feat: global conda installation; local conda env

src/makefile/basic.mk

@@ -5,8 +5,8 @@ SERVER_USER := mmustermann
 SERVER_HOST := hyrican-1-extern
 
 ## Python Environment
-CONDA_PATH := ~/.local/opt/conda
-CONDA_ENV := ml
+CONDA_PATH := /opt/conda
+CONDA_ENV := ~/envs/ml
 PYTHON_VERSION := 3.10
 PYTHON_PACKAGES := tensorflow-cpu ipympl mypy jupyter pystan \
 	matplotlib seaborn scikit-learn openpyxl odfpy pyarrow \
@@ -28,13 +28,14 @@ REMOTE_PROJECT_DIR := ~/my_project
 REMOTE_OUTPUT_FILES := output/*
 
 ## Misc
-COPY_LINKS_AS_FILES ?= false
+COPY_LINKS_AS_FILES := false
 
 # ---
 
 LOGIN := $(SERVER_USER)@$(SERVER_HOST)
 SSH := ssh $(LOGIN)
 RSYNC := rsync --archive --compress --progress $(if $(filter true,$(COPY_LINKS_AS_FILES)),--copy-links)
+MAMBA := source $(CONDA_PATH)/etc/profile.d/conda.sh && mamba # TODO: mamba.sh
 CONDA := source $(CONDA_PATH)/etc/profile.d/conda.sh && conda
 
 .PHONY: install upload run kill log download delete
@@ -44,7 +45,7 @@ help: # list targets and usage
 
 install: # install conda environment
 	$(SSH) '\
-		$(CONDA) create -n $(CONDA_ENV) python=$(PYTHON_VERSION) $(PYTHON_PACKAGES)\
+		$(MAMBA) create -p $(CONDA_ENV) python=$(PYTHON_VERSION) $(PYTHON_PACKAGES)\
 	'
 
 upload: # upload project files from client to server
@@ -53,7 +54,7 @@ upload: # upload project files from client to server
 run: # execute main script on server
 	$(SSH) '\
 		cd $(REMOTE_PROJECT_DIR);\
-		$(CONDA) activate $(CONDA_ENV);\
+		$(CONDA) activate -p $(CONDA_ENV);\
 		python $(MAIN_SCRIPT);\
 		$(CONDA) deactivate;\
 	'