postgresml · SilasMarvin · Jun 6, 2024
diff --git a/pgml-extension/src/bindings/transformers/mod.rs b/pgml-extension/src/bindings/transformers/mod.rs
@@ -434,54 +434,65 @@ pub fn load_dataset(
     Spi::run(&format!(r#"CREATE TABLE {table_name} ({column_types})"#))?;
     let insert = format!(r#"INSERT INTO {table_name} ({column_names}) VALUES ({column_placeholders})"#);
     for i in 0..num_rows {
+        let mut skip = false;
         let mut row = Vec::with_capacity(num_cols);
         for (name, values) in data {
             let value = values
                 .as_array()
                 .ok_or_else(|| anyhow!("expected {values} to be an array"))?
                 .get(i)
                 .ok_or_else(|| anyhow!("invalid index {i} for {values}"))?;
-            match types
+            let (ty, datum) = match types
                 .get(name)
                 .ok_or_else(|| anyhow!("{types:?} expected to have key {name}"))?
                 .as_str()
                 .ok_or_else(|| anyhow!("json field {name} expected to be string"))?
             {
-                "string" => row.push((
+                "string" => (
                     PgBuiltInOids::TEXTOID.oid(),
                     value
                         .as_str()
-                        .ok_or_else(|| anyhow!("expected {value} to be string"))?
-                        .into_datum(),
-                )),
-                "dict" | "list" => row.push((PgBuiltInOids::JSONBOID.oid(), JsonB(value.clone()).into_datum())),
-                "int64" | "int32" | "int16" => row.push((
+                        .map(IntoDatum::into_datum)
+                        .ok_or_else(|| anyhow!("expected column {name} with {value} to be string")),
+                ),
+                "dict" | "list" => (PgBuiltInOids::JSONBOID.oid(), Ok(JsonB(value.clone()).into_datum())),
+                "int64" | "int32" | "int16" => (
                     PgBuiltInOids::INT8OID.oid(),
                     value
                         .as_i64()
-                        .ok_or_else(|| anyhow!("expected {value} to be i64"))?
-                        .into_datum(),
-                )),
-                "float64" | "float32" | "float16" => row.push((
+                        .map(IntoDatum::into_datum)
+                        .ok_or_else(|| anyhow!("expected column {name} with {value} to be i64")),
+                ),
+                "float64" | "float32" | "float16" => (
                     PgBuiltInOids::FLOAT8OID.oid(),
                     value
                         .as_f64()
-                        .ok_or_else(|| anyhow!("expected {value} to be f64"))?
-                        .into_datum(),
-                )),
-                "bool" => row.push((
+                        .map(IntoDatum::into_datum)
+                        .ok_or_else(|| anyhow!("expected column {name} with {value} to be f64")),
+                ),
+                "bool" => (
                     PgBuiltInOids::BOOLOID.oid(),
                     value
                         .as_bool()
-                        .ok_or_else(|| anyhow!("expected {value} to be bool"))?
-                        .into_datum(),
-                )),
+                        .map(IntoDatum::into_datum)
+                        .ok_or_else(|| anyhow!("expected column {name} with {value} to be bool")),
+                ),
                 type_ => {
                     bail!("unhandled dataset value type while reading dataset: {value:?} {type_:?}")
                 }
+            };
+            match datum {
+                Ok(datum) => row.push((ty, datum)),
+                Err(e) => {
+                    warning!("failed to convert dataset value to datum while reading dataset: {e}");
+                    skip = true;
+                    break;
+                }
             }
         }
-        Spi::run_with_args(&insert, Some(row))?
+        if !skip {
+            Spi::run_with_args(&insert, Some(row))?
+        }
     }
 
     Ok(num_rows)