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[GitHub] [spark] brkyvz opened a new pull request #26974: [SPARK-30324][SQL]
Simplify JSON field access through dot notation
brkyvz opened a new pull request #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974
### What changes were proposed in this pull request?
Allows JSON strings to be parsed through dot notation instead of having to write "get_json_object".
### Why are the changes needed?
get_json_object is a hard to use and verbose API. This API would greatly help data engineers store their data as raw json columns, and data analysts access the fields that they care about, without having to deal with complicated UDFs, and JSON parsing code.
### Does this PR introduce any user-facing change?
Yes, StringType fields that contain JSON now will be accessible through dot notation.
### How was this patch tested?
Unit tests
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[GitHub] [spark] marmbrus edited a comment on issue #26974:
[SPARK-30324][SQL] Simplify JSON field access through dot notation
Posted by GitBox <gi...@apache.org>.
marmbrus edited a comment on issue #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974#issuecomment-571826245
> IMHO I like Snowflake's API, because it is quite explicit.
I agree, but thats not what the description of this PR says? Where are we at at specifying what we want to support and how?
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Simplify JSON field access through dot notation
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Simplify JSON field access through dot notation
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URL: https://github.com/apache/spark/pull/26974#issuecomment-568062081
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Simplify JSON field access through dot notation
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[GitHub] [spark] HyukjinKwon commented on issue #26974: [SPARK-30324][SQL]
Simplify JSON field access through dot notation
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on issue #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974#issuecomment-568704601
Yeah, can we follow any standard and/or reference?
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[GitHub] [spark] brkyvz commented on issue #26974: [SPARK-30324][SQL]
Simplify JSON field access through dot notation
Posted by GitBox <gi...@apache.org>.
brkyvz commented on issue #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974#issuecomment-571831326
I didn't implement it that way, since it was a new syntax. I put out that
as an option. Happy to implement it that way.
On Tue, Jan 7, 2020, 6:46 PM Michael Armbrust <no...@github.com>
wrote:
> IMHO I like Snowflake's API, because it is quite explicit.
> I agree, but thats not what the description of this PR says?
>
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[GitHub] [spark] brkyvz commented on issue #26974: [SPARK-30324][SQL]
Simplify JSON field access through dot notation
Posted by GitBox <gi...@apache.org>.
brkyvz commented on issue #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974#issuecomment-571822437
cc @marmbrus
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[GitHub] [spark] brkyvz commented on issue #26974: [SPARK-30324][SQL]
Simplify JSON field access through dot notation
Posted by GitBox <gi...@apache.org>.
brkyvz commented on issue #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974#issuecomment-568806444
@HyukjinKwon Snowflake uses `:` notation on the column before getting nested fields. I think that's the most obvious and nicest one:
https://docs.snowflake.net/manuals/user-guide/querying-semistructured.html#dot-notation
Splunk requires you to use `spath` before you can specify which column you want:
https://www.crestdatasys.com/blogs/how-to-extract-complex-field-from-nested-json-events-using-splunk-spl/
IMHO I like Snowflake's API, because it is quite explicit. You have a clear separation between which part is case insensitive matching, and which part is case sensitive. And it is also clear that you're extracting a field from a semi-structured data format, instead of assuming the column is already parsed.
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[GitHub] [spark] marmbrus commented on issue #26974: [SPARK-30324][SQL]
Simplify JSON field access through dot notation
Posted by GitBox <gi...@apache.org>.
marmbrus commented on issue #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974#issuecomment-571826245
> IMHO I like Snowflake's API, because it is quite explicit.
I agree, but thats not what the description of this PR says?
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Simplify JSON field access through dot notation
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* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] brkyvz commented on issue #26974: [SPARK-30324][SQL]
Simplify JSON field access through dot notation
Posted by GitBox <gi...@apache.org>.
brkyvz commented on issue #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974#issuecomment-568550864
retest this please
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AmplabJenkins removed a comment on issue #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974#issuecomment-568576304
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[GitHub] [spark] AmplabJenkins commented on issue #26974: [SPARK-30324][SQL]
Simplify JSON field access through dot notation
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974#issuecomment-568614864
Merged build finished. Test FAILed.
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[GitHub] [spark] SparkQA commented on issue #26974: [SPARK-30324][SQL]
Simplify JSON field access through dot notation
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #26974: [SPARK-30324][SQL] Simplify JSON field access through dot notation
URL: https://github.com/apache/spark/pull/26974#issuecomment-568575559
**[Test build #115650 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/115650/testReport)** for PR 26974 at commit [`a21ff18`](https://github.com/apache/spark/commit/a21ff181efa59b67a66f1e8612e4e3117dbaffbb).
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