'''Copyright The Microsoft DeepSpeed Team'''

from deepspeed.monitor.tensorboard import TensorBoardMonitor
from deepspeed.monitor.wandb import WandbMonitor
from deepspeed.monitor.csv_monitor import csvMonitor
from deepspeed.monitor.config import DeepSpeedMonitorConfig

from unit.common import DistributedTest
from deepspeed.runtime.config import DeepSpeedConfig


class TestTensorBoard(DistributedTest):
    world_size = 2

    def test_tensorboard(self):
        config_dict = {
            "train_batch_size": 2,
            "tensorboard": {
                "enabled": True,
                "output_path": "test_output/ds_logs/",
                "job_name": "test"
            }
        }
        ds_config = DeepSpeedConfig(config_dict)
        tb_monitor = TensorBoardMonitor(ds_config.monitor_config.tensorboard)
        assert tb_monitor.enabled == True
        assert tb_monitor.output_path == "test_output/ds_logs/"
        assert tb_monitor.job_name == "test"

    def test_empty_tensorboard(self):
        config_dict = {"train_batch_size": 2, "tensorboard": {}}
        ds_config = DeepSpeedConfig(config_dict)
        tb_monitor = TensorBoardMonitor(ds_config.monitor_config.tensorboard)
        defaults = DeepSpeedMonitorConfig().tensorboard
        assert tb_monitor.enabled == defaults.enabled
        assert tb_monitor.output_path == defaults.output_path
        assert tb_monitor.job_name == defaults.job_name


class TestWandB(DistributedTest):
    world_size = 2

    def test_wandb(self):
        config_dict = {
            "train_batch_size": 2,
            "wandb": {
                "enabled": False,
                "group": "my_group",
                "team": "my_team",
                "project": "my_project"
            }
        }
        ds_config = DeepSpeedConfig(config_dict)
        wandb_monitor = WandbMonitor(ds_config.monitor_config.wandb)
        assert wandb_monitor.enabled == False
        assert wandb_monitor.group == "my_group"
        assert wandb_monitor.team == "my_team"
        assert wandb_monitor.project == "my_project"

    def test_empty_wandb(self):
        config_dict = {"train_batch_size": 2, "wandb": {}}
        ds_config = DeepSpeedConfig(config_dict)
        wandb_monitor = WandbMonitor(ds_config.monitor_config.wandb)
        defaults = DeepSpeedMonitorConfig().wandb
        assert wandb_monitor.enabled == defaults.enabled
        assert wandb_monitor.group == defaults.group
        assert wandb_monitor.team == defaults.team
        assert wandb_monitor.project == defaults.project


class TestCSVMonitor(DistributedTest):
    world_size = 2

    def test_csv_monitor(self):
        config_dict = {
            "train_batch_size": 2,
            "csv_monitor": {
                "enabled": True,
                "output_path": "test_output/ds_logs/",
                "job_name": "test"
            }
        }
        ds_config = DeepSpeedConfig(config_dict)
        csv_monitor = csvMonitor(ds_config.monitor_config.csv_monitor)
        assert csv_monitor.enabled == True
        assert csv_monitor.output_path == "test_output/ds_logs/"
        assert csv_monitor.job_name == "test"

    def test_empty_csv_monitor(self):
        config_dict = {"train_batch_size": 2, "csv_monitor": {}}
        ds_config = DeepSpeedConfig(config_dict)
        csv_monitor = csvMonitor(ds_config.monitor_config.csv_monitor)
        defaults = DeepSpeedMonitorConfig().csv_monitor
        assert csv_monitor.enabled == defaults.enabled
        assert csv_monitor.output_path == defaults.output_path
        assert csv_monitor.job_name == defaults.job_name
