From 2bb7524999c1bd5f66f3910efaeed6a063d087bf Mon Sep 17 00:00:00 2001 From: Jasmina Malicevic Date: Tue, 5 Mar 2024 00:02:10 +0100 Subject: [PATCH 01/27] Push beginning of storage report --- docs/references/storage/README.md | 112 ++++++++++++++++++ .../storage/img/impact_compaction_local.png | Bin 0 -> 24671 bytes .../img/injective_block_processing_time.png | Bin 0 -> 129236 bytes .../storage/img/injective_commit.png | Bin 0 -> 107112 bytes .../storage/img/injective_compaction.png | Bin 0 -> 31992 bytes .../storage/img/injective_no_compaction.png | Bin 0 -> 36700 bytes 6 files changed, 112 insertions(+) create mode 100644 docs/references/storage/README.md create mode 100644 docs/references/storage/img/impact_compaction_local.png create mode 100644 docs/references/storage/img/injective_block_processing_time.png create mode 100644 docs/references/storage/img/injective_commit.png create mode 100644 docs/references/storage/img/injective_compaction.png create mode 100644 docs/references/storage/img/injective_no_compaction.png diff --git a/docs/references/storage/README.md b/docs/references/storage/README.md new file mode 100644 index 00000000000..f9e3f6d5b45 --- /dev/null +++ b/docs/references/storage/README.md @@ -0,0 +1,112 @@ +## Overview + + +As of Q3 2023, the CometBFT team has dedicated significant resources addressing a number of storage related concerns: +1. Pruning not working: operators noticed that even when nodes prune data, the storage footprint is increasing. +2. Enabling pruning slows down nodes. Many chains disable pruning due to the impact on block processing time. +3. CometBFT is addressing application level concerns such as transaction indexing. Furthermore, operators have very coarse grained control over what is stored on their node. +4. Comet supports many database backends when ideally we should converge towards one. This requires understanding of the DB features but also the way CometBFT uses the database. We continued work starte on Tendermint 0.36, experimenting with a different database key layout that orders the DB data in a more friendly and efficient manner. + + +By the end of Q3 we have addressed and documented the second problem by introducing a data companion API. The API allows node operators to extract data out of full nodes or validators, index them in whichever way they find suitable and instruct CometBFT to prune data at a much finer granularity: +- Blocks +- State +- ABCI Results +- The transaction indexer +- The block indexer + +For comparison, until then, CometBFT would only prune the block and state store (not including ABCI results), based on instructions from the application. + +More details on the API itself and how it can be used can be found in the corresponding ADR and documentation (TODO LINK). + +This report covers that changes and their impacts related to fixing and improving the pruning related points (1 and 3) as well as the last point. The results are obtained using `goleveldb` as the default backend unless stated otherwise. + +### Testing setup + +We validated our results in a number of different settings: + 1. We can call this setup **Local-1node**: Local runs on one node using a light kvstore application with almost no app state. This setup increases the changes that storage is the bottleneck and enabled us to evaluate the changes independent + of the demands of specific applications. Furthermore, we were able to create a larger footprint quicker + thus speeding up the experimentation process. + + To evaluate the impact of the compaction and the different key layouts on both compaction/pruning and performance, we run the following set of experiments on this setup: + - Current layout - no pruning + - Current layout - pruning, no forced compaction + - Current layout - pruning and forced compaction + - New layout - no pruning + - New layout - pruning, no forced compaction + - New layout - pruning and forced compaction + + We have also experimented with a third option, from which we initially expected the most: The new layout combined with insights into the access pattern of Comet to order together keys frequently accessed. In all + our experiments Comet running this layout was less efficient than the other two and we therefore dismissed it. (TODO link PR). + + 2. **e2e-6 node**: CometBFT's e2e application run on a Digital Ocean cluster of 6 nodes. Each node had a different combination of changes we tested: + - Pruning with and without compaction on the current database key layout vs. a new, better ordered key lauyout. + - No pruning using the current database key layout vs. a new key layout. + + The nodes ran on top of a 10GB database to analize the effects of pruning but also potentially capture additional impact on performance depending on the key layout. + +3. **e2e - 200node**: This experiment runs the standard benchmark used by CometBFT to do QA. The only difference is that the nodes in the network have a mixed setup of nodes doing pruning with and without compaction on different database key layouts. The idea is to a) confirm having such a setup is not downgrading performance; and b) capture the same metrics as in the previous setups on a big network. + +3. **production-testing**: The validator team at Informal staking was kind enough to spend a lot of time with us trying to evaluate our changes on full nodes running on mainnet Injective. As their time was limited and we had reports that pruning, in addition to not working, slows down Injective nodes, we were interested to understand the impact our changes made on their network. + + +#### **Metrics collected** + +In addition to the storage footprint we collected information about the following system parameters: +- *RAM usage* +- **Block processing time** (*cometbft_state_block_processing_time*) +- **Duration of individual consensus steps** (*cometbft_consensus_step_duration_seconds* aggregated by step) +- *consensus_total_txs* + +During this work we extended CometBFT with two additional storage related metrics: +- *Block store access time* by each method accessing the block store +- *State store access time* by each method accessing the state store + +### Pruning + +Pruning the blockstore and statestore is a long supported feature by CometBFT. An application can set a retain height - the number of blocks which must be kept, and instruct CometBFT to prune the remaining blocks (taking into account some other constraints). + +#### **Storage footprint is not reduced** +Unfortunately, many users have noticed that, despite this feature being enabled, the growth of both the state and block store does not stop. This leads operators to copy the database, enforce compaction of the delete items manually and copy it back. We have talked to operators and some have to do this weekly or every two weeks. + +After some reasearch, we found that some of the database backends can be forced to compact the data. We experimented on it and confirmed those findings. + +That is why we extended `cometbft-db`, adding an API to instruct the database to compact the files (TODO link PR). Then we made sure that Comet calls this function after blocks are pruned (TODO link PR). + +To evaluate whether this was really benefitial, we ran a couple of experiments to validate our findings: +- Local 1 node run of a dummy app that grows the DB to 20GB: + +![local-run-compaction](img/impact_compaction_local.png) + + +- Running CometBFT's e2e application in a mixed network of 4 nodes. +(TODO) + +- Injective mainnet + +![injective-no-compaction](img/injective_no_compaction.png "Injective - pruning without compaction") + +![injective-compaction](img/injective_compaction.png "Injective - pruning with compaciton") + +#### *Pruning is slowing nodes down* + +While the previous results confirm the storage footprint can be reduced, it is important that this is not impacting the performance of the entire system. + +The most impactful change we have made with regards to that is moving block and state pruning into a background process. Up until v1.x, pruning was done before a node moves on to the next height, blocking +consensus from proceeding. In Q3 2023, we changed this by launching a pruning service that checks in fixed intervals, whether there are blocks to be pruned. This interval is configurable and is 10s by default. + +The impact of this changes is best demonstrated by reporting from Informal staking comparing 4 Injective nodes with the following setup: + +1. *injective-sentry0* comet="v0.37" , pruning="default", keylayout=old +2. *injective-sentry1* comet="v0.37" , pruning="none" , keylayout=old +3. *injective-pruning* comet="modified" , pruning="600blocks" , keylayout=old +4. *injective-newlayout* comet="modified" , pruning="600blocks" , keylayout=new + +We report the time to execute Commit along with the time to process blocks: +![injective-commit](img/injective_commit.png "Injective - commit") + +![injective-bpt](img/injective_block_processing_time.png "Injective - average block processing time") + + + + diff --git a/docs/references/storage/img/impact_compaction_local.png b/docs/references/storage/img/impact_compaction_local.png new file mode 100644 index 0000000000000000000000000000000000000000..42f14b7df8930e51eb0fe8340fe80bebf0fe1d83 GIT 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z{2KGCqrY0csi{pbNm>2=Z7<3DKV|;VZ>i#({wYX Date: Tue, 5 Mar 2024 01:36:29 +0100 Subject: [PATCH 02/27] Added info about pebbleDB --- docs/references/storage/README.md | 31 +++++++++++++++++++++++++ docs/references/storage/img/pebble.png | Bin 0 -> 194792 bytes 2 files changed, 31 insertions(+) create mode 100644 docs/references/storage/img/pebble.png diff --git a/docs/references/storage/README.md b/docs/references/storage/README.md index f9e3f6d5b45..dc85a39944f 100644 --- a/docs/references/storage/README.md +++ b/docs/references/storage/README.md @@ -39,6 +39,8 @@ We validated our results in a number of different settings: We have also experimented with a third option, from which we initially expected the most: The new layout combined with insights into the access pattern of Comet to order together keys frequently accessed. In all our experiments Comet running this layout was less efficient than the other two and we therefore dismissed it. (TODO link PR). + Each experiment was repeated 3 times to make sure the results are deterministic. + 2. **e2e-6 node**: CometBFT's e2e application run on a Digital Ocean cluster of 6 nodes. Each node had a different combination of changes we tested: - Pruning with and without compaction on the current database key layout vs. a new, better ordered key lauyout. - No pruning using the current database key layout vs. a new key layout. @@ -108,5 +110,34 @@ We report the time to execute Commit along with the time to process blocks: ![injective-bpt](img/injective_block_processing_time.png "Injective - average block processing time") +#### *Database key layout and pruning* + +These results clearly show that pruning is not impacting the nodes performance anymore and could be turned on. However, while running the same set of experiments locally, we obtained contradicting results on the impact of the key layout on these numbers. + +Namely when running experiments in the **1-node-local** setup, we came to the conclusion that, if pruning is turned on, only the version of CometBFT using the new database key layout was not impacted by it. The throughput of CometBFT (meaured by num of txs processed within 1h), decreased with pruning (with and without compaction) usng the current layout - 500txs/s vs 700 txs/s with the new layout. The duration of the compaction operation itself was also much lower than with the old key layout. The block processing time difference is between 100 and 200ms which for some chains can be significant. +The same was true for additional parameters such as RAM usage (200-300MB). + +When backporting these changes to the 0.37.x based branch we gave to Informal staking, we obtained similar results. However, this is not what they observed on mainnet. + +(TODO add table showcasing this) + + +(TODO add results from e2e if they add anything here) + +We have therefore decided to release v1.x with the support for both key layouts. They are not interchange-able, thus once one is used, a node cannot switch to the other. The version to be used is set in the `config.toml` and defaults to `v1` - the current layout. We will also release a migration script that offline converts the old layout to the new layout. The main reasons we have not addressed DB migration in more detail are: +- For nodes that do not do pruning, the new layout did not show great benefits +- When nodes prune, their DBs to migrate are presumably smaller. They could also statesync using `v2` as their desired key layout. + +The support for both layouts will allow users to benchmark their applications. If they determine that the new layout is boosting their performance, we can think of smarter DB migration scripts that will prevent nodes from being offline. + + +## Pebble + +`PebbleDB` was recently added to `cometbft-db` by Notional and based on their benchmarks it was superior to goleveldDB. + +We repeated our tests done in **1-node-local** using PebbleDB as the underlying database. While the difference in performance it self was slightly better, the most impressive difference is that PebbleDB seemed to handle compaction itself very well. + +In the graph below, we see the old layout without any compaction and the new layout with and without compaction on the same workload that generated 20GB of data when no pruning is active. +![pebble](img/pebble.png "Pebble") \ No newline at end of file diff --git a/docs/references/storage/img/pebble.png b/docs/references/storage/img/pebble.png new file mode 100644 index 0000000000000000000000000000000000000000..86c95e9a64808d32a7e6296e6dcbee1446a21c4c GIT binary patch literal 194792 zcmdqJXIN8P_b-YY6%heDQiDnn-GBlTsSy=v0s3sN~d|7$sS{ZZnF@9sR2)}Kh#eGoVAR8MS zw~qD=V>UK+92?u7tpodkm1D8R&3>Vq1EO3bce6X>- zYURW4`}Iu}ycb{)_GoZ@*hD4%2M|ekw;zYK^3jh`cszO4bN<`gi3CISg_Y6D&v4zZ>l<=Lg;hoM zS+p_NijDFXRv?)=?n#p{%v>JEVjB%F;pcQ37V?ozS|R~o7}E)c_#Y=u6Up!H;5SIi 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As of Q3 2023, the CometBFT team has dedicated significant resources addressing a number of storage related concerns: @@ -21,7 +21,7 @@ More details on the API itself and how it can be used can be found in the corres This report covers that changes and their impacts related to fixing and improving the pruning related points (1 and 3) as well as the last point. The results are obtained using `goleveldb` as the default backend unless stated otherwise. -### Testing setup +# Testing setup We validated our results in a number of different settings: 1. We can call this setup **Local-1node**: Local runs on one node using a light kvstore application with almost no app state. This setup increases the changes that storage is the bottleneck and enabled us to evaluate the changes independent @@ -54,7 +54,7 @@ We validated our results in a number of different settings: 3. **production-testing**: The validator team at Informal staking was kind enough to spend a lot of time with us trying to evaluate our changes on full nodes running on mainnet Injective. As their time was limited and we had reports that pruning, in addition to not working, slows down Injective nodes, we were interested to understand the impact our changes made on their network. -#### **Metrics collected** +## **Metrics collected** In addition to the storage footprint we collected information about the following system parameters: - *RAM usage* @@ -66,11 +66,11 @@ During this work we extended CometBFT with two additional storage related metric - *Block store access time* by each method accessing the block store - *State store access time* by each method accessing the state store -### Pruning +## Pruning Pruning the blockstore and statestore is a long supported feature by CometBFT. An application can set a retain height - the number of blocks which must be kept, and instruct CometBFT to prune the remaining blocks (taking into account some other constraints). -#### **Storage footprint is not reduced** +## Storage footprint is not reduced Unfortunately, many users have noticed that, despite this feature being enabled, the growth of both the state and block store does not stop. This leads operators to copy the database, enforce compaction of the delete items manually and copy it back. We have talked to operators and some have to do this weekly or every two weeks. After some reasearch, we found that some of the database backends can be forced to compact the data. We experimented on it and confirmed those findings. @@ -78,27 +78,41 @@ After some reasearch, we found that some of the database backends can be forced That is why we extended `cometbft-db`, adding an API to instruct the database to compact the files (TODO link PR). Then we made sure that Comet calls this function after blocks are pruned (TODO link PR). To evaluate whether this was really benefitial, we ran a couple of experiments to validate our findings: -- Local 1 node run of a dummy app that grows the DB to 20GB: + +### Local 1 node run of a dummy app that grows the DB to 20GB: ![local-run-compaction](img/impact_compaction_local.png) -- Running CometBFT's e2e application in a mixed network of 4 nodes. -(TODO) +### Running CometBFT's e2e application in a mixed network of 4 nodes. +![e2e_storage_usage](img/e2e_storage_usage.png "Storage usage e2e") + + The nodes doing pruning and compaction have a constant footprint compared to the other nodes. + *validator03* and *validator05* prune without compaction. They have a smaller footprint than the + nodes without pruning. The fact that the footprint of *validator05* has a lower footprint than + *validator03* stems from the compaction logic of goleveldb. As the keys on *validator03* are sorted + by height, new data is simply appended without the need to reshuffle very old levels with old heights. + On *validator05*, keys are sorted lexicographically leading to goleveldb touching more levels on insertions. By default, the conditions for triggering compaction are evaluated only when a file is touched. This is the reason why random key order leads to more frequent compaction. (This was also confirmed by findings done by our intern in Q3/Q4 2023 on goleveldb without Comet on top). -- Injective mainnet + *RAM Usage* + The difference in RAM used between the nodes was not very big. Nodes that prune efficiently (with compaction), used 20-40MB more RAM than nodes that did no pruning. But + + *validator04* and *validator00* without pruning are using 278MB of RAM used by *validator00* running with the old layout. *validator02* uses 330MB of RAM and *validator01* uses 298MB. This is in line with the local runs where pruning on the new layout uses less RAM. + +### Production - Injective mainnet ![injective-no-compaction](img/injective_no_compaction.png "Injective - pruning without compaction") ![injective-compaction](img/injective_compaction.png "Injective - pruning with compaciton") -#### *Pruning is slowing nodes down* +## Pruning is slowing nodes down While the previous results confirm the storage footprint can be reduced, it is important that this is not impacting the performance of the entire system. The most impactful change we have made with regards to that is moving block and state pruning into a background process. Up until v1.x, pruning was done before a node moves on to the next height, blocking consensus from proceeding. In Q3 2023, we changed this by launching a pruning service that checks in fixed intervals, whether there are blocks to be pruned. This interval is configurable and is 10s by default. +### Production - Injective mainnet The impact of this changes is best demonstrated by reporting from Informal staking comparing 4 Injective nodes with the following setup: 1. *injective-sentry0* comet="v0.37" , pruning="default", keylayout=old @@ -121,11 +135,13 @@ The graph below plots the block processing time for the 4 nodes. The new changes lead to faster block processing time compared even to the node that has no pruning active. However, the new layout seems to be slightly slower. We will discuss this in more details below. -#### *Database key layout and pruning* +## Database key layout and pruning -These results clearly show that pruning is not impacting the nodes performance anymore and could be turned on. However, while running the same set of experiments locally, we obtained contradicting results on the impact of the key layout on these numbers. +The results above clearly show that pruning is not impacting the nodes performance anymore and could be turned on. The next step was determining whether we should remove the current database key representation from CometBFT and use the new ordering by height, which should be more optimal. (Pure golevelDB benchmarks showed orders of magnitute improvement when keys were written in order vs randomly: 8s vs 160ms). +However, while running the same set of experiments locally, we obtained contradicting results on the impact of the key layout on these numbers. -Namely when running experiments in the **1-node-local** setup, we came to the conclusion that, if pruning is turned on, only the version of CometBFT using the new database key layout was not impacted by it. The throughput of CometBFT (meaured by num of txs processed within 1h), decreased with pruning (with and without compaction) usng the current layout - 500txs/s vs 700 txs/s with the new layout. The duration of the compaction operation itself was also much lower than with the old key layout. The block processing time difference is between 100 and 200ms which for some chains can be significant. +### **Local-1node** +When running experiments in this setup, we came to the conclusion that, if pruning is turned on, only the version of CometBFT using the new database key layout was not impacted by it. The throughput of CometBFT (meaured by num of txs processed within 1h), decreased with pruning (with and without compaction) usng the current layout - 500txs/s vs 700 txs/s with the new layout. The duration of the compaction operation itself was also much lower than with the old key layout. The block processing time difference is between 100 and 200ms which for some chains can be significant. The same was true for additional parameters such as RAM usage (200-300MB). We show the findings in the table below. `v1` is the current DB key layout and `v2` is the new key representation leveraging ordercode. @@ -139,14 +155,12 @@ We show the findings in the table below. `v1` is the current DB key layout and ` | RAM (MB) | 550 | 470 | 650 | 510 | 660 | 510| | Block processing time | 1.9 | 2.1 | 2.2 | 2.1 | 2.0 | 1.9 | -(TODO) - ADD numbers from new metrics. The access times are very low but its weird not to show data obtained by new metrics. - - We collected locally periodic heap usage samples via `pprof` and noticed that compaction for the old layout would take ~80MB of RAM vs ~30MB with the new layout. -When backporting these changes to the 0.37.x based branch we gave to Informal staking, we obtained similar results. However, this is not what they observed on mainnet. In the graphs above, we see that the new layout, while still improving performance compared to CometBFT v0.37.x, introduced a ~10ms latency in this particular case. According to the operators, this was a big difference for some chains. -**e2e - 6 nodes** +When backporting these changes to the 0.37.x based branch we gave to Informal staking, we obtained similar results locally. However, this is not what they observed on mainnet. In the graphs above, we see that the new layout, while still improving performance compared to CometBFT v0.37.x, introduced a ~10ms latency in this particular case. According to the operators, this was a big difference for some chains. + +### **e2e - 6 nodes** In this experiment, we started a network of 6 validator nodes and 1 seed node. Each node had an initial state with 11GB in its blockstore. The configuration of the nodes is the same one as in the local runs: @@ -157,22 +171,7 @@ In this experiment, we started a network of 6 validator nodes and 1 seed node. E - **validator03**: New layout - pruning, no forced compaction - **validator01**: New layout - pruning and forced compaction - Once the nodes synced up to the height in the blockstore, we let ran a load of transactions against the network for ~6h. As the run was long, we alternated the nodes to which the load was sent to avoid handling of incoming transactions interferes with the overall conclusion. - - *Storge usage* - ![e2e_storage_usage](img/e2e_storage_usage.png "Storage usage e2e") - - The nodes doing pruning and compaction have a constant footprint compared to the other nodes. - *validator03* and *validator05* prune without compaction. They have a smaller footprint than the - nodes without pruning. The fact that the footprint of *validator05* has a lower footprint than - *validator03* stems from the compaction logic of goleveldb. As the keys on *validator03* are sorted - by height, new data is simply appended without the need to reshuffle very old levels with old heights. - On *validator05*, keys are sorted lexicographically leading to goleveldb touching more levels on insertions. By default, the conditions for triggering compaction are evaluated only when a file is touched. This is the reason why random key order leads to more frequent compaction. (This was also confirmed by findings done by our intern in Q3/Q4 2023 on goleveldb without Comet on top). - - *RAM Usage* - The difference in RAM used between the nodes was not very big. Nodes that prune efficiently (with compaction), used 20-40MB more RAM than nodes that did no pruning. But - - *validator04* and *validator00* without pruning are using 278MB of RAM used by *validator00* running with the old layout. *validator02* uses 330MB of RAM and *validator01* uses 298MB. This is in line with the local runs where pruning on the new layout uses less RAM. + Once the nodes synced up to the height in the blockstore, we ran a load of transactions against the network for ~6h. As the run was long, we alternated the nodes to which the load was sent to avoid handling of incoming transactions interferes with the overall conclusion. *Block processing time* From 0c67427b6afccda99c437f04543f806590ea2d16 Mon Sep 17 00:00:00 2001 From: Jasmina Malicevic Date: Tue, 12 Mar 2024 20:17:48 +0100 Subject: [PATCH 07/27] Restructuring --- docs/references/storage/README.md | 99 ++++++++++++++++++------------- 1 file changed, 57 insertions(+), 42 deletions(-) diff --git a/docs/references/storage/README.md b/docs/references/storage/README.md index 1f117326da9..5b7262c850a 100644 --- a/docs/references/storage/README.md +++ b/docs/references/storage/README.md @@ -1,13 +1,16 @@ # Overview + ,56This report summarizes the changes on CometBFT storage between Q3 2023 and Q1 2024, along with all the experiments and benchmarking performed to understand the impact of those changes. As of Q3 2023, the CometBFT team has dedicated significant resources addressing a number of storage related concerns: 1. Pruning not working: operators noticed that even when nodes prune data, the storage footprint is increasing. 2. Enabling pruning slows down nodes. Many chains disable pruning due to the impact on block processing time. 3. CometBFT is addressing application level concerns such as transaction indexing. Furthermore, operators have very coarse grained control over what is stored on their node. -4. Comet supports many database backends when ideally we should converge towards one. This requires understanding of the DB features but also the way CometBFT uses the database. We continued work starte on Tendermint 0.36, experimenting with a different database key layout that orders the DB data in a more friendly and efficient manner. +4. Comet supports many database backends when ideally we should converge towards one. This requires understanding of the DB features but also the way CometBFT uses the database. +5. The representation of keys CometBFT uses to store block and state data is suboptimal for the way this data is sorted within most kvstores. This work was [started in Tendermint 0.36](https://github.com/tendermint/tendermint/pull/5771) but not compelted. We picked up that work and experimented with the proposed data layout. +## Pre Q1 2024 results By the end of Q3 we have addressed and documented the second problem by introducing a data companion API. The API allows node operators to extract data out of full nodes or validators, index them in whichever way they find suitable and instruct CometBFT to prune data at a much finer granularity: - Blocks - State @@ -17,18 +20,31 @@ By the end of Q3 we have addressed and documented the second problem by introduc For comparison, until then, CometBFT would only prune the block and state store (not including ABCI results), based on instructions from the application. -More details on the API itself and how it can be used can be found in the corresponding ADR and documentation (TODO LINK). +More details on the API itself and how it can be used can be found in the corresponding [ADR](https://github.com/cometbft/cometbft/blob/main/docs/references/architecture/adr-101-data-companion-pull-api.md) and [documentation](https://github.com/cometbft/cometbft/tree/main/docs/data-companion) (TODO LINK Not working, check). -This report covers that changes and their impacts related to fixing and improving the pruning related points (1 and 3) as well as the last point. The results are obtained using `goleveldb` as the default backend unless stated otherwise. +This report covers that changes and their impact related to fixing and improving the pruning related points (1 and 3) as well as the last point. The results are obtained using `goleveldb` as the default backend unless stated otherwise. + +## Q1 goals +The expected result for Q1 was fixing the problem of storage growth despite pruning and improving database access times with a more optimal key layout. + +While we did indeed fix the problem of pruning/compaction not working, based on the results we obtained we could not demonstrate a certain benefit of changing the database key representation. + +Without a real world application, when running our test applications, our hypothesis on the impact of ordering was demonstrated by performance improvements and faster compaction times with the new layout. + +The one experiment with a real application did not back up this theory though. + +Our application's block times were in the range of 2-6s compared to 100s of ms for the real world application. Furthermore, the application might have different access patterns. + +That is why, in Q1, we introduce as an interface the key representation of the two stores, where the new layout is marked as purely experimental. Our hope is that chains will be incentivized to experiment with it and provide us with more real world numbers. This will also facilitate switching the data layout without breaking changes between releases. # Testing setup -We validated our results in a number of different settings: - 1. We can call this setup **Local-1node**: Local runs on one node using a light kvstore application with almost no app state. This setup increases the changes that storage is the bottleneck and enabled us to evaluate the changes independent +The experiments were ran in a number of different settings: + 1. We can call this setup **Local-1node**: Local runs on one node using a light kvstore application with almost no app state. This setup increases the chances that storage is the bottleneck and enabled us to evaluate the changes independent of the demands of specific applications. Furthermore, we were able to create a larger footprint quicker thus speeding up the experimentation process. - To evaluate the impact of the compaction and the different key layouts on both compaction/pruning and performance, we run the following set of experiments on this setup: + To evaluate the impact of forced compaction and the different key layouts on both compaction/pruning and performance, we ran the following set of experiments on this setup: - Current layout - no pruning - Current layout - pruning, no forced compaction - Current layout - pruning and forced compaction @@ -36,68 +52,62 @@ We validated our results in a number of different settings: - New layout - pruning, no forced compaction - New layout - pruning and forced compaction - We have also experimented with a third option, from which we initially expected the most: The new layout combined with insights into the access pattern of Comet to order together keys frequently accessed. In all - our experiments Comet running this layout was less efficient than the other two and we therefore dismissed it. (TODO link PR). + We have also experimented with a [third option](https://github.com/cometbft/cometbft/pull/1814), from which we initially expected the most: The new layout combined with insights into the access pattern of Comet to order together keys frequently accessed. In all + our experiments, when running CometBFT using this layout was less efficient than the other two and we therefore dismissed it. - We reduced the `timeout_commit` in this setup to 300ms to speed up execution + We reduced the `timeout_commit` in this setup to 300ms to speed up execution. The load was generated using `test/loadtime` with the following parameters: `-c 1 -T 3600 -r 1000 -s 8096`. Sending 8KB transactions at a rate of 1000txs/s for 1h. Each experiment was repeated 3 times to make sure the results are deterministic. 2. **e2e-6 node**: CometBFT's e2e application run on a Digital Ocean cluster of 6 nodes. Each node had a different combination of changes we tested: - - Pruning with and without compaction on the current database key layout vs. a new, better ordered key lauyout. - - No pruning using the current database key layout vs. a new key layout. + - Pruning with and without compaction on the current database key layout vs. a the same but using the new key layout that uses `ordercode` to sort keys by height. + - No pruning using the current database key layout vs. the new key layout. The nodes ran on top of a 11GB database to analize the effects of pruning but also potentially capture additional impact on performance depending on the key layout. -3. **e2e - 200node**: This experiment runs the standard benchmark used by CometBFT to do QA. The only difference is that the nodes in the network have a mixed setup of nodes doing pruning with and without compaction on different database key layouts. The idea is to a) confirm having such a setup is not downgrading performance; and b) capture the same metrics as in the previous setups on a big network. - -3. **production-testing**: The validator team at Informal staking was kind enough to spend a lot of time with us trying to evaluate our changes on full nodes running on mainnet Injective. As their time was limited and we had reports that pruning, in addition to not working, slows down Injective nodes, we were interested to understand the impact our changes made on their network. +3. **production-testing**: The validator team at Informal staking was kind enough to spend a lot of time with us trying to evaluate our changes on full nodes running on mainnet Injective chains. As their time was limited and we had reports that pruning, in addition to not working, slows down Injective nodes, we were interested to understand the impact our changes made on their network. It would be great to gather more real-world data on chains with different demands. ## **Metrics collected** -In addition to the storage footprint we collected information about the following system parameters: -- *RAM usage* +- **Storage footprint** +- **RAM usage** - **Block processing time** (*cometbft_state_block_processing_time*) - **Duration of individual consensus steps** (*cometbft_consensus_step_duration_seconds* aggregated by step) -- *consensus_total_txs* +- **consensus_total_txs** During this work we extended CometBFT with two additional storage related metrics: -- *Block store access time* by each method accessing the block store -- *State store access time* by each method accessing the state store +- *Block store access time* that records the time taken for each method to access the block store +- *State store access time* that records the time taken for each method to access the state store ## Pruning -Pruning the blockstore and statestore is a long supported feature by CometBFT. An application can set a retain height - the number of blocks which must be kept, and instruct CometBFT to prune the remaining blocks (taking into account some other constraints). +Pruning the blockstore and statestore is a long supported feature by CometBFT. An application can set a retain height - the number of blocks which must be kept - and instruct CometBFT to prune the remaining blocks (taking into account some other constraints). ## Storage footprint is not reduced -Unfortunately, many users have noticed that, despite this feature being enabled, the growth of both the state and block store does not stop. This leads operators to copy the database, enforce compaction of the delete items manually and copy it back. We have talked to operators and some have to do this weekly or every two weeks. +Unfortunately, many users have noticed that, despite this feature being enabled, the growth of both the state and block store does not stop. This lejuh-07fr///'ads operators to copy the database, enforce compaction of the deleted items manually and copy it back. We have talked to operators and some have to do this weekly or every two weeks. After some reasearch, we found that some of the database backends can be forced to compact the data. We experimented on it and confirmed those findings. -That is why we extended `cometbft-db`, adding an API to instruct the database to compact the files (TODO link PR). Then we made sure that Comet calls this function after blocks are pruned (TODO link PR). +æ∞/jmn 5That is why we extended `cometbft-db`, [adding an API](https://github.com/cometbft/cometbft-db/pull/111) to instruct the database to compact the files. Then we made sure that CometBFT [calls](https://github.com/cometbft/cometbft/pull/1972) this function after blocks are pruned. -To evaluate whether this was really benefitial, we ran a couple of experiments to validate our findings: +To evaluate whether this was really benefitial, we ran a couple of experiments and recorded the storage used: ### Local 1 node run of a dummy app that grows the DB to 20GB: ![local-run-compaction](img/impact_compaction_local.png) -### Running CometBFT's e2e application in a mixed network of 4 nodes. +### Running CometBFT's e2e application in a mixed network of 6 nodes. ![e2e_storage_usage](img/e2e_storage_usage.png "Storage usage e2e") The nodes doing pruning and compaction have a constant footprint compared to the other nodes. *validator03* and *validator05* prune without compaction. They have a smaller footprint than the nodes without pruning. The fact that the footprint of *validator05* has a lower footprint than - *validator03* stems from the compaction logic of goleveldb. As the keys on *validator03* are sorted + *validator03* stems from the compaction logic of `goleveldb`. As the keys on *validator03* are sorted by height, new data is simply appended without the need to reshuffle very old levels with old heights. - On *validator05*, keys are sorted lexicographically leading to goleveldb touching more levels on insertions. By default, the conditions for triggering compaction are evaluated only when a file is touched. This is the reason why random key order leads to more frequent compaction. (This was also confirmed by findings done by our intern in Q3/Q4 2023 on goleveldb without Comet on top). + On *validator05*, keys are sorted lexicographically leading to `goleveldb` *touching* more levels on insertions. By default, the conditions for triggering compaction are evaluated only when a file is touched. This is the reason why random key order leads to more frequent compaction. (This was also confirmed by findings done by our intern in Q3/Q4 2023 on goleveldb without Comet on top). - *RAM Usage* - The difference in RAM used between the nodes was not very big. Nodes that prune efficiently (with compaction), used 20-40MB more RAM than nodes that did no pruning. But - - *validator04* and *validator00* without pruning are using 278MB of RAM used by *validator00* running with the old layout. *validator02* uses 330MB of RAM and *validator01* uses 298MB. This is in line with the local runs where pruning on the new layout uses less RAM. ### Production - Injective mainnet @@ -113,7 +123,7 @@ The most impactful change we have made with regards to that is moving block and consensus from proceeding. In Q3 2023, we changed this by launching a pruning service that checks in fixed intervals, whether there are blocks to be pruned. This interval is configurable and is 10s by default. ### Production - Injective mainnet -The impact of this changes is best demonstrated by reporting from Informal staking comparing 4 Injective nodes with the following setup: +The impact of this changes is best demonstrated with the runs by Informal staking comparing 4 Injective nodes with the following setup: 1. *injective-sentry0* comet="v0.37" , pruning="default", keylayout=old 2. *injective-sentry1* comet="v0.37" , pruning="none" , keylayout=old @@ -138,10 +148,10 @@ The new changes lead to faster block processing time compared even to the node t ## Database key layout and pruning The results above clearly show that pruning is not impacting the nodes performance anymore and could be turned on. The next step was determining whether we should remove the current database key representation from CometBFT and use the new ordering by height, which should be more optimal. (Pure golevelDB benchmarks showed orders of magnitute improvement when keys were written in order vs randomly: 8s vs 160ms). -However, while running the same set of experiments locally, we obtained contradicting results on the impact of the key layout on these numbers. +However, while running the same set of experiments locally vs. in production, we obtained contradicting results on the impact of the key layout on these numbers. ### **Local-1node** -When running experiments in this setup, we came to the conclusion that, if pruning is turned on, only the version of CometBFT using the new database key layout was not impacted by it. The throughput of CometBFT (meaured by num of txs processed within 1h), decreased with pruning (with and without compaction) usng the current layout - 500txs/s vs 700 txs/s with the new layout. The duration of the compaction operation itself was also much lower than with the old key layout. The block processing time difference is between 100 and 200ms which for some chains can be significant. +In this setup, we came to the conclusion that, if pruning is turned on, only the version of CometBFT using the new database key layout was not impacted by it. The throughput of CometBFT (meaured by num of txs processed within 1h), decreased with pruning (with and without compaction) using the current layout - 500txs/s vs 700 txs/s with the new layout. The compaction operation itself was also much faster than with the old key layout. The block processing time difference is between 100 and 200ms which for some chains can be significant. The same was true for additional parameters such as RAM usage (200-300MB). We show the findings in the table below. `v1` is the current DB key layout and `v2` is the new key representation leveraging ordercode. @@ -158,7 +168,7 @@ We show the findings in the table below. `v1` is the current DB key layout and ` We collected locally periodic heap usage samples via `pprof` and noticed that compaction for the old layout would take ~80MB of RAM vs ~30MB with the new layout. -When backporting these changes to the 0.37.x based branch we gave to Informal staking, we obtained similar results locally. However, this is not what they observed on mainnet. In the graphs above, we see that the new layout, while still improving performance compared to CometBFT v0.37.x, introduced a ~10ms latency in this particular case. According to the operators, this was a big difference for some chains. +When backporting these changes to the 0.37.x based branch we gave to Informal staking, we obtained similar results when ran locally on the kvstore app. However, this is not what they observed on mainnet. In the graphs above, we see that the new layout, while still improving performance compared to CometBFT v0.37.x, introduced a ~10ms latency in this particular case. According to the operators, this was a big difference for chains like Injective. ### **e2e - 6 nodes** @@ -171,7 +181,7 @@ In this experiment, we started a network of 6 validator nodes and 1 seed node. E - **validator03**: New layout - pruning, no forced compaction - **validator01**: New layout - pruning and forced compaction - Once the nodes synced up to the height in the blockstore, we ran a load of transactions against the network for ~6h. As the run was long, we alternated the nodes to which the load was sent to avoid handling of incoming transactions interferes with the overall conclusion. + Once the nodes synced up to the height in the blockstore, we ran a load of transactions against the network for ~6h. As the run was long, we alternated the nodes to which the load was sent to avoid potential polution of results by the handling of incoming transactions . *Block processing time* @@ -179,7 +189,7 @@ In this experiment, we started a network of 6 validator nodes and 1 seed node. E When using the new key representation and no pruning (*validator04*) the block processing time drops from 6.8s (*validator00*) to 6.4s (*validator04*). - Pruning and compaction on the new layout increases the block processing time by ~200ms but it is still 200ms faster than pruning on the old layout. + Pruning and compaction on the new layout increases the block processing time by ~200ms compared to no pruning, but it is still 200ms faster than pruning on the old layout. *Block Store Access time* @@ -196,20 +206,25 @@ In this experiment, we started a network of 6 validator nodes and 1 seed node. E ![e2e_state_store_access_time](img/e2e_state_store_access_time.png "State store access time e2e") + *RAM Usage* + The difference in RAM used between the nodes was not very big. Nodes that prune efficiently (with compaction), used 20-40MB more RAM than nodes that did no pruning. But -### **Conclusion** + *validator04* and *validator00* (no pruning) are using 278MB of RAM . *validator02* (pruning on old layout) uses 330MB of RAM and *validator01*(pruning on new layout) uses 298MB. This is in line with the local runs where pruning on the new layout uses less RAM. -Based on the results form the previous tests, we decided to release `v1.x` with the support for both key layouts. Namely, there was no clear winner in all scenarios. Based on our tests, when pruning is enabled, we would recommend users to use the new key layout. But this conclusion was not backed up by the data obtained by Informal Staking on Injective chains. +### Conclusion on key layout +As demonstrated by the above results, and mentioned at the beginning, `v1.x` will be released with support for the new key layout as a purely experimental feature. Without pruning, for a bigger database and block processing times around 6s (on runs with our e2e), the new layour lowered the overall block processing time. When the block times are very low (in our local setup or on Injective), we did not observe the same benefits. Thus, the final decision should be left to the application after testing and understanding their behaviour. -The two layouts are not interchange-able, thus once one is used, a node cannot switch to the other. The version to be used is set in the `config.toml` and defaults to `v1` - the current layout. We will also release a migration script that offline converts the old layout to the new layout. The main reasons we have not addressed DB migration in more detail for the time being are: -- Migrating nodes that do not prune should not be done in one shot, leading to downtime. But as the benefits for chains to use the layout when not pruning are not clear, we decided to de-prioritize the migration this quarter and pick it up if the need arises from our users. -- When nodes prune, their DBs to migrate are presumably smaller. They could also statesync using `v2` as their desired key layout. +As the feature is experimental, we do not provide a way to convert the database back into the current format if it is initialized with the new layout. + +The two layouts are not interchange-able, thus once one is used, a node cannot switch to the other. The version to be used is set in the `config.toml` and defaults to `v1` - the current layout. Once the layout is set, it is written back to the database with `version` as the key. When a node boots up and loads the database initially, if this flag is set, it takes precedense over any configuration file. + +The support for both layouts will allow users to benchmark their applications. If at any point we get clear indications that one layout is better than the other, we will gladly drop support for one of them and provide users with a way to migrate their databases gracefully. + -The support for both layouts will allow users to benchmark their applications. If they determine that the new layout is boosting their performance, we can think of smarter DB migration scripts that will prevent nodes from being offline. ## Pebble From 7ad44039021183fa677954acba845367289915ab Mon Sep 17 00:00:00 2001 From: Jasmina Malicevic Date: Wed, 13 Mar 2024 11:01:53 +0100 Subject: [PATCH 08/27] Added block times and missed blocks --- docs/references/storage/README.md | 28 +++++++++++++----- .../storage/img/e2e_val_missed_blocks.png | Bin 0 -> 112512 bytes 2 files changed, 20 insertions(+), 8 deletions(-) create mode 100644 docs/references/storage/img/e2e_val_missed_blocks.png diff --git a/docs/references/storage/README.md b/docs/references/storage/README.md index 5b7262c850a..c20973ba806 100644 --- a/docs/references/storage/README.md +++ b/docs/references/storage/README.md @@ -20,7 +20,7 @@ By the end of Q3 we have addressed and documented the second problem by introduc For comparison, until then, CometBFT would only prune the block and state store (not including ABCI results), based on instructions from the application. -More details on the API itself and how it can be used can be found in the corresponding [ADR](https://github.com/cometbft/cometbft/blob/main/docs/references/architecture/adr-101-data-companion-pull-api.md) and [documentation](https://github.com/cometbft/cometbft/tree/main/docs/data-companion) (TODO LINK Not working, check). +More details on the API itself and how it can be used can be found in the corresponding [ADR](https://github.com/cometbft/cometbft/blob/main/docs/references/architecture/adr-101-data-companion-pull-api.md) and [documentation](https://github.com/cometbft/cometbft/tree/main/docs/explanation/data-companion). This report covers that changes and their impact related to fixing and improving the pruning related points (1 and 3) as well as the last point. The results are obtained using `goleveldb` as the default backend unless stated otherwise. @@ -72,7 +72,8 @@ The experiments were ran in a number of different settings: - **Storage footprint** - **RAM usage** -- **Block processing time** (*cometbft_state_block_processing_time*) +- **Block processing time** (*cometbft_state_block_processing_time*) This time here indicates the time to execute `FinalizeBlock` while reconstructing the last commit from the database and sending it to the application for processing. +- **Block time**: Computed based on the number of blocks processed in a fixed timeframe (1h or 6h). - **Duration of individual consensus steps** (*cometbft_consensus_step_duration_seconds* aggregated by step) - **consensus_total_txs** @@ -163,7 +164,8 @@ We show the findings in the table below. `v1` is the current DB key layout and ` | Tx/s | 705.21 | 722.74 | 573.30 | 692.31 | 572.80 | 700.33 | | Chain height | 4936 | 5095 | 4277 | 4855 | 4398 | 5104 | | RAM (MB) | 550 | 470 | 650 | 510 | 660 | 510| -| Block processing time | 1.9 | 2.1 | 2.2 | 2.1 | 2.0 | 1.9 | +| Block processing time(s) | 1.9 | 2.1 | 2.2 | 2.1 | 2.0 | 1.9 | +| Block time | 0.73| 0.71 | 0.84 | 0.74| 0.82| 0.71| We collected locally periodic heap usage samples via `pprof` and noticed that compaction for the old layout would take ~80MB of RAM vs ~30MB with the new layout. @@ -211,6 +213,12 @@ In this experiment, we started a network of 6 validator nodes and 1 seed node. E *validator04* and *validator00* (no pruning) are using 278MB of RAM . *validator02* (pruning on old layout) uses 330MB of RAM and *validator01*(pruning on new layout) uses 298MB. This is in line with the local runs where pruning on the new layout uses less RAM. + *Missed blocks* +![e2e_val_missed_blocks](img/e2e_val_missed_blocks.png "Blocks missed by a validator") + +The graph above shows the number of missed blocks per validator. *validator02* is doing pruning and compaction using the old layout and keeps missing blocks. The other two validators all use the new layout with *validator03* doing pruning without compaction compared to *validator01* who missed only 1 block while doing pruning and compaction. + + ### Conclusion on key layout As demonstrated by the above results, and mentioned at the beginning, `v1.x` will be released with support for the new key layout as a purely experimental feature. @@ -242,8 +250,12 @@ The table below shows the performance metrics for Pebble: | Metric | No pruning v1 | No pruning v2 | Pruning v1 | Pruning v2 | Pruning + compaction v1 | Pruning + compaction v2 | :---------------- | :------: | ----: | ------: | ----: | ------: | ----: | -| Total tx | - | 2906186 | 2851298 | 2873765 | - | 2881003 | -| Tx/s | - | 807.27 | 792.03 | 798.27 | - | 800.28 | -| Chain height | - | 5666 | 5553| 5739 | - | 5752 | -| RAM (MB) | - | 445 | 456 | 445 | - | 461 | -| Block processing time | - | 5.9(Double check) | 2.1 | 2.1 | - | 2.1 | \ No newline at end of file +| Total tx | 2827232 | 2906186 | 2851298 | 2873765 | 2826235 | 2881003 | +| Tx/s | 785.34 | 807.27 | 792.03 | 798.27 | 785.08 | 800.28 | +| Chain height | 5743 | 5666 | 5553| 5739 | 5551 | 5752 | +| RAM (MB) | 494 | 445 | 456 | 445 | 490 | 461 | +| Block processing time(s) | 2 | 3.9 | 2.1 | 2.1 | 2.1 | 2.1 | +| Block time | 0.63 | 0.64 | 0.65 | 0.63 | 0.65 | 0.63 | + +The block processing time when using the new layout and no pruning seems to significantly increase compared to the other cases. However, while taking longer it seems that the number of transactions processed in the same timeframe is higher and achieved with fewer heights. 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9b9e7d9d8d6ec42c1896039afad1e48987a201ca Mon Sep 17 00:00:00 2001 From: Jasmina Malicevic Date: Tue, 5 Mar 2024 10:48:03 +0100 Subject: [PATCH 03/27] Minor edits --- docs/references/storage/README.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/docs/references/storage/README.md b/docs/references/storage/README.md index dc85a39944f..d2e6d7ee71f 100644 --- a/docs/references/storage/README.md +++ b/docs/references/storage/README.md @@ -39,6 +39,8 @@ We validated our results in a number of different settings: We have also experimented with a third option, from which we initially expected the most: The new layout combined with insights into the access pattern of Comet to order together keys frequently accessed. In all our experiments Comet running this layout was less efficient than the other two and we therefore dismissed it. (TODO link PR). + We reduced the `timeout_commit` in this setup to 300ms to speed up execution + Each experiment was repeated 3 times to make sure the results are deterministic. 2. **e2e-6 node**: CometBFT's e2e application run on a Digital Ocean cluster of 6 nodes. Each node had a different combination of changes we tested: @@ -117,6 +119,8 @@ These results clearly show that pruning is not impacting the nodes performance a Namely when running experiments in the **1-node-local** setup, we came to the conclusion that, if pruning is turned on, only the version of CometBFT using the new database key layout was not impacted by it. The throughput of CometBFT (meaured by num of txs processed within 1h), decreased with pruning (with and without compaction) usng the current layout - 500txs/s vs 700 txs/s with the new layout. The duration of the compaction operation itself was also much lower than with the old key layout. The block processing time difference is between 100 and 200ms which for some chains can be significant. The same was true for additional parameters such as RAM usage (200-300MB). +We collected locally periodic heap usage samples via `pprof` and noticed that compaction for the old layout would take ~80MB of RAM vs ~30MB for with the new layout. + When backporting these changes to the 0.37.x based branch we gave to Informal staking, we obtained similar results. However, this is not what they observed on mainnet. (TODO add table showcasing this) @@ -140,4 +144,5 @@ We repeated our tests done in **1-node-local** using PebbleDB as the underlying In the graph below, we see the old layout without any compaction and the new layout with and without compaction on the same workload that generated 20GB of data when no pruning is active. -![pebble](img/pebble.png "Pebble") \ No newline at end of file +![pebble](img/pebble.png "Pebble") + From d479c0192bec683692f283058e1ab446aa02f80d Mon Sep 17 00:00:00 2001 From: Jasmina Malicevic Date: Tue, 5 Mar 2024 11:19:31 +0100 Subject: [PATCH 04/27] Added tables with benchmarks --- docs/references/storage/README.md | 40 +++++++++++++++++++++++++++---- 1 file changed, 35 insertions(+), 5 deletions(-) diff --git a/docs/references/storage/README.md b/docs/references/storage/README.md index d2e6d7ee71f..b09c0ccbc47 100644 --- a/docs/references/storage/README.md +++ b/docs/references/storage/README.md @@ -106,11 +106,20 @@ The impact of this changes is best demonstrated by reporting from Informal staki 3. *injective-pruning* comet="modified" , pruning="600blocks" , keylayout=old 4. *injective-newlayout* comet="modified" , pruning="600blocks" , keylayout=new -We report the time to execute Commit along with the time to process blocks: +Comet v0.37 is the current 0.37 release used in production where pruning is not happening within a background process. + +We report the time to execute Commit: ![injective-commit](img/injective_commit.png "Injective - commit") + +The time to complete Commit for pruning done within the same thread, the Commit step takes 412ms vs 286ms when no pruning is activated. Using these numbers as baseline, the new changes for both layout do not degrade performance. The duration of Commit with pruning over the current DB key layout is 253ms, and 260ms on the new layout. + +The graph below plots the block processing time for the 4 nodes. + ![injective-bpt](img/injective_block_processing_time.png "Injective - average block processing time") +The new changes lead to faster block processing time compared even to the node that has no pruning active. However, the new layout seems to be slightly slower. We will discuss this in more details below. + #### *Database key layout and pruning* @@ -119,11 +128,23 @@ These results clearly show that pruning is not impacting the nodes performance a Namely when running experiments in the **1-node-local** setup, we came to the conclusion that, if pruning is turned on, only the version of CometBFT using the new database key layout was not impacted by it. The throughput of CometBFT (meaured by num of txs processed within 1h), decreased with pruning (with and without compaction) usng the current layout - 500txs/s vs 700 txs/s with the new layout. The duration of the compaction operation itself was also much lower than with the old key layout. The block processing time difference is between 100 and 200ms which for some chains can be significant. The same was true for additional parameters such as RAM usage (200-300MB). -We collected locally periodic heap usage samples via `pprof` and noticed that compaction for the old layout would take ~80MB of RAM vs ~30MB for with the new layout. +We show the findings in the table below. `v1` is the current DB key layout and `v2` is the new key representation leveraging ordercode. -When backporting these changes to the 0.37.x based branch we gave to Informal staking, we obtained similar results. However, this is not what they observed on mainnet. -(TODO add table showcasing this) +| Metric | No pruning v1 | No pruning v2 | Pruning v1 | Pruning v2 | Pruning + compaction v1 | Pruning + compaction v2 +| :---------------- | :------: | ----: | ------: | ----: | ------: | ----: | +| Total tx | 2538767 | 2601857 | 2063870 | 2492327 | 2062080 | 2521171 | +| Tx/s | 705.21 | 722.74 | 573.30 | 692.31 | 572.80 | 700.33 | +| Chain height | 4936 | 5095 | 4277 | 4855 | 4398 | 5104 | +| RAM (MB) | 550 | 470 | 650 | 510 | 660 | 510| +| Block processing time | 1.9 | 2.1 | 2.2 | 2.1 | 2.0 | 1.9 | + +(TODO) - ADD numbers from new metrics. The access times are very low but its weird not to show data obtained by new metrics. + + +We collected locally periodic heap usage samples via `pprof` and noticed that compaction for the old layout would take ~80MB of RAM vs ~30MB for with the new layout. + +When backporting these changes to the 0.37.x based branch we gave to Informal staking, we obtained similar results. However, this is not what they observed on mainnet. In the graphs above, we see that the new layout, while still improving performance compared to CometBFT v0.37.x, introduced a ~10ms latency in this particular case. According to the operators, this was a big difference for some chains. (TODO add results from e2e if they add anything here) @@ -137,7 +158,7 @@ The support for both layouts will allow users to benchmark their applications. I ## Pebble -`PebbleDB` was recently added to `cometbft-db` by Notional and based on their benchmarks it was superior to goleveldDB. +`PebbleDB` was recently added to `cometbft-db` by Notional labs and based on their benchmarks it was superior to goleveldDB. We repeated our tests done in **1-node-local** using PebbleDB as the underlying database. While the difference in performance it self was slightly better, the most impressive difference is that PebbleDB seemed to handle compaction itself very well. @@ -146,3 +167,12 @@ In the graph below, we see the old layout without any compaction and the new lay ![pebble](img/pebble.png "Pebble") +The table below shows the performance metrics for Pebble: + +| Metric | No pruning v1 | No pruning v2 | Pruning v1 | Pruning v2 | Pruning + compaction v1 | Pruning + compaction v2 +| :---------------- | :------: | ----: | ------: | ----: | ------: | ----: | +| Total tx | - | 2906186 | 2851298 | 2873765 | - | 2881003 | +| Tx/s | - | 807.27 | 792.03 | 798.27 | - | 800.28 | +| Chain height | - | 5666 | 5553| 5739 | - | 5752 | +| RAM (MB) | - | 445 | 456 | 445 | - | 461 | +| Block processing time | - | 5.9(Double check) | 2.1 | 2.1 | - | 2.1 | \ No newline at end of file From e33274c1f7a6aa737656931a4d3a05a91c07eafd Mon Sep 17 00:00:00 2001 From: Jasmina Malicevic Date: Fri, 8 Mar 2024 23:39:22 +0100 Subject: [PATCH 05/27] Added data from e2e on big db --- docs/references/storage/README.md | 67 ++++++++++++++++-- .../storage/img/e2e_block_processing_time.png | Bin 0 -> 153802 bytes .../img/e2e_block_store_access_time.png | Bin 0 -> 146566 bytes .../img/e2e_state_store_access_time.png | Bin 0 -> 137109 bytes .../storage/img/e2e_storage_usage.png | Bin 0 -> 283687 bytes 5 files changed, 62 insertions(+), 5 deletions(-) create mode 100644 docs/references/storage/img/e2e_block_processing_time.png create mode 100644 docs/references/storage/img/e2e_block_store_access_time.png create mode 100644 docs/references/storage/img/e2e_state_store_access_time.png create mode 100644 docs/references/storage/img/e2e_storage_usage.png diff --git a/docs/references/storage/README.md b/docs/references/storage/README.md index b09c0ccbc47..8b8a6b5d92c 100644 --- a/docs/references/storage/README.md +++ b/docs/references/storage/README.md @@ -47,7 +47,7 @@ We validated our results in a number of different settings: - Pruning with and without compaction on the current database key layout vs. a new, better ordered key lauyout. - No pruning using the current database key layout vs. a new key layout. - The nodes ran on top of a 10GB database to analize the effects of pruning but also potentially capture additional impact on performance depending on the key layout. + The nodes ran on top of a 11GB database to analize the effects of pruning but also potentially capture additional impact on performance depending on the key layout. 3. **e2e - 200node**: This experiment runs the standard benchmark used by CometBFT to do QA. The only difference is that the nodes in the network have a mixed setup of nodes doing pruning with and without compaction on different database key layouts. The idea is to a) confirm having such a setup is not downgrading performance; and b) capture the same metrics as in the previous setups on a big network. @@ -142,15 +142,72 @@ We show the findings in the table below. `v1` is the current DB key layout and ` (TODO) - ADD numbers from new metrics. The access times are very low but its weird not to show data obtained by new metrics. -We collected locally periodic heap usage samples via `pprof` and noticed that compaction for the old layout would take ~80MB of RAM vs ~30MB for with the new layout. +We collected locally periodic heap usage samples via `pprof` and noticed that compaction for the old layout would take ~80MB of RAM vs ~30MB with the new layout. When backporting these changes to the 0.37.x based branch we gave to Informal staking, we obtained similar results. However, this is not what they observed on mainnet. In the graphs above, we see that the new layout, while still improving performance compared to CometBFT v0.37.x, introduced a ~10ms latency in this particular case. According to the operators, this was a big difference for some chains. +**e2e - 6 nodes** -(TODO add results from e2e if they add anything here) +In this experiment, we started a network of 6 validator nodes and 1 seed node. Each node had an initial state with 11GB in its blockstore. The configuration of the nodes is the same one as in the local runs: -We have therefore decided to release v1.x with the support for both key layouts. They are not interchange-able, thus once one is used, a node cannot switch to the other. The version to be used is set in the `config.toml` and defaults to `v1` - the current layout. We will also release a migration script that offline converts the old layout to the new layout. The main reasons we have not addressed DB migration in more detail are: -- For nodes that do not do pruning, the new layout did not show great benefits + - **validator00**: Current layout - no pruning + - **validator05**: Current layout - pruning, no forced compaction + - **validator02**: Current layout - pruning and forced compaction + - **validator04**: New layout - no pruning + - **validator03**: New layout - pruning, no forced compaction + - **validator01**: New layout - pruning and forced compaction + + Once the nodes synced up to the height in the blockstore, we let ran a load of transactions against the network for ~6h. As the run was long, we alternated the nodes to which the load was sent to avoid handling of incoming transactions interferes with the overall conclusion. + + *Storge usage* + ![e2e_storage_usage](img/e2e_storage_usage.png "Storage usage e2e") + + The nodes doing pruning and compaction have a constant footprint compared to the other nodes. + *validator03* and *validator05* prune without compaction. They have a smaller footprint than the + nodes without pruning. The fact that the footprint of *validator05* has a lower footprint than + *validator03* stems from the compaction logic of goleveldb. As the keys on *validator03* are sorted + by height, new data is simply appended without the need to reshuffle very old levels with old heights. + On *validator05*, keys are sorted lexicographically leading to goleveldb touching more levels on insertions. By default, the conditions for triggering compaction are evaluated only when a file is touched. This is the reason why random key order leads to more frequent compaction. (This was also confirmed by findings done by our intern in Q3/Q4 2023 on goleveldb without Comet on top). + + *RAM Usage* + The difference in RAM used between the nodes was not very big. Nodes that prune efficiently (with compaction), used 20-40MB more RAM than nodes that did no pruning. But + + *validator04* and *validator00* without pruning are using 278MB of RAM used by *validator00* running with the old layout. *validator02* uses 330MB of RAM and *validator01* uses 298MB. This is in line with the local runs where pruning on the new layout uses less RAM. + + *Block processing time* + + ![e2e_block_processing](img/e2e_block_processing_time.png "Block Processing time e2e") + + When using the new key representation and no pruning (*validator04*) the block processing time drops from 6.8s (*validator00*) to 6.4s (*validator04*). + + Pruning and compaction on the new layout increases the block processing time by ~200ms but it is still 200ms faster than pruning on the old layout. + + *Block Store Access time* + + In general, store access times are very low, without pruning they are up to 40ms. The storage device on the Digital Ocean nodes are SSDs but many of our operators use state of the art NVMe devices, thus they could be even lower in production. + Without pruning, the current layout is slightly faster than the new one. However, when pruning is turned on and deletions are performed the access times grow and using the new layout leads to lower access times. The gap grows slightly as the database size grows (second graph). + + ![e2e_block_store_access_time](img/e2e_block_store_access_time.png "Block store access time e2e") + + + *State Store Access time* + + The conclusions for the state store access times are very similar to those for the blockstore. Note though that in our e2e app the state store does not grow to more than 1GB as we disabled ABCI results pruning and the validator set is not updated - which typically leads to increase in state. + + + ![e2e_state_store_access_time](img/e2e_state_store_access_time.png "State store access time e2e") + + +### **Conclusion** + +Based on the results form the previous tests, we decided to release `v1.x` with the support for both key layouts. Namely, there was no clear winner in all scenarios. Based on our tests, when pruning is enabled, we would recommend users to use the new key layout. But this conclusion was not backed up by the data obtained by Informal Staking on Injective chains. + +Without pruning, for a bigger database and block processing times around 6s (on runs with our e2e), the new layour lowered the overall block processing time. When the block times are very low (in our local setup or on Injective), we did not observe the same benefits. + +Thus, the final decision should be left to the application after testing and understanding their behaviour. + +The two layouts are not interchange-able, thus once one is used, a node cannot switch to the other. The version to be used is set in the `config.toml` and defaults to `v1` - the current layout. We will also release a migration script that offline converts the old layout to the new layout. The main reasons we have not addressed DB migration in more detail for the time being are: +- Migrating nodes that do not prune should not be done in one shot, leading to downtime. But as the benefits for chains to use the layout when not pruning are not clear, we decided to de-prioritize the migration this quarter and pick it up if the need arises from our users. - When nodes prune, their DBs to migrate are presumably smaller. They could also statesync using `v2` as their desired key layout. The support for both layouts will allow users to benchmark their applications. 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