Update type conversion from pandas to timestamp to support various the timestamp types #1603
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@@ Coverage Diff @@
## master #1603 +/- ##
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- Coverage 83.61% 83.57% -0.05%
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Files 65 65
Lines 5761 5771 +10
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+ Hits 4817 4823 +6
- Misses 944 948 +4
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| @@ -438,8 +439,14 @@ def pa_to_value_type(pa_type: object): | |||
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| def pa_to_feast_value_type(value: Union[pa.lib.ChunkedArray, str]) -> ValueType: | |||
| value_type = ( | |||
| value.type.__str__() if isinstance(value, pa.lib.ChunkedArray) else value | |||
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This is moved from line 459 - basically this converts the type of a pandas column into a string representation, if the stringified version has not already been passed in.
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[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: achals, woop The full list of commands accepted by this bot can be found here. The pull request process is described here
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/lgtm |
Signed-off-by: Achal Shah <achals@gmail.com>
…e specifications Signed-off-by: Achal Shah <achals@gmail.com>
Signed-off-by: Achal Shah <achals@gmail.com>
Signed-off-by: Achal Shah <achals@gmail.com>
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/lgtm |
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…e timestamp types (#1603) * Fix precommit to run black on commit Signed-off-by: Achal Shah <achals@gmail.com> * Update type conversion from pandas to timestamp to support various the specifications Signed-off-by: Achal Shah <achals@gmail.com> * Undo precommit changs Signed-off-by: Achal Shah <achals@gmail.com> * make format Signed-off-by: Achal Shah <achals@gmail.com>
What this PR does / why we need it:
Currently, Inferring features fails on columns of type timestamp[ms, tz=UTC] or other tz. This diff attempts to fix using a regex instead of enumerating all the different possibilities.
An option is to use the pandas type instead of the string representation, but this is probably good enough.
https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Timestamp.html
Which issue(s) this PR fixes:
Fixes #
Does this PR introduce a user-facing change?: