diff --git a/CHANGELOG.md b/CHANGELOG.md
index dbc5a82e6..2890de4f9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,40 @@
 
 # DataFusion Python Changelog
 
+## [32.0.0](https://github.com/apache/arrow-datafusion-python/tree/32.0.0) (2023-10-21)
+
+**Implemented enhancements:**
+
+- feat: expose PyWindowFrame [#509](https://github.com/apache/arrow-datafusion-python/pull/509) (dlovell)
+- add Binary String Functions;encode,decode [#494](https://github.com/apache/arrow-datafusion-python/pull/494) (jiangzhx)
+- add bit_and,bit_or,bit_xor,bool_add,bool_or [#496](https://github.com/apache/arrow-datafusion-python/pull/496) (jiangzhx)
+- add first_value last_value [#498](https://github.com/apache/arrow-datafusion-python/pull/498) (jiangzhx)
+- add regr\_\* functions [#499](https://github.com/apache/arrow-datafusion-python/pull/499) (jiangzhx)
+- Add random missing bindings [#522](https://github.com/apache/arrow-datafusion-python/pull/522) (jdye64)
+- Allow for multiple input files per table instead of a single file [#519](https://github.com/apache/arrow-datafusion-python/pull/519) (jdye64)
+- Add support for window function bindings [#521](https://github.com/apache/arrow-datafusion-python/pull/521) (jdye64)
+
+**Merged pull requests:**
+
+- Prepare 31.0.0 release [#500](https://github.com/apache/arrow-datafusion-python/pull/500) (andygrove)
+- Improve release process documentation [#505](https://github.com/apache/arrow-datafusion-python/pull/505) (andygrove)
+- add Binary String Functions;encode,decode [#494](https://github.com/apache/arrow-datafusion-python/pull/494) (jiangzhx)
+- build(deps): bump mimalloc from 0.1.38 to 0.1.39 [#502](https://github.com/apache/arrow-datafusion-python/pull/502) (dependabot[bot])
+- build(deps): bump syn from 2.0.32 to 2.0.35 [#503](https://github.com/apache/arrow-datafusion-python/pull/503) (dependabot[bot])
+- build(deps): bump syn from 2.0.35 to 2.0.37 [#506](https://github.com/apache/arrow-datafusion-python/pull/506) (dependabot[bot])
+- Use latest DataFusion [#511](https://github.com/apache/arrow-datafusion-python/pull/511) (andygrove)
+- add bit_and,bit_or,bit_xor,bool_add,bool_or [#496](https://github.com/apache/arrow-datafusion-python/pull/496) (jiangzhx)
+- use DataFusion 32 [#515](https://github.com/apache/arrow-datafusion-python/pull/515) (andygrove)
+- add first_value last_value [#498](https://github.com/apache/arrow-datafusion-python/pull/498) (jiangzhx)
+- build(deps): bump regex-syntax from 0.7.5 to 0.8.1 [#517](https://github.com/apache/arrow-datafusion-python/pull/517) (dependabot[bot])
+- build(deps): bump pyo3-build-config from 0.19.2 to 0.20.0 [#516](https://github.com/apache/arrow-datafusion-python/pull/516) (dependabot[bot])
+- add regr\_\* functions [#499](https://github.com/apache/arrow-datafusion-python/pull/499) (jiangzhx)
+- Add random missing bindings [#522](https://github.com/apache/arrow-datafusion-python/pull/522) (jdye64)
+- build(deps): bump rustix from 0.38.18 to 0.38.19 [#523](https://github.com/apache/arrow-datafusion-python/pull/523) (dependabot[bot])
+- Allow for multiple input files per table instead of a single file [#519](https://github.com/apache/arrow-datafusion-python/pull/519) (jdye64)
+- Add support for window function bindings [#521](https://github.com/apache/arrow-datafusion-python/pull/521) (jdye64)
+- Small clippy fix [#524](https://github.com/apache/arrow-datafusion-python/pull/524) (andygrove)
+
 ## [31.0.0](https://github.com/apache/arrow-datafusion-python/tree/31.0.0) (2023-09-12)
 
 [Full Changelog](https://github.com/apache/arrow-datafusion-python/compare/28.0.0...31.0.0)
@@ -445,7 +479,3 @@
 - Why is pandas a requirement? [\#24](https://github.com/datafusion-contrib/datafusion-python/issues/24)
 - Unable to build [\#18](https://github.com/datafusion-contrib/datafusion-python/issues/18)
 - Setup CI against multiple Python version [\#6](https://github.com/datafusion-contrib/datafusion-python/issues/6)
-
-\* _This Changelog was automatically generated by [github_changelog_generator](https://github.com/github-changelog-generator/github-changelog-generator)_
-
-\* _This Changelog was automatically generated by [github_changelog_generator](https://github.com/github-changelog-generator/github-changelog-generator)_
diff --git a/Cargo.lock b/Cargo.lock
index 4ae3ec1f9..3887ac10f 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -106,8 +106,8 @@ dependencies = [
  "serde",
  "serde_json",
  "snap",
- "strum 0.25.0",
- "strum_macros 0.25.3",
+ "strum",
+ "strum_macros",
  "thiserror",
  "typed-builder",
  "uuid",
@@ -178,7 +178,7 @@ dependencies = [
  "chrono",
  "chrono-tz",
  "half",
- "hashbrown 0.14.1",
+ "hashbrown 0.14.2",
  "num",
 ]
 
@@ -303,7 +303,7 @@ dependencies = [
  "arrow-data",
  "arrow-schema",
  "half",
- "hashbrown 0.14.1",
+ "hashbrown 0.14.2",
 ]
 
 [[package]]
@@ -577,12 +577,12 @@ dependencies = [
 
 [[package]]
 name = "comfy-table"
-version = "7.0.1"
+version = "7.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ab77dbd8adecaf3f0db40581631b995f312a8a5ae3aa9993188bb8f23d83a5b"
+checksum = "7c64043d6c7b7a4c58e39e7efccfdea7b93d885a795d0c054a69dbbf4dd52686"
 dependencies = [
- "strum 0.24.1",
- "strum_macros 0.24.3",
+ "strum",
+ "strum_macros",
  "unicode-width",
 ]
 
@@ -641,9 +641,9 @@ dependencies = [
 
 [[package]]
 name = "cpufeatures"
-version = "0.2.9"
+version = "0.2.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a17b76ff3a4162b0b27f354a0c87015ddad39d35f9c0c36607a3bdd175dde1f1"
+checksum = "3fbc60abd742b35f2492f808e1abbb83d45f72db402e14c55057edc9c7b1e9e4"
 dependencies = [
  "libc",
 ]
@@ -707,7 +707,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "978747c1d849a7d2ee5e8adc0159961c48fb7e5db2f06af6723b80123bb53856"
 dependencies = [
  "cfg-if",
- "hashbrown 0.14.1",
+ "hashbrown 0.14.2",
  "lock_api",
  "once_cell",
  "parking_lot_core",
@@ -741,7 +741,7 @@ dependencies = [
  "futures",
  "glob",
  "half",
- "hashbrown 0.14.1",
+ "hashbrown 0.14.2",
  "indexmap 2.0.2",
  "itertools 0.11.0",
  "log",
@@ -796,7 +796,7 @@ dependencies = [
  "datafusion-common",
  "datafusion-expr",
  "futures",
- "hashbrown 0.14.1",
+ "hashbrown 0.14.2",
  "log",
  "object_store",
  "parking_lot",
@@ -816,8 +816,8 @@ dependencies = [
  "arrow-array",
  "datafusion-common",
  "sqlparser",
- "strum 0.25.0",
- "strum_macros 0.25.3",
+ "strum",
+ "strum_macros",
 ]
 
 [[package]]
@@ -832,7 +832,7 @@ dependencies = [
  "datafusion-common",
  "datafusion-expr",
  "datafusion-physical-expr",
- "hashbrown 0.14.1",
+ "hashbrown 0.14.2",
  "itertools 0.11.0",
  "log",
  "regex-syntax 0.7.5",
@@ -856,7 +856,7 @@ dependencies = [
  "datafusion-common",
  "datafusion-expr",
  "half",
- "hashbrown 0.14.1",
+ "hashbrown 0.14.2",
  "hex",
  "indexmap 2.0.2",
  "itertools 0.11.0",
@@ -891,7 +891,7 @@ dependencies = [
  "datafusion-physical-expr",
  "futures",
  "half",
- "hashbrown 0.14.1",
+ "hashbrown 0.14.2",
  "indexmap 2.0.2",
  "itertools 0.11.0",
  "log",
@@ -1244,9 +1244,9 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.14.1"
+version = "0.14.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7dfda62a12f55daeae5015f81b0baea145391cb4520f86c248fc615d72640d12"
+checksum = "f93e7192158dbcda357bdec5fb5788eebf8bbac027f3f33e719d29135ae84156"
 dependencies = [
  "ahash",
  "allocator-api2",
@@ -1336,7 +1336,7 @@ dependencies = [
  "httpdate",
  "itoa",
  "pin-project-lite",
- "socket2 0.4.9",
+ "socket2 0.4.10",
  "tokio",
  "tower-service",
  "tracing",
@@ -1407,7 +1407,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8adf3ddd720272c6ea8bf59463c04e0f93d0bbf7c5439b691bca2987e0270897"
 dependencies = [
  "equivalent",
- "hashbrown 0.14.1",
+ "hashbrown 0.14.2",
 ]
 
 [[package]]
@@ -1618,9 +1618,9 @@ checksum = "da2479e8c062e40bf0066ffa0bc823de0a9368974af99c9f6df941d2c231e03f"
 
 [[package]]
 name = "lock_api"
-version = "0.4.10"
+version = "0.4.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1cc9717a20b1bb222f333e6a92fd32f7d8a18ddc5a3191a11af45dcbf4dcd16"
+checksum = "3c168f8615b12bc01f9c17e2eb0cc07dcae1940121185446edc3744920e8ef45"
 dependencies = [
  "autocfg",
  "scopeguard",
@@ -1882,13 +1882,13 @@ dependencies = [
 
 [[package]]
 name = "parking_lot_core"
-version = "0.9.8"
+version = "0.9.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "93f00c865fe7cabf650081affecd3871070f26767e7b2070a3ffae14c654b447"
+checksum = "4c42a9226546d68acdd9c0a280d17ce19bfe27a46bf68784e4066115788d008e"
 dependencies = [
  "cfg-if",
  "libc",
- "redox_syscall",
+ "redox_syscall 0.4.1",
  "smallvec",
  "windows-targets",
 ]
@@ -1913,7 +1913,7 @@ dependencies = [
  "chrono",
  "flate2",
  "futures",
- "hashbrown 0.14.1",
+ "hashbrown 0.14.2",
  "lz4",
  "num",
  "num-bigint",
@@ -2240,6 +2240,15 @@ dependencies = [
  "bitflags 1.3.2",
 ]
 
+[[package]]
+name = "redox_syscall"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4722d768eff46b75989dd134e5c353f0d6296e5aaa3132e776cbdb56be7731aa"
+dependencies = [
+ "bitflags 1.3.2",
+]
+
 [[package]]
 name = "regex"
 version = "1.10.2"
@@ -2371,9 +2380,9 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "0.38.19"
+version = "0.38.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "745ecfa778e66b2b63c88a61cb36e0eea109e803b0b86bf9879fbc77c70e86ed"
+checksum = "67ce50cb2e16c2903e30d1cbccfd8387a74b9d4c938b6a4c5ec6cc7556f7a8a0"
 dependencies = [
  "bitflags 2.4.1",
  "errno",
@@ -2627,9 +2636,9 @@ checksum = "5e9f0ab6ef7eb7353d9119c170a436d1bf248eea575ac42d19d12f4e34130831"
 
 [[package]]
 name = "socket2"
-version = "0.4.9"
+version = "0.4.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64a4a911eed85daf18834cfaa86a79b7d266ff93ff5ba14005426219480ed662"
+checksum = "9f7916fc008ca5542385b89a3d3ce689953c143e9304a9bf8beec1de48994c0d"
 dependencies = [
  "libc",
  "winapi",
@@ -2637,9 +2646,9 @@ dependencies = [
 
 [[package]]
 name = "socket2"
-version = "0.5.4"
+version = "0.5.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4031e820eb552adee9295814c0ced9e5cf38ddf1e8b7d566d6de8e2538ea989e"
+checksum = "7b5fac59a5cb5dd637972e5fca70daf0523c9067fcdc4842f053dae04a18f8e9"
 dependencies = [
  "libc",
  "windows-sys",
@@ -2678,32 +2687,13 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f"
 
-[[package]]
-name = "strum"
-version = "0.24.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "063e6045c0e62079840579a7e47a355ae92f60eb74daaf156fb1e84ba164e63f"
-
 [[package]]
 name = "strum"
 version = "0.25.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "290d54ea6f91c969195bdbcd7442c8c2a2ba87da8bf60a7ee86a235d4bc1e125"
 dependencies = [
- "strum_macros 0.25.3",
-]
-
-[[package]]
-name = "strum_macros"
-version = "0.24.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e385be0d24f186b4ce2f9982191e7101bb737312ad61c1f2f984f34bcf85d59"
-dependencies = [
- "heck",
- "proc-macro2",
- "quote",
- "rustversion",
- "syn 1.0.109",
+ "strum_macros",
 ]
 
 [[package]]
@@ -2793,9 +2783,9 @@ dependencies = [
 
 [[package]]
 name = "target-lexicon"
-version = "0.12.11"
+version = "0.12.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d0e916b1148c8e263850e1ebcbd046f333e0683c724876bb0da63ea4373dc8a"
+checksum = "14c39fd04924ca3a864207c66fc2cd7d22d7c016007f9ce846cbb9326331930a"
 
 [[package]]
 name = "tempfile"
@@ -2805,25 +2795,25 @@ checksum = "cb94d2f3cc536af71caac6b6fcebf65860b347e7ce0cc9ebe8f70d3e521054ef"
 dependencies = [
  "cfg-if",
  "fastrand",
- "redox_syscall",
+ "redox_syscall 0.3.5",
  "rustix",
  "windows-sys",
 ]
 
 [[package]]
 name = "thiserror"
-version = "1.0.49"
+version = "1.0.50"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1177e8c6d7ede7afde3585fd2513e611227efd6481bd78d2e82ba1ce16557ed4"
+checksum = "f9a7210f5c9a7156bb50aa36aed4c95afb51df0df00713949448cf9e97d382d2"
 dependencies = [
  "thiserror-impl",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "1.0.49"
+version = "1.0.50"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "10712f02019e9288794769fba95cd6847df9874d49d871d062172f9dd41bc4cc"
+checksum = "266b2e40bc00e5a6c09c3584011e08b06f123c00362c92b975ba9843aaaa14b8"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2878,7 +2868,7 @@ dependencies = [
  "num_cpus",
  "parking_lot",
  "pin-project-lite",
- "socket2 0.5.4",
+ "socket2 0.5.5",
  "tokio-macros",
  "windows-sys",
 ]
@@ -2926,9 +2916,9 @@ checksum = "b6bc1c9ce2b5135ac7f93c72918fc37feb872bdc6a5533a8b85eb4b86bfdae52"
 
 [[package]]
 name = "tracing"
-version = "0.1.39"
+version = "0.1.40"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ee2ef2af84856a50c1d430afce2fdded0a4ec7eda868db86409b4543df0797f9"
+checksum = "c3523ab5a71916ccf420eebdf5521fcef02141234bbc0b8a49f2fdc4544364ef"
 dependencies = [
  "pin-project-lite",
  "tracing-attributes",
@@ -3105,9 +3095,9 @@ dependencies = [
 
 [[package]]
 name = "uuid"
-version = "1.4.1"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "79daa5ed5740825c40b389c5e50312b9c86df53fccd33f281df655642b43869d"
+checksum = "88ad59a7560b41a70d191093a945f0b87bc1deeda46fb237479708a1d6b6cdfc"
 dependencies = [
  "getrandom",
  "serde",