Best Python code snippet using green
reporting.py
Source:reporting.py
...57 if isinstance(golden, float):58 if not isinstance(value, float):59 return self._record_mismatch_type_failure('float', value)60 if abs(value - golden) / golden > 1e-4:61 return self._record_failure(62 f'value ({value!r}) is not close to golden value ({golden!r})'63 )64 return65 if isinstance(golden, int):66 if not isinstance(value, int):67 return self._record_mismatch_type_failure('int', value)68 if value != golden:69 return self._record_failure(70 f'value ({value!r}) is not equal to golden value ({golden!r})'71 )72 return73 if isinstance(golden, str):74 if not isinstance(value, str):75 return self._record_mismatch_type_failure('str', value)76 if value != golden:77 return self._record_failure(78 f'value ({value!r}) is not equal to golden value ({golden!r})'79 )80 return81 if isinstance(golden, tuple):82 if not isinstance(value, tuple):83 return self._record_mismatch_type_failure('tuple', value)84 if len(value) != len(golden):85 return self._record_failure(86 f'value ({len(value)!r}) is not equal to golden value ({len(golden)!r})'87 )88 reports = [89 ValueReport(v, g, self.context.chain(f'tuple element {i}'))90 for i, (v, g) in enumerate(zip(value, golden))91 ]92 for report in reports:93 if report.failed:94 self.failure_reasons.extend(report.failure_reasons)95 return96 if isinstance(golden, list):97 if not isinstance(value, list):98 return self._record_mismatch_type_failure('list', value)99 if len(value) != len(golden):100 return self._record_failure(101 f'value ({len(value)!r}) is not equal to golden value ({len(golden)!r})'102 )103 reports = [104 ValueReport(v, g, self.context.chain(f'list element {i}'))105 for i, (v, g) in enumerate(zip(value, golden))106 ]107 for report in reports:108 if report.failed:109 self.failure_reasons.extend(report.failure_reasons)110 return111 if isinstance(golden, dict):112 if not isinstance(value, dict):113 return self._record_mismatch_type_failure('dict', value)114 gkeys = list(sorted(golden.keys()))115 vkeys = list(sorted(value.keys()))116 if gkeys != vkeys:117 return self._record_failure(118 f'dict keys ({vkeys!r}) are not equal to golden keys ({gkeys!r})'119 )120 reports = [121 ValueReport(value[k], golden[k],122 self.context.chain(f'dict element at key {k!r}'))123 for k in gkeys124 ]125 for report in reports:126 if report.failed:127 self.failure_reasons.extend(report.failure_reasons)128 return129 if isinstance(golden, torch.Tensor):130 if not isinstance(value, torch.Tensor):131 return self._record_mismatch_type_failure('torch.Tensor', value)132 if value.shape != golden.shape:133 return self._record_failure(134 f'shape ({value.shape}) is not equal to golden shape ({golden.shape})'135 )136 if value.dtype != golden.dtype:137 return self._record_failure(138 f'dtype ({value.dtype}) is not equal to golden dtype ({golden.dtype})'139 )140 if not torch.allclose(value, golden, rtol=1e-03, atol=1e-07, equal_nan=True):141 return self._record_failure(142 f'value ({TensorSummary(value)}) is not close to golden value ({TensorSummary(golden)})'143 )144 return145 return self._record_failure(146 f'unexpected golden value of type `{golden.__class__.__name__}`')147 def _record_failure(self, s: str):148 self.failure_reasons.append(self.context.format_error(s))149 def _record_mismatch_type_failure(self, expected: str, actual: Any):150 self._record_failure(151 f'expected a value of type `{expected}` but got `{actual.__class__.__name__}`'152 )153class TraceItemReport:154 """A report for a single trace item."""155 failure_reasons: List[str]156 def __init__(self, item: TraceItem, golden_item: TraceItem,157 context: ErrorContext):158 self.item = item159 self.golden_item = golden_item160 self.context = context161 self.failure_reasons = []162 self._evaluate_outcome()163 @property164 def failed(self):...
telemetry.py
Source:telemetry.py
...51 def update_telemetry(self, auth_result):52 if auth_result:53 with self._lock:54 if "error" in auth_result:55 self._record_failure(auth_result["error"])56 else: # Telemetry sent successfully. Reset buffer57 self._buffer.clear() # This won't work: self._buffer = {}58 def _record_failure(self, error):59 simulation = len(",{api_id},{correlation_id},{error}".format(60 api_id=self._api_id, correlation_id=self._correlation_id, error=error))61 if self._buffer.get(self._FAILURE_SIZE, 0) + simulation < self._LAST_HEADER_SIZE_LIMIT:62 self._buffer[self._FAILURE_SIZE] = self._buffer.get(63 self._FAILURE_SIZE, 0) + simulation64 self._buffer.setdefault(self._FAILED, []).append({...
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