diff --git a/Cargo.toml b/Cargo.toml
index 2b436a8..4a8e313 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -26,7 +26,7 @@ aws-credential-types = "1.1"
 chrono = "0.4"
 clap = { version = "4.5", features = ["derive"] }
 datafusion = { version = "35", features = ["avro"] }
-deltalake = { version = "0.17", default-features = false, features = ["datafusion-ext", "s3"] }
+deltalake = { version = "0.17", default-features = false, features = ["datafusion-ext", "s3", "gcs"] }
 futures = "0.3"
 glob = "0.3"
 object_store = { version = "0.9", features = ["aws", "gcp"] }
diff --git a/src/main.rs b/src/main.rs
index 570cdd0..49941bb 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -22,6 +22,7 @@ use datafusion::datasource::TableProvider;
 use datafusion::prelude::*;
 use deltalake::open_table;
 use object_store::aws::{AmazonS3, AmazonS3Builder};
+use object_store::gcp::{GoogleCloudStorage, GoogleCloudStorageBuilder};
 use object_store::path::Path;
 use object_store::ObjectStore;
 use regex::Regex;
@@ -30,8 +31,6 @@ use url::Url;
 use crate::args::Args;
 
 mod args;
-mod globbing_path;
-mod globbing_table;
 mod object_store_util;
 
 #[tokio::main]
@@ -73,6 +72,20 @@ async fn main() -> Result<()> {
         data_path
     };
 
+    let data_path = if data_path.starts_with("gs://") || data_path.starts_with("gcs://") {
+        let gcs_url = Url::parse(&data_path)
+            .map_err(|e| DataFusionError::Execution(format!("Failed to parse url, {e}")))?;
+        let gcs = build_gcs(&gcs_url).await?;
+        let gcs_arc = Arc::new(gcs);
+        ctx.runtime_env().register_object_store(&gcs_url, gcs_arc);
+
+        deltalake::gcp::register_handlers(None);
+
+        data_path
+    } else {
+        data_path
+    };
+
     let table: Arc<dyn TableProvider> = if let Ok(mut delta_table) = open_table(&data_path).await {
         if let Some(at) = args.at {
             delta_table.load_with_datetime(at).await?;
@@ -380,3 +393,17 @@ async fn build_s3(url: &Url, sdk_config: &SdkConfig) -> Result<AmazonS3> {
 
     Ok(s3)
 }
+
+async fn build_gcs(gcs_url: &Url) -> Result<GoogleCloudStorage> {
+    let google_application_credentials = env::var("GOOGLE_APPLICATION_CREDENTIALS")
+        .map_err(|e| DataFusionError::External(Box::new(e)))?;
+
+    let bucket_name = gcs_url.host_str().unwrap();
+
+    let gcs_builder = GoogleCloudStorageBuilder::new();
+    let gcs_builder = gcs_builder.with_bucket_name(bucket_name);
+    let gcs_builder = gcs_builder.with_service_account_path(google_application_credentials);
+    let gcs = gcs_builder.build()?;
+
+    Ok(gcs)
+}