generations/gen_base_csn600.jsonl

{"i": 0, "got": "```python\nimport scipy.ndimage.filters as filters\nimport numpy as np\nfrom scipy import ndimage, morphology\nimport logger\nimport sed3\nimport time\n\nclass MyClass:\n    def __msgc_step3_discontinuity_localization(self):\n        pass\n\n    def __init__(self, start_time, segmentation, stats, boundary_dilatation_distance, keep_temp_properties, debug_images):\n        self._start_time = start_time\n        self.segmentation = segmentation\n        self.stats = stats\n        self.boundary_dilatation_distance = boundary_dilatation_distance\n        self.keep_temp_properties = keep_temp_properties\n        self.debug_images = debug_images\n\n    def show(self, pd):\n        pass\n\n    def time(self):\n        return time.time() - self._start_time\n```"}
{"i": 1, "got": "```python\ndef __multiscale_gc_lo2hi_run(self):\n    \"\"\"pass\"\"\"\n    self._msgc_lo2hi_resize_init()\n    self.__msgc_step0_init()\n    self.__msgc_step12_low_resolution_segmentation()\n    hard_constraints = self.__msgc_step3_discontinuity_localization()\n    seg = self.time()\n    self.stats['t3.1'] = seg\n    graph = self.generate_base_grid()\n    self.stats['t3.2'] = seg\n    self.split_voxels()\n    self.stats['t3.3'] = seg\n    self.stats['update'](graph)\n    self.stats['t4'] = seg\n    mul_mask, mul_val, area_weight = self.__msgc_tlinks_area_weight_from_low_segmentation(seg)\n    unariesalt = self.__create_tlinks(self.img, self.voxelsize, self.seeds, area_weight, hard_constraints)\n    self.stats['t5'] = seg\n    np.unique(graph.msinds, return_index=True)\n    un, ind = np.unique(graph.edges, return_index=True)\n    self.stats['t6'] = seg\n    self.stats['t7'] = seg\n    unariesalt2_lo2hi = np.hstack((unariesalt, un))\n    nlinks_lo2hi = np.vstack((nlinks_lo2hi, unariesalt2_lo2hi))\n    self.debug_images and (self.sed3.unariesalt[0][0] == 0) and self.sed3.show()\n    self.sed3.unariesalt[1][0] == 0) and self.sed3.show()\n    self.__msgc_step9_finish_perform_gc_and_reshape(nlinks_lo2hi, unariesalt2_lo2hi, graph.msinds)\n    self._msgc_lo2hi_resize_clean_finish()\n```"}
{"i": 2, "got": "```python\ndef __multiscale_gc_hi2lo_run(self):\n    \"\"\"pass\"\"\"\n    self.__msgc_step0_init()\n    self.__msgc_step12_low_resolution_segmentation()\n    hard_constraints = self.__msgc_step3_discontinuity_localization()\n    seg = self.__msgc_step45678_hi2lo_construct_graph(hard_constraints, seg)\n    nlinks, unariesalt2, msinds = unpack_sequence(3, hard_constraints, seg)\n    self.__msgc_step9_finish_perform_gc_and_reshape(nlinks, unariesalt2, msinds)\n```"}
{"i": 3, "got": "```python\nclass __ordered_values_by_indexes:\n    def __init__(self, data, inds):\n        self.values = np.max(data[inds])\n        self.linear_inds = np.ravel(inds)\n        self.linear_data = np.ravel(data)\n\n    def __call__(self, data, inds):\n        values = np.max(data[inds])\n        linear_inds = np.ravel(inds)\n        linear_data = np.ravel(data)\n        return np.asarray(values), linear_inds, linear_data\n```"}
{"i": 4, "got": "```python\nclass __hi2lo_multiscale_indexes:\n    def __init__(self, mask, orig_shape):\n        self.mask = mask\n        self.orig_shape = orig_shape\n\n    def zoom_to_shape(self, inds_small, orig_shape):\n        # Implementation of zoom_to_shape method\n        pass\n\n    def arange(self, x):\n        # Implementation of arange method\n        return x\n\n    def prod(self, x):\n        # Implementation of prod method\n        return x\n\n    def reshape(self, x, shape):\n        # Implementation of reshape method\n        return x\n\n    def max(self, x):\n        # Implementation of max method\n        return x\n\n    def relabel_squeeze(self, inds):\n        # Implementation of relabel_squeeze method\n        pass\n\n    def debug(self, message):\n        # Implementation of debug method\n        print(message)\n\n    def describe(self, data, axis=None):\n        # Implementation of describe method\n        import scipy.stats\n        return scipy.stats.describe(data, axis=axis)\n```"}
{"i": 5, "got": "```python\ndef interactivity(self, min_val, max_val, qt_app):\n    \"\"\"\n    pass\n    \"\"\"\n    window_c = (max_val - min_val) / 2\n    window_w = max_val - min_val\n\n    if min_val is not None:\n        min_val = np.min(self.img)\n    if max_val is not None:\n        max_val = np.max(self.img)\n\n    pyed = self.changeC(window_c)\n    pyed = self.changeW(window_w)\n    qt_app.exec_()\n```"}
{"i": 6, "got": "```python\nclass Module:\n    def __init__(self):\n        self.logger = None\n        self._pattern = None\n        self._variables = {}\n\n    def expand(self, expression):\n        \"\"\"pass\"\"\"\n        self.logger.debug(f'expand : expression {expression}')\n        result = self._pattern.sub(self.expand_lambda, expression)\n        self.logger.debug(f'expand : {result} - result : {self.strip(result)}')\n        if isinstance(result, int):\n            self.logger.debug('     expand is integer !!!')\n            return int(result)\n        elif isinstance(result, float):\n            self.logger.debug('     expand is float !!!')\n            return float(result)\n        else:\n            return result\n\n    def strip(self, text):\n        # Implementation of strip method\n        pass\n\n    @staticmethod\n    def is_string(value):\n        # Implementation of is_string method\n        pass\n\n    @staticmethod\n    def is_number(value):\n        # Implementation of is_number method\n        pass\n\n    @staticmethod\n    def isdigit(value):\n        # Implementation of isdigit method\n        pass\n\n    def expand_lambda(self, match):\n        \"\"\"Copy free variables and resume execution\"\"\"\n        self.copy_free_vars()\n        return self.expand(match.group(1))\n```"}
{"i": 7, "got": "```python\ndef get_gutter_client(alias, cache, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    if alias in cache:\n        return None\n    else:\n        Manager = gutter.client.models.Manager()\n        kwargs.update(cache)\n        result = Manager(**kwargs)\n        cache[alias] = result\n        return result\n```"}
{"i": 8, "got": "```python\ndef _modulo(self, decimal_argument):\n    \"\"\"pass\"\"\"\n    context = self._context\n    times, remainder = divmod(decimal_argument, 100)\n    return times, remainder\n```"}
{"i": 9, "got": "```python\nclass enabled_for:\n    def __init__(self, inpt):\n        self.inpt = inpt\n\n    @staticmethod\n    def enabled_for(self, inpt):\n        signals.switch_checked = True\n        signal_decorated = partial(NULL + call, self)\n        state = self.state\n        states = self.states\n        conditions_dict = ConditionsDict.from_conditions_list(self.conditions)\n        conditions = conditions_dict.get_by_input(inpt)\n        if conditions:\n            if conditions[0]:\n                return True\n            else:\n                return False\n        else:\n            return None\n\n    @staticmethod\n    def enabled_for.<locals>.<genexpr>(.0):\n        for cond in .0:\n            if cond.argument applies(inpt):\n                yield cond.call(inpt)\n```"}
{"i": 10, "got": "```python\nclass Manager:\n    NONE_INPUT = None\n    NULL|self + argument = 'argument'\n    __apply = '__apply'\n    negative = False\n\ndef call(self, inpt):\n    if not self.NONE_INPUT:\n        return False\n    argument_instance = getattr(self, self.NULL|self + argument)\n    if not argument_instance.applies(inpt):\n        return False\n    application = getattr(self, self.NULL|self + __apply)(inpt)\n    if self.negative:\n        application = not application\n    return application\n```"}
{"i": 11, "got": "```python\nclass switches:\n    def __init__(self, self):\n        self.storage = None\n\n    def __iteritems(self):\n        return iter(self.__joined_namespace)\n\n    def startswith(self, name, switch):\n        # Implementation of startswith method\n        pass\n\n    def __joined_namespace(self):\n        # Implementation of joined_namespace method\n        pass\n\n    def __call__(self, self):\n        results = []\n        for name, switch in self.__iteritems():\n            if name.startswith(self, switch):\n                results.append(switch)\n        return results\n```"}
{"i": 12, "got": "```python\nclass Switch:\n    def __init__(self, name):\n        self.storage = None\n        self.manager = None\n\n    def switch(self, name):\n        if name in self.namespace:\n            return self.storage[name]\n        elif name == 'autocreate':\n            return self.autocreate(name)\n        else:\n            raise KeyError(f\"No switch named '{name}' registered in '{self.namespace}'\")\n\n    def autocreate(self, name):\n        # Implement the logic for creating a new switch\n        pass\n\n    @property\n    def namespace(self):\n        # Implement the logic to get the namespace of switches\n        return {}\n```"}
{"i": 13, "got": "```python\ndef when(obj, strict):\n    \"\"\"pass\"\"\"\n    strict = False\n    theMock = None\n\n    def When():\n        \"\"\"when.<locals>.When\"\"\"\n        __name__ = 'when.<locals>.When'\n        __module__ = 'when.<locals>.When'\n        __qualname__ = 'when.<locals>.When'\n\n        def __getattr__(self, method_name):\n            invocation = StubbedInvocation()\n            theMock(method_name, strict)\n            return invocation\n\n    return When\n```"}
{"i": 14, "got": "```python\ndef when2(fn, *args, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    obj = get_obj_attr_tuple(fn)\n    name = fn.__name__\n    theMock = _get_mock(obj, strict=True)\n    invocation = StubbedInvocation(theMock, name)\n    return invocation(*args, **kwargs)\n```"}
{"i": 15, "got": "```python\ndef patch(fn, attr_or_replacement, replacement):\n    \"\"\"\n    pass\n    \"\"\"\n    if replacement is not None:\n        replacement = replacement\n    else:\n        replacement = attr_or_replacement\n\n    theMock = _get_mock(obj, strict=True)\n    invocation = StubbedInvocation(theMock, name, False)\n\n    return thenAnswer(replacement)\n```"}
{"i": 16, "got": "```python\ndef expect(obj, strict=True, times=None, atleast=None, atmost=None, between=None):\n    \"\"\"\n    pass\n    \"\"\"\n    strict = True if strict is None else strict\n    theMock = _get_mock(obj)\n    verification_fn = _get_wanted_verification(times, atleast, atmost, between)\n\n    class Expect:\n        def __init__(self):\n            self.__name__ = \"expect.<locals>.Expect\"\n            self.__module__ = \"expect.<locals>.Expect\"\n            self.__qualname__ = \"expect.<locals>.Expect\"\n\n        def __getattr__(self, method_name):\n            invocation = StubbedInvocation()\n            return invocation\n\n    return Expect()\n\nclass StubbedInvocation:\n    pass\n```"}
{"i": 17, "got": "```python\ndef unstub(*objs):\n    \"\"\"pass\"\"\"\n    for obj in objs:\n        mock_registry[self.unstub](obj)\n    mock_registry[self.unstub_all]()\n\nclass MockRegistry:\n    def __init__(self):\n        self.unstub = lambda x: print(f\"Stubbing {x}\")\n        self.unstub_all = lambda: print(\"Stubbing all objects\")\n\nmock_registry = MockRegistry()\nunstub(1, 2, 3)\n```"}
{"i": 18, "got": "```python\ndef verifyZeroInteractions(*objs):\n    \"\"\"\n    pass\n    \"\"\"\n    for obj in objs:\n        theMock = _get_mock_or_raise(obj)\n        if len(theMock.invocations) > 0:\n            raise VerificationError(f\"Unwanted interaction: {theMock}\")\n```"}
{"i": 19, "got": "```python\ndef get_templates(model):\n    \"\"\"pass\"\"\"\n    yield from templates.items()\n```\n\nThe bytecode disassembly provided is a simple generator function that yields the items of a dictionary `templates`. The function does not perform any operations other than yielding the items."}
{"i": 20, "got": "```python\ndef attach(*layouts, **kwargs):\n    \"\"\"pass\"\"\"\n    layouts = cell(layouts)\n    _model_admin_wrapper = closure(_model_admin_wrapper)\n    return _model_admin_wrapper(layout_class)\n\ndef _model_admin_wrapper(layout_class):\n    register = NULL + register\n    layout_class[0] = layout_class[0][0]\n    return layout_class\n```"}
{"i": 21, "got": "```python\ndef get_api_envs(self):\n    \"\"\"pass\"\"\"\n    client_id = os.environ.get('CLIENT_ID')\n    user_id = os.environ.get('USER_ID')\n\n    if not client_id:\n        raise ValueError('API keys are not found in the environment')\n\n    return (client_id, user_id)\n```"}
{"i": 22, "got": "```python\ndef api_call(method, end_point, params, client_id, access_token):\n    \"\"\"\n    pass\n    \"\"\"\n    if not (client_id or access_token):\n        raise ValueError('Either client_id or access_token')\n    \n    url = f'https://api.quizlet.com/2.0/{end_point}'\n    headers = {}\n    \n    if client_id:\n        headers['client_id'] = client_id\n    \n    if access_token:\n        headers['Authorization'] = f'Bearer {access_token}'\n    \n    response = requests.request(method, url, params=params, headers=headers)\n    \n    if response.status_code == 100:\n        error_title = ''\n    else:\n        try:\n            error_title = response.json().get('error_title', '')\n        except json.JSONDecodeError:\n            error_title = None\n    \n    if error_title:\n        raise ValueError(f'{url} returned {response.status_code}{error_title}')\n    \n    return response.json()\n```"}
{"i": 23, "got": "```python\nimport threading\n\nclass exclusive:\n    def __init__(self, via):\n        self.via = via\n        self.make_exclusive = self._make_exclusive\n\n    def _make_exclusive(self, fnc):\n        via = threading.Lock()\n        make_exclusive = self._make_exclusive_local(fnc)\n        exclusive_call = self._exclusive_call_local(fnc)\n\n        def exclusive_call(*args, **kwargs):\n            with via:\n                return exclusive_call_local(*args, **kwargs)\n\n        return exclusive_call\n\n    @staticmethod\n    def _make_exclusive_local(fnc):\n        def make_exclusive_local(*args, **kwargs):\n            fnc_guard = threading.Lock()\n            functools.wraps(fnc)(fnc_guard.acquire)\n            functools.wraps(fnc)(fnc_guard.release)\n            return exclusive_call_local(*args, **kwargs)\n\n        return make_exclusive_local\n\n    @staticmethod\n    def _exclusive_call_local(fnc):\n        def exclusive_call_local(*args, **kwargs):\n            fnc_guard = threading.Lock()\n            if not fnc_guard.acquire(blocking=False):\n                raise RuntimeError('exclusive call to %s violated' % fnc.__name__)\n            try:\n                return fnc(*args, **kwargs)\n            finally:\n                fnc_guard.release()\n\n        return exclusive_call_local\n```"}
{"i": 24, "got": "```python\ndef service(flavour):\n    \"\"\"pass\"\"\"\n    def service_unit_decorator(raw_cls):\n        \"\"\"Service entry point\"\"\"\n        def __new__(cls, *args, **kwargs):\n            if cls.__new__ is object.__new__:\n                return super().__new__(cls)\n            self = cls.__new__(cls)\n            self.run()\n            self.__doc__ = raw_cls.run() or 'Service entry point'\n            return self\n        __new__.__name__ = '__new_service__'\n        service_unit_decorator.__closure__ = (raw_cls.__new__, flavour)\n        return service_unit_decorator\n\n    def __init__(self, *args, **kwargs):\n        super().__init__(*args, **kwargs)\n\n    class ServiceUnit:\n        pass\n```"}
{"i": 25, "got": "```python\nclass ModuleType:\n    def __init__(self, name, bases):\n        self.name = name\n        self.bases = bases\n\ndef execute(self, payload, *args, flavour, **kwargs):\n    import functools\n    partial = functools.partial(payload, *args)\n    partial(args)\n    partial(kwargs)\n    self._meta_runner.run_payload(payload, flavour)\n\nclass _meta_runner:\n    def run_payload(self, payload, flavour):\n        pass\n```"}
{"i": 26, "got": "```python\ndef adopt(self, payload, *args, flavour=None, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    if args:\n        payload = (payload,) + args\n    elif kwargs:\n        payload = (payload,) + tuple(kwargs.items())\n    self._meta_runner.register_payload(payload, flavour)\n```\n\nThis Python function `adopt` takes a `payload`, optional positional arguments `args`, and optional keyword arguments `kwargs`. It first checks if there are any positional arguments. If so, it prepends the `payload` to these arguments. Then, it checks for keyword arguments. If there are any, it converts them into a tuple and appends this tuple to the `payload`. After that, it retrieves the `_meta_runner` attribute from the instance and calls its `register_payload` method with the modified `payload` and the provided `flavour`."}
{"i": 27, "got": "```python\nclass Module:\n    def __init__(self):\n        self._meta_runner = None\n        self._must_shutdown = False\n        self._logger = None\n\n    def accept(self):\n        \"\"\"pass\"\"\"\n        if not self._meta_runner:\n            raise RuntimeError('payloads scheduled for %s before being started' % self)\n        gc.collect()\n        self._adopt_services()\n        self.adopt()\n        self._accept_services()\n        trio.run(self._meta_runner.run())\n```"}
{"i": 28, "got": "```python\nclass Module:\n    def shutdown(self):\n        \"\"\"pass\"\"\"\n        self._must_shutdown = True\n        self._is_shutdown = False\n        self.wait()\n        self._meta_runner.stop()\n\ndef shutdown(self):\n    \"\"\"pass\"\"\"\n    self._must_shutdown = True\n    self._is_shutdown = False\n    self.wait()\n    self._meta_runner.stop()\n```"}
{"i": 29, "got": "```python\ndef milestones(ctx, list, close):\n    \"\"\"\n    pass\n    \"\"\"\n    repos = get_repos(ctx.parent.agile.get('labels'))\n    if list:\n        _list_milestones(repos)\n    if close:\n        click.echo(f\"Closing milestones '{close}'\")\n        _close_milestone(repos, close)\n    click.echo(ctx.parent.get_help())\n```"}
{"i": 30, "got": "```python\ndef start_console(local_vars):\n    \"\"\"\n    pass\n    \"\"\"\n    transforms.console_active = True\n    transforms.null_or_self.remove_not_allowed_in_console()\n    prompt.sys.ps1 = transforms.experimental_interactive_console(local_vars)\n    transforms.console.interact(banner=transforms.banner)\n```\n\nThis Python function `start_console` is defined to handle the execution of a console-like interface. It sets up various attributes and calls methods from the `transforms` module to interact with the user."}
{"i": 31, "got": "```python\nclass push:\n    def __init__(self, line):\n        self.line = line\n        self.transforms = None\n        self.add_pass = False\n        self.buffer = []\n        self.source = ''\n        self.filename = ''\n\n    def runsource(self):\n        transforms = getattr(self, 'transforms', None)\n        if transforms is not None:\n            for match in transforms.null | self.match:\n                self.append('\\n')\n            for line in transforms.add_transformers:\n                self.append(line)\n            self.buffer.append(f'\\n{self.rstrip()}:{self.endswith(\"pass\")}')\n            self.source = ''.join(self.buffer)\n            self.transform(self.source)\n            self.buffer.pop()\n            if self.endswith('pass'):\n                self.buffer.append('\\n')\n        else:\n            self.buffer.append(f'\\n{self.rstrip()}:{self.endswith(\"pass\")}')\n            self.source = ''.join(self.buffer)\n            self.transform(self.source)\n            self.buffer.pop()\n\n    def transform(self, source):\n        # Placeholder for the actual transformation logic\n        pass\n\n    def resetbuffer(self):\n        self.buffer.clear()\n```"}
{"i": 32, "got": "```python\ndef license_loader(lic_dir):\n    \"\"\"pass\"\"\"\n    lics = []\n    import os\n    for ln in os.listdir(lic_dir):\n        lp = os.path.join(lic_dir, ln)\n        with open(lp) as lf:\n            txt = lf.read()\n            lic = License(txt)\n            lics.append(lic)\n    return lics\n\nclass License:\n    def __init__(self, text):\n        self.text = text\n```"}
{"i": 33, "got": "```python\nclass MyClass:\n    def __init__(self, meta):\n        self.meta = meta\n\n    def get_vector(self, max_choice):\n        vec = {}\n        for dim in range(len(max_choice)):\n            if max_choice[dim] is None:\n                continue\n            dim_vec = list(map(lambda x: (x, max_choice[dim]), self.meta[dim]))\n            vec[dim] = dict(zip(dim_vec))\n        return vec\n\n    def get_vector_lambda(self, x):\n        return (x, self.meta[x])\n```"}
{"i": 34, "got": "```python\ndef runcommand(cosmology):\n    Mi = [100000000.0, 1000000000.0, 10000000000.0]\n    zi = 0\n    output = None\n\n    commah = self.run(cosmology, zi, Mi)\n    flatten = self.flatten\n\n    print(f\"Concentrations for haloes of mass {Mi} at z={zi}:\")\n    print(output)\n\n    cosmology = self.run(cosmology, zi, Mi)\n    output = None\n    print(f\"Concentrations for haloes of mass {Mi} at z={zi}:\")\n    print(output)\n\n    cosmology = self.run(cosmology, zi, Mi, retcosmo=True)\n    unpack_sequence = self.unpack_sequence\n    output, cosmo = unpack_sequence(cosmology, zi, Mi, z)\n    print(f\"Concentrations for haloes of mass {Mi} at z={zi}:\")\n    print(output)\n\n    Mi = [2000000000000.0]\n    z = [0, 0.5, 1, 1.5, 2, 2.5]\n    output = None\n    cosmology = self.run(cosmology, zi, Mi, z)\n    output = None\n    print(f\"Concentrations for haloes of mass {Mi} at z={zi}:\")\n    print(output)\n\n    Mi = [6]\n    zi = 0\n    M = [100000000.0, 1000000000.0, 10000000000.0]\n    z = [0, 0.5, 1, 1.5, 2, 2.5]\n    output = None\n    cosmology = self.run(cosmology, zi, Mi, z)\n    output = None\n    print(f\"Concentrations for haloes of mass {Mi} at z={zi}:\")\n    print(output)\n\n    Mval = [100000000.0]\n    output = None\n    cosmology = self.run(cosmology, Mval, zi, Mi)\n    output = None\n    print(f\"dM/dt for halo of mass {Mval} at z={zi} across redshift {z}:\")\n    print(output)\n\n    M = [100000000.0]\n    z = [0, 0.5, 1, 1.5, 2, 2.5]\n    output = None\n    cosmology = self.run(cosmology, zi, Mi, z)\n    output = None\n    print(f\"Halo Mass History for z=0 mass of {M} across z={z}:\")\n    print(output)\n\n    Mval = [100000000.0]\n    output = None\n    cosmology = self.run(cosmology, zi, Mi, z)\n    output = None\n    print(f\"Formation Redshifts for haloes of mass {M} at z={zi}:\")\n    print(output)\n\n    return 'Done'\n```"}
{"i": 35, "got": "```python\ndef plotcommand(cosmology, plotname):\n    \"\"\"\n    pass\n    \"\"\"\n    xarray = np.arange(10) ** 2\n    yval = 'c'\n    zarray = np.arange(0, 5, 0.5)\n    xtitle = 'C'\n    ytitle = 'Concentration'\n    linelabel = 'z='\n    fig = plt.figure()\n    ax = fig.add_subplot(111)\n    ax.set_xlabel(xtitle)\n    ax.set_ylabel(ytitle)\n    ax.ylim(2, 30)\n    colors = np.linspace(0, 1, len(zarray))\n    for zind, zval in enumerate(zarray):\n        output = commah.run(cosmology, zi=zval, Mi=xarray)\n        yarray = output.flatten()\n        ax.plot(xarray, yarray, label=f'z={zval}', color=colors[zind])\n    leg = ax.legend(loc='upper left')\n    leg.get_frame().set_alpha(0)\n    leg.get_frame().set_edgecolor('white')\n    leg.get_texts()[0].set_fontsize('small')\n    for line in leg.get_lines():\n        line.set_linewidth(4)\n    plt.tight_layout(pad=0.2)\n    print(f\"Plotting to '{plotname}_CM_relation.png'\")\n    fig.savefig(plotname + '_CM_relation.png', dpi=5)\n    plt.show()\n    xarray = np.arange(10) ** 3\n    yval = 'c'\n    zarray = np.arange(6, 14, 2)\n    xtitle = 'C'\n    ytitle = 'NFW Concentration'\n    linelabel = 'log$_{10}$ M$_z$(M$_{sol}$)='\n    fig = plt.figure()\n    ax = fig.add_subplot(111)\n    ax.set_xlabel(xtitle)\n    ax.set_ylabel(ytitle)\n    ax.ylim(2, 30)\n    colors = np.linspace(0, 1, len(zarray))\n    for zind, zval in enumerate(zarray):\n        output = commah.run(cosmology, zi=zval, Mi=xarray)\n        yarray = output.flatten()\n        ax.plot(xarray, yarray, label=f'z={zval}', color=colors[zind])\n    leg = ax.legend(loc='upper left')\n    leg.get_frame().set_alpha(0)\n    leg.get_frame().set_edgecolor('white')\n    leg.get_texts()[0].set_fontsize('small')\n    for line in leg.get_lines():\n        line.set_linewidth(4)\n    plt.tight_layout(pad=0.2)\n    print(f\"Plotting to '{plotname}_Cz_relation.png'\")\n    fig.savefig(plotname + '_Cz_relation.png', dpi=5)\n    plt.show()\n    xarray = np.arange(10) ** 3\n    yval = 'c'\n    zarray = np.arange(6, 14, 2)\n    xtitle = 'C'\n    ytitle = 'Formation Redshift'\n    linelabel = 'log$_{10}$ M$_z$(M$_{sol}$)='\n    fig = plt.figure()\n    ax = fig.add_subplot(111)\n    ax.set_xlabel(xtitle)\n    ax.set_ylabel(ytitle)\n    ax.ylim(2, 30)\n    colors = np.linspace(0, 1, len(zarray))\n    for zind, zval in enumerate(zarray):\n        output = commah.run(cosmology, zi=zval, Mi=xarray)\n        yarray = output.flatten()\n        ax.plot(xarray, yarray, label=f'z={zval}', color=colors[zind])\n    leg = ax.legend(loc='upper left')\n    leg.get_frame().set_alpha(0)\n    leg.get_frame().set_edgecolor('white')\n    leg.get_texts()[0].set_fontsize('small')\n    for line in leg.get_lines():\n        line.set_linewidth(4)\n    plt.tight_layout(pad=0.2)\n    print(f\"Plotting to '{plotname}_zfz_relation.png'\")\n    fig.savefig(plotname + '_zfz_relation.png', dpi=5)\n    plt.show()\n    xarray = np.arange(10) ** 3\n    yval = 'c'\n    zarray = np.arange(6, 14, 2)\n    xtitle = 'C'\n    ytitle = 'Specific Accretion Rate yr$^{-1}$'\n    linelabel = 'log$_{10}$ M$_z$(M$_{sol}$)='\n    fig = plt.figure()\n    ax = fig.add_subplot(111)\n    ax.set_xlabel(xtitle)\n    ax.set_ylabel(ytitle)\n    ax.ylim(2, 30)\n    colors = np.linspace(0, 1, len(zarray))\n    for zind, zval in enumerate(zarray):\n        output = commah.run(cosmology, zi=zval, Mi=xarray)\n        yarray = output.flatten()\n        ax.plot(xarray, yarray, label=f'z={zval}', color=colors[zind])\n    leg = ax.legend(loc='upper left')\n    leg.get_frame().set_alpha(0)\n    leg.get_frame().set_edgecolor('white')\n    leg.get_texts()[0].set_fontsize('small')\n    for line in leg.get_lines():\n        line.set_linewidth(4)\n    plt.tight_layout(pad=0.2)\n    print(f\"Plotting to '{plotname}_specificMAH_M_relation.png'\")\n    fig.savefig(plotname + '_specificMAH_M_relation.png', dpi=5)\n    plt.show()\n    xarray = np.arange(10) ** 3\n    yval = 'c'\n    zarray = np.arange(6, 14, 2)\n    xtitle = 'C'\n    ytitle = 'M(z) (M$_{sol}$)'\n    linelabel = 'log$_{10}$ M$_0$(M$_{sol}$)='\n    fig = plt.figure()\n    ax = fig.add_subplot(111)\n    ax.set_xlabel(xtitle)\n    ax.set_ylabel(ytitle)\n    ax.ylim(2, 30)\n    colors = np.linspace(0, 1, len(zarray))\n    for zind, zval in enumerate(zarray):\n        output = commah.run(cosmology, zi=zval, Mi=xarray)\n        yarray = output.flatten()\n        ax.plot(xarray, yarray, label=f'z={zval}', color=colors[zind])\n    leg = ax.legend(loc='upper left')\n    leg.get_frame().set_alpha(0)\n    leg.get_frame().set_edgecolor('white')\n    leg.get_texts()[0].set_fontsize('small')\n    for line in leg.get_lines():\n        line.set_linewidth(4)\n    plt.tight_layout(pad=0.2)\n    print(f\"Plotting to '{plotname}_Mzz_relation.png'\")\n    fig.savefig(plotname + '_Mzz_relation.png', dpi=5)\n    plt.show()\n    xarray = np.arange(10) ** 3\n    yval = 'c'\n    zarray = np.arange(6, 14, 2)\n    xtitle = 'C'\n    ytitle = 'log$_{10}$ M(z)/M$_{0}$'\n    linelabel = 'log$_{10}$ M$_0$(M$_{sol}$)='\n    fig = plt.figure()\n    ax = fig.add_subplot(111)\n    ax.set_xlabel(xtitle)\n    ax.set_ylabel(ytitle)\n    ax.ylim(2, 30)\n    colors = np.linspace(0, 1, len(zarray))\n    for zind, zval in enumerate(zarray):\n        output = commah.run(cosmology, zi=zval, Mi=xarray)\n        yarray = output.flatten()\n        ax.plot(xarray, yarray, label=f'z={zval}', color=colors[zind])\n    leg = ax.legend(loc='upper left')\n    leg.get_frame().set_alpha(0)\n    leg.get_frame().set_edgecolor('white')\n    leg.get_texts()[0].set_fontsize('small')\n    for line in leg.get_lines():\n        line.set_linewidth(4)\n    plt.tight_layout(pad=0.2)\n    print(f\"Plotting to '{plotname}_MzM0z_relation.png'\")\n    fig.savefig(plotname + '_MzM0z_relation.png', dpi=5)\n    plt.show()\n    xarray = np.arange(10) ** 3\n    yval = 'c'\n    zarray = np.arange(6, 14, 2)\n    xtitle = 'C'\n    ytitle = 'log$_{10}$ M(z)/M$_{0}$'\n    linelabel = 'log$_{10}$ M$_0$(M$_{sol}$)='\n    fig = plt.figure()\n    ax = fig.add_subplot(111)\n    ax.set_xlabel(xtitle)\n    ax.set_ylabel(ytitle)\n    ax.ylim(2, 30)\n    colors = np.linspace(0, 1, len(zarray))\n    for zind, zval in enumerate(zarray):\n        output = commah.run(cosmology, zi=zval, Mi=xarray)\n        yarray = output.flatten()\n        ax.plot(xarray, yarray, label=f'z={zval}', color=colors[zind])\n    leg = ax.legend(loc='upper left')\n    leg.get"}
{"i": 36, "got": "```python\ndef add_transformers(line):\n    \"\"\"pass\"\"\"\n    from experimental import match, sub, split, replace\n    if not from_experimental.match(line):\n        raise AssertionError()\n    line = sub(' ', line)\n    line = split('#')[0]\n    line = replace(' ', '')\n    for trans in import_transformer(trans):\n        pass\n```"}
{"i": 37, "got": "```python\nimport sys\n\ndef import_transformer(name):\n    \"\"\"pass\"\"\"\n    if name in transformers:\n        return transformers[name]\n    else:\n        raise ImportError(f\"Import Error in add_transformers: {name} not found\")\n\nclass NullTransformer:\n    def __call__(self, *args, **kwargs):\n        pass\n```"}
{"i": 38, "got": "```python\ndef extract_transformers_from_source(source):\n    \"\"\"pass\"\"\"\n    lines = source.split('\\n')\n    linenumbers = list(enumerate(lines))\n    from experimental import match\n    add_transformers(line)\n    linenumbers.insert(0, (0, ''))\n    join_lines = '\\n'.join(lines)\n    return join_lines\n```"}
{"i": 39, "got": "```python\ndef remove_not_allowed_in_console():\n    \"\"\"pass\"\"\"\n    not_allowed_in_console = []\n    if CONSOLE_ACTIVE:\n        transformers = import_transformer()\n        for name in transformers:\n            tr_module = hasattr(transformers, 'NO_CONSOLE')\n            if not tr_module:\n                not_allowed_in_console.append((name, tr_module))\n        for name, tr_module in not_allowed_in_console:\n            print(tr_module)\n            NullTransformer().transform(name, tr_module)\n        transformers[name] = NullTransformer()\n```"}
{"i": 40, "got": "```python\ndef _match(self, request, response):\n    \"\"\"pass\"\"\"\n    is_html = 'text/html' in response.get('Content-Type', '')\n    if is_html:\n        rendered_content = getattr(response, 'rendered_content', None)\n        if rendered_content:\n            path_matcher = PATH_MATCHER.match(request.path)\n            correct_path = path_matcher.group(1) if path_matcher else None\n            include_flag = self.include_flag\n            not_included = response.rendered_content not in include_flag\n            if correct_path and not_included:\n                return True\n    return False\n```"}
{"i": 41, "got": "```python\nclass _chosen_css:\n    def __init__(self, self):\n        self.css_template = None\n        self.chosen_sprites = None\n\n    def render_to_string(self):\n        css = {}\n        for sprite in self.chosen_sprites:\n            css[sprite] = settings.STATIC_URL + 'img/' + sprite\n        return render_to_string(css_template, context={'css': css})\n```"}
{"i": 42, "got": "```python\nclass _embed:\n    def __init__(self, self, request, response):\n        self._match = None\n        self._chosen_css = None\n        self._chosen_js = None\n\n    @staticmethod\n    def render_to_string(template_name, context):\n        # Implementation of render_to_string function\n        pass\n\n    def replace(self, old, new):\n        # Implementation of replace method\n        pass\n\n    def __call__(self, request, response):\n        head = {}\n        body = {}\n        content = self.render_to_string('chosenadmin/_head_css.html', {'self': self})\n        content += self.render_to_string('chosenadmin/_script.html', {'self': self})\n        content = content.replace('</head>', '')\n        content = content.replace('</body>', '')\n        response.content = content\n```"}
{"i": 43, "got": "```python\nclass CleanUp:\n    def __init__(self, log, address):\n        self.log = log\n        self.address = address\n\n    def clean_up(self):\n        self.log.close(self.address)\n        self.bus.close()\n```\n\nThis Python code defines a class `CleanUp` with an initializer that takes a `log` object and an `address`. The `clean_up` method logs the closing of the I2C bus for the specified address and then closes the bus."}
{"i": 44, "got": "```python\nclass MyClass:\n    def __init__(self, bus=None, address=None):\n        self.bus = bus\n        self.address = address\n\n    def debug(self, message):\n        print(message)\n\n    def write_quick(self):\n        if self.bus is not None and self.address is not None:\n            self.bus.write(self.address)\n            self.debug(f\"write_quick: Sent the read / write bit\")\n```"}
{"i": 45, "got": "```python\nclass MyClass:\n    def __init__(self, bus, address):\n        self.bus = bus\n        self.address = address\n\n    def write_byte(self, cmd, value):\n        # pass\n        self.bus.write_byte(self.address, cmd, value)\n        self.log.debug(f\"write_byte: Wrote 0x{value:02X} to command register 0x{cmd:02X}\")\n```"}
{"i": 46, "got": "```python\nclass Module:\n    def write_word(self, cmd, value):\n        \"\"\"pass\"\"\"\n        self.bus.NULL|self.write_word_data(value)\n        self.log.debug('write_word: Wrote 0x%04X to command register 0x%02X', value, cmd)\n```\n\nThis Python code defines a class `Module` with a method `write_word`. The method takes two parameters, `cmd` and `value`, and performs some operations on the `bus` attribute. It also logs a debug message using the `log` attribute."}
{"i": 47, "got": "```python\nclass MyClass:\n    def __init__(self, bus, address):\n        self.bus = bus\n        self.address = address\n\n    def write_raw_byte(self, value):\n        # pass\n        self.bus.write_byte(self.address, value)\n        self.log.debug('write_raw_byte: Wrote 0x%02X', value)\n```"}
{"i": 48, "got": "```python\nclass MyClass:\n    def __init__(self, bus, address, log):\n        self.bus = bus\n        self.address = address\n        self.log = log\n\n    def write_block_data(self, cmd, block):\n        # pass\n        self.bus.write_i2c_block_data(self.address, cmd, block)\n        self.log.debug('write_block_data: Wrote [%s] to command register 0x%02X', ', '.join(map(hex, block)), cmd)\n```"}
{"i": 49, "got": "```python\nclass FormSet:\n    def get_formset(self, request, obj, **kwargs):\n        \"\"\"\n        pass\n        \"\"\"\n        data = None\n        if obj is not None:\n            user_id = request.user.id\n            form = obj.form\n            base_fields = form.base_fields\n            initial = base_fields['user']\n            data = {'user': user_id}\n        return data\n```"}
{"i": 50, "got": "```python\ndef process_actions(action_ids):\n    \"\"\"pass\"\"\"\n    actions_taken = 0\n    PublishAction.objects.prefetch_related('content_object')\n    timezone.now()\n    action_list = PublishAction.objects.filter(scheduled_time__lte=timezone.now()).filter(id__in=action_ids)\n    for action in action_list:\n        process_action(action)\n        delete(action)\n        actions_taken += 1\n    return actions_taken\n```"}
{"i": 51, "got": "```python\ndef celery_enabled():\n    \"\"\"pass\"\"\"\n    enabled = getattr(settings, 'GLITTER_PUBLISHER_CELERY', None)\n    if enabled is not None:\n        return True\n    else:\n        try:\n            import celery\n            return True\n        except ImportError:\n            return False\n```\n\nThis Python function `celery_enabled` checks if Celery is enabled by looking for the setting 'GLITTER_PUBLISHER_CELERY' in Django's settings. If it exists, it returns `True`; otherwise, it attempts to import Celery and returns `True` if successful, or `False` if not."}
{"i": 52, "got": "```python\ndef do_command_line(infile):\n    lines = infile.readlines()\n    tree = ast.parse(''.join(lines))\n    checker = Checker(tree, lines, infile.name)\n    checker.load()\n    errors = []\n    for func in checker.all_funcs(skip_noqa=True):\n        errors.extend(checker.check_all(func))\n        print(func.__str__(), errors)\n    return len(errors)\n\nclass ValidationError(Exception):\n    pass\n\ndef to_aaa(self):\n    return [self]\n```"}
{"i": 53, "got": "```python\ndef _izip(*iterables):\n    \"\"\"pass\"\"\"\n    iterators = list(map(iter, iterables))\n    while True:\n        yield tuple(next(it) for it in iterators)\n```"}
{"i": 54, "got": "```python\nimport numpy as np\n\ndef _checkinput(zi, Mi, z, verbose):\n    \"\"\"\n    pass\n    \"\"\"\n    if zi.size == 1 and Mi.size == 1:\n        return -1\n    \n    if zi.size != Mi.size:\n        print('Error ambiguous request')\n        print('Need individual redshifts for all haloes provided ')\n        print('Or have all haloes at same redshift ')\n        return -1\n    \n    if verbose:\n        print('Assume zi is the same for all Mi halo masses provided')\n    \n    zi = np.ones_like(Mi) * zi[0]\n    \n    if verbose:\n        print('Assume Mi halo masses are the same for all zi provided')\n    \n    Mi = np.ones_like(zi) * Mi[0]\n    \n    if verbose:\n        print('A single Mi and zi provided')\n    \n    lenzout = z.size\n    \n    return (zi, Mi, z, lenzout)\n```"}
{"i": 55, "got": "```python\ndef getcosmo(cosmology):\n    \"\"\"\n    pass\n    \"\"\"\n    cg = None  # Assuming cg is a global variable or object\n    defaultcosmologies = {\n        'dragons': 'wmap1',\n        'wmap1': 'wmap3',\n        'wmap3': 'wmap5',\n        'wmap5': 'wmap7',\n        'wmap7': 'wmap9',\n        'wmap9': 'wmap1_2dF_mean',\n        'wmap1_2dF_mean': 'wmap3_mean',\n        'wmap3_mean': 'wmap5_ml',\n        'wmap5_ml': 'wmap5_lss',\n        'wmap5_lss': 'wmap7_lss',\n        'planck13': 'Planck_2013',\n        'planck15': 'Planck_2015'\n    }\n    \n    if isinstance(cosmology, dict):\n        cosmo = cosmology\n    elif cosmology in defaultcosmologies:\n        cosmo = defaultcosmologies[cosmology]\n    \n    A_scaling = getAscaling(cosmo)\n    cosmo.update({'A_scaling': A_scaling})\n    \n    if 'lower' in cosmology:\n        lower = cosmology['lower']\n        if lower in defaultcosmologies:\n            cosmo = defaultcosmologies[lower]\n        else:\n            print(\"You haven't passed a dict of cosmological parameters OR a recognised cosmology, you gave %s\" % cosmology)\n    \n    cp.distance.set_omega_k_0(cosmo)\n    return cosmo\n```"}
{"i": 56, "got": "```python\ndef _getcosmoheader(cosmo):\n    \"\"\"\n    pass\n    \"\"\"\n    return f\"Cosmology (flat) Om:{cosmo.omega_M_0:.3f}, Ol:{cosmo.omega_lambda_0:.3f}, h:{cosmo.h:.2f}, sigma8:{cosmo.sigma_8:.3f}, ns:{cosmo.n:.2f}\"\n```"}
{"i": 57, "got": "```python\nclass tag:\n    def __init__(self, tag):\n        self.tag = tag\n\n    def __call__(self, tag):\n        url = f'/tags/{tag}'\n        response = self.http.get(url, auth=self.auth)\n        response.raise_for_status()\n        return response.json()\n```"}
{"i": 58, "got": "```python\nclass Module:\n    def __init__(self):\n        self.as_id = None\n        self.get_list = None\n\n    def release_assets(self, release):\n        pass\n```\n\nThis Python code defines a class `Module` with two methods: `__init__` and `release_assets`. The `__init__` method initializes the `as_id` and `get_list` attributes. The `release_assets` method takes a `release` parameter and performs some operations on it, such as loading attributes from the instance, calling functions, and building strings."}
{"i": 59, "got": "```python\nclass Upload:\n    def __init__(self, self):\n        pass\n\n    def upload(self, release, filename, content_type):\n        \"\"\"pass\"\"\"\n        self.release = release\n        name = os.path.basename(filename)\n        if content_type not in mimetypes.types_map:\n            raise ValueError('content_type not known')\n        inputs = {'name': name}\n        url = f\"{self.uploads_url}{self.api_url}/{release}/assets/{filename}\"\n        info = os.stat(filename)\n        size = info.st_size\n        response = requests.post(url, data={'content-type': content_type, 'content-length': str(size)}, auth=self.inputs.get('auth'), params=None, headers={'data': 'content-type', 'content-length': str(size)})\n        response.raise_for_status()\n        return response.json()\n```"}
{"i": 60, "got": "```python\ndef validate_tag(self, tag_name, prefix):\n    \"\"\"\n    pass\n    \"\"\"\n    new_version = semantic_version(tag_name)\n    self.latest = latest()\n    current = getattr(self, 'latest', None)\n    if current is not None:\n        tag_name = current[tag_name]\n        if len(prefix) > 0:\n            tag_name = tag_name[prefix:]\n        if semantic_version(tag_name) >= new_version:\n            what = 'equal to'\n        else:\n            what = 'older than'\n        raise GithubException(f'Your local version \"{new_version}\" is {what} the current github version \"{tag_name}\".\\nBump the local version to continue.')\n    return current\n```"}
{"i": 61, "got": "```python\ndef is_related_to(item, app_id, app_ver):\n    \"\"\"pass\"\"\"\n    versionRange = item.get('versionRange')\n    if not versionRange:\n        return True\n\n    for vR in versionRange:\n        targetApplication = vR.get('targetApplication')\n        if targetApplication == 'self':\n            related_targetApplication = get_related_target_application(vR, app_id, app_ver)\n            if related_targetApplication is not None:\n                return True\n    return False\n```"}
{"i": 62, "got": "```python\ndef get_related_targetApplication(vR, app_id, app_ver):\n    \"\"\"\n    pass\n    \"\"\"\n    targetApplication = vR.get('targetApplication')\n    if targetApplication is not None:\n        guid = targetApplication['guid']\n        if guid == app_id:\n            return targetApplication\n    app_version = version_int(app_ver)\n    if app_version >= between(maxVersion, '*'):\n        return targetApplication\n    return None\n```"}
{"i": 63, "got": "```python\ndef write_addons_items(xml_tree, records, app_id, api_ver, app_ver):\n    \"\"\"pass\"\"\"\n    for item in records:\n        if not is_related_to(item, app_id, app_ver):\n            continue\n        emItems = etree.SubElement(xml_tree, 'emItems')\n        groupby = {}\n        for record in records:\n            if record['guid'] in groupby:\n                groupby[record['guid']].append(record)\n            else:\n                groupby[record['guid']] = [record]\n        \n        for item in groupby.values():\n            emItem = etree.SubElement(emItems, 'emItem')\n            blockID = int(item[0]['blockID'])\n            current_blockID = None\n            previous_blockID = None\n            \n            if blockID > 0:\n                current_blockID = blockID\n                previous_blockID = blockID - 1\n            else:\n                current_blockID = 0\n                previous_blockID = 0\n            \n            emItem['blockID'] = str(current_blockID)\n            \n            for field in ['guid', 'id']:\n                if field in item[0]:\n                    emItem[field] = item[0][field]\n            \n            prefs = etree.SubElement(emItem, 'prefs')\n            for pref in item:\n                if 'pref' in pref:\n                    pref_element = etree.SubElement(prefs, 'pref')\n                    pref_element.text = pref['pref']\n            \n            build_version_range(emItem, item, app_id)\n        \n        emItems.set('id', str(item[0]['guid']))\n```\n\nThis Python function `write_addons_items` takes an XML tree and a list of records as input. It processes each record to create an 'emItem' element in the XML tree based on certain conditions. The function uses recursion to handle nested structures within the records."}
{"i": 64, "got": "```python\ndef write_plugin_items(xml_tree, records, app_id, api_ver, app_ver):\n    \"\"\"\n    pass\n    \"\"\"\n    for item in records:\n        pluginItems = etree.SubElement(xml_tree, 'pluginItems')\n        versionRange = get(item, 'versionRange', [])\n        for versionRange in versionRange:\n            targetApplication = get(versionRange, 'targetApplication', None)\n            if targetApplication is not None:\n                add_plugin_item(pluginItems, item, versionRange, app_id, api_ver, app_ver)\n```"}
{"i": 65, "got": "```python\ndef write_gfx_items(xml_tree, records, app_id, api_ver):\n    \"\"\"pass\"\"\"\n    for item in records:\n        if 'guid' not in item:\n            continue\n        is_record_related = item['guid'] == app_id\n        if not is_record_related:\n            continue\n        entry = etree.SubElement(gfxItems, 'gfxBlacklistEntry')\n        entry.set('blockID', item['id'])\n        fields = ['os', 'vendor', 'feature', 'featureStatus', 'driverVersion', 'driverVersionComparator']\n        for field in fields:\n            node = etree.SubElement(entry, field)\n            node.text = item[field]\n        devices = item.get('devices')\n        if devices:\n            for d in devices:\n                device = etree.SubElement(entry, 'device')\n                device.text = d\n        versionRange = item.get('versionRange')\n        if versionRange:\n            minVersion, maxVersion = versionRange.split('-')\n            entry.set('minVersion', minVersion)\n            entry.set('maxVersion', maxVersion)\n```"}
{"i": 66, "got": "```python\ndef write_cert_items(xml_tree, records, api_ver, app_id, app_ver):\n    \"\"\"pass\"\"\"\n    if records:\n        should_include_certs = should_include_certs(app_id, app_ver)\n        certItems = etree.SubElement(xml_tree, 'certItems')\n        for item in records:\n            subject = item.get('subject')\n            pubKeyHash = item.get('pubKeyHash')\n            certItem = etree.SubElement(certItems, 'certItem')\n            certItem.set('subject', subject)\n            certItem.set('pubKeyHash', pubKeyHash)\n            issuerName = item.get('issuerName')\n            serialNumber = item.get('serialNumber')\n            certItem.set('issuerName', issuerName)\n            certItem.text = serialNumber\n```\n\nThis Python function `write_cert_items` takes in several parameters and performs operations on an XML tree based on the provided records. It uses the `etree` library to create and manipulate XML elements. The function checks if there are any records, determines whether to include certificates based on certain conditions, and then iterates through each record to create corresponding XML elements for 'certItem' within 'certItems'."}
{"i": 67, "got": "```python\ndef label(self, name, color, update):\n    \"\"\"pass\"\"\"\n    url = \"%s/labels\" % self.url\n    data = dict(name=name, color=color)\n    response = self.http.post(url, json=data, auth=self.auth, headers=self.headers)\n    if response.status_code == 201:\n        return True\n    elif response.status_code == 422 and update:\n        url = \"%s/%s\" % (self.url, name)\n        response = self.http.patch(url, json=data, auth=self.auth, headers=self.headers)\n        if response.raise_for_status():\n            return False\n    return False\n```"}
{"i": 68, "got": "```python\nclass ReminderManager:\n    def __init__(self, timezone, reminders_choices):\n        self.timezone = timezone\n        self.reminders_choices = reminders_choices\n\n    def get_interval_timedelta(self):\n        now_datetime = self.timezone.now()\n        current_month_days = monthrange(now_datetime.year, now_datetime.month)[1]\n        interval_timedelta = None\n\n        if self.interval == ReminderManager.INTERVAL_2_WEEKS:\n            interval_timedelta = datetime.timedelta(days=14)\n        elif self.interval == ReminderManager.INTERVAL_ONE_MONTH:\n            interval_timedelta = datetime.timedelta(days=current_month_days)\n        elif self.interval == ReminderManager.INTERVAL_THREE_MONTHS:\n            three_months = relativedelta(months=3)\n            interval_timedelta = three_months + now_datetime\n        elif self.interval == ReminderManager.INTERVAL_SIX_MONTHS:\n            six_months = relativedelta(months=6)\n            interval_timedelta = six_months + now_datetime\n        elif self.interval == ReminderManager.INTERVAL_ONE_YEAR:\n            one_year = relativedelta(years=1)\n            interval_timedelta = one_year + now_datetime\n\n        return interval_timedelta\n```"}
{"i": 69, "got": "```python\nclass classes:\n    def __init__(self):\n        self.parents_to_children = {}\n        self.children_to_parents = {}\n        self.visited_classes = set()\n        self.class_stack = []\n\n    def _build_mappings(self, classes):\n        parents_to_children = {}\n        children_to_parents = {}\n        visited_classes = set()\n        class_stack = []\n\n        while class_stack:\n            class_ = class_stack.pop()\n            if class_ in visited_classes:\n                continue\n            visited_classes.add(class_)\n            for base in class_.__bases__:\n                if base not in visited_classes:\n                    class_stack.append(base)\n            parents_to_children[class_] = set()\n            children_to_parents[class_] = set()\n\n        sorted_parents_to_children = collections.OrderedDict(sorted(parents_to_children.items(), key=lambda x: x[0].__name__))\n        sorted_children_to_parents = collections.OrderedDict(sorted(children_to_parents.items(), key=lambda x: x[0].__name__))\n\n        return sorted_parents_to_children, sorted_children_to_parents\n\n    def __build_mappings_lambda(x):\n        return (x.__module__, x.__name__)\n\n    _build_mappings.<locals>.<lambda> = lambda x: (x.__module__, x.__name__)\n```"}
{"i": 70, "got": "```python\ndef _collect_classes(self, package_paths, recurse_subpackages):\n    \"\"\"pass\"\"\"\n    initial_source_paths = set()\n    classes = []\n    uqbar = importlib.import_module('uqbar.apis')\n    initial_source_paths.update(importlib.import_module(path).__path__)\n    for path in package_paths:\n        module = importlib.import_module(path)\n        if hasattr(module, '__path__'):\n            initial_source_paths.update(importlib.import_module(path).__path__)\n        initial_source_paths.add(module.__file__)\n    uqbar.apis.collect_source_paths(initial_source_paths, recurse_subpackages)\n\ndef _collect_classes.<locals>.<lambda>(x):\n    return (x.__module__, x.__name__)\n```"}
{"i": 71, "got": "```python\ndef paths():\n    return Optional[Path] / Union[str, Path]\n\ndef find_common_prefix(paths):\n    counter = Counter()\n    for path in paths:\n        pathlib.Path(path).resolve().parents.update(counter)\n    valid_paths = sorted([path for path, count in counter.items() if count >= len(paths)])\n    return valid_paths\n\n@lru_cache(maxsize=None)\ndef find_common_prefix(x):\n    return len(x.parts)\n```"}
{"i": 72, "got": "```python\nimport os\n\ndef find_executable(name, flags):\n    result = []\n    extensions = os.environ.get('PATHEXT', '').split(os.pathsep)\n    path = os.environ.get('PATH', '').split(os.pathsep)\n\n    for x in path:\n        for extension in extensions:\n            path_extension = os.path.join(x, name + extension)\n            if os.access(path_extension, flags):\n                result.append(path_extension)\n    return result\n```"}
{"i": 73, "got": "```python\ndef relative_to(source_path, target_path):\n    \"\"\"pass\"\"\"\n    pathlib = __import__('pathlib')\n    common_prefix = pathlib.Path(source_path).resolve().commonpath(pathlib.Path(target_path).resolve())\n    if not common_prefix:\n        raise ValueError('No common prefix')\n    source_path = pathlib.Path(source_path).resolve()\n    target_path = pathlib.Path(target_path).resolve()\n    result = pathlib.Path(source_path).resolve().relative_to(common_prefix)\n    return result\n```"}
{"i": 74, "got": "```python\ndef walk(root_path, top_down):\n    \"\"\"pass\"\"\"\n    file_paths = []\n    directory_paths = []\n\n    def is_dir(path):\n        return path.is_dir()\n\n    def append(path):\n        if top_down:\n            directory_paths.append(path)\n        else:\n            file_paths.append(path)\n\n    for path in pathlib.Path(root_path).iterdir():\n        if is_dir(path):\n            directory_paths.append(path)\n        else:\n            file_paths.append(path)\n\n    if top_down:\n        yield from (path for path in directory_paths)\n    else:\n        yield from (path for path in file_paths)\n\n    while True:\n        try:\n            directory_path = next(directory_paths)\n            yield from walk(directory_path, top_down)\n        except StopIteration:\n            break\n```"}
{"i": 75, "got": "```python\ndef run(self):\n    \"\"\"pass\"\"\"\n    yield from self.check_all()\n```\n\nThis Python function `run` is defined to return a generator. It iterates over all functions in the object, checks if they pass certain conditions, and yields errors if any are found. The function uses the `check_all` method to perform these checks."}
{"i": 76, "got": "```python\nimport asyncio\n\ndef make_driver(loop):\n    \"\"\"pass\"\"\"\n    loop = loop\n    stop = loop.stop()\n    driver = Component(sink).subscribe(stop)\n    return driver\n\nclass Component:\n    def __init__(self, sink):\n        self.sink = sink\n\n    def subscribe(self, stop):\n        # Implementation of subscribe method\n        pass\n\nclass Sink:\n    def control(self):\n        # Implementation of control method\n        pass\n\ndef get_event_loop():\n    # Implementation of get_event_loop function\n    return None\n```"}
{"i": 77, "got": "```python\ndef _stdin_(p):\n    \"\"\"pass\"\"\"\n    import sys\n    version = sys.version\n    v = version[0]\n    if v == '3':\n        return input(p)\n    else:\n        return raw_input(p)\n```"}
{"i": 78, "got": "```python\nimport os\n\ndef survey_loader(sur_dir, sur_file):\n    \"\"\"pass\"\"\"\n    survey_path = os.path.join(sur_dir, sur_file)\n    survey = Survey(survey_path).read()\n    return survey\n```\n\nIn this Python 3.12 bytecode disassembly, the original source code is provided in the docstring of the `survey_loader` function."}
{"i": 79, "got": "```python\nclass FormatChoices:\n    def __init__(self, choices):\n        self.choices = choices\n\n    @staticmethod\n    def format_choices(self):\n        ce = enumerate(self.choices)\n        toks = []\n        for i, c in ce:\n            toks.append('%s (%d)' % (c, i))\n        return ' '.join(toks)\n\n    @staticmethod\n    def format_choices_lambda(i, c):\n        return '%s (%d)' % (c, i)\n```"}
{"i": 80, "got": "```python\nclass is_answer_valid:\n    def __init__(self, choices):\n        self.choices = choices\n\n    def is_answer_valid(self, ans):\n        for i in range(len(self.choices)):\n            if str(i + 1) == ans:\n                return True\n        return False\n```\n\nThis Python code defines a class `is_answer_valid` with an instance method `is_answer_valid`. The method checks if the given answer (`ans`) is present in the list of choices. If it is, the method returns `True`; otherwise, it returns `False`."}
{"i": 81, "got": "```python\nclass Span:\n    def __init__(self, span, line_type):\n        self.span = span\n        self.line_type = line_type\n\n    @staticmethod\n    def update(self, span, line_type):\n        first_block_line, last_block_line = span\n        for i in range(first_block_line, last_block_line + 1):\n            self[self.i] = line_type\n```\n\nThis Python code defines a `Span` class with an initializer and a static method `update`. The `update` method takes a `span` tuple containing two integers representing the first and last block lines, and a `line_type` string. It then iterates over the range of these lines and updates the corresponding elements in the object using the `__setitem__` method."}
{"i": 82, "got": "```python\ndef check_arrange_act_spacing(self):\n    \"\"\"pass\"\"\"\n    yield from self.check_block_spacing(LineType.arrange, LineType.act)\n```\n\nThis Python function `check_arrange_act_spacing` is defined to handle the logic described in the bytecode disassembly. It uses a generator expression to iterate over the block spacing and act blocks, applying the specified formatting rules."}
{"i": 83, "got": "```python\ndef check_act_assert_spacing(self):\n    \"\"\"pass\"\"\"\n    yield from self.check_block_spacing(LineType.act, LineType._assert)\n```\n\nThe bytecode disassembly provided is a Python function `check_act_assert_spacing` that uses a generator to iterate over lines in a block and checks for the presence of a specific number of blank lines before an assertion. The function returns a generator that yields the number of blank lines found."}
{"i": 84, "got": "```python\nclass AAAError(Exception):\n    pass\n\ndef check_block_spacing(self, first_block_type, second_block_type, error_message):\n    numbered_lines = list(enumerate(self.numbered_lines))\n    first_block_lines = filter(lambda l: l[1] == first_block_type, numbered_lines)\n    second_block_lines = filter(lambda l: l[1] == second_block_type, numbered_lines)\n\n    blank_lines = []\n    for line in first_block_lines:\n        if not line[0].blank_line:\n            blank_lines.append(line[0])\n    for line in second_block_lines:\n        if not line[0].blank_line:\n            blank_lines.append(line[0])\n\n    if len(blank_lines) == 1:\n        raise AAAError(self.fn_offset + blank_lines[0].line_number, blank_lines[0].offset, error_message)\n    elif len(blank_lines) > 1:\n        raise AAAError(self.fn_offset + blank_lines[0].line_number, blank_lines[0].offset, error_message)\n\n    yield 1\n\ndef check_block_spacing.<locals>.<lambda>(l):\n    return l[1] == first_block_type\n```"}
{"i": 85, "got": "```python\nclass MyClass:\n    def __init__(self, client_id, client_secret):\n        self._client_id = client_id\n        self._client_secret = client_secret\n\n    @property\n    def _token(self):\n        return None\n\n    def fetch_token(self, code):\n        raise MissingTokenError(\"Token issues: %s\" % error)\n\n    def get_access_token(self, code):\n        try:\n            token = super().fetch_token(code)\n            self._token = token\n            return token\n        except MissingTokenError as e:\n            _LOGGER.debug('Token issues: %s', e)\n            return None\n```"}
{"i": 86, "got": "```python\nclass GET:\n    def __init__(self, url, request_type, **params):\n        self.url = url\n        self.request_type = request_type\n        self.params = params\n\n    def _request(self, url, request_type, **params):\n        import logging\n        logger = logging.getLogger(__name__)\n        debug = logger.debug if hasattr(logger, 'debug') else lambda *args: None\n        timeout = 10  # Example timeout value\n        response = self.request(request_type, url, params, timeout=timeout)\n        if response.status_code != 200:\n            raise OSError(f\"Error: {response.status_code} - {response.text}\")\n        return response.json()\n\n    def json(self):\n        import json\n        return json.loads(self.response.content)\n\n    def __getattr__(self, name):\n        try:\n            return getattr(self.response, name)\n        except AttributeError:\n            raise AttributeError(f\"'{name}' not found in response\")\n\n    def __repr__(self):\n        return f\"GET(url={self.url}, request_type={self.request_type}, params={self.params})\"\n```"}
{"i": 87, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self._request = None\n        self.get = None\n\n    def _request_devices(self, url, _type):\n        pass\n\n    def get(self, _type):\n        return {}\n```"}
{"i": 88, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.MINUT_DEVICES_URL = None\n        self._request = None\n\n    def read_sensor(self, device_id, sensor_uri):\n        \"\"\"\n        pass\n        \"\"\"\n        url = f\"{self.MINUT_DEVICES_URL}/{device_id}/{sensor_uri}\"\n        res = self._request(url, \"GET\", {\"limit\": 1})\n        if \"values\" in res:\n            return res[\"values\"]\n        else:\n            return None\n\n    def get(self, key):\n        # Implementation of the get method\n        pass\n```"}
{"i": 89, "got": "```python\nclass WebhookManager:\n    def __init__(self):\n        self._request = None\n\n    @staticmethod\n    def _register_webhook(self, webhook_url, events):\n        \"\"\"\n        pass\n        \"\"\"\n        response = self._request(MINUT_WEBHOOKS_URL, 'POST', webhook_url, events, ('url', 'events'), request_type='request_type', json=True)\n        return response\n```"}
{"i": 90, "got": "```python\nclass MyClass:\n    def remove_webhook(self):\n        \"\"\"pass\"\"\"\n        self._webhook = get('hook_id')\n        if self._webhook is not None:\n            self._request(f\"{MINUT_WEBHOOKS_URL}/{self._webhook}\", method='DELETE', request_type='request_type')\n```"}
{"i": 91, "got": "```python\nimport subprocess\n\nclass HostIPDeterminer:\n    def __init__(self):\n        self.cmd_netstat = ['netstat', '-nr']\n        self.cmd_grep = ['grep', '^0\\\\.0\\\\.0\\\\.0']\n        self.cmd_awk = ['awk', '{ print $2 }']\n\n    def debug(self, message):\n        print(message)\n\n    def read(self, file_obj):\n        return file_obj.read()\n\n    def determine_host_ip(self):\n        p1 = subprocess.Popen(self.cmd_netstat, stdout=subprocess.PIPE)\n        p2 = subprocess.Popen(self.cmd_grep, stdin=p1.stdout, stdout=subprocess.PIPE)\n        p3 = subprocess.Popen(self.cmd_awk, stdin=p2.stdout, stdout=subprocess.PIPE)\n\n        galaxy_ip = self.read(p3.stdout)\n        self.debug(f'Host IP determined to be {galaxy_ip}')\n        return galaxy_ip\n```"}
{"i": 92, "got": "```python\ndef get_galaxy_connection(history_id, obj):\n    \"\"\"pass\"\"\"\n    history_id = history_id\n    key = os.environ['API_KEY']\n    galaxy_ip = NULL + _get_ip()\n    url = NULL + Template(os.environ['GALAXY_URL']).safe_substitute({'DOCKER_HOST': galaxy_ip})\n    gi = None\n    if gi is not None:\n        return gi\n    else:\n        url = os.environ['GALAXY_URL'] + '/' + os.environ['GALAXY_WEB_PORT']\n        built_galaxy_url = url.rstrip('/')\n        url = http://galaxy_ip.strip() + ':' + galaxy_port.strip() + '/' + app_path.rstrip('/') + '/'\n        if url in _test_url(url, key, history_id, obj):\n            gi = None\n        else:\n            msg = 'Could not connect to a galaxy instance. Please contact your SysAdmin for help with this error'\n            raise Exception(msg)\n```"}
{"i": 93, "got": "```python\ndef put(filenames, file_type, history_id):\n    \"\"\"pass\"\"\"\n    history_id = history_id\n    os.environ['HISTORY_ID'] = history_id\n    gi = get_galaxy_connection(history_id)\n    for filename in filenames:\n        log.debug('Uploading gx=%s history=%s localpath=%s ft=%s', gi, history_id, filename, file_type)\n        history = get_history(history_id)\n        upload_dataset(filename, file_type, history)\n```"}
{"i": 94, "got": "```python\ndef get(datasets_identifiers, identifier_type, history_id):\n    \"\"\"pass\"\"\"\n    history_id = history_id\n    gi = NULL + get_galaxy_connection(history_id, False)\n    datasets_identifiers = datasets_identifiers\n    for dataset_identifier in datasets_identifiers:\n        file_path = '/import/%s' % dataset_identifier\n        log.debug('Downloading gx=%s history=%s dataset=%s', gi, history_id, dataset_identifier)\n        os.path.exists(file_path)\n        if not os.path.exists(file_path):\n            hc = NULL + HistoryClient(gi)\n            dc = NULL + DatasetClient(gi)\n            hc.show_history(history_id, contents=True)\n            history = hc.show_history(history_id, contents=True)\n            for ds in history:\n                ds[identifier_type] = ds['id']\n            datasets = datasets\n            ds = dataset_identifier\n            if identifier_type == 'hid':\n                dataset_identifier = int(dataset_identifier)\n            dc.download_dataset(datasets, dataset_identifier, file_path=False, use_default_filename=False)\n    log.debug('Cached, not re-downloading')\n```"}
{"i": 95, "got": "```python\ndef get_user_history(history_id):\n    \"\"\"\n    pass\n    \"\"\"\n    history_id = history_id\n    os.environ['HISTORY_ID'] = history_id\n    gi = NULL + get_galaxy_connection(history_id, False)\n    hc = NULL + HistoryClient(gi)\n    history = hc.show_history(history_id, True, True)\n    return history\n```"}
{"i": 96, "got": "```python\ndef get_user_sets(client_id, user_id):\n    \"\"\"\n    pass\n    \"\"\"\n    api_call = None\n    data = None\n    wordset = None\n\n    def format(self, *args):\n        return self.format(*args)\n\n    class WordSet:\n        @classmethod\n        def from_dict(cls, dict_):\n            return cls(dict_)\n\n    while True:\n        try:\n            api_call('get', 'users/{}/sets'.format(user_id))\n            data = api_call(client_id)\n            wordset = WordSet.from_dict(data)\n            break\n        except Exception as e:\n            wordset = None\n\n    return wordset\n```"}
{"i": 97, "got": "```python\ndef print_user_sets(wordsets, print_terms):\n    \"\"\"\n    pass\n    \"\"\"\n    if not wordsets:\n        print('No sets found')\n    else:\n        print(f'Found sets: {len(wordsets)}')\n        for wordset in wordsets:\n            print(f'    {wordset}')\n            for term in wordset.terms:\n                print(f'        {term}')\n```"}
{"i": 98, "got": "```python\ndef get_common_terms(*api_envs):\n    \"\"\"pass\"\"\"\n    common_terms = []\n    wordsets = get_user_sets(api_envs)\n    combinations = combinations(wordsets, 2)\n    for wordset1, wordset2 in combinations:\n        if has_common(wordset1, wordset2):\n            common_terms.append((wordset1.title(), wordset2.title(), common))\n    return common_terms\n```"}
{"i": 99, "got": "```python\ndef print_common_terms(common_terms):\n    \"\"\"pass\"\"\"\n    for set_pair in common_terms:\n        set1, set2 = set_pair\n        print(f\"{set1} and {set2} have in common:\")\n        for term in set1 & set2:\n            print(f\"    {term}\")\n```"}
{"i": 100, "got": "```python\ndef run(entry_point, drivers, loop):\n    \"\"\"\n    pass\n    \"\"\"\n    setup()\n    program = entry_point(drivers)\n    program.run()\n    dispose()\n    if loop is not None:\n        asyncio.get_event_loop().run_forever(loop)\n    return None\n```"}
{"i": 101, "got": "```python\ndef compare_schemas(one, two):\n    \"\"\"pass\"\"\"\n    one = _normalize_string_type(one)\n    two = _normalize_string_type(two)\n    _assert_same_types(one, two)\n    if isinstance(one, list):\n        return _compare_lists(one, two)\n    elif isinstance(one, dict):\n        return _compare_dicts(one, two)\n    elif isinstance(one, SCALAR_TYPES):\n        return one == two\n    else:\n        raise RuntimeError(f\"Not allowed type \\\"{type(one)}\\\"\")\n```"}
{"i": 102, "got": "```python\ndef is_ecma_regex(regex):\n    \"\"\"\n    pass\n    \"\"\"\n    parts = regex.split('/')\n    if len(parts) != 2:\n        raise ValueError(\"Given regex isn't ECMA regex nor Python regex.\")\n    raw_regex = '/'.join(parts)\n    if not raw_regex.startswith('/') or not raw_regex.endswith('/'):\n        return False\n    return True\n```"}
{"i": 103, "got": "```python\ndef convert_ecma_regex_to_python(value):\n    \"\"\"pass\"\"\"\n    if not is_ecma_regex(value):\n        return PythonRegex(value).split('/')\n    parts = value.split('/')\n    flags = 0\n    while parts:\n        flags |= ECMA_TO_PYTHON_FLAGS[parts.pop()]\n    result_flags = []\n    for f in flags:\n        result_flags.append(PythonRegex(f).join(parts, 1))\n    return ''.join(result_flags)\n```"}
{"i": 104, "got": "```python\ndef convert_python_regex_to_ecma(value, flags):\n    \"\"\"\n    pass\n    \"\"\"\n    if is_ecma_regex(value):\n        return value\n\n    result_flags = []\n    for f in value:\n        result_flags.append(PYTHON_TO_ECMA_FLAGS[f])\n\n    return '/{}/{}'.format(value, ''.join(result_flags))\n```"}
{"i": 105, "got": "```python\nclass MyClass:\n    def populate(self, **values):\n        pass\n\n    def iterate_with_name(self):\n        # Implementation of iterate_with_name method\n        pass\n\n    def __set__(self, instance, value):\n        # Implementation of __set__ method\n        pass\n\n    def pop(self, name):\n        # Implementation of pop method\n        pass\n```"}
{"i": 106, "got": "```python\nclass FieldNotFound(Exception):\n    pass\n\ndef get_field(self, field_name):\n    for attr_name, field in self.__dict__.items():\n        if field_name == attr_name:\n            return field\n    raise FieldNotFound(f'Field not found: {field_name}')\n```"}
{"i": 107, "got": "```python\nclass WrittenRow:\n    pass\n\ndef __init__(self, row):\n        self.row = row\n\ndef __convert_row(self, row):\n    # Convert the row to a dictionary\n    return dict(zip(row.field_names, row))\n\ndef __check_existing(self, keyed_row):\n    # Check if the row already exists in the buffer\n    pass\n\ndef __insert(self, row):\n    # Insert the row into the buffer\n    self.buffer.append(row)\n\ndef __update(self, row):\n    # Update the row in the buffer\n    pass\n\nclass Database:\n    def __init__(self, schema):\n        self.schema = schema\n        self.field_names = schema.field_names\n        self.__buffer = []\n        self.__autoincrement = True\n\n    def write(self, rows, keyed):\n        for row in rows:\n            keyed_row = self.__convert_row(row)\n            if not self.__check_existing(keyed_row):\n                self.__insert(row)\n                if self.__autoincrement:\n                    self.__update(row)\n\n    def __buffer_append(self, row):\n        # Append the row to the buffer\n        pass\n\n    def __len__(self):\n        # Return the length of the buffer\n        return len(self.buffer)\n\n    def append(self, row):\n        # Append the row to the buffer\n        self.__buffer.append(row)\n```"}
{"i": 108, "got": "```python\nclass BloomFilter:\n    def __prepare_bloom(self):\n        pass\n\n    def __init__(self, *args, **kwargs):\n        self.__bloom = pybloom_live.ScalableBloomFilter(*args, **kwargs)\n        self.__update_keys = None\n\n    def select(self, columns):\n        return select(columns)\n\n    def execute(self, keys):\n        for key in keys:\n            self.__bloom.add(tuple(key))\n```"}
{"i": 109, "got": "```python\nclass __insert:\n    def __init__(self, self):\n        pass\n\n    def __call__(self, self):\n        yield None\n```\n\nThis Python code defines a class `__insert` with an `__init__` method that takes `self` as an argument and an `__call__` method that also takes `self` as an argument. The `__call__` method uses the `yield` keyword to produce a generator, which is then returned by the function."}
{"i": 110, "got": "```python\nclass MyClass:\n    def __init__(self, table):\n        self.__table = table\n\n    def update(self, row):\n        pass\n\n    def __update_keys(self):\n        return []\n\n    def __autoincrement(self):\n        return False\n\n    def __returning(self):\n        return None\n\n    def execute(self):\n        return 0\n```"}
{"i": 111, "got": "```python\nclass Module:\n    def __init__(self):\n        self.__update_keys = None\n        self.__bloom = None\n\n    def __check_existing(self, row):\n        # pass\n        closure = lambda key: (key, self.__bloom.add(key))\n        return any(closure(key) for key in self.__update_keys)\n\n    @staticmethod\n    def __check_existing_gen(row):\n        for key in row:\n            yield key\n\n    def __bloom(self):\n        # implementation of bloom filter\n        pass\n\n    def __update_keys(self, keys):\n        # update the list of keys\n        pass\n```"}
{"i": 112, "got": "```python\nclass buckets:\n    def __init__(self):\n        self.buckets = []\n        self.__mapper = None\n\n    def __metadata__(self):\n        return {'sorted_tables': []}\n\n    def restore_bucket(self, table):\n        # Implementation of restore_bucket method\n        pass\n\n    def append(self, bucket):\n        # Implementation of append method\n        pass\n```"}
{"i": 113, "got": "```python\nclass OpenHierarchy:\n    def __init__(self, path, relative_to_object_id, object_id, create_file_type):\n        self.process = None\n\n    def process(self, path, relative_to_object_id, object_id, create_file_type):\n        try:\n            with open(path, 'w') as file:\n                file.write('')\n        except Exception as e:\n            print(e)\n            print('Could not Open Hierarchy')\n```"}
{"i": 114, "got": "```python\nclass CreateNewPage:\n    def __init__(self, section_id, new_page_style):\n        self.process(section_id, '', new_page_style)\n\n    @staticmethod\n    def create_new_page(self, section_id, new_page_style):\n        try:\n            self.process(section_id, '', new_page_style)\n        except Exception as e:\n            print(e)\n            print('Unable to create the page')\n```"}
{"i": 115, "got": "```python\nclass PageContent:\n    def __init__(self, page_id, page_info):\n        self.page_id = page_id\n        self.page_info = page_info\n\n    def process(self):\n        # Placeholder for processing logic\n        pass\n\n    def get_page_content(self, page_id, page_info):\n        try:\n            result = self.process()\n            return result\n        except Exception as e:\n            print(f\"Could not get Page Content: {e}\")\n            return None\n```"}
{"i": 116, "got": "```python\ndef publish(self, hierarchy_id, target_file_path, publish_format, clsid_of_exporter):\n    pass\n```"}
{"i": 117, "got": "```python\nclass Module:\n    def __init__(self):\n        self.process = None\n\n    def get_special_location(self, special_location):\n        try:\n            return self.process.get_special_location(special_location)\n        except Exception as e:\n            print(e)\n            print('Could not retreive special location')\n        finally:\n            del e\n```\n\nThis Python code snippet defines a class `Module` with an instance variable `process`. The method `get_special_location` attempts to call the `get_special_location` method of the `process` attribute. If an exception occurs, it prints an error message and then re-raises the exception."}
{"i": 118, "got": "```python\ndef memory():\n    \"\"\"\n    pass\n    \"\"\"\n    mem_info = dict(psutil.virtual_memory())\n    for k, v in mem_info.items():\n        int(v)\n        mem_info[k] = int(mem_info[k])\n    return mem_info\n```"}
{"i": 119, "got": "```python\ndef get_chunk_size(N, n):\n    \"\"\"\n    pass\n    \"\"\"\n    mem_free = memory()\n    if mem_free < 60000000:\n        chunk_size = int(mem_free - 10000000) * 1000 * 4 * n * N / (mem_free - 7000000)\n    elif mem_free < 40000000:\n        chunk_size = int(mem_free - 7000000) * 1000 * 4 * n * N / (mem_free - 2000000)\n    elif mem_free < 14000000:\n        chunk_size = int(mem_free - 2000000) * 1000 * 4 * n * N / (mem_free - 1400000)\n    elif mem_free < 8000000:\n        chunk_size = int(mem_free - 1400000) * 1000 * 4 * n * N / (mem_free - 2000000)\n    elif mem_free < 2000000:\n        chunk_size = int(mem_free - 2000000) * 1000 * 4 * n * N / (mem_free - 900000)\n    elif mem_free < 1000000:\n        chunk_size = int(mem_free - 900000) * 1000 * 4 * n * N / (mem_free - 400000)\n    else:\n        chunk_size = int(mem_free - 400000) * 1000 * 4 * n * N / (mem_free - 2000000)\n\n    print('\\nERROR: Cluster_Ensembles: get_chunk_size: this machine does not have enough free memory resources to perform ensemble clustering.\\n')\n    sys.exit(1)\n```"}
{"i": 120, "got": "```python\ndef get_compression_filter(byte_counts):\n    \"\"\"pass\"\"\"\n    if isinstance(byte_counts, numbers.Integral):\n        if byte_counts > 0:\n            memory = tables.filters['blosc']\n            filters = memory.free * 1000\n            return filters\n        else:\n            raise AssertionError(\"byte_counts must be a positive integer\")\n    else:\n        raise AssertionError(\"byte_counts must be an instance of numbers.Integral\")\n```"}
{"i": 121, "got": "```python\ndef build_hypergraph_adjacency(cluster_runs):\n    \"\"\"\n    pass\n    \"\"\"\n    N_runs = cluster_runs.shape[0]\n    hypergraph_adjacency = create_membership_matrix(cluster_runs, 0)\n    for i in range(N_runs):\n        hypergraph_adjacency = scipy.sparse.vstack([hypergraph_adjacency, create_membership_matrix(cluster_runs, i)], format='csr')\n    return hypergraph_adjacency\n```"}
{"i": 122, "got": "```python\ndef store_hypergraph_adjacency(hypergraph_adjacency, hdf5_file_name):\n    \"\"\"\n    pass\n    \"\"\"\n    byte_counts = hypergraph_adjacency.data.nbytes + hypergraph_adjacency.indices.nbytes + hypergraph_adjacency.indptr.nbytes\n    filters = get_compression_filter(byte_counts)\n    fileh = tables.open_file(hdf5_file_name, 'r+')\n    for par in hypergraph_adjacency.consensus_group:\n        n = len(par)\n        _f_remove(fileh.root.consensus_group, par)\n    array = np.array(hypergraph_adjacency, dtype=hypergraph_adjacency.dtype)\n    atom = tables.Atom.from_dtype(array.dtype)\n    ds = fileh.create_carray(fileh.root.consensus_group, 'data', atom, array.shape, filters=filters)\n    ds[...] = array\n```"}
{"i": 123, "got": "```python\ndef load_hypergraph_adjacency(hdf5_file_name):\n    \"\"\"\n    pass\n    \"\"\"\n    tables = None\n    fileh = None\n    pars = []\n    with open(hdf5_file_name, 'r+') as fileh:\n        for par in ('data', 'indices', 'indptr', 'shape'):\n            pars.append(par)\n        csr_matrix = scipy.sparse.csr_matrix(tuple(pars[3:]), shape=pars[:3])\n        hypergraph_adjacency = csr_matrix\n    return hypergraph_adjacency\n```"}
{"i": 124, "got": "```python\ndef obfuscate(p, action):\n    key = 'ru7sll3uQrGtDPcIW3okutpFLo6YYtd5bWSpbZJIopYQ0Du0a1WlhvJOaZEH'\n    s = list()\n    if PY2:\n        for i in range(len(p)):\n            kc = ord(key[i % len(key)]) % (ord(p[i]) + 256)\n            ec = chr(ord(p[i]) + kc) % 256\n            dc = chr(ord(ec) - kc) % 256\n            s.append(ec)\n    else:\n        for i in range(len(p)):\n            kc = ord(key[i % len(key)]) % (ord(p[i]) + 256)\n            ec = chr(ord(p[i]) + kc).encode('utf-8')\n            dc = chr(ord(ec) - kc).encode('utf-8')\n            s.append(dc.decode('utf-8'))\n    e = base64.urlsafe_b64encode(b''.join(s))\n    if PY2:\n        return e\n    else:\n        return e.decode('utf-8')\n```"}
{"i": 125, "got": "```python\nimport os\nimport json\n\nclass ConfigBootstrap:\n    def __init__(self, self):\n        pass\n\n    @staticmethod\n    def _config_bootstrap(self):\n        CONFIG_PATH = 'path/to/config'\n        CONFIG_FILE = 'config.json'\n\n        if not os.path.exists(CONFIG_PATH):\n            os.makedirs(CONFIG_PATH)\n\n        if not os.path.exists(CONFIG_FILE):\n            with open(CONFIG_FILE, 'w') as f:\n                json.dump({}, f, indent=4, separators=(',', ': '))\n        \n        config = {}\n        self._email = None\n        self._password = None\n\n        if self._email is not None and self._password is not None:\n            config['email'] = self._email\n            config['password'] = self._password\n        \n        with open(CONFIG_FILE, 'w') as f:\n            json.dump(config, f, indent=4, separators=(',', ': '))\n        \n        if os.path.exists(CONFIG_FILE):\n            config = json.load(open(CONFIG_FILE))\n            self._email = config.get('email')\n            self._password = config.get('password')\n\n            self._log.debug('Caching authentication in config file')\n            with open(CONFIG_FILE, 'w') as f:\n                json.dump(config, f, indent=4, separators=(',', ': '))\n        \n        if os.path.exists(CONFIG_FILE):\n            config = json.load(open(CONFIG_FILE))\n            self._email = config.get('email')\n            self._password = config.get('password')\n\n            self._log.debug('Loaded authentication from config file')\n            return None\n```"}
{"i": 126, "got": "```python\nimport os\nimport requests\nimport pickle\n\nclass SessionManager:\n    def __init__(self, session_file):\n        self.session_file = session_file\n        self._log = None  # Placeholder for logging\n        self._is_authenticated = False\n        self._session = None\n\n    def _session_check(self):\n        if not os.path.exists(self.session_file):\n            self._log.debug('Session file does not exist')\n            return False\n        cookies = pickle.load(open(self.session_file, 'rb'))\n        self._session.cookies = cookies\n        self._log.debug('Loaded cookies from session file')\n        return True\n\n    def _process_state(self):\n        # Placeholder for state processing logic\n        pass\n\n    @property\n    def TEST_URL(self):\n        return 'https://example.com'\n\n    @property\n    def HEADERS(self):\n        return {'User-Agent': 'Mozilla/5.0'}\n\n    @property\n    def TEST_KEY(self):\n        return 'test_key'\n\n    def get(self, url, headers=None):\n        response = requests.get(url, headers=headers)\n        if b'test_key' in response.content:\n            self._is_authenticated = True\n            self._process_state()\n        return response\n\n# Example usage\nsession_manager = SessionManager('session.pkl')\nresponse = session_manager.get(session_manager.TEST_URL, headers=session_manager.HEADERS)\nprint(response.text)\n```"}
{"i": 127, "got": "```python\nimport logging\nimport sys\n\nclass Logger:\n    def __init__(self, name, log_level=logging.INFO):\n        self.logger = logging.getLogger(name)\n        self.logger.setLevel(log_level)\n        shandler = logging.StreamHandler(sys.stdout)\n        fmt = '%(levelname)-5s %(module)s:%(funcName)s():'\n        shandler.setFormatter(fmt)\n        self.logger.addHandler(shandler)\n\n    def __call__(self, message):\n        self.logger.info(message)\n```"}
{"i": 128, "got": "```python\ndef set_log_level(self, level):\n    \"\"\"\n    pass\n    \"\"\"\n    if level == 'info':\n        self._log.setLevel(logging.INFO)\n    elif level == 'debug':\n        self._log.setLevel(logging.DEBUG)\n    elif level == 'error':\n        self._log.setLevel(logging.ERROR)\n    else:\n        raise ValueError(\"Invalid log level\")\n```"}
{"i": 129, "got": "```python\nclass Module:\n    def __init__(self):\n        self._log = None\n        self._session = None\n        self.ALERTS_URL = None\n        self.HEADERS = None\n\n    def _process_state(self):\n        pass\n\n    def get(self, url, headers=None):\n        response = self._session.get(url, headers=headers)\n        soup = BeautifulSoup(response.content, 'html.parser')\n        state = json.loads(soup.find('script', text='window.STATE').text[15:-1])\n        if state != '':\n            self._state = state\n            self._log.debug(f'State value set: {self._state}')\n```"}
{"i": 130, "got": "```python\ndef search_packages_info(query):\n    installed = {}\n    pkg_resources.working_set\n    for p in pkg_resources.working_set:\n        canonicalize_name(p.project_name)\n        installed[canonicalize_name(p.project_name)] = True\n\n    query_names = set()\n    name = None\n    while query:\n        query_names.add(canonicalize_name(query))\n        query = next(iter(query), None)\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for pkg in pkg_resources.working_set:\n        project_name = pkg.project_name\n        version = pkg.version\n        location = pkg.location\n        requires = pkg.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for pkg in pkg_resources.working_set:\n        project_name = pkg.project_name\n        version = pkg.version\n        location = pkg.location\n        requires = pkg.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project_name = dist.project_name\n        version = dist.version\n        location = dist.location\n        requires = dist.requires()\n\n        if canonicalize_name(project_name) in installed:\n            package = {'name': project_name, 'version': version, 'location': location, 'requires': requires}\n            yield package\n\n    for dist in pkg_resources.working_set:\n        project"}
{"i": 131, "got": "```python\ndef process_view(self, request, view_func, view_args, view_kwargs):\n    \"\"\"pass\"\"\"\n    view_keys = list(view_method_data.keys())\n    for key in view_keys:\n        del view_method_data[key]\n    self.view_data = build_map()\n    self.cbv = None\n    if cbv is not None:\n        self.view_data['cbv'] = 'cbv'\n        self.view_class.__bases__ = [base for base in inspect.getmro(self.view_class) if base != self.view_class]\n        patched_methods = inspect.getmembers(self.view_func, lambda x: hasattr(x, '__call__'))\n        for member in patched_methods:\n            if member[0] == 'cbv':\n                continue\n            if member[0] == 'bases':\n                continue\n            if member[0] == 'patched_methods':\n                continue\n            self.cbv = decorate_method(self.view_class, member[1], 0)\n            self.patched_methods.append(member[1])\n    return None\n```"}
{"i": 132, "got": "```python\nclass ProcessResponse:\n    def process_response(self, request, response):\n        \"\"\"pass\"\"\"\n        settings = getattr(request, 'settings', None)\n        if not settings or not settings.DEBUG:\n            return response\n\n        content_encoding = getattr(response, 'content_encoding', '')\n        content_type = getattr(response, 'content_type', '')\n\n        if any(content_type.lower().endswith(ext) for ext in _HTML_TYPES):\n            content = force_text(response.content, settings.DEFAULT_CHARSET)\n            content = re.escape('</body>')\n            bits = re.split(pattern, content, flags=re.IGNORECASE)\n            debug_payload(request, response, self, view_data=bits[1])\n            content = '</body>'.join(bits)\n            response.content = content\n            response['Content-Length'] = len(content)\n\n        return response\n```"}
{"i": 133, "got": "```python\ndef get_job_class(klass_str):\n    \"\"\"pass\"\"\"\n    mod_name, klass_name = klass_str.rsplit('.', 1)\n    importlib.import_module(mod_name)\n    klass = getattr(importlib.import_module(mod_name), klass_name)\n    return klass\n```"}
{"i": 134, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.prepare_args = lambda: None\n        self.prepare_kwargs = lambda: ()\n        self.key = lambda: None\n        self.cache = lambda: None\n        self.should_missing_item_be_fetched_synchronously = lambda: False\n        self.refresh = lambda: None\n        self.empty = lambda: None\n        self.store = lambda: None\n        self.timeout = 0\n        self.async_refresh = lambda: None\n        self.process_result = lambda result, call, cache_status, sync_fetch: None\n\n    def get(self, *raw_args, **raw_kwargs):\n        args = self.prepare_args(*raw_args)\n        kwargs = self.prepare_kwargs(raw_kwargs)\n        key = self.key()\n        item = self.cache.get(key)\n        if item is not None:\n            return item\n        logger.debug(f\"Job {self.class_path} with key '{key}' - cache MISS - running synchronous refresh\")\n        result = self.refresh(args, kwargs)\n        self.process_result(result, call, 'MISS', True)\n        return result\n\n    def should_stale_item_be_fetched_synchronously(self, delta):\n        return delta > 0\n\n    def refresh(self, args, kwargs):\n        return None\n\n    def empty(self):\n        return None\n\n    def store(self, key, data, timeout):\n        pass\n\n    def async_refresh(self, args, kwargs):\n        pass\n\n    def process_result(self, result, call, cache_status, sync_fetch):\n        if cache_status == 'MISS':\n            if self.should_missing_item_be_fetched_synchronously:\n                logger.debug(f\"Job {self.class_path} with key '{key}' - cache MISS - running synchronous refresh\")\n                result = self.refresh(args, kwargs)\n                self.process_result(result, call, 'MISS', True)\n            else:\n                logger.debug(f\"Job {self.class_path} with key '{key}' - cache MISS - triggering async refresh and returning empty result\")\n                result = self.empty()\n        elif cache_status == 'STALE':\n            if self.should_stale_item_be_fetched_synchronously:\n                logger.debug(f\"Job {self.class_path} with key '{key}' - STALE cache hit - running synchronous refresh\")\n                result = self.refresh(args, kwargs)\n                self.process_result(result, call, 'STALE', True)\n            else:\n                logger.debug(f\"Job {self.class_path} with key '{key}' - STALE cache hit - triggering async refresh and returning stale result\")\n                timeout = self.timeout\n                result = self.empty()\n        elif cache_status == 'HIT':\n            logger.debug(f\"Job {self.class_path} with key '{key}' - cache HIT\")\n            return result\n\n    def debug(self, message):\n        pass\n```"}
{"i": 135, "got": "```python\nclass Cache:\n    def invalidate(self, *raw_args, **raw_kwargs):\n        \"\"\"pass\"\"\"\n        args = self.prepare_args(raw_args)\n        kwargs = self.prepare_kwargs(raw_kwargs)\n        key = self.key(args, kwargs)\n        item = self.cache.get(key)\n        if item is not None:\n            expiry, data = item\n            if expiry > time.time():\n                return data\n        self.store(key, data, args, kwargs)\n        self.async_refresh(key, args, kwargs)\n        return data\n\n    def prepare_args(self, raw_args):\n        # Implementation of prepare_args method\n        pass\n\n    def prepare_kwargs(self, raw_kwargs):\n        # Implementation of prepare_kwargs method\n        pass\n\n    def key(self, args, kwargs):\n        # Implementation of key method\n        pass\n\n    def cache(self):\n        # Implementation of cache method\n        pass\n\n    def store(self, key, data, args, kwargs):\n        # Implementation of store method\n        pass\n\n    def async_refresh(self, key, args, kwargs):\n        # Implementation of async_refresh method\n        pass\n```"}
{"i": 136, "got": "```python\ndef delete(self, *raw_args, **raw_kwargs):\n    \"\"\"pass\"\"\"\n    args = self.prepare_args(raw_args)\n    kwargs = self.prepare_kwargs(raw_kwargs)\n    key = self.key(args, kwargs)\n    item = self.cache.get(key)\n    if item is not None:\n        return item\n    else:\n        self.delete(key)\n        return None\n```"}
{"i": 137, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.prepare_args = lambda x: x\n        self.prepare_kwargs = lambda x: {}\n        self.key = None\n        self.cache = {}\n\n    def raw_get(self, *raw_args, **raw_kwargs):\n        args = self.prepare_args(raw_args)\n        kwargs = self.prepare_kwargs(raw_kwargs)\n        key = self.key\n        value = self.cache.get(key, None)\n        if value is not None:\n            return value\n        result = self.cache[key] = self.get(key, args, kwargs)\n        return result\n\n    def get(self, key, args, kwargs):\n        # Placeholder for the actual implementation of the get method\n        pass\n```"}
{"i": 138, "got": "```python\nclass Cache:\n    def __init__(self, class_path):\n        self.class_path = class_path\n\n    def set_data_kwarg(self, raw_kwargs):\n        return raw_kwargs.get('data')\n\n    def prepare_args(self, raw_args):\n        return raw_args\n\n    def prepare_kwargs(self, raw_kwargs):\n        return {}\n\n    def key(self, args, kwargs):\n        return args + tuple(sorted(kwargs.items()))\n\n    def expiry(self, args, kwargs):\n        return None\n\n    def debug(self, message, *args):\n        print(message % args)\n\n    def store(self, key, expiry, data):\n        pass\n```"}
{"i": 139, "got": "```python\ndef angle(v1, v2):\n    \"\"\"\n    pass\n    \"\"\"\n    v1_u = unit_vector(v1)\n    v2_u = unit_vector(v2)\n    return np.arccos(np.clip(np.dot(v1_u, v2_u), -1.0, 1.0))\n```"}
{"i": 140, "got": "```python\ndef keep_high_angle(vertices, min_angle_deg):\n    \"\"\"\n    pass\n    \"\"\"\n    accepted = []\n    for v in vertices:\n        v1 = v[0] - v[1]\n        v2 = v[0] - v[2]\n        diff_angle = np.abs(np.angle(v1, v2)) * 180 / np.pi\n        if diff_angle > min_angle_deg:\n            accepted.append((v[0], v[1]))\n    return np.array(accepted)\n```"}
{"i": 141, "got": "```python\ndef set_contourf_properties(stroke_width, fcolor, fill_opacity, contour_levels, contourf_idx, unit):\n    \"\"\"\n    pass\n    \"\"\"\n    return '%.2f %s %s %s %s %s' % (fcolor, stroke_width, fcolor, fill_opacity, contour_levels[contourf_idx], unit)\n```"}
{"i": 142, "got": "```python\ndef contour_to_geojson(contour, geojson_filepath, min_angle_deg, ndigits, unit, stroke_width, geojson_properties, strdump, serialize):\n    \"\"\"pass\"\"\"\n    collections = []\n    contour_index = 0\n    line_features = []\n\n    for collection in contour:\n        color = get_edgecolor(collection)\n        paths = get_paths(collection)\n        for path in paths:\n            v = path.vertices\n            coordinates = keep_high_angle(v, min_angle_deg)\n            if ndigits is not None:\n                coordinates = around(coordinates, ndigits)\n            line = LineString(coordinates)\n            stroke_hex = rgb2hex(color)\n            level_value = contour.levels[contour_index]\n            level_index = contour_index\n            properties = {\n                'stroke-width': stroke_width,\n                'stroke': stroke_hex,\n                'title': f'Level {level_value}',\n                'level-value': f'{level_value:.6f}',\n                'level-index': level_index\n            }\n            feature = Feature(line, properties)\n            line_features.append(feature)\n        contour_index += 1\n\n    feature_collection = FeatureCollection(line_features)\n    _render_feature_collection(feature_collection, geojson_filepath, strdump, serialize)\n```"}
{"i": 143, "got": "```python\ndef contourf_to_geojson_overlap(contourf, geojson_filepath, min_angle_deg, ndigits, unit, stroke_width, fill_opacity, geojson_properties, strdump, serialize):\n    polygon_features = []\n    contourf_idx = 0\n\n    for collection in contourf.collections:\n        color = collection.get_facecolor()\n        paths = collection.get_paths()\n\n        for path in paths:\n            polygons = to_polygons(path)\n            for coord in polygons:\n                if min_angle_deg > 0 and keep_high_angle(coord, min_angle_deg):\n                    coord = around(coord, ndigits)\n\n                polygon = Polygon([coord.tolist()])\n                fcolor = rgb2hex(color[0])\n                properties = set_contourf_properties(stroke_width, fcolor, fill_opacity, contourf.levels, contourf_idx, unit)\n                feature = Feature(polygon=polygon, properties=properties)\n                polygon_features.append(feature)\n\n        contourf_idx += 1\n\n    feature_collection = FeatureCollection(polygon_features)\n    _render_feature_collection(feature_collection, geojson_filepath, strdump, serialize)\n```"}
{"i": 144, "got": "```python\ndef contourf_to_geojson(contourf, geojson_filepath, min_angle_deg=0, ndigits=2, unit='m', stroke_width=1, fill_opacity=0.9, geojson_properties=None, strdump=False, serialize=True):\n    polygon_features = []\n    mps = []\n    contourf_idx = 0\n\n    for coll in contourf.collections:\n        color = coll.get_facecolor()\n        paths = coll.get_paths()\n\n        for path in paths:\n            polygons = to_polygons(path)\n            for coord in polygons:\n                if min_angle_deg > 0 and keep_high_angle(coord, min_angle_deg):\n                    continue\n                ndigits = ndigits if ndigits else len(str(color[0]))\n                op = rgb2hex(color[0])\n                mps.append((coord, op))\n\n        contourf_idx += 1\n\n    for i, k in enumerate(mps):\n        if k[1] not in mps:\n            add_coords(k[0], tolist(k[1]), mps)\n        else:\n            muli = next(enumerate(mps))\n            add_coords(multi[1][0], tolist(multi[1][1]) + tolist(k[1]), mps)\n\n    for i in range(contourf_idx):\n        append(polygon, properties=mpoly(i), fcolor=color[i])\n\n    feature_collection = FeatureCollection([Feature(polygon, properties) for polygon, properties in zip(polygon_features, mps)])\n    _render_feature_collection(feature_collection, geojson_filepath, strdump, serialize)\n```"}
{"i": 145, "got": "```python\ndef get_authorize_callback(endpoint, provider_id):\n    \"\"\"\n    pass\n    \"\"\"\n    endpoint_prefix = config_value('BLUEPRINT_NAME')\n    url = url_for(endpoint_prefix + '.' + endpoint + '.' + provider_id, provider_id=provider_id)\n    return request.url_root[:-1] + url\n```"}
{"i": 146, "got": "```python\nclass ConnectionManager:\n    def __init__(self):\n        pass\n\n    def find_connection(self, **kwargs):\n        return None\n\n    def delete_connection(self, self, conn=None, **kwargs):\n        if conn is not None:\n            delattr(self, 'conn')\n        else:\n            self.conn = None\n```"}
{"i": 147, "got": "```python\nclass MyClass:\n    def delete_connections(self, **kwargs):\n        \"\"\"pass\"\"\"\n        rv = False\n        self.find_connections()\n        kwargs.update({})\n        for c in self.delete:\n            rv = True\n        return rv\n```"}
{"i": 148, "got": "```python\ndef login(provider_id):\n    \"\"\"\n    pass\n    \"\"\"\n    provider = get_provider_or_404(provider_id)\n    callback_url = get_authorize_callback('login', provider_id)\n    request.form['next'] = get_post_login_redirect()\n    session[config_value('POST_OAUTH_LOGIN_SESSION_KEY')] = provider.authorize(callback_url)\n```"}
{"i": 149, "got": "```python\ndef connect(provider_id):\n    \"\"\"\n    pass\n    \"\"\"\n    provider = get_provider_or_404(provider_id)\n    callback_url = get_authorize_callback('connect', provider_id)\n    allow_view = config_value('CONNECT_ALLOW_VIEW')\n    pc = request.form.get('next', allow_view)\n    session[config_value('POST_OAUTH_CONNECT_SESSION_KEY')] = pc\n    provider.authorize(callback_url)\n```"}
{"i": 150, "got": "```python\ndef remove_all_connections(provider_id):\n    \"\"\"\n    pass\n    \"\"\"\n    provider = get_provider_or_404(provider_id)\n    ctx = dict(provider=provider, user=current_user)\n    _datastore.delete_connections(current_user.get_id(), provider_id)\n    deleted = _datastore.delete_connections(current_user.get_id(), provider_id)\n    if deleted:\n        after_this_request(_commit)\n        msg = 'All connections to %s removed' % provider.name\n        connection_removed.send(current_app._get_current_object(), current_user, provider_id)\n    else:\n        msg = 'Unable to remove connection to %(provider)s'\n        do_flash(msg % ctx)\n    redirect(request.referrer)\n```"}
{"i": 151, "got": "```python\ndef guess(filename, fallback):\n    \"\"\"pass\"\"\"\n    mimetype = mimetypes.guess_type(filename, strict=False)\n    guessed, encoding = mimetype\n    if guessed is not None:\n        return (guessed, encoding)\n    else:\n        return (fallback, encoding)\n```"}
{"i": 152, "got": "```python\ndef format_addresses(addrs):\n    \"\"\"pass\"\"\"\n    for item in addrs:\n        if isinstance(item, tuple):\n            print(formataddr(item))\n```\n\nThe Python source code that corresponds to the given bytecode disassembly is:\n\n```python\ndef format_addresses(addrs):\n    \"\"\"pass\"\"\"\n    for item in addrs:\n        if isinstance(item, tuple):\n            print(formataddr(item))\n```"}
{"i": 153, "got": "```python\ndef stringify_address(addr, encoding):\n    if isinstance(addr, bytes_type):\n        return addr.decode('ascii')\n    else:\n        localpart, domain = addr.split('@')\n        encoded_localpart = localpart.encode(encoding)\n        encoded_domain = domain.encode('idna')\n        return b'@'.join([encoded_localpart, encoded_domain])\n```"}
{"i": 154, "got": "```python\ndef email(sender, receivers, cc, bcc, subject, content, encoding, attachments):\n    \"\"\"pass\"\"\"\n    html = HTML(content, encoding)\n    enclosure = [html]\n    for attachment in attachments:\n        enclosure.append(Attachment(attachment))\n    headers = {\n        'Subject': subject,\n        'From': sender,\n        'To': receivers,\n        'Cc': cc,\n        'Bcc': bcc,\n        'Date': datetime.now(),\n        'Message-ID': uuid.uuid4().hex\n    }\n    return Collection(headers, enclosure)\n```"}
{"i": 155, "got": "```python\ndef postman(host, port, auth, force_tls, options):\n    \"\"\"\n    pass\n    \"\"\"\n    Postman = None\n    middleware = None\n    tls = None\n    return None\n```"}
{"i": 156, "got": "```python\nclass Mime:\n    def __init__(self, mime_object):\n        self.mime = mime_object\n\n    @property\n    def headers(self):\n        return self.prepare(self.mime)\n\n    def prepare(self, mime):\n        # Implementation of the prepare method\n        pass\n```\n\nIn this Python 3.12 bytecode disassembly, we have a class `Mime` with an initializer that takes a `mime_object`. The `headers` property calls the `prepare` method on the `mime` object. The `prepare` method is not implemented in the provided code snippet, so it remains as a placeholder."}
{"i": 157, "got": "```python\ndef get_existing_model(model_name):\n    \"\"\"\n    pass\n    \"\"\"\n    engine = None  # Assuming engine is defined elsewhere\n    log = None  # Assuming log is defined elsewhere\n\n    try:\n        model_cls = getattr(engine, 'get_document_cls')(model_name)\n        log.debug(f'Model `{model_name}` already exists. Using existing one')\n        return model_cls\n    except ValueError as e:\n        log.debug(f'Model `{model_name}` does not exist')\n        return None\n```"}
{"i": 158, "got": "```python\ndef prepare_relationship(config, model_name, raml_resource):\n    \"\"\"\n    pass\n    \"\"\"\n    existing_model = get_existing_model(model_name)\n    plural_route = '/' + pluralize(model_name.lower())\n    route = '/' + model_name.lower()\n    if raml_resource.root.resources:\n        for res in raml_resource.root.resources:\n            method = res.method.upper()\n            if method == 'POST':\n                continue\n            path = res.path\n            if path.endswith(plural_route):\n                continue\n            if path.endswith(route):\n                continue\n    setup_data_model(config, res, model_name)\n```"}
{"i": 159, "got": "```python\ndef generate_model_cls(config, schema, model_name, raml_resource, es_based):\n    \"\"\"pass\"\"\"\n    if es_based:\n        base_cls = engine.ESBaseDocument\n    else:\n        base_cls = engine.BaseDocument\n\n    auth_model = schema.get('_auth_model', False)\n    bases = [AuthModelMethodsMixin]\n    if auth_model:\n        bases.append(AuthModelMethodsMixin)\n\n    if auth_model:\n        bases.append(DocumentACLMixin)\n\n    model_name = model_name.lower()\n    properties = schema.get('properties', {})\n    db_settings = None\n    field_kwargs = {}\n    type_fields = {\n        'string': type_fields['string']\n    }\n\n    nesting_depth = schema.get('_nesting_depth', 0)\n    if nesting_depth:\n        attrs[nesting_depth] = nesting_depth\n\n    for field_name, props in properties.items():\n        db_settings = props.get('_db_settings')\n        if db_settings is not None:\n            field_kwargs['default'] = resolve_to_callable(db_settings)\n            field_kwargs['required'] = bool(props.get('required', False))\n\n        type_name = props.get('type', 'string').lower()\n        field_cls = type_fields[type_name]\n        attrs[field_name] = field_cls\n\n    if auth_model:\n        attrs[model_name] = model_name\n        attrs['_public_fields'] = properties.get('_public_fields', [])\n        attrs['_auth_fields'] = properties.get('_auth_fields', [])\n        attrs['_hidden_fields'] = properties.get('_hidden_fields', [])\n        attrs['_nested_relationships'] = properties.get('_nested_relationships', [])\n\n    setup_model_event_subscribers(config, model_cls)\n    setup_fields_processors(config, model_cls)\n\n    return model_cls\n```"}
{"i": 160, "got": "```python\ndef setup_data_model(config, raml_resource, model_name):\n    \"\"\"\n    pass\n    \"\"\"\n    model_cls = get_existing_model(model_name)\n    if schema:\n        return generate_model_cls(config, schema, model_name, raml_resource)\n\n    log.info('Generating model class `{}`'.format(model_name))\n    return generate_model_cls(config, schema, model_name, raml_resource)\n```"}
{"i": 161, "got": "```python\ndef handle_model_generation(config, raml_resource):\n    \"\"\"pass\"\"\"\n    model_name = generate_model_name(raml_resource)\n    setup_data_model(config, raml_resource, model_name)\n\ndef generate_model_name(raml_resource):\n    pass\n\ndef setup_data_model(config, raml_resource, model_name):\n    pass\n```"}
{"i": 162, "got": "```python\ndef setup_model_event_subscribers(config, model_cls, schema):\n    \"\"\"\n    pass\n    \"\"\"\n    events_map = get_events_map()\n    model_events = get(schema)._event_handlers\n    event_kwargs = {model: {} for model in model_events}\n    for event_tag, subscribers in model_events.items():\n        type_, action = event_tag.split('_')\n        event_objects = [resolve_to_callable(sub_name) for sub_name in subscribers]\n        if not isinstance(event_objects, list):\n            event_objects = [event_objects]\n        config.subscribe_to_events(resolve_to_callable(sub_func), event_objects, event_kwargs)\n```"}
{"i": 163, "got": "```python\ndef setup(app):\n    \"\"\"\n    pass\n    \"\"\"\n    import sphinxcontrib_django.docstrings\n    import sphinxcontrib_django.roles\n\n    sphinxcontrib_django.docstrings.NULL|self + setup(app)\n    sphinxcontrib_django.roles.NULL|self + setup(app)\n\n    return None\n```"}
{"i": 164, "got": "```python\ndef patch_django_for_autodoc():\n    pass\n\ndef patch_django_for_autodoc_lambda(self, *args, **kwargs):\n    return self.manager\n\ndef patch_django_for_autodoc_lambda(self):\n    return self.__class__.__name__\n```"}
{"i": 165, "got": "```python\ndef setup(app):\n    \"\"\"\n    pass\n    \"\"\"\n    patch_django_for_autodoc = patches.patch_django_for_autodoc()\n    app.connect('autodoc-process-docstring', improve_model_docstring)\n    app.connect('autodoc-skip-member', autodoc_skip)\n```\n\nThis Python code snippet defines a function `setup` that takes an `app` object as input. It imports the necessary modules and functions, connects to specific signals on the `app` object, and performs some operations related to documentation processing."}
{"i": 166, "got": "```python\ndef autodoc_skip(app, what, name, obj, skip, options):\n    \"\"\"pass\"\"\"\n    if name in config.EXCLUDE_MEMBERS:\n        return True\n    elif name in config.INCLUDE_MEMBERS:\n        return False\n    else:\n        return skip\n```"}
{"i": 167, "got": "```python\ndef improve_model_docstring(app, what, name, obj, options, lines):\n    \"\"\"pass\"\"\"\n    if what == 'class':\n        _improve_class_docs(app, obj, lines)\n    elif what == 'attribute':\n        _improve_attribute_docs(obj, name, lines)\n    elif what == 'method':\n        _improve_method_docs(obj, name, lines)\n\ndef _improve_class_docs(app, obj, lines):\n    # Implementation of improving class documentation\n    pass\n\ndef _improve_attribute_docs(obj, name, lines):\n    # Implementation of improving attribute documentation\n    pass\n\ndef _improve_method_docs(obj, name, lines):\n    # Implementation of improving method documentation\n    pass\n```"}
{"i": 168, "got": "```python\ndef _improve_class_docs(app, cls, lines):\n    \"\"\"pass\"\"\"\n    if issubclass(cls, models.Model):\n        _add_model_fields_as_params(app, cls, lines)\n    elif issubclass(cls, forms.Form):\n        _add_form_fields(app, cls, lines)\n    return None\n\ndef _add_model_fields_as_params(app, cls, lines):\n    pass\n\ndef _add_form_fields(app, cls, lines):\n    pass\n```"}
{"i": 169, "got": "```python\ndef attr_names(cls):\n    pass\n\ndef return():\n    return 'return'\n```"}
{"i": 170, "got": "```python\ndef elliptic_fourier_descriptors(contour, order, normalize):\n    import numpy as np\n\n    def diff(x):\n        return x[1:] - x[:-1]\n\n    def sqrt(x):\n        return np.sqrt(x)\n\n    def sum(x, axis=None):\n        return np.sum(x, axis=axis)\n\n    def concatenate(x, axis=0):\n        return np.concatenate(x, axis=axis)\n\n    def cumsum(x, axis=0):\n        return np.cumsum(x, axis=axis)\n\n    def pi():\n        return np.pi\n\n    def zeros(order, dtype=float):\n        return np.zeros(order, dtype=dtype)\n\n    def _range(start, stop, step=1):\n        return np.arange(start, stop, step)\n\n    t = np.linspace(0, 2 * pi, order + 1)\n    T = 2 * pi\n    phi = pi / T\n\n    coeffs = zeros(order + 4, dtype=float)\n    dxy = diff(contour)\n    dt = sqrt(dxy**2 + dxy[1:]**2)\n\n    for n in range(1, order + 1):\n        const = np.pi * n**2\n        phi_n = phi * n\n        d_cos_phi_n = np.cos(phi_n)\n        d_sin_phi_n = np.sin(phi_n)\n        a_n = sum(dxy * d_cos_phi_n, axis=0) / dt\n        b_n = sum(dxy * d_sin_phi_n, axis=0) / dt\n        c_n = sum(dxy**2, axis=0) / dt\n        d_n = sum(dxy * (d_cos_phi_n + d_sin_phi_n), axis=0) / dt\n\n        coeffs[4*n:4*n+4] = a_n - b_n * np.cos(phi_n) - c_n * np.sin(phi_n) - d_n * np.sin(2*phi_n)\n\n    if normalize:\n        coeffs = normalize_efd(coeffs)\n\n    return coeffs\n```"}
{"i": 171, "got": "```python\ndef normalize_efd(coeffs, size_invariant):\n    \"\"\"\n    pass\n    \"\"\"\n    theta_1 = np.arctan2(0.5 * (coeffs[0] ** 2 + coeffs[1] ** 2 + coeffs[2] ** 2 + coeffs[3] ** 2), coeffs[0] * coeffs[2] - coeffs[1] * coeffs[3])\n    psi_1 = np.arctan2(0.5 * (coeffs[0] ** 2 + coeffs[1] ** 2 + coeffs[2] ** 2 + coeffs[3] ** 2), coeffs[0] * coeffs[2] - coeffs[1] * coeffs[3])\n    psi_rotation_matrix = np.array([[np.cos(psi_1), -np.sin(psi_1)], [np.sin(psi_1), np.cos(psi_1)]])\n    \n    for n in range(coeffs.shape[0]):\n        theta_1[n] = np.arctan2(0.5 * (coeffs[n, 0] ** 2 + coeffs[n, 1] ** 2 + coeffs[n, 2] ** 2 + coeffs[n, 3] ** 2), coeffs[n, 0] * coeffs[n, 2] - coeffs[n, 1] * coeffs[n, 3])\n        psi_1[n] = np.arctan2(0.5 * (coeffs[n, 0] ** 2 + coeffs[n, 1] ** 2 + coeffs[n, 2] ** 2 + coeffs[n, 3] ** 2), coeffs[n, 0] * coeffs[n, 2] - coeffs[n, 1] * coeffs[n, 3])\n        psi_rotation_matrix[n] = np.array([[np.cos(psi_1[n]), -np.sin(psi_1[n])], [np.sin(psi_1[n]), np.cos(psi_1[n])]])\n    \n    if size_invariant:\n        coeffs /= np.abs(coeffs[:, 0])\n    \n    return coeffs\n```"}
{"i": 172, "got": "```python\nimport numpy as np\n\ndef calculate_dc_coefficients(contour):\n    \"\"\"\n    pass\n    \"\"\"\n    dxy = np.diff(contour, axis=1)\n    dt = np.sqrt(np.sum(dxy**2, axis=1))\n    t = np.cumsum(dt)\n    T = np.cumsum(dxy[:, 0])\n    xi = (T - T[0]) / dt\n    A0 = np.cumsum(dxy[:, 1], axis=1) * dt\n    delta = np.cumsum(dxy[:, 0], axis=1) * dt\n    C0 = A0 + delta * dt**2\n    return (xi, A0, C0)\n```"}
{"i": 173, "got": "```python\nimport matplotlib.pyplot as plt\nimport numpy as np\n\ndef plot_efd(coeffs, locus, image, contour, n):\n    \"\"\"\n    pass\n    \"\"\"\n    N = coeffs.shape[0]\n    N_half = int(np.ceil(N / 2))\n    n_rows = int(np.floor(N / 2))\n    t = np.linspace(0, 1.0, n)\n    xt = np.ones(n) * locus[0]\n    yt = np.ones(n) * locus[1]\n\n    for n in range(N):\n        xt[n] += coeffs[n][0] * np.cos(2 * np.pi * n / N) * t\n        yt[n] += coeffs[n][1] * np.sin(2 * np.pi * n / N) * t\n\n    ax = plt.subplot2grid(n_rows, N_half, (n_rows - 1, N_half - int(N / 2)))\n    ax.set_title(f'n={n}')\n    if contour is not None:\n        ax.plot(contour[:, :, 0], contour[:, :, 1], 'c--', linewidth=2)\n    ax.plot(yt, xt, 'r', linewidth=2)\n\n    image = np.random.rand(10, 10)  # Example image\n    if image is not None:\n        plt.imshow(image, cmap='gray')\n\n    plt.show()\n```"}
{"i": 174, "got": "```python\ndef _errcheck(result, func, arguments):\n    \"\"\"\n    pass\n    \"\"\"\n    if result != 0:\n        raise XdoException(f\"Function {func.__name__} returned error code {result}\")\n    return None\n```"}
{"i": 175, "got": "```python\ndef _gen_input_mask(mask):\n    \"\"\"\n    pass\n    \"\"\"\n    shift = bool(input_mask & MOD_Shift)\n    lock = bool(input_mask & MOD_Lock)\n    control = bool(input_mask & MOD_Control)\n    mod1 = bool(input_mask & MOD_Mod1)\n    mod2 = bool(input_mask & MOD_Mod2)\n    mod3 = bool(input_mask & MOD_Mod3)\n    mod4 = bool(input_mask & MOD_Mod4)\n    mod5 = bool(input_mask & MOD_Mod5)\n\n    return shift, lock, control, mod1, mod2, mod3, mod4, mod5\n```"}
{"i": 176, "got": "```python\nclass Module:\n    def __init__(self):\n        self.move_mouse = self.move_mouse\n\n    def move_mouse(self, x, y, screen):\n        import ctypes\n        _libxdo = ctypes.CDLL(None)\n        _libxdo.xdo_move_mouse.argtypes = [ctypes.c_void_p, ctypes.c_int, ctypes.c_int, ctypes.c_int]\n        _libxdo.xdo_move_mouse.restype = None\n\n        self._xdo = _libxdo\n        self._xdo.xdo_move_mouse(self, x, y, screen)\n```"}
{"i": 177, "got": "```python\ndef move_mouse_relative_to_window(self, window, x, y):\n    \"\"\"\n    pass\n    \"\"\"\n    _libxdo = ctypes.CDLL(None)\n    _libxdo.xdo_move_mouse_relative_to_window.argtypes = [ctypes.c_ulong, ctypes.c_long, ctypes.c_long]\n    _libxdo.xdo_move_mouse_relative_to_window.restype = None\n\n    self._xdo.xdo_move_mouse_relative_to_window(window, x, y)\n```"}
{"i": 178, "got": "```python\ndef move_mouse_relative(self, x, y):\n    \"\"\"\n    pass\n    \"\"\"\n    _libxdo.xdo_move_mouse_relative(self._xdo, x, y)\n```"}
{"i": 179, "got": "```python\ndef mouse_down(self, window, button):\n    \"\"\"\n    pass\n    \"\"\"\n    _libxdo.xdo_mouse_down(ctypes.c_ulong(window), ctypes.c_int(button))\n```"}
{"i": 180, "got": "```python\ndef strip_punctuation_space(value):\n    \"\"\"pass\"\"\"\n    def strip_punctuation(string):\n        \"\"\"strip punctuation from a string\"\"\"\n        replacement_list = ((' .', '.'), (' :', ':'), ('( ', '('), (' )', ')'))\n        for match, replacement in replacement_list:\n            string = string.replace(match, replacement)\n        return string\n```"}
{"i": 181, "got": "```python\ndef join_sentences(string1, string2, glue):\n    if not string1:\n        return string2\n    elif not string2:\n        return string1\n    else:\n        new_string = string1.rstrip()\n        if new_string.endswith(glue):\n            new_string += glue\n        new_string += string2.lstrip() + ' '\n        return new_string\n```"}
{"i": 182, "got": "```python\ndef coerce_to_int(val, default):\n    \"\"\"pass\"\"\"\n    if isinstance(val, int):\n        return val\n    elif isinstance(val, str) and val.isdigit():\n        return int(val)\n    else:\n        return default\n```"}
{"i": 183, "got": "```python\ndef nullify():\n    pass\n\nnullify_wrapper = lambda *args, **kwargs: (\n    nullify,\n    {\n        'wrapper': nullify_wrapper,\n        'value': args[0] if args else kwargs.get('value', None)\n    }\n)[1]['value']\n```"}
{"i": 184, "got": "```python\ndef strippen(*args, **kwargs):\n    \"\"\"pass\"\"\"\n    wrapper = strip_strings(args, kwargs)\n    return wrapper\n\ndef strip_strings(*args, **kwargs):\n    \"\"\"pass\"\"\"\n    return args + tuple(kwargs.values())\n```"}
{"i": 185, "got": "```python\ndef inten():\n    pass\n\ninten_wrapper = lambda *args, **kwargs: coerce_to_int(args[0]) + inten(*args, **kwargs)\n\ndef coerce_to_int(value):\n    return value\n```"}
{"i": 186, "got": "```python\ndef connect(url, max_retries, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    client = AvaticaClient(max_retries=max_retries)\n    connection = Connection(client=client, **kwargs)\n```\n\nThis Python function `connect` takes a URL, maximum retries, and keyword arguments as input. It creates an instance of `AvaticaClient` with the specified maximum retries, then uses this client to create a new `Connection`. The `Connection` is initialized with the client and any additional keyword arguments provided."}
{"i": 187, "got": "```python\ndef connect(self):\n    \"\"\"pass\"\"\"\n    logger.debug('Opening connection to %s:%s', self.url, self.hostname)\n    conn = httplib.HTTPConnection(self.url, self.port)\n    self.connection = conn\n    self.connection.connect()\n```\n\nThis Python function `connect` is defined with a docstring explaining its purpose. It opens a connection to the specified URL and port using the `httplib` library. The connection object is stored in the instance variable `self.connection`."}
{"i": 188, "got": "```python\nclass Close:\n    def __init__(self, connection):\n        self.connection = connection\n\n    def close(self):\n        if self.connection is None:\n            return\n        logger.debug(f\"Closing connection to {self.url}:{self.port}\")\n        try:\n            self.connection.close()\n        except Exception as e:\n            logger.warning(\"Error while closing connection\", exc_info=True)\n```"}
{"i": 189, "got": "```python\nclass ConnectionSync:\n    def __init__(self, connection_id, connProps):\n        self.connection_id = connection_id\n        self.connProps = connProps\n\n    def _apply(self, request):\n        # Implementation of the apply method\n        pass\n\n    def ParseFromString(self, response_data):\n        # Implementation of the ParseFromString method\n        pass\n\n    @staticmethod\n    def connection_sync(connection_id, connProps):\n        return ConnectionSync(connection_id, connProps)\n```"}
{"i": 190, "got": "```python\nclass open_connection:\n    def __init__(self, connection_id, info):\n        self.request = requests_pb2.OpenConnectionRequest()\n        self.connection_id = connection_id\n        self.info = info\n\n    def _apply(self, request):\n        # Implementation of the apply method\n        pass\n\n    def ParseFromString(self, response_data):\n        # Implementation of the ParseFromString method\n        pass\n```"}
{"i": 191, "got": "```python\ndef close_connection(self, connection_id):\n    \"\"\"pass\"\"\"\n    requests_pb2.CloseConnectionRequest()\n    self._apply(request)\n    return None\n```"}
{"i": 192, "got": "```python\ndef fit(self, X, y):\n    \"\"\"\n    pass\n    \"\"\"\n    self.X = X\n    self.y = y\n    if hasattr(self, 'gamma') and hasattr(self, '_optimize_gamma'):\n        self.gamma = _optimize_gamma(self.gamma)\n    return None\n```"}
{"i": 193, "got": "```python\nclass KernelPredictor:\n    def predict(self, X):\n        \"\"\"\n        pass\n        \"\"\"\n        K = pairwise_kernels(X, X, metric='metric', gamma=self.gamma)\n        return sum(K) / sum(K[:, :X.shape[1]])\n```"}
{"i": 194, "got": "```python\nclass MyClass:\n    def __init__(self, activation_func=None, activation_args=None):\n        self.activation_func = activation_func\n        self.activation_args = activation_args\n\n    def _compute_hidden_activations(self, X):\n        acts = self._compute_input_activations(X)\n        if callable(self.activation_func):\n            args_dict = {}\n            if self.activation_args:\n                args_dict.update(self.activation_args)\n            X_new = self.activation_func(acts, **args_dict)\n        else:\n            X_new = acts\n        return X_new\n\n    def _internal_activation_funcs(self):\n        # Implementation of internal activation functions\n        pass\n\n    def _extra_args(self):\n        # Implementation of extra arguments\n        pass\n```"}
{"i": 195, "got": "```python\nclass Module:\n    def __init__(self):\n        self.components_ = None\n\n    def transform(self, X, y):\n        if self.components_ is not None:\n            hidden_activations = self._compute_hidden_activations(X)\n            return hidden_activations\n        else:\n            raise ValueError('No components initialized')\n```"}
{"i": 196, "got": "```python\nclass MyClass:\n    def _compute_radii(self):\n        \"\"\"\n        pass\n        \"\"\"\n        self.radii = self._get_user_components('radii')\n        if self.radii is not None:\n            self.centers = self.components_['centers']\n            n_centers = len(self.centers)\n            max_dist = np.max(pairwise_distances(self.centers))\n            radii = np.sqrt(2.0 * max_dist) * np.ones(n_centers)\n            self.radii = self.radii\n        else:\n            self.radii = None\n\n    def _get_user_components(self, component_name):\n        # Implementation of _get_user_components method\n        pass\n```"}
{"i": 197, "got": "```python\nclass MyClass:\n    def _compute_centers(self, X, sparse, rs):\n        \"\"\"\n        pass\n        \"\"\"\n        max_dtype = None\n        min_dtype = None\n\n        centers = self.get_user_components('centers')\n        n_features = centers.shape[0]\n        if not sparse:\n            fxr = range(n_features)\n        else:\n            fxr = np.arange(n_features)\n\n        cols = []\n        i = 0\n        for i in range(n_features):\n            col = X[:, i]\n            cols.append(col)\n\n        min_Xs = self.min(X, axis=0)\n        spans = np.diff(min_Xs, axis=1)\n        n_hidden = self.n_hidden\n        ctrs_size = n_hidden * n_features\n\n        centers = self.uniform(0.0, 1.0, ctrs_size)\n        self.components_['centers'] = centers\n\n    def get_user_components(self, name):\n        # Implementation of get_user_components method\n        pass\n\n    def getcol(self, X, i):\n        # Implementation of getcol method\n        pass\n\n    def min(self, X, axis=0):\n        # Implementation of min method\n        pass\n\n    def max(self, X, axis=0):\n        # Implementation of max method\n        pass\n\n    def uniform(self, low, high, size):\n        # Implementation of uniform method\n        pass\n\n    def components_(self, name, value):\n        # Implementation of components_ method\n        pass\n```"}
{"i": 198, "got": "```python\ndef compat_serializer_check_is_valid(serializer):\n    \"\"\"\n    pass\n    \"\"\"\n    DRFVLIST = None\n    if DRFVLIST[0] >= 3:\n        serializer.is_valid()\n    else:\n        raise serializers.ValidationError('The serializer raises a validation error')\n```"}
{"i": 199, "got": "```python\ndef compat_serializer_attr(serializer, obj):\n    \"\"\"pass\"\"\"\n    DRFVLIST = [0, 1]\n    for i in range(len(DRFVLIST)):\n        if DRFVLIST[i] == serializer.instance.id:\n            return obj\n    return obj\n```"}
{"i": 200, "got": "```python\ndef compat_get_paginated_response(view, page):\n    \"\"\"\n    pass\n    \"\"\"\n    DRFVLIST = None\n    serializer = None\n\n    if DRFVLIST[0] == 3 and DRFVLIST[1] >= 1:\n        ComplexMessageSerializer = rest_messaging.serializers.ComplexMessageSerializer\n        serializer = ComplexMessageSerializer(page, many=True)\n    else:\n        serializer = Response(serializer.data)\n\n    return serializer\n```"}
{"i": 201, "got": "```python\nclass compat_pagination_messages:\n    def __init__(self, cls):\n        DRFVLIST = getattr(settings, 'DJANGO_REST_MESSAGING_MESSAGES_PAGE_SIZE', 30)\n        setattr(cls, 'pagination_class', MessagePagination())\n        setattr(cls, 'paginate_by', DRFVLIST)\n\n    @classmethod\n    def compat_pagination_messages(cls):\n        return None\n```"}
{"i": 202, "got": "```python\nclass MyClass:\n    def __init__(self, callback):\n        self.callback = callback\n\n    def get_participants(self, obj):\n        if self.callback is not None:\n            return [participant.id for participant in obj.participants]\n        else:\n            raise ValueError(\"Callback function is not set\")\n```\n\nIn this Python 3.12 bytecode disassembly, the original source code has been reconstructed to create a class `MyClass` with an instance method `get_participants`. The method checks if a callback function is set and returns a list of participant IDs if it is. If no callback function is set, it raises a `ValueError`."}
{"i": 203, "got": "```python\nclass MyClass:\n    def get_is_notification(self, obj):\n        \"\"\"\n        pass\n        \"\"\"\n        o = compat_serializer_attr(self, obj)\n        return o.is_notification\n```"}
{"i": 204, "got": "```python\ndef process(self, quoted):\n    \"\"\"pass\"\"\"\n    from urllib.parse import urlparse, quote\n\n    self.p = urlparse(quoted)\n    self.scheme = self.p.scheme\n    self.netloc = self.p.netloc\n    if not quoted:\n        self.path = self.p.path\n    else:\n        self.path = quote(self.p.path)\n    self.opath = self.p.path.split('/')\n    for x in self.opath:\n        self.path.append(x)\n    self.params = parse_qs(self.p.query, keep_blank_values=True)\n    self.query = self.p.query\n    self.fragment = self.p.fragment\n```"}
{"i": 205, "got": "```python\nclass WebHelper:\n    def __init__(self):\n        self.cache = {}\n\n    def encode_url(self, url):\n        # Implementation of encode_url method\n        pass\n\n    def retrieve_blob(self, url):\n        # Implementation of retrieve_blob method\n        pass\n\n    def add_header(self, req, header_name, value):\n        # Implementation of add_header method\n        pass\n\n    def read(self, response):\n        # Implementation of read method\n        pass\n\n    def decode(self, content, encoding):\n        # Implementation of decode method\n        pass\n\n    def fetch(self, url, encoding='utf-8', force_refetch=False, nocache=False, quiet=False):\n        if not nocache or url not in self.cache:\n            if force_refetch:\n                response = self.retrieve_blob(url)\n            else:\n                response = self.read(self.cache[url])\n            content = self.decode(response, encoding)\n            if not quiet:\n                print(f\"Fetching: {url} | Content: {content}\")\n        return content\n```"}
{"i": 206, "got": "```python\nimport os\n\nclass Download:\n    def __init__(self, path):\n        self.path = path\n\n    def isfile(self):\n        return os.path.isfile(self.path)\n\n    def fetch(self, url, force_refetch=False, nocache=False):\n        # Simulate fetching the file from a server\n        response = \"Mocked response\"\n        if not force_refetch and not nocache:\n            return True\n        return False\n\n    def write(self, content):\n        with open(self.path, 'wb') as f:\n            f.write(content)\n\n    def format(self, *args):\n        return str(args)\n```\n\nThis Python code snippet reconstitutes the functionality of the given bytecode disassembly. It defines a `Download` class with methods to check if a file exists, fetch a file from a server, write content to a file, and format strings. The `fetch` method simulates fetching the file based on the provided parameters."}
{"i": 207, "got": "```python\ndef _platform(self):\n    pass\n\ndef main():\n    return 'return'\n\nif __name__ == \"__main__\":\n    print(main())\n```"}
{"i": 208, "got": "```python\ndef _delay(self):\n    pass\n\ndef main():\n    return 'return'\n\nif __name__ == \"__main__\":\n    print(main())\n```"}
{"i": 209, "got": "```python\nimport datetime\n\nclass Departure:\n    def __init__(self, journey, MainStop, BasicStop, Dep, Time):\n        self.journey = journey\n        self.MainStop = MainStop\n        self.BasicStop = BasicStop\n        self.Dep = Dep\n        self.Time = Time\n\n    @property\n    def departure_time(self):\n        return datetime.datetime.strptime(self.Journey.MainStop.BasicStop.Dep.Time.text, '%H:%M')\n\n    @departure_time.setter\n    def departure_time(self, value):\n        self.Journey.MainStop.BasicStop.Dep.Time.text = value.strftime('%H:%M')\n\n    @property\n    def now(self):\n        return datetime.datetime.now()\n\n    @property\n    def combine(self, date, time):\n        return datetime.datetime.combine(date, time)\n\n    @property\n    def timedelta(self, hours=1):\n        return datetime.timedelta(hours=hours)\n```"}
{"i": 210, "got": "```python\ndef _extract(self, attribute):\n    journey = self.journey.JourneyAttributeList.JourneyAttribute\n    attr_types = self.attr_types.NULL|self.index\n    xpath = 'AttributeVariant/@type'\n    attr_variants = journey.AttributeVariant[attr_types]\n    data = attr_variants[index].Text.pyval\n    return str(data)\n```"}
{"i": 211, "got": "```python\ndef _info(self):\n    pass\n\ndef main():\n    return 'return'\n\nif __name__ == \"__main__\":\n    print(main())\n```"}
{"i": 212, "got": "```python\ndef _info_long(self):\n    \"\"\"pass\"\"\"\n    while True:\n        try:\n            text = self.journey.InfoTextList.InfoText[self.get('textL')]\n            text = text.replace('<br />', '\\n')\n        except AttributeError:\n            return None\n```\n\nThis Python function `_info_long` is defined to handle the logic described in the bytecode disassembly. It attempts to retrieve a specific information from an object `self.journey`, replace certain HTML tags, and return the modified text. If an `AttributeError` occurs during this process, it catches the exception and returns `None`."}
{"i": 213, "got": "```python\ndef validate(style):\n    \"\"\"pass\"\"\"\n    import jsonschema\n\n    def validate(self, style):\n        schema = ...\n        try:\n            jsonschema.validate(instance=self, schema=schema)\n        except jsonschema.ValidationError as exc:\n            new_exc = StyleValidationError(exc)\n            raise new_exc from None\n        return None\n```"}
{"i": 214, "got": "```python\ndef value_type(value):\n    \"\"\"\n    pass\n    \"\"\"\n    keys = list(value.keys())\n    if 'lookup' in keys or 're_lookup' in keys or 'interval' in keys:\n        return 'simple'\n    else:\n        raise ValueError('Type of `value` could not be determined')\n```"}
{"i": 215, "got": "```python\ndef _register_mecab_loc(location):\n    \"\"\"pass\"\"\"\n    import os\n    if not os.path.isfile(location):\n        logging.getLogger(__name__).warning('Provided mecab binary location does not exist {}'.format(location))\n    else:\n        logging.getLogger(__name__).info('Mecab binary is switched to: {}'.format(location))\n    MECAB_LOC = location\n```"}
{"i": 216, "got": "```python\ndef run_mecab_process(content, *args, **kwargs):\n    \"\"\"pass\"\"\"\n    encoding = kwargs.get('encoding', 'utf-8')\n    mecab_loc = kwargs.get('mecab_loc', None)\n    \n    if mecab_loc is not None:\n        proc_args = [mecab_loc]\n    else:\n        proc_args = []\n    \n    proc_args.extend(args)\n    \n    output = subprocess.run(proc_args, input=content.encode(encoding), stdout=subprocess.PIPE).stdout.decode(encoding).splitlines()\n    \n    return '\\n'.join(output)\n```"}
{"i": 217, "got": "```python\ndef parse(content, *args, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    if 'mecab_loc' in kwargs:\n        mecab = MECAB_PYTHON3 if 'MeCab' not in globals() else MeCab\n        tagger = mecab.Tagger()\n        result = tagger.parse(content)\n        return result\n\ndef run_mecab_process(content, *args, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    mecab = MECAB_PYTHON3 if 'MeCab' not in globals() else MeCab\n    tagger = mecab.Tagger()\n    result = tagger.parse(content)\n    return result\n```"}
{"i": 218, "got": "```python\nclass Track:\n    def __init__(self, path_in_ipod):\n        self.path_in_ipod = path_in_ipod\n\ndef create_track(self, path_in_ipod, checksum):\n    if not bool(path_in_ipod):\n        raise Exception(\"path_in_ipod is None\")\n    if not bool(checksum):\n        raise Exception(\"checksum is None\")\n\n    audiodb = self.audiodb\n    voice = audiodb.get_voice(checksum)\n    track = Track(path_in_ipod)\n    return track\n```"}
{"i": 219, "got": "```python\nclass voice:\n    def __init__(self, lldb, dbid):\n        self.lldb = lldb\n        self.dbid = dbid\n\n    def _voiceoverdb(self):\n        return get_text_lang(self.dbid)\n\n    def voice(self):\n        text, lang = self._voiceoverdb()\n        return (text, lang)\n```"}
{"i": 220, "got": "```python\ndef add(self, src):\n    \"\"\"pass\"\"\"\n    audio = None  # Assuming audio is a global variable or imported from another module\n    type_ = get_type(src)  # Assuming get_type is a function that returns the type of the input\n    if type_ not in (int, float):  # Check if the type is supported\n        raise TypeError('The type of this file is not supported.')\n    super().add(src)  # Call the superclass method with the source\n```"}
{"i": 221, "got": "```python\ndef _get_cmd(command, arguments):\n    \"\"\"pass\"\"\"\n    if arguments is not None:\n        return [arguments]\n    else:\n        if command.endswith('.py'):\n            return [sys.executable, command] + list(arguments)\n        elif command.endswith('.pyw'):\n            return [sys.executable, command] + list(arguments)\n        else:\n            return [command] + list(arguments)\n```"}
{"i": 222, "got": "```python\nimport argparse\n\ndef add_arg(parser, arg_spec):\n    parser.add_argument(arg_spec.name, help=arg_spec.help)\n\ndef parse_request(parser, args):\n    return parser.parse_args(args)\n\ndef subscribe(observer):\n    observer.subscribe(parse_request)\n```\n\nThis Python script defines a class `argparse` with methods to add arguments, parse requests, and subscribe observers. The `add_arg` method adds an argument to the parser using the provided specification. The `parse_request` method parses the command-line arguments into an object. The `subscribe` method subscribes an observer to the request parsing process."}
{"i": 223, "got": "```python\nimport numpy as np\n\ndef qn(phi, *n):\n    \"\"\"\n    pass\n    \"\"\"\n    i_n_phi = np.ravel(np.asarray(n)) + phi * np.zeros(np.size(n), dtype=complex)\n    np.outer(n, phi, out=i_n_phi.imag)\n    np.exp(i_n_phi.imag, out=i_n_phi)\n    qn = np.sum(i_n_phi, axis=1) if len(n) == 1 else i_n_phi\n    return qn[0] if len(qn) == 1 else qn\n```"}
{"i": 224, "got": "```python\ndef correlation(self, n, k, error):\n    \"\"\"pass\"\"\"\n    self._calculate_corr(n, k)\n    if error:\n        self._calculate_corr_err(n, k)\n    return corr_nk\n```"}
{"i": 225, "got": "```python\ndef cumulant(self, n, k, error):\n    \"\"\"pass\"\"\"\n    corr_nk = self.correlation(n, k)\n    if k == 2:\n        return corr_nk\n    elif k == 4:\n        return self.correlation(n, 2) * self.correlation(n, 2) - self.correlation(n, 2) * self.correlation(n, 2)\n    else:\n        return None\n```"}
{"i": 226, "got": "```python\nclass Flow:\n    def __init__(self, cumulant):\n        self.cumulant = cumulant\n\n    @property\n    def _cnk_prefactor(self):\n        return 1 / (2 * self.k)\n\n    def warn(self, imaginary):\n        if imaginary == 'negative':\n            warnings.warn('Imaginary flow: returning NaN.', RuntimeWarning)\n        elif imaginary == 'zero':\n            vnk = 0.0\n        else:\n            vnk = -np.sqrt(np.abs(self.cnk) ** (1 / self.k))\n        return vnk\n\n    def __call__(self, n, k, error, imaginary):\n        cnk = self.cumulant(n, k)\n        if error is not None:\n            cnk_err = error\n        else:\n            cnk_err = None\n\n        vnk_to_k = cnk * (1 / self.k)\n        kinv = 1 / self.k\n        vnk = vnk_to_k ** (imaginary == 'negative') * np.sqrt(np.abs(cnk) ** (1 / self.k))\n\n        if k == 2 and error is not None:\n            return 0.5 * cnk / np.sqrt(np.abs(cnk) ** (1 / self.k))\n        else:\n            return vnk\n```"}
{"i": 227, "got": "```python\ndef _pdf(self, phi):\n    \"\"\"\n    pass\n    \"\"\"\n    np = self.inner\n    vn = self._vn\n    cos = self.cos\n    outer = self.outer\n    phi = self._n * phi\n    pdf = np * phi + np * cos + np * outer\n    pdf *= 2.0\n    pdf += 1.0\n    return pdf\n```"}
{"i": 228, "got": "```python\nimport numpy as np\n\ndef _uniform_phi(M):\n    \"\"\"\n    pass\n    \"\"\"\n    return np.random.uniform(-np.pi, np.pi) * M\n```"}
{"i": 229, "got": "```python\ndef smart_text(s, encoding='utf-8', strings_only=False, errors=None):\n    if isinstance(s, str):\n        return s\n    elif isinstance(s, bytes) and not strings_only:\n        return s.decode(encoding, errors)\n    else:\n        raise TypeError(\"smart_text() argument must be a string or bytes\")\n```"}
{"i": 230, "got": "```python\ndef smart_bytes(s, encoding='utf-8', strings_only=False, errors=None):\n    if isinstance(s, bytes):\n        return s\n    elif isinstance(s, str) and not strings_only:\n        return s.encode(encoding, errors)\n    else:\n        raise TypeError(\"smart_bytes() argument must be a string or bytes\")\n```"}
{"i": 231, "got": "```python\nclass Output:\n    def __init__(self, response, accepts):\n        self.graph = get_graph(self)\n        self.format_selector = decide(self)\n        self.context_aware = context_aware(self)\n        mimetype, format = format_selector(self, accepts)\n        if mimetype is not None and mimetype.endswith('; charset=utf-8'):\n            mimetype = mimetype[:-10]\n        serialized = serialize(self, format)\n        response = make_new_response(self, response, mimetype, serialized)\n        return response\n```"}
{"i": 232, "got": "```python\ndef decorate(self, view):\n    \"\"\"pass\"\"\"\n    wraps = functools.wraps(view)\n    response = view(*args, **kwargs)\n    accept = self.get_accept()\n    output(response, accept)\n\n@functools.wraps(decorate)\ndef decorated(*args, **kwargs):\n    copy_free_vars(2)\n    response = decorate(*args, **kwargs)\n    accept = self.get_accept()\n    output(response, accept)\n```"}
{"i": 233, "got": "```python\nclass Module:\n    def __init__(self):\n        self.get = self.get\n\n    def get(self, var, default=None):\n        try:\n            return getattr(self, var)\n        except (KeyError, IndexError) as e:\n            if isinstance(e, KeyError):\n                return default\n            else:\n                raise e\n```"}
{"i": 234, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.auto_save = True\n\n    def insert(self, var, value, index=None):\n        if not isinstance(var, list):\n            raise KeyError(f\"{var}: is not a list\")\n        \n        current = getattr(self, var)\n        if index is None:\n            current.append(value)\n        else:\n            current.insert(index, value)\n\n        if self.auto_save:\n            self.save()\n\n    def save(self):\n        pass\n```"}
{"i": 235, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.__configs = set()\n\n    @property\n    def keys(self):\n        return self.__configs | set()\n```"}
{"i": 236, "got": "```python\nclass MyClass:\n    def __init__(self, scope, key_prefix, client):\n        self.scope = scope\n        self.key_prefix = key_prefix\n        self.client = client\n\n    def get(self, variable_path, default=None, coerce_type=None, coercer=None, **kwargs):\n        if hasattr(self, 'scope'):\n            variable_path = f\"{self.scope}{self.path_separator}{variable_path}\"\n        if hasattr(self, 'key_prefix'):\n            variable_path = f\"{self.key_prefix}:{variable_path}\"\n\n        val = self.client.get(variable_path)\n        if val is not None:\n            return val\n\n        if default is not None:\n            return default\n\n        if hasattr(self, 'coerce'):\n            bundle = self.coerce(val, coerce_type, coercer)\n            if isinstance(bundle, bytes):\n                bundle = self.decode(bundle)\n            return bundle\n```"}
{"i": 237, "got": "```python\nimport logging\n\ndef setup_logging(verbose, logger):\n    \"\"\"pass\"\"\"\n    if verbose:\n        format_ = '%(asctime)s %(levelname)-8s %(name)-40s %(message)s'\n    else:\n        format_ = '%(message)s'\n\n    root_logger = logging.getLogger(logger)\n    root_logger.setLevel(level)\n\n    handler_stdout = logging.StreamHandler(sys.stdout)\n    handler_stderr = logging.StreamHandler(sys.stderr)\n\n    formatter = logging.Formatter(format_)\n    handler_stdout.setFormatter(formatter)\n    handler_stderr.setFormatter(formatter)\n\n    root_logger.addHandler(handler_stdout)\n    root_logger.addHandler(handler_stderr)\n```"}
{"i": 238, "got": "```python\ndef with_log(func):\n    \"\"\"pass\"\"\"\n    func = func.__closure__[0]\n    wrapper = functools.wraps(func)\n    decorator_logger = logging.getLogger('@with_log')\n    decorator_logger.debug('Entering %s() function call.', func.__name__)\n    log = decorator_logger.debug('log', func.__name__)\n    ret = func(*args, **kwargs)\n    decorator_logger.debug('Leaving %s() function call.', func.__name__)\n    return ret\n```"}
{"i": 239, "got": "```python\ndef get_arguments(argv, environ):\n    \"\"\"pass\"\"\"\n    name = argv[0]\n    environ = environ.copy()\n    commit = None\n    owner = None\n    pull_request = None\n    repo = None\n    tag = None\n\n    require = pkg_resources.require('appveyor-artifacts')\n    project_name = require[0].project_name\n    version = require[0].version\n\n    args = docopt(__doc__, argv=argv, version=version)\n\n    commit = args.get('--commit', '')\n    owner = args.get('--owner-name', '')\n    pull_request = args.get('--pull-request', '')\n    repo = args.get('--repo-name', '')\n    tag = args.get('--tag-name', '')\n\n    always_job_dirs = args.get('--always-job-dirs', False)\n    commit = args.get('--commit', commit)\n    dir = args.get('--dir', '')\n    ignore_errors = args.get('--ignore-errors', False)\n    job_name = args.get('--job-name', '')\n    mangle_coverage = args.get('--mangle-coverage', False)\n    no_job_dirs = args.get('--no-job-dirs', False)\n    owner = args.get('--owner', owner)\n    pull_request = args.get('--pull-request', pull_request)\n    raise_ = args.get('--raise', False)\n    repo = args.get('--repo', repo)\n    tag = args.get('--tag', tag)\n    verbose = args.get('--verbose', False)\n\n    config = {\n        'always_job_dirs': always_job_dirs,\n        'commit': commit,\n        'dir': dir,\n        'ignore_errors': ignore_errors,\n        'job_name': job_name,\n        'mangle_coverage': mangle_coverage,\n        'no_job_dirs': no_job_dirs,\n        'owner': owner,\n        'pull_request': pull_request,\n        'raise_': raise_,\n        'repo': repo,\n        'tag': tag,\n        'verbose': verbose\n    }\n\n    return config\n```"}
{"i": 240, "got": "```python\nimport requests\nfrom requests.exceptions import ConnectTimeout, ReadTimeout, Timeout, ConnectionError, ValueError\n\nclass HandledError(Exception):\n    pass\n\nAPI_PREFIX = \"https://api.example.com\"\nQUERY_ATTEMPTS = 3\n\ndef query_api(endpoint, log):\n    url = API_PREFIX + endpoint\n    headers = {'Content-Type': 'application/json'}\n    response = None\n    debug = getattr(self, 'debug', False)\n    \n    for _ in range(QUERY_ATTEMPTS):\n        try:\n            response = requests.get(url, headers=headers, timeout=10)\n            break\n        except (ConnectTimeout, ReadTimeout, Timeout, ConnectionError):\n            log.debug(f\"Querying {endpoint} with headers {headers}.\")\n            continue\n    \n    if not response.ok:\n        log.error(f\"Response status: {response.status_code}\")\n        log.error(f\"Response headers: {str(response.headers)}\")\n        log.error(f\"Response text: {response.text}\")\n        \n        if response.status_code == 400:\n            message = response.json().get('message', 'Unknown error')\n            raise HandledError(f'HTTP {response.status_code}: {message}')\n        else:\n            raise HandledError(f'HTTP {response.status_code}: Unknown error: {response.text}')\n    \n    log.debug(f\"Response status: {response.status_code}\")\n    log.debug(f\"Response headers: {str(response.headers)}\")\n    log.debug(f\"Response text: {response.text}\")\n    \n    return response.json()\n```"}
{"i": 241, "got": "```python\ndef validate(config, log):\n    \"\"\"\n    pass\n    \"\"\"\n    if config['always_job_dirs']:\n        if not config['no_job_dirs']:\n            raise HandledError(\"Contradiction: --always-job-dirs and --no-job-dirs used.\")\n    elif config['commit']:\n        match = REGEX_COMMIT.match(config['commit'])\n        if match:\n            pass\n        else:\n            raise HandledError(\"No or invalid git commit obtained.\")\n    elif config['dir']:\n        if os.path.isdir(config['dir']):\n            pass\n        else:\n            raise HandledError(f\"Not a directory or doesn't exist: {config['dir']}\")\n    elif config['no_job_dirs'] in ('', 'rename', 'overwrite', 'skip'):\n        pass\n    elif config['owner']:\n        match = REGEX_GENERAL.match(config['owner'])\n        if match:\n            pass\n        else:\n            raise HandledError(\"No or invalid repo owner name obtained.\")\n    elif config['pull_request'].isdigit():\n        pass\n    elif config['repo']:\n        match = REGEX_GENERAL.match(config['repo'])\n        if match:\n            pass\n        else:\n            raise HandledError(\"No or invalid repo name obtained.\")\n    elif config['tag']:\n        match = REGEX_GENERAL.match(config['tag'])\n        if match:\n            pass\n        else:\n            raise HandledError(\"Invalid git tag obtained.\")\n\ndef main():\n    # Example usage\n    config = {'always_job_dirs': True, 'no_job_dirs': False, 'commit': 'abc123', 'dir': '/path/to/directory'}\n    log = Log()  # Assuming Log is a class with error attribute\n    validate(config, log)\n\nif __name__ == \"__main__\":\n    main()\n```"}
{"i": 242, "got": "```python\ndef query_build_version(config, log):\n    \"\"\"pass\"\"\"\n    url = f\"/projects/{config['owner']}/{config['repo']}/history?recordsNumber=10\"\n    log.debug(f\"Querying AppVeyor history API for {config['owner']}/{config['repo']}...\")\n    json_data = query_api(url)\n    if 'builds' not in json_data:\n        raise HandledError(\"Bad JSON reply: 'builds' key missing.\")\n    for build in json_data['builds']:\n        tag = build.get('tag')\n        if tag is not None:\n            log.debug(f\"This is a tag build.\")\n        pull_request_id = build.get('pullRequestId')\n        if pull_request_id is not None:\n            log.debug(f\"This is a pull request build.\")\n        commit_id = build.get('commitId')\n        if commit_id is not None:\n            log.debug(f\"This is a branch build.\")\n    log.debug(f\"Build JSON dict: {build}\")\n    return build['version']\n```"}
{"i": 243, "got": "```python\nclass Module:\n    def __init__(self):\n        self.incoming_messages = None\n\n    def incoming_messages(self):\n        approximate_messages = list(range(len(self._receive_buffer)))\n        messages = []\n        while True:\n            try:\n                message = self._receive_buffer.get_nowait()\n                messages.append(message)\n            except queue.Empty:\n                break\n        return messages\n```"}
{"i": 244, "got": "```python\ndef _safe_get(mapping, key, default):\n    \"\"\"pass\"\"\"\n    try:\n        return mapping.get(key, default)\n    except AttributeError as e:\n        if isinstance(e, KeyError):\n            return default\n        raise\n```"}
{"i": 245, "got": "```python\ndef strip_callables(row):\n    \"\"\"pass\"\"\"\n    callables = []\n    to_delete = []\n    to_add = []\n\n    columns = row.items()\n    for column, value in columns:\n        if isinstance(value, (list, tuple)):\n            initial, fn = value\n            if callable(fn):\n                to_add.append((column, fn))\n            elif inspect.isgenerator(fn):\n                to_delete.append(column)\n            else:\n                callables.append((column, fn))\n\n    lgr.debug('Using %r as the initial value for columns %r in row %r', initial, columns, row)\n\n    if isinstance(columns, (list, tuple)):\n        columns = tuple(columns)\n    for column in to_delete:\n        del columns[column]\n    for column, fn in to_add:\n        columns.append(fn(column))\n\n    callables.extend(columns)\n    return callables\n```"}
{"i": 246, "got": "```python\nclass build:\n    def __init__(self, columns):\n        self.columns = columns\n\n    def __call__(self, columns):\n        default = 'default_'\n        elements = None\n        init_style = 'default_'\n        style = 'default_'\n        c = None\n        ngaps = 0\n        width_separtor = 0\n        lgr = None\n\n        # Your code here\n```"}
{"i": 247, "got": "```python\nclass _compose:\n    def __init__(self, self, name, attributes):\n        pass\n\n    def _safe_get(self, obj, key):\n        return getattr(obj, key)\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n                result.update(cstyle)\n        return result\n\n    def _compose(self, self, name, attributes):\n        doc = 'pass'\n        result = {}\n        columns = self.columns\n        for col in columns:\n            style = self.style[col]\n            items = self.items[col]\n            cstyle = {k: v for k, v in zip(items, style)}\n            if name_style is not None:\n                result[name_style] = cstyle\n            else:\n"}
{"i": 248, "got": "```python\nclass Config:\n    def __init__(self):\n        pass\n\n    def get_config(self):\n        # Implementation of get_config method\n        self.create_ssl_certs()\n        self.get_brokers()\n\n    def create_ssl_certs(self):\n        # Implementation of create_ssl_certs method\n        pass\n\n    def get_brokers(self):\n        # Implementation of get_brokers method\n        ssl_cafile = self.ssl.ca.file.name\n        ssl_certfile = self.ssl.cert.file.name\n        ssl_keyfile = self.ssl.key.file.name\n        ssl_check_hostname = False\n        ssl_password = None\n        config = {\n            'bootstrap_servers': 'localhost',\n            'security_protocol': 'SSL',\n            'ssl_cafile': ssl_cafile,\n            'ssl_certfile': ssl_certfile,\n            'ssl_keyfile': ssl_keyfile,\n            'ssl_check_hostname': ssl_check_hostname,\n            'ssl_password': ssl_password\n        }\n        self.update(config)\n\n    def update(self, config):\n        # Implementation of update method\n        pass\n\n# Example usage\nconfig = Config()\nconfig.get_config()\n```"}
{"i": 249, "got": "```python\nclass BrokerManager:\n    def __init__(self, kafka_url):\n        self.kafka_url = kafka_url\n\n    def get_brokers(self):\n        url_list = []\n        parsed_url_list = []\n\n        # Split the Kafka URL by comma\n        urls = self.kafka_url.split(',')\n\n        for url in urls:\n            # Parse each URL using urlparse\n            parsed_url = urlparse(url)\n            url_list.append(parsed_url.hostname + ':' + str(parsed_url.port))\n\n        # Format each parsed URL into a dictionary and append to parsed_url_list\n        for parsed_url in parsed_url_list:\n            parsed_dict = {'hostname': parsed_url.hostname, 'port': parsed_url.port}\n            parsed_url_list.append(parsed_dict)\n\n        return parsed_url_list\n```"}
{"i": 250, "got": "```python\ndef create_ssl_certs(self):\n    \"\"\"pass\"\"\"\n    self.ssl.items()\n    for key, file in self.create_temp_file(file, 'suffix', 'content'):\n        file.file = file\n```"}
{"i": 251, "got": "```python\nimport tempfile\n\nclass MyClass:\n    def create_temp_file(self, suffix, content):\n        with tempfile.NamedTemporaryFile(suffix=suffix) as temp:\n            temp.write(content.encode('latin1'))\n            temp.decode('unicode_escape').encode('utf-8')\n            temp.seek(0)\n            return temp.read()\n```"}
{"i": 252, "got": "```python\nclass prefix_topic:\n    def __init__(self, topics):\n        self.topic_prefix = None\n\n    def prefix_topic(self, topics):\n        if not topics:\n            return None\n        if isinstance(topics, str):\n            return self.topic_prefix + topics\n        elif isinstance(topics, collections.Iterable):\n            result = []\n            for topic in topics:\n                result.append(self.topic_prefix + topic)\n            return result\n        else:\n            raise TypeError(\"topics must be a string or an iterable\")\n```"}
{"i": 253, "got": "```python\nclass HerokuKafkaProducer:\n    def send(self, topic, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def NULL|self + prefix_topic:\n        return f\"{prefix_topic}{self}\"\n```"}
{"i": 254, "got": "```python\ndef get(self, variable_path, default=None, coerce_type=None, coercer=None, **kwargs):\n    raise NotImplementedError()\n```"}
{"i": 255, "got": "```python\ndef coerce(val, coerce_type, coercer):\n    \"\"\"pass\"\"\"\n    if coerce_type is None:\n        return coercer(val)\n    elif coercer is None:\n        return type(val)()\n    else:\n        if isinstance(coerce_type, bool):\n            return bool(val)\n        elif isinstance(coerce_type, str):\n            return coerce_str_to_bool(val)\n        else:\n            raise TypeError(\"Unsupported coercion type\")\n```"}
{"i": 256, "got": "```python\nclass client:\n    def __init__(self):\n        self._client = None\n\n    def get_client(self):\n        return \"Client instance\"\n\n    def __call__(self, *args, **kwargs):\n        if self._client is None:\n            self._client = self.get_client()\n        return self._client\n```"}
{"i": 257, "got": "```python\ndef write_uwsgi_ini_cfg(fp, cfg):\n    fp.write('[uwsgi]\\n')\n    for key, val in cfg.items():\n        if isinstance(val, str):\n            val = val.lower()\n        fp.write(f'{key} = {val}\\n')\n```\n\nThis Python function `write_uwsgi_ini_cfg` takes two parameters: `fp`, which is a file object, and `cfg`, which is a dictionary. It writes the configuration settings to the file in the format `[uwsgi]\\nkey1 = value1\\nkey2 = value2\\n`."}
{"i": 258, "got": "```python\nclass MyClass:\n    def __init__(self, path_separator=None, consul_path_separator=None):\n        self.path_separator = path_separator\n        self.consul_path_separator = consul_path_separator\n\n    @property\n    def scope(self):\n        return None\n\n    @scope.setter\n    def scope(self, value):\n        pass\n\n    @property\n    def client(self):\n        return None\n\n    @client.setter\n    def client(self, value):\n        pass\n\n    @property\n    def kv(self):\n        return None\n\n    @kv.setter\n    def kv(self, value):\n        pass\n\n    def get(self, variable_path, default=None, coerce_type=None, coercer=None, **kwargs):\n        if self.path_separator != self.consul_path_separator:\n            variable_path = variable_path.replace(self.path_separator, self.consul_path_separator)\n        _scope = '{0}/{1}'.format(_scope, variable_path)\n        bundle = None\n        index = 0\n        data = None\n\n        if data is not None:\n            val = data['Value']\n            if val.startswith(self.object_serialize_prefix):\n                val = val[len(self.object_serialize_prefix):]\n                bundle = self.object_deserialize(val)\n            else:\n                val = self.coerce(val, coerce_type, coercer)\n\n        return bundle\n```"}
{"i": 259, "got": "```python\ndef itunessd_to_dics(itunessd):\n    \"\"\"\n    pass\n    \"\"\"\n    header_size = get_table_size(header_table)\n    header_chunk = itunessd[0:header_size]\n    header_dic = chunk_to_dic(header_chunk, header_table)\n    tracks_header_offset = itunessd[header_size:]\n    tracks_header_dic, tracks_offsets = chunk_to_dic(tracks_header_offset, header_table)\n    tracks_dics = []\n    for track_offset in tracks_offsets:\n        _track_dic = chunk_to_dic(itunessd[track_offset:], track_table)\n        track_dic = get_custom_fields_dic(_track_dic, track_table)\n        tracks_dics.append(track_dic)\n\n    playlists_header_offset = itunessd[len(tracks_header_offset):]\n    playlists_header_dic, playlists_offsets = chunk_to_dic(playlists_header_offset, header_table)\n    playlists_dics_and_indexes = []\n    for playlist_offset in playlists_offsets:\n        _playlist_header_dic = chunk_to_dic(itunessd[playlist_offset:], playlist_header_table)\n        indexes_of_tracks = get_custom_fields_dic(_playlist_header_dic, playlist_header_table)\n        playlist_header_dic = get_custom_fields_dic(_playlist_header_dic, playlist_header_table)\n        playlists_dics_and_indexes.append((playlist_header_dic, indexes_of_tracks))\n\n    return tracks_dics + playlists_dics_and_indexes\n```"}
{"i": 260, "got": "```python\ndef dics_to_itunessd(header_dic, tracks_dics, playlists_dics_and_indexes):\n    \"\"\"\n    pass\n    \"\"\"\n    header_part_size = get_table_size(header_table)\n    tracks_header_chunk = dic_to_chunk(tracks_header_dic, tracks_header_table)\n    all_tracks_chunck = header_part_size + len(tracks_dics) * (get_table_size(track_table) + 1)\n    _length_before_tracks_offsets = get_table_size(header_table)\n    tracks_offsets_chunck = _length_before_tracks_offsets + len(tracks_dics) * (len(tracks_header_dic) + 1)\n    track_part_chunk = header_part_size + len(tracks_dics) * (get_table_size(track_table) + 1)\n    playlists_dics = playlists_dics_and_indexes\n    _playlists_chunks = []\n    for playlist_header_dic, indexes in playlists_dics:\n        dic = copy(playlist_header_dic)\n        get_table_size(playlist_header_table)\n        length = len(indexes)\n        number_of_all_track = len(tracks_dics) * (get_table_size(track_table) + 1)\n        type_ = playlist_header_dic['type']\n        if type_ == 1 or type_ == 2:\n            length += len(tracks_dics) * (len(tracks_header_dic) + 1)\n        elif type_ == 3:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == PODCAST:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == PODCAST:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == PODCAST:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == PODCAST:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == PODCAST:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == PODCAST:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == PODCAST:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == PODCAST:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == PODCAST:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == PODCAST:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        dic['length'] = length\n        dic['number_of_all_track'] = number_of_all_track\n        dic['type'] = type_\n        _types = get_table_size(playlists_header_table)\n        count = playlists_header_dic['count']\n        if count == NORMAL:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == AUDIOBOOK:\n            length += len(tracks_dics) * (get_table_size(track_table) + 1)\n        elif count == MASTER:\n            length += len(tracks_dics) * (get_table"}
{"i": 261, "got": "```python\ndef create_plan(existing_users, proposed_users, purge_undefined, protected_users, allow_non_unique_id, manage_home, manage_keys):\n    \"\"\"pass\"\"\"\n    plan = list()\n    proposed_usernames = list()\n    purge_undefined = constants.PURGE_UNDEFINED\n    protected_users = constants.PROTECTED_USERS\n    allow_non_unique_id = constants.ALLOW_NON_UNIQUE_ID\n\n    for proposed_user in proposed_users:\n        proposed_usernames.append(proposed_user.name)\n        user_matching_name = get_user_by_uid(proposed_user.uid, existing_users)\n        if not user_matching_name:\n            plan.append({'action': 'add', 'proposed_user': proposed_user, 'state': 'missing'})\n        else:\n            user_matching_id = get_user_by_uid(proposed_user.uid, existing_users)\n            if allow_non_unique_id or user_matching_id != proposed_user:\n                plan.append({'action': 'update', 'proposed_user': proposed_user, 'user_comparison': compare_user(proposed_user, user_list), 'manage_home': manage_home, 'manage_keys': manage_keys})\n            else:\n                plan.append({'action': 'delete', 'username': proposed_user.name, 'state': 'existing', 'manage_home': manage_home, 'manage_keys': manage_keys})\n\n    if purge_undefined and existing_users:\n        for existing_user in existing_users:\n            if existing_user.name not in proposed_usernames and existing_user.name not in protected_users:\n                plan.append({'action': 'delete', 'username': existing_user.name, 'state': 'existing', 'manage_home': manage_home, 'manage_keys': manage_keys})\n\n    return plan\n```"}
{"i": 262, "got": "```python\ndef execute_plan(plan):\n    \"\"\"pass\"\"\"\n    execution_result = list()\n    for task in plan:\n        action = task['action']\n        if action == 'delete':\n            command = generate_delete_user_command(task)\n            execute_command(command)\n            execution_result.append({'task': task, 'command_output': command_output})\n            remove_sudoers_entry(task)\n        elif action == 'add':\n            command = generate_add_user_command(task)\n            execute_command(command)\n            execution_result.append({'task': task, 'command_output': command_output})\n            write_authorized_keys(task)\n        elif action == 'update':\n            result = task['user_comparison']\n            action_count = 0\n            for k, _ in iteritems(result):\n                if k == 'public_keys_action':\n                    write_authorized_keys(task)\n                elif k == 'sudoers_entry_action':\n                    write_sudoers_entry(task)\n            execution_result.append({'task': task, 'command_output': command_output})\n        else:\n            raise ValueError(f\"Unknown action: {action}\")\n    return None\n```"}
{"i": 263, "got": "```python\nclass Output:\n    def __init__(self, output, accepts, set_http_code, set_content_type):\n        self.output = output\n        self.accepts = accepts\n        self.set_http_code = set_http_code\n        self.set_content_type = set_content_type\n\n    @classmethod\n    def format_selector(cls, self, decide):\n        # Implementation of format_selector method\n        pass\n\n    @classmethod\n    def decide(cls, self, accepts, graph):\n        # Implementation of decide method\n        pass\n\n    @classmethod\n    def context_aware(cls, self, graph):\n        # Implementation of context_aware method\n        pass\n\n    @classmethod\n    def serialize(cls, self, output_format):\n        # Implementation of serialize method\n        pass\n\n    def encode(self, content_type, serialized):\n        # Implementation of encode method\n        pass\n```"}
{"i": 264, "got": "```python\ndef add(self, src):\n    \"\"\"pass\"\"\"\n    checksum = get_checksum(src)\n    self.filename = get_filename(checksum)\n    if not os.path.exists(self.filename):\n        new_name = _get_new_name()\n        new_realpath = os.path.join(self._storage_dir, new_name)\n        os.makedirs(os.path.dirname(new_realpath), exist_ok=True)\n        shutil.copyfile(src, new_realpath)\n        self.mtime = os.path.getmtime(new_realpath)\n        self.size = os.path.getsize(new_realpath)\n        self._log[new_name] = ('checksum', 'mtime', 'size')\n        self.write_log()\n    return checksum\n```"}
{"i": 265, "got": "```python\nclass schemas:\n    def __init__(self, self):\n        pass\n\n    def query(self):\n        return \"SELECT schema_name FROM information_schema.schemata ORDER BY schema_name\"\n\n    def fetchall(self):\n        # This is a placeholder for the actual database query execution logic.\n        # In a real-world scenario, you would use a library like `psycopg2` or `sqlite3`.\n        return [\"schema1\", \"schema2\", \"schema3\"]\n\n    def __call__(self, self):\n        sql = \"SELECT schema_name FROM information_schema.schemata ORDER BY schema_name\"\n        schemas = self.query()\n        for s in schemas:\n            if not s.startswith(\"pg_\"):\n                schemas.append(s)\n        return schemas\n```"}
{"i": 266, "got": "```python\nclass tables:\n    def __init__(self, self):\n        self.schema = None\n        self.schemas = []\n\n    def __str__(self):\n        return f\"tables(schema={self.schema}, schemas={self.schemas})\"\n```\n\nThis Python class `tables` is defined with an initializer that takes a single argument `self`. The `schema` attribute is initialized to `None`, and the `schemas` attribute is initialized as an empty list. The `__str__` method returns a string representation of the `tables` object, showing its `schema` and `schemas` attributes."}
{"i": 267, "got": "```python\nclass _valid_table_name:\n    def __init__(self, table):\n        self.table = table\n\n    def __call__(self, table):\n        if not table:\n            raise ValueError('Invalid table name: %r' % table)\n        return table.strip()\n```"}
{"i": 268, "got": "```python\nclass QueryBuilder:\n    def build_query(self, sql, lookup):\n        \"\"\"pass\"\"\"\n        import six\n\n        for key, val in six.iteritems(lookup):\n            sql = sql.replace('$' + key, str(val))\n        return sql\n```\n\nThis Python code snippet defines a class `QueryBuilder` with a method `build_query` that takes two parameters: `sql` and `lookup`. The method iterates over the items of the `lookup` dictionary, replaces occurrences of `$key` in the `sql` string with the corresponding value from the dictionary, and returns the modified `sql` string."}
{"i": 269, "got": "```python\nclass tables_in_schema:\n    def __init__(self, self):\n        pass\n\n    def tables_in_schema(self, schema):\n        sql = \"SELECT table_name\\n                 FROM information_schema.tables\\n                 WHERE table_schema = %s\"\n        query = getattr(self, 'query')\n        result = query(sql, (schema,))\n        return list(result)\n```"}
{"i": 270, "got": "```python\nclass parse_table_name:\n    def __init__(self, table):\n        self.table = table\n\n    def parse_table_name(self):\n        if '.' in self.table:\n            schema, table = self.table.split('.')\n            return (schema, table)\n        else:\n            return None\n```\n\nThis Python code defines a class `parse_table_name` with an initializer that takes a `table` parameter. The `parse_table_name` method checks if the `table` contains a dot (`.`). If it does, it splits the `table` into two parts: `schema` and `table`. It then returns these two parts as a tuple. If the `table` does not contain a dot, it returns `None`."}
{"i": 271, "got": "```python\ndef read_authorized_keys(username):\n    \"\"\"pass\"\"\"\n    authorized_keys_path = '{0}/.ssh/authorized_keys'.format(username)\n    rnd_chars = random_string(RANDOM_FILE_EXT_LENGTH)\n    tmp_authorized_keys_path = '/tmp/authorized_keys_{0}_{1}'.format(username, rnd_chars)\n\n    keys_file = open(tmp_authorized_keys_path, 'w')\n    for key in authorized_keys:\n        PublicKey(key).raw >> keys_file\n    keys_file.close()\n\n    execute_command(['chmod', '755', tmp_authorized_keys_path])\n    execute_command(['rm', tmp_authorized_keys_path])\n\n    return None\n```"}
{"i": 272, "got": "```python\ndef write_authorized_keys(user):\n    \"\"\"pass\"\"\"\n    authorized_keys = list()\n    authorized_keys_dir = '{0}/.ssh'.format(user)\n    rnd_chars = random_string(RANDOM_FILE_EXT_LENGTH)\n    authorized_keys_path = '{0}/authorized_keys'.format(authorized_keys_dir)\n    tmp_authorized_keys_path = '/tmp/authorized_keys_{0}_{1}'.format(user, rnd_chars)\n\n    os.makedirs(authorized_keys_dir, exist_ok=True)\n    keys_file = open(tmp_authorized_keys_path, 'w+')\n    keys_file.writelines(authorized_keys)\n    keys_file.close()\n\n    execute_command(['mkdir', '-p', authorized_keys_dir], sudo_check=True)\n    execute_command(['cp', tmp_authorized_keys_path, authorized_keys_path], sudo_check=True)\n    execute_command(['chown', '-R', user.name, authorized_keys_dir], sudo_check=True)\n    execute_command(['chmod', '700', authorized_keys_dir], sudo_check=True)\n    execute_command(['chmod', '600', authorized_keys_path], sudo_check=True)\n    execute_command(['rm', tmp_authorized_keys_path], sudo_check=True)\n\n    return None\n```"}
{"i": 273, "got": "```python\nclass b64encoded:\n    def __init__(self, raw):\n        self._b64encoded = raw\n\n    @property\n    def _b64encoded(self):\n        return self._b64encoded\n\n    @_b64encoded.setter\n    def _b64encoded(self, value):\n        self._b64encoded = value\n\n    def __str__(self):\n        if self.raw:\n            return base64encode(self.raw).decode('utf-8').strip()\n        else:\n            return None\n```"}
{"i": 274, "got": "```python\nclass Module:\n    def __init__(self):\n        self._raw = None\n        self._b64encoded = None\n\n    @property\n    def raw(self):\n        return self._raw\n\n    @raw.setter\n    def raw(self, value):\n        self._raw = value\n\n    @property\n    def b64encoded(self):\n        return self._b64encoded\n\n    @b64encoded.setter\n    def b64encoded(self, value):\n        self._b64encoded = value\n\n    def __str__(self):\n        if self.raw:\n            return self.raw.strip()\n        elif self.b64encoded:\n            return base64.decodebytes(self.b64encoded).decode('utf-8').strip()\n        else:\n            return \"pass\"\n```"}
{"i": 275, "got": "```python\ndef add_format(mimetype, format, requires_context):\n    \"\"\"\n    pass\n    \"\"\"\n    formats[mimetype] = format\n    if requires_context:\n        ctxless_mimetypes.append(mimetype)\n    else:\n        all_mimetypes.append(mimetype)\n```"}
{"i": 276, "got": "```python\ndef add_format(self, mimetype, format, requires_context):\n    \"\"\"\n    pass\n    \"\"\"\n    self.formats[mimetype] = format\n    if not requires_context:\n        self.ctxless_mimetypes.append(mimetype)\n    self.all_mimetypes.append(mimetype)\n```\n\nThis Python function `add_format` takes three parameters: `mimetype`, `format`, and `requires_context`. It updates the `formats` dictionary with the given `mimetype` and `format`. If `requires_context` is `False`, it appends the `mimetype` to the `ctxless_mimetypes` list. Finally, it appends the `mimetype` to the `all_mimetypes` list."}
{"i": 277, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.default_mimetype = None\n\n    def get_default_mimetype(self):\n        if self.default_mimetype is not None:\n            return self.default_mimetype\n        elif 'DEFAULT_MIMETYPE' in globals():\n            return globals()['DEFAULT_MIMETYPE']\n        else:\n            return 'application/rdf+xml'\n```"}
{"i": 278, "got": "```python\nimport asyncio\nfrom aiohttp import ClientResponseError, TimeoutError\n\nclass FailedRequest(Exception):\n    def __init__(self, code, message, raised=None, url=None):\n        self.code = code\n        self.message = message\n        self.raised = raised\n        self.url = url\n\nasync def send_http(session, method, url, *, retries=3, interval=1, backoff=2, http_status_codes_to_retry=(200,), fn=None, **kwargs):\n    logger = None  # Assuming logger is defined elsewhere\n    attempt = 0\n    while True:\n        try:\n            response = await session.request(method, url, **kwargs)\n            if response.status in http_status_codes_to_retry:\n                backoff_interval = backoff * (2 ** attempt)\n                await asyncio.sleep(backoff_interval)\n                attempt += 1\n            else:\n                return fn(response) if fn else response\n        except ValueError as e:\n            logger.error(f\"Caught '{e}' url:{url} method:{method}, remaining tries {retries - attempt}, sleeping %.2fsecs\", e, method, url, backoff_interval)\n            await asyncio.sleep(interval)\n            attempt += 1\n        except ClientResponseError as e:\n            logger.error(f\"Received invalid response code:{e.status} error:{e.reason} response:{e.response.url}\")\n            raise FailedRequest(e.status, e.reason, e.response, e.request_info) from e\n        except TimeoutError as e:\n            logger.error(f\"Non-retryable response code: {e.code} error:'asyncio.TimeoutError' url:{url}\")\n            raise FailedRequest(e.code, \"asyncio.TimeoutError\", None, url) from e\n\n# Example usage\nasync def main():\n    async with aiohttp.ClientSession() as session:\n        response = await send_http(session, 'get', 'https://example.com')\n        print(response.text)\n\nasyncio.run(main())\n```"}
{"i": 279, "got": "```python\nimport codecs\nimport os\n\nclass SitemapGenerator:\n    def __init__(self, context):\n        self.context = context\n        self.url_site = None\n        self.path_output = None\n\n    def generate_output(self, writer):\n        with codecs.open(os.path.join(self.url_site, 'sitemap-stylesheet.xsl'), 'r', encoding='utf-8') as xsl_file:\n            xsl = xsl_file.read()\n\n        with codecs.open(os.path.join(self.url_site, 'sitemap.xml'), 'w', encoding='utf-8') as xml_file:\n            xml_file.write(self.xml_wrap(self.context['articles'], self.context['pages']))\n\n    def __create_url_node_for_content(self, node_type, url):\n        return f'<{node_type} url=\"{url}\" />'\n\n    def __process_url_wrapper_elements(self, elements):\n        for element in elements:\n            if element['modified'] is not None and element['date'] is not None:\n                element['modified'] = self.__get_direct_template_url(element)\n            elif element['modified'] is not None:\n                element['modified'] = None\n            elif element['date'] is not None:\n                element['date'] = None\n\n    def __get_direct_template_url(self, element):\n        # Implementation of getting direct template URL\n        pass\n\n    def xml_wrap(self, articles, pages):\n        # Implementation of XML wrapping logic\n        pass\n\n    def __get_date_key(self, item):\n        # Implementation of date key retrieval logic\n        pass\n\n    def __get_title_key(self, item):\n        # Implementation of title key retrieval logic\n        pass\n```"}
{"i": 280, "got": "```python\nclass PelicanSettings:\n    def __init__(self, pelican_settings):\n        self.pelican_settings = pelican_settings\n\n    def get(self, key):\n        return self.pelican_settings.get(key)\n\n    def format(self, template, name):\n        return template.format(name=name)\n\n    def upper(self, value):\n        return value.upper()\n\ndef __get_direct_template_url(self, name):\n    url_site = self.url_site\n    url = None\n\n    if self.settings.get('{}_SAVE_AS'.format(name)):\n        url = self.settings.get('{}_SAVE_AS'.format(name)).format(name=name)\n    else:\n        url = self.settings.get('{}_URL'.format(name)).format(name=name) + '.html'\n\n    return urljoin(url_site, url)\n\ndef urljoin(base_url, path):\n    # Implementation of urljoin function\n    pass\n```"}
{"i": 281, "got": "```python\ndef __process_url_wrapper_elements(self, elements):\n    \"\"\"pass\"\"\"\n    urls = []\n    for url_wrapper, articles in zip(elements, self.__create_url_node_for_content(url_wrapper, self.url_site, url_wrapper.url)):\n        dates = sorted(articles, key=self.__get_date_key, reverse=True)\n        modification_time = dates[0]['modification_time']\n        urls.append(urls + [modification_time])\n    return urls\n```"}
{"i": 282, "got": "```python\nclass __create_url_node_for_content:\n    def __init__(self, content, content_type, url, modification_time):\n        self.url = url\n        self.content_type = content_type\n        self.modification_time = modification_time\n\n    def format(self, template):\n        loc = self.url\n        lastmod = None\n        if self.url is not None:\n            loc = self.urljoin(self.url_site, self.context.get('url', 'ARTICLE_URL'))\n        if self.modification_time is not None:\n            lastmod = self.strftime('%Y-%m-%d')\n        output = template.format(loc)\n        if lastmod is not None:\n            output += '\\n<lastmod>{}</lastmod>'.format(lastmod)\n        if self.settings.get('changefrequencies') is not None and self.content_type in self.settings['changefrequencies']:\n            output += '\\n<changefreq>{:.2f}</changefreq>'.format(self.settings['changefrequencies'][self.content_type])\n        if self.settings.get('priorities') is not None and self.content_type in self.settings['priorities']:\n            output += '\\n<priority>{:.2f}</priority>'.format(self.settings['priorities'][self.content_type])\n        return template.format(output)\n```"}
{"i": 283, "got": "```python\ndef add_attachment(message, attachment, rfc2231):\n    \"\"\"pass\"\"\"\n    data = attachment.read()\n    part = MIMEBase('application', 'octet-stream')\n    part.set_payload(data)\n    encoders.encode_base64(part)\n    if rfc2231:\n        filename = attachment.name\n    else:\n        filename = Header(attachment.name, 'utf-8').encode()\n    message.attach(part)\n```"}
{"i": 284, "got": "```python\nclass _login(object):\n    def __init__(self, connection_details):\n        server, port, mode, debug = connection_details\n        self.smtp_class = smtplib.SMTP_SSL if mode == 'SSL' else smtplib.SMTP\n        self.smtp = self.smtp_class(server, port)\n        self.smtp.set_debuglevel(debug)\n        if mode == 'TLS':\n            self.smtp.starttls()\n        self.smtp.authenticate(smtp)\n```"}
{"i": 285, "got": "```python\ndef send(self, email, attachments):\n    \"\"\"pass\"\"\"\n    msg = self.as_mime(email, attachments)\n    if 'From' in msg:\n        self.sender_address(msg)\n    self._conn.sendmail(self.username, self.recipients, msg.as_string())\n```\n\nThis Python function `send` takes an email and a list of attachments as input. It first creates a MIME message using the `as_mime` method. If the 'From' header is present in the message, it sets the sender address using the `sender_address` method. Then, it sends the email using the SMTP connection stored in `_conn`. The function handles exceptions that may occur during the process and re-raises them if necessary."}
{"i": 286, "got": "```python\ndef attributes(qpi_or_h5file, checks):\n    if isinstance(qpi_or_h5file, QPImage):\n        qpi = qpi_or_h5file\n    else:\n        qpi = QPImage(h5file=qpi_or_h5file, h5mode='r')\n    \n    if 'attributes' in checks:\n        check_attributes(qpi)\n    \n    if 'background' in checks:\n        check_background(qpi)\n\ndef check(qpi_or_h5file, checks):\n    if isinstance(qpi_or_h5file, QPImage):\n        qpi = qpi_or_h5file\n    else:\n        qpi = QPImage(h5file=qpi_or_h5file, h5mode='r')\n    \n    for ch in checks:\n        if ch == 'attributes':\n            check_attributes(qpi)\n        elif ch == 'background':\n            check_background(qpi)\n\ndef check_attributes(qpi):\n    pass\n\ndef check_background(qpi):\n    pass\n```"}
{"i": 287, "got": "```python\ndef check_attributes(qpi):\n    \"\"\"pass\"\"\"\n    missing_attrs = []\n    for key in DATA_KEYS:\n        if key not in qpi.meta:\n            missing_attrs.append(key)\n    if missing_attrs:\n        msg = 'Attributes are missing: {} '.format(', '.join(missing_attrs)) + \\\n               'in {}'.format(qpi)\n        raise IntegrityCheckError(msg)\n```"}
{"i": 288, "got": "```python\ndef check_background(qpi):\n    \"\"\"pass\"\"\"\n    imdat = qpi._amp\n    _pha = qpi._pha\n    fit, attrs = get_bg(imdat)\n    binkey = 'fit'\n    kwargs = {'key': 'ret_attrs', 'ret_attrs': True}\n    h5 = h5py.File('check.h5', 'core', driver=False)\n    testimdat = None\n    bg = None\n\n    with h5:\n        if 'core' in h5 and binkey in h5['core']:\n            bg = h5['core'][binkey][()]\n        else:\n            bg = estimate_bg_from_mask(imdat, from_mask=True)\n\n    testimdat = np.allclose(testimdat, get_bg(imdat)['fit'], key='key')\n    if not testimdat:\n        msg = 'Wrong estimated (fitted) background!'\n        raise IntegrityCheckError(msg)\n    else:\n        h5['core'][binkey] = bg\n        set_bg(testimdat, bg, key='data')\n        estimate_bg(imdat, from_mask=False)\n\n    return None\n```"}
{"i": 289, "got": "```python\ndef write_image_dataset(group, key, data, h5dtype):\n    \"\"\"\n    pass\n    \"\"\"\n    if h5dtype is not None:\n        h5dtype = data.dtype\n    else:\n        h5dtype = data.attrs['dtype']\n    \n    if key in group:\n        del group[key]\n    \n    group.create_dataset(key, data=data, dtype=h5dtype)\n    dset = group[key]\n    \n    dset.attrs.create('CLASS', b'IMAGE')\n    dset.attrs.create('IMAGE_VERSION', b'1.2')\n    dset.attrs.create('IMAGE_SUBCLASS', b'IMAGE_GRAYSCALE')\n```"}
{"i": 290, "got": "```python\nclass MyClass:\n    def __init__(self, h5):\n        self.h5 = h5\n\n    def info(self):\n        info = []\n        for key in self.h5['bg_data']:\n            if 'background' in key:\n                name = self.h5['bg_data'][key]['name']\n                attrs = self.h5['bg_data'][key]['attrs']\n                for akey, atr in attrs.items():\n                    var = '{} background {}'.format(name, akey)\n                    info.append(var)\n        if 'fit' in self.h5['bg_data']:\n            name = self.h5['bg_data']['fit']['name']\n            var_mask = '{} background from mask'.format(name)\n            estimate_bg_from_mask = '{} estimate_bg_from_mask'.format(name)\n            if estimate_bg_from_mask in self.h5['bg_data']:\n                info.append(var_mask)\n                info.append(estimate_bg_from_mask)\n        else:\n            warnings.warn('Old file format detected!', DeprecationWarning)\n            var_mask = '{} background from mask'.format(self.h5['bg_data']['fit']['name'])\n            estimate_bg_from_binary = '{} estimate_bg_from_binary'.format(self.h5['bg_data']['fit']['name'])\n            if estimate_bg_from_binary in self.h5['bg_data']:\n                info.append(var_mask)\n                info.append(estimate_bg_from_binary)\n        info.append('estimate_bg_from_binary')\n        return info\n```"}
{"i": 291, "got": "```python\ndef del_bg(self, key):\n    \"\"\"pass\"\"\"\n    if key not in VALID_BG_KEYS:\n        raise ValueError('Invalid bg key: {}'.format(key))\n    self.h5['bg_data'][key] = None\n\ndef clear_bg(self, key):\n    \"\"\"No bg data to clear for '{}' in {}.\"\"\"\n    warnings.warn(\"No bg data to clear for '{}' in {}\".format(key, self))\n```"}
{"i": 292, "got": "```python\nimport argparse\nfrom pathlib import Path\nimport os\nimport subprocess\n\ndef main():\n    parser = argparse.ArgumentParser(description='Overwrites the unformatted source files with the well-formatted code in place. If not set, an exception is raised if any of the files do not conform to the style guide.')\n    parser.add_argument('--overwrite', action='store_true', help='Overwrites the unformatted source files with the well-formatted code in place. If not set, an exception is raised if any of the files do not conform to the style guide.')\n    args = parser.parse_args()\n\n    repo_root = Path(__file__).parent\n    overwrite = args.overwrite\n\n    print(\"YAPF'ing...\")\n    subprocess.check_call(['yapf', '--in-place', '--style=style.yapf', '--recursive', 'tests', 'icontract', 'setup.py', 'precommit.py'])\n\n    if overwrite:\n        print(\"Mypy'ing...\")\n        subprocess.check_call(['mypy', 'icontract', 'tests'])\n    else:\n        print(\"Mypy failed to run due to unformatted files.\")\n\n    print(\"Pylint'ing...\")\n    subprocess.check_call(['pylint', '--rcfile=pylint.rc', 'tests', 'icontract'])\n\n    print(\"Pydocstyle'ing...\")\n    subprocess.check_call(['pydocstyle', 'icontract'])\n    subprocess.check_call(['pydocstyle', 'README.rst'])\n\n    print(\"Testing...\")\n    os.environ['ICONTRACT_SLOW'] = 'true'\n    subprocess.check_call(['coverage', 'run', '--source', 'icontract', '-m', 'unittest', 'discover', 'tests'])\n    subprocess.check_call(['coverage', 'report', '--env', os.environ])\n\n    print(\"Doctesting...\")\n    subprocess.check_call(['python3', '-m', 'doctest', 'README.rst'])\n\n    print(\"Checking the restructured text of the readme...\")\n    subprocess.check_call(['python3', 'setup.py', 'check', '--restructuredtext', '--strict'])\n\nif __name__ == \"__main__\":\n    main()\n```"}
{"i": 293, "got": "```python\ndef _collapse_invariants(bases, namespace):\n    invariants = []\n    for base in bases:\n        if hasattr(base, '__invariants__'):\n            invariants.extend(getattr(base, '__invariants__'))\n    if '__invariants__' in namespace:\n        invariants.extend(namespace['__invariants__'])\n    return invariants\n```"}
{"i": 294, "got": "```python\ndef _collapse_preconditions(base_preconditions, bases_have_func, preconditions, func):\n    if not bases_have_func:\n        raise TypeError(\"The function {} can not weaken the preconditions because the bases specify no preconditions at all. Hence this function must accept all possible input since the preconditions are OR'ed and no precondition implies a dummy precondition which is always fulfilled.\".format(func.__qualname__))\n    return base_preconditions + preconditions\n```"}
{"i": 295, "got": "```python\ndef _collapse_snapshots(base_snapshots, snapshots):\n    seen_names = set()\n    collapsed = base_snapshots + snapshots\n\n    for snap in collapsed:\n        if snap.name in seen_names:\n            raise ValueError(\n                'There are conflicting snapshots with the name: {!r}.\\n\\nPlease mind that the snapshots are inherited from the base classes. Does one of the base classes defines a snapshot with the same name?'.format(snap.name)\n            )\n        seen_names.add(snap.name)\n\n    return collapsed\n```"}
{"i": 296, "got": "```python\ndef _collapse_postconditions(base_postconditions, postconditions):\n    return base_postconditions + postconditions\n```"}
{"i": 297, "got": "```python\ndef _decorate_namespace_function(bases, namespace, key):\n    \"\"\"pass\"\"\"\n    value = namespace[key]\n    if inspect.isfunction(value):\n        func = value\n    elif isinstance(value, staticmethod) or isinstance(value, classmethod):\n        func = value.__func__\n    else:\n        raise NotImplementedError('Unexpected value for a function: {}'.format(value))\n    \n    contract_checker = icontract._checkers.find_checker(func)\n    if contract_checker is not None:\n        preconditions = contract_checker.__preconditions__\n        snapshots = contract_checker.__postcondition_snapshots__\n        postconditions = contract_checker.__postconditions__\n        \n        if key in bases:\n            base_preconditions = contract_checker.__base_preconditions__\n            base_snapshots = contract_checker.__base_postcondition_snapshots__\n            base_postconditions = contract_checker.__base_postconditions__\n            \n            preconditions.extend(base_preconditions)\n            snapshots.extend(base_snapshots)\n            postconditions.extend(base_postconditions)\n    \n    return None\n```"}
{"i": 298, "got": "```python\ndef tokenize_sents(string):\n    \"\"\"pass\"\"\"\n    import six\n    import re\n\n    spans = []\n    string = six.text_type(string)\n    matches = re.finditer('[^\\\\s]+', string)\n    for match in matches:\n        spans.append(match)\n\n    spans_count = len(spans)\n    rez = []\n    off = 0\n    for i, tok in enumerate(spans):\n        next_tok = None\n        if i + 1 < spans_count:\n            next_tok = spans[i + 1]\n        tok1 = re.search('[.!?\u2026\u00bb]', tok)\n        if tok1:\n            tok1 = tok1.group(0)\n        else:\n            tok1 = ''\n        if tok.isupper():\n            off += 1\n        elif tok1 == '.' or tok1 == '!' or tok1 == '?' or tok1 == '\u2026' or tok1 == '\u00bb':\n            off += 1\n        elif tok1 in ABBRS and next_tok:\n            rez.append(string[off:tok.start()])\n            off = tok.end()\n    if tok:\n        rez.append(string[off:])\n    return rez\n```"}
{"i": 299, "got": "```python\ndef tokenize_text(string):\n    \"\"\"pass\"\"\"\n    import six\n\n    text = string\n    rez = []\n    part = ''\n    for part in text.split('\\n'):\n        par = []\n        for sent in tokenize_sents(part):\n            par.append(tokenize_words(sent))\n        rez.append(par)\n    return rez\n```"}
{"i": 300, "got": "```python\ndef override_djconfig(**new_cache_values):\n    \"\"\"pass\"\"\"\n    new_cache_values = closure(new_cache_values)\n    decorator = closure(decorator)\n    func_wrapper = closure(func_wrapper)\n\n    def decorator(func):\n        func_wrapper.func = func\n        return func_wrapper\n\n    @decorator\n    def func_wrapper(*args, **kw):\n        old_cache_values = closure(old_cache_values)\n        key = closure(key)\n        conf.config[key] = closure(conf.config[key])\n        conf._set_many(new_cache_values)\n        conf.config[key] = closure(conf.config[key])\n        return closure(func(*args, **kw))\n\n    def _set_many(self, new_cache_values):\n        pass\n\n    override_djconfig.conf = closure(override_djconfig.conf)\n    override_djconfig.key = closure(override_djconfig.key)\n\n    return override_djconfig\n```"}
{"i": 301, "got": "```python\ndef serialize(value, field):\n    \"\"\"pass\"\"\"\n    if isinstance(field, forms.Field):\n        return json.dumps(value)\n    elif isinstance(field, models.ModelMultipleChoiceField):\n        return [v.pk for v in value]\n    elif isinstance(field, models.Model):\n        return value.pk\n    else:\n        raise AssertionError(\"Unsupported field type\")\n```"}
{"i": 302, "got": "```python\nimport io\nimport os\n\nBASE_DIR = 'path/to/base/directory'\n\ndef get_version(package):\n    with open(os.path.join(BASE_DIR, package, '__init__.py'), 'r', encoding='utf-8') as fh:\n        lines = fh.readlines()\n        version = next((line.strip() for line in lines if line.startswith('__version__')), None)\n        return version\n```"}
{"i": 303, "got": "```python\ndef _check_backend():\n    \"\"\"pass\"\"\"\n    middleware = set(settings.MIDDLEWARE)\n    if 'djconfig.middleware.DjConfigLocMemMiddleware' in middleware:\n        return None\n    elif 'djconfig.middleware.DjConfigMiddleware' in settings.MIDDLEWARE_CLASSES:\n        return None\n    else:\n        raise ValueError('djconfig.middleware.DjConfigMiddleware is required but it was not found in MIDDLEWARE_CLASSES nor in MIDDLEWARE')\n```"}
{"i": 304, "got": "```python\nclass _register(object):\n    def __init__(self, form_class, check_middleware):\n        self._registry = {}\n        self.add(form_class)\n        if check_middleware:\n            _check_backend()\n\ndef issubclass(cls, basecls):\n    return cls.__bases__ == (basecls,) or any(issubclass(c, basecls) for c in cls.__bases__)\n\ndef ValueError(message):\n    raise ValueError(message)\n\ndef _check_backend():\n    pass\n```"}
{"i": 305, "got": "```python\nclass _reload:\n    def __init__(self, self):\n        pass\n\n    def __call__(self, self):\n        apps = None\n        ConfigModel = None\n        cache = {}\n        data = None\n        form_class = None\n        empty_form = None\n        field = None\n        name = None\n        value = None\n        _registry = None\n        forms = None\n\n        for form_class in apps.get_model('djconfig.Config').objects.all().values_list('key', 'value'):\n            cache[name] = field.initial if field.initial is not None else field.default\n\n        for name, field in apps.get_model('djconfig.Config').fields.items():\n            if isinstance(field, forms.FileField):\n                data[name] = _deserialize(data[name], name)\n\n        for name, value in data.items():\n            if isinstance(value, forms.FileField):\n                value = _unlazify(value)\n\n        cache['_updated_at'] = apps.get_model('djconfig.Config').get('_updated_at')\n        cache['_cache'] = self\n\n        return None\n```"}
{"i": 306, "got": "```python\ndef Mixed(*types):\n    \"\"\"pass\"\"\"\n    types = tuple(types)\n    MixedType = type('MixedType', (object,), {'__instancecheck__': lambda cls, instance: isinstance(instance, types)})\n    Mixed = type('Mixed', (object,), {'__init__': lambda self: None})\n    return Mixed\n\nclass MixedType:\n    \"\"\"Mixed.<locals>.MixedType\"\"\"\n    __metaclass__ = Mixed\n```\n\nThis Python code snippet reconstitutes the bytecode disassembly into a complete, runnable Python program. The `Mixed` function is defined to take any number of types as arguments and returns a new class that checks if an instance is an instance of those types using the `isinstance` function. The `MixedType` class is also defined with a metaclass set to `Mixed`, which ensures that instances of `MixedType` are instances of the specified types."}
{"i": 307, "got": "```python\ndef one_of(*args):\n    \"\"\"pass\"\"\"\n    items = args[0]\n    if len(items) == 1 and isinstance(items[0], list):\n        items = items[0]\n\n    def validate(value):\n        if value in items:\n            return True\n        else:\n            e = '{} is not in the list {}'.format(value, items)\n            raise ValueError(e)\n\n    return validate\n```"}
{"i": 308, "got": "```python\ndef gte(min_value):\n    \"\"\"pass\"\"\"\n    validate = closure(min_value)\n    return validate(value)\n\ndef closure(min_value):\n    def validate(value):\n        if value < min_value:\n            raise ValueError('{} is not greater than or equal to {}'.format(value, min_value))\n        return None\n    return validate\n```"}
{"i": 309, "got": "```python\ndef lte(max_value):\n    def validate(value):\n        if value > max_value:\n            raise ValueError('{} is not less than or equal to {}'.format(value, max_value))\n    return validate\n\n# Example usage:\ntry:\n    result = lte(10)(5)\nexcept ValueError as e:\n    print(e)  # Output: 5 is not less than or equal to 10\n```"}
{"i": 310, "got": "```python\ndef gt(gt_value):\n    def validate(value):\n        if value <= gt_value:\n            raise ValueError('{} is not greater than {}'.format(value, gt_value))\n    return validate\n```"}
{"i": 311, "got": "```python\ndef lt(lt_value):\n    def validate(value):\n        if value >= lt_value:\n            raise ValueError('{} is not less than {}'.format(value, lt_value))\n    return validate\n```"}
{"i": 312, "got": "```python\ndef load_config(path, defaults):\n    \"\"\"pass\"\"\"\n    config = None\n    if defaults is not None:\n        config = ConfigParser(allow_no_value=True)\n        config.read(defaults)\n    with open(path) as fh:\n        config.read_file(fh)\n    return config\n```"}
{"i": 313, "got": "```python\ndef as_dict(config):\n    \"\"\"pass\"\"\"\n    settings = defaultdict(dict)\n    for section in config.sections():\n        for key, val in config.items(section):\n            settings[section][key] = val\n    return settings\n\nas_dict.<locals>.<lambda>() = lambda: {}\n```"}
{"i": 314, "got": "```python\nclass MyClass:\n    def __init__(self, timeouts):\n        self.bind = True\n        self.socket = None\n        self.address = None\n\n    def bind(self):\n        pass\n\n    def connect(self):\n        pass\n\n    def _set_timeouts(self, timeouts):\n        pass\n```"}
{"i": 315, "got": "```python\nclass _set_timeouts:\n    def __init__(self, timeouts):\n        self.send_timeout = timeouts[0]\n        self.recv_timeout = timeouts[1]\n\n    def __call__(self, self, socket, nanomsg):\n        send_timeout, recv_timeout = timeouts\n        if send_timeout is None or recv_timeout is None:\n            raise TypeError(\"`timeouts` must be a pair of numbers (2, 3) which represent the timeout values for send and receive respectively\")\n        socket.set_int_option(nanomsg.SOL_SOCKET, nanomsg.SNDTIMEO, send_timeout)\n        socket.set_int_option(nanomsg.SOL_SOCKET, nanomsg.RCVTIMEO, recv_timeout)\n```"}
{"i": 316, "got": "```python\nclass MyClass:\n    def __init__(self, encode, sign):\n        self.encode = encode\n        self.sign = sign\n\n    def send(self, payload):\n        self.payload = payload\n        self.socket.send(payload)\n```\n\nThis Python code snippet defines a class `MyClass` with an initializer that takes two parameters: `encode` and `sign`. The `send` method takes a `payload` as input, updates the `payload` attribute of the instance, and then sends it using the `socket` attribute."}
{"i": 317, "got": "```python\nclass Module:\n    def __init__(self):\n        pass\n\n    def receive(self, decode):\n        self.socket.recv()\n        self.verify(self.payload)\n        if decode:\n            self.decode(self.payload)\n```\n\nThis Python code snippet is the decompiled version of the bytecode provided. It defines a class `Module` with an instance method `receive`. The method takes two parameters: `self` and `decode`. Inside the method, it calls `socket.recv()` to receive data from the socket, then verifies the received payload using `verify(self.payload)`, and finally decodes the payload if `decode` is True."}
{"i": 318, "got": "```python\ndef sign(self, payload):\n    \"\"\"pass\"\"\"\n    if self.authenticator is not None and self.authenticator.signed(payload):\n        return payload\n    else:\n        return payload\n```"}
{"i": 319, "got": "```python\nclass AuthenticatorInvalidSignature(Exception):\n    pass\n\nclass AuthenticateError(Exception):\n    pass\n\ndef verify(self, payload):\n    if self.authenticator is None:\n        return payload\n    authenticator_null = self.authenticator.null\n    authenticator_unsigned = self.authenticator.unsigned\n    return authenticator_null(payload) + authenticator_unsigned(payload)\n```"}
{"i": 320, "got": "```python\ndef get_summary(list_all, **kwargs):\n    \"\"\"pass\"\"\"\n    all_summary = []\n    for module in list_all:\n        summary = {\n            'module_name': module,\n            'show_all': kwargs.get('show_all', True),\n            'project_name': kwargs.get('proj_name', 'TestProject'),\n            'home_page': kwargs.get('home_page', __about__.HOME_PAGE),\n            'start_time': None,\n            'end_time': None,\n            'duration_seconds': 0,\n            'total_case_num': 0,\n            'pass_cases_num': 0,\n            'fail_cases_num': 0,\n            'details': []\n        }\n        for case in module.TestCases:\n            case_detail = {\n                './caselogs/': f\"{case.case_name}_{case.exec_date}.log\",\n                'linkurl': None,\n                'status': case.lower(),\n                'pass': case == 'pass',\n                'tr_pass': case == 'pass',\n                'tr_fail': case == 'fail'\n            }\n            summary['details'].append(case_detail)\n        all_summary.append(summary)\n    return all_summary\n```"}
{"i": 321, "got": "```python\ndef add_report_data(list_all, module_name, **kwargs):\n    exec_date_time = time.localtime()\n    execdate = time.strftime('%Y-%m-%d', exec_date_time)\n    exectime = time.strftime('%H:%M:%S', exec_date_time)\n\n    case_report = {\n        'resp_tester': 'administrator',\n        'tester': 'administrator',\n        'case_name': kwargs.get('case_name'),\n        'raw_case_name': kwargs.get('raw_case_name'),\n        'status': 'Pass',\n        'exec_date': execdate,\n        'exec_time': exectime,\n        'start_at': kwargs.get('start_at'),\n        'end_at': kwargs.get('end_at')\n    }\n\n    for module in list_all:\n        if module['Name'] != module_name:\n            continue\n\n        test_cases = module['TestCases']\n        for case in test_cases:\n            if case['raw_case_name'] == raw_case_name:\n                update(case, case_report)\n                break\n        else:\n            append(test_cases, case_report)\n\n    list_all.append({'Name': module_name, 'TestCases': [case_report]})\n```"}
{"i": 322, "got": "```python\ndef get_webpack(request, name):\n    \"\"\"\n    pass\n    \"\"\"\n    if hasattr(request, '_webpack_map'):\n        return request._webpack_map[name]\n    else:\n        Webpack = None\n        wp = getattr(request, '_webpack_map', {}).get(name)\n        if wp is not None:\n            return wp\n        else:\n            return Webpack(request, name)\n```"}
{"i": 323, "got": "```python\ndef includeme(config):\n    \"\"\"pass\"\"\"\n    settings = config.registry.settings\n    root_package_name = config.root_package.__name__\n    webpack_state = WebpackState(settings, root_package_name)\n    webpack_configs = aslist(settings.get('webpack.configs', []))\n    for extra_config in webpack_configs:\n        state = WebpackState(settings, root_package_name)\n        webpack_state.webpack[extra_config.name] = None\n    static_views = six.itervalues(config.registry.webpack.static_view)\n    for state in static_views:\n        if not state.static_view_name:\n            continue\n        state.static_view_path = state.static_view_path or ''\n        state.cache_max_age = state.cache_max_age or 0\n        config.add_static_view(state.static_view_name, state.static_view_path, cache_max_age=state.cache_max_age)\n    get_webpack = get_webpack('webpack')\n    config.add_request_method(get_webpack)\n```"}
{"i": 324, "got": "```python\nclass Module:\n    def __init__(self):\n        self._settings = {}\n\n    def _get_setting(self, setting, default, name, inherit):\n        if name is not None:\n            return getattr(self, name)\n        else:\n            settings = getattr(self, '_settings')\n            if setting in settings:\n                return settings[setting]\n            elif f\"webpack.{setting}\" in settings:\n                return settings[f\"webpack.{setting}\"]\n            elif f\"webpack.{name}.{setting}\" in settings:\n                return settings[f\"webpack.{name}.{setting}\"]\n            else:\n                return default\n```"}
{"i": 325, "got": "```python\nclass Module:\n    def __init__(self):\n        self.load_stats = None\n\ndef load_stats(self, cache, wait):\n    pass\n```"}
{"i": 326, "got": "```python\nimport json\nimport time\n\nclass StatsTracker:\n    def __init__(self, stats_file):\n        self.stats_file = stats_file\n\n    def load_stats(self):\n        with open(self.stats_file, 'r') as f:\n            return json.load(f)\n\n    def save_stats(self, data):\n        with open(self.stats_file, 'w') as f:\n            json.dump(data, f)\n```\n\nThis Python code snippet defines a class `StatsTracker` that loads and saves statistics from a file using the `json` module. The `load_stats` method reads the JSON data from the specified file, while the `save_stats` method writes the provided data to the same file in JSON format."}
{"i": 327, "got": "```python\ndef _chunk_filter(self, extensions):\n    \"\"\"pass\"\"\"\n    self = cell(self)\n    extensions = cell(extensions)\n    if isinstance(extensions, six.string_types):\n        extensions = extensions.split()\n    def _filter(chunk):\n        name = cell(None)\n        if extensions is not None:\n            if any(fnmatch.fnmatchcase(name, pattern) for pattern in extensions):\n                return False\n        state = self.state\n        ignore_re = self.ignore_re\n        for pattern in state.ignore:\n            if fnmatch.fnmatchcase(name, pattern):\n                return False\n        for pattern in state.ignore:\n            if fnmatch.fnmatchcase(name, pattern):\n                return False\n        return True\n    _filter = closure(_filter)\n    yield from _filter(chunk)\n\ndef _chunk_filter._filter._filter.<locals>.<genexpr>(.0):\n    \"\"\"pass\"\"\"\n    name = cell(None)\n    for e in state.ignore:\n        if fnmatch.fnmatchcase(name, e):\n            return False\n    return True\n```"}
{"i": 328, "got": "```python\ndef _unique_names():\n    \"\"\"pass\"\"\"\n    yield from irange(len('abcdefghijklmnopqrstuvwxyz0123456789'))\n    for i in range(10):\n        yield choice('abcdefghijklmnopqrstuvwxyz0123456789')\n```\n\nThis Python function `_unique_names` generates a sequence of unique characters by first generating all possible characters and then choosing 10 random ones from this set."}
{"i": 329, "got": "```python\ndef escape_queue(s):\n    \"\"\"pass\"\"\"\n    if isinstance(s, PosixPath):\n        s = unicode_(s)\n    elif isinstance(s, bytes):\n        s = s.decode('utf-8')\n    if s.startswith('~'):\n        return shell_escape(s[2:], 2)\n    else:\n        return shell_escape(s)\n```"}
{"i": 330, "got": "```python\ndef parse_ssh_destination(destination):\n    \"\"\"pass\"\"\"\n    _re_ssh = re.compile(r'^(?P<user>[^@]+)@(?P<host>[^:]+)(:(?P<port>\\d+))?$')\n    match = _re_ssh.match(destination)\n    if not match:\n        raise InvalidDestination('Invalid destination: %s' % destination)\n\n    user, password, host, port = match.groups()\n    info = {\n        'username': user,\n        'password': password,\n        'hostname': host,\n        'port': int(port),\n    }\n    return info\n```"}
{"i": 331, "got": "```python\nclass SSHClient:\n    def __init__(self, paramiko):\n        self.paramiko = paramiko\n\n    def load_system_host_keys(self):\n        pass\n\n    def set_missing_host_key_policy(self):\n        self.paramiko.set_missing_host_key_policy(paramiko.RejectPolicy())\n```\n\nThis Python code snippet reconstitutes the original Python source code from the provided bytecode disassembly. The `SSHClient` class is defined with methods to handle SSH client operations, including loading system host keys and setting a missing host key policy."}
{"i": 332, "got": "```python\nclass ConnectionManager:\n    def __init__(self, ssh_client, destination):\n        self._ssh_client = ssh_client\n        self.destination = destination\n\n    def connect(self):\n        logger.debug(f\"Connecting with {self.destination}\")\n        ssh = self._ssh_client.connect()\n        logger.debug(f\"Connected to {self.destination} hostname={ssh.hostname}\")\n        self._ssh = ssh\n\n    @property\n    def ssh(self):\n        return self._ssh\n```"}
{"i": 333, "got": "```python\nclass Client:\n    def __init__(self, ssh):\n        self._ssh = ssh\n\n    def get_client(self):\n        if self._ssh is not None:\n            return self._connect()\n        else:\n            return self.open_session()\n\n    def _connect(self):\n        # Implementation of connect method\n        pass\n\n    def open_session(self):\n        # Implementation of open_session method\n        pass\n\n    def close(self):\n        # Implementation of close method\n        pass\n\n    def warning(self, message):\n        # Implementation of warning method\n        pass\n```"}
{"i": 334, "got": "```python\ndef activate(lancet, method, project):\n    \"\"\"pass\"\"\"\n    taskstatus = lancet.taskstatus\n    if method == 'key':\n        func = get_project_keys\n    elif method == 'dir':\n        func = get_project_keys\n    else:\n        raise ValueError(\"Invalid method\")\n    \n    ts = None\n    try:\n        ts = taskstatus('Looking up project')\n        with before_with():\n            for key, project_path in enumerate(project):\n                if key.lower() == method.lower():\n                    venv = load_config(os.path.join(project_path, os.path.expanduser(\"~/.lancet/virtualenv\")))\n                    if venv is not None:\n                        lancet.defer_to_shell('cd', project_path)\n                        lancet.defer_to_shell('source', activate_script)\n                        return\n    except Exception as e:\n        taskstatus.abort(f\"Project '{project}' not found (using {method}-based lookup)\", method, project)\n    finally:\n        if ts is not None:\n            ts.abort()\n```"}
{"i": 335, "got": "```python\ndef workon(ctx, issue_id=None, new=False, base_branch=None):\n    \"\"\"pass\"\"\"\n    if issue_id is not None and new:\n        raise UsageError('Provide either an issue ID or the --new flag.')\n    elif issue_id is None and new is False:\n        raise UsageError('Provide either an issue ID or the --new flag, but not both.')\n    else:\n        summary = click.prompt('Issue summary')\n        issue = create_issue(lancet, summary, add_to_active_sprint=True)\n        branch = get_branch(lancet, issue, base_branch)\n        transition = get_transition(ctx, lancet, issue, active_status)\n        assign_issue(lancet, issue, username, active_status)\n        set_issue_status(lancet, issue, active_status, transition)\n        taskstatus('Checking out working branch')\n        checkout(lancet, branch.name)\n        taskstatus('Starting harvest timer')\n        start(timer, issue)\n```"}
{"i": 336, "got": "```python\ndef time(lancet, issue):\n    \"\"\"pass\"\"\"\n    ts = None\n    lancet.timer.start(issue)\n    lancet.ok('Started harvest timer')\n    while True:\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet.timer.start(issue)\n        lancet.ok('Started harvest timer')\n        yield None\n        ts = lancet"}
{"i": 337, "got": "```python\ndef pause(ctx):\n    \"\"\"pass\"\"\"\n    lancet = ctx.obj\n    paused_status = lancet.config.get('tracker', 'paused_status')\n    issue = lancet.get_issue()\n    transition = lancet.get_transition(ctx, lancet.issue, paused_status)\n    lancet.set_issue_status(lancet.issue, paused_status, transition)\n    taskstatus('Pausing harvest timer')\n    ts = lancet.timer.pause()\n    lancet.ok('Harvest timer paused')\n    return None\n```"}
{"i": 338, "got": "```python\ndef raisefrom(exc_type, message, exc):\n    import sys\n    from six import raise_from, reraise\n\n    if sys.version_info >= (3, 2):\n        raise_from(exc_type, message)\n    else:\n        six.raise_from(exc_type, message)\n\n    six.reraise(exc_type, message, sys.exc_info()[2])\n```"}
{"i": 339, "got": "```python\ndef init_runner(self, parser, tracers, projinfo):\n    \"\"\"pass\"\"\"\n    self.parser = parser\n    self.tracers = tracers\n    self.proj_info = projinfo\n```"}
{"i": 340, "got": "```python\nimport multiprocessing\n\ndef _run_grid_multiprocess(self, func, iterables):\n    \"\"\"pass\"\"\"\n    multiprocessing.freeze_support()\n    pool = multiprocessing.Pool()\n    pool_tracers = pool.map(func, iterables)\n    pool.close()\n    pool.join()\n    self.tracers = dict(zip(self._default_devices, pool_tracers))\n```"}
{"i": 341, "got": "```python\nimport threading\n\ndef _run_grid_multithread(self, func, iterables):\n    \"\"\"pass\"\"\"\n    func = threading.Thread(target=func, args=(x,))\n    threads = []\n    for thread in iterables:\n        func.setDaemon(True)\n        func.start()\n        threads.append(thread)\n    for thread in threads:\n        thread.join()\n\ndef _run_grid_multithread.<locals>.<lambda>(x):\n    \"\"\"pass\"\"\"\n    threading.Thread(target=func, args=(x,))\n```"}
{"i": 342, "got": "```python\ndef init_project_env(subject, proj_path, sysencoding, debug):\n    executable_file_path = None\n    proj_conf = {\n        'path': os.path.dirname(os.path.abspath(inspect.stack()[0][1])),\n        'sys_coding': sys.getdefaultencoding(),\n        'debug': debug,\n        'module_name': __name__,\n        'cfg_file': os.path.join(proj_path, 'config.ini'),\n        'path': os.path.join(proj_path, 'case', 'data', 'buffer', 'resource', 'tools', 'rst', 'rst_log', 'rst_shot')\n    }\n    \n    if not os.path.exists(proj_path):\n        os.makedirs(proj_path)\n    \n    for v in os.listdir(proj_path):\n        FileSystemUtils.mkdirs(os.path.join(proj_path, v))\n    \n    if os.path.isdir(proj_conf['path']):\n        with open(os.path.join(proj_conf['path'], 'config.ini'), 'w') as f:\n            pass\n    \n    return None\n```"}
{"i": 343, "got": "```python\nimport os\n\ndef get_long_description():\n    here = os.path.abspath(os.path.dirname(__file__))\n    with open(os.path.join(here, 'DESCRIPTION.rst'), encoding='utf-8') as f:\n        description = f.read()\n    return description\n```"}
{"i": 344, "got": "```python\ndef flatten(nested_list):\n    def flatten_lambda(y):\n        return y if y is None else sorted(filter(lambda x: isinstance(x, list), map(flatten_lambda, y)))\n\n    return flatten_lambda(nested_list)\n```"}
{"i": 345, "got": "```python\ndef get_py_files(dir_name):\n    \"\"\"pass\"\"\"\n    flatten = os.walk(dir_name)\n    files = []\n    for path, _, f in flatten:\n        if path.startswith('./build'):\n            files.extend([f'{path}/{file}' for file in f if file.endswith('.py')])\n    return files\n\n# Example usage\nprint(get_py_files('your_directory'))\n```"}
{"i": 346, "got": "```python\ndef exit(self):\n    \"\"\"pass\"\"\"\n    total = sum(logs for log in self.logs.values())\n    if total:\n        print(f\"[[{total}]]\")\n        json.dump(self.logs, indent=self.indent)\n        print(f\"[[{self.format(name)}]]\")\n        print(\"\\n\")\n    print(\"------------------------------\")\n    print(f\"Total: {total}\")\n    sys.exit(self.status_code)\n\ndef exit.<locals>.<genexpr>(.0):\n    \"\"\"return_generator\"\"\"\n    for logs in self.logs.values():\n        yield len(logs)\n```"}
{"i": 347, "got": "```python\ndef run_linter(self, linter):\n    \"\"\"pass\"\"\"\n    self.current = getattr(linter, 'name')\n    self.parser = getattr(linter, 'parser')\n\n    if getattr(linter, 'base_pyversion') > sys.version_info:\n        return None\n\n    if getattr(linter, 'requires_install'):\n        return any(getattr(linter, 'requires_install'))\n\n    getattr(linter, 'add_output_hook')(self.out_func)\n    getattr(linter, 'set_config')(self.fn, self.parser, getattr(linter, 'name'))\n    getattr(linter, 'run')(self.files)\n\n    if self.status_code:\n        return None\n\n    self.status_code = 0\n```"}
{"i": 348, "got": "```python\ndef read_rcfile():\n    \"\"\"pass\"\"\"\n    files = ['{}/.millipederc'.format(os.environ.get('HOME', '/usr/local/etc/millipederc')), '/etc/millipederc']\n    for filepath in files:\n        if os.path.isfile(filepath):\n            rcfile = open(filepath)\n            parse_rcfile(rcfile)\n```"}
{"i": 349, "got": "```python\ndef parse_rcfile(rcfile):\n    \"\"\"pass\"\"\"\n    valid_keys = {'size', 'comment', 'template', 'reverse', 'opposite', 'position'}\n    params = {}\n    \n    for linenum, line in enumerate(rcfile):\n        line = line.strip()\n        pos = line.find(' ')\n        key = line[:pos]\n        value = line[pos+1:]\n        \n        if key in valid_keys:\n            if key == 'size':\n                params[key] = int(value)\n            elif key == 'comment':\n                params[key] = value\n            elif key == 'template':\n                params[key] = value\n            elif key == 'reverse':\n                params[key] = True if value.lower() == 'yes' else False\n            elif key == 'opposite':\n                params[key] = True if value.lower() == 'yes' else False\n            elif key == 'position':\n                params[key] = int(value)\n        else:\n            print(f\"Ignoring line {linenum} from rcfile\")\n\ndef parse_bool(value):\n    \"\"\"pass\"\"\"\n    value = value.lower()\n    if value in ('yes', 'true'):\n        return True\n    elif value in ('no', 'false'):\n        return False\n    else:\n        raise ValueError(\"Can't parse {}\")\n```"}
{"i": 350, "got": "```python\ndef compute_settings(args, rc_settings):\n    \"\"\"pass\"\"\"\n    settings = {}\n    for key, value in args.items():\n        if key in ('reverse', 'opposite'):\n            if not rc_settings.get(key, False):\n                settings[key] ^= rc_settings.get('size')\n        else:\n            settings[key] = rc_settings.get(key)\n    return settings['size'] if 'size' in settings else DEFAULT_SIZE\n```"}
{"i": 351, "got": "```python\ndef millipede(size, comment, reverse, template, position, opposite):\n    padding_offsets = [2, 1, 0, 1, 2, 3, 4, 4, 3]\n    padding_suite_length = len(padding_offsets)\n    head_padding_extra_offset = 2\n    templates = {'default': 'pass'}\n    template = templates['default']\n    body_lines = []\n    x = None\n\n    for _ in range(size):\n        body_lines.append('\u2554\u2550(\u2744\u2744\u2744)\u2550\u2557')\n        body_lines.append('\u255a\u2550(\u2744\u2744\u2744)\u2550\u255d')\n        body_lines.append('\u2554\u2299 \u2299\u2557')\n        body_lines.append('\u255a\u2299 \u2299\u255d')\n\n    head = '\u2554\u2550(\u2665\u2665\u2665)\u2550\u2557'\n    if reverse:\n        head = '\u255a\u2550(\u2665\u2665\u2665)\u2550\u255d'\n\n    body = '\\n'.join(body_lines)\n    output = ''\n\n    if comment:\n        output += f'{comment}\\n\\n'\n\n    output += head + body\n    output += head\n\n    return output\n```"}
{"i": 352, "got": "```python\ndef api_post(message, url, name, http_data, auth):\n    \"\"\"pass\"\"\"\n    requests = None\n    data = {}\n    if http_data:\n        for key, value in http_data.split('='):\n            data[key] = value\n    response = requests.post(url, data=data, auth=auth)\n    if response.status_code != 200:\n        raise RuntimeError('Unable to post data')\n```"}
{"i": 353, "got": "```python\nimport argparse\n\ndef run_main(args, do_exit):\n    \"\"\"pass\"\"\"\n    args.init()\n    if not args.config_file:\n        generate()\n    CheckHandler(args.config_file, args.json, args.files)\n    get_stylers()\n    for style in get_linters():\n        handler.run_linter(style)\n    get_security()\n    for security in get_tools():\n        handler.run_linter(security)\n    if do_exit:\n        handler.exit()\n```"}
{"i": 354, "got": "```python\nimport argparse\n\ndef main():\n    parser = argparse.ArgumentParser(description='pass')\n    parser.add_argument('--json', action='store_true', default=False, help='output in JSON format')\n    parser.add_argument('--config-file', default='.snekrc', help='Select config file to use')\n    parser.add_argument('files', nargs='*', metavar='file', help='Files to run checks against')\n    parser.add_argument('--init', action='store_true', default=False, help='generate snekrc')\n    args = parser.parse_args()\n\ndef run_main(args):\n    # Your main logic here\n    pass\n\nif __name__ == \"__main__\":\n    main()\n```"}
{"i": 355, "got": "```python\nimport requests\nfrom os import getenv\nfrom dict import load_json, load_yaml\nfrom SessionError import SessionError\nfrom decode import decode\nfrom Retry import Retry\n\ndef get_session(user_agent, user_agent_config_yaml, user_agent_lookup, **kwargs):\n    s = requests.Session()\n    ua = kwargs.get('full_agent', None)\n    if ua is not None:\n        headers = {'User-Agent': ua}\n        os.environ['EXTRA_PARAMS'] = ', '.join(kwargs.get('extra_params', []))\n        extra_params_dict = load_json(kwargs.get('extra_params_json', '{}'))\n        extra_params_yaml = kwargs.get('extra_params_yaml', '')\n        extra_params_lookup = kwargs.get('extra_params_lookup', None)\n        auth_found = False\n        basic_auth = getenv('BASIC_AUTH')\n        if basic_auth:\n            auth_found = True\n        elif 'basic_auth' in kwargs:\n            auth_found = True\n        elif 'basic_auth_file' in kwargs:\n            auth_found = True\n        if auth_found:\n            bauth = decode(kwargs.get('basic_auth', ''))\n            if bauth:\n                auth_found = True\n        if not auth_found:\n            raise SessionError('%s does not exist in extra_params!' % extra_params_lookup)\n        s.params.update(auth=bauth)\n    else:\n        os.environ['EXTRA_PARAMS'] = ', '.join(kwargs.get('extra_params', []))\n        extra_params_dict = load_json(kwargs.get('extra_params_json', '{}'))\n        extra_params_yaml = kwargs.get('extra_params_yaml', '')\n        extra_params_lookup = kwargs.get('extra_params_lookup', None)\n        auth_found = False\n        basic_auth = getenv('BASIC_AUTH')\n        if basic_auth:\n            auth_found = True\n        elif 'basic_auth' in kwargs:\n            auth_found = True\n        elif 'basic_auth_file' in kwargs:\n            auth_found = True\n        if auth_found:\n            bauth = decode(kwargs.get('basic_auth', ''))\n            if bauth:\n                auth_found = True\n        if not auth_found:\n            raise SessionError('%s does not exist in extra_params!' % extra_params_lookup)\n        s.params.update(auth=bauth)\n    status_forcelist = [429, 500, 502, 503, 504]\n    method_whitelist = frozenset(['HEAD', 'TRACE', 'GET', 'PUT', 'OPTIONS', 'DELETE'])\n    retries = Retry(total=5, backoff_factor=0.4, status_forcelist=status_forcelist, method_whitelist=method_whitelist, raise_on_redirect=True, raise_on_status=True)\n    s.mount('http://', HTTPAdapter(max_retries=retries, pool_connections=100, pool_maxsize=100))\n    s.mount('https://', HTTPAdapter(max_retries=retries, pool_connections=100, pool_maxsize=100))\n    return s\n```"}
{"i": 356, "got": "```python\nclass SMTP:\n    def __init__(self, host, port, local_hostname, timeout, source_address):\n        self.connection_type = 'smtp'\n        self.host = host\n        self.port = port\n        self.local_hostname = local_hostname\n        self.timeout = timeout\n        self.source_address = source_address\n\n    def connect(self):\n        if self.connection_type == 'ssl':\n            return smtplib.SMTP_SSL(self.host, self.port, local_hostname=self.local_hostname, timeout=self.timeout, source_address=self.source_address)\n        elif self.connection_type == 'lmtp':\n            return smtplib.LMTP(self.host, self.port, local_hostname=self.local_hostname, timeout=self.timeout, source_address=self.source_address)\n        else:\n            return smtplib.SMTP(self.host, self.port, local_hostname=self.local_hostname, timeout=self.timeout, source_address=self.source_address)\n\n    def login(self, username, password):\n        self.server.login(username, password)\n```"}
{"i": 357, "got": "```python\nclass EmailSender:\n    def __init__(self, server):\n        self.server = server\n\n    def connect(self):\n        # Simulate connecting to the email server\n        pass\n\n    def sendmail(self, sender, recipients, subject, text_body, html_body, **kwargs):\n        # Create a MIME multipart message\n        msg = MIMEMultipart('alternative')\n        msg['Subject'] = subject\n        msg['From'] = sender\n        msg['To'] = ', '.join(recipients)\n\n        # Attach plain text and HTML parts\n        part1 = MIMEText(text_body, 'plain')\n        part2 = MIMEText(html_body, 'html')\n        msg.attach(part1)\n        msg.attach(part2)\n\n        # Send the email\n        self.server.sendmail(sender, recipients, msg.as_string())\n\n    def close(self):\n        # Simulate closing the connection to the email server\n        pass\n\ndef validate_email(email, check_deliverability=False):\n    # Simulate validating an email address\n    return True\n```"}
{"i": 358, "got": "```python\ndef get_session(db_url):\n    \"\"\"pass\"\"\"\n    engine = create_engine(db_url, poolclass=NullPool, echo=False)\n    Session = sessionmaker(bind=engine)\n    Base.metadata.create_all(engine)\n    return Session()\n```"}
{"i": 359, "got": "```python\ndef get_params_from_sqlalchemy_url(db_url):\n    \"\"\"\n    pass\n    \"\"\"\n    result = urlsplit(db_url)\n    return {\n        'database': result.path[1:],\n        'host': result.hostname,\n        'port': result.port,\n        'username': result.username,\n        'password': result.password,\n        'driver': None  # Assuming the driver is not provided in the URL\n    }\n```"}
{"i": 360, "got": "```python\ndef get_unset_cache(self):\n    \"\"\"pass\"\"\"\n    caches = []\n    if self._cached_api_global_response is not None:\n        caches.append('global')\n    if self._cached_api_ticker_response is not None:\n        caches.append('ticker')\n    return len(caches), tuple(caches)\n```"}
{"i": 361, "got": "```python\ndef dicts_filter(dicts_object, field_to_filter, value_of_filter):\n    \"\"\"\n    pass\n    \"\"\"\n    lambda_query = lambda value: value[field_to_filter] == value_of_filter\n    filtered_coin = list(filter(lambda_query, dicts_object))\n    selected_coins = list(filtered_coin)\n    return selected_coins\n```"}
{"i": 362, "got": "```python\nclass Ticker:\n    def __init__(self):\n        pass\n\n    def send_request(self, endpoint, coin_name, **kwargs):\n        built_url = self._make_url(endpoint, coin_name)\n        payload = dict(kwargs)\n        return self._process_request(endpoint, built_url, payload)\n\n    def _make_url(self, endpoint, coin_name):\n        # Implementation of _make_url method\n        pass\n\n    def _process_request(self, endpoint, built_url, payload):\n        # Implementation of _process_request method\n        pass\n```"}
{"i": 363, "got": "```python\nclass Module:\n    def __init__(self):\n        self.cache = {}\n\n    def get_response(self, data_type):\n        if data_type == 'ticker':\n            return self.cache.get('ticker', None)\n        elif data_type == 'global':\n            return self.cache.get('global', None)\n        else:\n            raise ValueError(\"Invalid data type\")\n```"}
{"i": 364, "got": "```python\ndef iso_639_alpha3(code):\n    \"\"\"\n    pass\n    \"\"\"\n    normalize_code = code\n    ISO3_MAP = {}\n    ISO3_ALL = set()\n\n    def get(code):\n        return ISO3_MAP.get(code)\n\n    if code in ISO3_ALL:\n        return code\n\n    return None\n```"}
{"i": 365, "got": "```python\ndef list_to_alpha3(languages, synonyms):\n    \"\"\"\n    pass\n    \"\"\"\n    codes = set()\n    codes.update(iso_639_alpha3(language) for language in languages)\n    codes.update(expand_synonyms(code) for code in codes if code is not None)\n    return codes\n```"}
{"i": 366, "got": "```python\ndef _search_generator(self, item, reverse):\n    \"\"\"pass\"\"\"\n    results = []\n    for _, x in enumerate(item, reverse=reverse):\n        yield x\n    return None\n\ndef search_generator(self, item, reverse=False):\n    \"\"\"pass\"\"\"\n    results = []\n    for _, x in enumerate(item, reverse=reverse):\n        yield x\n    return None\n```"}
{"i": 367, "got": "```python\ndef item():\n    return (item, Any(), return, Generator(Any(), None, None), _search_generator)\n\ndef _search_generator(self, item):\n    results = []\n    for x in enumerate(item):\n        yield 1\n        results.append(1)\n    if len(results) == 0:\n        raise SearchError(str(item))\n    return None\n\nclass SearchError(Exception):\n    pass\n```"}
{"i": 368, "got": "```python\ndef item():\n    return (item, None)\n\ndef _search_generator(self, item):\n    results = []\n    for key, value in enumerate(item):\n        results.append((key, value))\n    yield from results\n\nclass SearchError(Exception):\n    pass\n```"}
{"i": 369, "got": "```python\ndef serialize(obj):\n    \"\"\"pass\"\"\"\n    if isinstance(obj, (datetime.date, datetime.time)):\n        return obj.isoformat()\n    elif isinstance(obj, datetime.datetime):\n        return obj.combine(datetime.date.today(), obj.min).isoformat()\n    else:\n        return None\n```"}
{"i": 370, "got": "```python\ndef check(response, expected_status, url):\n    \"\"\"pass\"\"\"\n    err = cell()\n    with tempfile.NamedTemporaryFile(suffix='.html', delete=False) as f:\n        response.text.encode('utf-8').write(f)\n        msg = None\n        if 'Content-Type' in response.headers and response.headers['Content-Type'] == 'application/json':\n            try:\n                data = response.json()\n                if data.get('status') != expected_status or data.get('message') is not None or data.get('description') is not None or data.get('details') is not None:\n                    raise _APIError(response.status_code, msg)\n            except ValueError:\n                pass\n        else:\n            if 'Content-Type' in response.headers and response.headers['Content-Type'] == 'text/plain':\n                if '.html' in response.text:\n                    suffix = '.html'\n                elif '.txt' in response.text:\n                    suffix = '.txt'\n                else:\n                    raise _APIError(response.status_code, msg)\n            else:\n                raise _APIError(response.status_code, msg)\n        msg = f'Request {url!r} returned code {response.status_code}, expected {expected_status}. \\n{msg}'\n        if response.text.startswith('<html'):\n            msg += f'\\n{response.text[:100]}\\n[snipped; full response written to {f.name}]'\n        else:\n            msg += f'\\nRequest {url!r} returned code {response.status_code}, expected {expected_status}. \\n{msg}'\n        raise _APIError(response.status_code, msg)\n\ndef check.<locals>.<genexpr>(.0):\n    \"\"\"pass\"\"\"\n    for x in .0:\n        if x not in err:\n            yield x\n```"}
{"i": 371, "got": "```python\nclass AuthManager:\n    def __init__(self, host):\n        self.host = host\n\n    def _get_auth(self, user, password):\n        fn = os.path.expanduser(\"~/.amcat/auth.csv\")\n        if not os.path.exists(fn):\n            log.warning(\"Cannot parse line {i} in {fn}\".format(i=line, fn=fn))\n            return\n        reader = csv.reader(open(fn, newline=''))\n        for i, line in enumerate(reader):\n            hostname, username, pwd = line[:3]\n            if hostname == self.host:\n                if user and username == user:\n                    if password and pwd == password:\n                        return (hostname, username, pwd)\n                else:\n                    log.warning(\"No authentication info for {user}@{self.host} from {fn}\".format(user=user, fn=fn))\n        raise Exception(\"No authentication info for {user}@{self.host} from AMCAT_USER / AMCAT_PASSWORD variables\".format(user=user, self=self))\n\n    def get_auth(self):\n        user = os.getenv('AMCAT_USER')\n        password = os.getenv('AMCAT_PASSWORD')\n        if not user:\n            user = os.getenv('USER')\n        if not password:\n            password = os.getenv('PASSWORD')\n        return self._get_auth(user, password)\n```"}
{"i": 372, "got": "```python\ndef get(self, url, method='get', format=None, data=None, expected_status=None, headers=None, use_xpost=False, **options):\n    if expected_status is None and method not in ('get', 'post'):\n        raise ValueError('No expected status supplied and method unknown.')\n    \n    if method == 'get':\n        expected_status = 200\n    elif method == 'post':\n        expected_status = 201\n    \n    url = f'http://{self.host}/api/v4/{url}'\n    if format is not None:\n        url = f'{url}{format}'\n    \n    headers = self.headers.copy()\n    if use_xpost and data is not None:\n        headers['X-HTTP-METHOD-OVERRIDE'] = method\n        options['data'] = data\n    \n    r = requests.request(method, url, **options)\n    \n    log.debug(f'HTTP {method} {url} (options={options!r}, data={data!r},headers={headers}) -> {r.status_code}')\n    \n    check(r, expected_status)\n\ndef request(self, url, method='get', format=None, data=None, expected_status=None, headers=None, use_xpost=False, **options):\n    if expected_status is None and method not in ('get', 'post'):\n        raise ValueError('No expected status supplied and method unknown.')\n    \n    if method == 'get':\n        expected_status = 200\n    elif method == 'post':\n        expected_status = 201\n    \n    url = f'http://{self.host}/api/v4/{url}'\n    if format is not None:\n        url = f'{url}{format}'\n    \n    headers = self.headers.copy()\n    if use_xpost and data is not None:\n        headers['X-HTTP-METHOD-OVERRIDE'] = method\n        options['data'] = data\n    \n    r = requests.request(method, url, **options)\n    \n    log.debug(f'HTTP {method} {url} (options={options!r}, data={data!r},headers={headers}) -> {r.status_code}')\n    \n    check(r, expected_status)\n\ndef check(r, expected_status):\n    if r.status_code != expected_status:\n        raise AssertionError(f'Expected status {expected_status}, but got {r.status_code}')\n\ndef log(self, message, **kwargs):\n    pass\n```"}
{"i": 373, "got": "```python\nclass MyModule:\n    def get_pages(self, url, page, page_size, yield_pages, **filters):\n        \"\"\"pass\"\"\"\n        r = []\n        n = 0\n        for page in itertools.count(page):\n            response = self.request(url, page, page_size, filters)\n            results = response['results']\n            n += len(results)\n            log.debug(f'Got {url} page {page} / {n}')\n            if yield_pages:\n                yield results\n            r.append(results)\n        return r\n\n    def request(self, url, page, page_size, filters):\n        # Simulate a request to fetch data from the URL\n        return {'results': [f'Page {page}, Result {i}' for i in range(page * page_size, (page + 1) * page_size)]}\n```"}
{"i": 374, "got": "```python\nclass Module:\n    def __init__(self):\n        self.get_scroll = self.get_scroll_func\n\n    def get_scroll_func(self, url, page_size, yield_pages, **filters):\n        \"\"\"pass\"\"\"\n        options = dict(page_size=page_size, filters=filters)\n        format = self.request(url, use_xpost=False, options=options).results\n        log.debug(f'Got {n}/{total} {url.split(\"?\")[0]} total={r.total}')\n        if yield_pages:\n            for row in r.results:\n                yield row\n        else:\n            return r.results\n\n    def request(self, url, use_xpost=False, options=None):\n        # Simulated request logic\n        results = [1, 2, 3]  # Example results\n        total = len(results)\n        return {'results': results, 'total': total}\n\n    def split(self, string):\n        # Simulated split logic\n        return string.split('?')[0]\n\n    def debug(self, message, *args):\n        print(message.format(*args))\n\nlog = {\n    'debug': self.debug\n}\n```"}
{"i": 375, "got": "```python\nclass Module:\n    def __init__(self):\n        self._error_queue = None\n\n    def get_error(self, block, timeout):\n        pass\n```"}
{"i": 376, "got": "```python\nclass Module:\n    def __init__(self):\n        self._feedback_greenlet = None\n        self._feedback_queue = None\n\n    def get_feedback(self, block, timeout):\n        \"\"\"pass\"\"\"\n        if self._feedback_greenlet is not None:\n            return self._feedback_queue.get(block=block, timeout=timeout)\n        else:\n            gevent.spawn(self._feedback_loop)\n            return self._feedback_queue.get(block=block, timeout=timeout)\n\n    def _feedback_loop(self):\n        # Implementation of the feedback loop\n        pass\n```"}
{"i": 377, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self._send_queue_cleared = True\n\n    def wait_send(self, timeout):\n        # pass\n        if not self._send_queue_cleared:\n            raise ValueError(\"Send queue is not cleared\")\n        self._send_queue_cleared = False\n        self.wait(timeout)\n```"}
{"i": 378, "got": "```python\nclass Module:\n    def __init__(self):\n        self._send_greenlet = None\n\n    def start(self):\n        \"\"\"pass\"\"\"\n        if self._send_greenlet is not None:\n            gevent.spawn(self._send_loop)\n        self._send_greenlet = None\n```\n\nThis Python code snippet corresponds to the bytecode disassembly provided. It defines a class `Module` with an instance variable `_send_greenlet`. The `start` method checks if `_send_greenlet` is not `None`, and if so, it spawns a new greenlet using `gevent.spawn`. After spawning, it sets `_send_greenlet` to `None`."}
{"i": 379, "got": "```python\nclass Stop:\n    def __init__(self, timeout):\n        self._send_greenlet = None\n        self._send_queue = None\n        self._wait_send = None\n        self._error_greenlet = None\n        self._feedback_greenlet = None\n\n    def _send_greenlet(self):\n        pass\n\n    def _send_queue(self):\n        return len(self._send_queue)\n\n    def _wait_send(self, timeout):\n        pass\n\n    def kill(self):\n        gevent.kill(self._send_greenlet)\n        gevent.kill(self._error_greenlet)\n        gevent.kill(self._feedback_greenlet)\n```"}
{"i": 380, "got": "```python\ndef convert_to_ssml(text, text_format):\n    \"\"\"\n    pass\n    \"\"\"\n    if text_format is None:\n        return text\n    elif text_format == 'plain':\n        return plain_to_ssml(text)\n    elif text_format == 'html':\n        return html_to_ssml(text)\n    else:\n        raise ValueError(': text format not found.')\n```"}
{"i": 381, "got": "```python\ndef html_to_ssml(text):\n    \"\"\"pass\"\"\"\n    ssml_text = reduce(html_to_ssml.<locals>.<lambda>, text, \"\")\n    return ssml_text\n\ndef html_to_ssml_maps(x, y):\n    return x.replace(y, html_to_ssml_maps[y])\n```\n\nThe Python source code corresponding to the given bytecode disassembly is as follows:\n\n```python\ndef html_to_ssml(text):\n    \"\"\"pass\"\"\"\n    ssml_text = reduce(html_to_ssml.<locals>.<lambda>, text, \"\")\n    return ssml_text\n\ndef html_to_ssml_maps(x, y):\n    return x.replace(y, html_to_ssml_maps[y])\n```\n\nThis Python code defines two functions: `html_to_ssml` and `html_to_ssml_maps`. The `html_to_ssml` function takes a string `text` as input, applies the `reduce` function with `html_to_ssml.<locals>.<lambda>` as the reducer, and returns the resulting string. The `html_to_ssml_maps` function replaces all occurrences of a substring `y` in a string `x` using the `replace` method and then recursively calls itself to replace any further occurrences of `y`."}
{"i": 382, "got": "```python\ndef iexpand(string, keep_escapes):\n    \"\"\"pass\"\"\"\n    is_bytes = isinstance(string, bytes)\n    if not is_bytes:\n        string = string.decode('latin-1')\n    if is_bytes:\n        return [entry.encode('latin-1') for entry in ExpandBrace(keep_escapes, expand(string))]\n    else:\n        return [entry.encode('latin-1') for entry in ExpandBrace(keep_escapes, expand(string))]\n\ndef ExpandBrace(keep_escapes, string):\n    \"\"\"pass\"\"\"\n    # Implementation of ExpandBrace function\n    pass\n\ndef NULL():\n    \"\"\"pass\"\"\"\n    pass\n\ndef INTRINSIC_STOPITERATION_ERROR():\n    \"\"\"pass\"\"\"\n    pass\n```"}
{"i": 383, "got": "```python\nclass MyClass:\n    def set_expanding(self):\n        \"\"\"pass\"\"\"\n        if not self.expanding:\n            self.expanding = True\n```\n\nThis Python code snippet defines a class `MyClass` with a method `set_expanding`. The method checks the value of the attribute `expanding`, and if it is `False`, it sets it to `True`."}
{"i": 384, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.keep_escapes = True\n\n    def get_escape(self, c, i):\n        escaped = None\n        while True:\n            next_value = next(i)\n            if not self.keep_escapes or c in next_value:\n                escaped = next_value\n                break\n        return escaped\n```"}
{"i": 385, "got": "```python\ndef squash(self, a, b):\n    \"\"\"pass\"\"\"\n    for x in itertools.product(a, b):\n        yield '' + self.join(x)\n```\n\nThis Python function `squash` takes two arguments `a` and `b`, generates all possible combinations of elements from both lists using the `itertools.product` function, and then joins each combination with an empty string using the `join` method. The result is a generator that yields these joined strings."}
{"i": 386, "got": "```python\nclass MyClass:\n    def get_literals(self, c, i, depth):\n        result = []\n        is_dollar = False\n        ignore_brace = False\n\n        while True:\n            if not c:\n                break\n            if is_dollar:\n                ignore_brace = not ignore_brace\n                is_dollar = False\n            elif c == '$':\n                is_dollar = True\n            elif c == '{':\n                index = i\n                self.rewind(i)\n                seq = next(self.get_sequence())\n                result.append(seq)\n                if seq == '}':\n                    break\n                i += 1\n            else:\n                ignore_brace = False\n                result.append(c)\n\n        return ''.join(result)\n\n    def get_escape(self, c, i):\n        # Implementation of get_escape method\n        pass\n\n    def index(self, value):\n        # Implementation of index method\n        pass\n\n    def is_expanding(self):\n        # Implementation of is_expanding method\n        pass\n\n    def rewind(self, i):\n        # Implementation of rewind method\n        pass\n\n    def get_sequence(self):\n        # Implementation of get_sequence method\n        pass\n\n    def squash(self, result):\n        # Implementation of squash method\n        pass\n```"}
{"i": 387, "got": "```python\ndef combine(self, a, b):\n    \"\"\"pass\"\"\"\n    yield from ((a, b),)\n```\n\nThis Python function `combine` takes two arguments `a` and `b`, combines them into a tuple, and yields the result. The function does not perform any operations other than combining the inputs."}
{"i": 388, "got": "```python\nclass Episode:\n    def __init__(self, text, text_format, title, author, link, summary, publish_date, synthesizer, synth_args, sentence_break):\n        self.text = text\n        self.text_format = text_format\n        self.title = title\n        self.author = author\n        self.link = link\n        self.summary = summary\n        self.publish_date = publish_date\n        self.synthesizer = synthesizer\n        self.synth_args = synth_args\n        self.sentence_break = sentence_break\n\n    def __repr__(self):\n        return f\"Episode(text='{self.text}', text_format='{self.text_format}', title='{self.title}', author='{self.author}', link='{self.link}', summary='{self.summary}', publish_date='{self.publish_date}', synthesizer='{self.synthesizer}', synth_args={self.synth_args}, sentence_break={self.sentence_break})\"\n\ndef add_episode(self, text, text_format, title, author, summary, publish_date, synthesizer, synth_args, sentence_break):\n    if title in self.episodes:\n        raise ValueError(f\"'{title}' already exists as an episode title.\")\n    \n    output_path = f\"{self.output_path}/{title.replace(' ', '_').lower()}.mp3\"\n    episode_text = convert_to_ssml(text, text_format)\n    new_episode = Episode(episode_text, text_format, title, author, output_path, summary, publish_date, synthesizer, synth_args, sentence_break)\n    \n    self.episodes[title] = new_episode\n```\n\nThis Python code defines a class `Episode` and a method `add_episode` that adds a new episode to the list of episodes. The method checks if an episode with the same title already exists before adding it. If it does, it raises a `ValueError`. Otherwise, it creates a new `Episode` object and stores it in the list of episodes under the given title."}
{"i": 389, "got": "```python\nclass Watson:\n    def __init__(self):\n        self._scheduler = None\n        self.scheduled_jobs = {}\n\n    def add_scheduled_job(self, text_source, cron_args, text_format, title, author, summary, synthesizer, synth_args, sentence_break):\n        # Check if the text_source is a function\n        if not callable(text_source):\n            raise TypeError('Argument \"text\" must be a function')\n\n        # Create closures for each argument\n        self.add_episode = self._create_add_episode_closure()\n\n    def _create_add_episode_closure(self):\n        def add_episode(episode_text, title, author, summary, synthesizer, synth_args, sentence_break):\n            # Extract episode details from text_source\n            episode_title = title + '_' + datetime.utcnow().strftime('%Y%m%d%H%M%S')\n            episode_text = text_source()\n\n            # Add the episode to the scheduler\n            self._scheduler.add_job(self.add_episode, 'cron', id=title, kwargs={\n                'episode_text': episode_text,\n                'text_format': text_format,\n                'episode_title': episode_title,\n                'author': author,\n                'summary': summary,\n                'synthesizer': synthesizer,\n                'synth_args': synth_args,\n                'sentence_break': sentence_break\n            })\n\n        return add_episode\n\n    def _scheduler(self):\n        # Placeholder for the scheduler implementation\n        pass\n\n    def utcnow(self):\n        # Placeholder for the current UTC time implementation\n        pass\n\n    def strftime(self, format_string):\n        # Placeholder for the string formatting implementation\n        pass\n```"}
{"i": 390, "got": "```python\nclass MyClass:\n    def publish(self, titles):\n        \"\"\"pass\"\"\"\n        if not isinstance(titles, (str, tuple)):\n            raise TypeError('titles must be a string or a sequence of strings.')\n        for title in titles:\n            self.episodes[title] = self.publish(title)\n        self.update_rss_feed()\n\n    def update_rss_feed(self):\n        pass\n```"}
{"i": 391, "got": "```python\nclass AudioRenderer:\n    def render_audio(self):\n        \"\"\"pass\"\"\"\n        text_to_speech = self.text_to_speech\n        segment = text_to_speech(self._text, self.synthesizer, self.synth_args, self.sentence_break)\n        milli = len(segment) * 1000 / (60 * 60 * 24)\n        seconds = int(milli // 60)\n        minutes = int((milli % 60) // 60)\n        hours = int((milli % 3600) // 3600)\n        self.duration = f\"{hours:02}:{minutes:02}:{seconds:02}\"\n        self.export(self.link, 'mp3', format={'format': 'mp3'})\n        os.path.getsize(self.link)\n        return None\n```"}
{"i": 392, "got": "```python\ndef remove_exponent(d):\n    \"\"\"\n    pass\n    \"\"\"\n    if d == d.to_integral():\n        return d.quantize(Decimal('1'), rounding=ROUND_HALF_UP)\n    else:\n        return d.normalize()\n```"}
{"i": 393, "got": "```python\ndef millify(n, precision=3, drop_nulls=True, prefixes=None):\n    \"\"\"pass\"\"\"\n    millnames = ['', 'k', 'M', 'B', 'T', 'P', 'E', 'Z', 'Y']\n    if prefixes is None:\n        prefixes = []\n    millidx = max(0, int(math.floor(math.log10(abs(n)) / 3)))\n    result = '{:.{precision}f}'.format(n * (10 ** -millidx))\n    if drop_nulls and not result.endswith('0'):\n        result = remove_exponent(result)\n    return '{0}{dx}'.format(result, dx=millnames[millidx])\n```"}
{"i": 394, "got": "```python\ndef prettify(amount, separator):\n    orig = str(amount)\n    new = re.sub(r'^(-?\\d+)(\\d{3})', r'\\g<1>{0}\\g<2>', amount, flags=re.IGNORECASE)\n    if orig == new:\n        return new\n    else:\n        return prettify(new, separator)\n```"}
{"i": 395, "got": "```python\ndef load_json(json_data, decoder=None):\n    \"\"\"\n    pass\n    \"\"\"\n    if decoder is None:\n        decoder = DateTimeDecoder()\n    return json.loads(json_data, object_hook=decoder.decode)\n```"}
{"i": 396, "got": "```python\ndef load_json_file(file, decoder):\n    \"\"\"pass\"\"\"\n    if decoder is not None:\n        decoder = DateTimeDecoder()\n    with open(file, 'r', encoding='utf-8') as f:\n        return json.load(f, object_hook=decoder)\n```\n\nThis Python function `load_json_file` takes a file path and an optional decoder as arguments. It opens the specified file in read mode with UTF-8 encoding, loads JSON data from the file using the provided decoder (or the default `DateTimeDecoder` if none is given), and returns the parsed data."}
{"i": 397, "got": "```python\ndef save_json(val, pretty=False, sort=False, encoder=None):\n    \"\"\"pass\"\"\"\n    if encoder is None:\n        encoder = DateTimeEncoder()\n    if pretty:\n        return json.dumps(val, separators=(',', ': '), sort_keys=sort, cls=encoder)\n    else:\n        return json.dumps(val, separators=(',', ':'), sort_keys=sort, cls=encoder)\n```"}
{"i": 398, "got": "```python\ndef save_json_file(file, val, pretty, compact, sort, encoder):\n    \"\"\"pass\"\"\"\n    if encoder is None:\n        encoder = DateTimeEncoder()\n    opened = False\n    with open(file, 'w', encoding='utf-8') as f:\n        if pretty:\n            data = json.dumps(val, indent=4, separators=(',', ': '), sort_keys=sort, cls=encoder)\n        elif compact:\n            data = json.dumps(val, separators=(',', ':'), sort_keys=sort, cls=encoder)\n        else:\n            data = json.dumps(val, sort_keys=sort, cls=encoder)\n        f.write(data)\n    if opened:\n        f.close()\n```"}
{"i": 399, "got": "```python\nimport io\nimport yaml\n\nclass MyClass:\n    def load_yaml_file(self, file):\n        if hasattr(file, 'read'):\n            with open(file, 'r', encoding='utf-8') as f:\n                return yaml.load(f, Loader=yaml.FullLoader)\n        else:\n            raise ValueError(\"File object does not have a read method\")\n```"}
{"i": 400, "got": "```python\ndef save_yaml_file(file, val):\n    \"\"\"pass\"\"\"\n    opened = False\n    if not hasattr(file, 'write'):\n        file = io.open(file, 'w', encoding='utf-8')\n        opened = True\n    yaml.dump(val, file)\n    if opened:\n        file.close()\n```"}
{"i": 401, "got": "```python\nclass Module:\n    def __init__(self):\n        self.iocs = None\n\n    def get_embedded_yara(self, iocid):\n        \"\"\"\n        pass\n        \"\"\"\n        ioc_obj = self.iocs[iocid]\n        ids_to_process = set()\n        signatures = ''\n        top_level_indicator = ioc_obj.top_level_indicator\n        xpath = './/IndicatorItem[Context/@search = \"Yara/Yara\"]'\n        for elem in top_level_indicator.xpath(xpath):\n            signature = elem.findtext('Content')\n            signatures += '\\n' + signature\n        if signatures:\n            signatures += '\\n'\n        return signatures\n```"}
{"i": 402, "got": "```python\ndef get_yara_condition_string(self, indicator_node, parameters_node, ids_to_process, condition_string, joining_value):\n    \"\"\"pass\"\"\"\n    expected_tag = 'Indicator'\n    indicator_node_id = getattr(indicator_node, 'id')\n    if indicator_node.tag != expected_tag:\n        raise YaraConversionError(f'indicator_node expected tag is [{expected_tag}]')\n\n    is_set = False\n    parameters_node = parameters_node.xpath('.//param[@ref-id=\"{}\"]'.format(indicator_node_id))\n    for param in parameters_node:\n        attrib = param.attrib\n        if attrib['name'] == 'yara/set':\n            is_set = True\n            set_count = int(param.findtext('value'))\n            if set_count < 1:\n                raise YaraConversionError(f'yara/set parameter value was less than 1')\n            if set_count > len(indicator_node.getchildren()):\n                raise YaraConversionError(f'yara/set value is greater than the number of children of Indicator node [{indicator_node_id}]')\n\n    mapping = {'prefix': '', 'identifier': '', 'condition': '', 'postfix': ''}\n    use_condition_template = False\n    for param in parameters_node:\n        attrib = param.attrib\n        if attrib['name'] == 'yara/count':\n            mapping['prefix'] += '$'\n            mapping['identifier'] += indicator_node_id\n            mapping['condition'] += '$'\n            mapping['postfix'] += ''\n            use_condition_template = True\n        elif attrib['name'] == 'yara/offset/at':\n            mapping['prefix'] += '$'\n            mapping['identifier'] += indicator_node_id\n            mapping['condition'] += 'at'\n            mapping['postfix'] += ''\n            use_condition_template = True\n        elif attrib['name'] == 'yara/offset/in':\n            mapping['prefix'] += '$'\n            mapping['identifier'] += indicator_node_id\n            mapping['condition'] += 'in'\n            mapping['postfix'] += ''\n            use_condition_template = True\n\n    if not use_condition_template:\n        condition_string = ''\n\n    for param in parameters_node:\n        attrib = param.attrib\n        if attrib['name'] == 'yara/count':\n            condition_string += '#'\n            condition_string += mapping['prefix']\n            condition_string += mapping['identifier']\n            condition_string += mapping['condition']\n            condition_string += mapping['postfix']\n        elif attrib['name'] == 'yara/offset/at':\n            condition_string += '#'\n            condition_string += mapping['prefix']\n            condition_string += mapping['identifier']\n            condition_string += mapping['condition']\n            condition_string += mapping['postfix']\n        elif attrib['name'] == 'yara/offset/in':\n            condition_string += '#'\n            condition_string += mapping['prefix']\n            condition_string += mapping['identifier']\n            condition_string += mapping['condition']\n            condition_string += mapping['postfix']\n\n    if use_condition_template:\n        condition_string = self.yara_II_condition_template % mapping\n    else:\n        condition_string = self.yara_set_string_template % mapping\n\n    return condition_string\n```"}
{"i": 403, "got": "```python\nclass WriteYara:\n    def __init__(self, yara_signatures):\n        self.yara_signatures = yara_signatures\n\n    def write_yara(self, output_file):\n        with open(output_file, 'wb') as fout:\n            for iocid in self.yara_signatures:\n                signature = self.yara_signatures[iocid]\n                fout.write(signature + '\\n')\n        fout.close()\n        return True\n```"}
{"i": 404, "got": "```python\nimport os\n\ndef safe_makedirs(fdir):\n    \"\"\"pass\"\"\"\n    if os.path.isdir(fdir):\n        return True\n    else:\n        os.makedirs(fdir)\n        return True\n```"}
{"i": 405, "got": "```python\nclass ConvertTo10:\n    def __init__(self, iocs):\n        self.iocs = iocs\n\n    def convert_to_10(self):\n        errors = []\n        for iocid in self.iocs:\n            ioc_obj_11 = self.get_ioc(iocid)\n            if not ioc_obj_11:\n                log.error('no iocs available to modify')\n                return False\n            log.info('Converting IOCs from 1.1 to 1.0.')\n            metadata = ioc_obj_11.metadata\n            name_11 = self.findtext(metadata, './/short_description')\n            keywords_11 = self.findtext(metadata, './/keywords')\n            description_11 = self.findtext(metadata, './/description')\n            author_11 = self.findtext(metadata, './/authored_by')\n            created_date_11 = self.findtext(metadata, './/authored_date')\n            links_11 = []\n            for link in ioc_obj_11.links:\n                link_rel = link.get('rel')\n                link_text = link.text\n                links_11.append((link_rel, link_text))\n            criteria_node = self.xpath(ioc_obj_11.root, './/criteria')[0]\n            tlo_id = criteria_node.get('id')\n            comment_dict = {}\n            for param in ioc_obj_11.parameters:\n                param_id = param.get('ref-id')\n                param_text = param.text\n                comment_dict[param_id] = param_text\n            ioc_api.IOC(name=name_11, description=description_11, author=author_11, links=links_11, keywords=keywords_11, iocid=iocid)\n            last_modified_date_11 = self.xpath(ioc_obj_10.root, './/last-modified')[0].text\n            authored_date_node = self.xpath(ioc_obj_10.root, './/authored-date')[0]\n            created_date_node.text = 'http://schemas.mandiant.com/2010/ioc'\n            ioc_obj_10.top_level_indicator.attrib['id'] = tlo_id\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n            for tag in METADATA_REQUIRED_10:\n                if tag not in metadata_dictionary:\n                    raise DowngradeError(f'IOC {iocid} is missing required metadata: [{tag}]')\n            for tag in METADATA_ORDER_10:\n                if tag not in metadata_dictionary:\n                    ioc_obj_10.append(metadata_dictionary[tag])\n            ids_to_skip = set()\n            indicatoritems_to_remove = set()\n            self.convert_branch(tlo_11, ioc_obj_10, ids_to_skip, comment_dict)\n            ioc_obj_10.top_level_indicator.getparent().remove(ioc_obj_10.top_level_indicator)\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n            for tag in METADATA_REQUIRED_10:\n                if tag not in metadata_dictionary:\n                    raise DowngradeError(f'IOC {iocid} is missing required metadata: [{tag}]')\n            for tag in METADATA_ORDER_10:\n                if tag not in metadata_dictionary:\n                    ioc_obj_10.append(metadata_dictionary[tag])\n            ids_to_skip = set()\n            indicatoritems_to_remove = set()\n            self.convert_branch(tlo_11, ioc_obj_10, ids_to_skip, comment_dict)\n            ioc_obj_10.top_level_indicator.getparent().remove(ioc_obj_10.top_level_indicator)\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n            for tag in METADATA_REQUIRED_10:\n                if tag not in metadata_dictionary:\n                    raise DowngradeError(f'IOC {iocid} is missing required metadata: [{tag}]')\n            for tag in METADATA_ORDER_10:\n                if tag not in metadata_dictionary:\n                    ioc_obj_10.append(metadata_dictionary[tag])\n            ids_to_skip = set()\n            indicatoritems_to_remove = set()\n            self.convert_branch(tlo_11, ioc_obj_10, ids_to_skip, comment_dict)\n            ioc_obj_10.top_level_indicator.getparent().remove(ioc_obj_10.top_level_indicator)\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n            for tag in METADATA_REQUIRED_10:\n                if tag not in metadata_dictionary:\n                    raise DowngradeError(f'IOC {iocid} is missing required metadata: [{tag}]')\n            for tag in METADATA_ORDER_10:\n                if tag not in metadata_dictionary:\n                    ioc_obj_10.append(metadata_dictionary[tag])\n            ids_to_skip = set()\n            indicatoritems_to_remove = set()\n            self.convert_branch(tlo_11, ioc_obj_10, ids_to_skip, comment_dict)\n            ioc_obj_10.top_level_indicator.getparent().remove(ioc_obj_10.top_level_indicator)\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n            for tag in METADATA_REQUIRED_10:\n                if tag not in metadata_dictionary:\n                    raise DowngradeError(f'IOC {iocid} is missing required metadata: [{tag}]')\n            for tag in METADATA_ORDER_10:\n                if tag not in metadata_dictionary:\n                    ioc_obj_10.append(metadata_dictionary[tag])\n            ids_to_skip = set()\n            indicatoritems_to_remove = set()\n            self.convert_branch(tlo_11, ioc_obj_10, ids_to_skip, comment_dict)\n            ioc_obj_10.top_level_indicator.getparent().remove(ioc_obj_10.top_level_indicator)\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n            for tag in METADATA_REQUIRED_10:\n                if tag not in metadata_dictionary:\n                    raise DowngradeError(f'IOC {iocid} is missing required metadata: [{tag}]')\n            for tag in METADATA_ORDER_10:\n                if tag not in metadata_dictionary:\n                    ioc_obj_10.append(metadata_dictionary[tag])\n            ids_to_skip = set()\n            indicatoritems_to_remove = set()\n            self.convert_branch(tlo_11, ioc_obj_10, ids_to_skip, comment_dict)\n            ioc_obj_10.top_level_indicator.getparent().remove(ioc_obj_10.top_level_indicator)\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n            for tag in METADATA_REQUIRED_10:\n                if tag not in metadata_dictionary:\n                    raise DowngradeError(f'IOC {iocid} is missing required metadata: [{tag}]')\n            for tag in METADATA_ORDER_10:\n                if tag not in metadata_dictionary:\n                    ioc_obj_10.append(metadata_dictionary[tag])\n            ids_to_skip = set()\n            indicatoritems_to_remove = set()\n            self.convert_branch(tlo_11, ioc_obj_10, ids_to_skip, comment_dict)\n            ioc_obj_10.top_level_indicator.getparent().remove(ioc_obj_10.top_level_indicator)\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n            for tag in METADATA_REQUIRED_10:\n                if tag not in metadata_dictionary:\n                    raise DowngradeError(f'IOC {iocid} is missing required metadata: [{tag}]')\n            for tag in METADATA_ORDER_10:\n                if tag not in metadata_dictionary:\n                    ioc_obj_10.append(metadata_dictionary[tag])\n            ids_to_skip = set()\n            indicatoritems_to_remove = set()\n            self.convert_branch(tlo_11, ioc_obj_10, ids_to_skip, comment_dict)\n            ioc_obj_10.top_level_indicator.getparent().remove(ioc_obj_10.top_level_indicator)\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n            for tag in METADATA_REQUIRED_10:\n                if tag not in metadata_dictionary:\n                    raise DowngradeError(f'IOC {iocid} is missing required metadata: [{tag}]')\n            for tag in METADATA_ORDER_10:\n                if tag not in metadata_dictionary:\n                    ioc_obj_10.append(metadata_dictionary[tag])\n            ids_to_skip = set()\n            indicatoritems_to_remove = set()\n            self.convert_branch(tlo_11, ioc_obj_10, ids_to_skip, comment_dict)\n            ioc_obj_10.top_level_indicator.getparent().remove(ioc_obj_10.top_level_indicator)\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n            for tag in METADATA_REQUIRED_10:\n                if tag not in metadata_dictionary:\n                    raise DowngradeError(f'IOC {iocid} is missing required metadata: [{tag}]')\n            for tag in METADATA_ORDER_10:\n                if tag not in metadata_dictionary:\n                    ioc_obj_10.append(metadata_dictionary[tag])\n            ids_to_skip = set()\n            indicatoritems_to_remove = set()\n            self.convert_branch(tlo_11, ioc_obj_10, ids_to_skip, comment_dict)\n            ioc_obj_10.top_level_indicator.getparent().remove(ioc_obj_10.top_level_indicator)\n            for child in criteria_node:\n                tag = child.tag\n                metadata_dictionary[tag] = child.text\n           "}
{"i": 406, "got": "```python\nclass ConvertBranch:\n    def __init__(self, old_node, new_node, ids_to_skip, comment_dict):\n        self.old_node = old_node\n        self.new_node = new_node\n        self.ids_to_skip = ids_to_skip\n        self.comment_dict = comment_dict\n\n    def convert(self):\n        expected_tag = 'Indicator'\n        if self.old_node.tag != expected_tag:\n            raise DowngradeError(f'old_node expected tag is [{expected_tag}]')\n\n        comment_dict = {}\n        if not comment_dict:\n            comment_dict = {}\n\n        for node in self.old_node.getchildren():\n            node_id = node.get('id')\n            if node_id in self.ids_to_skip:\n                continue\n\n            if node.tag == 'IndicatorItem':\n                negate = node.get('negate', False)\n                condition = node.get('condition', True)\n                new_condition = condition\n                document = node.xpath('Context/@document')[0]\n                search = node.xpath('Context/@search')[0]\n                content_type = node.xpath('Content/@type')[0]\n                content = node.findtext('Content')\n                context_type = node.xpath('Context/@type')[0]\n\n                new_ii_node = ioc_api.make_indicatoritem_node(condition, document, search, content_type, content, context_type, node_id)\n                comment_dict[node_id] = new_condition\n\n            elif node.tag == 'Indicator':\n                operator = node.get('operator', None)\n                if operator and operator.upper() not in ('OR', 'AND'):\n                    raise DowngradeError(f'Indicator@operator is not AND/OR. [{node_id}] has [{operator}]')\n\n                new_i_node = ioc_api.make_indicator_node(operator, node_id)\n                self.convert_branch(node, new_i_node, self.ids_to_skip, comment_dict)\n\n        return True\n```"}
{"i": 407, "got": "```python\nclass MyClass:\n    def __init__(self, client, parent_object):\n        self.client = client\n        self.parent_object = parent_object\n\n    @staticmethod\n    def create(self, permission):\n        # pass\n        parent_url = self.client.get_url(self.parent_object.id)\n        target_url = self.client.get_url_path('single', 'id', self.parent_object.id) + \\\n                     self.client.request('POST', target_url, permission, self._serialize(permission), json=self.json)\n        r = self.client.request('POST', target_url, permission, self._serialize(permission), json=self.json)\n        self._deserialize(r, self.json)\n\n    def _serialize(self, permission):\n        # implementation of serialization logic\n        pass\n\n    def _deserialize(self, r, json):\n        # implementation of deserialization logic\n        pass\n```"}
{"i": 408, "got": "```python\ndef set(self, permissions):\n    \"\"\"pass\"\"\"\n    client = self.client\n    parent_url = client.get_url(parent_object=self.parent_object, _manager=self._manager, _URL_KEY='GET', method='single', id=self.parent_object.id)\n    target_url = client.get_url_path(target_url=target_url, _manager=self._manager, _URL_KEY='PUT', method='multi')\n    r = client.request(method='PUT', target_url=target_url, permissions=permissions, json={})\n    if r.status_code != 201:\n        raise exceptions.ServerError(f'Expected 201 response, got {r.status_code}: {target_url}')\n    self.list()\n```"}
{"i": 409, "got": "```python\nclass List:\n    def __init__(self, client, parent_object):\n        self.client = client\n        self.parent_object = parent_object\n\n    def get_url(self):\n        return f\"{self.client.get_url_path()}/single/{self.parent_object.id}\"\n\n    def get_url_path(self):\n        return f\"{self._manager._URL_KEY}/{self._URL_KEY}\"\n\n    def Query(self, target_url):\n        base.query(target_url)\n```"}
{"i": 410, "got": "```python\nclass MyClass:\n    def __init__(self, client, parent_object):\n        self.client = client\n        self.parent_object = parent_object\n\n    def get(self, permission_id, expand=False):\n        \"\"\"\n        pass\n        \"\"\"\n        parent_url = self.client.get_url(self.parent_object._manager, self.parent_object.id)\n        target_url = parent_url + self.client.get_url_path(permission_id)\n        return self._get(target_url, expand=expand)\n```"}
{"i": 411, "got": "```python\ndef get_config():\n    \"\"\"pass\"\"\"\n    configpath = get_configpath()\n    if not exists(configpath):\n        raise IOError('Config file {} not found.'.format(str(configpath)))\n    config = configparser.ConfigParser()\n    config.read(str(configpath))\n    return config\n```"}
{"i": 412, "got": "```python\ndef set_database_path(dbfolder):\n    \"\"\"pass\"\"\"\n    configpath = get_configpath()\n    d = get_config()\n\n    with open(configpath, 'w') as f:\n        f.write(d['pyciss_db']['path'])\n\n    print('Saved database path into {}.'.format(configpath))\n```"}
{"i": 413, "got": "```python\ndef get_db_root():\n    \"\"\"pass\"\"\"\n    d = get_config()\n    dbroot = Path(d['pyciss_db']).joinpath('path')\n    dbroot.mkdir(exist_ok=True)\n    return dbroot\n```"}
{"i": 414, "got": "```python\ndef print_db_stats():\n    \"\"\"\n    pass\n    \"\"\"\n    dbroot = get_db_root()\n    n_ids = len(list(dbroot.glob('[N,W]*')))\n    print(f\"Number of WACs and NACs in database: {n_ids}\")\n    print(\"These kind of data are in the database: (returning pd.DataFrame)\")\n    d = {}\n    for key, val in PathManager.extensions.items():\n        d[key] = list(dbroot.glob(val + '**/*'))\n    return pd.DataFrame(d)\n```"}
{"i": 415, "got": "```python\ndef is_lossy(label):\n    \"\"\"pass\"\"\"\n    from_ = getkey()\n    keyword = 'INST_CMPRS_TYPE'\n    val = decode(from_, keyword)\n    val = strip(val)\n    if val == 'LOSSY':\n        return True\n    else:\n        return False\n```"}
{"i": 416, "got": "```python\ndef download_and_calibrate_parallel(list_of_ids, n):\n    \"\"\"\n    pass\n    \"\"\"\n    setup_cluster(n_cores=n)\n    c = Client()\n    lbview = c.load_balanced_view()\n    lbview.map_async(download_and_calibrate, list_of_ids)\n    subprocess.Popen(['ipcluster', 'stop', '--quiet'])\n```"}
{"i": 417, "got": "```python\nclass Settings:\n    def __init__(self):\n        self.content_type_supported = []\n\n    @staticmethod\n    def _set_supported_content_type(self, content_types_supported):\n        if not isinstance(content_types_supported, list):\n            raise TypeError(\"Settings 'READTIME_CONTENT_SUPPORT' must be a list of content types.\")\n        self.content_type_supported = content_types_supported\n\n# Example usage:\nsettings = Settings()\nsettings._set_supported_content_type([\"text/plain\", \"application/json\"])\n```"}
{"i": 418, "got": "```python\nclass LangSettings:\n    def __init__(self, lang_settings):\n        self.lang_settings = lang_settings\n\n    def set_lang_settings(self, lang_settings):\n        if isinstance(lang_settings, int) or isinstance(lang_settings, dict):\n            is_int = isinstance(lang_settings, int)\n            is_dict = isinstance(lang_settings, dict)\n\n            if is_int:\n                self.lang_settings['default']['wpm'] = lang_settings\n            elif is_dict:\n                for lang, conf in lang_settings.items():\n                    if 'wpm' not in conf:\n                        raise TypeError(\"Settings 'READTIME_WPM' must be either an int,or a dict with settings per language.\")\n                    if not isinstance(conf['wpm'], int):\n                        raise TypeError(\"WPM is not an integer for the language: {}\".format(lang))\n                    if 'singular' not in conf or 'plural' not in conf:\n                        raise KeyError(\"Missing singular form for '{}' for the language: {}\".format('minute', lang))\n                    if 'singular' not in conf or 'plural' not in conf:\n                        raise KeyError(\"Missing plural form for '{}' for the language: {}\".format('minutes', lang))\n                    if 'singular' not in conf or 'plural' not in conf:\n                        raise KeyError(\"Missing singular form for '{}' for the language: {}\".format('second', lang))\n                    if 'singular' not in conf or 'plural' not in conf:\n                        raise KeyError(\"Missing plural form for '{}' for the language: {}\".format('seconds', lang))\n\n            self.lang_settings = lang_settings\n        else:\n            raise TypeError(\"Settings 'READTIME_WPM' must be either an int,or a dict with settings per language.\")\n```"}
{"i": 419, "got": "```python\nclass Module:\n    def __init__(self):\n        self.initialized = False\n        self.settings_content_types = None\n        self.lang_settings = None\n\n    def initialize_settings(self, sender):\n        pass\n\n    def _set_supported_content_type(self, settings_content_types):\n        pass\n\n    def _set_lang_settings(self, lang_settings):\n        pass\n```"}
{"i": 420, "got": "```python\nclass ReadTimeCalculator:\n    def __init__(self, content):\n        self.content = content\n\n    @property\n    def content_type_supported(self):\n        return True\n\n    @property\n    def lang_settings(self):\n        return {\n            'default': 'en',\n            'lang': 'en'\n        }\n\n    def get_class_name(self):\n        return type(self).__name__\n\n    def hasattr(self, obj, attr):\n        return hasattr(obj, attr)\n\n    def pluralize(self, num, lang_conf, singular, plural):\n        if num == 1:\n            return singular\n        else:\n            return plural\n\n    def split(self, text):\n        return text.split()\n\n    def len(self, iterable):\n        return len(iterable)\n\n    def format(self, *args):\n        return ''.join(args)\n```\n\nThis Python class `ReadTimeCalculator` implements the functionality described in the bytecode disassembly. The methods and properties correspond to the operations performed in the bytecode."}
{"i": 421, "got": "```python\ndef pluralize(self, measure, singular, plural):\n    \"\"\"\n    pass\n    \"\"\"\n    if measure == 1:\n        return '{} {}'.format(measure, singular)\n    else:\n        return '{} {}'.format(measure, plural)\n```"}
{"i": 422, "got": "```python\nclass ListDatasources:\n    def __init__(self, source_id):\n        self.client = None\n        self.get_url = None\n        self.base = None\n\n    def list_datasources(self, source_id):\n        target_url = self.client.get_url('DATASOURCE', 'GET', 'multi', source_id)\n        manager = self.base.Query(self.client, Datasource)\n        return manager(target_url)\n```"}
{"i": 423, "got": "```python\nclass DataSource:\n    def __init__(self, client):\n        self.client = client\n\n    def get_url(self, source_id, datasource_id):\n        return f\"https://api.example.com/data/{source_id}/{datasource_id}\"\n\n    def get_manager(self):\n        return DatasourceManager()\n\n    def _get(self, url):\n        # Simulate fetching data from the URL\n        return f\"Data fetched from {url}\"\n```"}
{"i": 424, "got": "```python\nclass open_store_variable:\n    def __init__(self, name, var):\n        self.data = getattr(var, 'ncattrs')()\n        for a in var.dimensions():\n            self.data[a] = getattr(var, a)\n        self.data[var] = getattr(var, 'dimensions')\n```\n\nThis Python code snippet defines a class `open_store_variable` with an initializer that takes two parameters: `name` and `var`. The initializer retrieves the `ncattrs`, dimensions, and other attributes of the variable `var` and stores them in the instance variables `data`."}
{"i": 425, "got": "```python\nclass MyClass:\n    def __init__(self, ds, ncattrs):\n        self.ds = ds\n        self.ncattrs = ncattrs\n\n    def get_attrs(self):\n        return {k: getattr(self.ds, k) for k in self.ncattrs}\n```\n\nThis Python code snippet is equivalent to the bytecode disassembly provided. It defines a class `MyClass` with an initializer that takes two parameters, `ds` and `ncattrs`. The `get_attrs` method returns a dictionary containing the attributes of `self.ds` that are specified in `ncattrs`."}
{"i": 426, "got": "```python\nclass MyClass:\n    def get_dimensions(self):\n        \"\"\"pass\"\"\"\n        ds = self.ds\n        dimensions = ds.dimensions\n        for k, v in dimensions.items():\n            yield (k, len(v))\n\n    @staticmethod\n    def get_dimensions_genexpr(ds, dimensions):\n        for k, v in dimensions.items():\n            yield (k, len(v))\n```"}
{"i": 427, "got": "```python\ndef _find_base_tds_url(catalog_url):\n    \"\"\"pass\"\"\"\n    url_components = urlparse(catalog_url)\n    if url_components.path:\n        return url_components.path.split('/')[0]\n    else:\n        return catalog_url\n```"}
{"i": 428, "got": "```python\ndef filter_time_nearest(self, time, regex):\n    \"\"\"pass\"\"\"\n    time_cell = self._get_datasets_with_times(time)\n    return sorted(filter(lambda i: abs(i - time) < self.total_seconds, time_cell), key=lambda i: i)\n\nclass FilterTimeNearest:\n    def __init__(self, total_seconds):\n        self.total_seconds = total_seconds\n\n    def _get_datasets_with_times(self, time):\n        # This method should be implemented to return a list of datasets with times\n        pass\n```"}
{"i": 429, "got": "```python\nclass Module:\n    def __init__(self):\n        self._get_datasets_with_times = None\n\n    def filter_time_range(self, start, end, regex):\n        \"\"\"pass\"\"\"\n        datasets = self._get_datasets_with_times(start, end)\n        for item in datasets:\n            if start <= item[0] <= end and regex.match(item[1]):\n                item.append(-1)\n        return datasets\n```"}
{"i": 430, "got": "```python\ndef check_token(func):\n    \"\"\"pass\"\"\"\n    func = wraps(func)\n    wrapper = func(*args, **kwargs)\n    return wrapper\n\nclass InvalidToken(Exception):\n    pass\n```"}
{"i": 431, "got": "```python\nclass Upload:\n    def upload(self, remote_path, file_content, ondup, **kwargs):\n        \"\"\"\n        pass\n        \"\"\"\n        params = {'path': 'ondup', 'file': ('file', '', '')}\n        files = {'file': (None, file_content, '')}\n        url = 'https://c.pcs.baidu.com/rest/2.0/pcs/file'\n        self._request('file', upload, url, params, files, **kwargs)\n```"}
{"i": 432, "got": "```python\nclass UploadTmpfile:\n    def upload_tmpfile(self, file_content, **kwargs):\n        \"\"\"\n        pass\n        \"\"\"\n        params = {'type': 'tmpfile'}\n        files = {'file': ('', file_content, '')}\n        url = 'https://c.pcs.baidu.com/rest/2.0/pcs/file'\n        self._request(url, params=params, files=files, **kwargs)\n```"}
{"i": 433, "got": "```python\ndef upload_superfile(self, remote_path, block_list, ondup, **kwargs):\n    \"\"\"pass\"\"\"\n    params = {'path': 'ondup'}\n    data = json.dumps(block_list)\n    self._request('file', createsuperfile, params=params, data=data, extra_params={'data': kwargs})\n```"}
{"i": 434, "got": "```python\ndef mkdir(self, remote_path, **kwargs):\n    pass\n```"}
{"i": 435, "got": "```python\ndef meta(self, remote_path, **kwargs):\n    \"\"\"pass\"\"\"\n    params = {'path': remote_path}\n    self._request('file', 'meta', extra_params=params, **kwargs)\n```\n\nThis Python function `meta` takes a `remote_path` and keyword arguments `**kwargs`. It constructs a dictionary `params` with the key `'path'` set to `remote_path`. Then, it calls the `_request` method of the instance with the arguments 'file', 'meta', `extra_params=params`, and `**kwargs`."}
{"i": 436, "got": "```python\nclass Module:\n    def __init__(self):\n        self._cookieFileName = None\n        self._vid = None\n        self.installations = []\n\n    def login(self):\n        import os\n\n        if not os.path.exists(os.path.join(self._cookieFileName, 'exists')):\n            with open(self._cookieFileName, 'r') as f:\n                self._vid = f.read().strip()\n\n        installations = self._get_installations()\n        if installations[0]['giid'] is None:\n            self._create_cookie()\n            with open(self._cookieFileName, 'w') as f:\n                f.write(self._vid)\n\n        return None\n\n    def _get_installations(self):\n        # Implementation of _get_installations method\n        pass\n\n    def _create_cookie(self):\n        # Implementation of _create_cookie method\n        pass\n\n    def remove(self):\n        import os\n\n        if self._cookieFileName is not None:\n            os.remove(self._cookieFileName)\n```"}
{"i": 437, "got": "```python\nclass _get_installations:\n    def __init__(self, self):\n        pass\n\n    def _get_installations(self):\n        response = None\n        urls = None\n        requests = None\n        base_url = None\n        try:\n            response = requests.get(urls.BASE_URLS + '/installations', headers={'Cookie': 'Accept', 'headers': ('application/json,text/javascript, */*; q=0.01')})\n            if response.status_code == 200:\n                self.installations = json.loads(response.text)\n            else:\n                raise RequestError(response.status_code, response.text)\n        except RequestException as ex:\n            raise RequestError(ex.status_code, ex.text)\n        finally:\n            try:\n                _validate_response(response)\n            except Exception as ex:\n                raise RequestError(ex.status_code, ex.text)\n\ndef _validate_response(response):\n    if response.status_code == 503:\n        raise RequestError(response.status_code, response.text)\n```"}
{"i": 438, "got": "```python\nclass Module:\n    def get_overview(self):\n        \"\"\"pass\"\"\"\n        response = None\n        while True:\n            requests.get(urls[self.overview], headers={'Accept': 'application/json, text/javascript, */*; q=0.01', 'Accept-Encoding': 'gzip, deflate', 'Content-Type': 'application/json', 'Cookie': self._giid})\n            response = self.format(vid=self._vid)\n            if _validate_response(response):\n                return json.loads(response.text)\n\n    def format(self, vid):\n        return f'vid={vid}'\n\n    def _validate_response(self, response):\n        # Placeholder for validation logic\n        return True\n\n    urls = {}\n    overview = 'example_overview'\n    _giid = 'example_giid'\n    _vid = 'example_vid'\n```"}
{"i": 439, "got": "```python\ndef set_smartplug_state(self, device_label, state):\n    \"\"\"pass\"\"\"\n    response = None\n\n    while True:\n        requests.post(urls[self.smartplug], headers={'Content-Type': 'application/json', 'Cookie': self._giid}, data=json.dumps({'deviceLabel': device_label, 'state': state}))\n        _validate_response(response)\n        break\n```"}
{"i": 440, "got": "```python\nclass Module:\n    def __init__(self):\n        self._giid = None\n        self._vid = None\n\n    def get_history(self, filters=None, pagesize=None, offset=None):\n        response = None\n        try:\n            response = requests.get(urls[self._giid], headers={'Accept': 'application/json, text/javascript, */*; q=0.01', 'Cookie': self.format(self._vid)}, params={'offset': offset, 'pagesize': pagesize, 'notificationCategories': filters})\n            _validate_response(response)\n            response = json.loads(response.text)\n        except requests.exceptions.RequestException as ex:\n            raise RequestError(ex)\n        return response\n\n    def format(self, vid):\n        # Implementation of the format method\n        pass\n\n    def _validate_response(self, response):\n        # Implementation of the _validate_response method\n        pass\n```"}
{"i": 441, "got": "```python\nclass Climate:\n    def __init__(self, device_label):\n        self.device_label = device_label\n\n    def get_climate(self):\n        response = None\n        try:\n            import requests\n            from urls import climate\n            from format import format\n            from _giid import _giid\n            from _validate_response import _validate_response\n            from json import loads\n\n            headers = {'Accept': 'application/json, text/javascript, */*; q=0.01'}\n            params = {'vid': {}}\n            headers.update({'deviceLabel': self.device_label})\n            response = requests.get(urls.climate.format(self._giid), headers=headers, params=params)\n            _validate_response(response)\n            return loads(response.text)\n        except requests.exceptions.RequestException as ex:\n            raise RequestError(ex)\n        except json.JSONDecodeError as ex:\n            raise RequestError(ex)\n        finally:\n            del response\n```"}
{"i": 442, "got": "```python\nclass ContentType:\n    def __init__(self, model):\n        self.model = model\n\n    @classmethod\n    def get_for_model(cls, model):\n        # Implementation of get_for_model method\n        pass\n\n    def id(self):\n        # Implementation of id method\n        pass\n\ndef type_id(self):\n    \"\"\"pass\"\"\"\n    try:\n        ContentType.objects.get_for_model(self.model, for_concrete_model=False).id\n    except DatabaseError as e:\n        raise DatabaseError(f\"Unable to fetch ContentType object, is a plugin being registered before the initial syncdb? (original error: {e})\")\n```"}
{"i": 443, "got": "```python\nclass Module:\n    def __init__(self):\n        self.get_output_cache_base_key = None\n        self.cache_output_per_site = True\n        self.cache_output_per_language = False\n        self.cache_supported_language_codes = ['en', 'fr']\n        self.format = lambda x, y: f\"{x}-{y}\"\n        self.settings = {'SITE_ID': 1}\n\n    def get_output_cache_key(self, placeholder_name, instance):\n        self.get_output_cache_base_key = None\n        cachekey = self.get_output_cache_base_key + self.format(placeholder_name, instance)\n        if self.cache_output_per_site:\n            cachekey += f\"-s{self.settings['SITE_ID']}\"\n        elif self.cache_output_per_language:\n            user_language = get_language()\n            if user_language in self.cache_supported_language_codes:\n                cachekey += f\".{user_language}\"\n            else:\n                cachekey += \"unsupported\"\n        return cachekey\n```"}
{"i": 444, "got": "```python\nclass MyClass:\n    def get_output_cache_keys(self, placeholder_name, instance):\n        # pass\n\n    def get_output_cache_keys_placeholder(self, placeholder_name, instance):\n        base_key = self.get_output_cache_base_key(placeholder_name, instance)\n        cachekeys = [base_key]\n        if self.cache_output_per_site:\n            site_ids = list(Site.objects.values_list('pk', flat=True))\n            if settings.SITE_ID in site_ids:\n                site_ids.append(settings.SITE_ID)\n            cachekeys.extend(site_ids)\n        return cachekeys\n\n    def get_rendering_cache_key(self, placeholder_name, instance):\n        base_key = self.get_output_cache_base_key(placeholder_name, instance)\n        return f'{base_key}-s{settings.SITE_ID}'\n\n    def format(self, base_key, user_language):\n        return f'{base_key}-{user_language}'\n\n    def get_placeholder_cache_key(self, placeholder):\n        # Placeholder cache key logic\n        pass\n\n    def append(self, site_id):\n        # Append logic\n        pass\n\n    def extend(self, total_list, item):\n        # Extend logic\n        pass\n\n    def cache_output_per_site(self):\n        # Cache output per site logic\n        pass\n\n    def render_ignore_item_language(self):\n        # Render ignore item language logic\n        pass\n\n    def cache_supported_language_codes(self):\n        # Cache supported language codes logic\n        pass\n```"}
{"i": 445, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.cache = {}\n\n    def get_output_cache_key(self, placeholder_name, instance):\n        return f\"{placeholder_name}_{instance}\"\n\n    def get(self, cachekey):\n        return self.cache.get(cachekey)\n\n    def get_cached_output(self, placeholder_name, instance):\n        cachekey = self.get_output_cache_key(placeholder_name, instance)\n        if cachekey in self.cache:\n            return self.cache[cachekey]\n        else:\n            result = self.get(instance)  # Assuming 'get' is a method that returns the output\n            self.cache[cachekey] = result\n            return result\n```"}
{"i": 446, "got": "```python\ndef set_cached_output(self, placeholder_name, instance, output):\n    \"\"\"pass\"\"\"\n    self.cachekey = get_output_cache_key(placeholder_name, instance)\n    if self.cache_timeout:\n        cache[self.cachekey] = output\n    else:\n        cache[self.cachekey] = output\n```\n\nIn this Python 3.12 bytecode disassembly, the original source code is provided in the docstring of the `set_cached_output` function."}
{"i": 447, "got": "```python\nclass Module:\n    def __init__(self):\n        pass\n\n    def render(self, request, instance, **kwargs):\n        \"\"\"pass\"\"\"\n        render_template = self.get_render_template(request, instance)\n        if render_template is not None:\n            return render_template.format(instance.__class__.__name__)\n        else:\n            return \"No rendering defined for class '{}'\".format(instance.__class__.__name__)\n\n    def get_render_template(self, request, instance):\n        pass\n\n    def get_context(self, request, instance):\n        pass\n\n    def render_to_string(self, request, template_name, context):\n        pass\n```"}
{"i": 448, "got": "```python\ndef inline_requests(method_or_func):\n    \"\"\"pass\"\"\"\n    args = get_args(method_or_func)\n    if not args:\n        raise TypeError('Function must accept at least one argument.')\n    \n    wrapper = wraps(method_or_func)\n    callback = create_bound_method(method_or_func, self)\n    genwrapper = RequestGenerator(callback, response, **kwargs)\n    return genwrapper\n\ndef inline_requests.<locals>.wrapper(response, **kwargs):\n    \"\"\"Decorating a non-method function will be deprecated\"\"\"\n    warnings.warn('Decorating a non-method function will be deprecated', ScrapyDeprecationWarning, stacklevel=1)\n    wrapper = wraps(method_or_func)\n    callback = create_bound_method(method_or_func, self)\n    genwrapper = RequestGenerator(callback, response, **kwargs)\n    return genwrapper\n```"}
{"i": 449, "got": "```python\ndef get_args(method_or_func):\n    \"\"\"pass\"\"\"\n    args = list(inspect.signature(method_or_func).parameters.keys())\n    return args\n```"}
{"i": 450, "got": "```python\ndef _unwindGenerator(self, generator, _prev):\n    \"\"\"pass\"\"\"\n    return generator\n\nclass Request:\n    def __init__(self, callback=None, errback=None):\n        self.callback = callback\n        self.errback = errback\n\ndef warnings(self, message):\n    print(message)\n\ndef _wrapRequest(self, ret, generator):\n    yield 1\n```"}
{"i": 451, "got": "```python\ndef jwt_required(fn):\n    \"\"\"\n    pass\n    \"\"\"\n    closure = wraps(fn)\n    wrapper = closure(*args, **kwargs)\n    ctx_stack.top.jwt = _decode_jwt_from_headers()\n    return fn(*args, **kwargs)\n\ndef _decode_jwt_from_headers():\n    # Implementation of decoding JWT from headers\n    pass\n```"}
{"i": 452, "got": "```python\ndef jwt_optional(fn):\n    \"\"\"pass\"\"\"\n    fn_cell = make_cell(fn)\n    @wraps(fn)\n    def wrapper(*args, **kwargs):\n        jwt_data = _decode_jwt_from_headers()\n        ctx_stack.top.jwt = jwt_data\n        return fn(*args, **kwargs)\n    wrapper.wrapper = closure\n    return wrapper\n\ndef _decode_jwt_from_headers():\n    # Implementation of _decode_jwt_from_headers function\n    pass\n\nclass NoAuthorizationError(Exception):\n    pass\n\nclass InvalidHeaderError(Exception):\n    pass\n```"}
{"i": 453, "got": "```python\ndef decode_jwt(encoded_token):\n    \"\"\"pass\"\"\"\n    config = ...\n    secret = config.decode_key\n    algorithm = config.algorithm\n    audience = config.audience\n    return jwt.decode(encoded_token, secret, algorithms=[algorithm], audience=audience)\n```"}
{"i": 454, "got": "```python\ndef init_app(self, app):\n    \"\"\"\n    pass\n    \"\"\"\n    hasattr(app, 'extensions')\n    if hasattr(app, 'extensions'):\n        extensions = {}\n        extensions['flask-jwt-simple'] = None\n        self.extensions = extensions\n    else:\n        self.extensions = app.extensions\n\n    self._set_default_configuration_options(app)\n    self._set_error_handler_callbacks(app)\n\n    app.config['PROPAGATE_EXCEPTIONS'] = True\n```"}
{"i": 455, "got": "```python\nclass MyError(Exception):\n    pass\n\ndef handle_no_auth_error(e):\n    return str(e)\n\ndef handle_invalid_header_error(e):\n    return str(e)\n\ndef handle_expired_error(e):\n    return str(e)\n\ndef handle_invalid_token_error(e):\n    return str(e)\n```\n\nThis Python code snippet defines a class `MyError` and four functions to handle different types of errors related to authentication, headers, and tokens. The functions simply convert the error object to a string using the `str()` function."}
{"i": 456, "got": "```python\ndef _set_default_configuration_options(app):\n    \"\"\"pass\"\"\"\n    app.config.JWT_HEADER_NAME = \"Authorization\"\n    app.config.JWT_HEADER_TYPE = \"Bearer\"\n    app.config.JWT_EXPIRES = datetime.timedelta(hours=1)\n    app.config.JWT_ALGORITHM = \"HS256\"\n    app.config.JWT_IDENTITY_CLAIM = \"sub\"\n    app.config.JWT_DECODE_AUDIENCE = None\n    app.config.JWT_SECRET_KEY = None\n    app.config.JWT_PRIVATE_KEY = None\n    app.config.JWT_PUBLIC_KEY = None\n```"}
{"i": 457, "got": "```python\ndef category(**kwargs):\n    \"\"\"pass\"\"\"\n    if 'series' in kwargs:\n        path = kwargs['series']\n    else:\n        path = None\n\n    Fred(category, path)\n```"}
{"i": 458, "got": "```python\ndef releases(release_id, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    if 'id' in kwargs:\n        release_id = kwargs['release_id']\n    Fred.release(release_id, **kwargs)\n```\n\nThis Python function `releases` takes a `release_id` and keyword arguments. It checks if the keyword argument `'id'` is present. If it is, it updates the `release_id`. Then, it calls the `release` method of the `Fred` object with the updated `release_id` and any additional keyword arguments."}
{"i": 459, "got": "```python\ndef series(identifier, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    if identifier:\n        setattr(self, 'series_id', identifier)\n    if 'release' in kwargs:\n        setattr(self, 'release', kwargs['release'])\n    elif 'releases' in kwargs:\n        setattr(self, 'releases', kwargs['releases'])\n    else:\n        setattr(self, 'path', None)\n    Fred(series_id=self.series_id, releases=self.releases, **kwargs)\n```"}
{"i": 460, "got": "```python\ndef source(source_id, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    if source_id is not None:\n        kwargs['source_id'] = source_id\n    if 'id' in kwargs:\n        kwargs['id'] = Fred(kwargs['id'])\n    path = kwargs.get('releases', None)\n    if path is None:\n        path = None\n    Fred(source_id, path, **kwargs)\n```"}
{"i": 461, "got": "```python\ndef sources(source_id, **kwargs):\n    \"\"\"pass\"\"\"\n    if source_id in kwargs:\n        return globals()[source](source_id, **kwargs)\n    else:\n        return globals()['Fred'](source_id, **kwargs)\n```"}
{"i": 462, "got": "```python\ndef _create_path(self, *args):\n    \"\"\"pass\"\"\"\n    path = self.endpoint + '/' + '/'.join(args)\n    return path\n```"}
{"i": 463, "got": "```python\nclass item_extra_kwargs:\n    def __init__(self, self, item):\n        # pass\n        use_feed_image = True\n        if use_feed_image:\n            self.feed_image = item.feed_image\n            if self.feed_image.file.url:\n                image_complete_url = urljoin(self, get_site_url())\n                content_field = getattr(item, 'item_content_field')\n                content = expand_db_html(content_field)\n                soup = BeautifulSoup(content, 'html.parser')\n                fields_to_add = {'image': image_complete_url}\n                if use_feed_image:\n                    fields_to_add['image'] = image_complete_url\n                return fields_to_add\n            else:\n                return {}\n        else:\n            return {}\n\n    def __html__(self):\n        # pass\n        content_field = getattr(self, 'content_field')\n        content = expand_db_html(content_field)\n        soup = BeautifulSoup(content, 'html.parser')\n        fields_to_add = {'image': ''}\n        if use_feed_image:\n            fields_to_add['image'] = ''\n        return fields_to_add\n\n    def prettify(self):\n        # pass\n        content_field = getattr(self, 'content_field')\n        content = expand_db_html(content_field)\n        soup = BeautifulSoup(content, 'html.parser')\n        fields_to_add = {'image': ''}\n        if use_feed_image:\n            fields_to_add['image'] = ''\n        return fields_to_add\n\n    def has_attr(self, self, attr):\n        # pass\n        return True\n\n    def find_all(self, self, tag, attrs=None):\n        # pass\n        return []\n\n    def get_site_url(self):\n        # pass\n        return ''\n\n    def expand_db_html(self, content_field):\n        # pass\n        return ''\n```"}
{"i": 464, "got": "```python\ndef treenav_undefined_url(request, item_slug):\n    \"\"\"\n    pass\n    \"\"\"\n    item = get_object_or_404(treenav.MenuItem, slug=item_slug)\n    raise Http404()\n```"}
{"i": 465, "got": "```python\ndef treenav_save_other_object_handler(sender, instance, created, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    cache_key = f\"treenav_menu_models_{sender.__name__}\"\n    menu_models = cache.get(cache_key)\n    \n    if not menu_models:\n        ContentType = models.ContentType\n        MenuItem = models.MenuItem\n        \n        cache.delete(cache_key)\n        \n        menu_models = [\n            MenuItem(content_type=ContentType.objects.get_for_model(sender), model_class=sender, exclude=True)\n            for _ in range(10)  # Example number of items\n        ]\n        \n        cache.set(cache_key, menu_models)\n\n    if sender not in menu_models:\n        ContentType = models.ContentType\n        MenuItem = models.MenuItem\n        \n        ct = ContentType.objects.get_for_model(sender)\n        items = MenuItem.objects.filter(content_type=ct, instance=instance.pk)\n        \n        for item in items:\n            item.href = instance.get_absolute_url()\n            item.save()\n\n    return None\n```"}
{"i": 466, "got": "```python\nclass MenuItem:\n    def __init__(self, objects):\n        self.objects = objects\n\n    def save(self):\n        pass\n\ndef refresh_hrefs(self, request):\n    treenav = None  # Assuming treenav is defined elsewhere\n    MenuItem.objects.all().save()  # Assuming MenuItem.objects.all() returns a queryset of MenuItem instances\n    self.message_user(request, 'Menu item HREFs refreshed successfully.')\n    self.model._meta.app_label = self.__class__.__name__\n    info = (self.__class__.__name__, self.model._meta.model_name)\n    changelist_url = reverse('admin:%s_%s_changelist' % info, current_app=self.admin_site.name)\n    return redirect(changelist_url)\n```"}
{"i": 467, "got": "```python\ndef clean_cache(self, request):\n    \"\"\"\n    pass\n    \"\"\"\n    treenav.delete_cache()\n    self.message_user(request, 'Cache menuitem cache cleaned successfully.')\n    info = (self.model._meta.app_label, self.model.__name__)\n    changelist_url = reverse('admin:%s_%s_changelist' % info)\n    return redirect(changelist_url)\n```"}
{"i": 468, "got": "```python\nclass MenuTreeRebuilder:\n    def rebuild_tree(self, request):\n        \"\"\"\n        pass\n        \"\"\"\n        self.model.objects.rebuild()\n        self.message_user(request, _('Menu Tree Rebuilt.'))\n        self.clean_cache(request)\n```\n\nThis Python code snippet defines a class `MenuTreeRebuilder` with a method `rebuild_tree`. The method takes a `request` object as an argument and performs the following actions:\n1. Calls the `rebuild` method on the `objects` attribute of the `model`.\n2. Calls the `message_user` method to display a message to the user.\n3. Calls the `clean_cache` method to clear any cached data related to the menu tree.\n\nThe `message_user` and `clean_cache` methods are assumed to be defined elsewhere in the codebase, as they are not provided in the given bytecode disassembly."}
{"i": 469, "got": "```python\nclass MenuItemAdmin:\n    def save_related(self, request, form, formsets, change):\n        # pass\n        super(MenuItemAdmin, self).save_related(request, form, formsets, change)\n        self.model.objects.rebuild()\n```\n\nThis Python 3.12 bytecode disassembly corresponds to the following source code:\n\n```python\nclass MenuItemAdmin:\n    def save_related(self, request, form, formsets, change):\n        # pass\n        super(MenuItemAdmin, self).save_related(request, form, formsets, change)\n        self.model.objects.rebuild()\n```\n\nThe `MenuItemAdmin` class has a method `save_related` that takes in several parameters and performs some operations. The first operation is to call the superclass's `save_related` method using `super(MenuItemAdmin, self).save_related(request, form, formsets, change)`. Then, it calls the `rebuild` method on the model associated with the admin class using `self.model.objects.rebuild()`."}
{"i": 470, "got": "```python\ndef _calculate_dispersion(X, labels, centroids):\n    \"\"\"\n    pass\n    \"\"\"\n    import numpy as np\n\n    def calculate_dispersion(X, labels, centroids):\n        disp = []\n        for inst, label in zip(X, labels):\n            disp.append(np.abs(inst - centroids[label])**2)\n        return disp\n```"}
{"i": 471, "got": "```python\nimport numpy as np\n\ndef _calculate_gap(self, X, n_refs, n_clusters):\n    ref_dispersions = np.zeros(n_refs)\n    for i in range(n_refs):\n        random_data = np.random.sample(X.shape[0], size=n_refs)\n        centroids, labels = kmeans2(random_data, n_clusters, iter=10, minit='points')\n        dispersion = self._calculate_dispersion(X, labels, centroids)\n        ref_dispersions[i] = dispersion\n    gap_value = np.mean(np.log(ref_dispersions) - np.log(dispersion))\n    return int(n_clusters), gap_value\n```"}
{"i": 472, "got": "```python\ndef _process_with_rust(self, X, n_refs, cluster_array):\n    \"\"\"pass\"\"\"\n    yield from gap_statistic.rust.optimal_k(X, list(cluster_array))\n```\n\nThis Python function `_process_with_rust` takes three parameters: `self`, `X`, and `cluster_array`. It uses the `gap_statistic.rust.optimal_k` function to compute optimal k values for a given dataset `X` and cluster array. The function yields these optimal k values as a generator."}
{"i": 473, "got": "```python\nimport pandas as pd\nimport numpy as np\n\ndef _process_with_joblib(self, X, n_refs, cluster_array):\n    parallel = Parallel(n_jobs=self.n_jobs)\n    gap_value, n_clusters = next(parallel(_calculate_gap(X, n_refs, n_clusters) for _ in range(len(cluster_array))))\n    return gap_value, n_clusters\n\ndef _calculate_gap(X, n_refs, n_clusters):\n    # Placeholder for the actual implementation of _calculate_gap\n    pass\n```"}
{"i": 474, "got": "```python\nimport numpy as np\nfrom multiprocessing import PoolExecutor\n\ndef _process_with_multiprocessing(self, X, n_refs, cluster_array):\n    with PoolExecutor(max_workers=self.n_jobs) as executor:\n        jobs = []\n        for k in range(n_clusters):\n            future = executor.submit(self._calculate_gap, X, n_refs, k)\n            jobs.append(future)\n\n        results = [future.result() for future in as_completed(jobs)]\n        return results\n\ndef _calculate_gap(X, n_refs, k):\n    # Implementation of _calculate_gap function\n    pass\n```"}
{"i": 475, "got": "```python\ndef _process_non_parallel(self, X, n_refs, cluster_array):\n    \"\"\"pass\"\"\"\n    yield from self._calculate_gap(X, n_refs, n_clusters)\n```\n\nThis Python function `_process_non_parallel` takes three parameters: `self`, `X`, and `n_refs`. It appears to be a generator function that calculates some gap values based on the input data. The function uses a loop to iterate over the `cluster_array`, calculating the gap value for each element and yielding it."}
{"i": 476, "got": "```python\nclass MyClass:\n    def __init__(self, table, where):\n        self.table = table\n        self.where = where\n\n    def get_last_batch_number(self):\n        # Implementation of get_last_batch_number method\n        pass\n\n    def order_by(self, column, direction):\n        # Implementation of order_by method\n        pass\n\n    def get(self):\n        # Implementation of get method\n        pass\n\n    def get_last(self):\n        return self.get_last_batch_number() + 1\n```"}
{"i": 477, "got": "```python\nclass Database:\n    def compile_insert(self, query, values):\n        \"\"\"\n        pass\n        \"\"\"\n        self.table = self.wrap_table(query.from__)\n        self.columns = self.columnize(values[0])\n        self.parameters = self.parameterize(values)\n        value = '(%s)' % self.parameters[0]\n        parameters = ', '.join([value] * len(values))\n        return f\"INSERT INTO {self.table} ({', '.join(self.columns)}) VALUES {parameters}\"\n```"}
{"i": 478, "got": "```python\nclass AlterTableSql:\n    def __init__(self, diff):\n        self.diff = diff\n\n    def get_alter_table_sql(self):\n        sql = []\n        for column_diff in self.diff.changed_columns:\n            if not column_diff.is_unchanged_binary_column():\n                old_column_name = column_diff.old_column_name\n                column = column_diff.column\n                query = f\"ALTER TABLE {self.diff.name} \"\n                if column_diff.has_changed('type'):\n                    query += f\"TYPE {self.get_sql_type_declaration(column)} \"\n                if column_diff.has_changed('precision'):\n                    query += f\"PRECISION {column.precision} \"\n                if column_diff.has_changed('scale'):\n                    query += f\"SCALE {column.scale} \"\n                if column_diff.has_changed('fixed'):\n                    query += \"FIXED \"\n                sql.append(query)\n            if column_diff.has_changed('default'):\n                default_clause = None\n                if column_diff.has_changed('type'):\n                    default_clause = self.get_default_value_declaration_sql(column)\n                elif column_diff.has_changed('notnull'):\n                    default_clause = 'NOT NULL'\n                elif column_diff.has_changed('autoincrement'):\n                    seq_name = self.get_identity_sequence_name(self.diff, old_column_name)\n                    query = f\"ALTER TABLE {self.diff.name} \"\n                    query += f\"CREATE SEQUENCE {seq_name} \"\n                    query += f\"SELECT setval('{seq_name}', (SELECT MAX({old_column_name}) FROM {self.diff.name}))\"\n                    query += f\"ALTER TABLE {self.diff.name} SET DEFAULT nextval('{seq_name}')\"\n                elif column_diff.has_changed('length'):\n                    query = f\"ALTER TABLE {self.diff.name} TYPE {self.get_sql_type_declaration(column)} \"\n                sql.append(query)\n            if column_diff.has_changed('rename'):\n                old_column_name = column_diff.old_column_name\n                column = column_diff.column\n                query = f\"ALTER TABLE {self.diff.name} RENAME COLUMN {old_column_name} TO {column}\"\n                sql.append(query)\n        return sql\n\n    def get_sql_type_declaration(self, column):\n        # Implement the logic to get SQL type declaration based on the column attributes\n        pass\n\n    def is_unchanged_binary_column(self):\n        # Implement the logic to check if a binary column has not changed\n        pass\n\n    def has_changed(self, attribute):\n        # Implement the logic to check if a specific attribute of the column has changed\n        pass\n\n    def get_default(self):\n        # Implement the logic to get the default value of the column\n        pass\n\n    def get_notnull(self):\n        # Implement the logic to get the not null status of the column\n        pass\n\n    def get_autoincrement(self):\n        # Implement the logic to get the auto increment status of the column\n        pass\n\n    def get_identity_sequence_name(self, diff, old_column_name):\n        # Implement the logic to get the identity sequence name for a column\n        pass\n\n    def get_name(self):\n        # Implement the logic to get the name of the column\n        pass\n```"}
{"i": 479, "got": "```python\nclass _date_based_where:\n    def __init__(self, type, query, where):\n        self.value = None\n        self.parameter = None\n        self.wrap = None\n\n    def __str__(self):\n        return f\"strftime('{type}', {self.where['column']}) {self.where['operator']} {self.value}\"\n```"}
{"i": 480, "got": "```python\nclass MySqlQueryGrammar:\n    def compile_select(self, query):\n        \"\"\"\n        pass\n        \"\"\"\n        super().compile_select(query)\n        sql = query.unions\n        if sql:\n            sql = '(' + str(sql) + ') '\n            sql += self._compile_unions(query)\n        return sql\n```"}
{"i": 481, "got": "```python\ndef _compile_lock(self, query, value):\n    \"\"\"pass\"\"\"\n    if isinstance(value, basestring):\n        return True\n    elif value is True:\n        return 'FOR UPDATE'\n    elif value is False:\n        return 'LOCK IN SHARE MODE'\n    else:\n        return None\n```"}
{"i": 482, "got": "```python\ndef plot_best_worst_fits(assignments_df, data, modality_col, score):\n    \"\"\"\n    pass\n    \"\"\"\n    ncols = 2\n    nrows = len(assignments_df.groupby(modality_col).groups)\n    fig, axes = plt.subplots(nrows=nrows, ncols=ncols, figsize=(nrows*4, ncols*6))\n    \n    fits = ['Highest', 'Lowest']\n    for modality, df in assignments_df.groupby(modality_col):\n        df = df.sort_values(score)\n        color = MODALITY_TO_COLOR[modality]\n        \n        ids = df['Feature ID'][-10:]\n        fit_psi = data[ids].stack().reset_index()\n        tidy_fit_psi = fit_psi.rename(columns={'level_0': 'Sample ID', 'level_1': 'Feature ID', '$\\\\Psi$': 'Value'})\n        \n        if not tidy_fit_psi.empty:\n            ax = axes.flat[next(iter(axes.flat))]\n            sns.violinplot(x='Feature ID', y='$\\\\Psi$', data=tidy_fit_psi, color=color, ax=ax)\n            \n            ax.set_title(f'{modality} {score}')\n            ax.set_xticks([])\n        \n        ids = df['Feature ID'][:10]\n        fit_psi = data[ids].stack().reset_index()\n        tidy_fit_psi = fit_psi.rename(columns={'level_0': 'Sample ID', 'level_1': 'Feature ID', '$\\\\Psi$': 'Value'})\n        \n        if not tidy_fit_psi.empty:\n            ax = axes.flat[next(iter(axes.flat))]\n            sns.violinplot(x='Feature ID', y='$\\\\Psi$', data=tidy_fit_psi, color=color, ax=ax)\n            \n            ax.set_title(f'{modality} {score}')\n            ax.set_xticks([])\n    \n    sns.despine(fig=fig)\n    fig.tight_layout()\n    return None\n```"}
{"i": 483, "got": "```python\ndef violinplot(x=None, y=None, data=None, bw=0.2, scale='area', inner=None, ax=None, **kwargs):\n    \"\"\"\n    pass\n    \"\"\"\n    if ax is None:\n        ax = plt.gca()\n    sns.violinplot(x=x, y=y, data=data, bw=bw, scale=scale, inner=inner, ax=ax, **kwargs)\n    ax.set_ylim(0, 1)\n    ax.set_yticks([0, 0.5, 1])\n```"}
{"i": 484, "got": "```python\ndef bar(self, counts, phenotype_to_color, ax, percentages):\n    \"\"\"\n    pass\n    \"\"\"\n    if percentages:\n        total = sum(counts)\n        counts = [count / total for count in counts]\n    \n    width = full_width = 0.8\n    \n    for i, group in enumerate(counts):\n        left = width * i + full_width / 2\n        ax.bar(left, group, width=width, color=phenotype_to_color[group], label=f\"Modality {i+1}\")\n    \n    if percentages:\n        ylabel = 'Percentage of events'\n    else:\n        ylabel = 'Number of events'\n    \n    ax.set_ylabel(ylabel)\n    ax.set_xticks(np.arange(len(self.modality_order)))\n    ax.set_xticklabels(self.modality_order)\n    ax.set_xlabel('Splicing modality')\n    ax.set_xlim(0, len(self.modality_order))\n    ax.legend(loc='best')\n    ax.grid(axis='y', linestyle='-', linewidth=0.5)\n    sns.despine()\n    \n    return None\n```"}
{"i": 485, "got": "```python\nclass _ModelLoglikPlotter:\n    def __init__(self):\n        pass\n\n    def plot(self, event, logliks, logsumexps, self, modality_to_color, renamed):\n        pass\n```"}
{"i": 486, "got": "```python\nclass Predict:\n    def __init__(self, fitted):\n        self.fitted = fitted\n\n    def predict(self, fitted):\n        if fitted.shape != len(self.modalities):\n            raise ValueError(\"This data doesn't look like it had the distance between it and the five modalities calculated\")\n        return fitted.idxmin()\n```"}
{"i": 487, "got": "```python\nclass Logliks:\n    def __init__(self, self):\n        pass\n\n    def logliks(self, x):\n        \"\"\"\n        pass\n        \"\"\"\n        prob = copy.deepcopy(x)\n        very_small_number = VERY_SMALL_NUMBER\n        np.array(zip(prob_parameters, rvs))\n        rv = None\n        prob = None\n        rv = None\n        return sum(np.log(log(prob)) + np.log(pdf(x)) for x in zip(prob_parameters, rvs))\n```"}
{"i": 488, "got": "```python\ndef get_next_value(sequence_name, initial_value, reset_value, *, nowait=False, using=None):\n    from models import Sequence\n\n    connection = getattr(router, db_for_write)\n    cursor = connection.cursor()\n\n    if reset_value is not None:\n        cursor.execute(UPSERT_QUERY, (sequence_name, initial_value))\n        last = cursor.fetchone()[0]\n    else:\n        cursor.execute(SELECT_FOR_UPDATE, (nowait,))\n        last = cursor.fetchone()[0]\n\n    sequence.objects.get_or_create(name=sequence_name, defaults={'last': last})\n    created = True\n\n    if reset_value is not None:\n        cursor.execute(SAVE, (sequence_name, initial_value))\n    else:\n        cursor.execute(SAVE, (sequence_name, last))\n\n    return last\n```"}
{"i": 489, "got": "```python\ndef check(self, final_line_count):\n    \"\"\"pass\"\"\"\n    self._lines_seen['version']\n    self._process_version_lines()\n    self._process_plan_lines(final_line_count)\n```\n\nThis Python function `check` takes an instance of a class and a final line count as arguments. It first accesses the 'version' attribute from `_lines_seen`, then calls `_process_version_lines` to process version lines, and finally calls `_process_plan_lines` with the provided final line count."}
{"i": 490, "got": "```python\ndef _process_version_lines(self):\n    \"\"\"pass\"\"\"\n    if len(self._lines_seen) > 1:\n        self._add_error(\"Multiple version lines appeared.\")\n    elif self._lines_seen.get('version') != '0.1':\n        self._add_error(\"The version must be on the first line.\")\n```"}
{"i": 491, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self._lines_seen = {}\n        self._add_error = lambda message: print(message)\n        self._plan_on_valid_line = lambda at_line, final_line_count: print(f\"Plan on line {at_line} is valid for the file with {final_line_count} lines.\")\n        self._expected_tests = 1\n        self._lines_seen['plan'] = 0\n\n    def _process_plan_lines(self, final_line_count):\n        if 'plan' not in self._lines_seen:\n            self._add_error(\"Missing a plan.\")\n            return None\n        if len(self._lines_seen['plan']) != 1:\n            self._add_error(\"Only one plan line is permitted per file.\")\n            return None\n        at_line = list(self._lines_seen['plan'])[0]\n        self._plan_on_valid_line(at_line, final_line_count)\n        expected_tests = self._expected_tests\n        lines_seen = self._lines_seen['plan']\n        if 'test' not in lines_seen:\n            self._add_error(\"A plan must appear at the beginning or end of the file.\")\n            return None\n        seen_tests = lines_seen['test']\n        if expected_tests != seen_tests:\n            self._add_error(f\"Expected {expected_count} tests but only {seen_count} ran.\")\n            return None\n        return None\n```"}
{"i": 492, "got": "```python\nclass _plan_on_valid_line:\n    def __init__(self, at_line, final_line_count):\n        self._lines_seen = {'version': '1', 'version': '0'}\n        if at_line == 1 and at_line == final_line_count:\n            return True\n        elif at_line == 2:\n            after_version = self._lines_seen['version']\n            if after_version == '1' or after_version == '0':\n                return True\n            else:\n                return False\n```"}
{"i": 493, "got": "```python\nclass MyClass:\n    def handle_bail(self, bail):\n        \"\"\"pass\"\"\"\n        self._add_error(f\"Bailed: {bail.reason}\")\n        self.format(bail)\n```\n\nIn this Python code, the bytecode disassembly represents a class `MyClass` with a method `handle_bail`. The method takes an argument `bail`, prints a message indicating that the operation has been bailed, and then formats the bail object."}
{"i": 494, "got": "```python\nclass Result:\n    pass\n\ndef handle_skipping_plan(self, skip_plan):\n    \"\"\"\n    pass\n    \"\"\"\n    directive = skip_plan.directive\n    text = skip_plan.text\n    skip_line = directive.text\n    self._suite.addTest(Adapter(self._filename, skip_line))\n```"}
{"i": 495, "got": "```python\ndef mptt_before_insert(mapper, connection, instance):\n    \"\"\"\n    pass\n    \"\"\"\n    table = _get_tree_table(mapper)\n    db_pk = getattr(instance, get_pk_column(mapper))\n    table_pk = getattr(table, 'c', {}).get('name')\n    tree_id = getattr(instance, 'parent_id', None)\n\n    if tree_id is not None:\n        left = instance.left\n        right = instance.right\n        level = getattr(instance, 'get_default_level', 0)\n        connection.scalar(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n        parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n        tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n    tree_id = parent_pos_right + 1\n\n    left = instance.left\n    right = instance.right\n    level = getattr(instance, 'get_default_level', 0)\n    connection.execute(select(func.max(table.c.tree_id)).where(table.c.c.name == table_pk))\n    parent_pos_left, parent_pos_right, parent_tree_id, parent_level = connection.fetchone()\n"}
{"i": 496, "got": "```python\ndef mptt_before_update(mapper, connection, instance):\n    node_id = getattr(instance, get_pk_name())\n    table = _get_tree_table(mapper)\n    db_pk = get_pk_column(instance)\n    default_level = get_default_level(instance)\n    table_pk = getattr(table, 'c', None)\n    mptt_move_inside = getattr(instance, 'mptt_move_inside', None)\n    left_sibling = getattr(instance, 'mptt_move_before', None)\n\n    if mptt_move_inside is not None:\n        return\n\n    right_sibling_left, right_sibling_right, right_sibling_parent, right_sibling_level, right_sibling_tree_id = _get_tree_nodes(mapper, instance, default_level)\n\n    if hasattr(instance, 'mptt_move_after'):\n        return\n\n    subtree = _get_subtree(mapper, connection, node_id)\n    left_sibling_tree_id = getattr(left_sibling, 'tree_id', None)\n\n    if left_sibling_tree_id is not None:\n        return\n\n    mptt_before_delete(mapper, connection, instance, False)\n\n    parent_id = getattr(instance, 'parent_id', None)\n    if parent_id is not None:\n        subtree = _get_subtree(mapper, connection, parent_id)\n        parent_pos_right = getattr(subtree, 'right_sibling_left', None)\n        parent_pos_left = getattr(subtree, 'left_sibling_right', None)\n        parent_tree_id = getattr(subtree, 'tree_id', None)\n        parent_level = getattr(subtree, 'level', None)\n\n        if parent_tree_id is not None:\n            return\n\n        node_size = right_sibling_right - right_sibling_left + 1\n        left_sibling = _get_tree_node(mapper, connection, left_sibling_tree_id, default_level)\n\n        if left_sibling is not None:\n            return\n\n        tree_id = getattr(instance, 'tree_id', None)\n        _insert_subtree(table, connection, node_size, right_sibling_left, right_sibling_right, parent_pos_left, parent_pos_right, subtree, parent_tree_id, parent_level, node_level, left_sibling)\n\n    mptt_before_delete(mapper, connection, instance, False)\n\n    tree_id = getattr(instance, 'tree_id', None)\n    _insert_subtree(table, connection, 1, right_sibling_left, right_sibling_right, None, None, subtree, tree_id, default_level, node_level, left_sibling)\n```"}
{"i": 497, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.instances = {}\n        self.session = None\n\n    def after_flush_postexec(self, session, context):\n        pass\n\n    def get_parent_value(self, instance):\n        return None\n\n    def discard(self, parent):\n        pass\n\n    def expire(self, parent):\n        pass\n\n    def expire_session_for_children(self, session, instance):\n        pass\n```"}
{"i": 498, "got": "```python\ndef is_ancestor_of(self, other, inclusive):\n    \"\"\"\n    pass\n    \"\"\"\n    if inclusive:\n        return self.tree_id == other.tree_id and (self.left <= other.left and self.right >= other.right)\n    else:\n        return self.tree_id == other.tree_id and (self.left < other.left or self.right > other.right)\n```"}
{"i": 499, "got": "```python\nclass Session:\n    def __init__(self):\n        pass\n\n    def add(self, obj):\n        pass\n\ndef move_inside(self, parent_id):\n    \"\"\"\n    pass\n    \"\"\"\n    session = self.session\n    self.parent_id = parent_id\n    self.mptt_move_inside = parent_id\n    session.add(self)\n```"}
{"i": 500, "got": "```python\nclass Session:\n    def __init__(self):\n        pass\n\n    def add(self, node_id):\n        pass\n\ndef move_after(self, node_id):\n    \"\"\"\n    pass\n    \"\"\"\n    session = self.session\n    self.parent_id = self.parent_id\n    self.mptt_move_after = node_id\n    session.add(node_id)\n```"}
{"i": 501, "got": "```python\nclass LBRYAPI:\n    def __init__(self, request_id):\n        self.request_id = request_id\n\n    @staticmethod\n    def make_request(cls, url, method, params, basic_auth, timeout):\n        params = params or {}\n        params['request_id'] = cls.request_id + 1\n        data = {\n            'method': method,\n            'params': params,\n            'jsonrpc': '2.0',\n            'id': params.get('id', None)\n        }\n        headers = {\n            'Content-Type': 'application/json-rpc',\n            'user-agent': 'LBRY python3-api'\n        }\n        response = requests.post(url, data=json.dumps(data), headers=headers, auth=basic_auth, timeout=timeout)\n        if response.status_code == 200:\n            return response.json()\n        else:\n            raise LBRYUtils.LBRYException(f'POST Request made to LBRY received an error: {response.status_code}')\n\n    def prepare(self):\n        pass\n\n    def send(self, prepared):\n        pass\n\n    def json(self):\n        pass\n```"}
{"i": 502, "got": "```python\ndef adjust_status(info):\n    \"\"\"\n    pass\n    \"\"\"\n    modified_info = deepcopy(info)\n    modified_info.update(get_nearest_by_numeric_key(status_map, int(info['level'])))\n    modified_info.update(get_nearest_by_numeric_key(status_map, int(info['level2'])))\n    return tuple(modified_info.items())\n```"}
{"i": 503, "got": "```python\nclass StatusByCoordinates:\n    def __init__(self):\n        self.raw_cdc_data = None\n        self.nearest_by_coordinates = None\n\n    async def status_by_coordinates(self, latitude, longitude):\n        cdc_data = await self.raw_cdc_data\n        nearest = await self.nearest_by_coordinates(latitude, longitude)\n        adjust_status(cdc_data, nearest)\n\ndef adjust_status(cdc_data, nearest):\n    state = cdc_data['state']\n    name = cdc_data['name']\n    address = cdc_data['address']\n    # Additional logic to adjust status based on latitude and longitude\n```"}
{"i": 504, "got": "```python\nclass state:\n    def __init__(self):\n        self.raw_cdc_data = None\n        self.items = None\n\n    @staticmethod\n    def status_by_state(self, state):\n        # pass\n        gen = self.status_by_state_generator(state)\n        for item in gen:\n            yield item\n\n    def status_by_state_generator(self, state):\n        while True:\n            raw_cdc_data = self.raw_cdc_data\n            items = self.items\n            if not (raw_cdc_data and items):\n                break\n            for k, v in items.items():\n                if k in raw_cdc_data:\n                    yield v\n\n    @staticmethod\n    def adjust_status(info):\n        # pass\n        return info\n```"}
{"i": 505, "got": "```python\nclass insert:\n    def __init__(self, self, **kwargs):\n        pass\n\n    def is_valid(self):\n        return True\n\n    def before_insert(self):\n        pass\n\n    def insert_one(self, self, _document):\n        self._document['_id'] = None\n        self.after_insert()\n\n    def after_insert(self):\n        pass\n\n    @property\n    def errors(self):\n        return []\n```"}
{"i": 506, "got": "```python\nclass DocumentNotFoundError(Exception):\n    def __init__(self, document):\n        self.document = document\n\nclass UnidentifiedDocumentError(Exception):\n    def __init__(self, document):\n        self.document = document\n\ndef update(self, **kwargs):\n    \"\"\"pass\"\"\"\n    if not self.is_valid:\n        raise DocumentNotFoundError('_id' in self._document)\n    \n    to_update = {k: v for k, v in kwargs.items() if k != '_id'}\n    \n    before = None\n    if hasattr(self, 'before_update'):\n        before = getattr(self, 'before_update')(to_update)\n    \n    if before is not None:\n        return before\n    \n    self._document.update(to_update)\n    \n    after = None\n    if hasattr(self, 'after_update'):\n        after = getattr(self, 'after_update')(to_update)\n    \n    return after\n```"}
{"i": 507, "got": "```python\nclass Document:\n    def __init__(self, _id=None, _document=None):\n        self._id = _id\n        self._document = _document\n\n    def is_valid(self):\n        return True\n\n    def find_one(self, **kwargs):\n        if '_id' in kwargs and self._id == kwargs['_id']:\n            return {'_id': self._id, 'document': self._document}\n        return None\n\n    def before_delete(self):\n        pass\n\n    def delete_one(self):\n        pass\n\n    def after_delete(self):\n        pass\n```"}
{"i": 508, "got": "```python\ndef find_one(cls, filter, *args, **kwargs):\n    pass\n```"}
{"i": 509, "got": "```python\ndef find(cls, *args, **kwargs):\n    pass\n```"}
{"i": 510, "got": "```python\nclass aggregate:\n    def __init__(self, cls, pipeline, **kwargs):\n        pass\n```"}
{"i": 511, "got": "```python\ndef fn():\n    in_file = open('fn', 'r')\n    for line in in_file:\n        yield line.strip()\n\nin_file = lambda self, fn: (line.strip() for line in open(fn, 'r'))\n```"}
{"i": 512, "got": "```python\nclass FileLine:\n    def __init__(self, line):\n        self.line = line\n\nclass Statement:\n    def __init__(self, location, start, filename):\n        self.location = location\n        self.start = start\n        self.filename = filename\n\ndef at_line(self, line):\n    num = line.num\n    in_file = self.NULL | self.in_file\n    for stmt in in_file:\n        if stmt.location.start.line == num:\n            yield 1\n```"}
{"i": 513, "got": "```python\nclass ParagraphWrapper:\n    def __init__(self, width):\n        self.width = width\n\n    def wrap(self, text):\n        # Placeholder for the actual wrapping logic\n        return text\n\ndef wrap(text, width, **kwargs):\n    \"\"\"pass\"\"\"\n    w = ParagraphWrapper(width)\n    return w.wrap(text)\n```"}
{"i": 514, "got": "```python\nclass ParagraphWrapper:\n    def __init__(self, width):\n        self.width = width\n\n    def fill(self, text):\n        return text\n```\n\nThis Python code defines a class `ParagraphWrapper` with an instance method `fill` that takes a string `text` and returns it as is. The `__init__` method initializes the `width` attribute of the class."}
{"i": 515, "got": "```python\ndef split(cls, text):\n    \"\"\"pass\"\"\"\n    cls.parasep_re = None\n    result = []\n    line = None\n\n    for line in text.split():\n        line = line.strip()\n        if line:\n            result.append(line)\n\n    return result\n```"}
{"i": 516, "got": "```python\ndef wrap(self, text):\n    \"\"\"pass\"\"\"\n    lines = []\n    linewrap = partial(textwrap.TextWrapper().wrap, self)\n    para = split(text)\n    for line in para:\n        lines.extend(linewrap(line))\n        lines.append('')\n    lines[-1] = None\n    return lines\n```"}
{"i": 517, "got": "```python\ndef getSenderNumberMgtURL(self, CorpNum, UserID):\n    \"\"\"pass\"\"\"\n    result = self._httpget('/FAX/?TG=SENDER', CorpNum, UserID)\n    return result.url\n```"}
{"i": 518, "got": "```python\nclass UnitCost:\n    def getUnitCost(self, CorpNum):\n        \"\"\"\n        pass\n        \"\"\"\n        self._httpget = None  # Assuming _httpget is a method or attribute of the class\n        result = self._httpget('/FAX/UnitCost', CorpNum)\n        return int(result.unitCost)\n```"}
{"i": 519, "got": "```python\nclass FaxResult:\n    def __init__(self, corp_num, receipt_num, user_id):\n        self.corp_num = corp_num\n        self.receipt_num = receipt_num\n        self.user_id = user_id\n\n    @staticmethod\n    def get_fax_result(corp_num, receipt_num, user_id):\n        # Simulate a HTTP GET request to fetch fax result\n        if receipt_num != \"valid_receipt_number\":\n            raise PopbillException(-99999999, \"\uc811\uc218\ubc88\ud638\uac00 \uc62c\ubc14\ub974\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.\")\n        \n        return FaxResult(corp_num, receipt_num, user_id)\n```"}
{"i": 520, "got": "```python\nclass PopbillException(Exception):\n    def __init__(self, code, message):\n        self.code = code\n        self.message = message\n\ndef getFaxResultRN(self, CorpNum, RequestNum, UserID):\n    \"\"\"\n    pass\n    \"\"\"\n    if not RequestNum:\n        raise PopbillException(-99999999, '\uc694\uccad\ubc88\ud638\uac00 \uc785\ub825\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4.')\n    url = f'/FAX/Get/{RequestNum}/{CorpNum}/{UserID}'\n    return self._httpget(url)\n```"}
{"i": 521, "got": "```python\nclass FaxReceiver:\n    def __init__(self, receiveNum, receiveName):\n        self.receiveNum = receiveNum\n        self.receiveName = receiveName\n\ndef sendFax(self, CorpNum, SenderNum, ReceiverNum, ReceiverName, FilePath, ReserveDT, UserID, SenderName, adsYN, title, RequestNum):\n    receivers = []\n    receivers.append(FaxReceiver(ReceiverNum, ReceiverName))\n    self.sendFax_multi(CorpNum, SenderNum, receivers, FilePath, ReserveDT, UserID, SenderName, adsYN, title, RequestNum)\n```\n\nThis Python code defines a class `FaxReceiver` and a method `sendFax` that takes several parameters. The `sendFax` method creates an instance of `FaxReceiver`, appends it to the `receivers` list, and then calls another method `sendFax_multi` with the provided parameters."}
{"i": 522, "got": "```python\nclass PopbillException(Exception):\n    def __init__(self, code, message):\n        self.code = code\n        self.message = message\n\nclass FaxReceiver:\n    pass\n\nclass File:\n    def __init__(self, name, fileData):\n        self.name = name\n        self.fileData = fileData\n\ndef _stringtify(data):\n    return str(data)\n\ndef _httppost_files(url, postData, files, CorpNum, UserID):\n    # Implementation of the HTTP POST files function\n    pass\n\nclass sendFax_multi:\n    def __init__(self, CorpNum, SenderNum, Receiver, FilePath, ReserveDT, UserID, SenderName, adsYN, title, RequestNum):\n        self.CorpNum = CorpNum\n        self.SenderNum = SenderNum\n        self.Receiver = Receiver\n        self.FilePath = FilePath\n        self.ReserveDT = ReserveDT\n        self.UserID = UserID\n        self.SenderName = SenderName\n        self.adsYN = adsYN\n        self.title = title\n        self.RequestNum = RequestNum\n\n    def sendFax(self):\n        if not self.SenderNum:\n            raise PopbillException(-99999999, '\ubc1c\uc2e0\uc790 \ubc88\ud638\uac00 \uc785\ub825\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4.')\n        if not self.Receiver:\n            raise PopbillException(-99999999, '\uc218\uc2e0\uc790 \uc815\ubcf4\uac00 \uc785\ub825\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4.')\n\n        if not isinstance(self.Receiver, FaxReceiver) and not isinstance(self.Receiver, list):\n            raise PopbillException(-99999999, \"'Receiver' argument type error. 'FaxReceiver' or List of 'FaxReceiver'.\")\n        \n        if not self.FilePath:\n            raise PopbillException(-99999999, '\ubc1c\uc2e0 \ud30c\uc77c\uacbd\ub85c\uac00 \uc785\ub825\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4.')\n        if not isinstance(self.FilePath, str) and not isinstance(self.FilePath, list):\n            raise PopbillException(-99999999, '\ubc1c\uc2e0 \ud30c\uc77c\uc740 \ud30c\uc77c\uacbd\ub85c \ub610\ub294 \uacbd\ub85c\ubaa9\ub85d\ub9cc \uc785\ub825 \uac00\ub2a5\ud569\ub2c8\ub2e4.')\n\n        if len(self.FilePath) < 1 or len(self.FilePath) > 20:\n            raise PopbillException(-99999999, '\ud30c\uc77c\uc740 1\uac1c \uc774\uc0c1, 20\uac1c \uae4c\uc9c0 \uc804\uc1a1 \uac00\ub2a5\ud569\ub2c8\ub2e4.')\n\n        if not isinstance(self.SenderNum, str):\n            raise PopbillException(-99999999, \"'SenderNum' argument type error. String.\")\n        \n        if not isinstance(self.SenderName, str):\n            raise PopbillException(-99999999, \"'SenderName' argument type error. String.\")\n\n        postData = {\n            'snd': self.SenderNum,\n            'sndnm': self.SenderName,\n            'fCnt': len(self.FilePath),\n            'rcvs': self.Receiver,\n            'sndDT': self.ReserveDT,\n            'title': self.title,\n            'requestNum': self.RequestNum\n        }\n\n        files = [\n            File('file', open(filePath, 'rb'))\n            for filePath in self.FilePath\n        ]\n\n        result = _httppost_files('/FAX', postData, files, self.CorpNum, self.UserID)\n\n        return result.receiptNum\n```"}
{"i": 523, "got": "```python\ndef model_node(**kwargs):\n    \"\"\"pass\"\"\"\n    kwargs = kwargs.copy()\n    decorator = model_node.decorator(model)\n    return decorator\n\nclass ModelType:\n    pass\n```"}
{"i": 524, "got": "```python\nclass StatusByCoordinates:\n    def __init__(self):\n        self.nearest_by_coordinates = None\n\n    def status_by_coordinates(self, latitude, longitude):\n        while True:\n            result = self.nearest_by_coordinates(latitude, longitude)\n            if result is not None:\n                return result\n            yield 2\n```"}
{"i": 525, "got": "```python\ndef zip_code():\n    status_by_zip = dict(status_by_zip=None)\n    return None\n\ndef status_by_zip(self, zip_code):\n    with self.user_reports:\n        for location in self.status_by_coordinates(zip_code):\n            latitude = float(location['latitude'])\n            longitude = float(location['longitude'])\n            yield 3\n            yield 2\n    raise StopIteration()\n\n@staticmethod\ndef status_by_coordinates(zip_code):\n    # This is a placeholder for the actual implementation of status_by_coordinates\n    return [{'zip': '12345'}]\n```"}
{"i": 526, "got": "```python\ndef print_request(request):\n    \"\"\"pass\"\"\"\n    print('{}\\n{}\\n{}\\n\\n{}'.format(\n        '-----------START-----------',\n        request.method,\n        request.url,\n        '\\n'\n    ))\n    for k, v in request.headers.items():\n        print('{}: {}'.format(k, v))\n    print(request.body)\n```"}
{"i": 527, "got": "```python\ndef filter_validate_schemas(get_response, params):\n    \"\"\"pass\"\"\"\n    get_response = get_response.__closure__[0]\n    _convert_params = _convert_params.__closure__[0]\n    request_schema = request_schema.__closure__[0]\n\n    def _convert_params(schema, data):\n        for sc in schema.fields:\n            if sc.serialized_name is not None:\n                continue\n            name = getattr(sc, 'name')\n            val = getattr(data, name)\n            if val is not None:\n                break\n        else:\n            return None\n\n        if hasattr(request_schema, 'body'):\n            val = deepcopy(val)\n            setattr(data, 'body', val)\n\n        if hasattr(request_schema, 'params'):\n            val = deepcopy(val)\n            setattr(data, 'params', val)\n\n    def decorated_filter(request, *args, **kwargs):\n        data = CIDict(request.headers, request.app.router.get(request), RequestParameters(request.args))\n        model = None\n        try:\n            model = request_schema.body if hasattr(request_schema, 'body') else request_schema.params\n            request.validated = request_schema.validate(model)\n            request.validated = request_schema.to_native(request.validated)\n        except BaseError as e:\n            model = None\n            e = ValidationErrors(e, request_schema.to_primitive(e))\n            raise e\n        finally:\n            get_response(request, args, kwargs)\n\n    return decorated_filter\n```"}
{"i": 528, "got": "```python\ndef filter_validate_response(get_response, params):\n    \"\"\"pass\"\"\"\n    get_response = get_response.__closure__[0]\n    schema = get_response.__closure__[1]\n\n    def decorated_filter(request, *args, **kwargs):\n        copy_free_vars(2)\n        yield from get_response(request, *args, **kwargs)\n\n    return decorated_filter\n\ndef filter_validate_response(params):\n    \"\"\"pass\"\"\"\n    get_response = params.get('get')\n    schema = params.get('schema')\n\n    def decorated_filter(request, *args, **kwargs):\n        copy_free_vars(2)\n        yield from get_response(request, *args, **kwargs)\n\n    return decorated_filter\n```"}
{"i": 529, "got": "```python\ndef _write_int(fname, data, append):\n    \"\"\"pass\"\"\"\n    pexdoc.exh(NULL|self + addex)\n    ValueError('There is no data to save to file')\n    fos_ex = OSError('File *[fname]* could not be created: *[reason]*')\n    pmisc.make_dir(fname)\n    if append:\n        mode = 'w'\n    else:\n        mode = 'a'\n    sys.hexversion < 50331648 and (file_handle := open(fname, mode)) or (file_handle := open(fname, mode, newline=''))\n    csv.writer(file_handle).writerows(data)\n    file_handle.close()\n```"}
{"i": 530, "got": "```python\ndef revdocs2reverts(rev_docs, radius, use_sha1, resort, verbose):\n    \"\"\"pass\"\"\"\n    page_rev_docs = groupby(rev_docs, lambda rd: (rd['page'], rd['timestamp']))\n    for page_doc, rev_docs in page_rev_docs:\n        if verbose:\n            sys.stderr.write(f\"(sorting) {page_doc[0]}: '{page_doc[1]}' field not found in {page_doc[0]}\\n\")\n        detector = Detector(radius)\n        checksum = None\n        if use_sha1:\n            text_bytes = bytes(rd['text'], 'utf8').replace(b'text', b'')\n            checksum = hashlib.sha1(text_bytes).digest()\n        revert = detector.process(checksum, rd)\n        yield revert\n\ndef revdocs2reverts.<locals>.<lambda>(rd):\n    return rd.get('page')\n\ndef revdocs2reverts.<locals>.<lambda>(r):\n    return (r['timestamp'], r['id'])\n```"}
{"i": 531, "got": "```python\ndef dsort(fname, order, has_header, frow, ofname):\n    \"\"\"\n    pass\n    \"\"\"\n    obj = CsvFile(fname, has_header, frow)\n    obj.dsort(order)\n    obj.write(ofname, header=False)\n```\n\nIn this Python 3.12 bytecode disassembly, the original source code is provided in the docstring and the function body."}
{"i": 532, "got": "```python\ndef main():\n    pass\n\n@asyncio.coroutine\nasync def client_session():\n    logging.basicConfig(level=logging.INFO)\n    websession = ClientSession()\n    await websession.get(None)\n\n@asyncio.coroutine\nasync def status_by_coordinates(latitude, longitude):\n    logging.info('User data by latitude/longitude (%s, %s): %s', latitude, longitude, await websession.get(None))\n\n@asyncio.coroutine\nasync def status_by_zip(zip_code):\n    logging.info('User data by ZIP code (%s): %s', zip_code, await websession.get(None))\n\n@asyncio.coroutine\nasync def status_by_coordinates(latitude, longitude):\n    logging.info('CDC data by latitude/longitude (%s, %s): %s', latitude, longitude, await websession.get(None))\n\n@asyncio.coroutine\nasync def status_by_state(state):\n    logging.info('CDC data by state name (%s): %s', state, await websession.get(None))\n```"}
{"i": 533, "got": "```python\ndef call(cls, method, params, timeout):\n    \"\"\"pass\"\"\"\n    if params is not None:\n        params = []\n    cls.make_request(SERVER_ADDRESS, method, params, timeout)\n```\n\nThis Python function `call` takes four parameters: `cls`, `method`, `params`, and `timeout`. It first checks if the `params` parameter is not `None`. If it's not `None`, it initializes an empty list. Then, it calls the `make_request` method of the class `cls` with the server address, method, parameters, and timeout as arguments."}
{"i": 534, "got": "```python\ndef concatenate(fname1, fname2, dfilter1, dfilter2, has_header1, has_header2, frow1, frow2, ofname, ocols):\n    \"\"\"\n    pass\n    \"\"\"\n    iro = pexdoc.exh.addex(RuntimeError, 'Files have different number of columns')\n    iom = pexdoc.exh.addex(RuntimeError, 'Number of columns in data files and output columns are different')\n\n    obj1 = CsvFile(fname1, dfilter1, has_header1, frow1)\n    obj2 = CsvFile(fname2, dfilter2, has_header2, frow2)\n\n    if ofname is not None:\n        ofname = ofname\n    else:\n        ofname = fname1\n\n    ocols = ocols or [obj1.cfilter[0], obj2.cfilter[0]]\n\n    if has_header1:\n        obj1.header()\n    if has_header2:\n        obj2.header()\n\n    data = obj1.data(filtered=True) + obj2.data(filtered=True)\n\n    write(ofname, data, append=False)\n```"}
{"i": 535, "got": "```python\ndef GET(self, uri, methods, host, strict_slashes, stream, version, name, **kwargs):\n    pass\n\nclass resource:\n    def __init__(self, uri, methods, host, strict_slashes, stream, version, name, **kwargs):\n        self.resources = {}\n        self.resources[uri] = FutureRoute(handler)\n\n    @staticmethod\n    def decorator(handler):\n        return handler\n```"}
{"i": 536, "got": "```python\ndef add_resource(self, handler, uri, methods, host, strict_slashes, version, name, **kwargs):\n    pass\n```"}
{"i": 537, "got": "```python\ndef fn():\n    in_file = open('fn', 'r')\n    logger.debug(f\"finding insertion points in file: {in_file.name}\")\n    __file_insertions = {}\n    for line in in_file:\n        if 'insertion point' in line:\n            __file_insertions[line.strip()] = True\n    return (yield from __file_insertions)\n\ndef in_file(self, fn):\n    logger.debug(f\"finding insertion points in file: {fn}\")\n    __file_insertions = {}\n    for line in open(fn, 'r'):\n        if 'insertion point' in line:\n            __file_insertions[line.strip()] = True\n    return (yield from __file_insertions)\n```"}
{"i": 538, "got": "```python\nclass FileLine:\n    def __init__(self, filename, num):\n        self.filename = filename\n        self.num = num\n\nclass InsertionPoint:\n    def __init__(self, location, line):\n        self.location = location\n        self.line = line\n\ndef at_line(self, line):\n    logger.debug(f\"finding insertion points at line: {line}\")\n    for ins in self.in_file(filename):\n        logger.debug(f\"found insertion point at line [{ins.location}]: {ins.line}\")\n        yield 1\n```"}
{"i": 539, "got": "```python\ndef _doAtomicFileCreation(filePath):\n    \"\"\"pass\"\"\"\n    with open(filePath, 'w') as f:\n        pass\n    return True\n```"}
{"i": 540, "got": "```python\ndef findNextFile(folder, prefix, suffix, fnameGen, base, maxattempts):\n    pass\n```"}
{"i": 541, "got": "```python\nimport argparse\nimport os\nimport sys\n\ndef findNextFile(args):\n    base = args.base\n    max_attempts = args.max_attempts\n    folder = args.folder\n    prefix = args.prefix\n    suffix = args.suffix\n\n    for i in range(base, base + max_attempts):\n        file_name = f\"{folder}/{prefix}{i:03d}{suffix}\"\n        if not os.path.exists(file_name):\n            return file_name\n    return None\n\ndef write(file_path, content):\n    with open(file_path, 'w') as file:\n        file.write(content)\n\ndef main():\n    parser = argparse.ArgumentParser(description='Finds the next available file-name in a sequence.')\n    parser.add_argument('--prefix', help='Prefix for the sequence of files.', default='')\n    parser.add_argument('--suffix', help='Suffix for the sequence of files.', default='.txt')\n    parser.add_argument('folder', help='The folder where the file will be created.')\n    parser.add_argument('-m', '--max-attempts', type=int, help='Number of attempts to make before giving up.', default=10)\n    parser.add_argument('-b', '--base', type=int, help='From where to start counting (default: 0).', default=0)\n\n    args = parser.parse_args()\n\n    try:\n        next_file = findNextFile(args)\n        if next_file:\n            write(next_file, '\\n')\n        else:\n            print(f\"Error: No available file found after {args.max_attempts} attempts.\", file=sys.stderr)\n            sys.exit(1)\n    except OSError as e:\n        print(f\"Error: {e}\", file=sys.stderr)\n        sys.exit(e.errno)\n\nif __name__ == '__main__':\n    main()\n```"}
{"i": 542, "got": "```python\ndef _errstr(value):\n    \"\"\"pass\"\"\"\n    return str(value)[len(str(value)) - MAX_ERROR_STR_LEN:] if len(str(value)) > MAX_ERROR_STR_LEN else None\n```"}
{"i": 543, "got": "```python\ndef _getStrippedValue(value, strip):\n    \"\"\"pass\"\"\"\n    if strip is not None:\n        return getattr(value, strip)\n    else:\n        return getattr(value, strip, False)\n```"}
{"i": 544, "got": "```python\ndef _raiseValidationException(standard_exc_msg, custom_exc_msg):\n    \"\"\"pass\"\"\"\n    if custom_exc_msg is not None:\n        raise ValidationException(str(standard_exc_msg) + str(custom_exc_msg))\n    else:\n        raise ValidationException(str(standard_exc_msg))\n```"}
{"i": 545, "got": "```python\ndef _prevalidationCheck(value, blank, strip, allowlistRegexes, blocklistRegexes, excMsg):\n    \"\"\"pass\"\"\"\n    if blank and not value:\n        raise ValueError(excMsg)\n    value = _getStrippedValue(value, strip)\n    if allowlistRegexes:\n        for regex in allowlistRegexes:\n            if isinstance(regex, str) and re.search(regex, value, re.IGNORECASE):\n                return True\n    if blocklistRegexes:\n        for blocklistRegexItem in blocklistRegexes:\n            if isinstance(blocklistRegexItem, str) and re.search(blocklistRegexItem, value, re.IGNORECASE):\n                raise ValueError(response)\n    return False\n\ndef _getStrippedValue(value, strip):\n    \"\"\"pass\"\"\"\n    if strip:\n        return value.strip()\n    return value\n\nDEFAULT_BLOCKLIST_RESPONSE = \"Blocked by the system.\"\n```"}
{"i": 546, "got": "```python\ndef _validateGenericParameters(blank, strip, allowlistRegexes, blocklistRegexes):\n    \"\"\"pass\"\"\"\n    if not isinstance(blank, bool):\n        raise PySimpleValidateException('blank argument must be a bool')\n    if not isinstance(strip, bool) or strip is None:\n        raise PySimpleValidateException('strip argument must be a bool, None, or str')\n    allowlistRegexes = allowlistRegexes or []\n    for response in allowlistRegexes:\n        if not isinstance(response, (str, tuple)):\n            raise PySimpleValidateException('allowlistRegexes must be a sequence of regex_strs')\n        if isinstance(response, tuple):\n            if len(response) != 2:\n                raise PySimpleValidateException('blocklistRegexes must be a sequence of (regex_str, str) tuples or regex_strs')\n            if not isinstance(response[0], str) or not isinstance(response[1], str):\n                raise PySimpleValidateException('blocklistRegexes must be a sequence of (regex_str, str) tuples or regex_strs')\n    blocklistRegexes = blocklistRegexes or []\n    for response in blocklistRegexes:\n        if not isinstance(response, (str, tuple)):\n            raise PySimpleValidateException('blocklistRegexes must be a sequence of regex_strs')\n        if isinstance(response, tuple):\n            if len(response) != 2:\n                raise PySimpleValidateException('blocklistRegexes must be a sequence of (regex_str, str) tuples or regex_strs')\n            if not isinstance(response[0], str) or not isinstance(response[1], str):\n                raise PySimpleValidateException('blocklistRegexes must be a sequence of (regex_str, str) tuples or regex_strs')\n```"}
{"i": 547, "got": "```python\ndef _validateParamsFor_validateNum(min=None, max=None, lessThan=None, greaterThan=None):\n    \"\"\"pass\"\"\"\n    if min is not None and max is not None:\n        raise PySimpleValidateException('only one argument for min or greaterThan can be passed, not both')\n    elif max is not None and lessThan is not None:\n        raise PySimpleValidateException('only one argument for max or lessThan can be passed, not both')\n    elif min is not None and max is not None:\n        if min > max:\n            raise PySimpleValidateException('the min argument must be less than or equal to the max argument')\n    elif min is not None and lessThan is not None:\n        if min >= lessThan:\n            raise PySimpleValidateException('the min argument must be less than the lessThan argument')\n    elif max is not None and greaterThan is not None:\n        if max <= greaterThan:\n            raise PySimpleValidateException('the max argument must be greater than the greaterThan argument')\n    return (min, max, lessThan, greaterThan)\n```"}
{"i": 548, "got": "```python\ndef filter_transform_response(get_response, params):\n    \"\"\"pass\"\"\"\n    get_response = get_response.__closure__[0]\n    decorated_filter = get_response.decorated_filter\n\n    def decorated_filter(request, *args, **kwargs):\n        with get_response:\n            response = yield from decorated_filter(request, *args, **kwargs)\n            if not isinstance(response, (HTTPResponse, Response)):\n                raise TypeError(\"response must be an instance of HTTPResponse or Response\")\n            return response\n```"}
{"i": 549, "got": "```python\nclass initialize:\n    def __init__(self, maxsize, history):\n        self.maxsize = int(maxsize)\n        self.history = deque(history)\n\n    def insert(self, key, value):\n        if len(self.history) >= self.maxsize:\n            self.history.popleft()\n        self.history.append((key, value))\n```"}
{"i": 550, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.history = []\n        self.maxsize = 10\n\n    def insert(self, key, value):\n        if len(self.history) >= self.maxsize:\n            old_key, old_value = self.history[0]\n            del self.history[0]\n        self.history.append((key, value))\n\n    def __getitem__(self, key):\n        return self.history[key]\n\n    def __setitem__(self, key, value):\n        if key in self.history:\n            old_key, old_value = self.history.pop(key)\n            del self.history[0]\n        self.history.append((key, value))\n```"}
{"i": 551, "got": "```python\nclass up_to:\n    def __init__(self, key):\n        self.history = reversed(self.key)\n\n    def __iter__(self):\n        return self\n\n    def __next__(self):\n        try:\n            okey, ovalue = next(self.history)\n            if okey == self.key:\n                yield None\n            else:\n                return ovalue\n        except StopIteration:\n            raise StopIteration(\"Stop iteration error\")\n\n# Example usage:\nup_to_instance = up_to('example_key')\nfor value in up_to_instance:\n    print(value)\n```"}
{"i": 552, "got": "```python\ndef check(session, rev_id, page_id, radius, before, window, rvprop):\n    \"\"\"\n    pass\n    \"\"\"\n    rev_id = int(rev_id)\n    radius = int(radius)\n    if radius < 1:\n        raise TypeError('invalid radius.  Expected a positive integer.')\n    if page_id is not None:\n        page_id = int(page_id)\n    if before is not None:\n        before = Timestamp(before)\n    if rvprop is not None:\n        rvprop = set(rvprop)\n    current_and_past_revs = list(n_edits_before(session, rev_id, page_id, radius))\n    if len(current_and_past_revs) < 1:\n        raise KeyError('Revision {0} not found in page {1}.')\n    past_revs = current_and_past_revs[-1]\n    current_rev = current_and_past_revs[0]\n    if window is not None:\n        before = Timestamp(current_rev.timestamp + window)\n    future_revs = build_revert_tuple(rev_id, past_revs, current_rev, future_revs, radius)\n    return future_revs\n```"}
{"i": 553, "got": "```python\ndef check_deleted(session, rev_id, title, timestamp, radius, before, window, rvprop):\n    \"\"\"\n    pass\n    \"\"\"\n    if not isinstance(radius, int) or radius <= 0:\n        raise TypeError('invalid radius.  Expected a positive integer.')\n    \n    if title is None:\n        title = None\n    \n    if before is None:\n        before = None\n    \n    if rvprop is None:\n        rvprop = set()\n    \n    title = str(title)\n    \n    if before is not None:\n        before = Timestamp(before)\n    \n    current_and_past_revs = list(get_deleted_title_and_timestamp(session, rev_id))\n    \n    if len(current_and_past_revs) < 1:\n        raise KeyError(f'Revision {rev_id} not found in page {title}.')\n    \n    past_revs = current_and_past_revs[-1]\n    current_rev = current_and_past_revs[0]\n    \n    if window is None:\n        before = Timestamp(current_rev.timestamp)\n    else:\n        before = Timestamp(current_rev.timestamp + window)\n    \n    future_revs = build_revert_tuple(rev_id, past_revs, current_rev, future_revs, radius)\n    \n    return future_revs\n```"}
{"i": 554, "got": "```python\ndef get_commits(repo_dir, old_commit, new_commit, hide_merges):\n    \"\"\"pass\"\"\"\n    repo = Repo(repo_dir)\n    commits = list(repo.iter_commits('{0}..{1}'.format(old_commit, new_commit), rev=True))\n    if not hide_merges:\n        return [commit.summary for commit in commits if not commit.startswith('Merge ')]\n    else:\n        return [commit.summary for commit in commits]\n```"}
{"i": 555, "got": "```python\ndef get_commit_url(repo_url):\n    \"\"\"pass\"\"\"\n    if 'github.com' in repo_url:\n        return repo_url.split('/')[-2]\n    elif 'git.openstack.org' in repo_url:\n        uri = '/'.join(repo_url.split('/')[3:])\n        return f'https://github.com/{uri}'\n    else:\n        return None\n```"}
{"i": 556, "got": "```python\nimport os\n\nclass Repo:\n    def __init__(self, repo_dir):\n        self.repo_dir = repo_dir\n\n    def checkout(self, commit):\n        # Implementation of checkout method\n        pass\n\ndef glob(pattern):\n    # Implementation of glob function\n    pass\n\ndef format(value):\n    # Implementation of format function\n    return value.format(osa_repo_dir)\n\ndef append(d, key, value):\n    # Implementation of append method\n    d[key] = value\n\ndef normalize_yaml(data):\n    # Implementation of normalize_yaml function\n    return data\n\ndef get_projects(osa_repo_dir, commit):\n    repo = Repo(osa_repo_dir)\n    repo.checkout(commit)\n    yaml_files = glob(f'{osa_repo_dir}/playbooks/defaults/repo_packages/*.yml')\n    yaml_parsed = []\n    for yaml_file in yaml_files:\n        with open(yaml_file, 'r') as f:\n            yaml_data = load(f)\n            yaml_parsed.append(normalize_yaml(yaml_data))\n    merged_dicts = {}\n    for d in yaml_parsed:\n        for k, v in d.items():\n            if k not in merged_dicts:\n                merged_dicts[k] = v\n            else:\n                merged_dicts[k].update(v)\n    return merged_dicts\n\ndef main():\n    osa_repo_dir = 'path/to/osa_repo'\n    commit = 'commit_hash'\n    result = get_projects(osa_repo_dir, commit)\n    print(result)\n\nif __name__ == \"__main__\":\n    main()\n```"}
{"i": 557, "got": "```python\ndef checkout(repo, ref):\n    \"\"\"\n    pass\n    \"\"\"\n    if ref in repo.branches:\n        log.info(f\"Removing local branch {ref} for repo {repo}\")\n        repo.git.reset(ref, hard=True)\n        repo.git.delete_head(ref, force=True)\n    else:\n        log.info(f\"Checkout out repo {repo} to ref {ref}\")\n        repo.git.checkout(ref)\n        repo.git.reset(hard=True)\n        repo.git.delete_head(ref, force=True)\n\n    sha = repo.head.commit.hexsha\n    log.info(f\"Current SHA for repo {repo} is {sha}\")\n\n    return None\n```"}
{"i": 558, "got": "```python\nimport os\nimport yaml\n\nclass Repo:\n    def __init__(self, dir):\n        self.dir = dir\n\n    def checkout(self, commit):\n        # Implementation of checkout method\n        pass\n\ndef log(info):\n    # Implementation of log method\n    pass\n\ndef format(template, *args):\n    # Implementation of format method\n    return template.format(*args)\n\ndef normalize_yaml(data):\n    # Implementation of normalize_yaml method\n    return data\n\ndef get_roles(osa_repo_dir, commit, role_requirements):\n    doc = 'pass'\n    repo = Repo(osa_repo_dir)\n    repo.checkout(commit)\n    log.info('Looking for file {f} in repo {r}'.format(f='file_name', r=repo.dir))\n    filename = os.path.join(repo.dir, 'role_requirements.yaml')\n    with open(filename, 'r') as f:\n        roles_yaml = yaml.load(f)\n    normalize_yaml(roles_yaml)\n    return roles_yaml\n```"}
{"i": 559, "got": "```python\ndef make_osa_report(repo_dir, old_commit, new_commit, args):\n    \"\"\"pass\"\"\"\n    update_repo(repo_dir, args['osa_repo_url'], args['update'])\n    validate_commits(repo_dir, old_commit, new_commit)\n    validate_commit_range(repo_dir, old_commit, new_commit)\n    commits = get_commits(repo_dir, old_commit, new_commit)\n    template_vars = {\n        'args': args,\n        'repo': repo_dir,\n        'commits': commits,\n        'commit_base_url': args['osa_repo_url'],\n        'old_sha': old_commit,\n        'new_sha': new_commit\n    }\n    render_template('offline-header.j2', template_vars)\n```"}
{"i": 560, "got": "```python\ndef _homogenize_data_filter(dfilter):\n    \"\"\"pass\"\"\"\n    if isinstance(dfilter, tuple) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) == 1:\n        return dfilter[0]\n    elif isinstance(dfilter, dict) or isinstance(dfilter, list):\n        return None\n    elif isinstance(dfilter, str) or isinstance(dfilter, int) or isinstance(dfilter, bool):\n        return (None, None)\n    elif isinstance(dfilter, list) and len(dfilter) =="}
{"i": 561, "got": "```python\ndef _tofloat(obj):\n    \"\"\"pass\"\"\"\n    if obj == float('inf'):\n        return float('inf')\n    elif obj == float('-inf'):\n        return float('-inf')\n    elif isinstance(obj, str):\n        obj = obj.lower().strip()\n        if 'inf' in obj:\n            return float('inf')\n        elif '-' in obj and 'inf' not in obj:\n            return -float('inf')\n        else:\n            try:\n                return float(obj)\n            except ValueError:\n                raise ValueError(f\"Invalid input: {obj}\")\n    elif isinstance(obj, int):\n        return float(obj)\n    elif isinstance(obj, float):\n        return obj\n    else:\n        raise TypeError(\"Unsupported type for conversion\")\n```"}
{"i": 562, "got": "```python\nclass _in_header:\n    def __init__(self, self):\n        self._has_header = None\n\n    def _in_header(self, col):\n        docstring = 'pass'\n        if not self._has_header:\n            pexdoc.exh.NULL|self + addex(pexdoc.RuntimeError('Invalid column specification'), icol_ex)\n        else:\n            pexdoc.exh.NULL|self + addex(pexdoc.ValueError('Column *[column_identifier]* not found'), hnf_ex)\n        col_list = []\n        for col in col:\n            edata = {}\n            if self._has_header:\n                edata['field'] = col\n                edata['value'] = None\n            else:\n                edata[col] = None\n            col_list.append(edata)\n        return col_list\n```"}
{"i": 563, "got": "```python\ndef with_reactor(*dec_args, **dec_kwargs):\n    \"\"\"pass\"\"\"\n    args_cell = cell()\n    kwargs_cell = cell()\n    callee_cell = cell()\n\n    def wrapper(*call_args, **call_kwargs):\n        return _twisted_test_sync(callee_cell.closure_value, call_args, call_kwargs)\n\n    decorator_cell = cell()\n    def decorator(callee):\n        def wrapper(*call_args, **call_kwargs):\n            return _twisted_test_sync(callee_cell.closure_value, call_args, call_kwargs)\n        return wrapper\n\n    decorator_decorator_cell = cell()\n    def decorator_decorator(callee):\n        def wrapper(*call_args, **call_kwargs):\n            return _twisted_test_sync(callee_cell.closure_value, call_args, call_kwargs)\n        return wrapper\n\n    return with_reactor\n```"}
{"i": 564, "got": "```python\nimport time\n\ndef _ensure_reactor_running():\n    \"\"\"pass\"\"\"\n    orig_set_wakeup_fd = threading.Thread\n    orig_signal = signal\n    signal_registrations = []\n\n    def signal_capture(*args, **kwargs):\n        signal_registrations.append((orig_signal, args, kwargs))\n\n    def set_wakeup_fd_capture(*args, **kwargs):\n        signal_registrations.append((orig_set_wakeup_fd, args, kwargs))\n\n    reactor = None\n    reactor_thread = threading.Thread(target=reactor.run, name='reactor')\n    reactor_thread.daemon = True\n    reactor_thread.start()\n\n    while not reactor.running:\n        time.sleep(0.01)\n    time.sleep(0.01)\n\ndef _ensure_reactor_running.<locals>.signal_capture(*args, **kwargs):\n    \"\"\"pass\"\"\"\n    signal_registrations.append((orig_signal, args, kwargs))\n\ndef _ensure_reactor_running.<locals>.set_wakeup_fd_capture(*args, **kwargs):\n    \"\"\"pass\"\"\"\n    signal_registrations.append((orig_set_wakeup_fd, args, kwargs))\n```"}
{"i": 565, "got": "```python\ndef _timeoutDeferred(deferred, timeout):\n    \"\"\"pass\"\"\"\n    delayedCall = deferred.callLater(timeout)\n    reactor.callLater(delayedCall.cancel)\n    gotResult = deferred.addBoth(gotResult)\n\ndef gotResult(result):\n    \"\"\"copy_free_vars 1\"\"\"\n    if not self.active:\n        self.cancel()\n    return result\n```"}
{"i": 566, "got": "```python\ndef _get_json(value):\n    \"\"\"pass\"\"\"\n    if hasattr(value, 'replace'):\n        value = value.replace('\\n', ' ').replace('\"', '\\\\\"')\n    return json.loads(value)\n```"}
{"i": 567, "got": "```python\ndef save_list(key, *values):\n    \"\"\"pass\"\"\"\n    import json\n\n    def _get_json(value):\n        return json.dumps(value)\n\n    for value in values:\n        result = _get_json(value)\n        result.append(value)\n    return result\n```\n\nThis Python function `save_list` takes a key and any number of values as arguments. It uses the `json` module to convert each value into a JSON string, then appends it to a list. The function returns the resulting list."}
{"i": 568, "got": "```python\ndef save_file(key, file_path, *refs):\n    \"\"\"pass\"\"\"\n    import os\n\n    if not os.path.isfile(file_path):\n        raise Exception(\"Output '{}' set to a missing file: '{}'.format(key, file_path))\n\n    result = {}\n    missing_refs = []\n\n    for ref in refs:\n        if not os.path.isfile(ref):\n            missing_refs.append(ref)\n        elif not os.path.isdir(ref):\n            missing_refs.append(ref)\n\n    if missing_refs:\n        raise Exception(\"Output '{}' set to missing references: '{}'.format(key, ', '.join(missing_refs)))\n\n    result['refs'] = refs\n    return json.dumps(result)\n```"}
{"i": 569, "got": "```python\ndef save_file_list(key, *files_refs):\n    \"\"\"pass\"\"\"\n    file_list = []\n    for file_ref in files_refs:\n        if ':' not in file_ref:\n            raise ValueError(\"Only one colon ':' allowed in file-refs specification.\")\n        file_name, refs = file_ref.split(':')\n        if os.path.isfile(file_name):\n            file_obj = {'file': file_name, 'refs': refs}\n            file_list.append(file_obj)\n        else:\n            missing_refs.add(file_name)\n    return json.dumps({key: file_list})\n```"}
{"i": 570, "got": "```python\ndef save_dir(key, dir_path, *refs):\n    \"\"\"pass\"\"\"\n    import os\n\n    if not os.path.isdir(dir_path):\n        raise ValueError(f\"Output '{key}' set to a missing directory: '{dir_path}'.\")\n    \n    result = {}\n    missing_refs = []\n    \n    for ref in refs:\n        if not os.path.isfile(ref) and not os.path.isdir(ref):\n            missing_refs.append(ref)\n    \n    if missing_refs:\n        raise ValueError(f\"Output '{key}' set to missing references: '{', '.join(missing_refs)}'.\")\n    \n    result[key] = {'dir': dir_path, 'refs': refs}\n    \n    return json.dumps(result)\n```"}
{"i": 571, "got": "```python\ndef save_dir_list(key, *dirs_refs):\n    dir_list = []\n    for dir_ref in dirs_refs:\n        if ':' not in dir_ref:\n            raise ValueError(\"Only one colon ':' allowed in dir-refs specification.\")\n        dir_path, refs = dir_ref.split(':')\n        if not os.path.isdir(dir_path):\n            raise ValueError(f\"Output '{key}' set to a missing directory: '{dir_path}'.\")\n        dir_obj = {'path': dir_path, 'refs': refs}\n        dir_list.append(dir_obj)\n    return key, dir_list\n```"}
{"i": 572, "got": "```python\ndef n_day(date_string):\n    \"\"\"\n    pass\n    \"\"\"\n    today = datetime.datetime.now()\n    match = re.match(r'(\\d{1,3}|a) days? ago', date_string)\n    groups = match.groups()\n    decrement = 0\n    if groups:\n        decrement = int(groups[0])\n        if groups[1] == 'a':\n            decrement += 1\n    today -= datetime.timedelta(days=decrement)\n    return today\n```"}
{"i": 573, "got": "```python\nclass FileLocation:\n    def __init__(self, filename):\n        self.filename = filename\n\ndef encloses(self, location):\n    for func in location.functions:\n        if func.location == location:\n            return func\n    return None\n```"}
{"i": 574, "got": "```python\ndef in_file(self, filename):\n    \"\"\"pass\"\"\"\n    yield from self.__filename_to_functions.get(filename, [])\n```\n\nThis Python function `in_file` takes a filename as input and returns a generator that yields values based on the contents of the file. The function uses a dictionary to map filenames to lists of functions, which are then yielded by the generator."}
{"i": 575, "got": "```python\ndef parse_config(args):\n    \"\"\"pass\"\"\"\n    path = os.path.expanduser(os.path.join(path, args.config_file))\n    if not os.path.exists(path):\n        print(\"journal: error: config file '\" + args.config_file + \"' not found\")\n        sys.exit(1)\n    config = ConfigParser.SafeConfigParser()\n    config.read(path)\n    journal_location = config.get('default', 'location')\n    if args.journal:\n        journal_location = config.get(args.journal, 'location')\n    return journal_location\n```"}
{"i": 576, "got": "```python\ndef record_entries(journal_location, entries):\n    \"\"\"pass\"\"\"\n    current_date = datetime.datetime.now().strftime('%a %H:%M:%S %Y-%m-%d')\n    date_header = f\"{current_date}\\n\"\n    \n    with open(build_journal_path(journal_location), 'a') as date_file:\n        entry_output = \"\"\n        \n        for entry in entries:\n            entry_output += f\"- {entry}\\n\"\n            entry_output += f\"\\n\"\n            \n        date_file.write(entry_output)\n```\n\nThis Python function `record_entries` takes a journal location and a list of entries, then writes each entry to a file with the current date as the header."}
{"i": 577, "got": "```python\ndef get_entry(journal_location, date):\n    \"\"\"pass\"\"\"\n    if isinstance(date, datetime.date):\n        entry_file = open(build_journal_path(journal_location, date), 'r')\n        try:\n            return entry_file.read()\n        except IOError as e:\n            raise e\n        finally:\n            entry_file.close()\n\ndef build_journal_path(journal_location, date):\n    # Implementation of build_journal_path function\n    pass\n```"}
{"i": 578, "got": "```python\ndef TemplateValidator(value):\n    \"\"\"pass\"\"\"\n    try:\n        template = Template(value)\n    except Exception as e:\n        raise ValidationError(\"Cannot compile template (%s)\" % str(e), params={\"exception\": type(e).__name__})\n    return None\n\nclass Template:\n    pass\n\nclass ValidationError(Exception):\n    pass\n```"}
{"i": 579, "got": "```python\ndef get_lbry_api_function_docs(url):\n    \"\"\"pass\"\"\"\n    docs_page = urlopen(url)\n    contents = docs_page.read().decode('utf-8')\n    return loads(contents)\n```\n\nThis Python function `get_lbry_api_function_docs` takes a URL as input, fetches the content of the URL using `urlopen`, decodes it from bytes to string using UTF-8 encoding, and then parses the JSON content using `loads`."}
{"i": 580, "got": "```python\ndef generate_method_definition(func):\n    \"\"\"pass\"\"\"\n    indent = 4\n    method_definition = f\"def {func.name}(\"\n    params_required = []\n    params_optional = []\n\n    for param in func.arguments:\n        if param.is_required:\n            params_required.append(param.name)\n        else:\n            params_optional.append(param.name)\n\n    params_required_str = ', '.join(params_required)\n    params_optional_str = ', '.join(params_optional)\n\n    method_definition += f\"{params_required_str}, {params_optional_str})\\n\\n\"\"\"\n\n    description = func.description\n    method_definition += f'\"\"\"{description}\\n\\n'\n\n    open_index = func.find('(')\n    close_index = func.find(')')\n    return_string = func.replace('\\t', '    ').replace('\\n', '')\n\n    if open_index != -1 and close_index != -1:\n        params_map = {}\n        for i, param in enumerate(func.arguments):\n            params_map[param.name] = i\n\n        num_params = len(params_map)\n        params_indent = indent * 2\n\n        method_definition += f'__params_map = {{\\n'\n        for i, param in enumerate(func.arguments):\n            if param.is_required:\n                method_definition += f\"'{param.name}': {i}, \"\n            else:\n                method_definition += f\"'{param.name}': {i + num_params}, \"\n        method_definition = method_definition.rstrip(', ') + '\\n}\\n\\n'\n\n        method_definition += f'return self.make_request(SERVER_ADDRESS, \\''\n        method_definition += func.name\n        method_definition += \"', \"\n        method_definition += params_map.get('self', 'None')\n        method_definition += \" = {\"\n        for i, param in enumerate(func.arguments):\n            if param.is_required:\n                method_definition += f\"'{param.name}': {params_map[param.name]}, \"\n            else:\n                method_definition += f\"'{param.name}': None, \"\n        method_definition = method_definition.rstrip(', ') + '\\n}\\n\\n'\n\n    method_definition += 'return self.make_request(SERVER_ADDRESS, \\''\n    method_definition += func.name\n    method_definition += \"', \"\n    method_definition += params_map.get('self', 'None')\n    method_definition += \" = {\"\n    for i, param in enumerate(func.arguments):\n        if param.is_required:\n            method_definition += f\"'{param.name}': {params_map[param.name]}, \"\n        else:\n            method_definition += f\"'{param.name}': None, \"\n    method_definition = method_definition.rstrip(', ') + '\\n}\\n\\n'\n\n    return method_definition\n```"}
{"i": 581, "got": "```python\ndef generate_lbryd_wrapper(url, read_file, write_file):\n    \"\"\"\n    pass\n    \"\"\"\n    functions = get_lbry_api_function_docs(url)\n    with open(write_file, 'w') as lbry_file:\n        lbry_file.write('# This file was generated at build time using the generator function\\n')\n        lbry_file.write('# You may edit but do so with caution\\n')\n        template = read_file.read()\n        header = generate_method_definition(template)\n        for func in functions:\n            method_definition = generate_method_definition(func)\n            lbry_file.write(method_definition)\n    try:\n        import yapf.yapflib.yapf_api as FormatFile\n        FormatFile.FormatFile(write_file, in_place=True)\n    except ImportError:\n        print('[Warning]: yapf is not installed, so the generated code will not follow an easy-to-read standard')\n    return None\n\ndef get_lbry_api_function_docs(url):\n    # Implementation of get_lbry_api_function_docs function\n    pass\n\ndef open(file_path, mode='r'):\n    # Implementation of open function\n    pass\n\ndef write(self, content):\n    # Implementation of write method in a class\n    pass\n\ndef read(self):\n    # Implementation of read method in a class\n    pass\n\ndef generate_method_definition(template):\n    # Implementation of generate_method_definition function\n    pass\n```"}
{"i": 582, "got": "```python\nclass MyClass:\n    def __init__(self):\n        self.stack = []\n\n    def get(self, style):\n        level = len(self.stack)\n        if level >= 1 and style in self.stack[level - 1]:\n            return self.stack[level - 1][style]\n        elif level >= 2 and style in self.stack[level - 2]:\n            return self.stack[level - 2][style]\n        else:\n            return None\n```"}
{"i": 583, "got": "```python\ndef enforce_type(self, attr, val):\n    \"\"\"pass\"\"\"\n    if hasattr(self.types, attr):\n        if isinstance(val, self.types[attr]):\n            return val\n        else:\n            raise TypeError(f\"Expected {self.types[attr]}, got {type(val)}\")\n    elif attr == 'int':\n        return int(val)\n    elif attr == 'float':\n        return float(val)\n    else:\n        return utfstr(val)\n```"}
{"i": 584, "got": "```python\nclass Escpos:\n    def __init__(self, cmds=None):\n        self.cmds = cmds or {}\n\n    @staticmethod\n    def to_escpos(self):\n        \"\"\"pass\"\"\"\n        cmd = ''\n        ordered_cmds = sorted(self.cmds.values(), key=lambda x: x._order)\n        for style in ordered_cmds:\n            cmd += f\"{style.cmd}{style.get(style.style, '')}\"\n        return cmd\n\n    def __call__(self, x, y):\n        self.cmds[(x, y)] = Escpos.Style(x, y)\n        return self.to_escpos()\n\nclass Escpos.Style:\n    def __init__(self, x, y):\n        self.x = x\n        self.y = y\n        self._order = (x, y)\n\n    @property\n    def cmd(self):\n        # Implement the logic to generate the ESCPOS command for this style\n        return f\"ESC[{self.x};{self.y}M\"\n\n    @property\n    def get(self, key):\n        # Implement the logic to retrieve a value from the style dictionary\n        return self._order[key] if key in self._order else None\n\nclass Escpos.Sort:\n    pass\n\nclass Escpos.Keys:\n    pass\n```"}
{"i": 585, "got": "```python\nclass Module:\n    def __init__(self):\n        self.stack = []\n        self.dirty = False\n        self.escpos = None\n\n    def start_inline(self, stylestack):\n        \"\"\"pass\"\"\"\n        self.stack.append('inline')\n        if not self.dirty:\n            self.escpos._raw(' ')\n        return None\n\nclass Escpos:\n    def __init__(self):\n        pass\n\n    def _raw(self, data):\n        # Implementation of raw data sending\n        pass\n```"}
{"i": 586, "got": "```python\nclass Module:\n    def __init__(self):\n        self.dirty = False\n        self.escpos = None\n        self.stack = []\n        self.stylestack = []\n\n    def start_block(self, stylestack):\n        if not self.dirty:\n            self.escpos.NULL|self._raw('\\n')\n            self.dirty = True\n        self.stack.append('block')\n        self.stylestack.append(stylestack)\n        return None\n\n    def style(self, stylestack):\n        if not self.dirty:\n            self.escpos.NULL|self.style(stylestack)\n            self.dirty = True\n        self.stack.append('style')\n        self.stylestack.append(stylestack)\n        return None\n```"}
{"i": 587, "got": "```python\nclass end_entity:\n    def __init__(self, self):\n        self.stack = []\n        self.dirty = False\n        self.escpos = None\n\n    def __call__(self, self):\n        if not self.stack or not self.dirty or not self.escpos.NULL | self:\n            return False\n        self.escpos.NULL | self + '\\n'\n        return False\n```"}
{"i": 588, "got": "```python\ndef _pinyin_generator(chars, format):\n    \"\"\"pass\"\"\"\n    return (char for char in chars if char in 'aeo')\n\ndef _pinyin_generator.<locals>.<genexpr>(.0):\n    \"\"\"aeo\"\"\"\n    return (c for c in .0 if c in 'aeo')\n```"}
{"i": 589, "got": "```python\ndef get(s, delimiter=None, format=None):\n    pass\n```"}
{"i": 590, "got": "```python\ndef get_initial(s, delimiter):\n    initials = ''.join([p[0] for p in _pinyin_generator(u(s).strip().split())])\n    return delimiter.join(initials)\n\ndef _pinyin_generator(text):\n    # This is a placeholder for the actual implementation of _pinyin_generator\n    # It should generate pinyin characters from the input text\n    pass\n\n# Example usage:\nprint(get_initial(\"\u4f60\u597d\u4e16\u754c\", \" \"))\n```"}
{"i": 591, "got": "```python\ndef _add_to_tree(tree, word, meaning):\n    \"\"\"\n    pass\n    \"\"\"\n    if len(word) == 0:\n        tree[word] = meaning\n    else:\n        _add_to_tree(tree[word], word[1:], meaning)\n        _add_to_tree(tree[word][:-1], word[:-2], meaning)\n```"}
{"i": 592, "got": "```python\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef _add_to_tree(tree, word, definition):\n    if word not in tree:\n        tree[word] = {'definition': definition}\n    else:\n        tree[word]['definition'] += f', {definition}'\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef _add_to_tree(tree, word, definition):\n    if word not in tree:\n        tree[word] = {'definition': definition}\n    else:\n        tree[word]['definition'] += f', {definition}'\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp = re.compile(r'^([^ ]+) ([^ ]+) \\\\[(.*)\\\\] /(.+)/')\n    for traditional, simplified, pinyin, meaning in (line.split('/') for line in lines):\n        _add_to_tree(trees['traditional'], traditional, meaning)\n        _add_to_tree(trees['simplified'], simplified, meaning)\n\ndef init():\n    dictionaries = {'traditional': 'simplified'}\n    trees = {'traditional': {}, 'simplified': {}}\n    with gzip.open(os.path.join(os.path.dirname(__file__), 'cedict.txt.gz'), 'rt', encoding='utf-8') as f:\n        lines = f.readlines()\n    exp ="}
{"i": 593, "got": "```python\ndef translate_word(word, dictionary):\n    \"\"\"\n    pass\n    \"\"\"\n    dictionaries = {}\n    init()\n    for d in dictionaries:\n        if word in dictionaries[d]:\n            return dictionaries[d][word]\n    return None\n```"}
{"i": 594, "got": "```python\ndef get_status_key(self, instance):\n    \"\"\"pass\"\"\"\n    if instance.pk is not None:\n        key_id = f\"inst_{id(instance)}\"\n    else:\n        key_id = f\"{instance.pk}\"\n    return f\"{instance._meta.app_label}.{get_model_name(instance)}-{key_id}-{self.field.name}\"\n```"}
{"i": 595, "got": "```python\nclass MyClass:\n    def get_status(self, instance):\n        \"\"\"pass\"\"\"\n        self._get_status(instance)\n        status_key = self.status_key\n        status = self.status\n        if 'complete' in status or 'error' in status:\n            cache.delete(status_key)\n        return status\n```\n\nIn this Python 3.12 bytecode disassembly, the original source code is provided as a class `MyClass` with a method `get_status`. The method first calls `_get_status`, then checks if the status contains either 'complete' or 'error'. If so, it deletes the corresponding key from a cache using `cache.delete(status_key)`. Finally, it returns the status."}
{"i": 596, "got": "```python\ndef set_status(self, instance, status):\n    \"\"\"pass\"\"\"\n    self.status_key = get_status_key(instance)\n    cache[self.status_key] = status, 300\n```\n\nIn this Python code, the `set_status` function is defined within a class. It takes three parameters: `self`, `instance`, and `status`. The function first retrieves the value of `get_status_key` using `LOAD_FAST self` and `LOAD_ATTR NULL|self + get_status_key`. Then, it assigns this value to the variable `status_key`. After that, it accesses the `cache` dictionary using `LOAD_GLOBAL cache` and `LOAD_ATTR NULL|self + set`. It then calls the `set` method of the `cache` object with `LOAD_FAST status_key`, `LOAD_FAST status`, and a keyword argument `timeout=300`. Finally, it pops the top item from the stack using `POP_TOP` and returns `None`."}
{"i": 597, "got": "```python\nclass Module:\n    def __init__(self):\n        self.mode = None\n        self.can_write = True\n        self.output_modes = [None, 'mode']\n        self.PILLOW_MODES = {'NULL|self + index': 0, 'NULL|self + reverse': 1}\n\n    def get_mode(self, old_mode=None):\n        if not self.mode:\n            return None\n        elif not self.can_write:\n            raise ValueError('This format does not have a supported output mode.')\n        elif old_mode is not None and old_mode in self.output_modes:\n            return old_mode\n        else:\n            idx = self.PILLOW_MODES[old_mode]\n            opposite = self.PILLOW_MODES['NULL|self + reverse']\n            if idx == 0:\n                return self.output_modes[idx]\n            elif opposite == 1:\n                return self.output_modes[opposite]\n            else:\n                raise ValueError('This format does not have a supported output mode.')\n```"}
{"i": 598, "got": "```python\ndef token_at_cursor(code, pos):\n    \"\"\"\n    pass\n    \"\"\"\n    l = len(code)\n    end = pos\n    start = pos\n\n    while end < l and code[end].isalpha():\n        end += 1\n\n    while end < l and not code[end].isalpha():\n        end += 1\n\n    while end < l and code[end].isalpha():\n        end += 1\n\n    while end < l and not code[end].isalpha():\n        end += 1\n\n    while end < l and code[end].isalpha():\n        end += 1\n\n    while end < l and not code[end].isalpha():\n        end += 1\n\n    while end < l and code[end] == '%':\n        end += 1\n\n    start -= 1\n    while start >= 0 and code[start].isalpha():\n        start -= 1\n\n    return (start, end)\n```"}
{"i": 599, "got": "```python\ndef _send(self, data, msg_type, silent):\n    \"\"\"pass\"\"\"\n    if data is None:\n        return\n    self._klog.debug(\"msg to frontend (%d): %.160s...\", silent, data)\n    if not silent:\n        if msg_type != 'raw':\n            data_msg = data_msg(mtype=msg_type)\n            self.send_response(self.iopub_socket, 'display_data', data)\n        else:\n            self.send_response(self.iopub_socket, 'error', 'error')\n```"}