Hi All,

The SPI PR [3616] has been merged.

I propose to merge the Schema PR [3523] on Mon if there are no objections
or fresh comments.

[3616] https://github.com/apache/polaris/pull/3616

[3523] https://github.com/apache/polaris/pull/3523

Cheers,
Dmitri.


On Thu, Feb 12, 2026 at 6:00 PM Dmitri Bourlatchkov <[email protected]>
wrote:

> Hi All,
>
> The SPI PR [3616] for Scan/Commit metrics has been in review for 2 weeks
> including 3 days in an approved state.
>
> Unless there are any last minute comments, I propose to merge it tomorrow
> (Feb 13).
>
> [3616] https://github.com/apache/polaris/pull/3616
>
> Cheers,
> Dmitri.
>
> On Mon, Feb 9, 2026 at 2:08 PM Anand Kumar Sankaran via dev <
> [email protected]> wrote:
>
>> Dmitri and others,
>>
>> Thanks for all the review feedback and being patient while we iterated.
>> My initial proposal was to persist the table metrics as events (least
>> amount of work 😊), we have come far from that proposal.
>>
>> To detach the SPI fully, there are a few things to do
>> (loadSchemaVersion() and shared DatasourceOperations). We can add a
>> separate datasource config to specify a different connection pool, perhaps.
>> Can be done as a follow up PR.
>>
>> —
>> Anand
>>
>> From: Dmitri Bourlatchkov <[email protected]>
>> Date: Monday, February 9, 2026 at 10:52 AM
>> To: [email protected] <[email protected]>
>> Cc: Anand Kumar Sankaran <[email protected]>
>> Subject: Re: Polaris Telemetry and Audit Trail
>>
>> This Message Is From an External Sender
>> This message came from outside your organization.
>> Report Suspicious<
>> https://us-phishalarm-ewt.proofpoint.com/EWT/v1/Iz9xO38YGHZK!YhNDZAGr2cumYduJ20ONMhMxljYPF8uZOe6R8BpEWyJ7tSG5GUUf8our05nYHWov0t1Vi7Rx_O8JuRNBBQQ57aBoctrR0wH7VSR9VxRuqYJPpz0q6I0JboPRfdLIwqal$
>> >
>>
>> Hi Anand and all,
>>
>> Thanks for pushing this feature forward! From my POV the SPI [3616] and
>> the schema [3523] PRs are good to merge as the initial implementation of
>> this feature (annotated as "beta"). The way is open to the JDBC impl. PR
>> [3385] (which will probably need a rebase after merging the SPI and schema
>> code).
>>
>> I'm sending this email to highlight the direction taken with respect to
>> the SQL schema in this feature, as it might have been visible enough to the
>> broader community during the PR reviews.
>>
>> * The scan / commit metrics schema is managed / versioned separately from
>> the JDBC MetaStore schema
>>
>> * The Metrics Persistence SPI is detached (mostly at this time, but
>> supposedly fully detached later) from the JDBC MetaStore
>>
>> * The JDBC DataSource for metrics may be the same or different from the
>> MetaStore datasource.
>>
>> * Metrics Persistence may have non-JDBC implementation in the future (not
>> implemented ATM)
>>
>> * JDBC Metrics Persistence may co-exist with other MetaStore
>> implementations.
>>
>> I believe this design allows great flexibility for end users to try this
>> feature out and keeps options open for future enhancements in Scan / Commit
>> Metrics in Polaris.
>>
>> [3616] https://github.com/apache/polaris/pull/3616<
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3616__;!!Iz9xO38YGHZK!7IwwfPXDN0ThhNZgol-n9Ww3FFLKcpZbSQ17lWEtcQnTHtJM9aVXnqGW99_6vmVkWACy7rYC8XEpN6Okdg$
>> >
>>
>> [3523] https://github.com/apache/polaris/pull/3523<
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3523__;!!Iz9xO38YGHZK!7IwwfPXDN0ThhNZgol-n9Ww3FFLKcpZbSQ17lWEtcQnTHtJM9aVXnqGW99_6vmVkWACy7rYC8XGOCHKhSg$
>> >
>>
>> [3385] https://github.com/apache/polaris/pull/3385<
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3385__;!!Iz9xO38YGHZK!7IwwfPXDN0ThhNZgol-n9Ww3FFLKcpZbSQ17lWEtcQnTHtJM9aVXnqGW99_6vmVkWACy7rYC8XFlxLMhvQ$
>> >
>>
>> Thoughts / comments?
>>
>> Cheers,
>> Dmitri.
>>
>>
>> On Thu, Feb 5, 2026 at 6:50 PM Anand Kumar Sankaran via dev <
>> [email protected]<mailto:[email protected]>> wrote:
>> Hi Dmitri,
>>
>> Following up on your feedback regarding the metrics schema separation
>> approach. I've implemented the simplified design you suggested in
>> https://github.com/apache/polaris/pull/3523<
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3523__;!!Iz9xO38YGHZK!7IwwfPXDN0ThhNZgol-n9Ww3FFLKcpZbSQ17lWEtcQnTHtJM9aVXnqGW99_6vmVkWACy7rYC8XGOCHKhSg$
>> >:
>>
>>
>>  The metrics schema can now evolve independently from the entity schema.
>> Let me know if you'd like any changes to this approach.
>>
>>  Thanks,
>>   Anand
>>
>>
>>
>> From: Dmitri Bourlatchkov <[email protected]<mailto:[email protected]>>
>> Date: Thursday, February 5, 2026 at 2:57 PM
>> To: [email protected]<mailto:[email protected]> <
>> [email protected]<mailto:[email protected]>>
>> Cc: Anand Kumar Sankaran <[email protected]<mailto:
>> [email protected]>>
>> Subject: Re: Polaris Telemetry and Audit Trail
>>
>> This Message Is From an External Sender
>> This message came from outside your organization.
>> Report Suspicious<
>> https://us-phishalarm-ewt.proofpoint.com/EWT/v1/Iz9xO38YGHZK!YhNDZAGr2cumY1iAus5GNbkIxSXoQaI552sXgYyv7Z9Wrvb7qeTskSy5WkXTVDJ_Bel2AbNh_fQVn-HS_UtOSdOtpsNfzhXDkK4fYWdTeoeBe70A6oQVGpAYT3SrbEvs$
>> >
>>
>> Hi Anand,
>>
>> Re: MetricsPersistence Factory - TBH I do not think it is required. If we
>> go with an MetricsPersistence impl. independent of the JDBC MetaStore, it
>> could be injected into PersistingMetricsReporter directly by CDI.
>>
>> Re: DataSource - for a start we could probably reuse the same DataSource
>> as the JDBS MetaStore uses. In principle, we could introduce a separate
>> DataSource, but I do not think we need to complicate the initial
>> implementation with that. It can be added later, if required.
>>
>> Re: schema / bootstrap - I'm thinking, indeed, of having a separate *.sql
>> file for metrics DDL. Then we could add an option to the bootstrap command
>> in the Admin Tool, or even a new command for creating / updating the
>> metrics schema. This might require some refactoring, but I believe the
>> bootstrap code needs some cleanup anyway.
>>
>> The general idea is to allow the metrics schema to evolve independently.
>> It's a new and actively developed feature, so having flexibility is going
>> to be good for making progress / improvements, I hope.
>>
>> Does that sound reasonable?
>>
>> Thanks,
>> Dmitri.
>>
>> On Thu, Feb 5, 2026 at 3:47 PM Anand Kumar Sankaran via dev <
>> [email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>>> wrote:
>> Hi Dmitri
>>
>> The SPI is designed to be pluggable via
>> MetaStoreManagerFactory.getOrCreateMetricsPersistence()<
>> https://github.com/apache/polaris/pull/3385/changes#diff-0e34667d083d30cace067936b87c736201e5a8cb001aa0b12e203ee52cddae99R51
>> <
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3385/changes*diff-0e34667d083d30cace067936b87c736201e5a8cb001aa0b12e203ee52cddae99R51__;Iw!!Iz9xO38YGHZK!7IwwfPXDN0ThhNZgol-n9Ww3FFLKcpZbSQ17lWEtcQnTHtJM9aVXnqGW99_6vmVkWACy7rYC8XFxRr4qRw$
>> ><
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3385/changes*diff-0e34667d083d30cace067936b87c736201e5a8cb001aa0b12e203ee52cddae99R51__;Iw!!Iz9xO38YGHZK!_K1mcH0_2x0nbU-mZlbBi3tk9QAGjB6VInPiqkQU21mpIP_ft2bXXyIiADNoAcotNr9AKqlphh65taUhcw$>>.
>> The default returns MetricsPersistence.NOOP, and only JDBC with schema v4+
>> returns a functional implementation.
>>
>>  Your proposal makes sense to me. To allow NoSQL Entity Persistence +
>> JDBC Metrics Persistence would require:
>>
>>      1. Separate metrics schema files (e.g., metrics-schema-v1.sql) that
>> can be bootstrapped independently
>>      2. Separate datasource configuration for metrics (e.g.,
>> polaris.metrics.jdbc.*)
>>      3. A dedicated `MetricsPersistenceFactory` interface (separate from
>> MetaStoreManagerFactory)
>>      4. Updates to the Admin Tool bootstrap workflow to handle both
>> schemas
>>
>> Does that sound reasonable?  If we do this, all this work should go into
>> https://github.com/apache/polaris/pull/3523<
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3523__;!!Iz9xO38YGHZK!7IwwfPXDN0ThhNZgol-n9Ww3FFLKcpZbSQ17lWEtcQnTHtJM9aVXnqGW99_6vmVkWACy7rYC8XGOCHKhSg$
>> ><
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3523__;!!Iz9xO38YGHZK!_K1mcH0_2x0nbU-mZlbBi3tk9QAGjB6VInPiqkQU21mpIP_ft2bXXyIiADNoAcotNr9AKqlphh4ZISZcDQ$>
>> as one atomic commit, correct?
>>
>> —
>> Anand
>>
>>
>>
>> From: Dmitri Bourlatchkov <[email protected]<mailto:[email protected]
>> ><mailto:[email protected]<mailto:[email protected]>>>
>> Date: Thursday, February 5, 2026 at 8:28 AM
>> To: Anand Kumar Sankaran <[email protected]<mailto:
>> [email protected]><mailto:[email protected]<mailto:
>> [email protected]>>>
>> Cc: [email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>> <
>> [email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>>>
>> Subject: Re: Polaris Telemetry and Audit Trail
>>
>> This Message Is From an External Sender
>> This message came from outside your organization.
>> Report Suspicious<
>> https://us-phishalarm-ewt.proofpoint.com/EWT/v1/Iz9xO38YGHZK!YhNDZAGr2cumbRcPlIOttKwvGr4f38TF-J2-LmOw8H1KsFpWaM3W5g28Oq5qW2gnw2-WHz0rsWhm7F7hSGykA9l01LKYGuCcCkexkHp1sUssM_IegCtjk_id9s891orv$
>> >
>>
>>
>> Hi Anand,
>>
>> Thanks for driving the SPI definition for scan/commits metrics.
>>
>> I did not think from this angle before, but now I suppose it might be
>> worth
>> introducing a separate SQL schema for metrics, detached from the main JDBC
>> Persistence schema.
>>
>> My rationale is that the SPI may be exercised independently of the JDBC
>> Entity Persistence. I can imagine people using NoSQL Entity Persistence
>> plus JDBC Scan Metrics Persistence in the same deployment.
>>
>> Using a separate schema will add further work on the Bootstrap workflow
>> (Admin Tool), but I hope the end result is going to be more convenient and
>> versatile for end users.
>>
>> WDYT?
>>
>> Thanks,
>> Dmitri.
>>
>> On Thu, Jan 29, 2026 at 1:49 PM Anand Kumar Sankaran <
>> [email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>>> wrote:
>>
>> > Hi Dmitri,
>> >
>> > Thank you for taking the time to review. I had pulled out the schema in
>> > its own PR (based on comments) here:
>> >
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3523__;!!Iz9xO38YGHZK!65BVFQDe_GtKbDW8LkNdzVS-WYewzWsSns5zFHKclbMU3vUy2UaTXLB5G-wql1yyqoTFyDc9Bt3GRsh6AA$
>> >
>> > I will update the document with the SPI and carve out another PR that
>> > focuses on the SPI.
>> >
>> > —
>> > Anand
>> >
>> > *From: *Dmitri Bourlatchkov <[email protected]<mailto:
>> [email protected]><mailto:[email protected]
>> <mailto:[email protected]>>>
>> > *Date: *Thursday, January 29, 2026 at 10:43 AM
>> > *To: *[email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>> <
>> [email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>>>
>> > *Cc: *Anand Kumar Sankaran <[email protected]<mailto:
>> [email protected]><mailto:[email protected]<mailto:
>> [email protected]>>>
>> > *Subject: *Re: Polaris Telemetry and Audit Trail
>> >
>> > This Message Is From an External Sender
>> > This message came from outside your organization.
>> > Report Suspicious
>> > <
>> https://us-phishalarm-ewt.proofpoint.com/EWT/v1/Iz9xO38YGHZK!YhNDZAGr2cumY1cAlUeoPrU2eNUPz9Wxq2PaG1t99vEN3v60gucxC3Qsk-xK09RndcW46WtNjMMjQZbaQ495h1D1g293F_uqLhPM8gDMlA6xRmo5b5uqrSh2v7QKHrhQ$
>> >
>> >
>> > Hi Anand,
>> >
>> > Thanks for making a proposal doc and starting this thread. Apologies for
>> > late comments.
>> >
>> > As you know I already reviewed a couple of related PRs, which had a
>> > smaller impact on the codebase, but now, I believe, we're coming to the
>> > core of this feature and it might need a deeper discussion.
>> >
>> > For the sake of awareness of other project members, I'd like to
>> > highlight some aspects by email.
>> >
>> > * Storing scan metrics in RDBMS in general looks like a
>> > reasonable approach to me. However, Polaris Persistence is an extensible
>> > mechanism. Other backends are possible, including privately developed
>> > backends.
>> >
>> > From this POV, I believe it might be preferable to start not with an
>> RDBMS
>> > schema, but with a java SPI outlining expected read/write operations and
>> > the data model. This will make it easier to assess impact on other
>> > Persistence implementations. Naturally, Polaris service code will have
>> to
>> > be able to work seamlessly regardless of the backend impl. (including
>> the
>> > do-nothing impl.).
>> >
>> > I see that some connection between the SQL schema and java code is made
>> in
>> > PR [3385], but it does not appear to offer a clean SPI that could be
>> > implemented by different Persistence backends. Would it be ok from your
>> > perspective to make another PR with just SPI code?
>> >
>> > * Regarding ad-hoc SQL queries - it is certainly a valid use case for
>> > custom code to query the Polaris database directly. However, those
>> ad-hoc
>> > queries may require certain indexes, which may not have a relevant use
>> case
>> > in OSS code. In that case, I believe it would be preferable to manage
>> the
>> > extra indexes in custom code (not in Polaris). Whether this is the case
>> or
>> > not currently, I cannot say with certainty, so apologies if this is a
>> false
>> > alarm... Having the java SPI available would be a huge aid to reasoning
>> > about the proposed SQL schema, I think.
>> >
>> > That said, I do not mean to complicate the development of this feature,
>> > just trying to structure it in a way that is hopefully easy to
>> understand
>> > (including myself), maintain and expand later. If I missed something,
>> > please feel free to point it out.
>> >
>> > [3385]
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3385__;!!Iz9xO38YGHZK!65BVFQDe_GtKbDW8LkNdzVS-WYewzWsSns5zFHKclbMU3vUy2UaTXLB5G-wql1yyqoTFyDc9Bt2W-eKl7A$
>> > <
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3385__;!!Iz9xO38YGHZK!_dbBfwEnZEuPp_8qIuBDoYfWRgCZKiPDMg9ouDltqsHhr9hqCHVlF9IedSkNVBDWupbneU7inC9YK-THL-lTjWkkyZhI0OE$
>> >
>> >
>> >Thanks,
>> > Dmitri.
>> >
>> > On Wed, Jan 14, 2026 at 10:05 PM Anand Kumar Sankaran via dev <
>> > [email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>>> wrote:
>> >
>> > Hi Yufei,
>> >
>> > Gave commenting privileges to all.
>> >
>> > Thanks.
>> >
>> > —
>> > Anand
>> >
>> > From: Yufei Gu <[email protected]<mailto:[email protected]
>> ><mailto:[email protected]<mailto:[email protected]>>>
>> > Date: Wednesday, January 14, 2026 at 6:13 PM
>> > To: [email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>> <
>> [email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>>>
>> > Cc: Anand Kumar Sankaran <[email protected]<mailto:
>> [email protected]><mailto:[email protected]<mailto:
>> [email protected]>>>
>> > Subject: Re: Polaris Telemetry and Audit Trail
>> >
>> > This Message Is From an External Sender
>> > This message came from outside your organization.
>> > Report Suspicious<
>> >
>> https://us-phishalarm-ewt.proofpoint.com/EWT/v1/Iz9xO38YGHZK!YhNDZABkHi1B6hyPVYUK0T-K5j4Aoqdrlu07UjBpJcpjOsz7Ie7d_DhPl-ywi50dfQz4O6LL-AHLCOQTQ0X7Le8yD2cF0ogquGFB8Aw8uQLgB0RL6Ezpa-pLDPA4ziXA$
>> > >
>> >
>> > Hi Anand, thanks for the design doc and PR. Can you allow comments in
>> the
>> > doc so that people can chime in? Thanks!
>> >
>> > Yufei
>> >
>> >
>> > On Sat, Jan 10, 2026 at 9:09 AM Anand Kumar Sankaran via dev <
>> > [email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>><mailto:
>> [email protected]<mailto:[email protected]><mailto:
>> [email protected]<mailto:[email protected]>>>> wrote:
>> > Hi all
>> >
>> > My first PR for adding AWS STS Session Tags support for credential
>> vending
>> > was merged.
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3327__;!!Iz9xO38YGHZK!65BVFQDe_GtKbDW8LkNdzVS-WYewzWsSns5zFHKclbMU3vUy2UaTXLB5G-wql1yyqoTFyDc9Bt0YHY9sdA$
>> > <
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3327__;!!Iz9xO38YGHZK!_dbBfwEnZEuPp_8qIuBDoYfWRgCZKiPDMg9ouDltqsHhr9hqCHVlF9IedSkNVBDWupbneU7inC9YK-THL-lTjWkklJ4Xf9Y$
>> >
>> ><
>> >
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3327__;!!Iz9xO38YGHZK!8vlQ2_OqjmZNIpbrTTluFFNKFCEeM87nr95MP5pMpMu5fFWVSoBZ3eb6-C2xbAGCG-ry5eaCO-pFLxl3IZAJGqY$
>> >>
>> >
>> > I have been working with Prashant on an end-to-end telemetry and audit
>> > trail tracking for Polaris.  It is documented here.
>> >
>> https://urldefense.com/v3/__https://docs.google.com/document/d/1Ehzvi5RNPs4hChkBFI6VD23myEqm-7sWW3d2kjmuYj8/edit?tab=t.0__;!!Iz9xO38YGHZK!65BVFQDe_GtKbDW8LkNdzVS-WYewzWsSns5zFHKclbMU3vUy2UaTXLB5G-wql1yyqoTFyDc9Bt11Y1rbNQ$
>> > <
>> https://urldefense.com/v3/__https://docs.google.com/document/d/1Ehzvi5RNPs4hChkBFI6VD23myEqm-7sWW3d2kjmuYj8/edit?tab=t.0__;!!Iz9xO38YGHZK!_dbBfwEnZEuPp_8qIuBDoYfWRgCZKiPDMg9ouDltqsHhr9hqCHVlF9IedSkNVBDWupbneU7inC9YK-THL-lTjWkk8MVJPlY$
>> >
>> ><
>> >
>> https://urldefense.com/v3/__https://docs.google.com/document/d/1Ehzvi5RNPs4hChkBFI6VD23myEqm-7sWW3d2kjmuYj8/edit?tab=t.0__;!!Iz9xO38YGHZK!8vlQ2_OqjmZNIpbrTTluFFNKFCEeM87nr95MP5pMpMu5fFWVSoBZ3eb6-C2xbAGCG-ry5eaCO-pFLxl3hYqTlcg$
>> >>
>> >
>> > Based on Prashant’s initial feedback (parity with Apache Gravitino for
>> > metrics reports), I have an initial PR here.
>> >
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3385__;!!Iz9xO38YGHZK!65BVFQDe_GtKbDW8LkNdzVS-WYewzWsSns5zFHKclbMU3vUy2UaTXLB5G-wql1yyqoTFyDc9Bt2W-eKl7A$
>> > <
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3385__;!!Iz9xO38YGHZK!_dbBfwEnZEuPp_8qIuBDoYfWRgCZKiPDMg9ouDltqsHhr9hqCHVlF9IedSkNVBDWupbneU7inC9YK-THL-lTjWkkyZhI0OE$
>> >
>> ><
>> >
>> https://urldefense.com/v3/__https://github.com/apache/polaris/pull/3385__;!!Iz9xO38YGHZK!8vlQ2_OqjmZNIpbrTTluFFNKFCEeM87nr95MP5pMpMu5fFWVSoBZ3eb6-C2xbAGCG-ry5eaCO-pFLxl39opCznI$
>> >>
>> >
>> > I will be reaching out to various folks for review. I am open to
>> breaking
>> > down the PR into smaller logical groups of PR if it helps.
>> >
>> > I request you to look at the Google doc and let me know what you think.
>> >
>> > —
>> > Anand
>> >
>> >
>> >
>> > --
>> > Dmitri Bourlatchkov
>> > Senior Staff Software Engineer, Dremio
>> > Dremio.com
>> > <
>> https://urldefense.com/v3/__https://www.dremio.com/?utm_medium=email&utm_source=signature&utm_term=na&utm_content=email-signature&utm_campaign=email-signature__;!!Iz9xO38YGHZK!_dbBfwEnZEuPp_8qIuBDoYfWRgCZKiPDMg9ouDltqsHhr9hqCHVlF9IedSkNVBDWupbneU7inC9YK-THL-lTjWkkiOwjJc0$
>> >/
>> > Follow Us on LinkedIn
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>> > <
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