Great update. +1 from me!

Patrick

On Mon, Aug 18, 2025 at 12:33 PM Jyothsna Konisa <jyothsna1...@gmail.com>
wrote:

> Hi Everyone,
>
> Thank you for all the great feedback! I’ve updated the proposed grammar in
> the CEP to align with our discussion and adopt PostgreSQL-style CQL
> statements. Below are a few clarifications on specific points:
>
> *Providers*
> For SECURITY LABEL, we will accept CQL statements such as:
>
> SECURITY LABEL [FOR <provider>] ON <object> IS '<text>';
> However, FOR <provider> will not be implemented in this CEP, as the scope
> here is limited to enriching schema elements. When a provider is supplied,
> value will be ignored. Server will log a warning message regarding the
> ignored field. Support for providers can be addressed in a future CEP,
> which would further strengthen Cassandra's security posture.
>
> *USE KEYSPACE and Autocomplete*
> We will support omitting the keyspace when USE KEYSPACE is active,
> enabling the expected autocomplete behavior.
>
> *CREATE TABLE LIKE*
> I agree with the suggestion to add a WITH COMMENTS option. By default,
> comments will not be copied. For example:
> CREATE TABLE ks.tb_copy LIKE ks.tb WITH INDEXES AND COMMENTS AND SECURITY
> LABEL;
> Thanks again for the thoughtful discussion and valuable input!
>
> Best,
> Jyothsna
>
> On Wed, Aug 13, 2025 at 4:03 AM Štefan Miklošovič <smikloso...@apache.org>
> wrote:
>
>> Thank you very much, Jyothsna, for being so receptive to community
>> suggestions. Really appreciate it.
>>
>> Regarding to your last example of comment creation, as you put that
>>
>> COMMENT ON COLUMN ks.tb.val IS 'credit card number'
>> SECURITY LABEL ON COLUMN ks.tb.val IS 'PII'
>>
>> having Cassandra which has also the concept of keyspaces, when I compare
>> it with PG which has this
>>
>> COMMENT ON COLUMN my_table.my_column IS 'Employee ID number';
>>
>>  and we would have this
>>
>> COMMENT ON COLUMN ks.tb.val IS 'credit card number'
>>
>> The construct of "ks.tb.val" is rather unusual but I think we could
>> definitely live with it.
>>
>> One more caveat to all these examples is that if we have
>>
>> USE KEYSPACE ks;
>>
>> then this should "autocomplete" ks:
>>
>> COMMENT ON COLUMN tb.val IS 'credit card number'
>>
>> Similarly, it would be nice if it was done like that of all other
>> elements which logically reside in a keyspace.
>>
>> There is also "CREATE TABLE LIKE" introduced recently (1, 2, 3) and if
>> there is a table we go to copy like that to another one, it is questionable
>> if we should automatically create all comments with it. We could follow how
>> it is done for indexes:
>>
>> CREATE TABLE ks.tb_copy LIKE ks.tb WITH INDEXES;
>>
>> so here it would be
>>
>> CREATE TABLE ks.tb_copy LIKE ks.tb WITH COMMENTS;
>>
>> and in case of both specified:
>>
>> CREATE TABLE ks.tb_copy LIKE ks.tb WITH INDEXES AND COMMENTS;
>>
>> and by default comments would _not_ be copied over.
>>
>> Regards and thank you
>>
>> (1) https://issues.apache.org/jira/browse/CASSANDRA-7662
>> (2) https://issues.apache.org/jira/browse/CASSANDRA-19964
>> (3) https://issues.apache.org/jira/browse/CASSANDRA-19965
>>
>> On Tue, Aug 12, 2025 at 9:53 PM Jyothsna Konisa <jyothsna1...@gmail.com>
>> wrote:
>>
>>>
>>> Hi Stefan, Patrick, and everyone,
>>>
>>> Thank you all for your valuable feedback and suggestions. I've
>>> consolidated the key points and wanted to share our thinking on a path
>>> forward.
>>>
>>>
>>> *Regarding the PostgreSQL-style Syntax (COMMENT ON & SECURITY LABEL)*
>>>
>>> We agree with the consensus that adopting PostgreSQL-style syntax is the
>>> most promising approach for the following reasons, which were
>>> well-articulated in the thread:
>>>
>>> - Avoids introducing new Syntax
>>>
>>> - Keeps CQL closer to mainstream SQL
>>>
>>> - More SQL data for LLM training
>>>
>>>
>>>
>>> *Storing Annotations*
>>> We propose to store these comments as part of the schema element's
>>> metadata, which will be persisted to TCM.
>>>
>>> Regarding the discussion about a separate table for annotations: We want
>>> to present an alternative to store annotations/comments in a virtual table.
>>> We can address this during implementation or as a follow-up to this CEP.
>>>
>>> *Impact on DESCRIBE Statements*
>>>
>>> Adopting the COMMENT ON syntax will require some changes to how the
>>> schema is displayed.
>>>
>>> To maintain consistency and ensure the schema can be fully reproduced,
>>> the COMMENT ON statements must be included in the output of DESCRIBE TABLE.
>>> We propose that the output for DESCRIBE TABLE would look something like
>>> this:
>>>
>>>
>>> // Comment creation & DESC table output
>>> CREATE TABLE ks.tb
>>> (
>>>     id int PRIMARY KEY,
>>>     val text
>>> )
>>>
>>> COMMENT ON COLUMN ks.tb.val IS 'credit card number'
>>> SECURITY LABEL ON COLUMN ks.tb.val IS 'PII'
>>>
>>>
>>> Including the comment information within the CREATE TABLE statement
>>> itself might be redundant and displaying them as separate COMMENT ON
>>> statements might be better.
>>>
>>> Thanks
>>> Jyothsna
>>>
>>> On Tue, Aug 12, 2025 at 9:31 AM Štefan Miklošovič <
>>> smikloso...@apache.org> wrote:
>>>
>>>> One more point I would like to add. If we enrich the output with
>>>> comments, I think that seeing comments should be only default if I can take
>>>> what DESCRIBE prints and I can copy it as-is and create tables from it.
>>>> Very often, DESCRIBE acts as something like "I will copy this schema here
>>>> so I can reconstruct it later". So I would expect that, by default, what
>>>> DESCRIBE gives is "reconstructable". I think there are a lot of tests
>>>> already which tests what DESCRIBE prints can be reconstructed and this
>>>> would need to be preserved.
>>>>
>>>> We might still do "DESCRIBE ks.tb" without comments / annotations and
>>>> then "DESCRIBE ks.tb WITH COMMENTS / ANNOTATIONS" to print them.
>>>>
>>>> If we put comments on this it is "reconstructable by copy-pasting" as
>>>> well:
>>>>
>>>> create table ks.tb
>>>> (
>>>>     -- my primary key column
>>>>     id int primary key,
>>>>     -- this is my value
>>>>     val text
>>>> )
>>>>
>>>> however this is not
>>>>
>>>> create table ks.tb
>>>> (
>>>>     /**
>>>>      my primary key column
>>>>     */
>>>>     id int primary key,
>>>>     val text
>>>> )
>>>>
>>>> you got me ...
>>>>
>>>> Also, if we start to automatically enrich DESCRIBE output, it would be
>>>> very nice if this was digestible by previous versions. Because if I copy
>>>> DESCRIBE output in 5.1 with @PII then I can not just apply that to 5.0
>>>> where that concept is not known yet. However plain comments do work in
>>>> previous versions as well.
>>>>
>>>> For this reason I would not make annotations visible by default, I
>>>> would opt-in by WITH COMMENTS / WITH ANNOTATIONS only and keep the current
>>>> output as is.
>>>>
>>>>
>>>> On Tue, Aug 12, 2025 at 10:56 AM Mick <m...@apache.org> wrote:
>>>>
>>>>> a point of order and a reminder: aside from suggestions that the CEP
>>>>> author is free to adopt or not, anything that's assuming to steer what the
>>>>> CEP should be should be accompanied with the willingness to commit in
>>>>> helping making it happen.  we want to work as a meritocracy: those that
>>>>> lead the work have the say, and blocking their chosen approach against
>>>>> their wishes is only on clear technical reasons.  API designs (CQL
>>>>> additions) always needs to be chosen and evolved carefully, and every CEP
>>>>> proposed should be open to that being naturally part of its discussion
>>>>> pre-vote.
>>>>>
>>>>> following the PG approach does make a lot of sense.
>>>>> what are your thoughts on it Jyothsna & Yifan ?
>>>>>
>>>>>
>>>>>
>>>>> > On 12 Aug 2025, at 09:14, Štefan Miklošovič <smikloso...@apache.org>
>>>>> wrote:
>>>>> >
>>>>> > I like the idea of COMMENT ON and alike from PG! Yes, great stuff,
>>>>> as we do not invent anything custom and we will be as close as possible to
>>>>> industry standard.
>>>>> >
>>>>> > So, if I understand this correctly, on COMMENT ON, we would save
>>>>> each comment to a dedicated table. Then on DESCRIBE, we would "enrich" the
>>>>> CQL element we are describing with commentary, if any, from that comment
>>>>> table, correct?
>>>>> >
>>>>> > I, in general, support this idea, but as usual the devil is in the
>>>>> details. I am just genuinely curious how this would work in practice.
>>>>> >
>>>>> >
>>>>> > If we go with COMMENT ON, is this going to be stored to TCM or not?
>>>>> >
>>>>> >
>>>>> > If the answer is yes, then it is way more simpler, because then this
>>>>> commentary would be dispersed by the means of TCM and each node would 
>>>>> apply
>>>>> this transformation locally to system_schema.annotations.
>>>>> >
>>>>> > If the answer is no and if there is a cluster and we do COMMENT ON,
>>>>> then this comment has to be saved to a table. If we rule out TCM as a
>>>>> vehicle for the dispersion of these comments, that comment table has to be
>>>>> distributed / replicated, correct? I do not think that we can create that
>>>>> table under system_schema then, as that is on LocalStrategy and all
>>>>> modifications to that are, as I understand it, done via TCM?
>>>>> >
>>>>> > Hence, I guess the better place for that is under
>>>>> system_distributed? That means that if somebody changes that keyspace to
>>>>> NTS or nodes are not available, we will not be able to create any
>>>>> commentary.
>>>>> >
>>>>> > Also, if we remove / alter anything, like dropping a keyspace,
>>>>> table, index, removing column etc ... all these changes would need to also
>>>>> remove respective comments from that table etc etc.
>>>>> >
>>>>> > For these reasons, I think that having dedicated
>>>>> system_schema.annotations table while interacting with it via COMMENT ON 
>>>>> to
>>>>> be "PG-compatible" so people can query that table directly, and backing
>>>>> COMMENT ON by TCM by having it as another transformation (as COMMENT ON is
>>>>> inherently part of the schema) is the best way to do this.
>>>>> >
>>>>> > On Mon, Aug 11, 2025 at 10:55 PM Patrick McFadin <pmcfa...@gmail.com>
>>>>> wrote:
>>>>> > One (of many) reasons I'm advocating we migrate away from CQL. It
>>>>> served a purpose at the time, but this project is evolving and this to me
>>>>> seems like the logical next iteration. The Cassandra project has built 
>>>>> it's
>>>>> reputation on what it can do, not clever syntax design. ;)
>>>>> >
>>>>> > Patrick
>>>>> >
>>>>> > On Mon, Aug 11, 2025 at 1:51 PM Yifan Cai <yc25c...@gmail.com>
>>>>> wrote:
>>>>> > The reasonings on operator and LLM familiarity are spot on.
>>>>> >
>>>>> > I have experimented with LLM generated queries. It typically does a
>>>>> noticeably better job on SQL than CQL.
>>>>> >
>>>>> > - Yifan
>>>>> >
>>>>> > On Mon, Aug 11, 2025 at 1:44 PM Patrick McFadin <pmcfa...@gmail.com>
>>>>> wrote:
>>>>> > I really love this CEP.  +1 on the goal.
>>>>> >
>>>>> > As you've already seen, I've been advocating to improve our syntax
>>>>> ergonomics towards more mainstream SQL and avoiding new/custom syntax.  I
>>>>> would suggest the following changes towards that goal:
>>>>> >  - Reuse PG-shaped DDL. Keep human text in COMMENT ON[1] (map
>>>>> existing table comments to that). For structured tags, mirror SECURITY
>>>>> LABEL[2]:
>>>>> > SECURITY LABEL FOR <provider> ON <object> IS '<text>';
>>>>> >
>>>>> > - Allow multiple providers per object. Store the value as text in v1
>>>>> (JSON or key/val later if we want), which avoids inventing new inline @
>>>>> syntax.
>>>>> >
>>>>> >  - Avoid new grammar in CREATE/ALTER. Skipping inline @PII keeps
>>>>> schemas readable and the grammar simple. Tools can issue COMMENT
>>>>> ON/SECURITY LABEL right after DDL, like PG users do today.
>>>>> >
>>>>> >  - Names & built-ins. Case-insensitive provider names with canonical
>>>>> lowercase. No separate @Description type. COMMENT ON already covers that
>>>>> use case cleanly.
>>>>> >
>>>>> >  - Introspection by query and by DESC. Keep annotations visible in
>>>>> DESCRIBE, but also expose a single system_schema.annotations view
>>>>> (provider, object_type, object_name, sub_name, value) so folks can get all
>>>>> annotations for a table. Example: “find all columns labeled PII,” etc.
>>>>> >
>>>>> > Why PG-like? Besides operator familiarity, there’s far more training
>>>>> data and tooling around COMMENT ON/SECURITY LABEL than around bespoke
>>>>> @annotation syntax. Sticking to that shape reduces LLM/tool friction and
>>>>> avoids teaching the world a new grammar. This has been a huge challenge 
>>>>> for
>>>>> Cassandra work with LLMs as models tend to drift towards PG SQL in CQL
>>>>> often. (No Claude, JOIN is not a keyword in Cassandra)
>>>>> >
>>>>> > If this direction sounds good, happy to help update the CEP text and
>>>>> examples.
>>>>> >
>>>>> > Patrick
>>>>> >
>>>>> > 1: COMMENT ON docs
>>>>> https://www.postgresql.org/docs/current/sql-comment.html
>>>>> > 2: SECURITY LABEL docs
>>>>> https://www.postgresql.org/docs/current/sql-security-label.html
>>>>> >
>>>>> >
>>>>> > On Mon, Aug 11, 2025 at 10:18 AM Yifan Cai <yc25c...@gmail.com>
>>>>> wrote:
>>>>> > IMO, the full schema or table schema output already makes it
>>>>> possible to filter the fields (not limited to columns) that are using
>>>>> certain annotations, relatively easily. Grepping or parsing, whichever is
>>>>> more suitable for the scenarios; consumers make the call.
>>>>> > There is not much added value by providing such a dedicated query,
>>>>> however, adding quite a lot of complexity in the design of this CEP. 
>>>>> Please
>>>>> correct me if I have the wrong understanding of the queries.
>>>>> >
>>>>> > Another reason for preferring the existing "DESCRIBE" statements is
>>>>> the gen-AI enrichment mentioned in the CEP. We most likely want to feed 
>>>>> the
>>>>> LLM the full (table) schema.
>>>>> >
>>>>> > The primary goal is to enrich the schema with annotations. Through
>>>>> the discussion thread, we will find out whether there is enough motivation
>>>>> to support such queries to filter by annotation. I appreciate that you
>>>>> brought up the idea.
>>>>> >
>>>>> > Although we are not at the stage of talking about the
>>>>> implementation, just sharing my thoughts a bit, I am thinking of the
>>>>> approach (1) that Stefan mentioned.
>>>>> >
>>>>> > - Yifan
>>>>> >
>>>>> > On Mon, Aug 11, 2025 at 6:31 AM Francisco Guerrero <
>>>>> fran...@apache.org> wrote:
>>>>> > Another interesting query would be to retrieve all the fields
>>>>> annotated with PII
>>>>> > for example.
>>>>> >
>>>>> > On 2025/08/11 01:01:21 Yifan Cai wrote:
>>>>> > > >
>>>>> > > > Will there be an option to do a SELECT query to read all the
>>>>> annotations
>>>>> > > > of a table?
>>>>> > >
>>>>> > >
>>>>> > > It is an interesting question! Would you mind sharing an example
>>>>> of the
>>>>> > > output you'd expect from a query like *"SELECT * FROM
>>>>> > > system_schema.annotations where keyspace_name=<> and
>>>>> table_name=<>"*? I am
>>>>> > > curious how that might differ from what we get when running "DESC
>>>>> TABLE".
>>>>> > >
>>>>> > > - Yifan
>>>>> > >
>>>>> > > On Sat, Aug 9, 2025 at 9:43 AM Jaydeep Chovatia <
>>>>> chovatia.jayd...@gmail.com>
>>>>> > > wrote:
>>>>> > >
>>>>> > > > >we could explore enriching the syntax with DESCRIBE
>>>>> > > >
>>>>> > > > Will there be an option to do a SELECT query to read all the
>>>>> annotations
>>>>> > > > of a table? Something like *"SELECT * FROM
>>>>> system_schema.annotations
>>>>> > > > where keyspace_name=<> and table_name=<>"*
>>>>> > > > It would be helpful to have a structured CQL query on top of
>>>>> printing the
>>>>> > > > annotations through DESC so that the information can be consumed
>>>>> easily.
>>>>> > > >
>>>>> > > > Jaydeep
>>>>> > > >
>>>>> > > > On Fri, Aug 8, 2025 at 11:03 AM Jyothsna Konisa <
>>>>> jyothsna1...@gmail.com>
>>>>> > > > wrote:
>>>>> > > >
>>>>> > > >> Thanks, Joel, for the positive response.
>>>>> > > >>
>>>>> > > >> 1. User-defined vs. pre-defined annotation types
>>>>> > > >>
>>>>> > > >> We'd like to have one predefined annotation, Description, but
>>>>> also give
>>>>> > > >> users the flexibility to create new ones. If a user feels that
>>>>> a custom
>>>>> > > >> annotation like @Desc suits their use case, they should be
>>>>> allowed to use
>>>>> > > >> it, as these elements are purely descriptive and have no
>>>>> actions associated
>>>>> > > >> with them.
>>>>> > > >>
>>>>> > > >> 2. Syntactically, is it worth considering other alternatives?
>>>>> > > >>
>>>>> > > >> You're concerned that having several annotations on multiple
>>>>> columns
>>>>> > > >> could make schemas difficult to read. For now, we can have
>>>>> annotations
>>>>> > > >> printed as part of DESCRIBE statements. If there's a strong
>>>>> need to
>>>>> > > >> suppress annotations for readability, we could explore
>>>>> enriching the syntax
>>>>> > > >> with DESCRIBE [FULL] SCHEMA [WITH ANNOTATIONS], similar to the
>>>>> existing
>>>>> > > >> DESCRIBE [FULL] SCHEMA.
>>>>> > > >>
>>>>> > > >> Thanks,
>>>>> > > >> Jyothsna
>>>>> > > >>
>>>>> > > >> On Fri, Aug 8, 2025 at 10:56 AM Jyothsna Konisa <
>>>>> jyothsna1...@gmail.com>
>>>>> > > >> wrote:
>>>>> > > >>
>>>>> > > >>> Thanks, Stefan, for your feedback!
>>>>> > > >>>
>>>>> > > >>> To answer your questions,
>>>>> > > >>>
>>>>> > > >>> 1. I agree; annotations can optionally take arguments, and if
>>>>> an
>>>>> > > >>> annotation doesn't have an argument, we can skip the arguments
>>>>> in the
>>>>> > > >>> "DESCRIBE" statement's output.
>>>>> > > >>>
>>>>> > > >>> 2. Good point. We originally considered using "ANNOTATED WITH"
>>>>> but found
>>>>> > > >>> it too verbose. As an alternative, we proposed using "@"
>>>>> preceding the
>>>>> > > >>> annotation to signal it to the parser. We are open to using an
>>>>> explicit
>>>>> > > >>> phrase like "ANNOTATED WITH" if you think it would make the
>>>>> code more
>>>>> > > >>> readable.
>>>>> > > >>>
>>>>> > > >>> A full example of annotations along with constraints and
>>>>> masking could
>>>>> > > >>> be:
>>>>> > > >>>
>>>>> > > >>>
>>>>> > > >>> CREATE TABLE test_ks.test_table (
>>>>> > > >>>     id int PRIMARY KEY,
>>>>> > > >>>     col2 int CHECK col2 > 0 ANNOTATED WITH @PII AND
>>>>> @DESCRIPTION('this
>>>>> > > >>> is column col2') MASKED WITH default()
>>>>> > > >>> );
>>>>> > > >>>
>>>>> > > >>> OR
>>>>> > > >>>
>>>>> > > >>> CREATE TABLE test_ks.test_table (
>>>>> > > >>>     id int PRIMARY KEY,
>>>>> > > >>>     col2 int CHECK col2 > 0 @PII AND @DESCRIPTION('this is
>>>>> column col2')
>>>>> > > >>> MASKED WITH default()
>>>>> > > >>> );
>>>>> > > >>>
>>>>> > > >>>
>>>>> > > >>>
>>>>> > > >>> 3. We do not have a prototype yet, but I think we will have to
>>>>> introduce
>>>>> > > >>> new parsing branch for annotations at the table level
>>>>> > > >>>
>>>>> > > >>> I hope I answered all your questions!
>>>>> > > >>>
>>>>> > > >>> - Jyothsna
>>>>> > > >>>
>>>>> > > >>> On Thu, Aug 7, 2025 at 11:36 AM Joel Shepherd <
>>>>> sheph...@amazon.com>
>>>>> > > >>> wrote:
>>>>> > > >>>
>>>>> > > >>>> I like the aim of the CEP. Completely onboard with the idea
>>>>> that GenAI
>>>>> > > >>>> tooling works better when you can provide it useful context
>>>>> about the data
>>>>> > > >>>> it is working with. An organization I worked with in the past
>>>>> had a lot of
>>>>> > > >>>> good results with marking up API models (not DB schemas, but
>>>>> similar idea)
>>>>> > > >>>> with authorization-related annotations and using those to
>>>>> drive policy
>>>>> > > >>>> linters and end-user interfaces. So, sold on the value of the
>>>>> capability.
>>>>> > > >>>>
>>>>> > > >>>> Two things I'm less sure of:
>>>>> > > >>>>
>>>>> > > >>>> 1) User-defined vs pre-defined annotation types: I appreciate
>>>>> the
>>>>> > > >>>> flexibility that user-defined annotations appears to give,
>>>>> but it adds
>>>>> > > >>>> extra room for error. E.g. if annotation names are
>>>>> case-sensitive, do I
>>>>> > > >>>> (the user) have to actively prevent creation of @description?
>>>>> Or, police
>>>>> > > >>>> the accidental creation of alternative names like @Desc? If
>>>>> the community
>>>>> > > >>>> settled on a small, fixed set of supported annotations, so
>>>>> Cassandra itself
>>>>> > > >>>> was authoritative for valid annotation names, would make the
>>>>> feature a lot
>>>>> > > >>>> less valuable, or prevent offering user-defined annotations
>>>>> in the future?
>>>>> > > >>>>
>>>>> > > >>>> 2) Syntactically, is it worth considering other alternatives?
>>>>> I was
>>>>> > > >>>> trying to imagine a CREATE TABLE statement marked up with two
>>>>> or three
>>>>> > > >>>> types of column-level annotations, and my sense is that it
>>>>> could get hard
>>>>> > > >>>> to read quickly. Is it worth considering Javadoc-style
>>>>> annotations in
>>>>> > > >>>> schema comments instead? I think in today's world that means
>>>>> that they
>>>>> > > >>>> would not be accessible via CQL/Cassandra (CQL comments are
>>>>> not persisted
>>>>> > > >>>> as part of the schema, correct?) but they could be accessible
>>>>> to other
>>>>> > > >>>> schema-processing tools and IMO be a more readable syntax.
>>>>> It'd be good to
>>>>> > > >>>> work through a couple use-cases for actually using the data
>>>>> provided by the
>>>>> > > >>>> annotations and get a sense of whether making them
>>>>> first-class entities in
>>>>> > > >>>> CQL is necessary for getting most of the value from them.
>>>>> > > >>>>
>>>>> > > >>>> Thanks -- Joel.
>>>>> > > >>>> On 8/6/2025 6:59 PM, Jyothsna Konisa wrote:
>>>>> > > >>>>
>>>>> > > >>>> Sorry for the incorrect editable link, here is the updated
>>>>> link to the CEP
>>>>> > > >>>> 52: Schema Annotations for ApacheCassandra
>>>>> > > >>>> <
>>>>> https://cwiki.apache.org/confluence/display/CASSANDRA/CEP+52%3A+Schema+Annotations+for+ApacheCassandra
>>>>> >
>>>>> > > >>>>
>>>>> > > >>>> On Wed, Aug 6, 2025 at 4:26 PM Jyothsna Konisa <
>>>>> jyothsna1...@gmail.com>
>>>>> > > >>>> wrote:
>>>>> > > >>>>
>>>>> > > >>>>> Hello Everyone!
>>>>> > > >>>>>
>>>>> > > >>>>> We would like to propose CEP 52: Schema Annotations for
>>>>> > > >>>>> ApacheCassandra
>>>>> > > >>>>> <
>>>>> https://cwiki.apache.org/confluence/pages/resumedraft.action?draftId=373887528&draftShareId=339b7f4e-9bc2-45bd-9a80-b0d4215e3f45&;
>>>>> >
>>>>> > > >>>>>
>>>>> > > >>>>> This CEP outlines a plan to introduce *Schema Annotations*
>>>>> as a way
>>>>> > > >>>>> to add better context to schema elements. We're also
>>>>> proposing a set of new
>>>>> > > >>>>> DDL statements to manage these annotations.
>>>>> > > >>>>>
>>>>> > > >>>>> We believe these annotations will be highly beneficial for
>>>>> several key
>>>>> > > >>>>> areas:
>>>>> > > >>>>>
>>>>> > > >>>>>    -
>>>>> > > >>>>>
>>>>> > > >>>>>    GenAI Applications: Providing more context to LLMs could
>>>>> > > >>>>>    significantly improve the accuracy and relevance of
>>>>> generated content.
>>>>> > > >>>>>    -
>>>>> > > >>>>>
>>>>> > > >>>>>    Data Governance: Annotations can help in enforcing
>>>>> policies using
>>>>> > > >>>>>    annotations
>>>>> > > >>>>>    -
>>>>> > > >>>>>
>>>>> > > >>>>>    Compliance: They can be used to track and manage
>>>>> compliance
>>>>> > > >>>>>    requirements directly within the schema.
>>>>> > > >>>>>
>>>>> > > >>>>> We're eager to hear your thoughts and feedback on this
>>>>> proposal.
>>>>> > > >>>>> Please keep the discussion within this mailing thread.
>>>>> > > >>>>>
>>>>> > > >>>>> Thanks for your time and feedback in advance.
>>>>> > > >>>>>
>>>>> > > >>>>> Best regards,
>>>>> > > >>>>>
>>>>> > > >>>>> Jyothsna & Yifan
>>>>> > > >>>>>
>>>>> > > >>>>>
>>>>> > > >>>>>
>>>>> > > >>>>>
>>>>> > >
>>>>>
>>>>>

Reply via email to