feat: remove TODO links

Author: xiaoyi-cheng

src/sagemaker/clarify.py

@@ -503,8 +503,15 @@ def run_pre_training_bias(
             data_config (:class:`~sagemaker.clarify.DataConfig`): Config of the input/output data.
             data_bias_config (:class:`~sagemaker.clarify.BiasConfig`): Config of sensitive groups.
             methods (str or list[str]): Selector of a subset of potential metrics:
-                ["CI", "DPL", "KL", "JS", "LP", "TVD", "KS", "CDDL"]. Defaults to computing all.
-                # TODO: Provide a pointer to the official documentation of those.
+                ["`CI <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-ci.html>`_",
+                "`DPL <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-dpl.html>`_",
+                "`KL <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-kl.html>`_",
+                "`JS <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-js.html>`_",
+                "`LP <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-lp.html>`_",
+                "`TVD <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-tvd.html>`_",
+                "`KS <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-ks.html>`_",
+                "`CDDL <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-cdd.html>`_"].
+                Defaults to computing all.
             wait (bool): Whether the call should wait until the job completes (default: True).
             logs (bool): Whether to show the logs produced by the job.
                 Only meaningful when ``wait`` is True (default: True).
@@ -554,8 +561,17 @@ def run_post_training_bias(
             model_predicted_label_config (:class:`~sagemaker.clarify.ModelPredictedLabelConfig`):
                 Config of how to extract the predicted label from the model output.
             methods (str or list[str]): Selector of a subset of potential metrics:
-                # TODO: Provide a pointer to the official documentation of those.
-                ["DPPL", "DI", "DCA", "DCR", "RD", "DAR", "DRR", "AD", "CDDPL", "TE", "FT"].
+                ["`DPPL <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-dppl.html>`_",
+                "`DI <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-di.html>`_",
+                "`DCA <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-dca.html>`_",
+                "`DCR <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-dcr.html>`_",
+                "`RD <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-rd.html>`_",
+                "`DAR <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-dar.html>`_",
+                "`DRR <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-drr.html>`_",
+                "`AD <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-ad.html>`_",
+                "`CDDPL <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-cddpl.html>`_",
+                "`TE <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-te.html>`_",
+                "`FT <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-ft.html>`_"].
                 Defaults to computing all.
             wait (bool): Whether the call should wait until the job completes (default: True).
             logs (bool): Whether to show the logs produced by the job.
@@ -614,12 +630,27 @@ def run_bias(
             model_predicted_label_config (:class:`~sagemaker.clarify.ModelPredictedLabelConfig`):
                 Config of how to extract the predicted label from the model output.
             pre_training_methods (str or list[str]): Selector of a subset of potential metrics:
-                # TODO: Provide a pointer to the official documentation of those.
-                ["DPPL", "DI", "DCA", "DCR", "RD", "DAR", "DRR", "AD", "CDDPL", "TE", "FT"].
+                ["`CI <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-ci.html>`_",
+                "`DPL <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-dpl.html>`_",
+                "`KL <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-kl.html>`_",
+                "`JS <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-js.html>`_",
+                "`LP <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-lp.html>`_",
+                "`TVD <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-tvd.html>`_",
+                "`KS <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-ks.html>`_",
+                "`CDDL <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-cdd.html>`_"].
                 Defaults to computing all.
             post_training_methods (str or list[str]): Selector of a subset of potential metrics:
-                # TODO: Provide a pointer to the official documentation of those.
-                ["DPPL", "DI", "DCA", "DCR", "RD", "DAR", "DRR", "AD", "CDDPL", "TE", "FT"].
+                ["`DPPL <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-dppl.html>`_",
+                "`DI <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-di.html>`_",
+                "`DCA <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-dca.html>`_",
+                "`DCR <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-dcr.html>`_",
+                "`RD <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-rd.html>`_",
+                "`DAR <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-dar.html>`_",
+                "`DRR <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-drr.html>`_",
+                "`AD <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-ad.html>`_",
+                "`CDDPL <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-cddpl.html>`_",
+                "`TE <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-te.html>`_",
+                "`FT <https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-post-training-bias-metric-ft.html>`_"].
                 Defaults to computing all.
             wait (bool): Whether the call should wait until the job completes (default: True).
             logs (bool): Whether to show the logs produced by the job.