diff --git a/dvc/dependency/base.py b/dvc/dependency/base.py
index 6151790b6..a1224ac7a 100644
--- a/dvc/dependency/base.py
+++ b/dvc/dependency/base.py
@@ -20,10 +20,11 @@ class DependencyBase(object):
 
     PARAM_PATH = 'path'
 
-    def __init__(self, stage, path):
+    def __init__(self, stage, path, info=None):
         self.stage = stage
         self.project = stage.project
         self.url = path
+        self.info = info
 
     def __repr__(self):
         return "{class_name}: '{url}'".format(
@@ -77,7 +78,9 @@ class DependencyBase(object):
         raise NotImplementedError
 
     def dumpd(self):
-        return {self.PARAM_PATH: self.url}
+        ret = self.info.copy()
+        ret[self.PARAM_PATH] = self.url
+        return ret
 
     def download(self, to_info):
         self.remote.download([self.path_info], [to_info])
diff --git a/dvc/dependency/gs.py b/dvc/dependency/gs.py
index 6f31f3d9e..0bcc14d70 100644
--- a/dvc/dependency/gs.py
+++ b/dvc/dependency/gs.py
@@ -13,8 +13,7 @@ class DependencyGS(DependencyS3):
     REGEX = RemoteGS.REGEX
 
     def __init__(self, stage, path, info=None, remote=None):
-        super(DependencyGS, self).__init__(stage, path)
-        self.info = info
+        super(DependencyGS, self).__init__(stage, path, info=info)
         self.remote = remote if remote else RemoteGS(stage.project, {})
         bucket = remote.bucket if remote else urlparse(path).netloc
         path = urlparse(path).path.lstrip('/')
diff --git a/dvc/dependency/hdfs.py b/dvc/dependency/hdfs.py
index 81506ba97..dc4a7c41a 100644
--- a/dvc/dependency/hdfs.py
+++ b/dvc/dependency/hdfs.py
@@ -13,8 +13,7 @@ class DependencyHDFS(DependencyBase):
     REGEX = RemoteHDFS.REGEX
 
     def __init__(self, stage, path, info=None, remote=None):
-        super(DependencyHDFS, self).__init__(stage, path)
-        self.info = info
+        super(DependencyHDFS, self).__init__(stage, path, info=info)
         self.remote = remote if remote else RemoteHDFS(stage.project, {})
         if remote:
             path = posixpath.join(remote.url, urlparse(path).path.lstrip('/'))
@@ -31,8 +30,3 @@ class DependencyHDFS(DependencyBase):
 
     def save(self):
         self.info = self.remote.save_info(self.path_info)
-
-    def dumpd(self):
-        ret = self.info
-        ret[self.PARAM_PATH] = self.path
-        return ret
diff --git a/dvc/dependency/http.py b/dvc/dependency/http.py
index a2cccf454..df2951ae9 100644
--- a/dvc/dependency/http.py
+++ b/dvc/dependency/http.py
@@ -11,9 +11,8 @@ class DependencyHTTP(DependencyBase):
     REGEX = RemoteHTTP.REGEX
 
     def __init__(self, stage, path, info=None, remote=None):
-        super(DependencyHTTP, self).__init__(stage, path)
+        super(DependencyHTTP, self).__init__(stage, path, info=info)
 
-        self.info = info
         self.remote = remote or RemoteHTTP(stage.project, {})
 
         if path.startswith('remote'):
@@ -27,11 +26,6 @@ class DependencyHTTP(DependencyBase):
     def save(self):
         self.info = self.remote.save_info(self.path_info)
 
-    def dumpd(self):
-        ret = self.info
-        ret[self.PARAM_PATH] = self.path
-        return ret
-
     def changed(self):
         if not self.exists:
             return True
diff --git a/dvc/dependency/local.py b/dvc/dependency/local.py
index ef8a09252..4ba7e9bdf 100644
--- a/dvc/dependency/local.py
+++ b/dvc/dependency/local.py
@@ -19,8 +19,7 @@ class DependencyLOCAL(DependencyBase):
     IsNotFileOrDirError = DependencyIsNotFileOrDirError
 
     def __init__(self, stage, path, info=None, remote=None):
-        super(DependencyLOCAL, self).__init__(stage, path)
-        self.info = info
+        super(DependencyLOCAL, self).__init__(stage, path, info)
         if remote is not None:
             self.remote = remote
         else:
diff --git a/dvc/dependency/s3.py b/dvc/dependency/s3.py
index d2f0c4eef..62b9330bc 100644
--- a/dvc/dependency/s3.py
+++ b/dvc/dependency/s3.py
@@ -13,8 +13,7 @@ class DependencyS3(DependencyBase):
     REGEX = RemoteS3.REGEX
 
     def __init__(self, stage, path, info=None, remote=None):
-        super(DependencyS3, self).__init__(stage, path)
-        self.info = info
+        super(DependencyS3, self).__init__(stage, path, info=info)
         self.remote = remote or RemoteS3(stage.project, {})
 
         bucket = remote.bucket if remote else urlparse(path).netloc
@@ -33,8 +32,3 @@ class DependencyS3(DependencyBase):
 
     def save(self):
         self.info = self.remote.save_info(self.path_info)
-
-    def dumpd(self):
-        ret = self.info
-        ret[self.PARAM_PATH] = self.path
-        return ret
diff --git a/dvc/dependency/ssh.py b/dvc/dependency/ssh.py
index 66a644d01..2f25a9707 100644
--- a/dvc/dependency/ssh.py
+++ b/dvc/dependency/ssh.py
@@ -13,8 +13,7 @@ class DependencySSH(DependencyBase):
     REGEX = RemoteSSH.REGEX
 
     def __init__(self, stage, path, info=None, remote=None):
-        super(DependencySSH, self).__init__(stage, path)
-        self.info = info
+        super(DependencySSH, self).__init__(stage, path, info=info)
         self.remote = remote if remote else RemoteSSH(stage.project, {})
 
         host = remote.host if remote else self.group('host')
@@ -40,8 +39,3 @@ class DependencySSH(DependencyBase):
 
     def save(self):
         self.info = self.remote.save_info(self.path_info)
-
-    def dumpd(self):
-        ret = self.info
-        ret[self.PARAM_PATH] = self.path
-        return ret