[DISCUSS] Correct time-related function behavior in Flink SQL
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[DISCUSS] Correct time-related function behavior in Flink SQL
 
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Hi, all
I want to start the discussion about correcting time-related function behavior in Flink SQL, this is a tricky topic but I think it’s time to address it. Currently some temporal function behaviors are wired to users. 1. When users use a PROCTIME() in SQL, the value of PROCTIME() has a timezone offset with the wall-clock time in users' local time zone, users need to add their local time zone offset manually to get expected local timestamp(e.g: Users in Germany need to +1h to get expected local timestamp). 2. Users can not use CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP to get wall-clock timestamp in local time zone, and thus they need write UDF in their SQL just for implementing a simple filter like WHERE date_col = CURRENT_DATE. 3. Another common case is the time window with day interval based on PROCTIME(), user plan to put all data from one day into the same window, but the window is assigned using timestamp in UTC+0 timezone rather than the session timezone which leads to the window starts with an offset(e.g: Users in China need to add -8h in their business sql start and then +8h when output the result, the conversion like a magic for users). These problems come from that lots of time-related functions like PROCTIME(), NOW(), CURRENT_DATE, CURRENT_TIME and CURRENT_TIMESTAMP are returning time values based on UTC+0 time zone. This topic will lead to a comparison of the three types, i.e. TIMESTAMP/TIMESTAMP WITHOUT TIME ZONE, TIMESTAMP WITH LOCAL TIME ZONE and TIMESTAMP WITH TIME ZONE. In order to better understand the three types, I wrote a document[1] to help understand them better. You can also know the tree timestamp types behavior in Hadoop ecosystem from the reference link int the doc. I Invested all Flink time-related functions current behavior and compared with other DB vendors like Pg,Presto, Hive, Spark, Snowflake, I made an excel [2] to organize them well, we can use it for the next discussion. Please let me know if I missed something. From my investigation, I think we need to correct the behavior of function NOW()/PROCTIME()/CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP, to correct them, we can change the function return type or function return value or change return type and return value both. All of those way are valid because SQL:2011 does not specify the function return type and every SQL engine vendor has its own implementation. For example the CURRENT_TIMESTAMP function, FLINK current behavior existed problem other vendors' behavior proposed change CURRENT_TIMESTAMP CURRENT_TIMESTAMP TIMESTAMP(0) NOT NULL #session timezone: UTC 2020-12-28T23:52:52 #session timezone: UTC+8 2020-12-28T23:52:52 wall clock: UTC+8: 2020-12-29 07:52:52 Wrong value：returns UTC timestamp, but user expects current timestamp in session time zone In MySQL, Spark, the function NOW() and CURRENT_TIMESTAMP return current timestamp value in session time zone，the return type is TIMESTAMP In Pg, Presto, the function NOW() and LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH TIME ZONE In Snowflake, the function CURRENT_TIMESTAMP / LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH LOCAL TIME ZONE Flink should return current timestamp in session time zone, the return type should be TIMESTAMP I tend to only change the return value for these problematic functions and introduce an option for compatibility consideration, what do you think? Looking forward to your feedback. Best, Leonard [1] https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing> [2] https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing> |
Re: [DISCUSS] Correct time-related function behavior in Flink SQL
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I found above example format may mess up in different mail client, I post a picture here[1].
Best, Leonard [1] https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png> > 在 2021年1月19日，16:22，Leonard Xu <[hidden email]> 写道： > > Hi, all > > I want to start the discussion about correcting time-related function behavior in Flink SQL, this is a tricky topic but I think it’s time to address it. > > Currently some temporal function behaviors are wired to users. > 1. When users use a PROCTIME() in SQL, the value of PROCTIME() has a timezone offset with the wall-clock time in users' local time zone, users need to add their local time zone offset manually to get expected local timestamp(e.g: Users in Germany need to +1h to get expected local timestamp). > > 2. Users can not use CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP to get wall-clock timestamp in local time zone, and thus they need write UDF in their SQL just for implementing a simple filter like WHERE date_col = CURRENT_DATE. > > 3. Another common case is the time window with day interval based on PROCTIME(), user plan to put all data from one day into the same window, but the window is assigned using timestamp in UTC+0 timezone rather than the session timezone which leads to the window starts with an offset(e.g: Users in China need to add -8h in their business sql start and then +8h when output the result, the conversion like a magic for users). > > These problems come from that lots of time-related functions like PROCTIME(), NOW(), CURRENT_DATE, CURRENT_TIME and CURRENT_TIMESTAMP are returning time values based on UTC+0 time zone. > > This topic will lead to a comparison of the three types, i.e. TIMESTAMP/TIMESTAMP WITHOUT TIME ZONE, TIMESTAMP WITH LOCAL TIME ZONE and TIMESTAMP WITH TIME ZONE. In order to better understand the three types, I wrote a document[1] to help understand them better. You can also know the tree timestamp types behavior in Hadoop ecosystem from the reference link int the doc. > > > I Invested all Flink time-related functions current behavior and compared with other DB vendors like Pg,Presto, Hive, Spark, Snowflake, I made an excel [2] to organize them well, we can use it for the next discussion. Please let me know if I missed something. > From my investigation, I think we need to correct the behavior of function NOW()/PROCTIME()/CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP, to correct them, we can change the function return type or function return value or change return type and return value both. All of those way are valid because SQL:2011 does not specify the function return type and every SQL engine vendor has its own implementation. For example the CURRENT_TIMESTAMP function, > > FLINK current behavior existed problem other vendors' behavior proposed change > CURRENT_TIMESTAMP CURRENT_TIMESTAMP > TIMESTAMP(0) NOT NULL > > #session timezone: UTC > 2020-12-28T23:52:52 > > #session timezone: UTC+8 > 2020-12-28T23:52:52 > > wall clock: > UTC+8: 2020-12-29 07:52:52 Wrong value：returns UTC timestamp, but user expects current timestamp in session time zone In MySQL, Spark, the function NOW() and CURRENT_TIMESTAMP return current timestamp value in session time zone，the return type is TIMESTAMP > > In Pg, Presto, the function NOW() and LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH TIME ZONE > > In Snowflake, the function CURRENT_TIMESTAMP / LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH LOCAL TIME ZONE Flink should return current timestamp in session time zone, the return type should be TIMESTAMP > > > I tend to only change the return value for these problematic functions and introduce an option for compatibility consideration, what do you think? > > > Looking forward to your feedback. > > Best, > Leonard > > [1] https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing> > [2] https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing> |
Re: [DISCUSS] Correct time-related function behavior in Flink SQL
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cc this to user & user-zh mailing list because this will affect lots of
users, and also quite a lot of users were asking questions around this topic. Let me try to understand this from user's perspective. Your proposal will affect five functions, which are: - PROCTIME() - NOW() - CURRENT_DATE - CURRENT_TIME - CURRENT_TIMESTAMP Before the changes, as I am writing this reply, the local time here is *2021-01-21 12:03:35 (Beijing time, UTC+8)*. And I tried these 5 functions in sql client, and got: *Flink SQL> select now(), PROCTIME(), CURRENT_TIMESTAMP, CURRENT_DATE, CURRENT_TIME;* *+-------------------------+-------------------------+-------------------------+--------------+--------------+* *| EXPR$0 | EXPR$1 | CURRENT_TIMESTAMP | CURRENT_DATE | CURRENT_TIME |* *+-------------------------+-------------------------+-------------------------+--------------+--------------+* *| 2021-01-21T04:03:35.228 | 2021-01-21T04:03:35.228 | 2021-01-21T04:03:35.228 | 2021-01-21 | 04:03:35.228 |* *+-------------------------+-------------------------+-------------------------+--------------+--------------+* After the changes, the expected behavior will change to: *Flink SQL> select now(), PROCTIME(), CURRENT_TIMESTAMP, CURRENT_DATE, CURRENT_TIME;* *+-------------------------+-------------------------+-------------------------+--------------+--------------+* *| EXPR$0 | EXPR$1 | CURRENT_TIMESTAMP | CURRENT_DATE | CURRENT_TIME |* *+-------------------------+-------------------------+-------------------------+--------------+--------------+* *| 2021-01-21T12:03:35.228 | 2021-01-21T12:03:35.228 | 2021-01-21T12:03:35.228 | 2021-01-21 | 12:03:35.228 |* *+-------------------------+-------------------------+-------------------------+--------------+--------------+* The return type of now(), proctime() and CURRENT_TIMESTAMP still be TIMESTAMP; Best, Kurt On Tue, Jan 19, 2021 at 6:42 PM Leonard Xu <[hidden email]> wrote: > I found above example format may mess up in different mail client, I post > a picture here[1]. > > Best, > Leonard > > [1] > https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png > < > https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png> > > > > 在 2021年1月19日，16:22，Leonard Xu <[hidden email]> 写道： > > > > Hi, all > > > > I want to start the discussion about correcting time-related function > behavior in Flink SQL, this is a tricky topic but I think it’s time to > address it. > > > > Currently some temporal function behaviors are wired to users. > > 1. When users use a PROCTIME() in SQL, the value of PROCTIME() has a > timezone offset with the wall-clock time in users' local time zone, users > need to add their local time zone offset manually to get expected local > timestamp(e.g: Users in Germany need to +1h to get expected local > timestamp). > > > > 2. Users can not use CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP to get > wall-clock timestamp in local time zone, and thus they need write UDF in > their SQL just for implementing a simple filter like WHERE date_col = > CURRENT_DATE. > > > > 3. Another common case is the time window with day interval based on > PROCTIME(), user plan to put all data from one day into the same window, > but the window is assigned using timestamp in UTC+0 timezone rather than > the session timezone which leads to the window starts with an offset(e.g: > Users in China need to add -8h in their business sql start and then +8h > when output the result, the conversion like a magic for users). > > > > These problems come from that lots of time-related functions like > PROCTIME(), NOW(), CURRENT_DATE, CURRENT_TIME and CURRENT_TIMESTAMP are > returning time values based on UTC+0 time zone. > > > > This topic will lead to a comparison of the three types, i.e. > TIMESTAMP/TIMESTAMP WITHOUT TIME ZONE, TIMESTAMP WITH LOCAL TIME ZONE and > TIMESTAMP WITH TIME ZONE. In order to better understand the three types, I > wrote a document[1] to help understand them better. You can also know the > tree timestamp types behavior in Hadoop ecosystem from the reference link > int the doc. > > > > > > I Invested all Flink time-related functions current behavior and > compared with other DB vendors like Pg,Presto, Hive, Spark, Snowflake, I > made an excel [2] to organize them well, we can use it for the next > discussion. Please let me know if I missed something. > > From my investigation, I think we need to correct the behavior of > function NOW()/PROCTIME()/CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP, to > correct them, we can change the function return type or function return > value or change return type and return value both. All of those way are > valid because SQL:2011 does not specify the function return type and every > SQL engine vendor has its own implementation. For example the > CURRENT_TIMESTAMP function, > > > > FLINK current behavior existed problem other vendors' behavior > proposed change > > CURRENT_TIMESTAMP CURRENT_TIMESTAMP > > TIMESTAMP(0) NOT NULL > > > > #session timezone: UTC > > 2020-12-28T23:52:52 > > > > #session timezone: UTC+8 > > 2020-12-28T23:52:52 > > > > wall clock: > > UTC+8: 2020-12-29 07:52:52 Wrong value：returns UTC timestamp, but > user expects current timestamp in session time zone In MySQL, Spark, > the function NOW() and CURRENT_TIMESTAMP return current timestamp value in > session time zone，the return type is TIMESTAMP > > > > In Pg, Presto, the function NOW() and LOCALTIMESTAMP return current > timestamp in session time zone，the return type is TIMESTAMP WITH TIME ZONE > > > > In Snowflake, the function CURRENT_TIMESTAMP / LOCALTIMESTAMP return > current timestamp in session time zone，the return type is TIMESTAMP WITH > LOCAL TIME ZONE Flink should return current timestamp in session time zone, > the return type should be TIMESTAMP > > > > > > I tend to only change the return value for these problematic functions > and introduce an option for compatibility consideration, what do you think? > > > > > > Looking forward to your feedback. > > > > Best, > > Leonard > > > > [1] > https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing > < > https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing> > > > [2] > https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing > < > https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing> > > > |
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In reply to this post by Leonard Xu
Thanks to Leonard Xu for discussing this tricky topic. At present, there are many Flink jobs in our production environment that are used to count day-level reports (eg: count PV/UV ).
If use the default Flink SQL, the window time range of the statistics is incorrect, then the statistical results will naturally be incorrect. The user needs to deal with the time zone manually in order to solve the problem. If Flink itself can solve these time zone issues, then I think it will be user-friendly. Thank you Best! zhisheng ------------------ 原始邮件 ------------------ 发件人: "dev" <[hidden email]>; 发送时间: 2021年1月19日(星期二) 晚上6:35 收件人: "dev"<[hidden email]>; 主题: Re: [DISCUSS] Correct time-related function behavior in Flink SQL I found above example format may mess up in different mail client, I post a picture here[1]. Best, Leonard [1] https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png> > 在 2021年1月19日，16:22，Leonard Xu <[hidden email]> 写道： > > Hi, all > > I want to start the discussion about correcting time-related function behavior in Flink SQL, this is a tricky topic but I think it’s time to address it. > > Currently some temporal function behaviors are wired to users. > 1. When users use a PROCTIME() in SQL, the value of PROCTIME() has a timezone offset with the wall-clock time in users' local time zone, users need to add their local time zone offset manually to get expected local timestamp(e.g: Users in Germany need to +1h to get expected local timestamp). > > 2. Users can not use CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP to get wall-clock timestamp in local time zone, and thus they need write UDF in their SQL just for implementing a simple filter like WHERE date_col = CURRENT_DATE. > > 3. Another common case is the time window with day interval based on PROCTIME(), user plan to put all data from one day into the same window, but the window is assigned using timestamp in UTC+0 timezone rather than the session timezone which leads to the window starts with an offset(e.g: Users in China need to add -8h in their business sql start and then +8h when output the result, the conversion like a magic for users). > > These problems come from that lots of time-related functions like PROCTIME(), NOW(), CURRENT_DATE, CURRENT_TIME and CURRENT_TIMESTAMP are returning time values based on UTC+0 time zone. > > This topic will lead to a comparison of the three types, i.e. TIMESTAMP/TIMESTAMP WITHOUT TIME ZONE, TIMESTAMP WITH LOCAL TIME ZONE and TIMESTAMP WITH TIME ZONE. In order to better understand the three types, I wrote a document[1] to help understand them better. You can also know the tree timestamp types behavior in Hadoop ecosystem from the reference link int the doc. > > > I Invested all Flink time-related functions current behavior and compared with other DB vendors like Pg,Presto, Hive, Spark, Snowflake, I made an excel [2] to organize them well, we can use it for the next discussion. Please let me know if I missed something. > From my investigation, I think we need to correct the behavior of function NOW()/PROCTIME()/CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP, to correct them, we can change the function return type or function return value or change return type and return value both. All of those way are valid because SQL:2011 does not specify the function return type and every SQL engine vendor has its own implementation. For example the CURRENT_TIMESTAMP function, > > FLINK current behavior existed problem other vendors' behavior proposed change > CURRENT_TIMESTAMP CURRENT_TIMESTAMP > TIMESTAMP(0) NOT NULL > > #session timezone: UTC > 2020-12-28T23:52:52 > > #session timezone: UTC+8 > 2020-12-28T23:52:52 > > wall clock: > UTC+8: 2020-12-29 07:52:52 Wrong value：returns UTC timestamp, but user expects current timestamp in session time zone In MySQL, Spark, the function NOW() and CURRENT_TIMESTAMP return current timestamp value in session time zone，the return type is TIMESTAMP > > In Pg, Presto, the function NOW() and LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH TIME ZONE > > In Snowflake, the function CURRENT_TIMESTAMP / LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH LOCAL TIME ZONE Flink should return current timestamp in session time zone, the return type should be TIMESTAMP > > > I tend to only change the return value for these problematic functions and introduce an option for compatibility consideration, what do you think? > > > Looking forward to your feedback. > > Best, > Leonard > > [1] https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing> > [2] https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing> |
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Great examples to understand the problem and the proposed changes, @Kurt!
Thanks Leonard for investigating this problem. The time-zone problems around time functions and windows have bothered a lot of users. It's time to fix them! The return value changes sound reasonable to me, and keeping the return type unchanged will minimize the surprise to the users. Besides that, I think it would be better to mention how this affects the window behaviors, and the interoperability with DataStream. I think this definitely deserves a FLIP. ==================================================== Hi zhisheng, Do you have examples to illustrate which case will get the wrong window boundaries? That will help to verify whether the proposed changes can solve your problem. Best, Jark On Thu, 21 Jan 2021 at 12:54, zhisheng <[hidden email]> wrote: > Thanks to Leonard Xu for discussing this tricky topic. At present, there > are many Flink jobs in our production environment that are used to count > day-level reports (eg: count PV/UV ). > > > If use the default Flink SQL, the window time range of the > statistics is incorrect, then the statistical results will naturally be > incorrect. > > > The user needs to deal with the time zone manually in order to solve the > problem. > > > If Flink itself can solve these time zone issues, then I think it will be > user-friendly. > > > Thank you > > > Best! > zhisheng > > > ------------------ 原始邮件 ------------------ > 发件人: > "dev" > < > [hidden email]>; > 发送时间: 2021年1月19日(星期二) 晚上6:35 > 收件人: "dev"<[hidden email]>; > > 主题: Re: [DISCUSS] Correct time-related function behavior in Flink SQL > > > > I found above example format may mess up in different mail client, I post > a picture here[1]. > > Best, > Leonard > > [1] > https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png > < > https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png> > > > > 在 2021年1月19日，16:22，Leonard Xu <[hidden email]> 写道： > > > > Hi, all > > > > I want to start the discussion about correcting time-related function > behavior in Flink SQL, this is a tricky topic but I think it’s time to > address it. > > > > Currently some temporal function behaviors are wired to users. > > 1. When users use a PROCTIME() in SQL, the value of PROCTIME() > has a timezone offset with the wall-clock time in users' local time zone, > users need to add their local time zone offset manually to get expected > local timestamp(e.g: Users in Germany need to +1h to get expected local > timestamp). > > > > 2. Users can not use > CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP to get wall-clock > timestamp in local time zone, and thus they need write UDF in their SQL > just for implementing a simple filter like WHERE date_col = > CURRENT_DATE. > > > > 3. Another common case is the time window with day > interval based on PROCTIME(), user plan to put all data from one day into > the same window, but the window is assigned using timestamp in UTC+0 > timezone rather than the session timezone which leads to the window starts > with an offset(e.g: Users in China need to add -8h in their business sql > start and then +8h when output the result, the conversion like a magic for > users). > > > > These problems come from that lots of time-related functions like > PROCTIME(), NOW(), CURRENT_DATE, CURRENT_TIME and CURRENT_TIMESTAMP are > returning time values based on UTC+0 time zone. > > > > This topic will lead to a comparison of the three types, i.e. > TIMESTAMP/TIMESTAMP WITHOUT TIME ZONE, TIMESTAMP WITH LOCAL TIME ZONE and > TIMESTAMP WITH TIME ZONE. In order to better understand the three types, I > wrote a document[1] to help understand them better. You can also know the > tree timestamp types behavior in Hadoop ecosystem from the reference link > int the doc. > > > > > > I Invested all Flink time-related functions current behavior and > compared with other DB vendors like Pg,Presto, Hive, Spark, > Snowflake, I made an excel [2] to organize them well, we can use it > for the next discussion. Please let me know if I missed something. > > From my investigation, I think we need to correct the behavior of > function NOW()/PROCTIME()/CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP, to > correct them, we can change the function return type or function return > value or change return type and return value both. All of those way are > valid because SQL:2011 does not specify the function return type and every > SQL engine vendor has its own implementation. For example the > CURRENT_TIMESTAMP function, > > > > FLINK current behavior existed problem other vendors' > behavior proposed change > > CURRENT_TIMESTAMP CURRENT_TIMESTAMP > > TIMESTAMP(0) NOT NULL > > > > #session timezone: UTC > > 2020-12-28T23:52:52 > > > > #session timezone: UTC+8 > > 2020-12-28T23:52:52 > > > > wall clock: > > UTC+8: 2020-12-29 07:52:52 Wrong value：returns UTC timestamp, but > user expects current timestamp in session time zone In MySQL, Spark, > the function NOW() and CURRENT_TIMESTAMP return current timestamp value in > session time zone，the return type is TIMESTAMP > > > > In Pg, Presto, the function NOW() and LOCALTIMESTAMP return current > timestamp in session time zone，the return type is TIMESTAMP WITH TIME ZONE > > > > In Snowflake, the function CURRENT_TIMESTAMP / LOCALTIMESTAMP return > current timestamp in session time zone，the return type is TIMESTAMP WITH > LOCAL TIME ZONE Flink should return current timestamp in session time > zone, the return type should be TIMESTAMP > > > > > > I tend to only change the return value for these problematic > functions and introduce an option for compatibility consideration, what do > you think? > > > > > > Looking forward to your feedback. > > > > Best, > > Leonard > > > > [1] > https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing > < > https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing> > > > [2] > https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing > < > https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing> > ; |
Re: [DISCUSS] Correct time-related function behavior in Flink SQL
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In reply to this post by Kurt Young
> Before the changes, as I am writing this reply, the local time here is 2021-01-21 12:03:35 (Beijing time, UTC+8). > And I tried these 5 functions in sql client, and got: > > Flink SQL> select now(), PROCTIME(), CURRENT_TIMESTAMP, CURRENT_DATE, CURRENT_TIME; > +-------------------------+-------------------------+-------------------------+--------------+--------------+ > | EXPR$0 | EXPR$1 | CURRENT_TIMESTAMP | CURRENT_DATE | CURRENT_TIME | > +-------------------------+-------------------------+-------------------------+--------------+--------------+ > | 2021-01-21T04:03:35.228 | 2021-01-21T04:03:35.228 | 2021-01-21T04:03:35.228 | 2021-01-21 | 04:03:35.228 | > +-------------------------+-------------------------+-------------------------+--------------+--------------+ > After the changes, the expected behavior will change to: > > Flink SQL> select now(), PROCTIME(), CURRENT_TIMESTAMP, CURRENT_DATE, CURRENT_TIME; > +-------------------------+-------------------------+-------------------------+--------------+--------------+ > | EXPR$0 | EXPR$1 | CURRENT_TIMESTAMP | CURRENT_DATE | CURRENT_TIME | > +-------------------------+-------------------------+-------------------------+--------------+--------------+ > | 2021-01-21T12:03:35.228 | 2021-01-21T12:03:35.228 | 2021-01-21T12:03:35.228 | 2021-01-21 | 12:03:35.228 | > +-------------------------+-------------------------+-------------------------+--------------+--------------+ > The return type of now(), proctime() and CURRENT_TIMESTAMP still be TIMESTAMP; To Kurt, thanks for the intuitive case, it really clear, you’re wright that I want to propose to change the return value of these functions. It’s the most important part of the topic from user's perspective. > I think this definitely deserves a FLIP. To Jark, nice suggestion, I prepared a FLIP for this topic, and will start the FLIP discussion soon. >> If use the default Flink SQL, the window time range of the >> statistics is incorrect, then the statistical results will naturally be >> incorrect. To zhisheng, sorry to hear that this problem influenced your production jobs, Could you share your SQL pattern? we can have more inputs and try to resolve them. Best, Leonard > On Tue, Jan 19, 2021 at 6:42 PM Leonard Xu <[hidden email] <mailto:[hidden email]>> wrote: > I found above example format may mess up in different mail client, I post a picture here[1]. > > Best, > Leonard > > [1] https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png> <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png>> > > > 在 2021年1月19日，16:22，Leonard Xu <[hidden email] <mailto:[hidden email]>> 写道： > > > > Hi, all > > > > I want to start the discussion about correcting time-related function behavior in Flink SQL, this is a tricky topic but I think it’s time to address it. > > > > Currently some temporal function behaviors are wired to users. > > 1. When users use a PROCTIME() in SQL, the value of PROCTIME() has a timezone offset with the wall-clock time in users' local time zone, users need to add their local time zone offset manually to get expected local timestamp(e.g: Users in Germany need to +1h to get expected local timestamp). > > > > 2. Users can not use CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP to get wall-clock timestamp in local time zone, and thus they need write UDF in their SQL just for implementing a simple filter like WHERE date_col = CURRENT_DATE. > > > > 3. Another common case is the time window with day interval based on PROCTIME(), user plan to put all data from one day into the same window, but the window is assigned using timestamp in UTC+0 timezone rather than the session timezone which leads to the window starts with an offset(e.g: Users in China need to add -8h in their business sql start and then +8h when output the result, the conversion like a magic for users). > > > > These problems come from that lots of time-related functions like PROCTIME(), NOW(), CURRENT_DATE, CURRENT_TIME and CURRENT_TIMESTAMP are returning time values based on UTC+0 time zone. > > > > This topic will lead to a comparison of the three types, i.e. TIMESTAMP/TIMESTAMP WITHOUT TIME ZONE, TIMESTAMP WITH LOCAL TIME ZONE and TIMESTAMP WITH TIME ZONE. In order to better understand the three types, I wrote a document[1] to help understand them better. You can also know the tree timestamp types behavior in Hadoop ecosystem from the reference link int the doc. > > > > > > I Invested all Flink time-related functions current behavior and compared with other DB vendors like Pg,Presto, Hive, Spark, Snowflake, I made an excel [2] to organize them well, we can use it for the next discussion. Please let me know if I missed something. > > From my investigation, I think we need to correct the behavior of function NOW()/PROCTIME()/CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP, to correct them, we can change the function return type or function return value or change return type and return value both. All of those way are valid because SQL:2011 does not specify the function return type and every SQL engine vendor has its own implementation. For example the CURRENT_TIMESTAMP function, > > > > FLINK current behavior existed problem other vendors' behavior proposed change > > CURRENT_TIMESTAMP CURRENT_TIMESTAMP > > TIMESTAMP(0) NOT NULL > > > > #session timezone: UTC > > 2020-12-28T23:52:52 > > > > #session timezone: UTC+8 > > 2020-12-28T23:52:52 > > > > wall clock: > > UTC+8: 2020-12-29 07:52:52 Wrong value：returns UTC timestamp, but user expects current timestamp in session time zone In MySQL, Spark, the function NOW() and CURRENT_TIMESTAMP return current timestamp value in session time zone，the return type is TIMESTAMP > > > > In Pg, Presto, the function NOW() and LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH TIME ZONE > > > > In Snowflake, the function CURRENT_TIMESTAMP / LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH LOCAL TIME ZONE Flink should return current timestamp in session time zone, the return type should be TIMESTAMP > > > > > > I tend to only change the return value for these problematic functions and introduce an option for compatibility consideration, what do you think? > > > > > > Looking forward to your feedback. > > > > Best, > > Leonard > > > > [1] https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing> <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing>> > > [2] https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing> <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing>> > |
Re: [DISCUSS] Correct time-related function behavior in Flink SQL
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Hi Leonard,
thanks for working on this topic. I agree that time handling is not easy in Flink at the moment. We added new time data types (and some are still not supported which even further complicates things like TIME(9)). We should definitely improve this situation for users. This is a pretty opinionated topic and it seems that the SQL standard is not really deciding this but is at least supporting. So let me express my opinion for the most important functions: LOCALDATE / LOCALTIME / LOCALTIMESTAMP --> uses session time zone, returns DATE/TIME/TIMESTAMP I think those are the most obvious ones because the LOCAL indicates that the locality should be materialized into the result and any time zone information (coming from session config or data) is not important afterwards. CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP --> uses session time zone, returns DATE/TIME/TIMESTAMP I'm very sceptical about this behavior. Almost all mature systems (Oracle, Postgres) and new high quality systems (Presto, Snowflake) use a data type with some degree of time zone information encoded. In a globalized world with businesses spanning different regions, I think we should do this as well. There should be a difference between CURRENT_TIMESTAMP and LOCALTIMESTAMP. And users should be able to choose which behavior they prefer for their pipeline. If we would design this from scatch, I would suggest the following: - drop CURRENT_DATE / CURRENT_TIME and let users pick LOCALDATE / LOCALTIME for materialized timestamp parts - CURRENT_TIMESTAMP should return a TIMESTAMP WITH TIME ZONE to materialize all session time information into every record. It it the most generic data type and allows to cast to all other timestamp data types. This generic ability can be used for filter predicates as well either through implicit or explicit casting. PROCTIME/ROWTIME should be time functions based on a long value. Both System.currentMillis() and our watermark system work on long values. Those should return TIMESTAMP WITH LOCAL TIME ZONE because the main calculation should always happen based on UTC. We discussed it in a different thread, but we should allow PROCTIME globally. People need a way to create instances of TIMESTAMP WITH LOCAL TIME ZONE. This is not considered in the current design doc. Many pipelines contain UTC timestamps and thus it should be easy to create one. Also, both CURRENT_TIMESTAMP and LOCALTIMESTAMP can work with this type because we should remember that TIMESTAMP WITH LOCAL TIME ZONE accepts all timestamp data types as casting target [1]. We could allow TIMESTAMP WITH TIME ZONE in the future for ROWTIME. In any case, windows should simply adapt their behavior to the passed timestamp type. And with TIMESTAMP WITH LOCAL TIME ZONE a day is defined by considering the current session time zone. If we would like to design this with less effort required, we could think about returning TIMESTAMP WITH LOCAL TIME ZONE also for CURRENT_TIMESTAMP. I will try to involve more people into this discussion. Thanks, Timo [1] https://docs.oracle.com/en/database/oracle/oracle-database/21/sqlrf/Data-Types.html#GUID-E7CA339A-2093-4FE4-A36E-1D09593591D3 On 21.01.21 15:32, Leonard Xu wrote: > > >> Before the changes, as I am writing this reply, the local time here is 2021-01-21 12:03:35 (Beijing time, UTC+8). >> And I tried these 5 functions in sql client, and got: >> >> Flink SQL> select now(), PROCTIME(), CURRENT_TIMESTAMP, CURRENT_DATE, CURRENT_TIME; >> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >> | EXPR$0 | EXPR$1 | CURRENT_TIMESTAMP | CURRENT_DATE | CURRENT_TIME | >> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >> | 2021-01-21T04:03:35.228 | 2021-01-21T04:03:35.228 | 2021-01-21T04:03:35.228 | 2021-01-21 | 04:03:35.228 | >> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >> After the changes, the expected behavior will change to: >> >> Flink SQL> select now(), PROCTIME(), CURRENT_TIMESTAMP, CURRENT_DATE, CURRENT_TIME; >> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >> | EXPR$0 | EXPR$1 | CURRENT_TIMESTAMP | CURRENT_DATE | CURRENT_TIME | >> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >> | 2021-01-21T12:03:35.228 | 2021-01-21T12:03:35.228 | 2021-01-21T12:03:35.228 | 2021-01-21 | 12:03:35.228 | >> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >> The return type of now(), proctime() and CURRENT_TIMESTAMP still be TIMESTAMP; > > To Kurt, thanks for the intuitive case, it really clear, you’re wright that I want to propose to change the return value of these functions. It’s the most important part of the topic from user's perspective. > >> I think this definitely deserves a FLIP. > To Jark, nice suggestion, I prepared a FLIP for this topic, and will start the FLIP discussion soon. > >>> If use the default Flink SQL, the window time range of the >>> statistics is incorrect, then the statistical results will naturally be >>> incorrect. > To zhisheng, sorry to hear that this problem influenced your production jobs, Could you share your SQL pattern? we can have more inputs and try to resolve them. > > > Best, > Leonard > > > >> On Tue, Jan 19, 2021 at 6:42 PM Leonard Xu <[hidden email] <mailto:[hidden email]>> wrote: >> I found above example format may mess up in different mail client, I post a picture here[1]. >> >> Best, >> Leonard >> >> [1] https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png> <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png>> >> >>> 在 2021年1月19日，16:22，Leonard Xu <[hidden email] <mailto:[hidden email]>> 写道： >>> >>> Hi, all >>> >>> I want to start the discussion about correcting time-related function behavior in Flink SQL, this is a tricky topic but I think it’s time to address it. >>> >>> Currently some temporal function behaviors are wired to users. >>> 1. When users use a PROCTIME() in SQL, the value of PROCTIME() has a timezone offset with the wall-clock time in users' local time zone, users need to add their local time zone offset manually to get expected local timestamp(e.g: Users in Germany need to +1h to get expected local timestamp). >>> >>> 2. Users can not use CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP to get wall-clock timestamp in local time zone, and thus they need write UDF in their SQL just for implementing a simple filter like WHERE date_col = CURRENT_DATE. >>> >>> 3. Another common case is the time window with day interval based on PROCTIME(), user plan to put all data from one day into the same window, but the window is assigned using timestamp in UTC+0 timezone rather than the session timezone which leads to the window starts with an offset(e.g: Users in China need to add -8h in their business sql start and then +8h when output the result, the conversion like a magic for users). >>> >>> These problems come from that lots of time-related functions like PROCTIME(), NOW(), CURRENT_DATE, CURRENT_TIME and CURRENT_TIMESTAMP are returning time values based on UTC+0 time zone. >>> >>> This topic will lead to a comparison of the three types, i.e. TIMESTAMP/TIMESTAMP WITHOUT TIME ZONE, TIMESTAMP WITH LOCAL TIME ZONE and TIMESTAMP WITH TIME ZONE. In order to better understand the three types, I wrote a document[1] to help understand them better. You can also know the tree timestamp types behavior in Hadoop ecosystem from the reference link int the doc. >>> >>> >>> I Invested all Flink time-related functions current behavior and compared with other DB vendors like Pg,Presto, Hive, Spark, Snowflake, I made an excel [2] to organize them well, we can use it for the next discussion. Please let me know if I missed something. >>> From my investigation, I think we need to correct the behavior of function NOW()/PROCTIME()/CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP, to correct them, we can change the function return type or function return value or change return type and return value both. All of those way are valid because SQL:2011 does not specify the function return type and every SQL engine vendor has its own implementation. For example the CURRENT_TIMESTAMP function, >>> >>> FLINK current behavior existed problem other vendors' behavior proposed change >>> CURRENT_TIMESTAMP CURRENT_TIMESTAMP >>> TIMESTAMP(0) NOT NULL >>> >>> #session timezone: UTC >>> 2020-12-28T23:52:52 >>> >>> #session timezone: UTC+8 >>> 2020-12-28T23:52:52 >>> >>> wall clock: >>> UTC+8: 2020-12-29 07:52:52 Wrong value：returns UTC timestamp, but user expects current timestamp in session time zone In MySQL, Spark, the function NOW() and CURRENT_TIMESTAMP return current timestamp value in session time zone，the return type is TIMESTAMP >>> >>> In Pg, Presto, the function NOW() and LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH TIME ZONE >>> >>> In Snowflake, the function CURRENT_TIMESTAMP / LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH LOCAL TIME ZONE Flink should return current timestamp in session time zone, the return type should be TIMESTAMP >>> >>> >>> I tend to only change the return value for these problematic functions and introduce an option for compatibility consideration, what do you think? >>> >>> >>> Looking forward to your feedback. >>> >>> Best, >>> Leonard >>> >>> [1] https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing> <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing>> >>> [2] https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing> <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing>> >> > > |
Re: [DISCUSS] Correct time-related function behavior in Flink SQL
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Thanks @Timo for the detailed reply.
Let’s continue the technical discussion on the former FLIP discussion thread[1]: [DISCUSS] FLIP-162: Consistent Flink SQL time function behavior. We can share our decision to user and user-zh on this thread once we have a final proposal. Best, Leonard [1] http://apache-flink-mailing-list-archive.1008284.n3.nabble.com/DISCUSS-FLIP-162-Consistent-Flink-SQL-time-function-behavior-tc48116.html > 在 2021年1月22日，00:53，Timo Walther <[hidden email]> 写道： > > Hi Leonard, > > thanks for working on this topic. I agree that time handling is not easy in Flink at the moment. We added new time data types (and some are still not supported which even further complicates things like TIME(9)). We should definitely improve this situation for users. > > This is a pretty opinionated topic and it seems that the SQL standard is not really deciding this but is at least supporting. So let me express my opinion for the most important functions: > > LOCALDATE / LOCALTIME / LOCALTIMESTAMP > > --> uses session time zone, returns DATE/TIME/TIMESTAMP > > I think those are the most obvious ones because the LOCAL indicates that the locality should be materialized into the result and any time zone information (coming from session config or data) is not important afterwards. > > CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP > > --> uses session time zone, returns DATE/TIME/TIMESTAMP > > I'm very sceptical about this behavior. Almost all mature systems (Oracle, Postgres) and new high quality systems (Presto, Snowflake) use a data type with some degree of time zone information encoded. In a globalized world with businesses spanning different regions, I think we should do this as well. There should be a difference between CURRENT_TIMESTAMP and LOCALTIMESTAMP. And users should be able to choose which behavior they prefer for their pipeline. > > If we would design this from scatch, I would suggest the following: > > - drop CURRENT_DATE / CURRENT_TIME and let users pick LOCALDATE / LOCALTIME for materialized timestamp parts > > - CURRENT_TIMESTAMP should return a TIMESTAMP WITH TIME ZONE to materialize all session time information into every record. It it the most generic data type and allows to cast to all other timestamp data types. This generic ability can be used for filter predicates as well either through implicit or explicit casting. > > PROCTIME/ROWTIME should be time functions based on a long value. Both System.currentMillis() and our watermark system work on long values. Those should return TIMESTAMP WITH LOCAL TIME ZONE because the main calculation should always happen based on UTC. We discussed it in a different thread, but we should allow PROCTIME globally. People need a way to create instances of TIMESTAMP WITH LOCAL TIME ZONE. This is not considered in the current design doc. Many pipelines contain UTC timestamps and thus it should be easy to create one. Also, both CURRENT_TIMESTAMP and LOCALTIMESTAMP can work with this type because we should remember that TIMESTAMP WITH LOCAL TIME ZONE accepts all timestamp data types as casting target [1]. We could allow TIMESTAMP WITH TIME ZONE in the future for ROWTIME. > > In any case, windows should simply adapt their behavior to the passed timestamp type. And with TIMESTAMP WITH LOCAL TIME ZONE a day is defined by considering the current session time zone. > > If we would like to design this with less effort required, we could think about returning TIMESTAMP WITH LOCAL TIME ZONE also for CURRENT_TIMESTAMP. > > > I will try to involve more people into this discussion. > > Thanks, > Timo > > [1] https://docs.oracle.com/en/database/oracle/oracle-database/21/sqlrf/Data-Types.html#GUID-E7CA339A-2093-4FE4-A36E-1D09593591D3 <https://docs.oracle.com/en/database/oracle/oracle-database/21/sqlrf/Data-Types.html#GUID-E7CA339A-2093-4FE4-A36E-1D09593591D3> > > On 21.01.21 15:32, Leonard Xu wrote: >>> Before the changes, as I am writing this reply, the local time here is 2021-01-21 12:03:35 (Beijing time, UTC+8). >>> And I tried these 5 functions in sql client, and got: >>> >>> Flink SQL> select now(), PROCTIME(), CURRENT_TIMESTAMP, CURRENT_DATE, CURRENT_TIME; >>> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >>> | EXPR$0 | EXPR$1 | CURRENT_TIMESTAMP | CURRENT_DATE | CURRENT_TIME | >>> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >>> | 2021-01-21T04:03:35.228 | 2021-01-21T04:03:35.228 | 2021-01-21T04:03:35.228 | 2021-01-21 | 04:03:35.228 | >>> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >>> After the changes, the expected behavior will change to: >>> >>> Flink SQL> select now(), PROCTIME(), CURRENT_TIMESTAMP, CURRENT_DATE, CURRENT_TIME; >>> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >>> | EXPR$0 | EXPR$1 | CURRENT_TIMESTAMP | CURRENT_DATE | CURRENT_TIME | >>> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >>> | 2021-01-21T12:03:35.228 | 2021-01-21T12:03:35.228 | 2021-01-21T12:03:35.228 | 2021-01-21 | 12:03:35.228 | >>> +-------------------------+-------------------------+-------------------------+--------------+--------------+ >>> The return type of now(), proctime() and CURRENT_TIMESTAMP still be TIMESTAMP; >> To Kurt, thanks for the intuitive case, it really clear, you’re wright that I want to propose to change the return value of these functions. It’s the most important part of the topic from user's perspective. >>> I think this definitely deserves a FLIP. >> To Jark, nice suggestion, I prepared a FLIP for this topic, and will start the FLIP discussion soon. >>>> If use the default Flink SQL, the window time range of the >>>> statistics is incorrect, then the statistical results will naturally be >>>> incorrect. >> To zhisheng, sorry to hear that this problem influenced your production jobs, Could you share your SQL pattern? we can have more inputs and try to resolve them. >> Best, >> Leonard >>> On Tue, Jan 19, 2021 at 6:42 PM Leonard Xu <[hidden email] <mailto:[hidden email]> <mailto:[hidden email] <mailto:[hidden email]>>> wrote: >>> I found above example format may mess up in different mail client, I post a picture here[1]. >>> >>> Best, >>> Leonard >>> >>> [1] https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png> <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png>> <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png> <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png <https://github.com/leonardBang/flink-sql-etl/blob/master/etl-job/src/main/resources/pictures/CURRRENT_TIMESTAMP.png>>> >>> >>>> 在 2021年1月19日，16:22，Leonard Xu <[hidden email] <mailto:[hidden email]> <mailto:[hidden email] <mailto:[hidden email]>>> 写道： >>>> >>>> Hi, all >>>> >>>> I want to start the discussion about correcting time-related function behavior in Flink SQL, this is a tricky topic but I think it’s time to address it. >>>> >>>> Currently some temporal function behaviors are wired to users. >>>> 1. When users use a PROCTIME() in SQL, the value of PROCTIME() has a timezone offset with the wall-clock time in users' local time zone, users need to add their local time zone offset manually to get expected local timestamp(e.g: Users in Germany need to +1h to get expected local timestamp). >>>> >>>> 2. Users can not use CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP to get wall-clock timestamp in local time zone, and thus they need write UDF in their SQL just for implementing a simple filter like WHERE date_col = CURRENT_DATE. >>>> >>>> 3. Another common case is the time window with day interval based on PROCTIME(), user plan to put all data from one day into the same window, but the window is assigned using timestamp in UTC+0 timezone rather than the session timezone which leads to the window starts with an offset(e.g: Users in China need to add -8h in their business sql start and then +8h when output the result, the conversion like a magic for users). >>>> >>>> These problems come from that lots of time-related functions like PROCTIME(), NOW(), CURRENT_DATE, CURRENT_TIME and CURRENT_TIMESTAMP are returning time values based on UTC+0 time zone. >>>> >>>> This topic will lead to a comparison of the three types, i.e. TIMESTAMP/TIMESTAMP WITHOUT TIME ZONE, TIMESTAMP WITH LOCAL TIME ZONE and TIMESTAMP WITH TIME ZONE. In order to better understand the three types, I wrote a document[1] to help understand them better. You can also know the tree timestamp types behavior in Hadoop ecosystem from the reference link int the doc. >>>> >>>> >>>> I Invested all Flink time-related functions current behavior and compared with other DB vendors like Pg,Presto, Hive, Spark, Snowflake, I made an excel [2] to organize them well, we can use it for the next discussion. Please let me know if I missed something. >>>> From my investigation, I think we need to correct the behavior of function NOW()/PROCTIME()/CURRENT_DATE/CURRENT_TIME/CURRENT_TIMESTAMP, to correct them, we can change the function return type or function return value or change return type and return value both. All of those way are valid because SQL:2011 does not specify the function return type and every SQL engine vendor has its own implementation. For example the CURRENT_TIMESTAMP function, >>>> >>>> FLINK current behavior existed problem other vendors' behavior proposed change >>>> CURRENT_TIMESTAMP CURRENT_TIMESTAMP >>>> TIMESTAMP(0) NOT NULL >>>> >>>> #session timezone: UTC >>>> 2020-12-28T23:52:52 >>>> >>>> #session timezone: UTC+8 >>>> 2020-12-28T23:52:52 >>>> >>>> wall clock: >>>> UTC+8: 2020-12-29 07:52:52 Wrong value：returns UTC timestamp, but user expects current timestamp in session time zone In MySQL, Spark, the function NOW() and CURRENT_TIMESTAMP return current timestamp value in session time zone，the return type is TIMESTAMP >>>> >>>> In Pg, Presto, the function NOW() and LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH TIME ZONE >>>> >>>> In Snowflake, the function CURRENT_TIMESTAMP / LOCALTIMESTAMP return current timestamp in session time zone，the return type is TIMESTAMP WITH LOCAL TIME ZONE Flink should return current timestamp in session time zone, the return type should be TIMESTAMP >>>> >>>> >>>> I tend to only change the return value for these problematic functions and introduce an option for compatibility consideration, what do you think? >>>> >>>> >>>> Looking forward to your feedback. >>>> >>>> Best, >>>> Leonard >>>> >>>> [1] https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing><https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing>> <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing><https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing <https://docs.google.com/document/d/1iY3eatV8LBjmF0gWh2JYrQR0FlTadsSeuCsksOVp_iA/edit?usp=sharing>>> >>>> [2] https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing> <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing>> <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing><https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing <https://docs.google.com/spreadsheets/d/1T178krh9xG-WbVpN7mRVJ8bzFnaSJx3l-eg1EWZe_X4/edit?usp=sharing>>> |
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