diff --git a/datafusion-cli/Cargo.lock b/datafusion-cli/Cargo.lock
index decca7346a3ee..b0ece3f922edb 100644
--- a/datafusion-cli/Cargo.lock
+++ b/datafusion-cli/Cargo.lock
@@ -57,16 +57,18 @@ checksum = "8da52d66c7071e2e3fa2a1e5c6d088fec47b593032b254f5e980de8ea54454d6"
 
 [[package]]
 name = "arrow"
-version = "16.0.0"
+version = "18.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1cdc4456252b8108b914f41450a754d23b8d21299322f24f81fc46a834fa0293"
+checksum = "a5f89d2bc04fa746ee395d20c4cbfa508e4cce5c00bae816f0fae434fcfb9853"
 dependencies = [
+ "ahash",
  "bitflags",
  "chrono",
  "comfy-table",
  "csv",
  "flatbuffers",
  "half",
+ "hashbrown",
  "hex",
  "indexmap",
  "lazy_static",
@@ -343,14 +345,14 @@ dependencies = [
 
 [[package]]
 name = "datafusion"
-version = "9.0.0"
+version = "10.0.0"
 dependencies = [
  "ahash",
  "arrow",
  "async-trait",
+ "bytes",
  "chrono",
  "datafusion-common",
- "datafusion-data-access",
  "datafusion-expr",
  "datafusion-optimizer",
  "datafusion-physical-expr",
@@ -358,11 +360,12 @@ dependencies = [
  "datafusion-sql",
  "futures",
  "glob",
- "hashbrown 0.12.1",
+ "hashbrown",
  "itertools",
  "lazy_static",
  "log",
  "num_cpus",
+ "object_store",
  "ordered-float 3.0.0",
  "parking_lot",
  "parquet",
@@ -380,7 +383,7 @@ dependencies = [
 
 [[package]]
 name = "datafusion-cli"
-version = "9.0.0"
+version = "10.0.0"
 dependencies = [
  "arrow",
  "clap",
@@ -394,29 +397,18 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "9.0.0"
+version = "10.0.0"
 dependencies = [
  "arrow",
+ "object_store",
  "ordered-float 3.0.0",
  "parquet",
  "sqlparser",
 ]
 
-[[package]]
-name = "datafusion-data-access"
-version = "9.0.0"
-dependencies = [
- "async-trait",
- "chrono",
- "futures",
- "parking_lot",
- "tempfile",
- "tokio",
-]
-
 [[package]]
 name = "datafusion-expr"
-version = "9.0.0"
+version = "10.0.0"
 dependencies = [
  "ahash",
  "arrow",
@@ -426,7 +418,7 @@ dependencies = [
 
 [[package]]
 name = "datafusion-optimizer"
-version = "9.0.0"
+version = "10.0.0"
 dependencies = [
  "arrow",
  "async-trait",
@@ -434,13 +426,13 @@ dependencies = [
  "datafusion-common",
  "datafusion-expr",
  "datafusion-physical-expr",
- "hashbrown 0.12.1",
+ "hashbrown",
  "log",
 ]
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "9.0.0"
+version = "10.0.0"
 dependencies = [
  "ahash",
  "arrow",
@@ -450,7 +442,7 @@ dependencies = [
  "datafusion-common",
  "datafusion-expr",
  "datafusion-row",
- "hashbrown 0.12.1",
+ "hashbrown",
  "lazy_static",
  "md-5",
  "ordered-float 3.0.0",
@@ -463,7 +455,7 @@ dependencies = [
 
 [[package]]
 name = "datafusion-row"
-version = "9.0.0"
+version = "10.0.0"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -473,13 +465,13 @@ dependencies = [
 
 [[package]]
 name = "datafusion-sql"
-version = "9.0.0"
+version = "10.0.0"
 dependencies = [
  "ahash",
  "arrow",
  "datafusion-common",
  "datafusion-expr",
- "hashbrown 0.12.1",
+ "hashbrown",
  "sqlparser",
  "tokio",
 ]
@@ -536,6 +528,12 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "doc-comment"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fea41bba32d969b513997752735605054bc0dfa92b4c56bf1189f2e174be7a10"
+
 [[package]]
 name = "either"
 version = "1.6.1"
@@ -761,15 +759,9 @@ checksum = "9b919933a397b79c37e33b77bb2aa3dc8eb6e165ad809e58ff75bc7db2e34574"
 
 [[package]]
 name = "half"
-version = "1.8.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eabb4a44450da02c90444cf74558da904edde8fb4e9035a9a6a4e15445af0bd7"
-
-[[package]]
-name = "hashbrown"
-version = "0.11.2"
+version = "2.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab5ef0d4909ef3724cc8cce6ccc8572c5c817592e9285f5464f8e86f8bd3726e"
+checksum = "c207b0ee023c7fce79daf01828163aaf53a1ddd0be8b1ef9541da7d41f6fa63a"
 
 [[package]]
 name = "hashbrown"
@@ -820,12 +812,12 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "1.8.2"
+version = "1.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6012d540c5baa3589337a98ce73408de9b5a25ec9fc2c6fd6be8f0d39e0ca5a"
+checksum = "10a35a97730320ffe8e2d410b5d3b69279b98d2c14bdb8b70ea89ecf7888d41e"
 dependencies = [
  "autocfg",
- "hashbrown 0.11.2",
+ "hashbrown",
 ]
 
 [[package]]
@@ -1185,6 +1177,25 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "object_store"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "857af043f5d9f36ed4f71815857f79b841412dda1cf0ca5a29608874f6f038e2"
+dependencies = [
+ "async-trait",
+ "bytes",
+ "chrono",
+ "futures",
+ "itertools",
+ "percent-encoding",
+ "snafu",
+ "tokio",
+ "tracing",
+ "url",
+ "walkdir",
+]
+
 [[package]]
 name = "once_cell"
 version = "1.12.0"
@@ -1240,9 +1251,9 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "16.0.0"
+version = "18.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f11444503e702853d52a612828e238a8d0072f85f9a0427b5e2009da4ce61594"
+checksum = "65f61759af307fad711e7656c705218402a8a79b776c893c20fef96e8ffd2a7d"
 dependencies = [
  "arrow",
  "base64",
@@ -1251,6 +1262,7 @@ dependencies = [
  "bytes",
  "chrono",
  "flate2",
+ "futures",
  "lz4",
  "num",
  "num-bigint",
@@ -1258,6 +1270,7 @@ dependencies = [
  "rand",
  "snap",
  "thrift",
+ "tokio",
  "zstd",
 ]
 
@@ -1484,6 +1497,15 @@ version = "1.0.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f3f6f92acf49d1b98f7a81226834412ada05458b7364277387724a237f062695"
 
+[[package]]
+name = "same-file"
+version = "1.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "93fc1dc3aaa9bfed95e02e6eadabb4baf7e3078b0bd1b4d7b6b0b68378900502"
+dependencies = [
+ "winapi-util",
+]
+
 [[package]]
 name = "scopeguard"
 version = "1.1.0"
@@ -1542,6 +1564,28 @@ version = "1.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f2dd574626839106c320a323308629dcb1acfc96e32a8cba364ddc61ac23ee83"
 
+[[package]]
+name = "snafu"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5177903bf45656592d9eb5c0e22f408fc023aae51dbe2088889b71633ba451f2"
+dependencies = [
+ "doc-comment",
+ "snafu-derive",
+]
+
+[[package]]
+name = "snafu-derive"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "410b26ed97440d90ced3e2488c868d56a86e2064f5d7d6f417909b286afe25e5"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
 [[package]]
 name = "snap"
 version = "1.0.5"
@@ -1703,6 +1747,8 @@ version = "1.19.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c51a52ed6686dd62c320f9b89299e9dfb46f730c7a48e635c19f21d116cb1439"
 dependencies = [
+ "bytes",
+ "memchr",
  "num_cpus",
  "once_cell",
  "parking_lot",
@@ -1732,6 +1778,38 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "tracing"
+version = "0.1.35"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a400e31aa60b9d44a52a8ee0343b5b18566b03a8321e0d321f695cf56e940160"
+dependencies = [
+ "cfg-if",
+ "pin-project-lite",
+ "tracing-attributes",
+ "tracing-core",
+]
+
+[[package]]
+name = "tracing-attributes"
+version = "0.1.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "11c75893af559bc8e10716548bdef5cb2b983f8e637db9d0e15126b61b484ee2"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "tracing-core"
+version = "0.1.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7b7358be39f2f274f322d2aaed611acc57f382e8eb1e5b48cb9ae30933495ce7"
+dependencies = [
+ "once_cell",
+]
+
 [[package]]
 name = "typenum"
 version = "1.15.0"
@@ -1804,6 +1882,17 @@ version = "0.9.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "49874b5167b65d7193b8aba1567f5c7d93d001cafc34600cee003eda787e483f"
 
+[[package]]
+name = "walkdir"
+version = "2.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "808cf2735cd4b6866113f648b791c6adc5714537bc222d9347bb203386ffda56"
+dependencies = [
+ "same-file",
+ "winapi",
+ "winapi-util",
+]
+
 [[package]]
 name = "wasi"
 version = "0.10.2+wasi-snapshot-preview1"
diff --git a/dev/release/README.md b/dev/release/README.md
index 137e46a912655..222f5f3432e3c 100644
--- a/dev/release/README.md
+++ b/dev/release/README.md
@@ -277,7 +277,6 @@ of the following crates:
 - [datafusion](https://crates.io/crates/datafusion)
 - [datafusion-cli](https://crates.io/crates/datafusion-cli)
 - [datafusion-common](https://crates.io/crates/datafusion-common)
-- [datafusion-data-access](https://crates.io/crates/datafusion-data-access)
 - [datafusion-expr](https://crates.io/crates/datafusion-expr)
 - [datafusion-jit](https://crates.io/crates/datafusion-jit)
 - [datafusion-physical-expr](https://crates.io/crates/datafusion-physical-expr)
@@ -299,7 +298,6 @@ dot -Tsvg dev/release/crate-deps.dot > dev/release/crate-deps.svg
 ```
 
 ```shell
-(cd datafusion/data-access && cargo publish)
 (cd datafusion/common && cargo publish)
 (cd datafusion/expr && cargo publish)
 (cd datafusion/sql && cargo publish)
@@ -345,7 +343,6 @@ We have published new versions of DataFusion to crates.io:
 https://crates.io/crates/datafusion/8.0.0
 https://crates.io/crates/datafusion-cli/8.0.0
 https://crates.io/crates/datafusion-common/8.0.0
-https://crates.io/crates/datafusion-data-access/8.0.0
 https://crates.io/crates/datafusion-expr/8.0.0
 https://crates.io/crates/datafusion-jit/8.0.0
 https://crates.io/crates/datafusion-optimizer/8.0.0
diff --git a/dev/release/crate-deps.dot b/dev/release/crate-deps.dot
index 1a3cbbc6fba73..e01525ae8bace 100644
--- a/dev/release/crate-deps.dot
+++ b/dev/release/crate-deps.dot
@@ -19,8 +19,6 @@ digraph G {
 
     datafusion_common
 
-    datafusion_data_access
-
 	datafusion_expr -> datafusion_common
 
 	datafusion_sql -> datafusion_common
@@ -39,7 +37,6 @@ digraph G {
     datafusion_row -> datafusion_jit
 
 	datafusion -> datafusion_common
-	datafusion -> datafusion_data_access
 	datafusion -> datafusion_expr
 	datafusion -> datafusion_jit
 	datafusion -> datafusion_optimizer
diff --git a/dev/release/crate-deps.svg b/dev/release/crate-deps.svg
index 3a5e90365b21b..045aad42edabb 100644
--- a/dev/release/crate-deps.svg
+++ b/dev/release/crate-deps.svg
@@ -4,25 +4,19 @@
 <!-- Generated by graphviz version 2.43.0 (0)
  -->
 <!-- Title: G Pages: 1 -->
-<svg width="1205pt" height="404pt"
- viewBox="0.00 0.00 1205.28 404.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<svg width="903pt" height="404pt"
+ viewBox="0.00 0.00 903.40 404.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
 <g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 400)">
 <title>G</title>
-<polygon fill="white" stroke="transparent" points="-4,4 -4,-400 1201.28,-400 1201.28,4 -4,4"/>
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-400 899.4,-400 899.4,4 -4,4"/>
 <!-- datafusion_common -->
 <g id="node1" class="node">
 <title>datafusion_common</title>
 <ellipse fill="none" stroke="black" cx="573.34" cy="-18" rx="102.88" ry="18"/>
 <text text-anchor="middle" x="573.34" y="-14.3" font-family="Times,serif" font-size="14.00">datafusion_common</text>
 </g>
-<!-- datafusion_data_access -->
-<g id="node2" class="node">
-<title>datafusion_data_access</title>
-<ellipse fill="none" stroke="black" cx="1078.34" cy="-234" rx="118.88" ry="18"/>
-<text text-anchor="middle" x="1078.34" y="-230.3" font-family="Times,serif" font-size="14.00">datafusion_data_access</text>
-</g>
 <!-- datafusion_expr -->
-<g id="node3" class="node">
+<g id="node2" class="node">
 <title>datafusion_expr</title>
 <ellipse fill="none" stroke="black" cx="444.34" cy="-90" rx="85.29" ry="18"/>
 <text text-anchor="middle" x="444.34" y="-86.3" font-family="Times,serif" font-size="14.00">datafusion_expr</text>
@@ -34,7 +28,7 @@
 <polygon fill="black" stroke="black" points="536.32,-43.07 543.44,-35.23 532.98,-36.92 536.32,-43.07"/>
 </g>
 <!-- datafusion_sql -->
-<g id="node4" class="node">
+<g id="node3" class="node">
 <title>datafusion_sql</title>
 <ellipse fill="none" stroke="black" cx="77.34" cy="-162" rx="77.19" ry="18"/>
 <text text-anchor="middle" x="77.34" y="-158.3" font-family="Times,serif" font-size="14.00">datafusion_sql</text>
@@ -52,7 +46,7 @@
 <polygon fill="black" stroke="black" points="373.46,-107.75 382.64,-102.48 372.17,-100.87 373.46,-107.75"/>
 </g>
 <!-- datafusion_optimizer -->
-<g id="node5" class="node">
+<g id="node4" class="node">
 <title>datafusion_optimizer</title>
 <ellipse fill="none" stroke="black" cx="281.34" cy="-162" rx="108.58" ry="18"/>
 <text text-anchor="middle" x="281.34" y="-158.3" font-family="Times,serif" font-size="14.00">datafusion_optimizer</text>
@@ -70,7 +64,7 @@
 <polygon fill="black" stroke="black" points="400.71,-113.55 408.52,-106.38 397.95,-107.11 400.71,-113.55"/>
 </g>
 <!-- datafusion_physical_expr -->
-<g id="node6" class="node">
+<g id="node5" class="node">
 <title>datafusion_physical_expr</title>
 <ellipse fill="none" stroke="black" cx="573.34" cy="-162" rx="127.28" ry="18"/>
 <text text-anchor="middle" x="573.34" y="-158.3" font-family="Times,serif" font-size="14.00">datafusion_physical_expr</text>
@@ -88,7 +82,7 @@
 <polygon fill="black" stroke="black" points="484.27,-108.68 473.81,-106.99 480.93,-114.83 484.27,-108.68"/>
 </g>
 <!-- datafusion_jit -->
-<g id="node7" class="node">
+<g id="node6" class="node">
 <title>datafusion_jit</title>
 <ellipse fill="none" stroke="black" cx="792.34" cy="-162" rx="73.39" ry="18"/>
 <text text-anchor="middle" x="792.34" y="-158.3" font-family="Times,serif" font-size="14.00">datafusion_jit</text>
@@ -106,7 +100,7 @@
 <polygon fill="black" stroke="black" points="514.58,-101.39 504.09,-102.87 513.21,-108.25 514.58,-101.39"/>
 </g>
 <!-- datafusion_row -->
-<g id="node8" class="node">
+<g id="node7" class="node">
 <title>datafusion_row</title>
 <ellipse fill="none" stroke="black" cx="792.34" cy="-234" rx="81.49" ry="18"/>
 <text text-anchor="middle" x="792.34" y="-230.3" font-family="Times,serif" font-size="14.00">datafusion_row</text>
@@ -124,82 +118,76 @@
 <polygon fill="black" stroke="black" points="795.84,-190.1 792.34,-180.1 788.84,-190.1 795.84,-190.1"/>
 </g>
 <!-- datafusion -->
-<g id="node9" class="node">
+<g id="node8" class="node">
 <title>datafusion</title>
-<ellipse fill="none" stroke="black" cx="628.34" cy="-306" rx="59.59" ry="18"/>
-<text text-anchor="middle" x="628.34" y="-302.3" font-family="Times,serif" font-size="14.00">datafusion</text>
+<ellipse fill="none" stroke="black" cx="573.34" cy="-306" rx="59.59" ry="18"/>
+<text text-anchor="middle" x="573.34" y="-302.3" font-family="Times,serif" font-size="14.00">datafusion</text>
 </g>
 <!-- datafusion&#45;&gt;datafusion_common -->
 <g id="edge12" class="edge">
 <title>datafusion&#45;&gt;datafusion_common</title>
-<path fill="none" stroke="black" d="M685.64,-300.6C752.16,-294.25 856.12,-280.06 882.34,-252 915.26,-216.78 909.12,-189.19 892.34,-144 862.22,-62.85 763.26,-33.57 683.46,-23.41"/>
-<polygon fill="black" stroke="black" points="683.68,-19.91 673.33,-22.21 682.85,-26.86 683.68,-19.91"/>
-</g>
-<!-- datafusion&#45;&gt;datafusion_data_access -->
-<g id="edge13" class="edge">
-<title>datafusion&#45;&gt;datafusion_data_access</title>
-<path fill="none" stroke="black" d="M680.4,-296.9C755.74,-285.18 896.22,-263.33 988.5,-248.98"/>
-<polygon fill="black" stroke="black" points="989.05,-252.43 998.39,-247.44 987.97,-245.52 989.05,-252.43"/>
+<path fill="none" stroke="black" d="M632.53,-302.93C712.42,-298.83 848.64,-286.8 882.34,-252 904.82,-228.79 890.12,-212.23 892.34,-180 893.45,-164.04 897.91,-159 892.34,-144 877.65,-104.41 866.74,-93.41 830.34,-72 785.25,-45.48 728.9,-32.09 680.47,-25.38"/>
+<polygon fill="black" stroke="black" points="680.63,-21.87 670.26,-24.05 679.72,-28.81 680.63,-21.87"/>
 </g>
 <!-- datafusion&#45;&gt;datafusion_expr -->
-<g id="edge14" class="edge">
+<g id="edge13" class="edge">
 <title>datafusion&#45;&gt;datafusion_expr</title>
-<path fill="none" stroke="black" d="M589.01,-292.22C543.1,-274.94 469.38,-239.26 437.34,-180 427.08,-161.02 430.05,-136.36 434.9,-117.81"/>
-<polygon fill="black" stroke="black" points="438.26,-118.8 437.71,-108.21 431.54,-116.83 438.26,-118.8"/>
+<path fill="none" stroke="black" d="M546.19,-289.77C513.29,-269.57 459.52,-230.5 437.34,-180 428.76,-160.45 431.44,-136.18 435.75,-117.92"/>
+<polygon fill="black" stroke="black" points="439.14,-118.77 438.32,-108.2 432.38,-116.97 439.14,-118.77"/>
 </g>
 <!-- datafusion&#45;&gt;datafusion_sql -->
-<g id="edge19" class="edge">
+<g id="edge18" class="edge">
 <title>datafusion&#45;&gt;datafusion_sql</title>
-<path fill="none" stroke="black" d="M575.79,-297.41C518.42,-288.61 424.1,-272.63 344.34,-252 266.41,-231.84 178.21,-200.77 125.23,-181.18"/>
-<polygon fill="black" stroke="black" points="126.35,-177.86 115.76,-177.66 123.91,-184.42 126.35,-177.86"/>
+<path fill="none" stroke="black" d="M525.2,-295.24C478.63,-285.47 406.21,-269.43 344.34,-252 267.53,-230.36 180.04,-200.1 126.77,-181.04"/>
+<polygon fill="black" stroke="black" points="127.83,-177.7 117.24,-177.61 125.46,-184.28 127.83,-177.7"/>
 </g>
 <!-- datafusion&#45;&gt;datafusion_optimizer -->
-<g id="edge16" class="edge">
+<g id="edge15" class="edge">
 <title>datafusion&#45;&gt;datafusion_optimizer</title>
-<path fill="none" stroke="black" d="M573.9,-298.24C527.28,-291.05 459.21,-277.12 404.34,-252 367.9,-235.31 331.35,-207.05 307.68,-186.85"/>
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diff --git a/dev/update_datafusion_versions.py b/dev/update_datafusion_versions.py
index 33bde5e9e3c85..d85dbb8f0b0dd 100755
--- a/dev/update_datafusion_versions.py
+++ b/dev/update_datafusion_versions.py
@@ -32,7 +32,6 @@
     'datafusion': 'datafusion/core/Cargo.toml',
     'datafusion-cli': 'datafusion-cli/Cargo.toml',
     'datafusion-common': 'datafusion/common/Cargo.toml',
-    'datafusion-data-access': 'datafusion/data-access/Cargo.toml',
     'datafusion-expr': 'datafusion/expr/Cargo.toml',
     'datafusion-jit': 'datafusion/jit/Cargo.toml',
     'datafusion-optimizer': 'datafusion/optimizer/Cargo.toml',