docs: add guide for tsbs benchmark (#4151)

* docs: add guide for tsbs benchmark

Signed-off-by: Ruihang Xia <waynestxia@gmail.com>

* fix typo

Signed-off-by: Ruihang Xia <waynestxia@gmail.com>

---------

Signed-off-by: Ruihang Xia <waynestxia@gmail.com>

docs/benchmarks/tsbs/README.md

@@ -0,0 +1,253 @@
+# How to run TSBS Benchmark
+
+This document contains the steps to run TSBS Benchmark. Our results are listed in other files in the same directory.
+
+## Prerequires
+
+You need the following tools to run TSBS Benchmark:
+- Go
+- git
+- make
+- rust (optional, if you want to build the DB from source)
+
+## Build TSBS suite
+
+Clone our fork of TSBS:
+
+```shell
+git clone https://github.com/GreptimeTeam/tsbs.git
+```
+
+Then build it:
+
+```shell
+cd tsbs
+make
+```
+
+You can check the `bin/` directory for compiled binaries. We will only use some of them.
+
+```shell
+ls ./bin/
+```
+
+Binaries we will use later:
+- `tsbs_generate_data`
+- `tsbs_generate_queries`
+- `tsbs_load_greptime`
+- `tsbs_run_queries_influx`
+
+## Generate test data and queries
+
+The data is generated by `tsbs_generate_data`
+
+```shell
+mkdir bench-data
+./bin/tsbs_generate_data --use-case="cpu-only" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:00Z" \
+    --log-interval="10s" --format="influx" \
+    > ./bench-data/influx-data.lp
+```
+
+Here we generates 4000 time-series in 3 days with 10s interval. We'll use influx line protocol to write so the target format is `influx`.
+
+Queries are generated by `tsbs_generate_queries`. You can change the parameters but need to make sure it matches with `tsbs_generate_data`.
+
+```shell
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=100 \
+    --query-type cpu-max-all-1 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-cpu-max-all-1.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=100 \
+    --query-type cpu-max-all-8 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-cpu-max-all-8.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=50 \
+    --query-type double-groupby-1 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-double-groupby-1.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=50 \
+    --query-type double-groupby-5 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-double-groupby-5.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=50 \
+    --query-type double-groupby-all \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-double-groupby-all.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=50 \
+    --query-type groupby-orderby-limit \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-groupby-orderby-limit.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=100 \
+    --query-type high-cpu-1 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-high-cpu-1.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=50 \
+    --query-type high-cpu-all \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-high-cpu-all.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=10 \
+    --query-type lastpoint \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-lastpoint.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=100 \
+    --query-type single-groupby-1-1-1 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-single-groupby-1-1-1.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=100 \
+    --query-type single-groupby-1-1-12 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-single-groupby-1-1-12.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=100 \
+    --query-type single-groupby-1-8-1 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-single-groupby-1-8-1.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=100 \
+    --query-type single-groupby-5-1-1 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-single-groupby-5-1-1.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=100 \
+    --query-type single-groupby-5-1-12 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-single-groupby-5-1-12.dat
+./bin/tsbs_generate_queries \
+    --use-case="devops" --seed=123 --scale=4000 \
+    --timestamp-start="2023-06-11T00:00:00Z" \
+    --timestamp-end="2023-06-14T00:00:01Z" \
+    --queries=100 \
+    --query-type single-groupby-5-8-1 \
+    --format="greptime" \
+    > ./bench-data/greptime-queries-single-groupby-5-8-1.dat
+```
+
+## Start GreptimeDB
+
+Reference to our [document](https://docs.greptime.com/getting-started/installation/overview) for how to install and start a GreptimeDB. Or you can also check this [document](https://docs.greptime.com/contributor-guide/getting-started#compile-and-run) for how to build a GreptimeDB from source.
+
+## Write Data
+
+After the DB is started, we can use `tsbs_load_greptime` to test the write performance.
+
+```shell
+./bin/tsbs_load_greptime \
+    --urls=http://localhost:4000 \
+    --file=./bench-data/influx-data.lp \
+    --batch-size=3000 \
+    --gzip=false \
+    --workers=6
+```
+
+Parameters here are only provided as an example. You can choose whatever you like or adjust them to match your target scenario.
+
+Notice that if you want to rerun `tsbs_load_greptime`, please destroy and restart the DB and clear its previous data first. Existing duplicated data will impact the write and query performance.
+
+## Query Data
+
+After the data is imported, you can then run queries. The following script runs all queries. You can also choose a subset of queries to run.
+
+```shell
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-cpu-max-all-1.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-cpu-max-all-8.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-double-groupby-1.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-double-groupby-5.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-double-groupby-all.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-groupby-orderby-limit.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-high-cpu-1.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-high-cpu-all.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-lastpoint.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-single-groupby-1-1-1.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-single-groupby-1-1-12.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-single-groupby-1-8-1.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-single-groupby-5-1-1.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-single-groupby-5-1-12.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+./bin/tsbs_run_queries_influx --file=./bench-data/greptime-queries-single-groupby-5-8-1.dat \
+    --db-name=benchmark \
+    --urls="http://localhost:4000"
+```
+
+Rerun queries need not to re-import data. Just execute the corresponding command again is fine.