Modules/_xxtestfuzz/fuzzer.c

/* A fuzz test for CPython.

  The only exposed function is LLVMFuzzerTestOneInput, which is called by
  fuzzers and by the _fuzz module for smoke tests.

  To build exactly one fuzz test, as when running in oss-fuzz etc.,
  build with -D _Py_FUZZ_ONE and -D _Py_FUZZ_<test_name>. e.g. to build
  LLVMFuzzerTestOneInput to only run "fuzz_builtin_float", build this file with
      -D _Py_FUZZ_ONE -D _Py_FUZZ_fuzz_builtin_float.

  See the source code for LLVMFuzzerTestOneInput for details. */

#ifndef Py_BUILD_CORE_MODULE
#  define Py_BUILD_CORE_MODULE 1
#endif

#include <Python.h>
#include <stdlib.h>
#include <inttypes.h>

/*  Fuzz PyFloat_FromString as a proxy for float(str). */
static int fuzz_builtin_float(const char* data, size_t size) {
    PyObject* s = PyBytes_FromStringAndSize(data, size);
    if (s == NULL) return 0;
    PyObject* f = PyFloat_FromString(s);
    if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_ValueError)) {
        PyErr_Clear();
    }

    Py_XDECREF(f);
    Py_DECREF(s);
    return 0;
}

#define MAX_INT_TEST_SIZE 0x10000

/* Fuzz PyLong_FromUnicodeObject as a proxy for int(str). */
static int fuzz_builtin_int(const char* data, size_t size) {
    /* Ignore test cases with very long ints to avoid timeouts
       int("9" * 1000000) is not a very interesting test caase */
    if (size < 1 || size > MAX_INT_TEST_SIZE) {
        return 0;
    }
    // Use the first byte to pick a base
    int base = ((unsigned char) data[0]) % 37;
    if (base == 1) {
        // 1 is the only number between 0 and 36 that is not a valid base.
        base = 0;
    }

    data += 1;
    size -= 1;

    PyObject* s = PyUnicode_FromStringAndSize(data, size);
    if (s == NULL) {
        if (PyErr_ExceptionMatches(PyExc_UnicodeDecodeError)) {
            PyErr_Clear();
        }
        return 0;
    }
    PyObject* l = PyLong_FromUnicodeObject(s, base);
    if (l == NULL && PyErr_ExceptionMatches(PyExc_ValueError)) {
        PyErr_Clear();
    }
    PyErr_Clear();
    Py_XDECREF(l);
    Py_DECREF(s);
    return 0;
}

/* Fuzz PyUnicode_FromStringAndSize as a proxy for unicode(str). */
static int fuzz_builtin_unicode(const char* data, size_t size) {
    PyObject* s = PyUnicode_FromStringAndSize(data, size);
    if (s == NULL && PyErr_ExceptionMatches(PyExc_UnicodeDecodeError)) {
        PyErr_Clear();
    }
    Py_XDECREF(s);
    return 0;
}


PyObject* struct_unpack_method = NULL;
PyObject* struct_error = NULL;
/* Called by LLVMFuzzerTestOneInput for initialization */
static int init_struct_unpack(void) {
    /* Import struct.unpack */
    PyObject* struct_module = PyImport_ImportModule("struct");
    if (struct_module == NULL) {
        return 0;
    }
    struct_error = PyObject_GetAttrString(struct_module, "error");
    if (struct_error == NULL) {
        return 0;
    }
    struct_unpack_method = PyObject_GetAttrString(struct_module, "unpack");
    return struct_unpack_method != NULL;
}
/* Fuzz struct.unpack(x, y) */
static int fuzz_struct_unpack(const char* data, size_t size) {
    /* Everything up to the first null byte is considered the
       format. Everything after is the buffer */
    const char* first_null = memchr(data, '\0', size);
    if (first_null == NULL) {
        return 0;
    }

    size_t format_length = first_null - data;
    size_t buffer_length = size - format_length - 1;

    PyObject* pattern = PyBytes_FromStringAndSize(data, format_length);
    if (pattern == NULL) {
        return 0;
    }
    PyObject* buffer = PyBytes_FromStringAndSize(first_null + 1, buffer_length);
    if (buffer == NULL) {
        Py_DECREF(pattern);
        return 0;
    }

    PyObject* unpacked = PyObject_CallFunctionObjArgs(
        struct_unpack_method, pattern, buffer, NULL);
    /* Ignore any overflow errors, these are easily triggered accidentally */
    if (unpacked == NULL && PyErr_ExceptionMatches(PyExc_OverflowError)) {
        PyErr_Clear();
    }
    /* The pascal format string will throw a negative size when passing 0
       like: struct.unpack('0p', b'') */
    if (unpacked == NULL && PyErr_ExceptionMatches(PyExc_SystemError)) {
        PyErr_Clear();
    }
    /* Ignore any ValueError, these are triggered by non-ASCII format. */
    if (unpacked == NULL && PyErr_ExceptionMatches(PyExc_ValueError)) {
        PyErr_Clear();
    }
    /* Ignore any struct.error exceptions, these can be caused by invalid
       formats or incomplete buffers both of which are common. */
    if (unpacked == NULL && PyErr_ExceptionMatches(struct_error)) {
        PyErr_Clear();
    }

    Py_XDECREF(unpacked);
    Py_DECREF(pattern);
    Py_DECREF(buffer);
    return 0;
}


#define MAX_JSON_TEST_SIZE 0x100000

PyObject* json_loads_method = NULL;
/* Called by LLVMFuzzerTestOneInput for initialization */
static int init_json_loads(void) {
    /* Import json.loads */
    PyObject* json_module = PyImport_ImportModule("json");
    if (json_module == NULL) {
        return 0;
    }
    json_loads_method = PyObject_GetAttrString(json_module, "loads");
    return json_loads_method != NULL;
}
/* Fuzz json.loads(x) */
static int fuzz_json_loads(const char* data, size_t size) {
    /* Since python supports arbitrarily large ints in JSON,
       long inputs can lead to timeouts on boring inputs like
       `json.loads("9" * 100000)` */
    if (size > MAX_JSON_TEST_SIZE) {
        return 0;
    }
    PyObject* input_bytes = PyBytes_FromStringAndSize(data, size);
    if (input_bytes == NULL) {
        return 0;
    }
    PyObject* parsed = PyObject_CallOneArg(json_loads_method, input_bytes);
    if (parsed == NULL) {
        /* Ignore ValueError as the fuzzer will more than likely
           generate some invalid json and values */
        if (PyErr_ExceptionMatches(PyExc_ValueError) ||
        /* Ignore RecursionError as the fuzzer generates long sequences of
           arrays such as `[[[...` */
            PyErr_ExceptionMatches(PyExc_RecursionError) ||
        /* Ignore unicode errors, invalid byte sequences are common */
            PyErr_ExceptionMatches(PyExc_UnicodeDecodeError)
        ) {
            PyErr_Clear();
        }
    }
    Py_DECREF(input_bytes);
    Py_XDECREF(parsed);
    return 0;
}

#define MAX_RE_TEST_SIZE 0x10000

PyObject* re_compile_method = NULL;
PyObject* re_error_exception = NULL;
int RE_FLAG_DEBUG = 0;
/* Called by LLVMFuzzerTestOneInput for initialization */
static int init_sre_compile(void) {
    /* Import sre_compile.compile and sre.error */
    PyObject* re_module = PyImport_ImportModule("re");
    if (re_module == NULL) {
        return 0;
    }
    re_compile_method = PyObject_GetAttrString(re_module, "compile");
    if (re_compile_method == NULL) {
        return 0;
    }

    re_error_exception = PyObject_GetAttrString(re_module, "error");
    if (re_error_exception == NULL) {
        return 0;
    }
    PyObject* debug_flag = PyObject_GetAttrString(re_module, "DEBUG");
    if (debug_flag == NULL) {
        return 0;
    }
    RE_FLAG_DEBUG = PyLong_AsLong(debug_flag);
    return 1;
}
/* Fuzz re.compile(x) */
static int fuzz_sre_compile(const char* data, size_t size) {
    /* Ignore really long regex patterns that will timeout the fuzzer */
    if (size > MAX_RE_TEST_SIZE) {
        return 0;
    }
    /* We treat the first 2 bytes of the input as a number for the flags */
    if (size < 2) {
        return 0;
    }
    uint16_t flags = ((uint16_t*) data)[0];
    /* We remove the SRE_FLAG_DEBUG if present. This is because it
       prints to stdout which greatly decreases fuzzing speed */
    flags &= ~RE_FLAG_DEBUG;

    /* Pull the pattern from the remaining bytes */
    PyObject* pattern_bytes = PyBytes_FromStringAndSize(data + 2, size - 2);
    if (pattern_bytes == NULL) {
        return 0;
    }
    PyObject* flags_obj = PyLong_FromUnsignedLong(flags);
    if (flags_obj == NULL) {
        Py_DECREF(pattern_bytes);
        return 0;
    }

    /* compiled = re.compile(data[2:], data[0:2] */
    PyObject* compiled = PyObject_CallFunctionObjArgs(
        re_compile_method, pattern_bytes, flags_obj, NULL);
    /* Ignore ValueError as the fuzzer will more than likely
       generate some invalid combination of flags */
    if (compiled == NULL && PyErr_ExceptionMatches(PyExc_ValueError)) {
        PyErr_Clear();
    }
    /* Ignore some common errors thrown by sre_parse:
       Overflow, Assertion, Recursion and Index */
    if (compiled == NULL && (PyErr_ExceptionMatches(PyExc_OverflowError) ||
                             PyErr_ExceptionMatches(PyExc_AssertionError) ||
                             PyErr_ExceptionMatches(PyExc_RecursionError) ||
                             PyErr_ExceptionMatches(PyExc_IndexError))
    ) {
        PyErr_Clear();
    }
    /* Ignore re.error */
    if (compiled == NULL && PyErr_ExceptionMatches(re_error_exception)) {
        PyErr_Clear();
    }

    Py_DECREF(pattern_bytes);
    Py_DECREF(flags_obj);
    Py_XDECREF(compiled);
    return 0;
}

/* Some random patterns used to test re.match.
   Be careful not to add catostraphically slow regexes here, we want to
   exercise the matching code without causing timeouts.*/
static const char* regex_patterns[] = {
    ".", "^", "abc", "abc|def", "^xxx$", "\\b", "()", "[a-zA-Z0-9]",
    "abc+", "[^A-Z]", "[x]", "(?=)", "a{z}", "a+b", "a*?", "a??", "a+?",
    "{}", "a{,}", "{", "}", "^\\(*\\d{3}\\)*( |-)*\\d{3}( |-)*\\d{4}$",
    "(?:a*)*", "a{1,2}?"
};
const size_t NUM_PATTERNS = sizeof(regex_patterns) / sizeof(regex_patterns[0]);
PyObject** compiled_patterns = NULL;
/* Called by LLVMFuzzerTestOneInput for initialization */
static int init_sre_match(void) {
    PyObject* re_module = PyImport_ImportModule("re");
    if (re_module == NULL) {
        return 0;
    }
    compiled_patterns = (PyObject**) PyMem_RawMalloc(
        sizeof(PyObject*) * NUM_PATTERNS);
    if (compiled_patterns == NULL) {
        PyErr_NoMemory();
        return 0;
    }

    /* Precompile all the regex patterns on the first run for faster fuzzing */
    for (size_t i = 0; i < NUM_PATTERNS; i++) {
        PyObject* compiled = PyObject_CallMethod(
            re_module, "compile", "y", regex_patterns[i]);
        /* Bail if any of the patterns fail to compile */
        if (compiled == NULL) {
            return 0;
        }
        compiled_patterns[i] = compiled;
    }
    return 1;
}
/* Fuzz re.match(x) */
static int fuzz_sre_match(const char* data, size_t size) {
    if (size < 1 || size > MAX_RE_TEST_SIZE) {
        return 0;
    }
    /* Use the first byte as a uint8_t specifying the index of the
       regex to use */
    unsigned char idx = (unsigned char) data[0];
    idx = idx % NUM_PATTERNS;

    /* Pull the string to match from the remaining bytes */
    PyObject* to_match = PyBytes_FromStringAndSize(data + 1, size - 1);
    if (to_match == NULL) {
        return 0;
    }

    PyObject* pattern = compiled_patterns[idx];
    PyObject* match_callable = PyObject_GetAttrString(pattern, "match");

    PyObject* matches = PyObject_CallOneArg(match_callable, to_match);

    Py_XDECREF(matches);
    Py_DECREF(match_callable);
    Py_DECREF(to_match);
    return 0;
}

#define MAX_CSV_TEST_SIZE 0x100000
PyObject* csv_module = NULL;
PyObject* csv_error = NULL;
/* Called by LLVMFuzzerTestOneInput for initialization */
static int init_csv_reader(void) {
    /* Import csv and csv.Error */
    csv_module = PyImport_ImportModule("csv");
    if (csv_module == NULL) {
        return 0;
    }
    csv_error = PyObject_GetAttrString(csv_module, "Error");
    return csv_error != NULL;
}
/* Fuzz csv.reader([x]) */
static int fuzz_csv_reader(const char* data, size_t size) {
    if (size < 1 || size > MAX_CSV_TEST_SIZE) {
        return 0;
    }
    /* Ignore non null-terminated strings since _csv can't handle
       embedded nulls */
    if (memchr(data, '\0', size) == NULL) {
        return 0;
    }

    PyObject* s = PyUnicode_FromString(data);
    /* Ignore exceptions until we have a valid string */
    if (s == NULL) {
        PyErr_Clear();
        return 0;
    }

    /* Split on \n so we can test multiple lines */
    PyObject* lines = PyObject_CallMethod(s, "split", "s", "\n");
    if (lines == NULL) {
        Py_DECREF(s);
        return 0;
    }

    PyObject* reader = PyObject_CallMethod(csv_module, "reader", "N", lines);
    if (reader) {
        /* Consume all of the reader as an iterator */
        PyObject* parsed_line;
        while ((parsed_line = PyIter_Next(reader))) {
            Py_DECREF(parsed_line);
        }
    }

    /* Ignore csv.Error because we're probably going to generate
       some bad files (embedded new-lines, unterminated quotes etc) */
    if (PyErr_ExceptionMatches(csv_error)) {
        PyErr_Clear();
    }

    Py_XDECREF(reader);
    Py_DECREF(s);
    return 0;
}

#define MAX_AST_LITERAL_EVAL_TEST_SIZE 0x100000
PyObject* ast_literal_eval_method = NULL;
/* Called by LLVMFuzzerTestOneInput for initialization */
static int init_ast_literal_eval(void) {
    PyObject* ast_module = PyImport_ImportModule("ast");
    if (ast_module == NULL) {
        return 0;
    }
    ast_literal_eval_method = PyObject_GetAttrString(ast_module, "literal_eval");
    return ast_literal_eval_method != NULL;
}
/* Fuzz ast.literal_eval(x) */
static int fuzz_ast_literal_eval(const char* data, size_t size) {
    if (size > MAX_AST_LITERAL_EVAL_TEST_SIZE) {
        return 0;
    }
    /* Ignore non null-terminated strings since ast can't handle
       embedded nulls */
    if (memchr(data, '\0', size) == NULL) {
        return 0;
    }

    PyObject* s = PyUnicode_FromString(data);
    /* Ignore exceptions until we have a valid string */
    if (s == NULL) {
        PyErr_Clear();
        return 0;
    }

    PyObject* literal = PyObject_CallOneArg(ast_literal_eval_method, s);
    /* Ignore some common errors thrown by ast.literal_eval */
    if (literal == NULL && (PyErr_ExceptionMatches(PyExc_ValueError) ||
                            PyErr_ExceptionMatches(PyExc_TypeError) ||
                            PyErr_ExceptionMatches(PyExc_SyntaxError) ||
                            PyErr_ExceptionMatches(PyExc_MemoryError) ||
                            PyErr_ExceptionMatches(PyExc_OverflowError) ||
                            PyErr_ExceptionMatches(PyExc_RecursionError))
    ) {
        PyErr_Clear();
    }

    Py_XDECREF(literal);
    Py_DECREF(s);
    return 0;
}

#define MAX_ELEMENTTREE_PARSEWHOLE_TEST_SIZE 0x100000
PyObject* xmlparser_type = NULL;
PyObject* bytesio_type = NULL;
/* Called by LLVMFuzzerTestOneInput for initialization */
static int init_elementtree_parsewhole(void) {
    PyObject* elementtree_module = PyImport_ImportModule("_elementtree");
    if (elementtree_module == NULL) {
        return 0;
    }
    xmlparser_type = PyObject_GetAttrString(elementtree_module, "XMLParser");
    Py_DECREF(elementtree_module);
    if (xmlparser_type == NULL) {
        return 0;
    }


    PyObject* io_module = PyImport_ImportModule("io");
    if (io_module == NULL) {
        return 0;
    }
    bytesio_type = PyObject_GetAttrString(io_module, "BytesIO");
    Py_DECREF(io_module);
    if (bytesio_type == NULL) {
        return 0;
    }

    return 1;
}
/* Fuzz _elementtree.XMLParser._parse_whole(x) */
static int fuzz_elementtree_parsewhole(const char* data, size_t size) {
    if (size > MAX_ELEMENTTREE_PARSEWHOLE_TEST_SIZE) {
        return 0;
    }

    PyObject *input = PyObject_CallFunction(bytesio_type, "y#", data, (Py_ssize_t)size);
    if (input == NULL) {
        assert(PyErr_Occurred());
        PyErr_Print();
        abort();
    }

    PyObject *xmlparser_instance = PyObject_CallObject(xmlparser_type, NULL);
    if (xmlparser_instance == NULL) {
        assert(PyErr_Occurred());
        PyErr_Print();
        abort();
    }

    PyObject *result = PyObject_CallMethod(xmlparser_instance, "_parse_whole", "O", input);
    if (result == NULL) {
        /* Ignore exception here, which can be caused by invalid XML input */
        PyErr_Clear();
    } else {
        Py_DECREF(result);
    }

    Py_DECREF(xmlparser_instance);
    Py_DECREF(input);

    return 0;
}

#define MAX_PYCOMPILE_TEST_SIZE 16384

static const int start_vals[] = {Py_eval_input, Py_single_input, Py_file_input};
const size_t NUM_START_VALS = sizeof(start_vals) / sizeof(start_vals[0]);

static const int optimize_vals[] = {-1, 0, 1, 2};
const size_t NUM_OPTIMIZE_VALS = sizeof(optimize_vals) / sizeof(optimize_vals[0]);

/* Fuzz `PyCompileStringExFlags` using a variety of input parameters.
 * That function is essentially behind the `compile` builtin */
static int fuzz_pycompile(const char* data, size_t size) {
    // Ignore overly-large inputs, and account for a NUL terminator
    if (size > MAX_PYCOMPILE_TEST_SIZE - 1) {
        return 0;
    }

    // Need 3 bytes for parameter selection
    if (size < 3) {
        return 0;
    }

    // Use first byte to determine element of `start_vals` to use
    unsigned char start_idx = (unsigned char) data[0];
    int start = start_vals[start_idx % NUM_START_VALS];

    // Use second byte to determine element of `optimize_vals` to use
    unsigned char optimize_idx = (unsigned char) data[1];
    int optimize = optimize_vals[optimize_idx % NUM_OPTIMIZE_VALS];

    // Use third byte to determine compiler flags to use.
    unsigned char flags_byte = (unsigned char) data[2];
    PyCompilerFlags flags = _PyCompilerFlags_INIT;
    if (flags_byte & 0x01) {
        flags.cf_flags |= PyCF_DONT_IMPLY_DEDENT;
    }
    if (flags_byte & 0x02) {
        flags.cf_flags |= PyCF_ONLY_AST;
    }
    if (flags_byte & 0x04) {
        flags.cf_flags |= PyCF_IGNORE_COOKIE;
    }
    if (flags_byte & 0x08) {
        flags.cf_flags |= PyCF_TYPE_COMMENTS;
    }
    if (flags_byte & 0x10) {
        flags.cf_flags |= PyCF_ALLOW_TOP_LEVEL_AWAIT;
    }
    if (flags_byte & 0x20) {
        flags.cf_flags |= PyCF_ALLOW_INCOMPLETE_INPUT;
    }
    if (flags_byte & 0x40) {
        flags.cf_flags |= PyCF_OPTIMIZED_AST;
    }

    char pycompile_scratch[MAX_PYCOMPILE_TEST_SIZE];

    // Create a NUL-terminated C string from the remaining input
    memcpy(pycompile_scratch, data + 3, size - 3);
    // Put a NUL terminator just after the copied data. (Space was reserved already.)
    pycompile_scratch[size - 3] = '\0';

    PyObject *result = Py_CompileStringExFlags(pycompile_scratch, "<fuzz input>", start, &flags, optimize);
    if (result == NULL) {
        /* Compilation failed, most likely from a syntax error. If it was a
           SystemError we abort. There's no non-bug reason to raise a
           SystemError. */
        if (PyErr_Occurred() && PyErr_ExceptionMatches(PyExc_SystemError)) {
            PyErr_Print();
            abort();
        }
        PyErr_Clear();
    } else {
        Py_DECREF(result);
    }

    return 0;
}

/* Run fuzzer and abort on failure. */
static int _run_fuzz(const uint8_t *data, size_t size, int(*fuzzer)(const char* , size_t)) {
    int rv = fuzzer((const char*) data, size);
    if (PyErr_Occurred()) {
        /* Fuzz tests should handle expected errors for themselves.
           This is last-ditch check in case they didn't. */
        PyErr_Print();
        abort();
    }
    /* Someday the return value might mean something, propagate it. */
    return rv;
}

/* CPython generates a lot of leak warnings for whatever reason. */
int __lsan_is_turned_off(void) { return 1; }


int LLVMFuzzerInitialize(int *argc, char ***argv) {
    PyConfig config;
    PyConfig_InitPythonConfig(&config);
    config.install_signal_handlers = 0;
    /* Raise the limit above the default allows exercising larger things
     * now that we fall back to the _pylong module for large values. */
    config.int_max_str_digits = 8086;
    PyStatus status;
    status = PyConfig_SetBytesString(&config, &config.program_name, *argv[0]);
    if (PyStatus_Exception(status)) {
        goto fail;
    }

    status = Py_InitializeFromConfig(&config);
    if (PyStatus_Exception(status)) {
        goto fail;
    }
    PyConfig_Clear(&config);

    return 0;

fail:
    PyConfig_Clear(&config);
    Py_ExitStatusException(status);
}

/* Fuzz test interface.
   This returns the bitwise or of all fuzz test's return values.

   All fuzz tests must return 0, as all nonzero return codes are reserved for
   future use -- we propagate the return values for that future case.
   (And we bitwise or when running multiple tests to verify that normally we
   only return 0.) */
int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
    assert(Py_IsInitialized());

    int rv = 0;

#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_builtin_float)
    rv |= _run_fuzz(data, size, fuzz_builtin_float);
#endif
#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_builtin_int)
    rv |= _run_fuzz(data, size, fuzz_builtin_int);
#endif
#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_builtin_unicode)
    rv |= _run_fuzz(data, size, fuzz_builtin_unicode);
#endif
#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_struct_unpack)
    static int STRUCT_UNPACK_INITIALIZED = 0;
    if (!STRUCT_UNPACK_INITIALIZED && !init_struct_unpack()) {
        PyErr_Print();
        abort();
    } else {
        STRUCT_UNPACK_INITIALIZED = 1;
    }
    rv |= _run_fuzz(data, size, fuzz_struct_unpack);
#endif
#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_json_loads)
    static int JSON_LOADS_INITIALIZED = 0;
    if (!JSON_LOADS_INITIALIZED && !init_json_loads()) {
        PyErr_Print();
        abort();
    } else {
        JSON_LOADS_INITIALIZED = 1;
    }

    rv |= _run_fuzz(data, size, fuzz_json_loads);
#endif
#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_sre_compile)
    static int SRE_COMPILE_INITIALIZED = 0;
    if (!SRE_COMPILE_INITIALIZED && !init_sre_compile()) {
        PyErr_Print();
        abort();
    } else {
        SRE_COMPILE_INITIALIZED = 1;
    }

    if (SRE_COMPILE_INITIALIZED) {
        rv |= _run_fuzz(data, size, fuzz_sre_compile);
    }
#endif
#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_sre_match)
    static int SRE_MATCH_INITIALIZED = 0;
    if (!SRE_MATCH_INITIALIZED && !init_sre_match()) {
        PyErr_Print();
        abort();
    } else {
        SRE_MATCH_INITIALIZED = 1;
    }

    rv |= _run_fuzz(data, size, fuzz_sre_match);
#endif
#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_csv_reader)
    static int CSV_READER_INITIALIZED = 0;
    if (!CSV_READER_INITIALIZED && !init_csv_reader()) {
        PyErr_Print();
        abort();
    } else {
        CSV_READER_INITIALIZED = 1;
    }

    rv |= _run_fuzz(data, size, fuzz_csv_reader);
#endif
#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_ast_literal_eval)
    static int AST_LITERAL_EVAL_INITIALIZED = 0;
    if (!AST_LITERAL_EVAL_INITIALIZED && !init_ast_literal_eval()) {
        PyErr_Print();
        abort();
    } else {
        AST_LITERAL_EVAL_INITIALIZED = 1;
    }

    rv |= _run_fuzz(data, size, fuzz_ast_literal_eval);
#endif
#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_elementtree_parsewhole)
    static int ELEMENTTREE_PARSEWHOLE_INITIALIZED = 0;
    if (!ELEMENTTREE_PARSEWHOLE_INITIALIZED && !init_elementtree_parsewhole()) {
        PyErr_Print();
        abort();
    } else {
        ELEMENTTREE_PARSEWHOLE_INITIALIZED = 1;
    }

    rv |= _run_fuzz(data, size, fuzz_elementtree_parsewhole);
#endif
#if !defined(_Py_FUZZ_ONE) || defined(_Py_FUZZ_fuzz_pycompile)
    rv |= _run_fuzz(data, size, fuzz_pycompile);
#endif
  return rv;
}