From 30a7a83e564391adc24236fb1f4c2320d4274e60 Mon Sep 17 00:00:00 2001
From: MrBounty <adrien.bouvais.pro@gmail.com>
Date: Thu, 30 Jan 2025 21:21:02 +0100
Subject: [PATCH] Update some docs

---
 docs/Benchmark.md | 604 +++++++++++++++++++++++++++++++++++++++-------
 docs/index.md     |   9 +-
 2 files changed, 523 insertions(+), 90 deletions(-)

diff --git a/docs/Benchmark.md b/docs/Benchmark.md
index 2f125b3..effaa38 100644
--- a/docs/Benchmark.md
+++ b/docs/Benchmark.md
@@ -1,121 +1,557 @@
 # Benchmark
 
-***Benchmark are set to quicly evolve. I have currently multiple ideas to improve performance.***
+***Benchmark are set to evolve. I have currently multiple ideas to improve performance.***
+
+ZipponDB is fairly fast and can easely query millions of entities. 
+Current limitation is around 5GB I would say, depending of the use and kind of data saved.
+After that query can start to become slow as multiple optimization are still missing.
+
+Most of query's time is writing entities into a JSON string. Parsing the file itself take little time.
+For example in the benchmark report bellow, I parse 100 000 users in around 40ms if there is no entities to send and 130ms if all 100 000 entities are to send.
+
+I choosed to release ZipponDB binary with the small release. Zig has a fast and safe release, but the fast release isn't that much faster, if not at all.
 
 ## Command
 
-You can run `zig build benchmark` if you clone the repo to benchmark your machine. [More info.](/ZipponDB/build)
+You can run `zig build benchmark`, if you clone the repo to benchmark your machine. [More info.](/ZipponDB/build)
 
-Here an example on my machine:
+Here an example on my machine with 16 core:
 
 ```
 =====================================
 
-Populating with 500000 users.
-Populate duration: 8.605314 seconds
+Populating with 5000 users.
+Populate duration: 0.035698 seconds
 
-Database path: benchmark
-Total size: 50.99Mb
-LOG: 0.00Mb
+Database path: benchmarkDB
+Total size: 0.36Mb
+CPU core: 16
+Max file size: 5.00Mb
+LOG: 0.02Mb
 BACKUP: 0.00Mb
-DATA: 50.93Mb
-  User: 50.92683124542236Mb 500000 entities
+DATA: 0.33Mb
+  Item: 0.00Mb | 19 entities | 1 files
+  User: 0.33Mb | 5000 entities | 1 files
+  Order: 0.00Mb | 0 entities | 1 files
+  Category: 0.00Mb | 4 entities | 1 files
 
 --------------------------------------
 
-Query:          GRAB User {}
-Duration:       457.758686 ms
+Query:  GRAB User {}
+Time:    16.90 ± 25.22 ms | Min     8.25ms | Max    92.55ms
 
-Query:          GRAB User [1] {}
-Duration:       1.285849 ms
+Query:  GRAB User {name='asd'}
+Time:     2.62 ± 0.10  ms | Min     2.52ms | Max     2.85ms
 
-Query:          GRAB User [name] {}
-Duration:       138.041888 ms
+Query:  GRAB User [1] {}
+Time:     0.16 ± 0.01  ms | Min     0.15ms | Max     0.18ms
 
-Query:          GRAB User {name = 'Charlie'}
-Duration:       63.094060 ms
+Query:  GRAB User [name] {}
+Time:     7.88 ± 11.69 ms | Min     3.91ms | Max    42.94ms
 
-Query:          GRAB User {age > 30}
-Duration:       335.654647 ms
+Query:  GRAB User {name = 'Charlie'}
+Time:     3.87 ± 0.16  ms | Min     3.70ms | Max     4.17ms
 
-Query:          GRAB User {bday > 2000/01/01}
-Duration:       52.896498 ms
+Query:  GRAB Category {}
+Time:     0.20 ± 0.07  ms | Min     0.17ms | Max     0.41ms
 
-Query:          GRAB User {age > 30 AND name = 'Charlie' AND bday > 2000/01/01}
-Duration:       56.295173 ms
+Query:  GRAB Item {}
+Time:     0.21 ± 0.02  ms | Min     0.19ms | Max     0.25ms
 
-Query:          GRAB User {best_friend IN {name = 'Charlie'}}
-Duration:       69.165272 ms
+Query:  GRAB Order {}
+Time:     0.14 ± 0.01  ms | Min     0.13ms | Max     0.18ms
 
-Query:          DELETE User {}
-Duration:       93.530622 ms
+Query:  GRAB Order [from, items, quantity, at] {}
+Time:     4.18 ± 12.01 ms | Min     0.15ms | Max    40.21ms
 
+Query:  DELETE User {}
+Time:     0.64 ± 1.13  ms | Min     0.23ms | Max     4.04ms
+
+Read:   1907698 Entity/second   *Include small condition
+Write:  350200 Entity/second
+
+=====================================
+
+Populating with 100000 users.
+Populate duration: 0.707605 seconds
+
+Database path: benchmarkDB
+Total size: 6.62Mb
+CPU core: 16
+Max file size: 5.00Mb
+LOG: 0.02Mb
+BACKUP: 0.00Mb
+DATA: 6.59Mb
+  Item: 0.00Mb | 19 entities | 1 files
+  User: 6.59Mb | 100000 entities | 2 files
+  Order: 0.00Mb | 0 entities | 1 files
+  Category: 0.00Mb | 4 entities | 1 files
+
+--------------------------------------
+
+Query:  GRAB User {}
+Time:   126.99 ± 3.05  ms | Min   123.37ms | Max   133.56ms
+
+Query:  GRAB User {name='asd'}
+Time:    38.12 ± 1.60  ms | Min    36.48ms | Max    41.88ms
+
+Query:  GRAB User [1] {}
+Time:     0.19 ± 0.02  ms | Min     0.16ms | Max     0.22ms
+
+Query:  GRAB User [name] {}
+Time:    59.33 ± 1.29  ms | Min    58.02ms | Max    61.47ms
+
+Query:  GRAB User {name = 'Charlie'}
+Time:    53.29 ± 1.00  ms | Min    51.50ms | Max    54.78ms
+
+Query:  GRAB Category {}
+Time:     0.19 ± 0.01  ms | Min     0.18ms | Max     0.22ms
+
+Query:  GRAB Item {}
+Time:     5.51 ± 13.43 ms | Min     0.22ms | Max    45.22ms
+
+Query:  GRAB Order {}
+Time:     0.16 ± 0.01  ms | Min     0.15ms | Max     0.18ms
+
+Query:  GRAB Order [from, items, quantity, at] {}
+Time:     0.17 ± 0.02  ms | Min     0.15ms | Max     0.21ms
+
+Query:  DELETE User {}
+Time:     5.96 ± 17.04 ms | Min     0.26ms | Max    57.07ms
+
+Read:   2623338 Entity/second   *Include small condition
+Write:  1125278 Entity/second
+
+=====================================
+
+Populating with 1000000 users.
+Populate duration: 7.029142 seconds
+
+Database path: benchmarkDB
+Total size: 65.96Mb
+CPU core: 16
+Max file size: 5.00Mb
+LOG: 0.02Mb
+BACKUP: 0.00Mb
+DATA: 65.93Mb
+  Item: 0.00Mb | 19 entities | 1 files
+  User: 65.93Mb | 1000000 entities | 14 files
+  Order: 0.00Mb | 0 entities | 1 files
+  Category: 0.00Mb | 4 entities | 1 files
+
+--------------------------------------
+
+Query:  GRAB User {}
+Time:   250.77 ± 6.74  ms | Min   247.08ms | Max   270.61ms
+
+Query:  GRAB User {name='asd'}
+Time:    67.90 ± 0.42  ms | Min    67.31ms | Max    68.78ms
+
+Query:  GRAB User [1] {}
+Time:     8.92 ± 24.86 ms | Min     0.55ms | Max    83.51ms
+
+Query:  GRAB User [name] {}
+Time:   110.08 ± 5.27  ms | Min   106.86ms | Max   125.21ms
+
+Query:  GRAB User {name = 'Charlie'}
+Time:    73.65 ± 2.79  ms | Min    69.24ms | Max    79.22ms
+
+Query:  GRAB Category {}
+Time:     0.19 ± 0.04  ms | Min     0.16ms | Max     0.33ms
+
+Query:  GRAB Item {}
+Time:     0.21 ± 0.02  ms | Min     0.19ms | Max     0.26ms
+
+Query:  GRAB Order {}
+Time:     0.15 ± 0.01  ms | Min     0.14ms | Max     0.17ms
+
+Query:  GRAB Order [from, items, quantity, at] {}
+Time:     0.17 ± 0.01  ms | Min     0.16ms | Max     0.18ms
+
+Query:  DELETE User {}
+Time:    11.74 ± 34.19 ms | Min     0.29ms | Max   114.30ms
+
+Read:   14727354 Entity/second  *Include small condition
+Write:  5468517 Entity/second
+
+=====================================
+
+Populating with 10000000 users.
+Populate duration: 72.675680 seconds
+
+Database path: benchmarkDB
+Total size: 659.33Mb
+CPU core: 16
+Max file size: 5.00Mb
+LOG: 0.02Mb
+BACKUP: 0.00Mb
+DATA: 659.30Mb
+  Item: 0.00Mb | 19 entities | 1 files
+  User: 659.30Mb | 10000000 entities | 132 files
+  Order: 0.00Mb | 0 entities | 1 files
+  Category: 0.00Mb | 4 entities | 1 files
+
+--------------------------------------
+
+Query:  GRAB User {}
+Time:   2535.29 ± 86.92 ms | Min  2448.39ms | Max  2712.78ms
+
+Query:  GRAB User {name='asd'}
+Time:   684.75 ± 39.96 ms | Min   649.09ms | Max   797.13ms
+
+Query:  GRAB User [1] {}
+Time:     6.65 ± 1.00  ms | Min     5.36ms | Max     8.75ms
+
+Query:  GRAB User [name] {}
+Time:   1106.21 ± 33.57 ms | Min  1056.57ms | Max  1172.61ms
+
+Query:  GRAB User {name = 'Charlie'}
+Time:   690.56 ± 20.41 ms | Min   661.51ms | Max   718.07ms
+
+Query:  GRAB Category {}
+Time:     0.21 ± 0.03  ms | Min     0.18ms | Max     0.31ms
+
+Query:  GRAB Item {}
+Time:     0.23 ± 0.04  ms | Min     0.19ms | Max     0.32ms
+
+Query:  GRAB Order {}
+Time:     0.15 ± 0.01  ms | Min     0.13ms | Max     0.17ms
+
+Query:  GRAB Order [from, items, quantity, at] {}
+Time:     0.17 ± 0.02  ms | Min     0.15ms | Max     0.21ms
+
+Query:  DELETE User {}
+Time:   109.55 ± 326.64ms | Min     0.47ms | Max  1089.46ms
+
+Read:   14603810 Entity/second  *Include small condition
+Write:  5403847 Entity/second
 =====================================
 ```
 
-## Cloud
+## Other core count
 
-I started to benchmark using fly.io
+Here some benchmark with different number of cpu core.
 
-Using a 1x shared cpu I get around 40ms to parse and write 5000 users, not bad.
+Note that don't show 5000 users because it use a single file so there is no multi threading as it is done one thread per file.
 
-## File Parsing
+### 1
 
-The majority of time taken by query come more from writting the response rather than parsing files.
+```
+=====================================
 
-In this example I create a random dataset of Users using this schema:
-```lua
-User (
-  name: str,
-  age: int,
-  email: str,
-  bday: date,
-  last_order: datetime,
-  a_time: time,
-  scores: []int,
-  friends: []str,
-)
+Populating with 100000 users.
+Populate duration: 0.697690 seconds
+
+Database path: benchmarkDB
+Total size: 6.62Mb
+CPU core: 1
+Max file size: 5.00Mb
+LOG: 0.02Mb
+BACKUP: 0.00Mb
+DATA: 6.59Mb
+  Item: 0.00Mb | 19 entities | 1 files
+  User: 6.59Mb | 100000 entities | 2 files
+  Order: 0.00Mb | 0 entities | 1 files
+  Category: 0.00Mb | 4 entities | 1 files
+
+--------------------------------------
+
+Query:  GRAB User {}
+Time:   169.31 ± 5.39  ms | Min   163.25ms | Max   181.23ms
+
+Query:  GRAB User {name='asd'}
+Time:    49.66 ± 1.14  ms | Min    48.23ms | Max    51.71ms
+
+Query:  GRAB User [1] {}
+Time:     0.20 ± 0.02  ms | Min     0.18ms | Max     0.25ms
+
+Query:  GRAB User [name] {}
+Time:    75.81 ± 1.01  ms | Min    74.15ms | Max    77.42ms
+
+Query:  GRAB User {name = 'Charlie'}
+Time:    73.54 ± 1.00  ms | Min    72.04ms | Max    75.61ms
+
+Query:  GRAB Category {}
+Time:     0.16 ± 0.01  ms | Min     0.15ms | Max     0.19ms
+
+Query:  GRAB Item {}
+Time:     6.37 ± 18.54 ms | Min     0.18ms | Max    62.01ms
+
+Query:  GRAB Order {}
+Time:     0.15 ± 0.01  ms | Min     0.13ms | Max     0.18ms
+
+Query:  GRAB Order [from, items, quantity, at] {}
+Time:     0.16 ± 0.02  ms | Min     0.14ms | Max     0.19ms
+
+Query:  DELETE User {}
+Time:     8.07 ± 23.43 ms | Min     0.22ms | Max    78.35ms
+
+Read:   2013655 Entity/second   *Include small condition
+Write:  835770 Entity/second
+
+=====================================
+
+Populating with 1000000 users.
+Populate duration: 7.031715 seconds
+
+Database path: benchmarkDB
+Total size: 65.96Mb
+CPU core: 1
+Max file size: 5.00Mb
+LOG: 0.02Mb
+BACKUP: 0.00Mb
+DATA: 65.93Mb
+  Item: 0.00Mb | 19 entities | 1 files
+  User: 65.93Mb | 1000000 entities | 14 files
+  Order: 0.00Mb | 0 entities | 1 files
+  Category: 0.00Mb | 4 entities | 1 files
+
+--------------------------------------
+
+Query:  GRAB User {}
+Time:   1720.31 ± 31.89 ms | Min  1674.61ms | Max  1787.15ms
+
+Query:  GRAB User {name='asd'}
+Time:   511.09 ± 5.51  ms | Min   501.73ms | Max   521.17ms
+
+Query:  GRAB User [1] {}
+Time:     4.34 ± 10.89 ms | Min     0.66ms | Max    37.02ms
+
+Query:  GRAB User [name] {}
+Time:   788.89 ± 6.62  ms | Min   779.85ms | Max   802.79ms
+
+Query:  GRAB User {name = 'Charlie'}
+Time:   763.96 ± 5.05  ms | Min   752.04ms | Max   771.09ms
+
+Query:  GRAB Category {}
+Time:     0.19 ± 0.04  ms | Min     0.15ms | Max     0.28ms
+
+Query:  GRAB Item {}
+Time:     0.21 ± 0.02  ms | Min     0.19ms | Max     0.24ms
+
+Query:  GRAB Order {}
+Time:     0.13 ± 0.01  ms | Min     0.12ms | Max     0.14ms
+
+Query:  GRAB Order [from, items, quantity, at] {}
+Time:     0.16 ± 0.01  ms | Min     0.15ms | Max     0.19ms
+
+Query:  DELETE User {}
+Time:    78.98 ± 236.07ms | Min     0.24ms | Max   787.18ms
+
+Read:   1956584 Entity/second   *Include small condition
+Write:  826982 Entity/second
+
+=====================================
+
+Populating with 10000000 users.
+Populate duration: 74.074046 seconds
+
+Database path: benchmarkDB
+Total size: 659.33Mb
+CPU core: 1
+Max file size: 5.00Mb
+LOG: 0.02Mb
+BACKUP: 0.00Mb
+DATA: 659.30Mb
+  Item: 0.00Mb | 19 entities | 1 files
+  User: 659.30Mb | 10000000 entities | 132 files
+  Order: 0.00Mb | 0 entities | 1 files
+  Category: 0.00Mb | 4 entities | 1 files
+
+--------------------------------------
+
+Query:  GRAB User {}
+Time:   18117.45 ± 106.80ms | Min 17946.04ms | Max 18349.54ms
+
+Query:  GRAB User {name='asd'}
+Time:   5141.26 ± 67.78 ms | Min  5059.89ms | Max  5275.02ms
+
+Query:  GRAB User [1] {}
+Time:     5.71 ± 0.22  ms | Min     5.34ms | Max     6.27ms
+
+Query:  GRAB User [name] {}
+Time:   7863.72 ± 26.90 ms | Min  7823.04ms | Max  7911.72ms
+
+Query:  GRAB User {name = 'Charlie'}
+Time:   7724.32 ± 38.54 ms | Min  7671.13ms | Max  7812.13ms
+
+Query:  GRAB Category {}
+Time:     0.21 ± 0.07  ms | Min     0.15ms | Max     0.38ms
+
+Query:  GRAB Item {}
+Time:     0.22 ± 0.07  ms | Min     0.18ms | Max     0.42ms
+
+Query:  GRAB Order {}
+Time:     0.14 ± 0.01  ms | Min     0.13ms | Max     0.17ms
+
+Query:  GRAB Order [from, items, quantity, at] {}
+Time:     0.17 ± 0.03  ms | Min     0.14ms | Max     0.25ms
+
+Query:  DELETE User {}
+Time:   796.37 ± 2387.51ms | Min     0.41ms | Max  7958.91ms
+
+Read:   1945047 Entity/second   *Include small condition
+Write:  770643 Entity/second
+=====================================
 ```
 
-Here a user example:
-```lua
-run "ADD User (name = 'Diana Lopez',age = 2,email = 'allisonwilliams@example.org',scores=[37 85 90 71 88 85 68],friends = [],bday=1973/11/13,last_order=1979/07/18-15:05:26.590261,a_time=03:04:06.862213)
+### 4
+
 ```
+=====================================
 
-Let's do a query that parse all file but dont return anything, so we have the time to read and evaluate file but not writting and sending output.
-```lua
-run "GRAB User {name = 'asdfqwer'}"
+Populating with 100000 users.
+Populate duration: 0.700273 seconds
+
+Database path: benchmarkDB
+Total size: 6.62Mb
+CPU core: 4
+Max file size: 5.00Mb
+LOG: 0.02Mb
+BACKUP: 0.00Mb
+DATA: 6.59Mb
+  Item: 0.00Mb | 19 entities | 1 files
+  User: 6.59Mb | 100000 entities | 2 files
+  Order: 0.00Mb | 0 entities | 1 files
+  Category: 0.00Mb | 4 entities | 1 files
+
+--------------------------------------
+
+Query:  GRAB User {}
+Time:   131.92 ± 1.79  ms | Min   129.06ms | Max   135.24ms
+
+Query:  GRAB User {name='asd'}
+Time:    38.23 ± 1.12  ms | Min    36.52ms | Max    40.35ms
+
+Query:  GRAB User [1] {}
+Time:     0.17 ± 0.02  ms | Min     0.15ms | Max     0.22ms
+
+Query:  GRAB User [name] {}
+Time:    60.60 ± 1.52  ms | Min    58.62ms | Max    64.49ms
+
+Query:  GRAB User {name = 'Charlie'}
+Time:    53.90 ± 1.46  ms | Min    52.44ms | Max    56.96ms
+
+Query:  GRAB Category {}
+Time:     0.17 ± 0.02  ms | Min     0.15ms | Max     0.21ms
+
+Query:  GRAB Item {}
+Time:     3.70 ± 10.47 ms | Min     0.19ms | Max    35.10ms
+
+Query:  GRAB Order {}
+Time:     0.13 ± 0.00  ms | Min     0.13ms | Max     0.14ms
+
+Query:  GRAB Order [from, items, quantity, at] {}
+Time:     0.18 ± 0.07  ms | Min     0.15ms | Max     0.39ms
+
+Query:  DELETE User {}
+Time:     6.00 ± 17.36 ms | Min     0.21ms | Max    58.08ms
+
+Read:   2615841 Entity/second   *Include small condition
+Write:  1067359 Entity/second
+
+=====================================
+
+Populating with 1000000 users.
+Populate duration: 6.912029 seconds
+
+Database path: benchmarkDB
+Total size: 65.96Mb
+CPU core: 4
+Max file size: 5.00Mb
+LOG: 0.02Mb
+BACKUP: 0.00Mb
+DATA: 65.93Mb
+  Item: 0.00Mb | 19 entities | 1 files
+  User: 65.93Mb | 1000000 entities | 14 files
+  Order: 0.00Mb | 0 entities | 1 files
+  Category: 0.00Mb | 4 entities | 1 files
+
+--------------------------------------
+
+Query:  GRAB User {}
+Time:   580.46 ± 7.08  ms | Min   566.39ms | Max   591.97ms
+
+Query:  GRAB User {name='asd'}
+Time:   166.33 ± 3.12  ms | Min   161.76ms | Max   171.96ms
+
+Query:  GRAB User [1] {}
+Time:     2.88 ± 6.81  ms | Min     0.53ms | Max    23.32ms
+
+Query:  GRAB User [name] {}
+Time:   262.20 ± 5.78  ms | Min   255.59ms | Max   273.91ms
+
+Query:  GRAB User {name = 'Charlie'}
+Time:   190.25 ± 5.76  ms | Min   184.78ms | Max   204.83ms
+
+Query:  GRAB Category {}
+Time:     0.18 ± 0.04  ms | Min     0.16ms | Max     0.29ms
+
+Query:  GRAB Item {}
+Time:     0.22 ± 0.02  ms | Min     0.19ms | Max     0.28ms
+
+Query:  GRAB Order {}
+Time:     0.14 ± 0.01  ms | Min     0.13ms | Max     0.17ms
+
+Query:  GRAB Order [from, items, quantity, at] {}
+Time:     0.16 ± 0.01  ms | Min     0.15ms | Max     0.19ms
+
+Query:  DELETE User {}
+Time:    26.91 ± 79.86 ms | Min     0.26ms | Max   266.51ms
+
+Read:   6012012 Entity/second   *Include small condition
+Write:  2414729 Entity/second
+
+=====================================
+
+Populating with 10000000 users.
+Populate duration: 69.969231 seconds
+
+Database path: benchmarkDB
+Total size: 659.33Mb
+CPU core: 4
+Max file size: 5.00Mb
+LOG: 0.02Mb
+BACKUP: 0.00Mb
+DATA: 659.30Mb
+  Item: 0.00Mb | 19 entities | 1 files
+  User: 659.30Mb | 10000000 entities | 132 files
+  Order: 0.00Mb | 0 entities | 1 files
+  Category: 0.00Mb | 4 entities | 1 files
+
+--------------------------------------
+
+Query:  GRAB User {}
+Time:   5306.69 ± 34.07 ms | Min  5226.70ms | Max  5344.36ms
+
+Query:  GRAB User {name='asd'}
+Time:   1475.91 ± 24.85 ms | Min  1430.52ms | Max  1509.27ms
+
+Query:  GRAB User [1] {}
+Time:     4.73 ± 0.30  ms | Min     4.42ms | Max     5.32ms
+
+Query:  GRAB User [name] {}
+Time:   2374.83 ± 21.66 ms | Min  2343.64ms | Max  2410.61ms
+
+Query:  GRAB User {name = 'Charlie'}
+Time:   1556.61 ± 31.91 ms | Min  1512.58ms | Max  1622.71ms
+
+Query:  GRAB Category {}
+Time:     0.21 ± 0.06  ms | Min     0.16ms | Max     0.37ms
+
+Query:  GRAB Item {}
+Time:     0.20 ± 0.01  ms | Min     0.19ms | Max     0.24ms
+
+Query:  GRAB Order {}
+Time:     0.14 ± 0.01  ms | Min     0.13ms | Max     0.17ms
+
+Query:  GRAB Order [from, items, quantity, at] {}
+Time:     0.19 ± 0.05  ms | Min     0.14ms | Max     0.34ms
+
+Query:  DELETE User {}
+Time:   246.23 ± 737.02ms | Min     0.43ms | Max  2457.29ms
+
+Read:   6775468 Entity/second   *Include small condition
+Write:  2610439 Entity/second
+=====================================
 ```
-
-## 50 000 000 Users
-This take 6.24GB space on disk.
-
-| Thread | Time (s) | Usage (%) |
-| --- | --- | --- |
-| 1 | 40 | 10 |
-| 2 | 21 | 18 |
-| 3 | 15 | 25 |
-| 4 | 12 | 30 |
-| 6 | 8.3 | 45 |
-| 8 | 6.6 | 55 |
-| 12 | 5.1 | 85 |
-| 16 | 4.3 | 100 |
-
-![Chart](images/time_usage_per_thread_50_000_000.png)
-
-## 1 000 000
-This take 127MB space on disk, sperated into 24 files of 5.2MB
-
-| Thread | Time (ms) | 
-| --- | --- | 
-| 1 | 790 | 
-| 2 | 446 | 
-| 3 | 326 | 
-| 4 | 255 | 
-| 6 | 195 | 
-| 8 | 155 | 
-| 12 | 136 | 
-| 16 | 116 | 
-
-![Chart](images/time_usage_per_thread_1_000_000.png)
-
diff --git a/docs/index.md b/docs/index.md
index f917e52..70dba41 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -26,16 +26,13 @@ medium applications that want a quick and simple database.
 ## Key Features
 
 * **Small Binary:** ~300kb.
-* **Fast:** Parse millions of entities in milliseconds.
+* **Fast:** Parse millions of entities in milliseconds.*
 * **Relationship:** Build with focus on easy relationship.
-* **Query Language:** Use it's own simple query language.
+* **Query Language:** Use it's own stupid query language.
 * **No dependencies:** Depend on nothing, every line of code running is in the codebase and written for ZipponDB.
 * **Open-source:** Open-source under MIT licence.
-* **Portable:** Easily compiled and deployed across various platforms.*
-* **Low memory and safe:** Low memory footprint. (~8Mb / 100k entities)**.
 
-<small>* Plan for more platforms like arm, 32 bit system.</small>
-<small>** Plan for optimizations.</small>
+<small>* Check <a href="/Benchmark">benchmark</a>.</small>
 
 ### Planned