diff --git a/butterfree/_cli/migrate.py b/butterfree/_cli/migrate.py
index f3c533d7..42b3fb4a 100644
--- a/butterfree/_cli/migrate.py
+++ b/butterfree/_cli/migrate.py
@@ -1,3 +1,4 @@
+import datetime
 import importlib
 import inspect
 import os
@@ -5,13 +6,13 @@
 import sys
 from typing import Set
 
+import boto3
 import setuptools
 import typer
+from botocore.exceptions import ClientError
 
-from butterfree.clients import SparkClient
 from butterfree.configs import environment
 from butterfree.configs.logger import __logger
-from butterfree.extract.readers import FileReader
 from butterfree.migrations.database_migration import ALLOWED_DATABASE
 from butterfree.pipelines import FeatureSetPipeline
 
@@ -106,30 +107,34 @@ class Migrate:
         pipelines: list of Feature Set Pipelines to use to migration.
     """
 
-    def __init__(
-        self, pipelines: Set[FeatureSetPipeline], spark_client: SparkClient = None
-    ) -> None:
+    def __init__(self, pipelines: Set[FeatureSetPipeline],) -> None:
         self.pipelines = pipelines
-        self.spark_client = spark_client or SparkClient()
 
     def _send_logs_to_s3(self, file_local: bool) -> None:
         """Send all migration logs to S3."""
-        log_path = "../logging.json"
-
-        file_reader = FileReader(id="name", path=log_path, format="json")
-        df = file_reader.consume(self.spark_client)
-
-        path = environment.get_variable("FEATURE_STORE_S3_BUCKET")
-
-        self.spark_client.write_dataframe(
-            dataframe=df,
-            format_="json",
-            mode="append",
-            **{"path": f"s3a://{path}/logging"},
+        s3_client = boto3.client("s3")
+
+        file_name = "../logging.json"
+        timestamp = datetime.datetime.now()
+        object_name = (
+            f"logs/migrate/"
+            f"{timestamp.strftime('%Y-%m-%d')}"
+            f"/logging-{timestamp.strftime('%H:%M:%S')}.json"
         )
+        bucket = environment.get_variable("FEATURE_STORE_S3_BUCKET")
+
+        try:
+            s3_client.upload_file(
+                file_name,
+                bucket,
+                object_name,
+                ExtraArgs={"ACL": "bucket-owner-full-control"},
+            )
+        except ClientError:
+            raise
 
-        if not file_local and os.path.exists(log_path):
-            os.remove(log_path)
+        if not file_local and os.path.exists(file_name):
+            os.remove(file_name)
 
     def run(self, generate_logs: bool = False) -> None:
         """Construct and apply the migrations."""
diff --git a/requirements.txt b/requirements.txt
index 82a99d7f..9548edb3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,4 +5,5 @@ parameters-validation>=1.1.5,<2.0
 pyspark==3.*
 typer>=0.3,<0.4
 setuptools>=41,<42
-typing-extensions==3.7.4.3
\ No newline at end of file
+typing-extensions==3.7.4.3
+boto3==1.17.*
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 5122a831..348e5f98 100644
--- a/setup.py
+++ b/setup.py
@@ -1,7 +1,7 @@
 from setuptools import find_packages, setup
 
 __package_name__ = "butterfree"
-__version__ = "1.2.0.dev7"
+__version__ = "1.2.0.dev8"
 __repository_url__ = "https://github.com/quintoandar/butterfree"
 
 with open("requirements.txt") as f: