Thank all for the sharing thoughts. I think we have gathered some useful initial feedback from this long discussion with a couple of focal points sticking out.
We will go back to do more research and adapt our proposal. Once it's ready, we will ask for a new round of review. If there is any disagreement, we will start a new discussion thread on each rather than having a mega discussion like this. Thanks to everyone for participating. Regards, Xuefu On Thu, Sep 5, 2019 at 2:52 AM Bowen Li <bowenl...@gmail.com> wrote: > Let me try to summarize and conclude the long thread so far: > > 1. For order of temp function v.s. built-in function: > > I think Dawid's point that temp function should be of fully qualified path > is a better reasoning to back the newly proposed order, and i agree we > don't need to follow Hive/Spark. > > However, I'd rather not change fundamentals of temporary functions in this > FLIP. It belongs to a bigger story of how temporary objects should be > redefined and be handled uniformly - currently temporary tables and views > (those registered from TableEnv#registerTable()) behave different than what > Dawid propose for temp functions, and we need a FLIP to just unify their > APIs and behaviors. > > I agree that backward compatibility is not an issue w.r.t Jark's points. > > ***Seems we do have consensus that it's acceptable to prevent users > registering a temp function in the same name as a built-in function. To > help us move forward, I'd like to propose setting such a restraint on temp > functions in this FLIP to simplify the design and avoid disputes.*** It > will also leave rooms for improvements in the future. > > > 2. For Hive built-in function: > > Thanks Timo for providing the Presto and Postgres examples. I feel modular > built-in functions can be a good fit for the geo and ml example as a native > Flink extension, but not sure if it fits well with external integrations. > Anyway, I think modular built-in functions is a bigger story and can be on > its own thread too, and our proposal doesn't prevent Flink from doing that > in the future. > > ***Seems we have consensus that users should be able to use built-in > functions of Hive or other external systems in SQL explicitly and > deterministically regardless of Flink built-in functions and the potential > modular built-in functions, via some new syntax like "mycat::func"? If so, > I'd like to propose removing Hive built-in functions from ambiguous > function resolution order, and empower users with such a syntax. This way > we sacrifice a little convenience for certainty*** > > > What do you think? > > On Wed, Sep 4, 2019 at 7:02 AM Dawid Wysakowicz <dwysakow...@apache.org> > wrote: > > > Hi, > > > > Regarding the Hive & Spark support of TEMPORARY FUNCTIONS. I've just > > performed some experiments (hive-2.3.2 & spark 2.4.4) and I think they > are > > very inconsistent in that manner (spark being way worse on that). > > > > Hive: > > > > You cannot overwrite all the built-in functions. I could overwrite most > of > > the functions I tried e.g. length, e, pi, round, rtrim, but there are > > functions I cannot overwrite e.g. CAST, ARRAY I get: > > > > > > * ParseException line 1:29 cannot recognize input near 'array' 'AS' * > > > > What is interesting is that I cannot ovewrite *array*, but I can ovewrite > > *map* or *struct*. Though hive behaves reasonable well if I manage to > > overwrite a function. When I drop the temporary function the native > > function is still available. > > > > Spark: > > > > Spark's behavior imho is super bad. > > > > Theoretically I could overwrite all functions. I was able e.g. to > > overwrite CAST function. I had to use though CREATE OR REPLACE TEMPORARY > > FUNCTION syntax. Otherwise I get an exception that a function already > > exists. However when I used the CAST function in a query it used the > > native, built-in one. > > > > When I overwrote current_date() function, it was used in a query, but it > > completely replaces the built-in function and I can no longer use the > > native function in any way. I cannot also drop the temporary function. I > > get: > > > > * Error in query: Cannot drop native function 'current_date';* > > > > Additional note, both systems do not allow creating TEMPORARY FUNCTIONS > > with a database. Temporary functions are always represented as a single > > name. > > > > In my opinion neither of the systems have consistent behavior. Generally > > speaking I think overwriting any system provided functions is just > > dangerous. > > > > Regarding Jark's concerns. Such functions would be registered in a > current > > catalog/database schema, so a user could still use its own function, but > > would have to fully qualify the function (because built-in functions take > > precedence). Moreover users would have the same problem with permanent > > functions. Imagine a user have a permanent function 'cat.db.explode'. In > > 1.9 the user could use just the 'explode' function as long as the 'cat' & > > 'db' were the default catalog & database. If we introduce 'explode' > > built-in function in 1.10, the user has to fully qualify the function. > > > > Best, > > > > Dawid > > On 04/09/2019 15:19, Timo Walther wrote: > > > > Hi all, > > > > thanks for the healthy discussion. It is already a very long discussion > > with a lot of text. So I will just post my opinion to a couple of > > statements: > > > > > Hive built-in functions are not part of Flink built-in functions, they > > are catalog functions > > > > That is not entirely true. Correct me if I'm wrong but I think Hive > > built-in functions are also not catalog functions. They are not stored in > > every Hive metastore catalog that is freshly created but are a set of > > functions that are listed somewhere and made available. > > > > > ambiguous functions reference just shouldn't be resolved to a different > > catalog > > > > I agree. They should not be resolved to a different catalog. That's why I > > am suggesting to split the concept of built-in functions and catalog > lookup > > semantics. > > > > > I don't know if any other databases handle built-in functions like that > > > > What I called "module" is: > > - Extension in Postgres [1] > > - Plugin in Presto [2] > > > > Btw. Presto even mentions example modules that are similar to the ones > > that we will introduce in the near future both for ML and System XYZ > > compatibility: > > "See either the presto-ml module for machine learning functions or the > > presto-teradata-functions module for Teradata-compatible functions, both > in > > the root of the Presto source." > > > > > functions should be either built-in already or just libraries > functions, > > and library functions can be adapted to catalog APIs or of some other > > syntax to use > > > > Regarding "built-in already", of course we can add a lot of functions as > > built-ins but we will end-up in a dependency hell in the near future if > we > > don't introduce a pluggable approach. Library functions is what you also > > suggest but storing them in a catalog means to always fully qualify them > or > > modifying the existing catalog design that was inspired by the standard. > > > > I don't think "it brings in even more complicated scenarios to the > > design", it just does clear separation of concerns. Integrating the > > functionality into the current design makes the catalog API more > > complicated. > > > > > why would users name a temporary function the same as a built-in > > function then? > > > > Because you never know what users do. If they don't, my suggested > > resolution order should not be a problem, right? > > > > > I don't think hive functions deserves be a function module > > > > Our goal is not to create a Hive clone. We need to think forward and Hive > > is just one of many systems that we can support. Not every built-in > > function behaves and will behave exactly like Hive. > > > > > regarding temporary functions, there are few systems that support it > > > > IMHO Spark and Hive are not always the best examples for consistent > > design. Systems like Postgres, Presto, or SQL Server should be used as a > > reference. I don't think that a user can overwrite a built-in function > > there. > > > > Regards, > > Timo > > > > [1] https://www.postgresql.org/docs/10/extend-extensions.html > > [2] https://prestodb.github.io/docs/current/develop/functions.html > > > > > > On 04.09.19 13:44, Jark Wu wrote: > > > > Hi all, > > > > Regarding #1 temp function <> built-in function and naming. > > I'm fine with temp functions should precede built-in function and can > > override built-in functions (we already support to override built-in > > function in 1.9). > > If we don't allow the same name as a built-in function, I'm afraid we > will > > have compatibility issues in the future. > > Say users register a user defined function named "explode" in 1.9, and we > > support a built-in "explode" function in 1.10. > > Then the user's jobs which call the registered "explode" function in 1.9 > > will all fail in 1.10 because of naming conflict. > > > > Regarding #2 "External" built-in functions. > > I think if we store external built-in functions in catalog, then > > "hive1::sqrt" is a good way to go. > > However, I would prefer to support a discovery mechanism (e.g. SPI) for > > built-in functions as Timo suggested above. > > This gives us the flexibility to add Hive or MySQL or Geo or whatever > > function set as built-in functions in an easy way. > > > > Best, > > Jark > > > > On Wed, 4 Sep 2019 at 17:47, Xuefu Z <usxu...@gmail.com> > > <usxu...@gmail.com> wrote: > > > > Hi David, > > > > Thank you for sharing your findings. It seems to me that there is no SQL > > standard regarding temporary functions. There are few systems that > support > > it. Here are what I have found: > > > > 1. Hive: no DB qualifier allowed. Can overwrite built-in. > > 2. Spark: basically follows Hive ( > > > > > > > https://docs.databricks.com/spark/latest/spark-sql/language-manual/create-function.html > > ) > > 3. SAP SQL Anywhere Server: can have owner (db?). Not sure of overwriting > > behavior. ( > > http://dcx.sap.com/sqla170/en/html/816bdf316ce210148d3acbebf6d39b18.html > ) > > > > Because of lack of standard, it's perfectly fine for Flink to define > > whatever it sees appropriate. Thus, your proposal (no overwriting and > must > > have DB as holder) is one option. The advantage is simplicity, The > > downside > > is the deviation from Hive, which is popular and de facto standard in big > > data world. > > > > However, I don't think we have to follow Hive. More importantly, we need > a > > consensus. I have no objection if your proposal is generally agreed upon. > > > > Thanks, > > Xuefu > > > > On Tue, Sep 3, 2019 at 11:58 PM Dawid Wysakowicz <dwysakow...@apache.org > > > > <dwysakow...@apache.org> > > wrote: > > > > Hi all, > > > > Just an opinion on the built-in <> temporary functions resolution and > > NAMING issue. I think we should not allow overriding the built-in > > functions, as this may pose serious issues and to be honest is rather > > not feasible and would require major rework. What happens if a user > > wants to override CAST? Calls to that function are generated at > > different layers of the stack that unfortunately does not always go > > through the Catalog API (at least yet). Moreover from what I've checked > > no other systems allow overriding the built-in functions. All the > > systems I've checked so far register temporary functions in a > > database/schema (either special database for temporary functions, or > > just current database). What I would suggest is to always register > > temporary functions with a 3 part identifier. The same way as tables, > > views etc. This effectively means you cannot override built-in > > functions. With such approach it is natural that the temporary functions > > end up a step lower in the resolution order: > > > > 1. built-in functions (1 part, maybe 2? - this is still under discussion) > > > > 2. temporary functions (always 3 part path) > > > > 3. catalog functions (always 3 part path) > > > > Let me know what do you think. > > > > Best, > > > > Dawid > > > > On 04/09/2019 06:13, Bowen Li wrote: > > > > Hi, > > > > I agree with Xuefu that the main controversial points are mainly the > > > > two > > > > places. My thoughts on them: > > > > 1) Determinism of referencing Hive built-in functions. We can either > > > > remove > > > > Hive built-in functions from ambiguous function resolution and require > > users to use special syntax for their qualified names, or add a config > > > > flag > > > > to catalog constructor/yaml for turning on and off Hive built-in > > > > functions > > > > with the flag set to 'false' by default and proper doc added to help > > > > users > > > > make their decisions. > > > > 2) Flink temp functions v.s. Flink built-in functions in ambiguous > > > > function > > > > resolution order. We believe Flink temp functions should precede Flink > > built-in functions, and I have presented my reasons. Just in case if we > > cannot reach an agreement, I propose forbid users registering temp > > functions in the same name as a built-in function, like MySQL's > > > > approach, > > > > for the moment. It won't have any performance concern, since built-in > > functions are all in memory and thus cost of a name check will be > > > > really > > > > trivial. > > > > > > On Tue, Sep 3, 2019 at 8:01 PM Xuefu Z <usxu...@gmail.com> > > <usxu...@gmail.com> wrote: > > > > From what I have seen, there are a couple of focal disagreements: > > > > 1. Resolution order: temp function --> flink built-in function --> > > > > catalog > > > > function vs flink built-in function --> temp function -> catalog > > > > function. > > > > 2. "External" built-in functions: how to treat built-in functions in > > external system and how users reference them > > > > For #1, I agree with Bowen that temp function needs to be at the > > > > highest > > > > priority because that's how a user might overwrite a built-in function > > without referencing a persistent, overwriting catalog function with a > > > > fully > > > > qualified name. Putting built-in functions at the highest priority > > eliminates that usage. > > > > For #2, I saw a general agreement on referencing "external" built-in > > functions such as those in Hive needs to be explicit and deterministic > > > > even > > > > though different approaches are proposed. To limit the scope and > > > > simply > > > > the > > > > usage, it seems making sense to me to introduce special syntax for > > > > user to > > > > explicitly reference an external built-in function such as hive1::sqrt > > > > or > > > > hive1._built_in.sqrt. This is a DML syntax matching nicely Catalog API > > > > call > > > > hive1.getFunction(ObjectPath functionName) where the database name is > > absent for bulit-in functions available in that catalog hive1. I > > > > understand > > > > that Bowen's original proposal was trying to avoid this, but this > > > > could > > > > turn out to be a clean and simple solution. > > > > (Timo's modular approach is great way to "expand" Flink's built-in > > > > function > > > > set, which seems orthogonal and complementary to this, which could be > > tackled in further future work.) > > > > I'd be happy to hear further thoughts on the two points. > > > > Thanks, > > Xuefu > > > > On Tue, Sep 3, 2019 at 7:11 PM Kurt Young <ykt...@gmail.com> > > <ykt...@gmail.com> wrote: > > > > Thanks Timo & Bowen for the feedback. Bowen was right, my proposal is > > > > the > > > > same > > as Bowen's. But after thinking about it, I'm currently lean to Timo's > > suggestion. > > > > The reason is backward compatibility. If we follow Bowen's approach, > > > > let's > > > > say we > > first find function in Flink's built-in functions, and then hive's > > built-in. For example, `foo` > > is not supported by Flink, but hive has such built-in function. So > > > > user > > > > will have hive's > > behavior for function `foo`. And in next release, Flink realize this > > > > is a > > > > very popular function > > and add it into Flink's built-in functions, but with different > > > > behavior > > > > as > > > > hive's. So in next > > release, the behavior changes. > > > > With Timo's approach, IIUC user have to tell the framework explicitly > > > > what > > > > kind of > > built-in functions he would like to use. He can just tell framework > > > > to > > > > abandon Flink's built-in > > functions, and use hive's instead. User can only choose between them, > > > > but > > > > not use > > them at the same time. I think this approach is more predictable. > > > > Best, > > Kurt > > > > > > On Wed, Sep 4, 2019 at 8:00 AM Bowen Li <bowenl...@gmail.com> > > <bowenl...@gmail.com> wrote: > > > > Hi all, > > > > Thanks for the feedback. Just a kindly reminder that the [Proposal] > > > > section > > > > in the google doc was updated, please take a look first and let me > > > > know > > > > if > > > > you have more questions. > > > > On Tue, Sep 3, 2019 at 4:57 PM Bowen Li <bowenl...@gmail.com> > > <bowenl...@gmail.com> > > > > wrote: > > > > Hi Timo, > > > > Re> 1) We should not have the restriction "hive built-in functions > > > > can > > > > only > > > > be used when current catalog is hive catalog". Switching a catalog > > should only have implications on the cat.db.object resolution but > > > > not > > > > functions. It would be quite convinient for users to use Hive > > > > built-ins > > > > even if they use a Confluent schema registry or just the in-memory > > > > catalog. > > > > There might be a misunderstanding here. > > > > First of all, Hive built-in functions are not part of Flink > > > > built-in > > > > functions, they are catalog functions, thus if the current catalog > > > > is > > > > not a > > > > HiveCatalog but, say, a schema registry catalog, ambiguous > > > > functions > > > > reference just shouldn't be resolved to a different catalog. > > > > Second, Hive built-in functions can potentially be referenced > > > > across > > > > catalog, but it doesn't have db namespace and we currently just > > > > don't > > > > have > > > > a SQL syntax for it. It can be enabled when such a SQL syntax is > > > > defined, > > > > e.g. "catalog::function", but it's out of scope of this FLIP. > > > > 2) I would propose to have separate concepts for catalog and > > > > built-in > > > > functions. In particular it would be nice to modularize built-in > > functions. Some built-in functions are very crucial (like AS, CAST, > > MINUS), others are more optional but stable (MD5, CONCAT_WS), and > > > > maybe > > > > we add more experimental functions in the future or function for > > > > some > > > > special application area (Geo functions, ML functions). A data > > > > platform > > > > team might not want to make every built-in function available. Or a > > function module like ML functions is in a different Maven module. > > > > I think this is orthogonal to this FLIP, especially we don't have > > > > the > > > > "external built-in functions" anymore and currently the built-in > > > > function > > > > category remains untouched. > > > > But just to share some thoughts on the proposal, I'm not sure about > > > > it: > > > > - I don't know if any other databases handle built-in functions > > > > like > > > > that. > > > > Maybe you can give some examples? IMHO, built-in functions are > > > > system > > > > info > > > > and should be deterministic, not depending on loaded libraries. Geo > > functions should be either built-in already or just libraries > > > > functions, > > > > and library functions can be adapted to catalog APIs or of some > > > > other > > > > syntax to use > > - I don't know if all use cases stand, and many can be achieved by > > > > other > > > > approaches too. E.g. experimental functions can be taken good care > > > > of > > > > by > > > > documentations, annotations, etc > > - the proposal basically introduces some concept like a pluggable > > > > built-in > > > > function catalog, despite the already existing catalog APIs > > - it brings in even more complicated scenarios to the design. E.g. > > > > how > > > > do > > > > you handle built-in functions in different modules but different > > > > names? > > > > In short, I'm not sure if it really stands and it looks like an > > > > overkill > > > > to me. I'd rather not go to that route. Related discussion can be > > > > on > > > > its > > > > own thread. > > > > 3) Following the suggestion above, we can have a separate discovery > > mechanism for built-in functions. Instead of just going through a > > > > static > > > > list like in BuiltInFunctionDefinitions, a platform team should be > > > > able > > > > to select function modules like > > catalogManager.setFunctionModules(CoreFunctions, GeoFunctions, > > HiveFunctions) or via service discovery; > > > > Same as above. I'll leave it to its own thread. > > > > re > 3) Dawid and I discussed the resulution order again. I agree > > > > with > > > > Kurt > > > > that we should unify built-in function (external or internal) > > > > under a > > > > common layer. However, the resolution order should be: > > 1. built-in functions > > 2. temporary functions > > 3. regular catalog resolution logic > > Otherwise a temporary function could cause clashes with Flink's > > > > built-in > > > > functions. If you take a look at other vendors, like SQL Server > > > > they > > > > also do not allow to overwrite built-in functions. > > > > ”I agree with Kurt that we should unify built-in function (external > > > > or > > > > internal) under a common layer.“ <- I don't think this is what Kurt > > > > means. > > > > Kurt and I are in favor of unifying built-in functions of external > > > > systems > > > > and catalog functions. Did you type a mistake? > > > > Besides, I'm not sure about the resolution order you proposed. > > > > Temporary > > > > functions have a lifespan over a session and are only visible to > > > > the > > > > session owner, they are unique to each user, and users create them > > > > on > > > > purpose to be the highest priority in order to overwrite system > > > > info > > > > (built-in functions in this case). > > > > In your case, why would users name a temporary function the same > > > > as a > > > > built-in function then? Since using that name in ambiguous function > > reference will always be resolved to built-in functions, creating a > > same-named temp function would be meaningless in the end. > > > > > > On Tue, Sep 3, 2019 at 1:44 PM Bowen Li <bowenl...@gmail.com> > > <bowenl...@gmail.com> > > > > wrote: > > > > Hi Jingsong, > > > > Re> 1.Hive built-in functions is an intermediate solution. So we > > > > should > > > > not introduce interfaces to influence the framework. To make > > Flink itself more powerful, we should implement the functions > > we need to add. > > > > Yes, please see the doc. > > > > Re> 2.Non-flink built-in functions are easy for users to change > > > > their > > > > behavior. If we support some flink built-in functions in the > > future but act differently from non-flink built-in, this will > > > > lead > > > > to > > > > changes in user behavior. > > > > There's no such concept as "external built-in functions" any more. > > Built-in functions of external systems will be treated as special > > > > catalog > > > > functions. > > > > Re> Another question is, does this fallback include all > > > > hive built-in functions? As far as I know, some hive functions > > have some hacky. If possible, can we start with a white list? > > Once we implement some functions to flink built-in, we can > > also update the whitelist. > > > > Yes, that's something we thought of too. I don't think it's super > > critical to the scope of this FLIP, thus I'd like to leave it to > > > > future > > > > efforts as a nice-to-have feature. > > > > > > On Tue, Sep 3, 2019 at 1:37 PM Bowen Li <bowenl...@gmail.com> > > <bowenl...@gmail.com> > > > > wrote: > > > > Hi Kurt, > > > > Re: > What I want to propose is we can merge #3 and #4, make them > > > > both > > > > under > > > > "catalog" concept, by extending catalog function to make it have > > > > ability to > > > > have built-in catalog functions. Some benefits I can see from > > > > this > > > > approach: > > > > 1. We don't have to introduce new concept like external built-in > > > > functions. > > > > Actually I don't see a full story about how to treat a built-in > > > > functions, and it > > > > seems a little bit disrupt with catalog. As a result, you have > > > > to > > > > make > > > > some restriction > > > > like "hive built-in functions can only be used when current > > > > catalog > > > > is > > > > hive catalog". > > > > Yes, I've unified #3 and #4 but it seems I didn't update some > > > > part > > > > of > > > > the doc. I've modified those sections, and they are up to date > > > > now. > > > > In short, now built-in function of external systems are defined > > > > as > > > > a > > > > special kind of catalog function in Flink, and handled by Flink > > > > as > > > > following: > > - An external built-in function must be associated with a catalog > > > > for > > > > the purpose of decoupling flink-table and external systems. > > - It always resides in front of catalog functions in ambiguous > > > > function > > > > reference order, just like in its own external system > > - It is a special catalog function that doesn’t have a > > > > schema/database > > > > namespace > > - It goes thru the same instantiation logic as other user defined > > catalog functions in the external system > > > > Please take another look at the doc, and let me know if you have > > > > more > > > > questions. > > > > > > On Tue, Sep 3, 2019 at 7:28 AM Timo Walther <twal...@apache.org> > > <twal...@apache.org> > > > > wrote: > > > > Hi Kurt, > > > > it should not affect the functions and operations we currently > > > > have > > > > in > > > > SQL. It just categorizes the available built-in functions. It is > > > > kind > > > > of > > an orthogonal concept to the catalog API but built-in functions > > > > deserve > > > > this special kind of treatment. CatalogFunction still fits > > > > perfectly > > > > in > > > > there because the regular catalog object resolution logic is not > > affected. So tables and functions are resolved in the same way > > > > but > > > > with > > > > built-in functions that have priority as in the original design. > > > > Regards, > > Timo > > > > > > On 03.09.19 15:26, Kurt Young wrote: > > > > Does this only affect the functions and operations we currently > > > > have > > > > in SQL > > > > and > > have no effect on tables, right? Looks like this is an > > > > orthogonal > > > > concept > > > > with Catalog? > > If the answer are both yes, then the catalog function will be a > > > > weird > > > > concept? > > > > Best, > > Kurt > > > > > > On Tue, Sep 3, 2019 at 8:10 PM Danny Chan < > > > > yuzhao....@gmail.com > > > > wrote: > > > > The way you proposed are basically the same as what Calcite > > > > does, I > > > > think > > > > we are in the same line. > > > > Best, > > Danny Chan > > 在 2019年9月3日 +0800 PM7:57，Timo Walther <twal...@apache.org > > > > ，写道： > > > > This sounds exactly as the module approach I mentioned, no? > > > > Regards, > > Timo > > > > On 03.09.19 13:42, Danny Chan wrote: > > > > Thanks Bowen for bring up this topic, I think it’s a useful > > > > refactoring to make our function usage more user friendly. > > > > For the topic of how to organize the builtin operators and > > > > operators > > > > of Hive, here is a solution from Apache Calcite, the Calcite > > > > way > > > > is > > > > to make > > > > every dialect operators a “Library”, user can specify which > > > > libraries they > > > > want to use for a sql query. The builtin operators always > > > > comes > > > > as > > > > the > > > > first class objects and the others are used from the order > > > > they > > > > appears. > > > > Maybe you can take a reference. > > > > [1] > > > > > > > https://github.com/apache/calcite/commit/9a4eab5240d96379431d14a1ac33bfebaf6fbb28 > > > > Best, > > Danny Chan > > 在 2019年8月28日 +0800 AM2:50，Bowen Li <bowenl...@gmail.com > > > > ，写道： > > > > Hi folks, > > > > I'd like to kick off a discussion on reworking Flink's > > > > FunctionCatalog. > > > > It's critically helpful to improve function usability in > > > > SQL. > > > > > > > https://docs.google.com/document/d/1w3HZGj9kry4RsKVCduWp82HkW6hhgi2unnvOAUS72t8/edit?usp=sharing > > > > In short, it: > > - adds support for precise function reference with > > > > fully/partially > > > > qualified name > > - redefines function resolution order for ambiguous > > > > function > > > > reference > > > > - adds support for Hive's rich built-in functions (support > > > > for > > > > Hive > > > > user > > > > defined functions was already added in 1.9.0) > > - clarifies the concept of temporary functions > > > > Would love to hear your thoughts. > > > > Bowen > > > > -- > > Xuefu Zhang > > > > "In Honey We Trust!" > > > > > > -- > > Xuefu Zhang > > > > "In Honey We Trust!" > > > > > > > -- Xuefu Zhang "In Honey We Trust!"
