diff --git a/Cargo.lock b/Cargo.lock
index bb9208d6ad..9892b31d21 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2,10 +2,10 @@
 # It is not intended for manual editing.
 [[package]]
 name = "aho-corasick"
-version = "0.7.8"
+version = "0.7.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "memchr 2.3.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "memchr 2.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -43,7 +43,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "doc-comment 0.3.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "escargot 0.5.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "predicates 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "predicates 1.0.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "predicates-core 1.0.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "predicates-tree 1.0.0 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
@@ -62,9 +62,9 @@ name = "async-stream-impl"
 version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -72,9 +72,9 @@ name = "async-trait"
 version = "0.1.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -82,16 +82,11 @@ name = "atty"
 version = "0.2.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "hermit-abi 0.1.6 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "hermit-abi 0.1.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "winapi 0.3.8 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
-[[package]]
-name = "autocfg"
-version = "0.1.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-
 [[package]]
 name = "autocfg"
 version = "1.0.0"
@@ -104,7 +99,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "backtrace-sys 0.1.32 (registry+https://github.com/rust-lang/crates.io-index)",
  "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "rustc-demangle 0.1.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
@@ -114,7 +109,7 @@ version = "0.1.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "cc 1.0.50 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -130,28 +125,6 @@ name = "base64"
 version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
-[[package]]
-name = "bindgen"
-version = "0.49.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-dependencies = [
- "bitflags 1.2.1 (registry+https://github.com/rust-lang/crates.io-index)",
- "cexpr 0.3.6 (registry+https://github.com/rust-lang/crates.io-index)",
- "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
- "clang-sys 0.28.1 (registry+https://github.com/rust-lang/crates.io-index)",
- "clap 2.33.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "env_logger 0.6.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "fxhash 0.2.1 (registry+https://github.com/rust-lang/crates.io-index)",
- "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "log 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
- "peeking_take_while 0.1.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "proc-macro2 0.4.30 (registry+https://github.com/rust-lang/crates.io-index)",
- "quote 0.6.13 (registry+https://github.com/rust-lang/crates.io-index)",
- "regex 1.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
- "shlex 0.1.1 (registry+https://github.com/rust-lang/crates.io-index)",
- "which 2.0.1 (registry+https://github.com/rust-lang/crates.io-index)",
-]
-
 [[package]]
 name = "bindgen"
 version = "0.52.0"
@@ -167,7 +140,30 @@ dependencies = [
  "lazycell 1.2.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "log 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
  "peeking_take_while 0.1.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
+ "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "regex 1.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
+ "rustc-hash 1.1.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "shlex 0.1.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "which 3.1.0 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "bindgen"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "bitflags 1.2.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "cexpr 0.3.6 (registry+https://github.com/rust-lang/crates.io-index)",
+ "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
+ "clang-sys 0.28.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "clap 2.33.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "env_logger 0.7.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "lazycell 1.2.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "log 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "peeking_take_while 0.1.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
  "regex 1.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "rustc-hash 1.1.0 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -196,7 +192,7 @@ version = "0.2.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "memchr 2.3.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "memchr 2.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "regex-automata 0.1.8 (registry+https://github.com/rust-lang/crates.io-index)",
  "serde 1.0.104 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
@@ -224,6 +220,14 @@ dependencies = [
  "ppv-lite86 0.2.6 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "cast"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "rustc_version 0.2.3 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "cc"
 version = "1.0.50"
@@ -251,7 +255,7 @@ version = "0.28.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "glob 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "libloading 0.5.2 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
@@ -280,7 +284,7 @@ version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "core-foundation-sys 0.6.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -288,6 +292,39 @@ name = "core-foundation-sys"
 version = "0.6.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "criterion"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "atty 0.2.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "cast 0.2.3 (registry+https://github.com/rust-lang/crates.io-index)",
+ "clap 2.33.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "criterion-plot 0.4.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "csv 1.1.3 (registry+https://github.com/rust-lang/crates.io-index)",
+ "itertools 0.8.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "num-traits 0.2.11 (registry+https://github.com/rust-lang/crates.io-index)",
+ "oorandom 11.1.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "plotters 0.2.12 (registry+https://github.com/rust-lang/crates.io-index)",
+ "rayon 1.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "regex 1.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
+ "serde 1.0.104 (registry+https://github.com/rust-lang/crates.io-index)",
+ "serde_derive 1.0.104 (registry+https://github.com/rust-lang/crates.io-index)",
+ "serde_json 1.0.48 (registry+https://github.com/rust-lang/crates.io-index)",
+ "tinytemplate 1.0.3 (registry+https://github.com/rust-lang/crates.io-index)",
+ "walkdir 2.3.1 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "criterion-plot"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "cast 0.2.3 (registry+https://github.com/rust-lang/crates.io-index)",
+ "itertools 0.8.2 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "croaring"
 version = "0.4.4"
@@ -295,7 +332,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "byteorder 1.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "croaring-sys 0.4.4 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -305,15 +342,48 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "bindgen 0.52.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "cc 1.0.50 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "crossbeam-deque"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "crossbeam-epoch 0.8.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "crossbeam-utils 0.7.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "maybe-uninit 2.0.0 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "crossbeam-epoch"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "autocfg 1.0.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
+ "crossbeam-utils 0.7.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "maybe-uninit 2.0.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "memoffset 0.5.3 (registry+https://github.com/rust-lang/crates.io-index)",
+ "scopeguard 1.1.0 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "crossbeam-queue"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
+ "crossbeam-utils 0.7.2 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
 name = "crossbeam-utils"
-version = "0.7.0"
+version = "0.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "autocfg 0.1.7 (registry+https://github.com/rust-lang/crates.io-index)",
+ "autocfg 1.0.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
  "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
@@ -324,7 +394,7 @@ version = "1.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "bstr 0.2.11 (registry+https://github.com/rust-lang/crates.io-index)",
- "csv-core 0.1.9 (registry+https://github.com/rust-lang/crates.io-index)",
+ "csv-core 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
  "itoa 0.4.5 (registry+https://github.com/rust-lang/crates.io-index)",
  "ryu 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
  "serde 1.0.104 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -332,10 +402,10 @@ dependencies = [
 
 [[package]]
 name = "csv-core"
-version = "0.1.9"
+version = "0.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "memchr 2.3.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "memchr 2.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -345,6 +415,7 @@ dependencies = [
  "assert_cmd 0.12.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "byteorder 1.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "bytes 0.5.4 (registry+https://github.com/rust-lang/crates.io-index)",
+ "criterion 0.3.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "croaring 0.4.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "csv 1.1.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "dirs 2.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -354,13 +425,13 @@ dependencies = [
  "futures 0.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "http 0.2.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "hyper 0.13.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "integer-encoding 1.0.7 (registry+https://github.com/rust-lang/crates.io-index)",
+ "integer-encoding 1.1.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "log 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
  "num_cpus 1.12.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "prost 0.6.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "prost-types 0.6.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "rand 0.7.3 (registry+https://github.com/rust-lang/crates.io-index)",
- "reqwest 0.10.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "reqwest 0.10.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "rocksdb 0.13.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "serde 1.0.104 (registry+https://github.com/rust-lang/crates.io-index)",
  "serde_json 1.0.48 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -390,7 +461,7 @@ version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "redox_users 0.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "winapi 0.3.8 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
@@ -423,18 +494,6 @@ dependencies = [
  "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
-[[package]]
-name = "env_logger"
-version = "0.6.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-dependencies = [
- "atty 0.2.14 (registry+https://github.com/rust-lang/crates.io-index)",
- "humantime 1.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "log 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
- "regex 1.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
- "termcolor 1.1.0 (registry+https://github.com/rust-lang/crates.io-index)",
-]
-
 [[package]]
 name = "env_logger"
 version = "0.7.1"
@@ -472,9 +531,9 @@ name = "failure_derive"
 version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
  "synstructure 0.12.3 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
@@ -564,9 +623,9 @@ version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "proc-macro-hack 0.5.11 (registry+https://github.com/rust-lang/crates.io-index)",
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -590,28 +649,20 @@ dependencies = [
  "futures-macro 0.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "futures-sink 0.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "futures-task 0.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
- "memchr 2.3.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "memchr 2.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "pin-utils 0.1.0-alpha.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "proc-macro-hack 0.5.11 (registry+https://github.com/rust-lang/crates.io-index)",
  "proc-macro-nested 0.1.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "slab 0.4.2 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
-[[package]]
-name = "fxhash"
-version = "0.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-dependencies = [
- "byteorder 1.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
-]
-
 [[package]]
 name = "getrandom"
 version = "0.1.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "wasi 0.9.0+wasi-snapshot-preview1 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
@@ -648,10 +699,10 @@ dependencies = [
 
 [[package]]
 name = "hermit-abi"
-version = "0.1.6"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -741,15 +792,18 @@ dependencies = [
 
 [[package]]
 name = "integer-encoding"
-version = "1.0.7"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "async-trait 0.1.24 (registry+https://github.com/rust-lang/crates.io-index)",
+]
 
 [[package]]
 name = "iovec"
 version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -770,7 +824,7 @@ name = "jobserver"
 version = "0.1.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -802,7 +856,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 
 [[package]]
 name = "libc"
-version = "0.2.66"
+version = "0.2.67"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
 [[package]]
@@ -816,13 +870,13 @@ dependencies = [
 
 [[package]]
 name = "librocksdb-sys"
-version = "6.2.4"
+version = "6.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "bindgen 0.49.4 (registry+https://github.com/rust-lang/crates.io-index)",
+ "bindgen 0.53.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "cc 1.0.50 (registry+https://github.com/rust-lang/crates.io-index)",
  "glob 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -839,10 +893,23 @@ version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
 [[package]]
-name = "memchr"
-version = "2.3.2"
+name = "maybe-uninit"
+version = "2.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "memchr"
+version = "2.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
+[[package]]
+name = "memoffset"
+version = "0.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "rustc_version 0.2.3 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "mime"
 version = "0.3.16"
@@ -867,7 +934,7 @@ dependencies = [
  "fuchsia-zircon-sys 0.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "iovec 0.1.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "kernel32-sys 0.2.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "log 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
  "miow 0.2.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "net2 0.2.33 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -892,7 +959,7 @@ version = "0.6.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "iovec 0.1.4 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "mio 0.6.21 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
@@ -927,7 +994,7 @@ version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "log 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
  "openssl 0.10.28 (registry+https://github.com/rust-lang/crates.io-index)",
  "openssl-probe 0.1.2 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -944,7 +1011,7 @@ version = "0.2.33"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "winapi 0.3.8 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
@@ -953,19 +1020,32 @@ name = "nom"
 version = "4.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "memchr 2.3.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "memchr 2.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "version_check 0.1.5 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "num-traits"
+version = "0.2.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "autocfg 1.0.0 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "num_cpus"
 version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "hermit-abi 0.1.6 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "hermit-abi 0.1.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "oorandom"
+version = "11.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
 [[package]]
 name = "openssl"
 version = "0.10.28"
@@ -975,7 +1055,7 @@ dependencies = [
  "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
  "foreign-types 0.3.2 (registry+https://github.com/rust-lang/crates.io-index)",
  "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "openssl-sys 0.9.54 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
@@ -991,7 +1071,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "autocfg 1.0.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "cc 1.0.50 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "pkg-config 0.3.17 (registry+https://github.com/rust-lang/crates.io-index)",
  "vcpkg 0.2.8 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
@@ -1033,9 +1113,9 @@ name = "pin-project-internal"
 version = "0.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1053,6 +1133,17 @@ name = "pkg-config"
 version = "0.3.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "plotters"
+version = "0.2.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "js-sys 0.3.35 (registry+https://github.com/rust-lang/crates.io-index)",
+ "num-traits 0.2.11 (registry+https://github.com/rust-lang/crates.io-index)",
+ "wasm-bindgen 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
+ "web-sys 0.3.35 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "ppv-lite86"
 version = "0.2.6"
@@ -1060,7 +1151,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 
 [[package]]
 name = "predicates"
-version = "1.0.2"
+version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "difference 2.0.0 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -1086,9 +1177,9 @@ name = "proc-macro-hack"
 version = "0.5.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1098,15 +1189,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 
 [[package]]
 name = "proc-macro2"
-version = "0.4.30"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-dependencies = [
- "unicode-xid 0.1.0 (registry+https://github.com/rust-lang/crates.io-index)",
-]
-
-[[package]]
-name = "proc-macro2"
-version = "1.0.8"
+version = "1.0.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "unicode-xid 0.2.0 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -1145,9 +1228,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "anyhow 1.0.26 (registry+https://github.com/rust-lang/crates.io-index)",
  "itertools 0.8.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1164,20 +1247,12 @@ name = "quick-error"
 version = "1.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
-[[package]]
-name = "quote"
-version = "0.6.13"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-dependencies = [
- "proc-macro2 0.4.30 (registry+https://github.com/rust-lang/crates.io-index)",
-]
-
 [[package]]
 name = "quote"
 version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1186,7 +1261,7 @@ version = "0.7.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "getrandom 0.1.14 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "rand_chacha 0.2.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "rand_core 0.5.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "rand_hc 0.2.0 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -1226,6 +1301,28 @@ dependencies = [
  "rand_core 0.5.1 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "rayon"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "crossbeam-deque 0.7.3 (registry+https://github.com/rust-lang/crates.io-index)",
+ "either 1.5.3 (registry+https://github.com/rust-lang/crates.io-index)",
+ "rayon-core 1.7.0 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "rayon-core"
+version = "1.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "crossbeam-deque 0.7.3 (registry+https://github.com/rust-lang/crates.io-index)",
+ "crossbeam-queue 0.2.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "crossbeam-utils 0.7.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "num_cpus 1.12.0 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "redox_syscall"
 version = "0.1.56"
@@ -1246,8 +1343,8 @@ name = "regex"
 version = "1.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "aho-corasick 0.7.8 (registry+https://github.com/rust-lang/crates.io-index)",
- "memchr 2.3.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "aho-corasick 0.7.9 (registry+https://github.com/rust-lang/crates.io-index)",
+ "memchr 2.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "regex-syntax 0.6.14 (registry+https://github.com/rust-lang/crates.io-index)",
  "thread_local 1.0.1 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
@@ -1275,7 +1372,7 @@ dependencies = [
 
 [[package]]
 name = "reqwest"
-version = "0.10.1"
+version = "0.10.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "base64 0.11.0 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -1312,8 +1409,8 @@ name = "rocksdb"
 version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
- "librocksdb-sys 6.2.4 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
+ "librocksdb-sys 6.6.4 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1324,7 +1421,7 @@ dependencies = [
  "base64 0.11.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "blake2b_simd 0.5.10 (registry+https://github.com/rust-lang/crates.io-index)",
  "constant_time_eq 0.1.5 (registry+https://github.com/rust-lang/crates.io-index)",
- "crossbeam-utils 0.7.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "crossbeam-utils 0.7.2 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1337,11 +1434,27 @@ name = "rustc-hash"
 version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "rustc_version"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "semver 0.9.0 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "ryu"
 version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "same-file"
+version = "1.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "winapi-util 0.1.3 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "schannel"
 version = "0.1.17"
@@ -1351,6 +1464,11 @@ dependencies = [
  "winapi 0.3.8 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "scopeguard"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
 [[package]]
 name = "security-framework"
 version = "0.3.4"
@@ -1358,7 +1476,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "core-foundation 0.6.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "core-foundation-sys 0.6.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "security-framework-sys 0.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
@@ -1370,6 +1488,19 @@ dependencies = [
  "core-foundation-sys 0.6.2 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "semver"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "semver-parser 0.7.0 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "semver-parser"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
 [[package]]
 name = "serde"
 version = "1.0.104"
@@ -1383,9 +1514,9 @@ name = "serde_derive"
 version = "1.0.104"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1420,7 +1551,7 @@ version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "arc-swap 0.4.4 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1439,7 +1570,7 @@ version = "0.3.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "redox_syscall 0.1.56 (registry+https://github.com/rust-lang/crates.io-index)",
  "winapi 0.3.8 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
@@ -1456,10 +1587,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 
 [[package]]
 name = "syn"
-version = "1.0.14"
+version = "1.0.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
  "unicode-xid 0.2.0 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
@@ -1469,9 +1600,9 @@ name = "synstructure"
 version = "0.12.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
  "unicode-xid 0.2.0 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
@@ -1481,7 +1612,7 @@ version = "3.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "rand 0.7.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "redox_syscall 0.1.56 (registry+https://github.com/rust-lang/crates.io-index)",
  "remove_dir_all 0.5.2 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -1517,11 +1648,20 @@ name = "time"
 version = "0.1.42"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
  "redox_syscall 0.1.56 (registry+https://github.com/rust-lang/crates.io-index)",
  "winapi 0.3.8 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "tinytemplate"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "serde 1.0.104 (registry+https://github.com/rust-lang/crates.io-index)",
+ "serde_json 1.0.48 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "tokio"
 version = "0.2.11"
@@ -1532,8 +1672,8 @@ dependencies = [
  "futures-core 0.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "iovec 0.1.4 (registry+https://github.com/rust-lang/crates.io-index)",
  "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
- "memchr 2.3.2 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
+ "memchr 2.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "mio 0.6.21 (registry+https://github.com/rust-lang/crates.io-index)",
  "mio-named-pipes 0.1.6 (registry+https://github.com/rust-lang/crates.io-index)",
  "mio-uds 0.6.7 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -1550,9 +1690,9 @@ name = "tokio-macros"
 version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1602,8 +1742,8 @@ dependencies = [
  "tower-load 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "tower-make 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "tower-service 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "tracing 0.1.12 (registry+https://github.com/rust-lang/crates.io-index)",
- "tracing-futures 0.2.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "tracing 0.1.13 (registry+https://github.com/rust-lang/crates.io-index)",
+ "tracing-futures 0.2.3 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1611,10 +1751,10 @@ name = "tonic-build"
 version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "prost-build 0.6.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1650,9 +1790,9 @@ dependencies = [
  "tower-layer 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "tower-load 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "tower-make 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "tower-ready-cache 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "tower-ready-cache 0.3.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "tower-service 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "tracing 0.1.12 (registry+https://github.com/rust-lang/crates.io-index)",
+ "tracing 0.1.13 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1665,7 +1805,7 @@ dependencies = [
  "tokio 0.2.11 (registry+https://github.com/rust-lang/crates.io-index)",
  "tower-layer 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "tower-service 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
- "tracing 0.1.12 (registry+https://github.com/rust-lang/crates.io-index)",
+ "tracing 0.1.13 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1730,7 +1870,7 @@ dependencies = [
 
 [[package]]
 name = "tower-ready-cache"
-version = "0.3.0"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "futures-core 0.3.4 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -1782,27 +1922,27 @@ dependencies = [
 
 [[package]]
 name = "tracing"
-version = "0.1.12"
+version = "0.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
  "log 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
- "tracing-attributes 0.1.6 (registry+https://github.com/rust-lang/crates.io-index)",
- "tracing-core 0.1.9 (registry+https://github.com/rust-lang/crates.io-index)",
+ "tracing-attributes 0.1.7 (registry+https://github.com/rust-lang/crates.io-index)",
+ "tracing-core 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
 name = "tracing-attributes"
-version = "0.1.6"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
 name = "tracing-core"
-version = "0.1.9"
+version = "0.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
@@ -1810,11 +1950,11 @@ dependencies = [
 
 [[package]]
 name = "tracing-futures"
-version = "0.2.1"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
  "pin-project 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
- "tracing 0.1.12 (registry+https://github.com/rust-lang/crates.io-index)",
+ "tracing 0.1.13 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -1861,11 +2001,6 @@ name = "unicode-width"
 version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
-[[package]]
-name = "unicode-xid"
-version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-
 [[package]]
 name = "unicode-xid"
 version = "0.2.0"
@@ -1901,6 +2036,16 @@ name = "version_check"
 version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "walkdir"
+version = "2.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "same-file 1.0.6 (registry+https://github.com/rust-lang/crates.io-index)",
+ "winapi 0.3.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "winapi-util 0.1.3 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "want"
 version = "0.3.0"
@@ -1934,9 +2079,9 @@ dependencies = [
  "bumpalo 3.2.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "lazy_static 1.4.0 (registry+https://github.com/rust-lang/crates.io-index)",
  "log 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
  "wasm-bindgen-shared 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
@@ -1965,9 +2110,9 @@ name = "wasm-bindgen-macro-support"
 version = "0.2.58"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
  "wasm-bindgen-backend 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
  "wasm-bindgen-shared 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
@@ -1985,9 +2130,9 @@ dependencies = [
  "anyhow 1.0.26 (registry+https://github.com/rust-lang/crates.io-index)",
  "heck 0.3.1 (registry+https://github.com/rust-lang/crates.io-index)",
  "log 0.4.8 (registry+https://github.com/rust-lang/crates.io-index)",
- "proc-macro2 1.0.8 (registry+https://github.com/rust-lang/crates.io-index)",
+ "proc-macro2 1.0.9 (registry+https://github.com/rust-lang/crates.io-index)",
  "quote 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)",
- "syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)",
  "wasm-bindgen-backend 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
  "weedle 0.10.0 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
@@ -2012,21 +2157,12 @@ dependencies = [
  "nom 4.2.3 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
-[[package]]
-name = "which"
-version = "2.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-dependencies = [
- "failure 0.1.6 (registry+https://github.com/rust-lang/crates.io-index)",
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
-]
-
 [[package]]
 name = "which"
 version = "3.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 dependencies = [
- "libc 0.2.66 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.67 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
 [[package]]
@@ -2084,7 +2220,7 @@ dependencies = [
 ]
 
 [metadata]
-"checksum aho-corasick 0.7.8 (registry+https://github.com/rust-lang/crates.io-index)" = "743ad5a418686aad3b87fd14c43badd828cf26e214a00f92a384291cf22e1811"
+"checksum aho-corasick 0.7.9 (registry+https://github.com/rust-lang/crates.io-index)" = "d5e63fd144e18ba274ae7095c0197a870a7b9468abc801dd62f190d80817d2ec"
 "checksum ansi_term 0.11.0 (registry+https://github.com/rust-lang/crates.io-index)" = "ee49baf6cb617b853aa8d93bf420db2383fab46d314482ca2803b40d5fde979b"
 "checksum anyhow 1.0.26 (registry+https://github.com/rust-lang/crates.io-index)" = "7825f6833612eb2414095684fcf6c635becf3ce97fe48cf6421321e93bfbd53c"
 "checksum arc-swap 0.4.4 (registry+https://github.com/rust-lang/crates.io-index)" = "d7b8a9123b8027467bce0099fe556c628a53c8d83df0507084c31e9ba2e39aff"
@@ -2095,14 +2231,13 @@ dependencies = [
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 "checksum async-trait 0.1.24 (registry+https://github.com/rust-lang/crates.io-index)" = "750b1c38a1dfadd108da0f01c08f4cdc7ff1bb39b325f9c82cc972361780a6e1"
 "checksum atty 0.2.14 (registry+https://github.com/rust-lang/crates.io-index)" = "d9b39be18770d11421cdb1b9947a45dd3f37e93092cbf377614828a319d5fee8"
-"checksum autocfg 0.1.7 (registry+https://github.com/rust-lang/crates.io-index)" = "1d49d90015b3c36167a20fe2810c5cd875ad504b39cff3d4eae7977e6b7c1cb2"
 "checksum autocfg 1.0.0 (registry+https://github.com/rust-lang/crates.io-index)" = "f8aac770f1885fd7e387acedd76065302551364496e46b3dd00860b2f8359b9d"
 "checksum backtrace 0.3.44 (registry+https://github.com/rust-lang/crates.io-index)" = "e4036b9bf40f3cf16aba72a3d65e8a520fc4bafcdc7079aea8f848c58c5b5536"
 "checksum backtrace-sys 0.1.32 (registry+https://github.com/rust-lang/crates.io-index)" = "5d6575f128516de27e3ce99689419835fce9643a9b215a14d2b5b685be018491"
 "checksum base64 0.10.1 (registry+https://github.com/rust-lang/crates.io-index)" = "0b25d992356d2eb0ed82172f5248873db5560c4721f564b13cb5193bda5e668e"
 "checksum base64 0.11.0 (registry+https://github.com/rust-lang/crates.io-index)" = "b41b7ea54a0c9d92199de89e20e58d49f02f8e699814ef3fdf266f6f748d15c7"
-"checksum bindgen 0.49.4 (registry+https://github.com/rust-lang/crates.io-index)" = "4c07087f3d5731bf3fb375a81841b99597e25dc11bd3bc72d16d43adf6624a6e"
 "checksum bindgen 0.52.0 (registry+https://github.com/rust-lang/crates.io-index)" = "f1c85344eb535a31b62f0af37be84441ba9e7f0f4111eb0530f43d15e513fe57"
+"checksum bindgen 0.53.1 (registry+https://github.com/rust-lang/crates.io-index)" = "99de13bb6361e01e493b3db7928085dcc474b7ba4f5481818e53a89d76b8393f"
 "checksum bitflags 1.2.1 (registry+https://github.com/rust-lang/crates.io-index)" = "cf1de2fe8c75bc145a2f577add951f8134889b4795d47466a54a5c846d691693"
 "checksum blake2b_simd 0.5.10 (registry+https://github.com/rust-lang/crates.io-index)" = "d8fb2d74254a3a0b5cac33ac9f8ed0e44aa50378d9dbb2e5d83bd21ed1dc2c8a"
 "checksum bstr 0.2.11 (registry+https://github.com/rust-lang/crates.io-index)" = "502ae1441a0a5adb8fbd38a5955a6416b9493e92b465de5e4a9bde6a539c2c48"
@@ -2110,6 +2245,7 @@ dependencies = [
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 "checksum bytes 0.5.4 (registry+https://github.com/rust-lang/crates.io-index)" = "130aac562c0dd69c56b3b1cc8ffd2e17be31d0b6c25b61c96b76231aa23e39e1"
 "checksum c2-chacha 0.2.3 (registry+https://github.com/rust-lang/crates.io-index)" = "214238caa1bf3a496ec3392968969cab8549f96ff30652c9e56885329315f6bb"
+"checksum cast 0.2.3 (registry+https://github.com/rust-lang/crates.io-index)" = "4b9434b9a5aa1450faa3f9cb14ea0e8c53bb5d2b3c1bfd1ab4fc03e9f33fbfb0"
 "checksum cc 1.0.50 (registry+https://github.com/rust-lang/crates.io-index)" = "95e28fa049fda1c330bcf9d723be7663a899c4679724b34c81e9f5a326aab8cd"
 "checksum cexpr 0.3.6 (registry+https://github.com/rust-lang/crates.io-index)" = "fce5b5fb86b0c57c20c834c1b412fd09c77c8a59b9473f86272709e78874cd1d"
 "checksum cfg-if 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)" = "4785bdd1c96b2a846b2bd7cc02e86b6b3dbf14e7e53446c4f54c92a361040822"
@@ -2118,11 +2254,16 @@ dependencies = [
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 "checksum serde_json 1.0.48 (registry+https://github.com/rust-lang/crates.io-index)" = "9371ade75d4c2d6cb154141b9752cf3781ec9c05e0e5cf35060e1e70ee7b9c25"
@@ -2250,13 +2399,14 @@ dependencies = [
 "checksum socket2 0.3.11 (registry+https://github.com/rust-lang/crates.io-index)" = "e8b74de517221a2cb01a53349cf54182acdc31a074727d3079068448c0676d85"
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 "checksum strsim 0.8.0 (registry+https://github.com/rust-lang/crates.io-index)" = "8ea5119cdb4c55b55d432abb513a0429384878c15dde60cc77b1c99de1a95a6a"
-"checksum syn 1.0.14 (registry+https://github.com/rust-lang/crates.io-index)" = "af6f3550d8dff9ef7dc34d384ac6f107e5d31c8f57d9f28e0081503f547ac8f5"
+"checksum syn 1.0.16 (registry+https://github.com/rust-lang/crates.io-index)" = "123bd9499cfb380418d509322d7a6d52e5315f064fe4b3ad18a53d6b92c07859"
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 "checksum thread_local 1.0.1 (registry+https://github.com/rust-lang/crates.io-index)" = "d40c6d1b69745a6ec6fb1ca717914848da4b44ae29d9b3080cbee91d72a69b14"
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+"checksum tinytemplate 1.0.3 (registry+https://github.com/rust-lang/crates.io-index)" = "57a3c6667d3e65eb1bc3aed6fd14011c6cbc3a0665218ab7f5daf040b9ec371a"
 "checksum tokio 0.2.11 (registry+https://github.com/rust-lang/crates.io-index)" = "8fdd17989496f49cdc57978c96f0c9fe5e4a58a8bddc6813c449a4624f6a030b"
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@@ -2272,15 +2422,15 @@ dependencies = [
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-"checksum tracing-futures 0.2.1 (registry+https://github.com/rust-lang/crates.io-index)" = "33848db47a7c848ab48b66aab3293cb9c61ea879a3586ecfcd17302fcea0baf1"
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+"checksum tracing-attributes 0.1.7 (registry+https://github.com/rust-lang/crates.io-index)" = "7fbad39da2f9af1cae3016339ad7f2c7a9e870f12e8fd04c4fd7ef35b30c0d2b"
+"checksum tracing-core 0.1.10 (registry+https://github.com/rust-lang/crates.io-index)" = "0aa83a9a47081cd522c09c81b31aec2c9273424976f922ad61c053b58350b715"
+"checksum tracing-futures 0.2.3 (registry+https://github.com/rust-lang/crates.io-index)" = "58b0b7fd92dc7b71f29623cc6836dd7200f32161a2313dd78be233a8405694f6"
 "checksum treeline 0.1.0 (registry+https://github.com/rust-lang/crates.io-index)" = "a7f741b240f1a48843f9b8e0444fb55fb2a4ff67293b50a9179dfd5ea67f8d41"
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 "checksum unicase 2.6.0 (registry+https://github.com/rust-lang/crates.io-index)" = "50f37be617794602aabbeee0be4f259dc1778fabe05e2d67ee8f79326d5cb4f6"
@@ -2288,13 +2438,13 @@ dependencies = [
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 "checksum version_check 0.9.1 (registry+https://github.com/rust-lang/crates.io-index)" = "078775d0255232fb988e6fccf26ddc9d1ac274299aaedcedce21c6f72cc533ce"
+"checksum walkdir 2.3.1 (registry+https://github.com/rust-lang/crates.io-index)" = "777182bc735b6424e1a57516d35ed72cb8019d85c8c9bf536dccb3445c1a2f7d"
 "checksum want 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)" = "1ce8a968cb1cd110d136ff8b819a556d6fb6d919363c61534f6860c7eb172ba0"
 "checksum wasi 0.9.0+wasi-snapshot-preview1 (registry+https://github.com/rust-lang/crates.io-index)" = "cccddf32554fecc6acb585f82a32a72e28b48f8c4c1883ddfeeeaa96f7d8e519"
 "checksum wasm-bindgen 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)" = "5205e9afdf42282b192e2310a5b463a6d1c1d774e30dc3c791ac37ab42d2616c"
@@ -2306,7 +2456,6 @@ dependencies = [
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-"checksum which 2.0.1 (registry+https://github.com/rust-lang/crates.io-index)" = "b57acb10231b9493c8472b20cb57317d0679a49e0bdbee44b3b803a6473af164"
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diff --git a/Cargo.toml b/Cargo.toml
index ca3f87850e..01eb1fb572 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -39,10 +39,17 @@ croaring = "0.4.2"
 http = "0.2.0"
 serde_urlencoded = "0.6.1"
 
-[build-dependencies]
-tonic-build = "0.1.1"
 
 [dev-dependencies]
+criterion = "0.3"
 reqwest = { version = "0.10.1", features = ["blocking"] }
 assert_cmd = "0.12.0"
 rand = "0.7.2"
+
+[[bench]]
+name = "encoders"
+harness = false
+
+[build-dependencies]
+tonic-build = "0.1.1"
+rand = "0.7.2"
diff --git a/benches/encoders.rs b/benches/encoders.rs
new file mode 100644
index 0000000000..1625102f40
--- /dev/null
+++ b/benches/encoders.rs
@@ -0,0 +1,352 @@
+use criterion::{criterion_group, criterion_main, BenchmarkId, Criterion, Throughput};
+use rand::{distributions::Uniform, Rng};
+
+use std::convert::TryFrom;
+use std::mem;
+
+mod fixtures;
+
+const LARGER_BATCH_SIZES: [usize; 12] = [
+    10, 25, 50, 100, 250, 500, 750, 1_000, 5_000, 10_000, 50_000, 100_000,
+];
+
+const SMALLER_BATCH_SIZES: [usize; 11] =
+    [10, 25, 50, 100, 250, 500, 750, 1_000, 5_000, 10_000, 45_000];
+
+type EncodeFn<T> = fn(src: &[T], dst: &mut Vec<u8>) -> Result<(), Box<dyn std::error::Error>>;
+type DecodeFn<T> = fn(src: &[u8], dst: &mut Vec<T>) -> Result<(), Box<dyn std::error::Error>>;
+
+fn benchmark_encode_sequential<T: From<i32>>(
+    c: &mut Criterion,
+    benchmark_group_name: &str,
+    batch_sizes: &[usize],
+    encode: EncodeFn<T>,
+) {
+    benchmark_encode(
+        c,
+        benchmark_group_name,
+        batch_sizes,
+        |batch_size| (1..batch_size).map(convert_from_usize).collect(),
+        encode,
+    );
+}
+
+fn benchmark_encode<T>(
+    c: &mut Criterion,
+    benchmark_group_name: &str,
+    batch_sizes: &[usize],
+    decoded_value_generation: fn(batch_size: usize) -> Vec<T>,
+    encode: EncodeFn<T>,
+) {
+    let mut group = c.benchmark_group(benchmark_group_name);
+    for &batch_size in batch_sizes {
+        group.throughput(Throughput::Bytes(
+            u64::try_from(batch_size * mem::size_of::<T>()).unwrap(),
+        ));
+        group.bench_with_input(
+            BenchmarkId::from_parameter(batch_size),
+            &batch_size,
+            |b, &batch_size| {
+                let decoded = decoded_value_generation(batch_size);
+                let mut encoded = vec![];
+                b.iter(|| {
+                    encode(&decoded, &mut encoded).unwrap();
+                });
+            },
+        );
+    }
+    group.finish();
+}
+
+fn benchmark_decode<T>(
+    c: &mut Criterion,
+    benchmark_group_name: &str,
+    batch_sizes: &[usize],
+    input_value_generation: fn(batch_size: usize) -> (usize, Vec<u8>),
+    decode: DecodeFn<T>,
+) {
+    let mut group = c.benchmark_group(benchmark_group_name);
+    for &batch_size in batch_sizes {
+        let (decoded_len, encoded) = input_value_generation(batch_size);
+        group.throughput(Throughput::Bytes(u64::try_from(encoded.len()).unwrap()));
+        group.bench_with_input(
+            BenchmarkId::from_parameter(batch_size),
+            &decoded_len,
+            |b, &decoded_len| {
+                let mut decoded_mut = Vec::with_capacity(decoded_len);
+                b.iter(|| {
+                    decoded_mut.truncate(0);
+                    decode(&encoded, &mut decoded_mut).unwrap();
+                });
+            },
+        );
+    }
+    group.finish();
+}
+
+fn convert_from_usize<T: From<i32>>(a: usize) -> T {
+    i32::try_from(a).unwrap().into()
+}
+
+// The current float encoder produces the following compression:
+//
+//  values  block size  compression
+//  10      33          26.4 bits/value
+//  25      52          16.64 bits/value
+//  50      78          12.48 bits/value
+//  100     129         10.32 bits/value
+//  250     290          9.28 bits/value
+//  500     584          9.34 bits/value
+//  750     878          9.36 bits/value
+//  1000    1221         9.76 bits/value
+//  5000    7013        11.22 bits/value
+//  10000   15145       12.11 bits/value
+//  50000   90090       14.41 bits/value
+//  100000  192481      15.39 bits/value
+//
+fn float_encode_sequential(c: &mut Criterion) {
+    benchmark_encode_sequential(
+        c,
+        "float_encode_sequential",
+        &LARGER_BATCH_SIZES,
+        delorean::encoders::float::encode,
+    );
+}
+
+// The current integer encoder produces the following compression. Note, since
+// a sequential range of values can be encoded using RLE the compression
+// statistics are not very interesting.
+//
+// values   block size  compression
+// 10	    11	        8.80 bits/value
+// 25	    11	        3.52 bits/value
+// 50	    11	        1.76 bits/value
+// 100	    11	        0.88 bits/value
+// 250	    12	        0.38 bits/value
+// 500	    12	        0.19 bits/value
+// 750	    12	        0.12 bits/value
+// 1000	    12	        0.09 bits/value
+// 5000	    12	        0.01 bits/value
+// 10000	12	        0.00 bits/value
+// 50000	13	        0.00 bits/value
+// 100000	13	        0.00 bits/value
+//
+fn integer_encode_sequential(c: &mut Criterion) {
+    benchmark_encode_sequential(
+        c,
+        "integer_encode_sequential",
+        &LARGER_BATCH_SIZES,
+        delorean::encoders::integer::encode,
+    );
+}
+
+fn timestamp_encode_sequential(c: &mut Criterion) {
+    benchmark_encode_sequential(
+        c,
+        "timestamp_encode_sequential",
+        &LARGER_BATCH_SIZES,
+        delorean::encoders::timestamp::encode,
+    );
+}
+
+// The current float encoder produces the following compression:
+//
+// values   block size  compression
+// 10	    32      	25.6 bits/value
+// 25	    76      	24.32 bits/value
+// 50	    86      	13.76 bits/value
+// 100	    167     	13.36 bits/value
+// 250	    388     	12.41 bits/value
+// 500	    1165        18.64 bits/value
+// 750	    1769        18.86 bits/value
+// 1000	    2366        18.92 bits/value
+// 5000	    11785       18.85 bits/value
+// 10000	23559       18.84 bits/value
+// 50000	117572      18.81 bits/value
+// 100000	235166      18.81 bits/value
+//
+fn float_encode_random(c: &mut Criterion) {
+    benchmark_encode(
+        c,
+        "float_encode_random",
+        &LARGER_BATCH_SIZES,
+        |batch_size| {
+            let range = Uniform::from(0.0..100.0);
+            rand::thread_rng()
+                .sample_iter(&range)
+                .take(batch_size)
+                .collect()
+        },
+        delorean::encoders::float::encode,
+    )
+}
+
+// The current integer encoder produces the following compression:
+//
+// values   block size  compression
+// 10	    25	        20.00 bits/value
+// 25	    33	        10.56 bits/value
+// 50	    65	        10.40 bits/value
+// 100	    121	         9.68 bits/value
+// 250	    281	         8.99 bits/value
+// 500	    561	         8.97 bits/value
+// 750	    833	         8.88 bits/value
+// 1000	    1105	     8.84 bits/value
+// 5000	    5425	     8.68 bits/value
+// 10000	10865	     8.69 bits/value
+// 50000	54361	     8.69 bits/value
+// 100000	108569	     8.68 bits/value
+//
+fn integer_encode_random(c: &mut Criterion) {
+    benchmark_encode(
+        c,
+        "integer_encode_random",
+        &LARGER_BATCH_SIZES,
+        |batch_size| {
+            (1..batch_size)
+                .map(|_| rand::thread_rng().gen_range(0, 100))
+                .collect()
+        },
+        delorean::encoders::integer::encode,
+    )
+}
+
+// The current float encoder produces the following compression:
+//
+//  values      block size      compression
+//  10	        91	            72.8 bits/value
+//  25      	208         	66.56 bits/value
+//  50      	411         	65.76 bits/value
+//  100     	809         	64.72 bits/value
+//  250     	2028            64.89 bits/value
+//  500     	4059            64.94 bits/value
+//  750     	6091            64.97 bits/value
+//  1000        8122            64.97 bits/value
+//  5000        40614           64.98 bits/value
+//  10000       81223           64.97 bits/value
+//  45000       365470          64.97 bits/value
+//
+fn float_encode_cpu(c: &mut Criterion) {
+    benchmark_encode(
+        c,
+        "float_encode_cpu",
+        &SMALLER_BATCH_SIZES,
+        |batch_size| fixtures::CPU_F64_EXAMPLE_VALUES[..batch_size].to_vec(),
+        delorean::encoders::float::encode,
+    )
+}
+
+fn float_decode_cpu(c: &mut Criterion) {
+    benchmark_decode(
+        c,
+        "float_decode_cpu",
+        &SMALLER_BATCH_SIZES,
+        |batch_size| {
+            let decoded: Vec<f64> = fixtures::CPU_F64_EXAMPLE_VALUES[..batch_size].to_vec();
+            let mut encoded = vec![];
+            delorean::encoders::float::encode(&decoded, &mut encoded).unwrap();
+            (decoded.len(), encoded)
+        },
+        delorean::encoders::float::decode,
+    )
+}
+
+fn float_decode_sequential(c: &mut Criterion) {
+    benchmark_decode(
+        c,
+        "float_decode_sequential",
+        &LARGER_BATCH_SIZES,
+        |batch_size| {
+            let decoded: Vec<f64> = (1..batch_size).map(convert_from_usize).collect();
+            let mut encoded = vec![];
+            delorean::encoders::float::encode(&decoded, &mut encoded).unwrap();
+            (decoded.len(), encoded)
+        },
+        delorean::encoders::float::decode,
+    )
+}
+
+fn integer_decode_sequential(c: &mut Criterion) {
+    benchmark_decode(
+        c,
+        "integer_decode_sequential",
+        &LARGER_BATCH_SIZES,
+        |batch_size| {
+            let decoded: Vec<i64> = (1..batch_size).map(convert_from_usize).collect();
+            let mut encoded = vec![];
+            delorean::encoders::integer::encode(&decoded, &mut encoded).unwrap();
+            (decoded.len(), encoded)
+        },
+        delorean::encoders::integer::decode,
+    )
+}
+
+fn timestamp_decode_sequential(c: &mut Criterion) {
+    benchmark_decode(
+        c,
+        "timestamp_decode_sequential",
+        &LARGER_BATCH_SIZES,
+        |batch_size| {
+            let decoded: Vec<i64> = (1..batch_size).map(convert_from_usize).collect();
+            let mut encoded = vec![];
+            delorean::encoders::timestamp::encode(&decoded, &mut encoded).unwrap();
+            (decoded.len(), encoded)
+        },
+        delorean::encoders::timestamp::decode,
+    )
+}
+
+fn float_decode_random(c: &mut Criterion) {
+    benchmark_decode(
+        c,
+        "float_decode_random",
+        &LARGER_BATCH_SIZES,
+        |batch_size| {
+            let range = Uniform::from(0.0..100.0);
+            let decoded: Vec<_> = rand::thread_rng()
+                .sample_iter(&range)
+                .take(batch_size)
+                .collect();
+
+            let mut encoded = vec![];
+            delorean::encoders::float::encode(&decoded, &mut encoded).unwrap();
+            (decoded.len(), encoded)
+        },
+        delorean::encoders::float::decode,
+    )
+}
+
+fn integer_decode_random(c: &mut Criterion) {
+    benchmark_decode(
+        c,
+        "integer_decode_random",
+        &LARGER_BATCH_SIZES,
+        |batch_size| {
+            let decoded: Vec<i64> = (1..batch_size)
+                .map(|_| rand::thread_rng().gen_range(0, 100))
+                .collect();
+            let mut encoded = vec![];
+            delorean::encoders::integer::encode(&decoded, &mut encoded).unwrap();
+            (decoded.len(), encoded)
+        },
+        delorean::encoders::integer::decode,
+    )
+}
+
+criterion_group!(
+    benches,
+    float_encode_sequential,
+    integer_encode_sequential,
+    timestamp_encode_sequential,
+    float_encode_random,
+    integer_encode_random,
+    float_encode_cpu,
+    float_decode_cpu,
+    float_decode_sequential,
+    integer_decode_sequential,
+    timestamp_decode_sequential,
+    float_decode_random,
+    integer_decode_random,
+);
+
+criterion_main!(benches);
diff --git a/benches/fixtures.rs b/benches/fixtures.rs
new file mode 100644
index 0000000000..df7bc23ef2
--- /dev/null
+++ b/benches/fixtures.rs
@@ -0,0 +1,45003 @@
+#[allow(clippy::mistyped_literal_suffixes)]
+pub const CPU_F64_EXAMPLE_VALUES: [f64; 45000] = [
+    11.286_653_185_035_389,
+    3.731_062_977_338_174_5,
+    1.610_285_856_946_698_2,
+    1.691_305_437_233_776,
+    1.895_734_597_156_398_1,
+    3.625_453_181_647_706,
+    10.073_740_782_402_199,
+    7.993_985_716_075_68,
+    4.598_130_841_121_495,
+    5.293_527_345_709_985,
+    6.247_661_803_217_359,
+    4.296_777_416_937_297,
+    1.337_332_833_395_825_4,
+    1.599_800_024_996_875_3,
+    3.013_939_470_048_976_3,
+    2.055_818_589_583_852_3,
+    3.186_305_135_574_16,
+    4.133_882_852_504_059,
+    3.303_303_303_303_303_5,
+    3.682_436_649_606_790_6,
+    2.937_867_233_404_175_3,
+    2.112_764_095_511_939,
+    1.589_685_817_999_749_7,
+    5.252_626_313_156_578,
+    2.908_137_793_310_035,
+    3.173_809_821_317_006_3,
+    3.312_085_989_251_343_7,
+    2.189_415_738_771_425,
+    2.965_094_457_650_444_3,
+    2.826_195_219_123_506,
+    2.618_391_380_606_364,
+    2.739_897_410_233_955,
+    2.886_056_971_514_243,
+    2.251_407_129_455_91,
+    3.584_363_681_778_443_7,
+    2.723_638_180_909_545_3,
+    3.513_817_681_630_611_5,
+    3.534_848_863_352_485_7,
+    1.592_077_222_013_288_2,
+    2.595_457_948_589_967_6,
+    2.491_860_756_323_566_4,
+    1.935_564_435_564_435_5,
+    2.240_580_798_598_072,
+    1.829_344_693_647_412_7,
+    1.193_881_358_040_044_7,
+    3.075_384_423_052_881_7,
+    3.239_929_947_460_595_4,
+    5.420_326_223_337_516,
+    6.535_540_893_813_021,
+    5.471_580_262_336_04,
+    2.55,
+    2.033_642_982_676_374_4,
+    2.638_489_433_537_577,
+    2.825_140_012_445_550_6,
+    2.350_587_646_911_727_7,
+    2.963_240_810_202_550_7,
+    2.724_318_920_269_932_5,
+    1.712_285_964_254_468,
+    1.650_618_982_118_294_4,
+    1.149_568_911_658_128_2,
+    1.414_090_852_208_734_8,
+    1.873_360_809_291_869_7,
+    2.136_965_758_560_36,
+    3.064_415_259_537_210_7,
+    3.649_087_728_067_983,
+    3.649_087_728_067_983,
+    2.479_959_919_839_679_6,
+    3.467_631_283_522_514_7,
+    2.999_250_187_453_136_5,
+    2.837_145_356_830_396_4,
+    3.666_038_920_276_208_5,
+    3.548_748_599_178_184_6,
+    3.850_962_740_685_171_4,
+    4.373_981_701_967_665,
+    3.815_361_521_140_855_6,
+    2.354_846_748_068_776_5,
+    2.575_321_915_239_405,
+    1.426_783_479_349_186_5,
+    1.2625,
+    1.235_338_158_223_109_6,
+    3.055_243_795_984_537,
+    3.695_815_585_066_399_4,
+    2.064_564_564_564_564_7,
+    1.749_125_437_281_359_4,
+    1.886_556_721_639_180_3,
+    4.563_640_910_227_557,
+    3.680_520_781_171_757_5,
+    3.398_300_849_575_212_3,
+    3.611_738_148_984_198_6,
+    2.832_650_018_635_855,
+    1.039_058_587_881_822_8,
+    3.930_131_004_366_812,
+    5.608_531_994_981_179,
+    6.253_900_886_281_363,
+    5.436_408_977_556_11,
+    2.455_832_602_430_773_3,
+    2.272_727_272_727_273,
+    4.708_829_054_477_144,
+    3.233_458_177_278_402,
+    2.924_634_420_697_412_6,
+    2.651_325_662_831_416,
+    2.699_325_168_707_823_2,
+    3.994_990_607_388_854,
+    2.220_558_882_235_529,
+    1.275_797_373_358_349,
+    2.036_736_223_916_031_4,
+    2.8375,
+    1.676_257_192_894_671,
+    2.237_779_722_465_308,
+    2.135_098_014_733_425,
+    1.225_919_439_579_684_9,
+    1.248_907_206_194_579_8,
+    1.250_312_578_144_536_1,
+    1.3375,
+    1.341_356_399_648_990_8,
+    1.310_207_137_509_358_7,
+    1.162_064_225_915_281_8,
+    1.657_734_014_707_715_3,
+    2.608_150_470_219_435_6,
+    1.923_317_097_539_652_7,
+    3.675_459_432_429_053_5,
+    1.936_773_709_858_803,
+    2.766_649_974_962_444,
+    2.383_341_695_935_775_4,
+    2.166_334_661_354_581_7,
+    2.722_957_781_663_752,
+    1.511_933_025_115_581_6,
+    2.075,
+    2.340_132_649_230_384,
+    1.364_717_666_207_587_3,
+    2.588_470_676_503_688_7,
+    3.344_523_187_865_224_4,
+    4.001_505_268_439_538,
+    1.985_266_575_103_009_2,
+    2.926_767_993_970_606_6,
+    2.844_720_496_894_409_8,
+    1.983_180_620_057_738_2,
+    2.695_619_618_120_554,
+    3.900_311_526_479_750_8,
+    2.994_464_016_104_680_5,
+    2.638_128_422_100_547_4,
+    2.651_657_285_803_627,
+    1.874_531_367_158_210_4,
+    1.565_043_195_192_187_3,
+    1.697_453_819_271_093_3,
+    1.776_999_124_014_516_4,
+    3.068_096_782_239_96,
+    3.730_128_927_275_003,
+    4.101_221_640_488_657,
+    3.045_112_781_954_887,
+    4.240_371_346_129_72,
+    3.270_911_360_799_001_2,
+    1.546_713_234_376_949,
+    3.793_701_958_839_573_5,
+    1.639_344_262_295_082,
+    1.160_903_757_333_666_2,
+    0.700_350_175_087_543_8,
+    3.427_570_678_008_506_5,
+    4.846_587_351_283_657,
+    8.203_907_815_631_263,
+    18.056_599_048_334_586,
+    10.340_050_377_833_753,
+    4.5375,
+    9.898_889_027_587_067,
+    3.705_564_627_559_352,
+    4.761_311_230_213_137_5,
+    7.604_467_310_829_464,
+    5.090_230_242_688_239,
+    3.286_915_067_118_304,
+    4.546_022_230_548_27,
+    0.904_024_767_801_857_6,
+    2.383_955_600_403_633,
+    2.874_488_910_915_623_8,
+    6.152_294_503_277_861_5,
+    5.166_418_281_172_38,
+    5.089_218_396_582_056,
+    5.886_028_492_876_781,
+    7.079_201_707_041_546_5,
+    5.167_894_145_549_869,
+    2.302_550_136_172_319_7,
+    0.8625,
+    1.011_614_837_017_609_7,
+    0.587_573_446_680_835_1,
+    0.703_694_395_576_778,
+    0.771_144_278_606_965_2,
+    1.587_896_974_243_561,
+    3.335_850_956_696_878_4,
+    1.9875,
+    2.573_620_390_992_328_8,
+    0.776_942_355_889_724_3,
+    2.013_506_753_376_688,
+    0.724_818_795_301_174_7,
+    0.713_034_776_082_061_6,
+    0.899_437_851_342_910_7,
+    0.749_812_546_863_284_1,
+    0.712_589_073_634_204_3,
+    0.957_299_407_985_892_4,
+    0.633_776_562_694_171_7,
+    0.810_878_243_512_974_1,
+    0.762_595_324_415_551_9,
+    6.323_510_813_203_491,
+    4.336_989_032_901_296,
+    3.547_782_635_852_592,
+    3.866_783_085_942_372_6,
+    3.957_420_162_805_26,
+    1.751_094_434_021_263_3,
+    0.9375,
+    2.372_923_691_769_701_6,
+    4.491_017_964_071_856,
+    4.435_836_561_289_516,
+    5.663_939_584_644_431,
+    1.838_189_320_995_373_2,
+    1.111_805_121_798_875_8,
+    2.233_869_961_312_866_5,
+    2.118_908_139_100_087_2,
+    1.450_906_816_760_475_3,
+    1.265_030_060_120_240_4,
+    1.347_305_389_221_557,
+    2.108_169_155_477_475,
+    3.739_837_398_373_983_7,
+    3.387_297_633_872_976_6,
+    1.1,
+    2.059_925_093_632_959,
+    1.413_029_886_207_327_8,
+    1.375_171_896_487_061,
+    1.501_125_844_383_287_6,
+    1.731_275_875_047_045_6,
+    1.082_358_795_720_328_4,
+    1.191_222_570_532_915_4,
+    1.682_662_345_755_951_7,
+    2.341_597_796_143_250_6,
+    1.284_930_139_720_558_8,
+    1.712_714_089_261_157_6,
+    2.013_254_970_613_98,
+    2.049_487_628_092_977,
+    1.715_716_969_317_470_3,
+    1.410_736_579_275_905,
+    1.398_950_786_909_817_7,
+    1.427_319_394_015_274_9,
+    1.447_466_932_867_481_8,
+    1.450_906_816_760_475_3,
+    1.525_762_881_440_720_3,
+    1.637_090_727_318_170_5,
+    1.911_305_434_103_685_3,
+    1.3625,
+    1.226_686_694_204_531_1,
+    1.648_557_512_176_845_2,
+    1.311_680_199_875_078,
+    1.062_898_586_970_113_7,
+    1.112_360_954_880_64,
+    1.299_675_081_229_692_7,
+    1.439_839_739_576_812_3,
+    1.634_435_433_562_071_2,
+    2.364_568_997_873_139,
+    2.797_901_573_819_635_3,
+    2.426_213_106_553_276_6,
+    2.110_653_178_468_84,
+    2.863_931_965_982_991_4,
+    1.524_809_398_825_146_8,
+    2.049_743_782_027_246_4,
+    1.438_039_264_724_271_7,
+    1.450_725_362_681_340_8,
+    1.500_187_523_440_43,
+    1.323_841_638_566_254_6,
+    1.674_162_918_540_729_6,
+    2.351_763_822_867_150_5,
+    1.687_078_230_442_389_5,
+    1.85,
+    1.226_379_677_136_779,
+    1.536_155_863_619_333,
+    2.554_150_494_553_649_5,
+    1.963_727_329_580_988,
+    2.543_640_897_755_611,
+    2.276_138_069_034_517,
+    1.413_383_364_602_876_8,
+    2.436_281_859_070_464_7,
+    1.7875,
+    1.400_525_196_948_856,
+    1.099_038_341_451_230_1,
+    1.625,
+    2.374_406_398_400_4,
+    1.112_639_079_884_985_7,
+    1.788_394_197_098_549_3,
+    1.512_121_969_507_623_1,
+    1.412_676_584_573_071_5,
+    1.136_789_506_558_401,
+    1.238_428_821_616_212_3,
+    1.137_642_205_275_659_4,
+    1.236_418_134_132_634,
+    1.675_418_854_713_678_4,
+    1.641_604_010_025_062_6,
+    2.161_419_290_354_822_4,
+    2.222_777_222_777_222_7,
+    1.074_462_768_615_692_2,
+    1.312_664_083_010_376_4,
+    2.537_817_227_153_394_3,
+    3.3125,
+    3.511_622_094_476_381,
+    1.563_281_640_820_410_2,
+    3.620_474_406_991_261,
+    2.986_380_107_459_702_5,
+    1.264_871_634_314_339_4,
+    1.161_193_657_135_722_2,
+    1.612_903_225_806_451_5,
+    3.588_845_817_181_443,
+    1.324_337_831_084_457_8,
+    2.507_208_223_642_973_4,
+    2.395_209_580_838_323,
+    6.315_657_828_914_457,
+    3.097_676_742_443_167_7,
+    2.864_615_767_841_574_5,
+    3.577_683_262_446_835_3,
+    2.153_229_844_767_150_5,
+    2.465_890_599_574_415,
+    2.398_500_936_914_428_6,
+    4.247_345_409_119_3,
+    3.889_931_207_004_378,
+    2.451_838_879_159_369_7,
+    3.001_619_130_651_388_6,
+    2.814_610_958_218_664,
+    3.019_247_704_113_725,
+    2.712_792_434_046_789_5,
+    2.9375,
+    2.439_024_390_243_902_4,
+    3.179_154_718_862_984_7,
+    2.013_254_970_613_98,
+    3.156_835_618_161_237_4,
+    2.774_667_164_364_813,
+    3.963_986_494_935_600_7,
+    1.890_098_885_968_206_2,
+    3.025_775_121_404_557_4,
+    1.454_180_769_712_924_8,
+    4.200_423_781_627_82,
+    6.213_981_458_281_133,
+    5.323_525_744_919_586_5,
+    2.343_652_086_727_660_2,
+    3.890_759_446_315_002,
+    3.973_426_924_041_113,
+    1.670_015_067_805_123,
+    4.529_053_129_277_093,
+    2.064_822_925_791_515_4,
+    4.382_569_609_189_661_5,
+    3.890_759_446_315_002,
+    8.322_887_941_840_06,
+    16.313_295_086_056_375,
+    3.931_388_506_322_774_5,
+    3.174_603_174_603_174_4,
+    4.294_863_744_819_792,
+    4.854_730_568_661_535,
+    4.849_016_413_983_21,
+    3.490_401_396_160_558_4,
+    4.512_409_125_094_009,
+    3.863_948_980_867_825_3,
+    3.860_087_445_346_658_3,
+    3.681_977_034_448_327_6,
+    3.930_896_344_516_775_3,
+    2.601_951_463_597_698,
+    4.798_200_674_746_97,
+    4.549_431_321_084_865,
+    4.902_083_073_468_878,
+    5.147_891_755_821_271,
+    3.220_992_413_878_870_6,
+    3.206_087_824_351_297_6,
+    4.336_957_880_264_967,
+    3.152_758_663_830_852,
+    2.704_056_084_126_189,
+    3.011_747_063_234_191_4,
+    4.270_507_201_001_878_5,
+    4.996_252_810_392_206,
+    3.784_661_503_872_096,
+    2.674_331_417_145_713_5,
+    4.125,
+    3.463_365_841_460_365,
+    4.259_837_601_499_063,
+    2.620_087_336_244_541_4,
+    2.794_836_445_669_883_3,
+    3.117_984_534_796_707_2,
+    3.411_086_029_596_188,
+    3.210_493_441_599_000_5,
+    3.596_852_753_840_39,
+    4.465_510_789_572_159,
+    2.595_285_857_572_718_2,
+    4.499_437_570_303_712,
+    3.248_375_812_093_953,
+    2.487_810_976_372_046_4,
+    3.965_365_792_445_727,
+    2.753_550_959_382_008_7,
+    3.185_509_056_839_475_5,
+    1.486_570_893_191_755_2,
+    2.520_903_531_760_888_8,
+    1.893_416_927_899_686_6,
+    1.949_025_487_256_372,
+    2.875_359_419_927_491,
+    1.636_068_440_114_899_5,
+    2.538_769_384_692_346_3,
+    2.202_477_787_510_95,
+    2.086_717_480_944_645_6,
+    1.440_561_192_534_135,
+    1.121_495_327_102_803_6,
+    1.002_004_008_016_032,
+    1.147_991_015_722_485_7,
+    0.977_811_207_220_759_6,
+    1.071_918_235_074_161_8,
+    1.713_356_678_339_169_6,
+    0.924_191_332_583_989,
+    2.326_745_058_794_095_7,
+    1.774_778_152_730_908_6,
+    1.599_400_224_915_656_7,
+    1.039_318_807_913_849_3,
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+    0.937_265_683_579_105_2,
+    0.851_170_359_243_960_5,
+    0.724_094_881_398_252_2,
+    0.675_337_668_834_417_3,
+    0.988_488_488_488_488_5,
+    0.811_485_642_946_317_1,
+    0.937_968_984_492_246_1,
+    1.399_300_349_825_087_6,
+    0.762_786_044_766_787_6,
+    0.649_837_540_614_846_3,
+    0.937_148_569_286_517_6,
+    0.649_918_760_154_980_6,
+    0.687_414_073_240_844_9,
+    0.900_337_626_609_978_7,
+    0.762_309_422_644_338_9,
+    0.599_925_009_373_828_3,
+    0.900_900_900_900_900_9,
+    0.724_366_179_592_856_2,
+    0.775_581_686_264_698_5,
+    0.849_362_977_766_675,
+    0.737_684_421_105_276_3,
+    0.675_844_806_007_509_4,
+    0.912_385_951_756_030_5,
+    11.711_824_197_777_501,
+    3.589_872_779_947_096_4,
+    2.137_767_220_902_613,
+    3.109_656_301_145_663,
+    6.057_213_930_348_259,
+    3.004_987_531_172_069_7,
+    2.188_320_620_232_587,
+    1.774_334_624_515_806_5,
+    2.049_743_782_027_246_4,
+    1.363_011_129_173_440_1,
+    2.160_609_466_716_623,
+    1.589_089_089_089_089_2,
+    1.414_621_932_899_349,
+    1.422_333_125_389_893_9,
+    1.501_125_844_383_287_6,
+    1.362_159_460_134_966_2,
+    1.661_461_586_508_432_1,
+    1.537_884_471_117_779_5,
+    1.489_361_702_127_659_5,
+    1.449_818_772_653_418_4,
+    3.883_131_477_088_275_7,
+    2.225_278_159_769_971_3,
+    1.748_906_933_166_770_8,
+    1.864_597_672_381_429,
+    3.921_568_627_450_980_2,
+    2.620_361_083_249_749_3,
+    5.472_450_760_408_876,
+    4.670_191_339_375_63,
+    6.614_544_551_998_015,
+    6.963_370_421_302_663,
+    2.503_128_911_138_923_7,
+    2.276_707_530_647_986,
+    1.922_356_759_455_748_2,
+    1.374_484_568_286_892_5,
+    1.836_811_195_801_574_5,
+    3.864_915_572_232_645_6,
+    3.65,
+    1.561_914_282_144_196,
+    2.412_198_475_190_601,
+    1.587_103_224_193_951_6,
+    3.074_615_673_040_87,
+    2.701_688_555_347_091_7,
+    3.151_969_981_238_274,
+    3.786_080_219_917_531,
+    7.297_263_526_177_684,
+    8.938_617_327_165_895,
+    6.4875,
+    1.874_765_654_293_213_4,
+    1.450_543_953_982_743_6,
+    1.437_320_334_958_130_3,
+    1.563_281_640_820_410_2,
+    1.4125,
+    1.399_125_546_533_416_7,
+    2.001_000_500_250_125,
+    1.386_286_998_875_983_6,
+    1.412_323_459_567_554,
+    1.5625,
+    1.825_228_153_519_189_9,
+    1.4375,
+    1.538_461_538_461_538_5,
+    1.361_478_890_831_876,
+    1.463_414_634_146_341_4,
+    1.525_953_721_075_672_4,
+    1.374_141_161_773_891_2,
+    1.638_114_292_859_822_5,
+    1.835_435_135_472_593_3,
+    1.438_758_914_049_793_6,
+    1.475_368_842_210_552_6,
+    1.639_139_139_139_139_2,
+    1.360_459_311_033_449_7,
+    1.475,
+    1.575,
+    1.362_329_708_786_401_7,
+    1.962_990_747_686_921_7,
+    1.862_267_216_597_925_3,
+    1.338_169_084_542_271_1,
+    1.674_372_110_458_578,
+    1.9125,
+    1.524_809_398_825_146_8,
+    4.013_001_625_203_151,
+    3.522_798_251_093_066_7,
+    2.375_890_959_109_666,
+    1.650_618_982_118_294_4,
+    2.5875,
+    2.616_752_222_361_337_3,
+    2.409_488_139_825_218_6,
+    2.492_172_824_045_084_7,
+    2.106_706_556_968_337,
+    2.414_008_755_472_17,
+    2.448_469_706_433_479,
+    1.55,
+    1.449_637_590_602_349_3,
+    2.127_659_574_468_085,
+    1.886_556_721_639_180_3,
+    2.510_617_037_222_083_5,
+    1.7,
+    1.688_344_172_086_043,
+    2.737_842_230_278_785,
+    2.424_393_901_524_618_8,
+    2.0625,
+    1.450_543_953_982_743_6,
+    1.786_829_938_772_96,
+    1.711_644_177_911_044_5,
+    2.114_085_564_173_129_8,
+    9.351_168_896_112_014,
+    3.898_538_048_231_913,
+    2.463_115_778_944_736,
+    2.186_406_796_601_699,
+    2.439_634_680_345_302,
+    1.175_293_823_455_863_9,
+    1.943_573_667_711_598_7,
+    1.556_856_395_566_073,
+    1.601_000_625_390_869_3,
+    2.223_610_243_597_751_6,
+    1.8,
+    2.399_700_037_495_313_2,
+    2.126_063_031_515_758,
+    1.611_291_531_351_486_4,
+    2.151_344_590_368_980_7,
+    1.975_493_873_468_367_1,
+    2.373_516_552_154_903,
+    1.861_801_824_315_881_6,
+    2.784_397_341_025_963,
+    2.204_508_656_121_559_4,
+    3.224_587_479_531_427,
+    3.882_892_941_322_416_5,
+    2.676_003_501_312_992_6,
+    2.728_069_077_712_426_3,
+    11.788_211_788_211_788,
+    5.871_306_960_440_661,
+    5.502_869_977_539_306,
+    5.2,
+    4.861_546_172_158_877,
+    4.406_058_330_204_03,
+    7.798_679_456_833_188,
+    8.765_787_170_188_82,
+    8.658_444_500_377_549,
+    9.639_002_605_135_84,
+    2.2125,
+    2.439_329_497_122_842_3,
+    2.961_759_560_109_972_4,
+    3.071_113_908_118_313_4,
+    2.184_978_274_363_749,
+    1.811_141_643_767_174_6,
+    2.214_714_714_714_715,
+    2.236_102_435_977_514,
+    2.041_583_166_332_665,
+    1.486_570_893_191_755_2,
+    1.473_158_551_810_237_2,
+    1.641_398_321_012_404_6,
+    1.496_819_259_074_466_7,
+    1.650_618_982_118_294_4,
+    1.686_445_971_267_957_6,
+    1.513_445_903_689_806,
+    1.723_704_076_497_232,
+    1.638_326_920_690_083_2,
+    1.562_109_472_631_842,
+    1.437_140_714_821_294_7,
+    2.526_263_131_565_783,
+    1.777_666_499_749_624_5,
+    1.423_043_315_441_268_3,
+    1.612_903_225_806_451_5,
+    1.400_525_196_948_856,
+    1.499_250_374_812_593_6,
+    1.648_351_648_351_648_3,
+    1.388_367_729_831_144_5,
+    1.513_256_628_314_157,
+    5.060_602_274_147_195,
+    5.464_549_205_952_232,
+    3.279_509_325_322_318,
+    1.561_524_047_470_331_1,
+    2.937_132_858_392_701,
+    1.149_425_287_356_321_8,
+    1.711_430_356_027_482_8,
+    1.353_044_349_787_020_8,
+    2.744_853_399_875_234,
+    4.136_465_883_529_118,
+    4.052_026_013_006_503,
+    1.119_496_855_345_912,
+    2.536_367_027_228_646,
+    2.994_385_527_136_618_7,
+    2.787_848_481_060_132_5,
+    3.014_383_989_993_746,
+    2.524_368_907_773_056_7,
+    2.336_683_417_085_427,
+    2.786_762_876_337_397_3,
+    2.465_581_977_471_839_7,
+    1.949_512_621_844_538_9,
+    2.035_973_020_234_824,
+    1.712_285_964_254_468,
+    1.175_293_823_455_863_9,
+    2.886_056_971_514_243,
+    1.812_273_465_816_773,
+    2.725,
+    2.461_884_528_867_783,
+    2.600_975_365_762_160_6,
+    2.036_736_223_916_031_4,
+    2.813_906_953_476_738_2,
+    2.591_711_531_238_262_4,
+    2.363_386_269_851_194,
+    3.018_209_029_683_213,
+    1.937_742_217_777_222,
+    2.013_338_366_679_25,
+    2.806_756_085_444_61,
+    2.723_638_180_909_545_3,
+    2.536_095_417_451_349_5,
+    2.466_060_530_576_659_6,
+    2.162_229_721_284_839_4,
+    1.699_609_719_249_653_8,
+    2.654_757_474_258_776_7,
+    2.449_693_788_276_465_3,
+    1.800_900_450_225_112_5,
+    2.662_832_854_106_763_4,
+    2.262_782_847_855_982,
+    1.356_102_461_074_836_7,
+    1.976_874_300_634_091_9,
+    1.638_729_046_785_088_8,
+    1.7875,
+    1.775_443_860_965_241_2,
+    2.222_222_222_222_222_3,
+    3.168_440_826_549_781,
+    3.882_162_027_212_582_5,
+    1.4125,
+    2.050_512_628_157_039,
+    3.249_187_703_074_231_3,
+    1.913_217_456_546_204_8,
+    2.135_898_076_442_668,
+    2.501_563_477_173_233_4,
+    1.589_884_827_240_861_2,
+    2.183_406_113_537_118,
+    2.875_718_929_732_433_3,
+    2.4875,
+    2.1125,
+    2.712_839_104_888_111,
+    2.135_098_014_733_425,
+    2.241_141_855_515_212_3,
+    2.797_552_141_875_858_7,
+    2.538_451_919_469_801,
+    2.726_704_190_118_824_5,
+    3.331_246_086_412_022_6,
+    3.427_645_519_132_494,
+    2.7125,
+    2.803_504_380_475_594_4,
+    2.635_852_592_129_918_7,
+    2.675,
+    3.199_200_199_950_012_4,
+    2.585_883_822_610_868_2,
+    3.312_759_793_424_864_7,
+    3.078_068_760_084_398_6,
+    2.687_164_104_486_939,
+    2.538_769_384_692_346_3,
+    2.737_842_230_278_785,
+    2.551_275_637_818_909_6,
+    2.609_564_240_229_741_6,
+    3.113_278_319_579_894_8,
+    2.149_731_283_589_551_5,
+    1.1875,
+    1.8375,
+    2.212_776_597_074_634_5,
+    1.901_188_242_651_657_3,
+    1.523_666_791_557_387_4,
+    4.213_026_628_328_541,
+    4.573_856_535_866_033_5,
+    2.656_974_558_215_315_3,
+    2.631_578_947_368_421_2,
+    3.086_342_621_516_931,
+    1.663_123_671_376_766_3,
+    1.499_063_085_571_518,
+    1.413_206_603_301_650_8,
+    1.575_984_990_619_137,
+    1.362_329_708_786_401_7,
+    1.424_465_825_315_506_7,
+    2.413_103_275_818_955,
+    4.285_892_790_203_674,
+    2.762_845_355_669_458_8,
+    1.612_701_587_698_462_3,
+    1.624_187_906_046_976_6,
+    1.338_336_460_287_679_7,
+    3.249_593_800_774_903_2,
+    3.562_054_743_157_105_5,
+    3.878_878_878_878_879,
+    4.061_168_212_584_608,
+    7.222_914_072_229_14,
+    3.912_989_123_640_455_3,
+    3.636_590_852_286_928,
+    6.579_111_944_965_604,
+    8.066_933_066_933_068,
+    4.880_490_551_870_855,
+    4.975_621_952_744_093,
+    3.436_640_839_790_052_3,
+    2.374_109_708_859_178,
+    1.949_025_487_256_372,
+    3.492_739_108_662_994_4,
+    3.833_666_333_666_333_7,
+    1.763_161_185_444_541_7,
+    1.911_066_699_975_018_8,
+    3.463_365_841_460_365,
+    1.611_291_531_351_486_4,
+    1.313_320_825_515_947_4,
+    1.937_257_842_769_653_8,
+    2.026_266_416_510_319,
+    1.524_809_398_825_146_8,
+    1.624_796_900_387_451_6,
+    2.799_300_174_956_261,
+    2.3125,
+    4.250_531_316_414_552,
+    5.475,
+    2.076_557_418_063_547_5,
+    3.698_613_020_117_456,
+    3.498_175_412_105_197,
+];
diff --git a/src/encoders.rs b/src/encoders.rs
index b9cdb0d1b0..12e6d94e69 100644
--- a/src/encoders.rs
+++ b/src/encoders.rs
@@ -1,4 +1,4 @@
-mod float;
-mod integer;
+pub mod float;
+pub mod integer;
 mod simple8b;
-mod timestamp;
+pub mod timestamp;
diff --git a/src/encoders/float.rs b/src/encoders/float.rs
index 442083badc..df4e6ffadc 100644
--- a/src/encoders/float.rs
+++ b/src/encoders/float.rs
@@ -12,7 +12,7 @@ fn is_sentinel_u64(v: u64) -> bool {
     v == SENTINEL
 }
 
-/// encode_all encodes a vector of floats into dst.
+/// encode encodes a vector of floats into dst.
 ///
 /// The encoding used is equivalent to the encoding of floats in the Gorilla
 /// paper. Each subsequent value is compared to the previous and the XOR of the
@@ -20,7 +20,7 @@ fn is_sentinel_u64(v: u64) -> bool {
 /// representations based on those are stored.
 #[allow(dead_code)]
 #[allow(clippy::many_single_char_names)]
-pub fn encode_all(src: &mut Vec<f64>, dst: &mut Vec<u8>) -> Result<(), Box<dyn Error>> {
+pub fn encode(src: &[f64], dst: &mut Vec<u8>) -> Result<(), Box<dyn Error>> {
     dst.truncate(0); // reset buffer.
     if src.is_empty() {
         return Ok(());
@@ -313,11 +313,11 @@ const BIT_MASK: [u64; 64] = [
     0x7fff_ffff_ffff_ffff,
 ];
 
-/// decode_all decodes a slice of bytes into a vector of floats.
+/// decode decodes a slice of bytes into a vector of floats.
 #[allow(dead_code)]
 #[allow(clippy::many_single_char_names)]
 #[allow(clippy::useless_let_if_seq)]
-pub fn decode_all(src: &[u8], dst: &mut Vec<f64>) -> Result<(), Box<dyn Error>> {
+pub fn decode(src: &[u8], dst: &mut Vec<f64>) -> Result<(), Box<dyn Error>> {
     if src.len() < 9 {
         return Ok(());
     }
@@ -494,12 +494,12 @@ mod tests {
     use crate::tests::approximately_equal;
 
     #[test]
-    fn encode_all_no_values() {
-        let mut src: Vec<f64> = vec![];
+    fn encode_no_values() {
+        let src: Vec<f64> = vec![];
         let mut dst = vec![];
 
         // check for error
-        super::encode_all(&mut src, &mut dst).expect("failed to encode src");
+        super::encode(&src, &mut dst).expect("failed to encode src");
 
         // verify encoded no values.
         let exp: Vec<u8> = Vec::new();
@@ -507,8 +507,8 @@ mod tests {
     }
 
     #[test]
-    fn encode_all_special_values() {
-        let mut src: Vec<f64> = vec![
+    fn encode_special_values() {
+        let src: Vec<f64> = vec![
             100.0,
             222.12,
             f64::from_bits(0x7ff8000000000001), // Go representation of signalling NaN
@@ -526,10 +526,10 @@ mod tests {
         let mut dst = vec![];
 
         // check for error
-        super::encode_all(&mut src, &mut dst).expect("failed to encode src");
+        super::encode(&src, &mut dst).expect("failed to encode src");
 
         let mut got = vec![];
-        super::decode_all(&dst, &mut got).expect("failed to decode");
+        super::decode(&dst, &mut got).expect("failed to decode");
 
         // Verify decoded values.
         assert_eq!(got.len(), src.len());
@@ -544,7 +544,7 @@ mod tests {
     }
 
     #[test]
-    fn encode_all() {
+    fn encode() {
         struct Test {
             name: String,
             input: Vec<f64>,
@@ -1647,14 +1647,14 @@ mod tests {
         ];
         for test in tests {
             let mut dst = vec![];
-            let mut src = test.input.clone();
-            let exp = test.input;
-            super::encode_all(&mut src, &mut dst).expect("failed to encode");
+            let src = test.input;
+
+            super::encode(&src, &mut dst).expect("failed to encode");
 
             let mut got = vec![];
-            super::decode_all(&dst, &mut got).expect("failed to decode");
+            super::decode(&dst, &mut got).expect("failed to decode");
             // verify got same values back
-            assert_eq!(got, exp, "{}", test.name);
+            assert_eq!(got, src, "{}", test.name);
         }
     }
 }
diff --git a/src/encoders/integer.rs b/src/encoders/integer.rs
index f7040e336b..fc3147ea10 100644
--- a/src/encoders/integer.rs
+++ b/src/encoders/integer.rs
@@ -9,21 +9,21 @@ enum Encoding {
     Rle = 2,
 }
 
-/// encode_all encodes a vector of signed integers into dst.
+/// encode encodes a vector of signed integers into dst.
 ///
 /// Deltas between the integers in the vector are first calculated, and these
 /// deltas are then zig-zag encoded. The resulting zig-zag encoded deltas are
 /// further compressed if possible, either via bit-packing using simple8b or by
 /// run-length encoding the deltas if they're all the same.
 #[allow(dead_code)]
-pub fn encode_all<'a>(src: &mut Vec<i64>, dst: &'a mut Vec<u8>) -> Result<(), Box<dyn Error>> {
+pub fn encode<'a>(src: &[i64], dst: &'a mut Vec<u8>) -> Result<(), Box<dyn Error>> {
     dst.truncate(0); // reset buffer.
     if src.is_empty() {
         return Ok(());
     }
 
     let mut max: u64 = 0;
-    let mut deltas = i64_to_u64_vector(src);
+    let mut deltas = i64_to_u64_vector(&src);
     for i in (1..deltas.len()).rev() {
         deltas[i] = zig_zag_encode(deltas[i].wrapping_sub(deltas[i - 1]) as i64);
         if deltas[i] > max {
@@ -67,7 +67,7 @@ pub fn encode_all<'a>(src: &mut Vec<i64>, dst: &'a mut Vec<u8>) -> Result<(), Bo
     // first 4 high bits used for encoding type
     dst.push((Encoding::Simple8b as u8) << 4);
     dst.extend_from_slice(&deltas[0].to_be_bytes()); // encode first value
-    simple8b::encode_all(&deltas[1..], dst)
+    simple8b::encode(&deltas[1..], dst)
 }
 
 // zig_zag_encode converts a signed integer into an unsigned one by zig zagging
@@ -114,9 +114,9 @@ fn encode_rle(v: u64, delta: u64, count: u64, dst: &mut Vec<u8>) {
     dst.truncate(n);
 }
 
-/// decode_all decodes a slice of bytes into a vector of signed integers.
+/// decode decodes a slice of bytes into a vector of signed integers.
 #[allow(dead_code)]
-pub fn decode_all<'a>(src: &[u8], dst: &'a mut Vec<i64>) -> Result<(), Box<dyn Error>> {
+pub fn decode<'a>(src: &[u8], dst: &'a mut Vec<i64>) -> Result<(), Box<dyn Error>> {
     if src.is_empty() {
         return Ok(());
     }
@@ -198,7 +198,7 @@ fn decode_simple8b(src: &[u8], dst: &mut Vec<i64>) -> Result<(), Box<dyn Error>>
     buf.copy_from_slice(&src[0..8]);
     dst.push(zig_zag_decode(u64::from_be_bytes(buf)));
 
-    simple8b::decode_all(&src[8..], &mut res);
+    simple8b::decode(&src[8..], &mut res);
     // TODO(edd): fix this. It's copying, which is slowwwwwwwww.
     let mut next = dst[0];
     for v in &res {
@@ -227,36 +227,36 @@ mod tests {
     }
 
     #[test]
-    fn encode_all_no_values() {
-        let mut src: Vec<i64> = vec![];
+    fn encode_no_values() {
+        let src: Vec<i64> = vec![];
         let mut dst = vec![];
 
         // check for error
-        encode_all(&mut src, &mut dst).expect("failed to encode src");
+        encode(&src, &mut dst).expect("failed to encode src");
 
         // verify encoded no values.
         assert_eq!(dst.to_vec().len(), 0);
     }
 
     #[test]
-    fn encode_all_uncompressed() {
-        let mut src: Vec<i64> = vec![-1000, 0, simple8b::MAX_VALUE as i64, 213123421];
+    fn encode_uncompressed() {
+        let src: Vec<i64> = vec![-1000, 0, simple8b::MAX_VALUE as i64, 213123421];
         let mut dst = vec![];
 
         let exp = src.clone();
-        encode_all(&mut src, &mut dst).expect("failed to encode");
+        encode(&src, &mut dst).expect("failed to encode");
 
         // verify uncompressed encoding used
         assert_eq!(&dst[0] >> 4, Encoding::Uncompressed as u8);
         let mut got = vec![];
-        decode_all(&dst, &mut got).expect("failed to decode");
+        decode(&dst, &mut got).expect("failed to decode");
 
         // verify got same values back
         assert_eq!(got, exp);
     }
 
     #[test]
-    fn encode_all_rle() {
+    fn encode_rle() {
         struct Test {
             name: String,
             input: Vec<i64>,
@@ -291,21 +291,21 @@ mod tests {
 
         for test in tests {
             let mut dst = vec![];
-            let mut src = test.input.clone();
+            let src = test.input.clone();
             let exp = test.input;
-            encode_all(&mut src, &mut dst).expect("failed to encode");
+            encode(&src, &mut dst).expect("failed to encode");
 
             // verify RLE encoding used
             assert_eq!(&dst[0] >> 4, Encoding::Rle as u8);
             let mut got = vec![];
-            decode_all(&dst, &mut got).expect("failed to decode");
+            decode(&dst, &mut got).expect("failed to decode");
             // verify got same values back
             assert_eq!(got, exp, "{}", test.name);
         }
     }
 
     #[test]
-    fn encode_all_simple8b() {
+    fn encode_simple8b() {
         struct Test {
             name: String,
             input: Vec<i64>,
@@ -328,14 +328,14 @@ mod tests {
 
         for test in tests {
             let mut dst = vec![];
-            let mut src = test.input.clone();
+            let src = test.input.clone();
             let exp = test.input;
-            encode_all(&mut src, &mut dst).expect("failed to encode");
+            encode(&src, &mut dst).expect("failed to encode");
             // verify Simple8b encoding used
             assert_eq!(&dst[0] >> 4, Encoding::Simple8b as u8);
 
             let mut got = vec![];
-            decode_all(&dst, &mut got).expect("failed to decode");
+            decode(&dst, &mut got).expect("failed to decode");
             // verify got same values back
             assert_eq!(got, exp, "{}", test.name);
         }
diff --git a/src/encoders/simple8b.rs b/src/encoders/simple8b.rs
index 30d8c1d0ab..d0091b747b 100644
--- a/src/encoders/simple8b.rs
+++ b/src/encoders/simple8b.rs
@@ -25,9 +25,9 @@ const NUM_BITS: [[u8; 2]; 14] = [
     [1, 60],
 ];
 
-/// encode_all packs and binary encodes the provides slice of u64 values using
+/// encode packs and binary encodes the provides slice of u64 values using
 /// simple8b into the provided vector.
-pub fn encode_all<'a>(src: &[u64], dst: &'a mut Vec<u8>) -> Result<(), Box<dyn Error>> {
+pub fn encode<'a>(src: &[u64], dst: &'a mut Vec<u8>) -> Result<(), Box<dyn Error>> {
     let mut i = 0;
     'next_value: while i < src.len() {
         // try to pack a run of 240 or 120 1s
@@ -79,9 +79,9 @@ pub fn encode_all<'a>(src: &[u64], dst: &'a mut Vec<u8>) -> Result<(), Box<dyn E
     Ok(())
 }
 
-/// decode_all decodes and unpacks the binary-encoded values stored in src into
+/// decode decodes and unpacks the binary-encoded values stored in src into
 /// dst.
-pub fn decode_all<'a>(src: &[u8], dst: &'a mut Vec<u64>) {
+pub fn decode<'a>(src: &[u8], dst: &'a mut Vec<u64>) {
     let mut i = 0;
     let mut j = 0;
     let mut buf: [u8; 8] = [0; 8];
@@ -90,14 +90,13 @@ pub fn decode_all<'a>(src: &[u8], dst: &'a mut Vec<u64>) {
             dst.resize(j + 240, 0); // may need 240 capacity
         }
         buf.copy_from_slice(&src[i..i + 8]);
-        j += decode(u64::from_be_bytes(buf), &mut dst[j..]);
+        j += decode_value(u64::from_be_bytes(buf), &mut dst[j..]);
         i += 8;
     }
     dst.truncate(j);
 }
 
-#[allow(dead_code)]
-pub fn decode(v: u64, dst: &mut [u64]) -> usize {
+fn decode_value(v: u64, dst: &mut [u64]) -> usize {
     let sel = v >> S8B_BIT_SIZE as u64;
     let mut v = v;
     match sel {
@@ -225,7 +224,7 @@ mod tests {
         let mut dst = vec![];
 
         // check for error
-        encode_all(&src, &mut dst).expect("failed to encode src");
+        encode(&src, &mut dst).expect("failed to encode src");
 
         // verify encoded no values.
         assert_eq!(dst.len(), src.len())
@@ -237,9 +236,9 @@ mod tests {
 
         let mut encoded = vec![];
         let mut decoded = vec![];
-        encode_all(&src, &mut encoded).expect("failed to encode");
+        encode(&src, &mut encoded).expect("failed to encode");
         assert_eq!(encoded.len(), 16); // verify vector is truncated.
-        decode_all(&encoded, &mut decoded);
+        decode(&encoded, &mut decoded);
         assert_eq!(decoded.to_vec(), src, "{}", "mixed sizes");
     }
 
@@ -249,9 +248,9 @@ mod tests {
 
         let mut encoded = vec![];
         let mut decoded = vec![];
-        encode_all(&src, &mut encoded).expect("failed to encode");
+        encode(&src, &mut encoded).expect("failed to encode");
         assert_eq!(encoded.len(), 24); // verify vector is truncated.
-        decode_all(&encoded, &mut decoded);
+        decode(&encoded, &mut decoded);
         assert_eq!(decoded.to_vec(), src, "{}", "mixed sizes");
     }
 
@@ -260,12 +259,12 @@ mod tests {
         let src = vec![7, 6, 2 << (61 - 1), 4, 3, 2, 1];
 
         let mut encoded = vec![];
-        let result = encode_all(&src, &mut encoded);
+        let result = encode(&src, &mut encoded);
         assert_eq!(result.unwrap_err().to_string(), "value out of bounds");
     }
 
     #[test]
-    fn test_encode_all() {
+    fn test_encode() {
         struct Test {
             name: String,
             // TODO(edd): no idea how to store the closure in the struct rather than the
@@ -338,9 +337,9 @@ mod tests {
 
         for test in tests {
             let mut encoded = vec![];
-            encode_all(&test.input, &mut encoded).expect("failed to encode");
+            encode(&test.input, &mut encoded).expect("failed to encode");
             let mut decoded = vec![];
-            decode_all(&encoded, &mut decoded);
+            decode(&encoded, &mut decoded);
             assert_eq!(decoded.to_vec(), test.input, "{}", test.name);
         }
 
@@ -350,27 +349,27 @@ mod tests {
         let mut input = ones(240)();
         input[120] = 5;
         let mut encoded = vec![];
-        encode_all(&input, &mut encoded).expect("failed to encode");
+        encode(&input, &mut encoded).expect("failed to encode");
         let mut decoded = vec![];
-        decode_all(&encoded, &mut decoded);
+        decode(&encoded, &mut decoded);
         assert_eq!(decoded.to_vec(), input, "{}", "120 ones");
 
         input = ones(240)();
         input[119] = 5;
 
         let mut encoded = vec![];
-        encode_all(&input, &mut encoded).expect("failed to encode");
+        encode(&input, &mut encoded).expect("failed to encode");
         let mut decoded = vec![];
-        decode_all(&encoded, &mut decoded);
+        decode(&encoded, &mut decoded);
         assert_eq!(decoded.to_vec(), input, "{}", "119 ones");
 
         input = ones(241)();
         input[239] = 5;
 
         let mut encoded = vec![];
-        encode_all(&input, &mut encoded).expect("failed to encode");
+        encode(&input, &mut encoded).expect("failed to encode");
         let mut decoded = vec![];
-        decode_all(&encoded, &mut decoded);
+        decode(&encoded, &mut decoded);
         assert_eq!(decoded.to_vec(), input, "{}", "239 ones");
     }
 
diff --git a/src/encoders/timestamp.rs b/src/encoders/timestamp.rs
index ad18b0be20..468abbdc28 100644
--- a/src/encoders/timestamp.rs
+++ b/src/encoders/timestamp.rs
@@ -9,7 +9,7 @@ enum Encoding {
     Rle = 2,
 }
 
-/// encode_all encodes a vector of signed integers into a slice of bytes.
+/// encode encodes a vector of signed integers into a slice of bytes.
 ///
 /// To maximise compression, the provided vector should be sorted in ascending
 /// order. First deltas between the integers are determined, then further encoding
@@ -17,7 +17,7 @@ enum Encoding {
 /// encoded using RLE. If not, as long as the deltas are not bigger than simple8b::MAX_VALUE
 /// they can be encoded using simple8b.
 #[allow(dead_code)]
-pub fn encode_all<'a>(src: &mut Vec<i64>, dst: &'a mut Vec<u8>) -> Result<(), Box<dyn Error>> {
+pub fn encode<'a>(src: &[i64], dst: &'a mut Vec<u8>) -> Result<(), Box<dyn Error>> {
     dst.truncate(0); // reset buffer.
     if src.is_empty() {
         return Ok(());
@@ -86,7 +86,7 @@ pub fn encode_all<'a>(src: &mut Vec<i64>, dst: &'a mut Vec<u8>) -> Result<(), Bo
     dst.push((Encoding::Simple8b as u8) << 4);
     dst[0] |= ((div as f64).log10()) as u8; // 4 low bits used for log10 divisor
     dst.extend_from_slice(&deltas[0].to_be_bytes()); // encode first value
-    simple8b::encode_all(&deltas[1..], dst)
+    simple8b::encode(&deltas[1..], dst)
 }
 
 // i64_to_u64_vector converts a Vec<i64> to Vec<u64>.
@@ -142,10 +142,10 @@ fn encode_rle(v: u64, delta: u64, count: u64, dst: &mut Vec<u8>) {
     dst.truncate(n);
 }
 
-/// decode_all decodes a slice of bytes encoded using encode_all back into a
+/// decode decodes a slice of bytes encoded using encode back into a
 /// vector of signed integers.
 #[allow(dead_code)]
-pub fn decode_all<'a>(src: &[u8], dst: &'a mut Vec<i64>) -> Result<(), Box<dyn Error>> {
+pub fn decode<'a>(src: &[u8], dst: &'a mut Vec<i64>) -> Result<(), Box<dyn Error>> {
     if src.is_empty() {
         return Ok(());
     }
@@ -234,7 +234,7 @@ fn decode_simple8b(src: &[u8], dst: &mut Vec<i64>) -> Result<(), Box<dyn Error>>
     buf.copy_from_slice(&src[1..9]);
     dst.push(i64::from_be_bytes(buf));
 
-    simple8b::decode_all(&src[9..], &mut res);
+    simple8b::decode(&src[9..], &mut res);
     let mut next = dst[dst.len() - 1];
     if scaler > 1 {
         // TODO(edd): fix this. It's copying, which is slowwwwwwwww.
@@ -259,37 +259,37 @@ mod tests {
     use super::*;
 
     #[test]
-    fn encode_all_no_values() {
-        let mut src: Vec<i64> = vec![];
+    fn encode_no_values() {
+        let src: Vec<i64> = vec![];
         let mut dst = vec![];
 
         // check for error
-        encode_all(&mut src, &mut dst).expect("failed to encode src");
+        encode(&src, &mut dst).expect("failed to encode src");
 
         // verify encoded no values.
         assert_eq!(dst.len(), 0);
     }
 
     #[test]
-    fn encode_all_uncompressed() {
-        let mut src: Vec<i64> = vec![-1000, 0, simple8b::MAX_VALUE as i64, 213123421];
+    fn encode_uncompressed() {
+        let src: Vec<i64> = vec![-1000, 0, simple8b::MAX_VALUE as i64, 213123421];
         let mut dst = vec![];
 
         let exp = src.clone();
-        encode_all(&mut src, &mut dst).expect("failed to encode");
+        encode(&src, &mut dst).expect("failed to encode");
 
         // verify uncompressed encoding used
         assert_eq!(&dst[0] >> 4, Encoding::Uncompressed as u8);
 
         let mut got = vec![];
-        decode_all(&dst, &mut got).expect("failed to decode");
+        decode(&dst, &mut got).expect("failed to decode");
 
         // verify got same values back
         assert_eq!(got, exp);
     }
 
     #[test]
-    fn encode_all_rle() {
+    fn encode_rle() {
         struct Test {
             name: String,
             input: Vec<i64>,
@@ -332,22 +332,22 @@ mod tests {
 
         for test in tests {
             let mut dst = vec![];
-            let mut src = test.input.clone();
+            let src = test.input.clone();
             let exp = test.input;
-            encode_all(&mut src, &mut dst).expect("failed to encode");
+            encode(&src, &mut dst).expect("failed to encode");
 
             // verify RLE encoding used
             assert_eq!(&dst[0] >> 4, Encoding::Rle as u8);
 
             let mut got = vec![];
-            decode_all(&dst, &mut got).expect("failed to decode");
+            decode(&dst, &mut got).expect("failed to decode");
             // verify got same values back
             assert_eq!(got, exp, "{}", test.name);
         }
     }
 
     #[test]
-    fn encode_all_simple8b() {
+    fn encode_simple8b() {
         struct Test {
             name: String,
             input: Vec<i64>,
@@ -370,14 +370,14 @@ mod tests {
 
         for test in tests {
             let mut dst = vec![];
-            let mut src = test.input.clone();
+            let src = test.input.clone();
             let exp = test.input;
-            encode_all(&mut src, &mut dst).expect("failed to encode");
+            encode(&src, &mut dst).expect("failed to encode");
             // verify Simple8b encoding used
             assert_eq!(&dst[0] >> 4, Encoding::Simple8b as u8);
 
             let mut got = vec![];
-            decode_all(&dst, &mut got).expect("failed to decode");
+            decode(&dst, &mut got).expect("failed to decode");
             // verify got same values back
             assert_eq!(got, exp, "{}", test.name);
         }