mirror of https://github.com/apache/superset.git
Support human readable datetime type for PinotDB (#9142)
* Support more time types for Pinot * Address comments * Address comments
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@ -14,6 +14,7 @@
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# KIND, either express or implied. See the License for the
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# specific language governing permissions and limitations
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# under the License.
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import datetime
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from typing import Dict, List, Optional
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from sqlalchemy.sql.expression import ColumnClause, ColumnElement
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@ -39,18 +40,41 @@ class PinotEngineSpec(BaseEngineSpec): # pylint: disable=abstract-method
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"P1Y": "1:YEARS",
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}
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_python_to_java_time_patterns: Dict[str, str] = {
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"%Y": "yyyy",
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"%m": "MM",
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"%d": "dd",
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"%H": "HH",
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"%M": "mm",
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"%S": "ss",
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}
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@classmethod
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def get_timestamp_expr(
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cls, col: ColumnClause, pdf: Optional[str], time_grain: Optional[str]
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) -> TimestampExpression:
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is_epoch = pdf in ("epoch_s", "epoch_ms")
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if not is_epoch:
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raise NotImplementedError("Pinot currently only supports epochs")
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# The DATETIMECONVERT pinot udf is documented at
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# Per https://github.com/apache/incubator-pinot/wiki/dateTimeConvert-UDF
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# We are not really converting any time units, just bucketing them.
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seconds_or_ms = "MILLISECONDS" if pdf == "epoch_ms" else "SECONDS"
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tf = f"1:{seconds_or_ms}:EPOCH"
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tf = ""
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if not is_epoch:
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try:
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today = datetime.datetime.today()
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today.strftime(str(pdf))
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except ValueError:
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raise ValueError(f"Invalid column datetime format:{str(pdf)}")
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java_date_format = str(pdf)
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for (
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python_pattern,
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java_pattern,
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) in cls._python_to_java_time_patterns.items():
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java_date_format.replace(python_pattern, java_pattern)
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tf = f"1:SECONDS:SIMPLE_DATE_FORMAT:{java_date_format}"
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else:
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seconds_or_ms = "MILLISECONDS" if pdf == "epoch_ms" else "SECONDS"
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tf = f"1:{seconds_or_ms}:EPOCH"
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granularity = cls.get_time_grain_functions().get(time_grain)
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if not granularity:
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raise NotImplementedError("No pinot grain spec for " + str(time_grain))
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