feat: reproduce instructions in README.md

README.md

@@ -1,69 +1,76 @@
 # MOStream
+
 ### Prerequisites
+
 - gcc 11 or latr
 - cmake 3.14 or later
 - boost
 - gflags
 - ticat
 - mysql
-### Build
+
+### One-click to reproduce
+
+```bash
+docker run -itd --name sesame -v $(pwd)/output:/Sesame/scripts/benne/jpg wzru/sesame:icdm24
+docker exec -it sesame /Sesame/scripts/benne/run.sh
+docker stop sesame && docker rm sesame
+```
+
+### Build from source
+
 ```bash
 mkdir build
 cd build
 cmake .. -DCMAKE_BUILD_TYPE=Release
 make -j$(nproc)
 ```
-### Run Benchmark
-Run benchmark:
-```bash
-cd scripts/benne
-./run.sh
-```
+
 ### Benchmark Result Tables
 
 real-world algorithms on 4 datasets:
 
-|algo         |workload |purity   |qps    |
-|-------------|---------|---------|-------|
-|Birch        |CoverType|0.562229 |225885 |
-|StreamKMeans |CoverType|0.489109 |23177.3|
-|CluStream    |CoverType|0.487599 |24890  |
-|DenStream    |CoverType|0.548178 |9254.53|
-|DBStream     |CoverType|0.487599 |82805.5|
-|EDMStream    |CoverType|0.512048 |227606 |
-|DStream      |CoverType|0.493124 |32779.4|
-|SLKMeans     |CoverType|0.493613 |14911.8|
-|BenneEff     |CoverType|0.521301 |240417 |
-|BenneAcc     |CoverType|0.73752  |176212 |
-|Birch        |INSECTS  |0.188058 |845001 |
-|StreamKMeans |INSECTS  |0.488874 |19939.9|
-|CluStream    |INSECTS  |0.188058 |192332 |
-|DenStream    |INSECTS  |0.51571  |139924 |
-|DBStream     |INSECTS  |0.425394 |890.007|
-|EDMStream    |INSECTS  |0.500077 |300098 |
-|DStream      |INSECTS  |0.188058 |136008 |
-|SLKMeans     |INSECTS  |0.316064 |9548.79|
-|BenneAcc     |INSECTS  |0.500227 |139159 |
-|BenneEff     |INSECTS  |0.188058 |923562 |
-|Birch        |KDD99_F  |0.941589 |340383 |
-|StreamKMeans |KDD99_F  |0.581972 |29971.4|
-|CluStream    |KDD99_F  |0.573222 |103739 |
-|DenStream    |KDD99_F  |0.969101 |16177.1|
-|DBStream     |KDD99_F  |0.724066 |247424 |
-|EDMStream    |KDD99_F  |0.957839 |371575 |
-|DStream      |KDD99_F  |0.960606 |380476 |
-|SLKMeans     |KDD99_F  |0.645238 |1085.05|
-|BenneAccNoMig|KDD99_F  |0.999071 |1570.43|
-|BenneAcc     |KDD99_F  |0.999071 |1565.59|
-|Birch        |sensor   |0.0300351|534377 |
-|StreamKMeans |sensor   |0.0693233|74500.7|
-|CluStream    |sensor   |0.0295923|77192.2|
-|DenStream    |sensor   |0.0638467|43284.1|
-|DBStream     |sensor   |0.0401955|57440.2|
-|EDMStream    |sensor   |0.0782214|44856.6|
-|DStream      |sensor   |0.0295941|252303 |
-|SLKMeans     |sensor   |0.0295923|74552.8|
-|BenneEff     |sensor   |0.030509 |210625 |
-|BenneAcc     |sensor   |0.202618 |138474 |
+| algo          | workload  | purity    | qps     |
+| ------------- | --------- | --------- | ------- |
+| Birch         | CoverType | 0.562229  | 225885  |
+| StreamKMeans  | CoverType | 0.489109  | 23177.3 |
+| CluStream     | CoverType | 0.487599  | 24890   |
+| DenStream     | CoverType | 0.548178  | 9254.53 |
+| DBStream      | CoverType | 0.487599  | 82805.5 |
+| EDMStream     | CoverType | 0.512048  | 227606  |
+| DStream       | CoverType | 0.493124  | 32779.4 |
+| SLKMeans      | CoverType | 0.493613  | 14911.8 |
+| BenneEff      | CoverType | 0.521301  | 240417  |
+| BenneAcc      | CoverType | 0.73752   | 176212  |
+| Birch         | INSECTS   | 0.188058  | 845001  |
+| StreamKMeans  | INSECTS   | 0.488874  | 19939.9 |
+| CluStream     | INSECTS   | 0.188058  | 192332  |
+| DenStream     | INSECTS   | 0.51571   | 139924  |
+| DBStream      | INSECTS   | 0.425394  | 890.007 |
+| EDMStream     | INSECTS   | 0.500077  | 300098  |
+| DStream       | INSECTS   | 0.188058  | 136008  |
+| SLKMeans      | INSECTS   | 0.316064  | 9548.79 |
+| BenneAcc      | INSECTS   | 0.500227  | 139159  |
+| BenneEff      | INSECTS   | 0.188058  | 923562  |
+| Birch         | KDD99_F   | 0.941589  | 340383  |
+| StreamKMeans  | KDD99_F   | 0.581972  | 29971.4 |
+| CluStream     | KDD99_F   | 0.573222  | 103739  |
+| DenStream     | KDD99_F   | 0.969101  | 16177.1 |
+| DBStream      | KDD99_F   | 0.724066  | 247424  |
+| EDMStream     | KDD99_F   | 0.957839  | 371575  |
+| DStream       | KDD99_F   | 0.960606  | 380476  |
+| SLKMeans      | KDD99_F   | 0.645238  | 1085.05 |
+| BenneAccNoMig | KDD99_F   | 0.999071  | 1570.43 |
+| BenneAcc      | KDD99_F   | 0.999071  | 1565.59 |
+| Birch         | sensor    | 0.0300351 | 534377  |
+| StreamKMeans  | sensor    | 0.0693233 | 74500.7 |
+| CluStream     | sensor    | 0.0295923 | 77192.2 |
+| DenStream     | sensor    | 0.0638467 | 43284.1 |
+| DBStream      | sensor    | 0.0401955 | 57440.2 |
+| EDMStream     | sensor    | 0.0782214 | 44856.6 |
+| DStream       | sensor    | 0.0295941 | 252303  |
+| SLKMeans      | sensor    | 0.0295923 | 74552.8 |
+| BenneEff      | sensor    | 0.030509  | 210625  |
+| BenneAcc      | sensor    | 0.202618  | 138474  |
 
-Other results please refer to `scripts/benne/raw/*.csv`
+Other results please refer to `scripts/benne/raw/*.csv`

scripts/benne/run.sh

@@ -11,6 +11,12 @@ which ticat
 
 export bench_id=2024
 
+# run $meta_cmd -e "SHOW DATABASES;" until it works
+while true; do
+    $meta_cmd -e "SHOW DATABASES;" 2>/dev/null && break
+    sleep 3
+done
+
 sh_files=$(ls script/)
 for sh in ${sh_files[@]}; do
     echo "running $sh..."