From c6cc8a30e12886c86e16caf005c564f639556aca Mon Sep 17 00:00:00 2001
From: Young <afe.young@gmail.com>
Date: Tue, 9 Jul 2024 03:42:40 +0000
Subject: [PATCH] Scaffold

---
 .../{data mining => data_mining}/README.md    |  0
 rdagent/app/data_mining/run.py                | 28 +++++++++++++++++++
 rdagent/scenarios/data_mining/__init__.py     | 14 ++++++++++
 3 files changed, 42 insertions(+)
 rename rdagent/app/{data mining => data_mining}/README.md (100%)
 create mode 100644 rdagent/app/data_mining/run.py
 create mode 100644 rdagent/scenarios/data_mining/__init__.py

diff --git a/rdagent/app/data mining/README.md b/rdagent/app/data_mining/README.md
similarity index 100%
rename from rdagent/app/data mining/README.md
rename to rdagent/app/data_mining/README.md
diff --git a/rdagent/app/data_mining/run.py b/rdagent/app/data_mining/run.py
new file mode 100644
index 000000000..2be32b08a
--- /dev/null
+++ b/rdagent/app/data_mining/run.py
@@ -0,0 +1,28 @@
+
+
+
+"""
+Task
+"""
+
+# rdagent/app/qlib_rd_loop/factor.py : workflow
+# you can use clas to directly pass the content  to next step
+# rdagent/components/coder/factor_coder/factor.py
+
+
+# TODO: define task
+# TODO: define implementation
+# - example rdagent/components/coder/model_coder/model.py
+#   - use `DockerEnv` to run the folder
+# TODO: Define your environment
+imp = task_gen.gen(task)
+# For implementation:
+# - rdagent/components/coder/model_coder/one_shot/__init__.py
+imp.execute()
+
+# TODO:
+# - Summarize to things that the large language can under stand.
+
+
+
+# - TODO: some steps are not used.
diff --git a/rdagent/scenarios/data_mining/__init__.py b/rdagent/scenarios/data_mining/__init__.py
new file mode 100644
index 000000000..6045242f6
--- /dev/null
+++ b/rdagent/scenarios/data_mining/__init__.py
@@ -0,0 +1,14 @@
+
+
+
+from rdagent.core.experiment import FBImplementation
+
+
+class DMImplementation(FBImplementation):
+    # inject code:
+    def prepare(self, *args, **kwargs):
+        # create the folder and input necessary dependencies
+        ...
+
+    def execute(self, *args, **kwargs):
+        # run code & data in the folder