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author | nkozlovskiy <nmk@ydb.tech> | 2023-09-29 12:24:06 +0300 |
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committer | nkozlovskiy <nmk@ydb.tech> | 2023-09-29 12:41:34 +0300 |
commit | e0e3e1717e3d33762ce61950504f9637a6e669ed (patch) | |
tree | bca3ff6939b10ed60c3d5c12439963a1146b9711 /contrib/tools/python3/src/Python/suggestions.c | |
parent | 38f2c5852db84c7b4d83adfcb009eb61541d1ccd (diff) | |
download | ydb-e0e3e1717e3d33762ce61950504f9637a6e669ed.tar.gz |
add ydb deps
Diffstat (limited to 'contrib/tools/python3/src/Python/suggestions.c')
-rw-r--r-- | contrib/tools/python3/src/Python/suggestions.c | 298 |
1 files changed, 298 insertions, 0 deletions
diff --git a/contrib/tools/python3/src/Python/suggestions.c b/contrib/tools/python3/src/Python/suggestions.c new file mode 100644 index 0000000000..5a4cf93246 --- /dev/null +++ b/contrib/tools/python3/src/Python/suggestions.c @@ -0,0 +1,298 @@ +#include "Python.h" +#include "pycore_frame.h" + +#include "pycore_pyerrors.h" +#include "pycore_code.h" // _PyCode_GetVarnames() + +#define MAX_CANDIDATE_ITEMS 750 +#define MAX_STRING_SIZE 40 + +#define MOVE_COST 2 +#define CASE_COST 1 + +#define LEAST_FIVE_BITS(n) ((n) & 31) + +static inline int +substitution_cost(char a, char b) +{ + if (LEAST_FIVE_BITS(a) != LEAST_FIVE_BITS(b)) { + // Not the same, not a case flip. + return MOVE_COST; + } + if (a == b) { + return 0; + } + if ('A' <= a && a <= 'Z') { + a += ('a' - 'A'); + } + if ('A' <= b && b <= 'Z') { + b += ('a' - 'A'); + } + if (a == b) { + return CASE_COST; + } + return MOVE_COST; +} + +/* Calculate the Levenshtein distance between string1 and string2 */ +static Py_ssize_t +levenshtein_distance(const char *a, size_t a_size, + const char *b, size_t b_size, + size_t max_cost) +{ + static size_t buffer[MAX_STRING_SIZE]; + + // Both strings are the same (by identity) + if (a == b) { + return 0; + } + + // Trim away common affixes. + while (a_size && b_size && a[0] == b[0]) { + a++; a_size--; + b++; b_size--; + } + while (a_size && b_size && a[a_size-1] == b[b_size-1]) { + a_size--; + b_size--; + } + if (a_size == 0 || b_size == 0) { + return (a_size + b_size) * MOVE_COST; + } + if (a_size > MAX_STRING_SIZE || b_size > MAX_STRING_SIZE) { + return max_cost + 1; + } + + // Prefer shorter buffer + if (b_size < a_size) { + const char *t = a; a = b; b = t; + size_t t_size = a_size; a_size = b_size; b_size = t_size; + } + + // quick fail when a match is impossible. + if ((b_size - a_size) * MOVE_COST > max_cost) { + return max_cost + 1; + } + + // Instead of producing the whole traditional len(a)-by-len(b) + // matrix, we can update just one row in place. + // Initialize the buffer row + size_t tmp = MOVE_COST; + for (size_t i = 0; i < a_size; i++) { + // cost from b[:0] to a[:i+1] + buffer[i] = tmp; + tmp += MOVE_COST; + } + + size_t result = 0; + for (size_t b_index = 0; b_index < b_size; b_index++) { + char code = b[b_index]; + // cost(b[:b_index], a[:0]) == b_index * MOVE_COST + size_t distance = result = b_index * MOVE_COST; + size_t minimum = SIZE_MAX; + for (size_t index = 0; index < a_size; index++) { + + // cost(b[:b_index+1], a[:index+1]) = min( + // // 1) substitute + // cost(b[:b_index], a[:index]) + // + substitution_cost(b[b_index], a[index]), + // // 2) delete from b + // cost(b[:b_index], a[:index+1]) + MOVE_COST, + // // 3) delete from a + // cost(b[:b_index+1], a[index]) + MOVE_COST + // ) + + // 1) Previous distance in this row is cost(b[:b_index], a[:index]) + size_t substitute = distance + substitution_cost(code, a[index]); + // 2) cost(b[:b_index], a[:index+1]) from previous row + distance = buffer[index]; + // 3) existing result is cost(b[:b_index+1], a[index]) + + size_t insert_delete = Py_MIN(result, distance) + MOVE_COST; + result = Py_MIN(insert_delete, substitute); + + // cost(b[:b_index+1], a[:index+1]) + buffer[index] = result; + if (result < minimum) { + minimum = result; + } + } + if (minimum > max_cost) { + // Everything in this row is too big, so bail early. + return max_cost + 1; + } + } + return result; +} + +static inline PyObject * +calculate_suggestions(PyObject *dir, + PyObject *name) +{ + assert(!PyErr_Occurred()); + assert(PyList_CheckExact(dir)); + + Py_ssize_t dir_size = PyList_GET_SIZE(dir); + if (dir_size >= MAX_CANDIDATE_ITEMS) { + return NULL; + } + + Py_ssize_t suggestion_distance = PY_SSIZE_T_MAX; + PyObject *suggestion = NULL; + Py_ssize_t name_size; + const char *name_str = PyUnicode_AsUTF8AndSize(name, &name_size); + if (name_str == NULL) { + return NULL; + } + + for (int i = 0; i < dir_size; ++i) { + PyObject *item = PyList_GET_ITEM(dir, i); + if (_PyUnicode_Equal(name, item)) { + continue; + } + Py_ssize_t item_size; + const char *item_str = PyUnicode_AsUTF8AndSize(item, &item_size); + if (item_str == NULL) { + return NULL; + } + // No more than 1/3 of the involved characters should need changed. + Py_ssize_t max_distance = (name_size + item_size + 3) * MOVE_COST / 6; + // Don't take matches we've already beaten. + max_distance = Py_MIN(max_distance, suggestion_distance - 1); + Py_ssize_t current_distance = + levenshtein_distance(name_str, name_size, + item_str, item_size, max_distance); + if (current_distance > max_distance) { + continue; + } + if (!suggestion || current_distance < suggestion_distance) { + suggestion = item; + suggestion_distance = current_distance; + } + } + Py_XINCREF(suggestion); + return suggestion; +} + +static PyObject * +offer_suggestions_for_attribute_error(PyAttributeErrorObject *exc) +{ + PyObject *name = exc->name; // borrowed reference + PyObject *obj = exc->obj; // borrowed reference + + // Abort if we don't have an attribute name or we have an invalid one + if (name == NULL || obj == NULL || !PyUnicode_CheckExact(name)) { + return NULL; + } + + PyObject *dir = PyObject_Dir(obj); + if (dir == NULL) { + return NULL; + } + + PyObject *suggestions = calculate_suggestions(dir, name); + Py_DECREF(dir); + return suggestions; +} + + +static PyObject * +offer_suggestions_for_name_error(PyNameErrorObject *exc) +{ + PyObject *name = exc->name; // borrowed reference + PyTracebackObject *traceback = (PyTracebackObject *) exc->traceback; // borrowed reference + // Abort if we don't have a variable name or we have an invalid one + // or if we don't have a traceback to work with + if (name == NULL || !PyUnicode_CheckExact(name) || + traceback == NULL || !Py_IS_TYPE(traceback, &PyTraceBack_Type) + ) { + return NULL; + } + + // Move to the traceback of the exception + while (1) { + PyTracebackObject *next = traceback->tb_next; + if (next == NULL || !Py_IS_TYPE(next, &PyTraceBack_Type)) { + break; + } + else { + traceback = next; + } + } + + PyFrameObject *frame = traceback->tb_frame; + assert(frame != NULL); + PyCodeObject *code = PyFrame_GetCode(frame); + assert(code != NULL && code->co_localsplusnames != NULL); + PyObject *varnames = _PyCode_GetVarnames(code); + Py_DECREF(code); + if (varnames == NULL) { + return NULL; + } + PyObject *dir = PySequence_List(varnames); + Py_DECREF(varnames); + if (dir == NULL) { + return NULL; + } + + PyObject *suggestions = calculate_suggestions(dir, name); + Py_DECREF(dir); + if (suggestions != NULL|| PyErr_Occurred()) { + return suggestions; + } + + dir = PySequence_List(frame->f_frame->f_globals); + if (dir == NULL) { + return NULL; + } + suggestions = calculate_suggestions(dir, name); + Py_DECREF(dir); + if (suggestions != NULL || PyErr_Occurred()) { + return suggestions; + } + + dir = PySequence_List(frame->f_frame->f_builtins); + if (dir == NULL) { + return NULL; + } + suggestions = calculate_suggestions(dir, name); + Py_DECREF(dir); + + return suggestions; +} + +// Offer suggestions for a given exception. Returns a python string object containing the +// suggestions. This function returns NULL if no suggestion was found or if an exception happened, +// users must call PyErr_Occurred() to disambiguate. +PyObject * +_Py_Offer_Suggestions(PyObject *exception) +{ + PyObject *result = NULL; + assert(!PyErr_Occurred()); + if (Py_IS_TYPE(exception, (PyTypeObject*)PyExc_AttributeError)) { + result = offer_suggestions_for_attribute_error((PyAttributeErrorObject *) exception); + } else if (Py_IS_TYPE(exception, (PyTypeObject*)PyExc_NameError)) { + result = offer_suggestions_for_name_error((PyNameErrorObject *) exception); + } + return result; +} + +Py_ssize_t +_Py_UTF8_Edit_Cost(PyObject *a, PyObject *b, Py_ssize_t max_cost) +{ + assert(PyUnicode_Check(a) && PyUnicode_Check(b)); + Py_ssize_t size_a, size_b; + const char *utf8_a = PyUnicode_AsUTF8AndSize(a, &size_a); + if (utf8_a == NULL) { + return -1; + } + const char *utf8_b = PyUnicode_AsUTF8AndSize(b, &size_b); + if (utf8_b == NULL) { + return -1; + } + if (max_cost == -1) { + max_cost = MOVE_COST * Py_MAX(size_a, size_b); + } + return levenshtein_distance(utf8_a, size_a, utf8_b, size_b, max_cost); +} + |