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horizon: Modify tx submission system to work with RO database #4418

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merged 16 commits into from
Jun 14, 2022

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2opremio
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@2opremio 2opremio commented May 31, 2022

This PR modifies the ingestion system to append to the following table when a transaction is filtered out

-- used to temporarily store filtered-out transactions
-- needed by the transaction system
CREATE TABLE history_transactions_filtered_tmp (
    created_at timestamp NOT NULL DEFAULT NOW()
) INHERITS (history_transactions);

The submission system queries both history_transactions and history_transactions_filtered_tmp to obtain transaction submission results.

The ingestion system is in charge of garbage-collecting old history_transactions_filtered_tmp

This allows the transaction submission system to connect safely to a read-only database.

As a disadvantage, the ingestion system will always need to insert transaction entries into the DB. However, since the history_transactions_filtered table will be much smaller, this will hopefully take a small amount of time. Also, the DB queries from the transaction submission system will be longer since they now query two tables.

As an advantage, ingestion shouldn't be impacted when filtering is disabled.

WIP (still untested, but hopefully code-complete)

TODO:

  • fix tests
  • add new tests
  • meassure ingestion times when filtering is enabled
  • meassure transaction submission times

@2opremio 2opremio requested a review from sreuland May 31, 2022 11:04
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sreuland commented May 31, 2022

I'm starting to review, @bartekn , @2opremio wanted to check on viability of alternate approach with attempt of more transparent change above the functional layer if possible. In tx sub system, allocate it's own new db session pool instance, and configure it from a new optional TXSUB_DATABASE_URL param, the default behavior would be if param is absent then use DATABASE_URL for net effect of current behavior which assumes DATABASE_URL is RO/RW, but for the advanced deployments with different worker roles, could configure DATABASE_URL=RO DB and TXSUB_DATABASE_URL=RW DB.

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LGTM. I'll check it more carefully after a discussion under my comments and tests. I wonder if we can create at least one test that ensures that txsub works correctly in readonly access to the DB. We could create a new user with readonly access to all tables and start two Horizon instances from integration tests.

filteredIn := selectTransactionFilteredIn.Where(innerOrOuterAndSeqGtEq)
filteredOut := selectTransactionFilteredOut.Where(innerOrOuterAndSeqGtEq)

filteredInString, args, err := filteredIn.ToSql()
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TransactionByHash method is also used in actions/transaction.go that implements /transactions/{id} endpoint and TransactionsByHashesSinceLedger is only used in txsub. Maybe instead of querying both tables we could create a duplicate method of TransactionByHash for txsub temp table and completely remove access to history_transactions in TransactionsByHashesSinceLedger. I think this will simplify queries a lot but most importantly it won't show filtered txs in /transactions/{id}.

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ok, what it we do that and refactor a bit, create txsub.TransactionsByHash and txsub. TransactionsByHashesSinceLedger to drive the point that these are specific to txsub concerns and ingest references these?

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@bartekn missed that transactionbyhash was used at two places. Are you suggesting that we make two separate query calls in the txsub system? If it doesn’t impact performance by much then it probably makes sense.

BTW, I refactored the query to remove the need of using a union when querying a single table. Do you recall why it was done that way?

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followed up on this suggestion with PreFilteredTransactionByHash and PreFilteredTransactionsByHashesSinceLedger

-- needed by the transaction system
CREATE TABLE history_transactions_filtered_tmp (
created_at timestamp NOT NULL DEFAULT NOW()
) INHERITS (history_transactions);
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I think there's one big disadvantage of inheriting: if we ever modify history_transactions we need to remember to update history_transactions_filtered_tmp. I wonder if the method used in txsub_results: serializing history.Transaction is actually better.

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by 'need to remember to update tmp table' do you mean for potential data coercion needed related to new schema changes? if new schema changes don't require post data coercion, then the tmp table should pick up new schema at same time as parent table. Do you think serializing tx's here also could evolve to a potential performance hit, if filtering is on then the majority of tx's end up getting dropped and traveling through this tmp table.

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@bartekn @2opremio , Bartek, you're on the right path, after running tests and getting failures on query results having more than they should, discovered that the parent table in INHERITS, still gets inserted the 'base' row into it, and then the child table gets a row also but just with any additional columns, so, duplicates were ending up in the history_transactions table after inserting into history_transactions_filtered_tmp

just for temporary, I did a work around of CREATE TABLE history_transactions_filtered_tmp AS SELECT FROM history_transactions.. here:
06f2759#diff-162d7edb094b93a37754b517c3f766bf4ff2cc5f329e3be6994bcaaa4b0d6c71R10

We need to decide if this is acceptable or look into revert history_transactions_filtered_tmp to have serialized history_transaction and any directly searchable columns.

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I think this is acceptable as long as we add a test that avoids we overlook updating both tables identically when there is a schema change (e.g. by checking that only a column is different).

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Ok, I updated the comment on migration sql for following this convention on the tmp table - 9feaac2 . Will look into include that as test coverage along with RO user context on tests.

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I added the schema test.

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bartekn commented Jun 1, 2022

allocate it's own new db session pool instance, and configure it from a new optional TXSUB_DATABASE_URL param, the default behavior would be if param is absent then use DATABASE_URL for net effect of current behavior which assumes DATABASE_URL is RO/RW, but for the advanced deployments with different worker roles, could configure DATABASE_URL=RO DB and TXSUB_DATABASE_URL=RW DB

I think it will complicate deployments because it creates another dimension in possible DB configuration matrix. Right now the rule is simple: ingesting is RW, non-ingesting is RO and it's easy to reason about. When we add proper integration tests (that run front-end code on RO connection) we will be able to prevent mistakes in the future.

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sreuland commented Jun 2, 2022

I wonder if we can create at least one test that ensures that txsub works correctly in readonly access to the DB. We could create a new user with readonly access to all tables and start two Horizon instances from integration tests.

@bartekn , I'll look into doing this from test, do you think it's best to try this with regular unit test framework or integration test framework?

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2opremio commented Jun 2, 2022

I wonder if we can create at least one test that ensures that txsub works correctly in readonly access to the DB

I would bite the bullet and change all tests so that endpoints are queried through a read-only user (e.g. action tests)

sreuland added a commit that referenced this pull request Jun 3, 2022
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sreuland commented Jun 3, 2022

I would bite the bullet and change all tests so that endpoints are queried through a read-only user (e.g. action tests)

I'll start looking at that after getting current tests to pass as-is, almost there with recent commit, 06f2759, getting one last issue across many tests of
could not run migrations up on test db: pq: relation "history_transactions_filtered_tmp" already exists handling 57_txsub_read_only.sql, a little strange, I don't get the error if I run individual tests by name.

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sreuland commented Jun 3, 2022

unit tests go test ./services/horizon/.... are passing now, working on integration tests, seeing some fails related to Timeouts on tx subs.

sreuland added a commit that referenced this pull request Jun 4, 2022
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sreuland commented Jun 4, 2022

resolved the remaining integration test txsub timeouts, tests should be passing now, ran locally and looked good.

sreuland added a commit that referenced this pull request Jun 6, 2022
sreuland added a commit that referenced this pull request Jun 6, 2022
sreuland added a commit that referenced this pull request Jun 8, 2022
…switched the internal/action_* tests to use the read only db connection.
@sreuland sreuland force-pushed the filtering-txsub-ro branch from 5d1db8f to 4c1ba36 Compare June 10, 2022 04:47
@sreuland sreuland changed the base branch from master to horizon-release-2.18.1 June 10, 2022 04:47
@sreuland sreuland marked this pull request as ready for review June 10, 2022 04:48
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@2opremio @bartekn , the r/o db(user role with only select granted) is in place on tests, per the team discussion, have retargeted the PR at a pending 2.18.1 rel branch instead of master.

@sreuland sreuland force-pushed the filtering-txsub-ro branch from 7e4e2bc to 4c1ba36 Compare June 13, 2022 16:25
-- to keep the tmp table in sync with schema.
CREATE TABLE history_transactions_filtered_tmp AS
select * FROM history_transactions
WHERE ledger_sequence IS NULL;
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Is WHERE ledger_sequence IS NULL there to ensure the result contains no rows?

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yes, it's declared NOT NULL in DDL, so should be effective for this intent.

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Maybe to make it future proof (though I have no idea why and if ledger_sequence will even be NULL) we could change it to WHERE 1=0? Nit, really.

"could not process transaction %v",
tx.Index,
)
}
log.Infof("Filters did not find match on transaction, dropping this tx with hash %v", tx.Result.TransactionHash.HexString())
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Not part of this PR but can we change it to Debug or remove it? It's possible that plenty of txs will be filtered and it will spam the log.

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yes, noticed that, done, 1488013

err := db.PreFilteredTransactionByHash(ctx, &hr, hash)
if err == nil {
return txResultFromHistory(hr)
}
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Legitimate err (no NoRows) is ignored here.

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that was the intent of flow for this redundant search, anything other than 'found tx in filtering tmp table' should proceed to the next attempt to query for same tx in history table, after which it then inspects err for differentiation between not found and other error, is that approach sensible?

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I understand this. The problem is that if PreFilteredTransactionByHash returns a valid error it will be ignored. In other words err can be something different than ErrNoRows.

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oh yes, that is a nuance, I've trapped it and added explicit tests on that err trap also, thanks

9b156d1

@sreuland sreuland merged commit 011297d into horizon-release-2.18.1 Jun 14, 2022
@sreuland sreuland mentioned this pull request Jul 5, 2022
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Shaptic added a commit to Shaptic/go that referenced this pull request Aug 10, 2022
  The commit b3407fd from
  PR stellar#4418 deleted these files, so we just do the same.

  A quick manual inspection showed us that the deltas
  transferred over, just not the deletions, for some reason.
Idk why these changes ended up in the code, kinda sus...

More deleted files snuck in?
Shaptic added a commit that referenced this pull request Jan 9, 2024
* exp/lighthorizon: Add initial support for XDR serialization (#4369)
* exp/lighthorizon: Improve trie tests to avoid raw comparisons/outputs. (#4373)
* exp/lighthorizon: Add XDR marshalling for the `TrieNode` structure. (#4375)
* Add encoding stdlib interfaces
* lighthorizon: Sync with upstream master branch (#4404)
* services/ticker: ingest assets optimizations (#4218)
* Add CHANGELOG entry for Horizon 2.14.0 release (#4208) (#4220)
* Make sure we test reingestion for all possible operations (#4231)
* services/horizon: Allow captive core to run with sqlite database (#4092)
* services/horizon: Release DB connection in /paths when no longer needed (#4228)
* services/horizon: Exclude trades with >10% rounding slippage from trade aggregations (#4178)
* all: staticcheck fixes (#4239)
* Migrate Horizon integration tests to GitHub Actions (#4242)
* Fix StreamAllLiquidityPools and StreamAllOffers (#4236)
* all: run builds and tests with go1.18rc1 (#4143)
* all: cache go module downloads and other build and test artifacts (#3727)
* services/horizon: Add LedgerHashStore to Captive-Core config (#4251)
* all: migrate the rest of the CircleCI jobs to GitHub Actions (#4250)
* horizon: Fix GitHub action problem with verify-range push in master (#4253)
* all: fix ci ref_protected check for caching (#4254)
* Switch over from CircleCI to GitHub A tions (#4256)
* all: [GitHub actions] Reset the module and build cache in master/protected (#4266)
* Forgot to add sudo in #4266 (#4270)
* all: More go-setup github action fixes (#4274)
* xdr: add instructions for generating xdr (#4280)
* services/ticker: cache tomls during scraping (#4286)
* services/ticker: use log fields during asset ingestion (#4288)
* services/ticker: reduce size of toml cache in memory (#4289)
* historyarchive: add --skip-optional flag (#3906)
* all: Add Protocol 19 XDR and update StrKey to support Signed Payloads (#4279)
* Replace keybase with publicnode in the stellar core config (#4291)
* Fix captive core tests to write to /tmp, instead of polluting the repo (#4296)
* all: remove go1.16 add go1.18 (#4284)
* Rename methods and functions in submission system (#4298)
* PR feedback (#4300)
* Support new account fields for protocol-19. (#4294)
* xdr, keypair: Add helpers to create CAP-40 decorated signatures (#4302)
* services/horizon: Update txsub queue to account for new CAP-21 preconditions (#4301)
* Uncomment StateVerifier test that generates account v3 extensions now that they are implemented. (#4304)
* txnbuild: Add support for new CAP-21 preconditions. (#4303)
* services/horizon: Support new CAP-21 transaction conditions (#4297)
* txnbuild: Complete rename, avoid using XDR types in `TransactionParams`. (#4307)
* all: Update Protocol 19 XDR to the latest (#4308)
* services/horizon: Add a rate limit for path finding requests. (#4310)
* clients/horizonclient: fix multi-parameter url for claimable balance query (#4248)
* all: Fix Horizon integration tests (#4292)
* horizon: Fix integration tests (#4314)
* horizon: Set up protocol 19 integration tests infrastructure (#4312)
* all: Change outdated CircleCI build badge (#4324)
* horizon: Test new protocol 19 account fields (#4322)
* all: update staticcheck to 2022.1 (#4326)
* all: remove go.list and related docs (#4328)
* horizon: Add transaction submission test for Protocol 19 (#4327)
* Horizon v2.16.1 CHANGELOG (#4333)
* Revert "Pin go versions temporarily" (#4338)
* services/horizon: Use `bigint` over `timestamp` to accommodate large years (#4337)
* xdr: Update xdrgen (#4341)
* services/horizon: Change `min_account_sequence_age` column from `bigint` to string (#4339)
* services/horizon: Bump stellar-core to v19.0.0rc1 for Horizon tests (#4345)
* services/horizon: expose supported protocol version on root endpoint (#4347)
* horizon: Small transaction submission refactoring (#4344)
* services/horizon: Pass through nil ExtraSigners to avoid nil pointer deref (#4349)
* doc: rename license file (#4350)
* all: upgrade dep github.com/valyala/fasthttp (#4351)
* services/horizon: Promote Stellar Core to v19.0.0 stable. (#4353)
* services/horizon/integration: Precondition edge cases and V18->19 upgrade boundary. (#4354)
* xdr: Synchronizes monorepo XDR with Stellar Core (#4355)
* services/horizon: Properly allow nullable Protocol 19 account fields (#4357)
* services/friendbot: include txhash in logs (#4359)
* services/horizon: Improve transaction precondition `omitempty` behavior (#4360)
* tools/horizon-cmp: Improve panic error message (#4365)
* services/horizon: Merge stable v2.17.0 back into master: (#4363)
* Use UNIX timestamps instead of RFC3339 strings for timebounds. (#4361)
* xdrgen: remove gemfile and rakefile to just use docker for the xdrgen (#4366)
* Conservatively limit the number of DB connections of integration tests (#4368)
* internal/integrations: db_test should drop test db instances when finished (#4185)
* GHA: Bump Core version to v19.0.1 in Horizon workflows. (#4378)
* services/horizon, clients/horizonclient: Allow filtering ingested transactions by account or asset. (#4277)
* Push stellar/ledger-state-diff images from Github actions (#4380)
* services/horizon: Fixes copy-paste typo in `--help` text (#4383)
* tools/alb-replay: Add new features to alb-replay (#4384)
* services/horizon: Optimize claimable balances query to limit records earlier (#4385)
* support/db, services/horizon/internal: Configure postgres client connection timeouts for read only db (#4390)
* Refactor trade aggregation query. (#4389)
* services/horizon/internal/db2/history: Implement StreamAllOffers using batches (#4397)
* Add flag to disable path finding endpoints (#4399)

Co-authored-by: stfung77 <[email protected]>
Co-authored-by: Leigh McCulloch <[email protected]>
Co-authored-by: Alfonso Acosta <[email protected]>
Co-authored-by: Paul Bellamy <[email protected]>
Co-authored-by: Bartek Nowotarski <[email protected]>
Co-authored-by: tamirms <[email protected]>
Co-authored-by: Alfonso Acosta <[email protected]>
Co-authored-by: Graydon Hoare <[email protected]>
Co-authored-by: Satyam Zode <[email protected]>
Co-authored-by: Satyam Zode <[email protected]>
Co-authored-by: erika-sdf <[email protected]>
Co-authored-by: iateadonut <[email protected]>
Co-authored-by: Shawn Reuland <[email protected]>
Co-authored-by: shawn <[email protected]>
Co-authored-by: Shivendra Mishra <[email protected]>
Co-authored-by: Jacek Nykis <[email protected]>
Co-authored-by: jacekn <[email protected]>

* Explain map and reduce commands

* exp/lighthorizon: Refactor single-process index builder. (#4410)

* Refactor index builder:
 - allow worker count to be a command line parameter
 - split work by checkpoints rather than ledgers
 - move actual index insertion work to helpers
 - move progress bar into helpers
 - simplify participants code, payments vs. all
* Properly work on a checkpoint range at a time:
 - previously, it was just arbitrary 64-ledger chunks which is not as helpful
* Define a generic module processing function
* Move index building into a separate object
* Fix off-by-one error in checkpoint index builder:
  - Keeping this as-is would mean that the first chunk of ledgers
    will be "Checkpoint 0" which doesn't make sense in the bitmap
  - Calling index.setActive(0) is essentially a no-op, because no
    bit will ever be set.
  - In the case of an empty index in which the only active account
    checkpoint is the first one, this is indistinguishable from an
    index with no activity.

* exp/services/ledgerexporter: Extend tool to support lower ledger bound. (#4405)

* exp/lighthorizon: Refactor and repair the reduce job (#4424)

* Use envvars for every configurable thing, incl. index sources and final merged
  index target:

    This removes any hard dependency on S3 and lets you use any supported
    backend for the map-reduce operation. It was done specifically with local
    filesystem-based testing in mind, but naturally opens up other backends as
    well.

* Add lots of helper functions:

    Specifically, helpers now exist for both merging two sets of named indices
    together and partitioning work based on the account/transaction hashes into
    separate jobs/routines.

* Lots more logging! For progress tracking, debugging, etc.

* Create a thread-safe string set abstraction for tracking completed work.

* Better error handling: 

    `os.IsNotExist(err)` is much more reliable over a direct equality check to
    `ErrNotExist`. This also ties in to backend-independence. 

    We can also log and return an error rather than immediately panicking on its
    occurrence.

* Transaction flushes need to be thread-safe if they're going to be done from
  different goroutines during reduction.

    Otherwise, you get panics from concurrent writes to its maps.

* The "account list" (aka the file containing a list of all accounts in the
  partitioned index) needs to be flushed at the same time as the index itself:

    If this isn't done, then `FlushAccounts()` will do absolutely nothing after
    a `Flush()`, because the previous `Flush()` will clear the map of indices
    out of memory. Since the account list comes from memory, it becomes a no-op.

* Split work across multiple channels rather than just one

    If the work comes from a single channel, accounts can get skipped overall
    because they aren't put back on the queue if they're skipped by a single
    worker.

    It makes more sense to make each worker have its own channel, partitioning
    the work *before* it gets to the worker rather than after.

* exp/lighthorizon: Unify map-reduce and single-process index builders (#4423)

* Main thing: `./index/cmd/single` and `./index/cmd/batch/map` now leverage the
  same index building code (i.e. `BuildIndices`)

* This also extends the map-reduce builder to take the txmeta source / index
  destination URLs from envvars rather:

    This eliminates a hard dependency on S3, and it's done here because
    splitting that out from the giga-PR was difficult.

* We can infer checkpoints from `ledger.LedgerSequence()` rather than passing
  them in as a parameter, which cleans up modules.

* This finally adds a new `ProcessAccountsWithoutBackend` module for the Map job

* exp/lighthorizon: Thread-safe support for reading account list via FileBackend (#4422)

Three key changes:

    - actually read the account list when using a filesystem backend
    - using `O_APPEND` on the file to support concurrent writes
    - ensure that the read list is a unique set of accounts

* exp/lighthorizon: Restructure index package into sensible sub-packages (#4427)

* exp/lighthorizon: Merge on-disk index with in-memory one on load. (#4435)

* Add test for single-process index builder
* Merge in-memory index with on-disk one when loading
* Add fixture of unpacked ledgers for fast local testing
* Isolate the index we need to merge
* Use a ByteReader so that multiple indices in one file work 🤦
* Add to/from XDR support to bitmap index
* Fix and extend gzip tests to handle the bytereader bug
* Simplify participant processing code

* exp/lighthorizon: Allow indexer to continually update as new txmeta appears (#4432)

* exp/lighthorizon: enforce the limit from request on the response size  (#4431)

* Dockerize ledgerexport to run in AWS Batch

This Change:

1. Creates docker image (stellar/horizon-ledgerexporter) which works in a similar fashion to stellar/horizon-verify-rage
   and is tested and pushed as part of the Horizon GitHub workflow.
2. Adds two more parameters to ledgerexporter
   * --end-ledger: which indicates at what ledger to stop the export
   * --write-latest-path: which indicates whether to udpate the /latest path of the target

Latest path writing is disabled in the container by default in order to avoid race-conditions between parallel jobs

* exp/lighthorizon: Add test for batch index building map job (#4440)

* Modify single-process test to generalize to whatever fixture data exists
This also adds a test to check that single-process works on a non-checkpoint
starting point which is important.

* Fix map program to properly build sub-paths depending on its job index
Previously, this only happened for explicitly S3 backends.

* Make map job default to using all CPUs
* Stop clearing indices from memory if using unbacked module
* Use historyarchive.CheckpointManager for all checkpoint math
* Update lastBuiltLedger w/ safely concurrent writes

* Refactor bound preparation and add --continue flag

* Address review feedback and rework env variable names

* Run gofmt -w (I don't know why those files were changed)

* Add proper logging to indicate what range is being exported

* Add clarification about end ledger

* Fix boolean argument passing

* Address review feedback

* Address feedback

* Use sqlite for captive core

* exp/lighthorizon: Add basic scaffolding for metrics. (#4456)

* Use correct network passphrase when populating transaction
* Add scaffolding for Prom/log metrics and some example ones
* Misc. clarifications and fixes to the index builder

* lighthorizon: Prepend version to ledger files (#4450)

* Prepend version to ledger files

* Encode versioning in XDR

* Regenerate fixtures

* Fix ledger fixtures

* Appease govet

* Move all lighthorizon types to /xdr

* exp/lighthorizon/index: More testing for batch indexing and off-by-one bugfix. (#4442)

* Add reduce test to ensure combining map jobs works
* Actually test that TOIDs are correct
* Bugfix: Transaction prefix loop should be inclusive
* Isolate loggers to individual processing "sections"

* Minor ledgerexporter infrastructure improvements (#4461)

* Push the stellar/horizon-ledgerexporter docker image when pushing to the lighthorizon branch
* Fix the ledger exporter aws batch jobs when running on the first batch

* Forgot to add login step to ledgerexporter workflow

* exp/lighthorizon: Set a default number of workers. (#4465)

* Default to the number of CPUs if worker count isn't specified
* Set a timeout on the reduce job to avoid test suite hanging indefinitely

* exp/lighthorizon: Fix the single-process index builder data race. (#4470)

* Add synchronization for the work submission routine. Thank you @sreuland!

Co-authored-by: shawn <[email protected]>

* /exp/lighthorizon: new endpoints for tx and ops paged listing by account id (#4453)

* exp/lighthorizon: Add an on-disk cache for frequently accessed ledgers. (#4457)

* Replace custom LRU solution with an off-the-shelf data structure.
* Add a filesystem cache in front of the ledger backend to lower latency
* Add cache size parameter; only setup cache if not file://
* Extract S3 region from the archive URL if it's applicable.

* exp/lighthorizon/index: Drop building indices for successful transactions. (#4482)

* Add metrics middleware to collect request duration metrics (#4486)

* exp/lighthorizon: Isolate cursor advancement code to its own interface (#4484)

* Move cursor manipulation code to a separate interface
* Small test refactor to improve readability and long-running lines
* Combine tx and op tests into subtests
* Fix how IndexStore is mocked out

* exp/lighthorizon/index: Parse network passphrase from the env. (#4491)

* Refactor access to meta archive (#4488)

Refactor `historyarchive` and `ledgerbackend` to allow better access to the new meta archives:
* Created `metaarchive` package that connects to the new meta archives (and
  allows accessing `xdr.SerializedLedgerCloseMeta`).
* Extracted `ArchiveBackend` to the new `support/storage` package as it contains
  only storage related methods. New package is used in both `historyarchive` and
  `metaarchive`.

* exp/lighthorizon: Add response age prometheus metrics (#4492)

* exp/lighthorizon/index: Allow accounts to be indexed by ledger. (#4495)

* Add builders to make account indices by ledger
* Add `MODULE` parameter to map job in batch builder
* Don't build transaction indices by default

* services/horizon/docker/ledgerexporter: deploy ledgerexporter image as service (#4490)

* Make indexing s3 bucket configurable (#4507)

* exp/lighthorizon: Add duration metrics for on-the-fly ingestion elements. (#4476)

Add basic aggregate metrics for request fulfillment:
 - how long did ledger downloads take, on average?
 - how long did ledger processing take, on average?
 - how long did index lookups take, on average?
 - how many ledgers were needed?
 - how long did the entire request take, in total?

* exp/lighthorizon: Add JSON content type to responses. (#4509)

* exp/lighthorizon: *Correctly* set `Content-Type`, plus JSONify errors (#4513)

* exp/lighthorizon/services: Move service-specific stuff to its own file. (#4502)

* exp/lighthorizon, xdr: Rename `CheckpointIndex` to better reflect its capabilty. (#4510)

* Rename NextActive -> NextActiveBit to be descriptive

* exp/lighthorizon: Add a suite of tools to manage the on-disk ledger cache. (#4522)

* Run 'go mod tidy' after merge

* exp/lighthorizon: add horizon web docker/k8s deployment (#4519)

* It seems like the merge caused some deleted files to stay in:

  The commit b3407fd from
  PR #4418 deleted these files, so we just do the same.

  A quick manual inspection showed us that the deltas
  transferred over, just not the deletions, for some reason.
Idk why these changes ended up in the code, kinda sus...

More deleted files snuck in?

* One more that didn't get removed 🤔

* all: Incorporate generics into Light Horizon code. (#4537)

* bump go version to 18 on lighthorizon docker images, they need it now (#4541)

* exp/lighthorizon/actions: use standard Problem model on API error responses (#4542)

* exp/lighthorizon/build/index-batch: carry over map/reduce updates to latest docker layout on feature branch (#4543)

* exp/lighthorizon: Properly transform transactions into JSON. (#4531)

* exp/lighthorizon: Add a set of tools to aide in index inspection. (#4561)

* exp/lighthorizon/cmd: index batch fix s3 sub paths in reduce (#4552)

* exp/lighthorzon: Add a generic, thread-safe `SafeSet`. (#4572)

* support/storage: Make the on-disk cache thread-safe. (#4575)

* exp/lighthorizon: Incorporate tool subcommands into the webserver. (#4579)

* exp/lighthorizon/index/cmd: Fix index single watch, slow down the retry on not-found ledgers  (#4582)

* exp/lighthorizon: Refactor archive interface and support parallel ledger downloads. (#4548)
- Refactor and simplify Archive abstraction to incorporate MetaArchive
- Actually add & use parallel downloads, preparing checkpoint chunks
- Fix test structures and mocking
- Fix cache to ignore on-disk if lockfile present

* exp/lighthorizon: Minor error-handling and deployment improvements. (#4599)
- actually set the PARALLEL_DOWNLOADS parameter to use #4468
- return a 404 rather than a 500 if a ledger is missing as its more descriptive
- handle `count = 0` in average metric calculations
* exp/lighthorizon/index: Add ability to disable bits in index. (#4601)
* exp/lighthorizon: Add parameters to preload ledger cache. (#4615)
* Add ability to preload cache in parallel after launching webserver
* Default to 1 day of ledgers @ 6s each

---------

Co-authored-by: Bartek Nowotarski <[email protected]>
Co-authored-by: Paul Bellamy <[email protected]>
Co-authored-by: Bartek <[email protected]>
Co-authored-by: Bartek <[email protected]>
Co-authored-by: tamirms <[email protected]>
Co-authored-by: George <[email protected]>
Co-authored-by: stfung77 <[email protected]>
Co-authored-by: Leigh McCulloch <[email protected]>
Co-authored-by: Alfonso Acosta <[email protected]>
Co-authored-by: Alfonso Acosta <[email protected]>
Co-authored-by: Graydon Hoare <[email protected]>
Co-authored-by: Satyam Zode <[email protected]>
Co-authored-by: Satyam Zode <[email protected]>
Co-authored-by: erika-sdf <[email protected]>
Co-authored-by: iateadonut <[email protected]>
Co-authored-by: Shawn Reuland <[email protected]>
Co-authored-by: shawn <[email protected]>
Co-authored-by: Shivendra Mishra <[email protected]>
Co-authored-by: Jacek Nykis <[email protected]>
Co-authored-by: jacekn <[email protected]>
Co-authored-by: George Kudrayvtsev <[email protected]>
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3 participants