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11true_values_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_11true_values_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_false_values(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12false_values_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_false_values(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12false_values_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_12false_values_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_memory_map(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_10memory_map_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_memory_map(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_10memory_map_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_10memory_map_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_as_recarray(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11as_recarray_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_as_recarray(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11as_recarray_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_11as_recarray_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_header(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_6header_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_header(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_6header_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_6header_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_orig_header(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11orig_header_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_orig_header(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11orig_header_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_11orig_header_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_names(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_5names_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_names(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_5names_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_5names_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_header_start(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12header_start_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_header_start(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12header_start_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_12header_start_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_header_end(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_10header_end_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_header_end(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_10header_end_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_10header_end_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_index_col(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_9index_col_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_index_col(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_9index_col_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_9index_col_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_low_memory(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_10low_memory_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_low_memory(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_10low_memory_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_10low_memory_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_skiprows(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_8skiprows_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_skiprows(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_8skiprows_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_8skiprows_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_compact_ints(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12compact_ints_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_compact_ints(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12compact_ints_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_12compact_ints_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_use_unsigned(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12use_unsigned_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_use_unsigned(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12use_unsigned_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_12use_unsigned_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_dtype(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_5dtype_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_dtype(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_5dtype_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_5dtype_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_encoding(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_8encoding_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_encoding(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_8encoding_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_8encoding_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_compression(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11compression_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_compression(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11compression_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_11compression_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_mangle_dupe_cols(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_16mangle_dupe_cols_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_mangle_dupe_cols(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_16mangle_dupe_cols_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_16mangle_dupe_cols_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_tupleize_cols(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_13tupleize_cols_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_tupleize_cols(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_13tupleize_cols_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_13tupleize_cols_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_noconvert(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_9noconvert_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_noconvert(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_9noconvert_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_9noconvert_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_usecols(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_7usecols_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_usecols(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_7usecols_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_7usecols_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_6pandas_6parser_TextReader[] = {
  {__Pyx_NAMESTR("set_error_bad_lines"), (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_7set_error_bad_lines, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_9read, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_6pandas_6parser_10TextReader_8read)},
  {__Pyx_NAMESTR("debug_print"), (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_11debug_print, METH_NOARGS, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("set_noconvert"), (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_13set_noconvert, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("remove_noconvert"), (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_15remove_noconvert, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_convert_column_data"), (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_17_convert_column_data, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_get_converter"), (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_19_get_converter, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_6parser_TextReader[] = {
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  {(char *)"table_width", __pyx_getprop_6pandas_6parser_10TextReader_table_width, __pyx_setprop_6pandas_6parser_10TextReader_table_width, 0, 0},
  {(char *)"skip_footer", __pyx_getprop_6pandas_6parser_10TextReader_skip_footer, __pyx_setprop_6pandas_6parser_10TextReader_skip_footer, 0, 0},
  {(char *)"buffer_lines", __pyx_getprop_6pandas_6parser_10TextReader_buffer_lines, __pyx_setprop_6pandas_6parser_10TextReader_buffer_lines, 0, 0},
  {(char *)"allow_leading_cols", __pyx_getprop_6pandas_6parser_10TextReader_allow_leading_cols, __pyx_setprop_6pandas_6parser_10TextReader_allow_leading_cols, 0, 0},
  {(char *)"delimiter", __pyx_getprop_6pandas_6parser_10TextReader_delimiter, __pyx_setprop_6pandas_6parser_10TextReader_delimiter, 0, 0},
  {(char *)"converters", __pyx_getprop_6pandas_6parser_10TextReader_converters, __pyx_setprop_6pandas_6parser_10TextReader_converters, 0, 0},
  {(char *)"delim_whitespace", __pyx_getprop_6pandas_6parser_10TextReader_delim_whitespace, __pyx_setprop_6pandas_6parser_10TextReader_delim_whitespace, 0, 0},
  {(char *)"na_values", __pyx_getprop_6pandas_6parser_10TextReader_na_values, __pyx_setprop_6pandas_6parser_10TextReader_na_values, 0, 0},
  {(char *)"true_values", __pyx_getprop_6pandas_6parser_10TextReader_true_values, __pyx_setprop_6pandas_6parser_10TextReader_true_values, 0, 0},
  {(char *)"false_values", __pyx_getprop_6pandas_6parser_10TextReader_false_values, __pyx_setprop_6pandas_6parser_10TextReader_false_values, 0, 0},
  {(char *)"memory_map", __pyx_getprop_6pandas_6parser_10TextReader_memory_map, __pyx_setprop_6pandas_6parser_10TextReader_memory_map, 0, 0},
  {(char *)"as_recarray", __pyx_getprop_6pandas_6parser_10TextReader_as_recarray, __pyx_setprop_6pandas_6parser_10TextReader_as_recarray, 0, 0},
  {(char *)"header", __pyx_getprop_6pandas_6parser_10TextReader_header, __pyx_setprop_6pandas_6parser_10TextReader_header, 0, 0},
  {(char *)"orig_header", __pyx_getprop_6pandas_6parser_10TextReader_orig_header, __pyx_setprop_6pandas_6parser_10TextReader_orig_header, 0, 0},
  {(char *)"names", __pyx_getprop_6pandas_6parser_10TextReader_names, __pyx_setprop_6pandas_6parser_10TextReader_names, 0, 0},
  {(char *)"header_start", __pyx_getprop_6pandas_6parser_10TextReader_header_start, __pyx_setprop_6pandas_6parser_10TextReader_header_start, 0, 0},
  {(char *)"header_end", __pyx_getprop_6pandas_6parser_10TextReader_header_end, __pyx_setprop_6pandas_6parser_10TextReader_header_end, 0, 0},
  {(char *)"index_col", __pyx_getprop_6pandas_6parser_10TextReader_index_col, __pyx_setprop_6pandas_6parser_10TextReader_index_col, 0, 0},
  {(char *)"low_memory", __pyx_getprop_6pandas_6parser_10TextReader_low_memory, __pyx_setprop_6pandas_6parser_10TextReader_low_memory, 0, 0},
  {(char *)"skiprows", __pyx_getprop_6pandas_6parser_10TextReader_skiprows, __pyx_setprop_6pandas_6parser_10TextReader_skiprows, 0, 0},
  {(char *)"compact_ints", __pyx_getprop_6pandas_6parser_10TextReader_compact_ints, __pyx_setprop_6pandas_6parser_10TextReader_compact_ints, 0, 0},
  {(char *)"use_unsigned", __pyx_getprop_6pandas_6parser_10TextReader_use_unsigned, __pyx_setprop_6pandas_6parser_10TextReader_use_unsigned, 0, 0},
  {(char *)"dtype", __pyx_getprop_6pandas_6parser_10TextReader_dtype, __pyx_setprop_6pandas_6parser_10TextReader_dtype, 0, 0},
  {(char *)"encoding", __pyx_getprop_6pandas_6parser_10TextReader_encoding, __pyx_setprop_6pandas_6parser_10TextReader_encoding, 0, 0},
  {(char *)"compression", __pyx_getprop_6pandas_6parser_10TextReader_compression, __pyx_setprop_6pandas_6parser_10TextReader_compression, 0, 0},
  {(char *)"mangle_dupe_cols", __pyx_getprop_6pandas_6parser_10TextReader_mangle_dupe_cols, __pyx_setprop_6pandas_6parser_10TextReader_mangle_dupe_cols, 0, 0},
  {(char *)"tupleize_cols", __pyx_getprop_6pandas_6parser_10TextReader_tupleize_cols, __pyx_setprop_6pandas_6parser_10TextReader_tupleize_cols, 0, 0},
  {(char *)"noconvert", __pyx_getprop_6pandas_6parser_10TextReader_noconvert, __pyx_setprop_6pandas_6parser_10TextReader_noconvert, 0, 0},
  {(char *)"usecols", __pyx_getprop_6pandas_6parser_10TextReader_usecols, __pyx_setprop_6pandas_6parser_10TextReader_usecols, 0, 0},
  {0, 0, 0, 0, 0}
};

static PyNumberMethods __pyx_tp_as_number_TextReader = {
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  0, /*nb_subtract*/
  0, /*nb_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_divide*/
  #endif
  0, /*nb_remainder*/
  0, /*nb_divmod*/
  0, /*nb_power*/
  0, /*nb_negative*/
  0, /*nb_positive*/
  0, /*nb_absolute*/
  0, /*nb_nonzero*/
  0, /*nb_invert*/
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  0, /*nb_rshift*/
  0, /*nb_and*/
  0, /*nb_xor*/
  0, /*nb_or*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_coerce*/
  #endif
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  #if PY_MAJOR_VERSION < 3
  0, /*nb_long*/
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  0, /*reserved*/
  #endif
  0, /*nb_float*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_oct*/
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  0, /*nb_hex*/
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  0, /*nb_inplace_add*/
  0, /*nb_inplace_subtract*/
  0, /*nb_inplace_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_inplace_divide*/
  #endif
  0, /*nb_inplace_remainder*/
  0, /*nb_inplace_power*/
  0, /*nb_inplace_lshift*/
  0, /*nb_inplace_rshift*/
  0, /*nb_inplace_and*/
  0, /*nb_inplace_xor*/
  0, /*nb_inplace_or*/
  0, /*nb_floor_divide*/
  0, /*nb_true_divide*/
  0, /*nb_inplace_floor_divide*/
  0, /*nb_inplace_true_divide*/
  #if PY_VERSION_HEX >= 0x02050000
  0, /*nb_index*/
  #endif
};

static PySequenceMethods __pyx_tp_as_sequence_TextReader = {
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  0, /*sq_concat*/
  0, /*sq_repeat*/
  0, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_TextReader = {
  0, /*mp_length*/
  0, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_TextReader = {
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  0, /*bf_getreadbuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getwritebuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getsegcount*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getcharbuffer*/
  #endif
  #if PY_VERSION_HEX >= 0x02060000
  0, /*bf_getbuffer*/
  #endif
  #if PY_VERSION_HEX >= 0x02060000
  0, /*bf_releasebuffer*/
  #endif
};

static PyTypeObject __pyx_type_6pandas_6parser_TextReader = {
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  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
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  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  &__pyx_tp_as_number_TextReader, /*tp_as_number*/
  &__pyx_tp_as_sequence_TextReader, /*tp_as_sequence*/
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  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
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  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  __Pyx_DOCSTR("\n\n    # source: StringIO or file object\n\n    "), /*tp_doc*/
  __pyx_tp_traverse_6pandas_6parser_TextReader, /*tp_traverse*/
  __pyx_tp_clear_6pandas_6parser_TextReader, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_6parser_TextReader, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_6parser_TextReader, /*tp_getset*/
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  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_6parser_10TextReader_3__init__, /*tp_init*/
  0, /*tp_alloc*/
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  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
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};

static PyMethodDef __pyx_methods[] = {
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static struct PyModuleDef __pyx_moduledef = {
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    NULL, /* m_traverse */
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};
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                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                    if (cmp == 0) goto arg_passed_twice;
                    argname++;
                }
            }
        } else
            goto invalid_keyword_type;
        if (kwds2) {
            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
        } else {
            goto invalid_keyword;
        }
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%s() keywords must be strings", function_name);
    goto bad;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%s() got an unexpected keyword argument '%s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
bad:
    return -1;
}

static void __Pyx_RaiseArgtupleInvalid(
    const char* func_name,
    int exact,
    Py_ssize_t num_min,
    Py_ssize_t num_max,
    Py_ssize_t num_found)
{
    Py_ssize_t num_expected;
    const char *more_or_less;
    if (num_found < num_min) {
        num_expected = num_min;
        more_or_less = "at least";
    } else {
        num_expected = num_max;
        more_or_less = "at most";
    }
    if (exact) {
        more_or_less = "exactly";
    }
    PyErr_Format(PyExc_TypeError,
                 "%s() takes %s %" CYTHON_FORMAT_SSIZE_T "d positional argument%s (%" CYTHON_FORMAT_SSIZE_T "d given)",
                 func_name, more_or_less, num_expected,
                 (num_expected == 1) ? "" : "s", num_found);
}

static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->curexc_type;
    tmp_value = tstate->curexc_value;
    tmp_tb = tstate->curexc_traceback;
    tstate->curexc_type = type;
    tstate->curexc_value = value;
    tstate->curexc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_Restore(type, value, tb);
#endif
}
static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#else
    PyErr_Fetch(type, value, tb);
#endif
}

#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
                        CYTHON_UNUSED PyObject *cause) {
    Py_XINCREF(type);
    if (!value || value == Py_None)
        value = NULL;
    else
        Py_INCREF(value);
    if (!tb || tb == Py_None)
        tb = NULL;
    else {
        Py_INCREF(tb);
        if (!PyTraceBack_Check(tb)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: arg 3 must be a traceback or None");
            goto raise_error;
        }
    }
    #if PY_VERSION_HEX < 0x02050000
    if (PyClass_Check(type)) {
    #else
    if (PyType_Check(type)) {
    #endif
#if CYTHON_COMPILING_IN_PYPY
        if (!value) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#endif
        PyErr_NormalizeException(&type, &value, &tb);
    } else {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto raise_error;
        }
        value = type;
        #if PY_VERSION_HEX < 0x02050000
            if (PyInstance_Check(type)) {
                type = (PyObject*) ((PyInstanceObject*)type)->in_class;
                Py_INCREF(type);
            }
            else {
                type = 0;
                PyErr_SetString(PyExc_TypeError,
                    "raise: exception must be an old-style class or instance");
                goto raise_error;
            }
        #else
            type = (PyObject*) Py_TYPE(type);
            Py_INCREF(type);
            if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
                PyErr_SetString(PyExc_TypeError,
                    "raise: exception class must be a subclass of BaseException");
                goto raise_error;
            }
        #endif
    }
    __Pyx_ErrRestore(type, value, tb);
    return;
raise_error:
    Py_XDECREF(value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
    return;
}
#else /* Python 3+ */
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    PyObject* owned_instance = NULL;
    if (tb == Py_None) {
        tb = 0;
    } else if (tb && !PyTraceBack_Check(tb)) {
        PyErr_SetString(PyExc_TypeError,
            "raise: arg 3 must be a traceback or None");
        goto bad;
    }
    if (value == Py_None)
        value = 0;
    if (PyExceptionInstance_Check(type)) {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto bad;
        }
        value = type;
        type = (PyObject*) Py_TYPE(value);
    } else if (PyExceptionClass_Check(type)) {
        PyObject *args;
        if (!value)
            args = PyTuple_New(0);
        else if (PyTuple_Check(value)) {
            Py_INCREF(value);
            args = value;
        }
        else
            args = PyTuple_Pack(1, value);
        if (!args)
            goto bad;
        owned_instance = PyEval_CallObject(type, args);
        Py_DECREF(args);
        if (!owned_instance)
            goto bad;
        value = owned_instance;
        if (!PyExceptionInstance_Check(value)) {
            PyErr_Format(PyExc_TypeError,
                         "calling %R should have returned an instance of "
                         "BaseException, not %R",
                         type, Py_TYPE(value));
            goto bad;
        }
    } else {
        PyErr_SetString(PyExc_TypeError,
            "raise: exception class must be a subclass of BaseException");
        goto bad;
    }
    if (cause && cause != Py_None) {
        PyObject *fixed_cause;
        if (PyExceptionClass_Check(cause)) {
            fixed_cause = PyObject_CallObject(cause, NULL);
            if (fixed_cause == NULL)
                goto bad;
        }
        else if (PyExceptionInstance_Check(cause)) {
            fixed_cause = cause;
            Py_INCREF(fixed_cause);
        }
        else {
            PyErr_SetString(PyExc_TypeError,
                            "exception causes must derive from "
                            "BaseException");
            goto bad;
        }
        PyException_SetCause(value, fixed_cause);
    }
    PyErr_SetObject(type, value);
    if (tb) {
        PyThreadState *tstate = PyThreadState_GET();
        PyObject* tmp_tb = tstate->curexc_traceback;
        if (tb != tmp_tb) {
            Py_INCREF(tb);
            tstate->curexc_traceback = tb;
            Py_XDECREF(tmp_tb);
        }
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}
#endif

static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
    PyErr_Format(PyExc_ValueError,
                 "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
}

static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
    PyErr_Format(PyExc_ValueError,
                 "need more than %" CYTHON_FORMAT_SSIZE_T "d value%s to unpack",
                 index, (index == 1) ? "" : "s");
}

static CYTHON_INLINE int __Pyx_IterFinish(void) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    PyObject* exc_type = tstate->curexc_type;
    if (unlikely(exc_type)) {
        if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) {
            PyObject *exc_value, *exc_tb;
            exc_value = tstate->curexc_value;
            exc_tb = tstate->curexc_traceback;
            tstate->curexc_type = 0;
            tstate->curexc_value = 0;
            tstate->curexc_traceback = 0;
            Py_DECREF(exc_type);
            Py_XDECREF(exc_value);
            Py_XDECREF(exc_tb);
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#else
    if (unlikely(PyErr_Occurred())) {
        if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
            PyErr_Clear();
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#endif
}

static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
    if (unlikely(retval)) {
        Py_DECREF(retval);
        __Pyx_RaiseTooManyValuesError(expected);
        return -1;
    } else {
        return __Pyx_IterFinish();
    }
    return 0;
}

static CYTHON_INLINE long __Pyx_div_long(long a, long b) {
    long q = a / b;
    long r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

static CYTHON_INLINE int __Pyx_CheckKeywordStrings(
    PyObject *kwdict,
    const char* function_name,
    int kw_allowed)
{
    PyObject* key = 0;
    Py_ssize_t pos = 0;
#if CPYTHON_COMPILING_IN_PYPY
    if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0))
        goto invalid_keyword;
    return 1;
#else
    while (PyDict_Next(kwdict, &pos, &key, 0)) {
        #if PY_MAJOR_VERSION < 3
        if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key)))
        #endif
            if (unlikely(!PyUnicode_Check(key)))
                goto invalid_keyword_type;
    }
    if ((!kw_allowed) && unlikely(key))
        goto invalid_keyword;
    return 1;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%s() keywords must be strings", function_name);
    return 0;
#endif
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%s() got an unexpected keyword argument '%s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
    return 0;
}

static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *local_type, *local_value, *local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    local_type = tstate->curexc_type;
    local_value = tstate->curexc_value;
    local_tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_COMPILING_IN_CPYTHON
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    #if PY_MAJOR_VERSION >= 3
    if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
        goto bad;
    #endif
    Py_INCREF(local_type);
    Py_INCREF(local_value);
    Py_INCREF(local_tb);
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = local_type;
    tstate->exc_value = local_value;
    tstate->exc_traceback = local_tb;
    /* Make sure tstate is in a consistent state when we XDECREF
       these objects (DECREF may run arbitrary code). */
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
}

static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
    const char *name, int exact)
{
    if (!type) {
        PyErr_Format(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (none_allowed && obj == Py_None) return 1;
    else if (exact) {
        if (Py_TYPE(obj) == type) return 1;
    }
    else {
        if (PyObject_TypeCheck(obj, type)) return 1;
    }
    PyErr_Format(PyExc_TypeError,
        "Argument '%s' has incorrect type (expected %s, got %s)",
        name, type->tp_name, Py_TYPE(obj)->tp_name);
    return 0;
}

static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    if (unlikely(!type)) {
        PyErr_Format(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(PyObject_TypeCheck(obj, type)))
        return 1;
    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
                 Py_TYPE(obj)->tp_name, type->tp_name);
    return 0;
}

static CYTHON_INLINE int __Pyx_IsLittleEndian(void) {
  unsigned int n = 1;
  return *(unsigned char*)(&n) != 0;
}
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type) {
  stack[0].field = &ctx->root;
  stack[0].parent_offset = 0;
  ctx->root.type = type;
  ctx->root.name = "buffer dtype";
  ctx->root.offset = 0;
  ctx->head = stack;
  ctx->head->field = &ctx->root;
  ctx->fmt_offset = 0;
  ctx->head->parent_offset = 0;
  ctx->new_packmode = '@';
  ctx->enc_packmode = '@';
  ctx->new_count = 1;
  ctx->enc_count = 0;
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  ctx->is_valid_array = 0;
  ctx->struct_alignment = 0;
  while (type->typegroup == 'S') {
    ++ctx->head;
    ctx->head->field = type->fields;
    ctx->head->parent_offset = 0;
    type = type->fields->type;
  }
}
static int __Pyx_BufFmt_ParseNumber(const char** ts) {
    int count;
    const char* t = *ts;
    if (*t < '0' || *t > '9') {
      return -1;
    } else {
        count = *t++ - '0';
        while (*t >= '0' && *t < '9') {
            count *= 10;
            count += *t++ - '0';
        }
    }
    *ts = t;
    return count;
}
static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
    int number = __Pyx_BufFmt_ParseNumber(ts);
    if (number == -1) /* First char was not a digit */
        PyErr_Format(PyExc_ValueError,\
                     "Does not understand character buffer dtype format string ('%c')", **ts);
    return number;
}
static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
  PyErr_Format(PyExc_ValueError,
               "Unexpected format string character: '%c'", ch);
}
static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
  switch (ch) {
    case 'c': return "'char'";
    case 'b': return "'signed char'";
    case 'B': return "'unsigned char'";
    case 'h': return "'short'";
    case 'H': return "'unsigned short'";
    case 'i': return "'int'";
    case 'I': return "'unsigned int'";
    case 'l': return "'long'";
    case 'L': return "'unsigned long'";
    case 'q': return "'long long'";
    case 'Q': return "'unsigned long long'";
    case 'f': return (is_complex ? "'complex float'" : "'float'");
    case 'd': return (is_complex ? "'complex double'" : "'double'");
    case 'g': return (is_complex ? "'complex long double'" : "'long double'");
    case 'T': return "a struct";
    case 'O': return "Python object";
    case 'P': return "a pointer";
    case 's': case 'p': return "a string";
    case 0: return "end";
    default: return "unparseable format string";
  }
}
static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return 2;
    case 'i': case 'I': case 'l': case 'L': return 4;
    case 'q': case 'Q': return 8;
    case 'f': return (is_complex ? 8 : 4);
    case 'd': return (is_complex ? 16 : 8);
    case 'g': {
      PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
      return 0;
    }
    case 'O': case 'P': return sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
  switch (ch) {
    case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(short);
    case 'i': case 'I': return sizeof(int);
    case 'l': case 'L': return sizeof(long);
    #ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(PY_LONG_LONG);
    #endif
    case 'f': return sizeof(float) * (is_complex ? 2 : 1);
    case 'd': return sizeof(double) * (is_complex ? 2 : 1);
    case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
    case 'O': case 'P': return sizeof(void*);
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
typedef struct { char c; short x; } __Pyx_st_short;
typedef struct { char c; int x; } __Pyx_st_int;
typedef struct { char c; long x; } __Pyx_st_long;
typedef struct { char c; float x; } __Pyx_st_float;
typedef struct { char c; double x; } __Pyx_st_double;
typedef struct { char c; long double x; } __Pyx_st_longdouble;
typedef struct { char c; void *x; } __Pyx_st_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
/* These are for computing the padding at the end of the struct to align
   on the first member of the struct. This will probably the same as above,
   but we don't have any guarantees.
 */
typedef struct { short x; char c; } __Pyx_pad_short;
typedef struct { int x; char c; } __Pyx_pad_int;
typedef struct { long x; char c; } __Pyx_pad_long;
typedef struct { float x; char c; } __Pyx_pad_float;
typedef struct { double x; char c; } __Pyx_pad_double;
typedef struct { long double x; char c; } __Pyx_pad_longdouble;
typedef struct { void *x; char c; } __Pyx_pad_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
  switch (ch) {
    case 'c':
        return 'H';
    case 'b': case 'h': case 'i':
    case 'l': case 'q': case 's': case 'p':
        return 'I';
    case 'B': case 'H': case 'I': case 'L': case 'Q':
        return 'U';
    case 'f': case 'd': case 'g':
        return (is_complex ? 'C' : 'R');
    case 'O':
        return 'O';
    case 'P':
        return 'P';
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
  if (ctx->head == NULL || ctx->head->field == &ctx->root) {
    const char* expected;
    const char* quote;
    if (ctx->head == NULL) {
      expected = "end";
      quote = "";
    } else {
      expected = ctx->head->field->type->name;
      quote = "'";
    }
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected %s%s%s but got %s",
                 quote, expected, quote,
                 __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
  } else {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_StructField* parent = (ctx->head - 1)->field;
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
                 field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
                 parent->type->name, field->name);
  }
}
static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
  char group;
  size_t size, offset, arraysize = 1;
  if (ctx->enc_type == 0) return 0;
  if (ctx->head->field->type->arraysize[0]) {
    int i, ndim = 0;
    if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
        ctx->is_valid_array = ctx->head->field->type->ndim == 1;
        ndim = 1;
        if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
            PyErr_Format(PyExc_ValueError,
                         "Expected a dimension of size %zu, got %zu",
                         ctx->head->field->type->arraysize[0], ctx->enc_count);
            return -1;
        }
    }
    if (!ctx->is_valid_array) {
      PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
                   ctx->head->field->type->ndim, ndim);
      return -1;
    }
    for (i = 0; i < ctx->head->field->type->ndim; i++) {
      arraysize *= ctx->head->field->type->arraysize[i];
    }
    ctx->is_valid_array = 0;
    ctx->enc_count = 1;
  }
  group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
  do {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_TypeInfo* type = field->type;
    if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
      size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
    } else {
      size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
    }
    if (ctx->enc_packmode == '@') {
      size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
      size_t align_mod_offset;
      if (align_at == 0) return -1;
      align_mod_offset = ctx->fmt_offset % align_at;
      if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
      if (ctx->struct_alignment == 0)
          ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
                                                                 ctx->is_complex);
    }
    if (type->size != size || type->typegroup != group) {
      if (type->typegroup == 'C' && type->fields != NULL) {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        ++ctx->head;
        ctx->head->field = type->fields;
        ctx->head->parent_offset = parent_offset;
        continue;
      }
      if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
      } else {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
      }
    }
    offset = ctx->head->parent_offset + field->offset;
    if (ctx->fmt_offset != offset) {
      PyErr_Format(PyExc_ValueError,
                   "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
                   (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
      return -1;
    }
    ctx->fmt_offset += size;
    if (arraysize)
      ctx->fmt_offset += (arraysize - 1) * size;
    --ctx->enc_count; /* Consume from buffer string */
    while (1) {
      if (field == &ctx->root) {
        ctx->head = NULL;
        if (ctx->enc_count != 0) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
        }
        break; /* breaks both loops as ctx->enc_count == 0 */
      }
      ctx->head->field = ++field;
      if (field->type == NULL) {
        --ctx->head;
        field = ctx->head->field;
        continue;
      } else if (field->type->typegroup == 'S') {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        if (field->type->fields->type == NULL) continue; /* empty struct */
        field = field->type->fields;
        ++ctx->head;
        ctx->head->field = field;
        ctx->head->parent_offset = parent_offset;
        break;
      } else {
        break;
      }
    }
  } while (ctx->enc_count);
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  return 0;
}
static CYTHON_INLINE PyObject *
__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
{
    const char *ts = *tsp;
    int i = 0, number;
    int ndim = ctx->head->field->type->ndim;
;
    ++ts;
    if (ctx->new_count != 1) {
        PyErr_SetString(PyExc_ValueError,
                        "Cannot handle repeated arrays in format string");
        return NULL;
    }
    if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
    while (*ts && *ts != ')') {
        if (isspace(*ts))
            continue;
        number = __Pyx_BufFmt_ExpectNumber(&ts);
        if (number == -1) return NULL;
        if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i])
            return PyErr_Format(PyExc_ValueError,
                        "Expected a dimension of size %zu, got %d",
                        ctx->head->field->type->arraysize[i], number);
        if (*ts != ',' && *ts != ')')
            return PyErr_Format(PyExc_ValueError,
                                "Expected a comma in format string, got '%c'", *ts);
        if (*ts == ',') ts++;
        i++;
    }
    if (i != ndim)
        return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
                            ctx->head->field->type->ndim, i);
    if (!*ts) {
        PyErr_SetString(PyExc_ValueError,
                        "Unexpected end of format string, expected ')'");
        return NULL;
    }
    ctx->is_valid_array = 1;
    ctx->new_count = 1;
    *tsp = ++ts;
    return Py_None;
}
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
  int got_Z = 0;
  while (1) {
    switch(*ts) {
      case 0:
        if (ctx->enc_type != 0 && ctx->head == NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        if (ctx->head != NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
                return ts;
      case ' ':
      case 10:
      case 13:
        ++ts;
        break;
      case '<':
        if (!__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '>':
      case '!':
        if (__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '=':
      case '@':
      case '^':
        ctx->new_packmode = *ts++;
        break;
      case 'T': /* substruct */
        {
          const char* ts_after_sub;
          size_t i, struct_count = ctx->new_count;
          size_t struct_alignment = ctx->struct_alignment;
          ctx->new_count = 1;
          ++ts;
          if (*ts != '{') {
            PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
            return NULL;
          }
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0; /* Erase processed last struct element */
          ctx->enc_count = 0;
          ctx->struct_alignment = 0;
          ++ts;
          ts_after_sub = ts;
          for (i = 0; i != struct_count; ++i) {
            ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts);
            if (!ts_after_sub) return NULL;
          }
          ts = ts_after_sub;
          if (struct_alignment) ctx->struct_alignment = struct_alignment;
        }
        break;
      case '}': /* end of substruct; either repeat or move on */
        {
          size_t alignment = ctx->struct_alignment;
          ++ts;
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0; /* Erase processed last struct element */
          if (alignment && ctx->fmt_offset % alignment) {
            ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment);
          }
        }
        return ts;
      case 'x':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->fmt_offset += ctx->new_count;
        ctx->new_count = 1;
        ctx->enc_count = 0;
        ctx->enc_type = 0;
        ctx->enc_packmode = ctx->new_packmode;
        ++ts;
        break;
      case 'Z':
        got_Z = 1;
        ++ts;
        if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
          __Pyx_BufFmt_RaiseUnexpectedChar('Z');
          return NULL;
        }        /* fall through */
      case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I':
      case 'l': case 'L': case 'q': case 'Q':
      case 'f': case 'd': case 'g':
      case 'O': case 's': case 'p':
        if (ctx->enc_type == *ts && got_Z == ctx->is_complex &&
            ctx->enc_packmode == ctx->new_packmode) {
          ctx->enc_count += ctx->new_count;
        } else {
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_count = ctx->new_count;
          ctx->enc_packmode = ctx->new_packmode;
          ctx->enc_type = *ts;
          ctx->is_complex = got_Z;
        }
        ++ts;
        ctx->new_count = 1;
        got_Z = 0;
        break;
      case ':':
        ++ts;
        while(*ts != ':') ++ts;
        ++ts;
        break;
      case '(':
        if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL;
        break;
      default:
        {
          int number = __Pyx_BufFmt_ExpectNumber(&ts);
          if (number == -1) return NULL;
          ctx->new_count = (size_t)number;
        }
    }
  }
}
static CYTHON_INLINE void __Pyx_ZeroBuffer(Py_buffer* buf) {
  buf->buf = NULL;
  buf->obj = NULL;
  buf->strides = __Pyx_zeros;
  buf->shape = __Pyx_zeros;
  buf->suboffsets = __Pyx_minusones;
}
static CYTHON_INLINE int __Pyx_GetBufferAndValidate(
        Py_buffer* buf, PyObject* obj,  __Pyx_TypeInfo* dtype, int flags,
        int nd, int cast, __Pyx_BufFmt_StackElem* stack)
{
  if (obj == Py_None || obj == NULL) {
    __Pyx_ZeroBuffer(buf);
    return 0;
  }
  buf->buf = NULL;
  if (__Pyx_GetBuffer(obj, buf, flags) == -1) goto fail;
  if (buf->ndim != nd) {
    PyErr_Format(PyExc_ValueError,
                 "Buffer has wrong number of dimensions (expected %d, got %d)",
                 nd, buf->ndim);
    goto fail;
  }
  if (!cast) {
    __Pyx_BufFmt_Context ctx;
    __Pyx_BufFmt_Init(&ctx, stack, dtype);
    if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
  }
  if ((unsigned)buf->itemsize != dtype->size) {
    PyErr_Format(PyExc_ValueError,
      "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)",
      buf->itemsize, (buf->itemsize > 1) ? "s" : "",
      dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
    goto fail;
  }
  if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
  return 0;
fail:;
  __Pyx_ZeroBuffer(buf);
  return -1;
}
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
  if (info->buf == NULL) return;
  if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
  __Pyx_ReleaseBuffer(info);
}

static void __Pyx_RaiseBufferFallbackError(void) {
  PyErr_Format(PyExc_ValueError,
     "Buffer acquisition failed on assignment; and then reacquiring the old buffer failed too!");
}

static void __Pyx_RaiseBufferIndexError(int axis) {
  PyErr_Format(PyExc_IndexError,
     "Out of bounds on buffer access (axis %d)", axis);
}

static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
         const char* cstring, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) {
    Py_ssize_t length;
    if (unlikely((start < 0) | (stop < 0))) {
        length = strlen(cstring);
        if (start < 0) {
            start += length;
            if (start < 0)
                start = 0;
        }
        if (stop < 0)
            stop += length;
    }
    length = stop - start;
    if (unlikely(length <= 0))
        return PyUnicode_FromUnicode(NULL, 0);
    cstring += start;
    if (decode_func) {
        return decode_func(cstring, length, errors);
    } else {
        return PyUnicode_Decode(cstring, length, encoding, errors);
    }
}

static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
}

static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
#else
    PyErr_GetExcInfo(type, value, tb);
#endif
}
static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = type;
    tstate->exc_value = value;
    tstate->exc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(type, value, tb);
#endif
}

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
    CYTHON_UNUSED PyObject *getbuffer_cobj;
  #if PY_VERSION_HEX >= 0x02060000
    if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
  #endif
        if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags);
  #if PY_VERSION_HEX < 0x02060000
    if (obj->ob_type->tp_dict &&
        (getbuffer_cobj = PyMapping_GetItemString(obj->ob_type->tp_dict,
                                             "__pyx_getbuffer"))) {
        getbufferproc func;
      #if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION == 3 && PY_MINOR_VERSION == 0)
        func = (getbufferproc) PyCapsule_GetPointer(getbuffer_cobj, "getbuffer(obj, view, flags)");
      #else
        func = (getbufferproc) PyCObject_AsVoidPtr(getbuffer_cobj);
      #endif
        Py_DECREF(getbuffer_cobj);
        if (!func)
            goto fail;
        return func(obj, view, flags);
    } else {
        PyErr_Clear();
    }
  #endif
    PyErr_Format(PyExc_TypeError, "'%100s' does not have the buffer interface", Py_TYPE(obj)->tp_name);
#if PY_VERSION_HEX < 0x02060000
fail:
#endif
    return -1;
}
static void __Pyx_ReleaseBuffer(Py_buffer *view) {
    PyObject *obj = view->obj;
    CYTHON_UNUSED PyObject *releasebuffer_cobj;
    if (!obj) return;
  #if PY_VERSION_HEX >= 0x02060000
    if (PyObject_CheckBuffer(obj)) {
        PyBuffer_Release(view);
        return;
    }
  #endif
        if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) { __pyx_pw_5numpy_7ndarray_3__releasebuffer__(obj, view); return; }
  #if PY_VERSION_HEX < 0x02060000
    if (obj->ob_type->tp_dict &&
        (releasebuffer_cobj = PyMapping_GetItemString(obj->ob_type->tp_dict,
                                                      "__pyx_releasebuffer"))) {
        releasebufferproc func;
      #if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION == 3 && PY_MINOR_VERSION == 0)
        func = (releasebufferproc) PyCapsule_GetPointer(releasebuffer_cobj, "releasebuffer(obj, view)");
      #else
        func = (releasebufferproc) PyCObject_AsVoidPtr(releasebuffer_cobj);
      #endif
        Py_DECREF(releasebuffer_cobj);
        if (!func)
            goto fail;
        func(obj, view);
        return;
    } else {
        PyErr_Clear();
    }
  #endif
    goto nofail;
#if PY_VERSION_HEX < 0x02060000
fail:
#endif
    PyErr_WriteUnraisable(obj);
nofail:
    Py_DECREF(obj);
    view->obj = NULL;
}
#endif /*  PY_MAJOR_VERSION < 3 */


    static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level) {
    PyObject *py_import = 0;
    PyObject *empty_list = 0;
    PyObject *module = 0;
    PyObject *global_dict = 0;
    PyObject *empty_dict = 0;
    PyObject *list;
    py_import = __Pyx_GetAttrString(__pyx_b, "__import__");
    if (!py_import)
        goto bad;
    if (from_list)
        list = from_list;
    else {
        empty_list = PyList_New(0);
        if (!empty_list)
            goto bad;
        list = empty_list;
    }
    global_dict = PyModule_GetDict(__pyx_m);
    if (!global_dict)
        goto bad;
    empty_dict = PyDict_New();
    if (!empty_dict)
        goto bad;
    #if PY_VERSION_HEX >= 0x02050000
    {
        #if PY_MAJOR_VERSION >= 3
        if (level == -1) {
            if (strchr(__Pyx_MODULE_NAME, '.')) {
                /* try package relative import first */
                PyObject *py_level = PyInt_FromLong(1);
                if (!py_level)
                    goto bad;
                module = PyObject_CallFunctionObjArgs(py_import,
                    name, global_dict, empty_dict, list, py_level, NULL);
                Py_DECREF(py_level);
                if (!module) {
                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
                        goto bad;
                    PyErr_Clear();
                }
            }
            level = 0; /* try absolute import on failure */
        }
        #endif
        if (!module) {
            PyObject *py_level = PyInt_FromLong(level);
            if (!py_level)
                goto bad;
            module = PyObject_CallFunctionObjArgs(py_import,
                name, global_dict, empty_dict, list, py_level, NULL);
            Py_DECREF(py_level);
        }
    }
    #else
    if (level>0) {
        PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4.");
        goto bad;
    }
    module = PyObject_CallFunctionObjArgs(py_import,
        name, global_dict, empty_dict, list, NULL);
    #endif
bad:
    Py_XDECREF(empty_list);
    Py_XDECREF(py_import);
    Py_XDECREF(empty_dict);
    return module;
}

static CYTHON_INLINE void __Pyx_RaiseImportError(PyObject *name) {
#if PY_MAJOR_VERSION < 3
    PyErr_Format(PyExc_ImportError, "cannot import name %.230s",
                 PyString_AsString(name));
#else
    PyErr_Format(PyExc_ImportError, "cannot import name %S", name);
#endif
}

static PyObject *__Pyx_FindPy2Metaclass(PyObject *bases) {
    PyObject *metaclass;
#if PY_MAJOR_VERSION < 3
    if (PyTuple_Check(bases) && PyTuple_GET_SIZE(bases) > 0) {
        PyObject *base = PyTuple_GET_ITEM(bases, 0);
        metaclass = PyObject_GetAttrString(base, (char *)"__class__");
        if (!metaclass) {
            PyErr_Clear();
            metaclass = (PyObject*) Py_TYPE(base);
        }
    } else {
        metaclass = (PyObject *) &PyClass_Type;
    }
#else
    if (PyTuple_Check(bases) && PyTuple_GET_SIZE(bases) > 0) {
        PyObject *base = PyTuple_GET_ITEM(bases, 0);
        metaclass = (PyObject*) Py_TYPE(base);
    } else {
        metaclass = (PyObject *) &PyType_Type;
    }
#endif
    Py_INCREF(metaclass);
    return metaclass;
}

static PyObject *__Pyx_CreateClass(PyObject *bases, PyObject *dict, PyObject *name,
                                   PyObject *modname) {
    PyObject *result;
    PyObject *metaclass;
    if (PyDict_SetItemString(dict, "__module__", modname) < 0)
        return NULL;
    metaclass = PyDict_GetItemString(dict, "__metaclass__");
    if (metaclass) {
        Py_INCREF(metaclass);
    } else {
        metaclass = __Pyx_FindPy2Metaclass(bases);
    }
    result = PyObject_CallFunctionObjArgs(metaclass, name, bases, dict, NULL);
    Py_DECREF(metaclass);
    return result;
}

static CYTHON_INLINE npy_int64 __Pyx_PyInt_from_py_npy_int64(PyObject* x) {
    const npy_int64 neg_one = (npy_int64)-1, const_zero = (npy_int64)0;
    const int is_unsigned = const_zero < neg_one;
    if (sizeof(npy_int64) == sizeof(char)) {
        if (is_unsigned)
            return (npy_int64)__Pyx_PyInt_AsUnsignedChar(x);
        else
            return (npy_int64)__Pyx_PyInt_AsSignedChar(x);
    } else if (sizeof(npy_int64) == sizeof(short)) {
        if (is_unsigned)
            return (npy_int64)__Pyx_PyInt_AsUnsignedShort(x);
        else
            return (npy_int64)__Pyx_PyInt_AsSignedShort(x);
    } else if (sizeof(npy_int64) == sizeof(int)) {
        if (is_unsigned)
            return (npy_int64)__Pyx_PyInt_AsUnsignedInt(x);
        else
            return (npy_int64)__Pyx_PyInt_AsSignedInt(x);
    } else if (sizeof(npy_int64) == sizeof(long)) {
        if (is_unsigned)
            return (npy_int64)__Pyx_PyInt_AsUnsignedLong(x);
        else
            return (npy_int64)__Pyx_PyInt_AsSignedLong(x);
    } else if (sizeof(npy_int64) == sizeof(PY_LONG_LONG)) {
        if (is_unsigned)
            return (npy_int64)__Pyx_PyInt_AsUnsignedLongLong(x);
        else
            return (npy_int64)__Pyx_PyInt_AsSignedLongLong(x);
    }  else {
        #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
        PyErr_SetString(PyExc_RuntimeError,
                        "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
        #else
        npy_int64 val;
        PyObject *v = __Pyx_PyNumber_Int(x);
        #if PY_VERSION_HEX < 0x03000000
        if (likely(v) && !PyLong_Check(v)) {
            PyObject *tmp = v;
            v = PyNumber_Long(tmp);
            Py_DECREF(tmp);
        }
        #endif
        if (likely(v)) {
            int one = 1; int is_little = (int)*(unsigned char *)&one;
            unsigned char *bytes = (unsigned char *)&val;
            int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                          bytes, sizeof(val),
                                          is_little, !is_unsigned);
            Py_DECREF(v);
            if (likely(!ret))
                return val;
        }
        #endif
        return (npy_int64)-1;
    }
}

#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3
static PyObject *__Pyx_GetStdout(void) {
    PyObject *f = PySys_GetObject((char *)"stdout");
    if (!f) {
        PyErr_SetString(PyExc_RuntimeError, "lost sys.stdout");
    }
    return f;
}
static int __Pyx_Print(PyObject* f, PyObject *arg_tuple, int newline) {
    int i;
    if (!f) {
        if (!(f = __Pyx_GetStdout()))
            return -1;
    }
    Py_INCREF(f);
    for (i=0; i < PyTuple_GET_SIZE(arg_tuple); i++) {
        PyObject* v;
        if (PyFile_SoftSpace(f, 1)) {
            if (PyFile_WriteString(" ", f) < 0)
                goto error;
        }
        v = PyTuple_GET_ITEM(arg_tuple, i);
        if (PyFile_WriteObject(v, f, Py_PRINT_RAW) < 0)
            goto error;
        if (PyString_Check(v)) {
            char *s = PyString_AsString(v);
            Py_ssize_t len = PyString_Size(v);
            if (len > 0 &&
                isspace(Py_CHARMASK(s[len-1])) &&
                s[len-1] != ' ')
                    PyFile_SoftSpace(f, 0);
        }
    }
    if (newline) {
        if (PyFile_WriteString("\n", f) < 0)
            goto error;
        PyFile_SoftSpace(f, 0);
    }
    Py_DECREF(f);
    return 0;
error:
    Py_DECREF(f);
    return -1;
}
#else /* Python 3 has a print function */
static int __Pyx_Print(PyObject* stream, PyObject *arg_tuple, int newline) {
    PyObject* kwargs = 0;
    PyObject* result = 0;
    PyObject* end_string;
    if (unlikely(!__pyx_print)) {
        __pyx_print = __Pyx_GetAttrString(__pyx_b, "print");
        if (!__pyx_print)
            return -1;
    }
    if (stream) {
        kwargs = PyDict_New();
        if (unlikely(!kwargs))
            return -1;
        if (unlikely(PyDict_SetItemString(kwargs, "file", stream) < 0))
            goto bad;
        if (!newline) {
            end_string = PyUnicode_FromStringAndSize(" ", 1);
            if (unlikely(!end_string))
                goto bad;
            if (PyDict_SetItemString(kwargs, "end", end_string) < 0) {
                Py_DECREF(end_string);
                goto bad;
            }
            Py_DECREF(end_string);
        }
    } else if (!newline) {
        if (unlikely(!__pyx_print_kwargs)) {
            __pyx_print_kwargs = PyDict_New();
            if (unlikely(!__pyx_print_kwargs))
                return -1;
            end_string = PyUnicode_FromStringAndSize(" ", 1);
            if (unlikely(!end_string))
                return -1;
            if (PyDict_SetItemString(__pyx_print_kwargs, "end", end_string) < 0) {
                Py_DECREF(end_string);
                return -1;
            }
            Py_DECREF(end_string);
        }
        kwargs = __pyx_print_kwargs;
    }
    result = PyObject_Call(__pyx_print, arg_tuple, kwargs);
    if (unlikely(kwargs) && (kwargs != __pyx_print_kwargs))
        Py_DECREF(kwargs);
    if (!result)
        return -1;
    Py_DECREF(result);
    return 0;
bad:
    if (kwargs != __pyx_print_kwargs)
        Py_XDECREF(kwargs);
    return -1;
}
#endif

#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3
static int __Pyx_PrintOne(PyObject* f, PyObject *o) {
    if (!f) {
        if (!(f = __Pyx_GetStdout()))
            return -1;
    }
    Py_INCREF(f);
    if (PyFile_SoftSpace(f, 0)) {
        if (PyFile_WriteString(" ", f) < 0)
            goto error;
    }
    if (PyFile_WriteObject(o, f, Py_PRINT_RAW) < 0)
        goto error;
    if (PyFile_WriteString("\n", f) < 0)
        goto error;
    Py_DECREF(f);
    return 0;
error:
    Py_DECREF(f);
    return -1;
    /* the line below is just to avoid C compiler
     * warnings about unused functions */
    return __Pyx_Print(f, NULL, 0);
}
#else /* Python 3 has a print function */
static int __Pyx_PrintOne(PyObject* stream, PyObject *o) {
    int res;
    PyObject* arg_tuple = PyTuple_Pack(1, o);
    if (unlikely(!arg_tuple))
        return -1;
    res = __Pyx_Print(stream, arg_tuple, 1);
    Py_DECREF(arg_tuple);
    return res;
}
#endif

static CYTHON_INLINE npy_uint8 __Pyx_PyInt_from_py_npy_uint8(PyObject* x) {
    const npy_uint8 neg_one = (npy_uint8)-1, const_zero = (npy_uint8)0;
    const int is_unsigned = const_zero < neg_one;
    if (sizeof(npy_uint8) == sizeof(char)) {
        if (is_unsigned)
            return (npy_uint8)__Pyx_PyInt_AsUnsignedChar(x);
        else
            return (npy_uint8)__Pyx_PyInt_AsSignedChar(x);
    } else if (sizeof(npy_uint8) == sizeof(short)) {
        if (is_unsigned)
            return (npy_uint8)__Pyx_PyInt_AsUnsignedShort(x);
        else
            return (npy_uint8)__Pyx_PyInt_AsSignedShort(x);
    } else if (sizeof(npy_uint8) == sizeof(int)) {
        if (is_unsigned)
            return (npy_uint8)__Pyx_PyInt_AsUnsignedInt(x);
        else
            return (npy_uint8)__Pyx_PyInt_AsSignedInt(x);
    } else if (sizeof(npy_uint8) == sizeof(long)) {
        if (is_unsigned)
            return (npy_uint8)__Pyx_PyInt_AsUnsignedLong(x);
        else
            return (npy_uint8)__Pyx_PyInt_AsSignedLong(x);
    } else if (sizeof(npy_uint8) == sizeof(PY_LONG_LONG)) {
        if (is_unsigned)
            return (npy_uint8)__Pyx_PyInt_AsUnsignedLongLong(x);
        else
            return (npy_uint8)__Pyx_PyInt_AsSignedLongLong(x);
    }  else {
        #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
        PyErr_SetString(PyExc_RuntimeError,
                        "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
        #else
        npy_uint8 val;
        PyObject *v = __Pyx_PyNumber_Int(x);
        #if PY_VERSION_HEX < 0x03000000
        if (likely(v) && !PyLong_Check(v)) {
            PyObject *tmp = v;
            v = PyNumber_Long(tmp);
            Py_DECREF(tmp);
        }
        #endif
        if (likely(v)) {
            int one = 1; int is_little = (int)*(unsigned char *)&one;
            unsigned char *bytes = (unsigned char *)&val;
            int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                          bytes, sizeof(val),
                                          is_little, !is_unsigned);
            Py_DECREF(v);
            if (likely(!ret))
                return val;
        }
        #endif
        return (npy_uint8)-1;
    }
}

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return ::std::complex< float >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return x + y*(__pyx_t_float_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      __pyx_t_float_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

#if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        float denom = b.real * b.real + b.imag * b.imag;
        z.real = (a.real * b.real + a.imag * b.imag) / denom;
        z.imag = (a.imag * b.real - a.real * b.imag) / denom;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrtf(z.real*z.real + z.imag*z.imag);
          #else
            return hypotf(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
            __pyx_t_float_complex z;
            float r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    float denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(a, a);
                    case 3:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(z, a);
                    case 4:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                }
                r = a.real;
                theta = 0;
            } else {
                r = __Pyx_c_absf(a);
                theta = atan2f(a.imag, a.real);
            }
            lnr = logf(r);
            z_r = expf(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cosf(z_theta);
            z.imag = z_r * sinf(z_theta);
            return z;
        }
    #endif
#endif

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return ::std::complex< double >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return x + y*(__pyx_t_double_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      __pyx_t_double_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

#if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        double denom = b.real * b.real + b.imag * b.imag;
        z.real = (a.real * b.real + a.imag * b.imag) / denom;
        z.imag = (a.imag * b.real - a.real * b.imag) / denom;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrt(z.real*z.real + z.imag*z.imag);
          #else
            return hypot(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) {
            __pyx_t_double_complex z;
            double r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    double denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(a, a);
                    case 3:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(z, a);
                    case 4:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                }
                r = a.real;
                theta = 0;
            } else {
                r = __Pyx_c_abs(a);
                theta = atan2(a.imag, a.real);
            }
            lnr = log(r);
            z_r = exp(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cos(z_theta);
            z.imag = z_r * sin(z_theta);
            return z;
        }
    #endif
#endif

static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) {
    const unsigned char neg_one = (unsigned char)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(unsigned char) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(unsigned char)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to unsigned char" :
                    "value too large to convert to unsigned char");
            }
            return (unsigned char)-1;
        }
        return (unsigned char)val;
    }
    return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x);
}

static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) {
    const unsigned short neg_one = (unsigned short)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(unsigned short) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(unsigned short)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to unsigned short" :
                    "value too large to convert to unsigned short");
            }
            return (unsigned short)-1;
        }
        return (unsigned short)val;
    }
    return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x);
}

static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) {
    const unsigned int neg_one = (unsigned int)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(unsigned int) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(unsigned int)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to unsigned int" :
                    "value too large to convert to unsigned int");
            }
            return (unsigned int)-1;
        }
        return (unsigned int)val;
    }
    return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x);
}

static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) {
    const char neg_one = (char)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(char) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(char)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to char" :
                    "value too large to convert to char");
            }
            return (char)-1;
        }
        return (char)val;
    }
    return (char)__Pyx_PyInt_AsLong(x);
}

static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) {
    const short neg_one = (short)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(short) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(short)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to short" :
                    "value too large to convert to short");
            }
            return (short)-1;
        }
        return (short)val;
    }
    return (short)__Pyx_PyInt_AsLong(x);
}

static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) {
    const int neg_one = (int)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(int) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(int)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to int" :
                    "value too large to convert to int");
            }
            return (int)-1;
        }
        return (int)val;
    }
    return (int)__Pyx_PyInt_AsLong(x);
}

static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) {
    const signed char neg_one = (signed char)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(signed char) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(signed char)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to signed char" :
                    "value too large to convert to signed char");
            }
            return (signed char)-1;
        }
        return (signed char)val;
    }
    return (signed char)__Pyx_PyInt_AsSignedLong(x);
}

static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) {
    const signed short neg_one = (signed short)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(signed short) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(signed short)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to signed short" :
                    "value too large to convert to signed short");
            }
            return (signed short)-1;
        }
        return (signed short)val;
    }
    return (signed short)__Pyx_PyInt_AsSignedLong(x);
}

static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) {
    const signed int neg_one = (signed int)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(signed int) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(signed int)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to signed int" :
                    "value too large to convert to signed int");
            }
            return (signed int)-1;
        }
        return (signed int)val;
    }
    return (signed int)__Pyx_PyInt_AsSignedLong(x);
}

static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) {
    const int neg_one = (int)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(int) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(int)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to int" :
                    "value too large to convert to int");
            }
            return (int)-1;
        }
        return (int)val;
    }
    return (int)__Pyx_PyInt_AsLong(x);
}

static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) {
    const unsigned long neg_one = (unsigned long)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to unsigned long");
            return (unsigned long)-1;
        }
        return (unsigned long)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to unsigned long");
                return (unsigned long)-1;
            }
            return (unsigned long)PyLong_AsUnsignedLong(x);
        } else {
            return (unsigned long)PyLong_AsLong(x);
        }
    } else {
        unsigned long val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (unsigned long)-1;
        val = __Pyx_PyInt_AsUnsignedLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) {
    const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to unsigned PY_LONG_LONG");
            return (unsigned PY_LONG_LONG)-1;
        }
        return (unsigned PY_LONG_LONG)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to unsigned PY_LONG_LONG");
                return (unsigned PY_LONG_LONG)-1;
            }
            return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
        } else {
            return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x);
        }
    } else {
        unsigned PY_LONG_LONG val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (unsigned PY_LONG_LONG)-1;
        val = __Pyx_PyInt_AsUnsignedLongLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) {
    const long neg_one = (long)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to long");
            return (long)-1;
        }
        return (long)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to long");
                return (long)-1;
            }
            return (long)PyLong_AsUnsignedLong(x);
        } else {
            return (long)PyLong_AsLong(x);
        }
    } else {
        long val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (long)-1;
        val = __Pyx_PyInt_AsLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) {
    const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to PY_LONG_LONG");
            return (PY_LONG_LONG)-1;
        }
        return (PY_LONG_LONG)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to PY_LONG_LONG");
                return (PY_LONG_LONG)-1;
            }
            return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
        } else {
            return (PY_LONG_LONG)PyLong_AsLongLong(x);
        }
    } else {
        PY_LONG_LONG val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (PY_LONG_LONG)-1;
        val = __Pyx_PyInt_AsLongLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) {
    const signed long neg_one = (signed long)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to signed long");
            return (signed long)-1;
        }
        return (signed long)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to signed long");
                return (signed long)-1;
            }
            return (signed long)PyLong_AsUnsignedLong(x);
        } else {
            return (signed long)PyLong_AsLong(x);
        }
    } else {
        signed long val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (signed long)-1;
        val = __Pyx_PyInt_AsSignedLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) {
    const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to signed PY_LONG_LONG");
            return (signed PY_LONG_LONG)-1;
        }
        return (signed PY_LONG_LONG)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to signed PY_LONG_LONG");
                return (signed PY_LONG_LONG)-1;
            }
            return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
        } else {
            return (signed PY_LONG_LONG)PyLong_AsLongLong(x);
        }
    } else {
        signed PY_LONG_LONG val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (signed PY_LONG_LONG)-1;
        val = __Pyx_PyInt_AsSignedLongLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
                                  CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) {
    PyObject *old_exc, *old_val, *old_tb;
    PyObject *ctx;
    __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
    #if PY_MAJOR_VERSION < 3
    ctx = PyString_FromString(name);
    #else
    ctx = PyUnicode_FromString(name);
    #endif
    __Pyx_ErrRestore(old_exc, old_val, old_tb);
    if (!ctx) {
        PyErr_WriteUnraisable(Py_None);
    } else {
        PyErr_WriteUnraisable(ctx);
        Py_DECREF(ctx);
    }
}

static int __Pyx_check_binary_version(void) {
    char ctversion[4], rtversion[4];
    PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
    if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
        char message[200];
        PyOS_snprintf(message, sizeof(message),
                      "compiletime version %s of module '%.100s' "
                      "does not match runtime version %s",
                      ctversion, __Pyx_MODULE_NAME, rtversion);
        #if PY_VERSION_HEX < 0x02050000
        return PyErr_Warn(NULL, message);
        #else
        return PyErr_WarnEx(NULL, message, 1);
        #endif
    }
    return 0;
}

static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0)
    PyObject *ob = PyCapsule_New(vtable, 0, 0);
#else
    PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
#endif
    if (!ob)
        goto bad;
    if (PyDict_SetItemString(dict, "__pyx_vtable__", ob) < 0)
        goto bad;
    Py_DECREF(ob);
    return 0;
bad:
    Py_XDECREF(ob);
    return -1;
}

#ifndef __PYX_HAVE_RT_ImportModule
#define __PYX_HAVE_RT_ImportModule
static PyObject *__Pyx_ImportModule(const char *name) {
    PyObject *py_name = 0;
    PyObject *py_module = 0;
    py_name = __Pyx_PyIdentifier_FromString(name);
    if (!py_name)
        goto bad;
    py_module = PyImport_Import(py_name);
    Py_DECREF(py_name);
    return py_module;
bad:
    Py_XDECREF(py_name);
    return 0;
}
#endif

#ifndef __PYX_HAVE_RT_ImportType
#define __PYX_HAVE_RT_ImportType
static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name,
    size_t size, int strict)
{
    PyObject *py_module = 0;
    PyObject *result = 0;
    PyObject *py_name = 0;
    char warning[200];
    py_module = __Pyx_ImportModule(module_name);
    if (!py_module)
        goto bad;
    py_name = __Pyx_PyIdentifier_FromString(class_name);
    if (!py_name)
        goto bad;
    result = PyObject_GetAttr(py_module, py_name);
    Py_DECREF(py_name);
    py_name = 0;
    Py_DECREF(py_module);
    py_module = 0;
    if (!result)
        goto bad;
    if (!PyType_Check(result)) {
        PyErr_Format(PyExc_TypeError,
            "%s.%s is not a type object",
            module_name, class_name);
        goto bad;
    }
    if (!strict && (size_t)((PyTypeObject *)result)->tp_basicsize > size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility",
            module_name, class_name);
        #if PY_VERSION_HEX < 0x02050000
        if (PyErr_Warn(NULL, warning) < 0) goto bad;
        #else
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
        #endif
    }
    else if ((size_t)((PyTypeObject *)result)->tp_basicsize != size) {
        PyErr_Format(PyExc_ValueError,
            "%s.%s has the wrong size, try recompiling",
            module_name, class_name);
        goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(py_module);
    Py_XDECREF(result);
    return NULL;
}
#endif

static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
    int start = 0, mid = 0, end = count - 1;
    if (end >= 0 && code_line > entries[end].code_line) {
        return count;
    }
    while (start < end) {
        mid = (start + end) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static PyCodeObject *__pyx_find_code_object(int code_line) {
    PyCodeObject* code_object;
    int pos;
    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
        return NULL;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
        return NULL;
    }
    code_object = __pyx_code_cache.entries[pos].code_object;
    Py_INCREF(code_object);
    return code_object;
}
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
    int pos, i;
    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
    if (unlikely(!code_line)) {
        return;
    }
    if (unlikely(!entries)) {
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
        if (likely(entries)) {
            __pyx_code_cache.entries = entries;
            __pyx_code_cache.max_count = 64;
            __pyx_code_cache.count = 1;
            entries[0].code_line = code_line;
            entries[0].code_object = code_object;
            Py_INCREF(code_object);
        }
        return;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
        PyCodeObject* tmp = entries[pos].code_object;
        entries[pos].code_object = code_object;
        Py_DECREF(tmp);
        return;
    }
    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
        int new_max = __pyx_code_cache.max_count + 64;
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
            __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry));
        if (unlikely(!entries)) {
            return;
        }
        __pyx_code_cache.entries = entries;
        __pyx_code_cache.max_count = new_max;
    }
    for (i=__pyx_code_cache.count; i>pos; i--) {
        entries[i] = entries[i-1];
    }
    entries[pos].code_line = code_line;
    entries[pos].code_object = code_object;
    __pyx_code_cache.count++;
    Py_INCREF(code_object);
}

#include "compile.h"
#include "frameobject.h"
#include "traceback.h"
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyObject *py_srcfile = 0;
    PyObject *py_funcname = 0;
    #if PY_MAJOR_VERSION < 3
    py_srcfile = PyString_FromString(filename);
    #else
    py_srcfile = PyUnicode_FromString(filename);
    #endif
    if (!py_srcfile) goto bad;
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        #else
        py_funcname = PyUnicode_FromString(funcname);
        #endif
    }
    if (!py_funcname) goto bad;
    py_code = __Pyx_PyCode_New(
        0,            /*int argcount,*/
        0,            /*int kwonlyargcount,*/
        0,            /*int nlocals,*/
        0,            /*int stacksize,*/
        0,            /*int flags,*/
        __pyx_empty_bytes, /*PyObject *code,*/
        __pyx_empty_tuple, /*PyObject *consts,*/
        __pyx_empty_tuple, /*PyObject *names,*/
        __pyx_empty_tuple, /*PyObject *varnames,*/
        __pyx_empty_tuple, /*PyObject *freevars,*/
        __pyx_empty_tuple, /*PyObject *cellvars,*/
        py_srcfile,   /*PyObject *filename,*/
        py_funcname,  /*PyObject *name,*/
        py_line,      /*int firstlineno,*/
        __pyx_empty_bytes  /*PyObject *lnotab*/
    );
    Py_DECREF(py_srcfile);
    Py_DECREF(py_funcname);
    return py_code;
bad:
    Py_XDECREF(py_srcfile);
    Py_XDECREF(py_funcname);
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyObject *py_globals = 0;
    PyFrameObject *py_frame = 0;
    py_code = __pyx_find_code_object(c_line ? c_line : py_line);
    if (!py_code) {
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) goto bad;
        __pyx_insert_code_object(c_line ? c_line : py_line, py_code);
    }
    py_globals = PyModule_GetDict(__pyx_m);
    if (!py_globals) goto bad;
    py_frame = PyFrame_New(
        PyThreadState_GET(), /*PyThreadState *tstate,*/
        py_code,             /*PyCodeObject *code,*/
        py_globals,          /*PyObject *globals,*/
        0                    /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    py_frame->f_lineno = py_line;
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}

static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION < 3
        if (t->is_unicode) {
            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
        } else if (t->intern) {
            *t->p = PyString_InternFromString(t->s);
        } else {
            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
        }
        #else  /* Python 3+ has unicode identifiers */
        if (t->is_unicode | t->is_str) {
            if (t->intern) {
                *t->p = PyUnicode_InternFromString(t->s);
            } else if (t->encoding) {
                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
            } else {
                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
            }
        } else {
            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
        }
        #endif
        if (!*t->p)
            return -1;
        ++t;
    }
    return 0;
}


/* Type Conversion Functions */

static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}

static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) {
  PyNumberMethods *m;
  const char *name = NULL;
  PyObject *res = NULL;
#if PY_VERSION_HEX < 0x03000000
  if (PyInt_Check(x) || PyLong_Check(x))
#else
  if (PyLong_Check(x))
#endif
    return Py_INCREF(x), x;
  m = Py_TYPE(x)->tp_as_number;
#if PY_VERSION_HEX < 0x03000000
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = PyNumber_Long(x);
  }
#else
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Long(x);
  }
#endif
  if (res) {
#if PY_VERSION_HEX < 0x03000000
    if (!PyInt_Check(res) && !PyLong_Check(res)) {
#else
    if (!PyLong_Check(res)) {
#endif
      PyErr_Format(PyExc_TypeError,
                   "__%s__ returned non-%s (type %.200s)",
                   name, name, Py_TYPE(res)->tp_name);
      Py_DECREF(res);
      return NULL;
    }
  }
  else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError,
                    "an integer is required");
  }
  return res;
}

static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject* x = PyNumber_Index(b);
  if (!x) return -1;
  ival = PyInt_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}

static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
#if PY_VERSION_HEX < 0x02050000
   if (ival <= LONG_MAX)
       return PyInt_FromLong((long)ival);
   else {
       unsigned char *bytes = (unsigned char *) &ival;
       int one = 1; int little = (int)*(unsigned char*)&one;
       return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0);
   }
#else
   return PyInt_FromSize_t(ival);
#endif
}

static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) {
   unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x);
   if (unlikely(val == (unsigned PY_LONG_LONG)-1 && PyErr_Occurred())) {
       return (size_t)-1;
   } else if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) {
       PyErr_SetString(PyExc_OverflowError,
                       "value too large to convert to size_t");
       return (size_t)-1;
   }
   return (size_t)val;
}


#endif /* Py_PYTHON_H */
